popV version: 0.6.0

.gitattributes

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+scvi_knn_classifier.index filter=lfs diff=lfs merge=lfs -text

OnClass.data-00000-of-00001

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OnClass.npz

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README.md

@@ -1,68 +0,0 @@
----
-library_name: popV
-license: cc-by-4.0
-tags:
-- biology
-- genomics
-- single-cell
-- anndata_version:0.11.3
-- python_version:3.11.12
-- popV
-- 'tissue: liver'
----
-
-Popular Vote (popV) model for automated cell type annotation of single-cell RNA-seq data. We provide here pretrained models
-for plug-in use in your own analysis.
-Follow our [tutorial](https://github.com/YosefLab/popV/blob/main/tabula_sapiens_tutorial.ipynb) to learn how to use the model for cell type annotation.
-
-# Model description
-
-Ageing is characterized by a progressive loss of physiological integrity, leading to impaired function and increased vulnerability to death. Despite rapid advances over recent years, many of the molecular and cellular processes that underlie the progressive loss of healthy physiology are poorly understood. To gain a better insight into these processes, here we generate a single-cell transcriptomic atlas across the lifespan of Mus musculus that includes data from 23 tissues and organs. We found cell-specific changes occurring across multiple cell types and organs, as well as age-related changes in the cellular composition of different organs. Using single-cell transcriptomic data, we assessed cell-type-specific manifestations of different hallmarks of ageing—such as senescence, genomic instability and changes in the immune system. This transcriptomic atlas—which we denote Tabula Muris Senis, or ‘Mouse Ageing Cell Atlas’—provides molecular information about how the most important hallmarks of ageing are reflected in a broad range of tissues and cell types.
-
-**Link to CELLxGENE**:
-Link to the [data](https://cellxgene.cziscience.com/e/4546e757-34d0-4d17-be06-538318925fcd.cxg/) in the CELLxGENE browser for interactive exploration of the data and download of the source data.
-
-**Training Code URL**:
-Not provided by uploader.
-
-# Metrics
-
-We provide here accuracies for each of the experts and the ensemble model. The validation set accuracies are
-computed on a 10% random subset of the data that was not used for training.
-
-| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
-| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| hepatocyte | 134 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.93 | 0.99 | 0.99 | 0.99 |
-| endothelial cell of hepatic sinusoid | 47 | 0.97 | 0.99 | 0.98 | 0.99 | 0.00 | 0.91 | 0.99 | 0.99 | 0.98 |
-| Kupffer cell | 27 | 0.96 | 0.93 | 0.98 | 0.86 | 0.00 | 0.78 | 1.00 | 1.00 | 0.96 |
-| B cell | 19 | 0.97 | 0.97 | 0.97 | 0.52 | 0.00 | 0.81 | 0.97 | 0.97 | 0.97 |
-| myeloid leukocyte | 23 | 0.98 | 0.88 | 1.00 | 0.56 | 0.00 | 0.67 | 0.96 | 1.00 | 0.98 |
-| mature NK T cell | 19 | 0.70 | 0.74 | 0.69 | 0.41 | 0.00 | 0.00 | 0.86 | 0.90 | 0.86 |
-| CD8-positive, alpha-beta T cell | 5 | 0.73 | 0.00 | 0.56 | 0.20 | 0.00 | 0.25 | 0.89 | 0.89 | 0.89 |
-| T cell | 5 | 0.33 | 0.33 | 0.67 | 0.00 | 0.00 | 0.33 | 0.33 | 0.57 | 0.33 |
-| natural killer cell | 3 | 0.50 | 0.33 | 0.50 | 0.00 | 0.00 | 0.29 | 1.00 | 1.00 | 0.80 |
-| CD4-positive, alpha-beta T cell | 2 | 0.67 | 1.00 | 0.80 | 0.00 | 0.00 | 0.33 | 1.00 | 1.00 | 1.00 |
-| neutrophil | 2 | 1.00 | 1.00 | 1.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |
-
-The train accuracies are computed on the training data.
-
-| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
-| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| hepatocyte | 1028 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.93 | 1.00 | 1.00 | 0.99 |
-| endothelial cell of hepatic sinusoid | 570 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.94 | 1.00 | 1.00 | 0.99 |
-| Kupffer cell | 235 | 0.95 | 0.94 | 0.96 | 0.89 | 0.00 | 0.81 | 0.99 | 0.99 | 0.98 |
-| B cell | 191 | 0.98 | 0.98 | 0.99 | 0.80 | 0.00 | 0.93 | 1.00 | 1.00 | 0.99 |
-| myeloid leukocyte | 186 | 0.92 | 0.88 | 0.94 | 0.74 | 0.00 | 0.73 | 1.00 | 1.00 | 0.98 |
-| mature NK T cell | 157 | 0.76 | 0.69 | 0.83 | 0.73 | 0.00 | 0.01 | 1.00 | 1.00 | 0.96 |
-| CD8-positive, alpha-beta T cell | 59 | 0.79 | 0.26 | 0.75 | 0.67 | 0.00 | 0.73 | 1.00 | 1.00 | 0.97 |
-| T cell | 40 | 0.57 | 0.53 | 0.78 | 0.47 | 0.00 | 0.30 | 1.00 | 1.00 | 0.94 |
-| natural killer cell | 39 | 0.72 | 0.60 | 0.66 | 0.30 | 0.00 | 0.70 | 1.00 | 1.00 | 0.97 |
-| CD4-positive, alpha-beta T cell | 40 | 0.67 | 0.27 | 0.85 | 0.32 | 0.00 | 0.48 | 1.00 | 1.00 | 0.90 |
-| neutrophil | 28 | 0.92 | 0.93 | 0.92 | 0.13 | 0.00 | 0.68 | 1.00 | 1.00 | 0.95 |
-
-</details>
-
-
-# References
-
-A single-cell transcriptomic atlas characterizes ageing tissues in the mouse, The Tabula Muris Consortium, Nicole Almanzar, Jane Antony, Ankit S. Baghel, Isaac Bakerman, Ishita Bansal, Ben A. Barres, Philip A. Beachy, Daniela Berdnik, Biter Bilen, Douglas Brownfield, Corey Cain, Charles K. F. Chan, Michelle B. Chen, Michael F. Clarke, Stephanie D. Conley, Spyros Darmanis, Aaron Demers, Kubilay Demir, Antoine de Morree, Tessa Divita, Haley du Bois, Hamid Ebadi, F. Hernán Espinoza, Matt Fish, Qiang Gan, Benson M. George, Astrid Gillich, Rafael Gòmez-Sjöberg, Foad Green, Geraldine Genetiano, Xueying Gu, Gunsagar S. Gulati, Oliver Hahn, Michael Seamus Haney, Yan Hang, Lincoln Harris, Mu He, Shayan Hosseinzadeh, Albin Huang, Kerwyn Casey Huang, Tal Iram, Taichi Isobe, Feather Ives, Robert C. Jones, Kevin S. Kao, Jim Karkanias, Guruswamy Karnam, Andreas Keller, Aaron M. Kershner, Nathalie Khoury, Seung K. Kim, Bernhard M. Kiss, William Kong, Mark A. Krasnow, Maya E. Kumar, Christin S. Kuo, Jonathan Lam, Davis P. Lee, Song E. Lee, Benoit Lehallier, Olivia Leventhal, Guang Li, Qingyun Li, Ling Liu, Annie Lo, Wan-Jin Lu, Maria F. Lugo-Fagundo, Anoop Manjunath, Andrew P. May, Ashley Maynard, Aaron McGeever, Marina McKay, M. Windy McNerney, Bryan Merrill, Ross J. Metzger, Marco Mignardi, Dullei Min, Ahmad N. Nabhan, Norma F. Neff, Katharine M. Ng, Patricia K. Nguyen, Joseph Noh, Roel Nusse, Róbert Pálovics, Rasika Patkar, Weng Chuan Peng, Lolita Penland, Angela Oliveira Pisco, Katherine Pollard, Robert Puccinelli, Zhen Qi, Stephen R. Quake, Thomas A. Rando, Eric J. Rulifson, Nicholas Schaum, Joe M. Segal, Shaheen S. Sikandar, Rahul Sinha, Rene V. Sit, Justin Sonnenburg, Daniel Staehli, Krzysztof Szade, Michelle Tan, Weilun Tan, Cristina Tato, Krissie Tellez, Laughing Bear Torrez Dulgeroff, Kyle J. Travaglini, Carolina Tropini, Margaret Tsui, Lucas Waldburger, Bruce M. Wang, Linda J. van Weele, Kenneth Weinberg, Irving L. Weissman, Michael N. Wosczyna, Sean M. Wu, Tony Wyss-Coray, Jinyi Xiang, Soso Xue, Kevin A. Yamauchi, Andrew C. Yang, Lakshmi P. Yerra, Justin Youngyunpipatkul, Brian Yu, Fabio Zanini, Macy E. Zardeneta, Alexander Zee, Chunyu Zhao, Fan Zhang, Hui Zhang, Martin Jinye Zhang, Lu Zhou, James Zou; Nature, doi: https://doi.org/10.1038/s41586-020-2496-1

accuracies.json

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 {
-    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 134 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.93 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of hepatic sinusoid | 47 | 0.97 | 0.99 | 0.98 | 0.99 | 0.00 | 0.91 | 0.99 | 0.99 | 0.98 |\n| Kupffer cell | 27 | 0.96 | 0.93 | 0.98 | 0.86 | 0.00 | 0.78 | 1.00 | 1.00 | 0.96 |\n| B cell | 19 | 0.97 | 0.97 | 0.97 | 0.52 | 0.00 | 0.81 | 0.97 | 0.97 | 0.97 |\n| myeloid leukocyte | 23 | 0.98 | 0.88 | 1.00 | 0.56 | 0.00 | 0.67 | 0.96 | 1.00 | 0.98 |\n| mature NK T cell | 19 | 0.70 | 0.74 | 0.69 | 0.41 | 0.00 | 0.00 | 0.86 | 0.90 | 0.86 |\n| CD8-positive, alpha-beta T cell | 5 | 0.73 | 0.00 | 0.56 | 0.20 | 0.00 | 0.25 | 0.89 | 0.89 | 0.89 |\n| T cell | 5 | 0.33 | 0.33 | 0.67 | 0.00 | 0.00 | 0.33 | 0.33 | 0.57 | 0.33 |\n| natural killer cell | 3 | 0.50 | 0.33 | 0.50 | 0.00 | 0.00 | 0.29 | 1.00 | 1.00 | 0.80 |\n| CD4-positive, alpha-beta T cell | 2 | 0.67 | 1.00 | 0.80 | 0.00 | 0.00 | 0.33 | 1.00 | 1.00 | 1.00 |\n| neutrophil | 2 | 1.00 | 1.00 | 1.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 1028 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.93 | 1.00 | 1.00 | 0.99 |\n| endothelial cell of hepatic sinusoid | 570 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.94 | 1.00 | 1.00 | 0.99 |\n| Kupffer cell | 235 | 0.95 | 0.94 | 0.96 | 0.89 | 0.00 | 0.81 | 0.99 | 0.99 | 0.98 |\n| B cell | 191 | 0.98 | 0.98 | 0.99 | 0.80 | 0.00 | 0.93 | 1.00 | 1.00 | 0.99 |\n| myeloid leukocyte | 186 | 0.92 | 0.88 | 0.94 | 0.74 | 0.00 | 0.73 | 1.00 | 1.00 | 0.98 |\n| mature NK T cell | 157 | 0.76 | 0.69 | 0.83 | 0.73 | 0.00 | 0.01 | 1.00 | 1.00 | 0.96 |\n| CD8-positive, alpha-beta T cell | 59 | 0.79 | 0.26 | 0.75 | 0.67 | 0.00 | 0.73 | 1.00 | 1.00 | 0.97 |\n| T cell | 40 | 0.57 | 0.53 | 0.78 | 0.47 | 0.00 | 0.30 | 1.00 | 1.00 | 0.94 |\n| natural killer cell | 39 | 0.72 | 0.60 | 0.66 | 0.30 | 0.00 | 0.70 | 1.00 | 1.00 | 0.97 |\n| CD4-positive, alpha-beta T cell | 40 | 0.67 | 0.27 | 0.85 | 0.32 | 0.00 | 0.48 | 1.00 | 1.00 | 0.90 |\n| neutrophil | 28 | 0.92 | 0.93 | 0.92 | 0.13 | 0.00 | 0.68 | 1.00 | 1.00 | 0.95 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 114 | 0.99 | 0.97 | 0.99 | 0.95 | 0.00 | 0.95 | 0.99 | 0.98 | 0.98 |\n| endothelial cell of hepatic sinusoid | 42 | 0.98 | 0.98 | 0.99 | 0.90 | 0.00 | 0.93 | 0.99 | 0.98 | 0.98 |\n| Kupffer cell | 21 | 0.90 | 0.89 | 0.93 | 0.95 | 0.00 | 0.93 | 1.00 | 1.00 | 0.98 |\n| B cell | 26 | 1.00 | 0.98 | 1.00 | 0.96 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |\n| myeloid leukocyte | 22 | 0.93 | 0.84 | 0.95 | 0.86 | 0.00 | 0.89 | 0.96 | 0.98 | 1.00 |\n| mature NK T cell | 20 | 0.78 | 0.72 | 0.70 | 0.71 | 0.00 | 0.61 | 0.86 | 0.88 | 0.87 |\n| CD8-positive, alpha-beta T cell | 7 | 0.92 | 0.25 | 0.60 | 0.55 | 0.00 | 0.73 | 0.92 | 0.93 | 0.92 |\n| T cell | 5 | 0.67 | 0.33 | 0.33 | 0.00 | 0.00 | 0.36 | 0.33 | 0.44 | 0.33 |\n| natural killer cell | 3 | 0.29 | 0.40 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 0.80 |\n| CD4-positive, alpha-beta T cell | 2 | 1.00 | 0.67 | 1.00 | 0.00 | 0.00 | 0.50 | 1.00 | 0.67 | 1.00 |\n| neutrophil | 5 | 1.00 | 1.00 | 1.00 | 0.91 | 0.00 | 0.91 | 1.00 | 1.00 | 1.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 1033 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| endothelial cell of hepatic sinusoid | 574 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| Kupffer cell | 240 | 0.95 | 0.95 | 0.96 | 0.92 | 0.00 | 0.92 | 1.00 | 0.99 | 0.99 |\n| B cell | 183 | 0.99 | 0.98 | 0.99 | 0.97 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| myeloid leukocyte | 187 | 0.91 | 0.91 | 0.93 | 0.88 | 0.00 | 0.92 | 0.99 | 0.99 | 0.98 |\n| mature NK T cell | 155 | 0.72 | 0.74 | 0.79 | 0.65 | 0.00 | 0.54 | 1.00 | 1.00 | 0.93 |\n| CD8-positive, alpha-beta T cell | 57 | 0.74 | 0.48 | 0.65 | 0.47 | 0.00 | 0.78 | 1.00 | 1.00 | 0.95 |\n| T cell | 40 | 0.62 | 0.75 | 0.76 | 0.37 | 0.00 | 0.54 | 1.00 | 1.00 | 0.91 |\n| natural killer cell | 39 | 0.69 | 0.72 | 0.64 | 0.09 | 0.00 | 0.62 | 1.00 | 1.00 | 0.96 |\n| CD4-positive, alpha-beta T cell | 40 | 0.44 | 0.30 | 0.78 | 0.05 | 0.00 | 0.51 | 1.00 | 1.00 | 0.81 |\n| neutrophil | 25 | 0.91 | 0.93 | 0.93 | 0.91 | 0.00 | 0.87 | 1.00 | 1.00 | 0.94 |"
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metadata.json

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-{
-    "popv_version": "0.5.3",
-    "anndata_version": "0.11.3",
-    "setup_dict": {
-        "ref_labels_key": "popv_labels",
-        "ref_batch_key": "batch_key",
-        "unknown_celltype_label": "unassigned"
-    },
-    "prediction_keys": [
-        "popv_celltypist_prediction",
-        "popv_knn_bbknn_prediction",
-        "popv_knn_harmony_prediction",
-        "popv_knn_on_scvi_prediction",
-        "popv_onclass_prediction",
-        "popv_scanvi_prediction",
-        "popv_svm_prediction",
-        "popv_xgboost_prediction"
-    ],
-    "method_kwargs": {},
-    "methods": [
-        "CELLTYPIST",
-        "KNN_BBKNN",
-        "KNN_HARMONY",
-        "KNN_SCVI",
-        "ONCLASS",
-        "SCANVI_POPV",
-        "Support_Vector",
-        "XGboost"
-    ],
-    "cellxgene_url": "https://cellxgene.cziscience.com/e/4546e757-34d0-4d17-be06-538318925fcd.cxg/"
-}

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popv_output/predictions.csv

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 C11_B002681_B009943_S59.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-C3_B000767_B009945_S51.mm10-plus-4-0,neutrophil,neutrophil,neutrophil,myeloid leukocyte,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,7,neutrophil,7,neutrophil
-C5_B001247_B009941_S53.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-D12_B002681_B009943_S84.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+C3_B000767_B009945_S51.mm10-plus-4-0,neutrophil,neutrophil,neutrophil,neutrophil,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,8,neutrophil,8,neutrophil
 D15_B001247_B009941_S87.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
 D18_B002681_B009943_S90.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-D20_B001247_B009941_S92.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,B cell,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+D20_B001247_B009941_S92.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,endothelial cell of hepatic sinusoid,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
 D21_D045313_B009942_S93.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D2_B000767_B009945_S74.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,natural killer cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
 D7_B002681_B009943_S79.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-E11_B002688_B009944_S107.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 E15_D045313_B009942_S111.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 E17_B002681_B009943_S113.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
-E20_B000767_B009945_S116.mm10-plus-4-0,natural killer cell,natural killer cell,"CD8-positive, alpha-beta T cell",myeloid leukocyte,type II NK T cell,natural killer cell,mature NK T cell,mature NK T cell,mature NK T cell,3,mature NK T cell,3,lymphocyte
-E21_B001247_B009941_S117.mm10-plus-4-0,natural killer cell,mature NK T cell,"CD8-positive, alpha-beta T cell",myeloid leukocyte,type II NK T cell,"CD8-positive, alpha-beta T cell",myeloid leukocyte,mature NK T cell,mature NK T cell,3,mature NK T cell,3,lymphocyte
+E20_B000767_B009945_S116.mm10-plus-4-0,natural killer cell,mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,type II NK T cell,natural killer cell,mature NK T cell,mature NK T cell,mature NK T cell,5,mature NK T cell,5,mature alpha-beta T cell
+E21_B001247_B009941_S117.mm10-plus-4-0,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",endothelial cell of hepatic sinusoid,type II NK T cell,myeloid leukocyte,myeloid leukocyte,T cell,mature NK T cell,3,mature NK T cell,3,leukocyte
+E22_B001247_B009941_S118.mm10-plus-4-0,myeloid leukocyte,hepatocyte,myeloid leukocyte,myeloid leukocyte,midzonal region hepatocyte,myeloid leukocyte,myeloid leukocyte,hepatocyte,myeloid leukocyte,5,myeloid leukocyte,5,eukaryotic cell
 E3_B002681_B009943_S99.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+E7_B002688_B009944_S103.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,6,hepatocyte,6,hepatocyte
 E9_B001247_B009941_S105.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-F12_B000767_B009945_S132.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,6,mature NK T cell,6,mature NK T cell
+F12_B000767_B009945_S132.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,8,mature NK T cell,8,mature NK T cell
 F14_B002681_B009943_S134.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 F15_B001247_B009941_S135.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-F16_D045313_B009942_S136.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+F15_B002688_B009944_S135.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 F18_B002681_B009943_S138.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 F18_B002688_B009944_S138.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 F19_D045313_B009942_S139.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-F21_B001247_B009941_S141.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,Kupffer cell,midzonal region hepatocyte,Kupffer cell,myeloid leukocyte,hepatocyte,hepatocyte,5,hepatocyte,5,eukaryotic cell
+F21_B001247_B009941_S141.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,myeloid leukocyte,midzonal region hepatocyte,myeloid leukocyte,myeloid leukocyte,hepatocyte,hepatocyte,5,hepatocyte,5,eukaryotic cell
 F6_B002688_B009944_S126.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 G11_B002681_B009943_S155.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 G17_B002681_B009943_S161.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-G1_B001247_B009941_S145.mm10-plus-4-0,"CD4-positive, alpha-beta T cell",T cell,T cell,B cell,mature alpha-beta T cell,T cell,mature NK T cell,T cell,T cell,5,T cell,5,T cell
-G2_D045313_B009942_S146.mm10-plus-4-0,T cell,mature NK T cell,T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,5,mature NK T cell,5,T cell
+G1_B001247_B009941_S145.mm10-plus-4-0,T cell,T cell,T cell,mature NK T cell,mature alpha-beta T cell,T cell,mature NK T cell,T cell,T cell,6,T cell,5,T cell
+G2_D045313_B009942_S146.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,natural killer cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+H10_B001247_B009941_S178.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 H13_B002681_B009943_S181.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 H13_D045313_B009942_S181.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 H16_B000767_B009945_S184.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 H16_B001247_B009941_S184.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-H6_B000767_B009945_S174.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,6,mature NK T cell,6,mature NK T cell
+H6_B000767_B009945_S174.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,8,mature NK T cell,8,mature NK T cell
+H8_B002681_B009943_S176.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 I12_D045313_B009942_S204.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-I14_D045313_B009942_S206.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 I3_B002681_B009943_S195.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 I4_D045313_B009942_S196.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 I7_B000767_B009945_S199.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-J11_D045313_B009942_S227.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-J12_B002681_B009943_S228.mm10-plus-4-0,neutrophil,neutrophil,neutrophil,B cell,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,7,neutrophil,7,neutrophil
-J18_B000767_B009945_S234.mm10-plus-4-0,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",B cell,mature alpha-beta T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,4,mature NK T cell,5,mature alpha-beta T cell
-J20_B002688_B009944_S236.mm10-plus-4-0,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,6,hepatocyte,6,hepatocyte
-J6_B001247_B009941_S222.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+J12_B002681_B009943_S228.mm10-plus-4-0,neutrophil,neutrophil,neutrophil,neutrophil,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,8,neutrophil,8,neutrophil
+J18_B000767_B009945_S234.mm10-plus-4-0,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,4,"CD8-positive, alpha-beta T cell",4,mature alpha-beta T cell
+J20_B002688_B009944_S236.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,6,hepatocyte,6,hepatocyte
 K17_B000767_B009945_S257.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 K17_B002681_B009943_S257.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-K22_B001247_B009941_S262.mm10-plus-4-0,B cell,B cell,B cell,myeloid leukocyte,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
-K6_B000767_B009945_S246.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+K17_B002688_B009944_S257.mm10-plus-4-0,neutrophil,neutrophil,neutrophil,neutrophil,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,8,neutrophil,8,neutrophil
+K20_B002688_B009944_S260.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+K22_B001247_B009941_S262.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 K8_D045313_B009942_S248.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 L10_B002681_B009943_S274.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 L11_B001247_B009941_S275.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 L12_B002688_B009944_S276.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-L14_D045313_B009942_S278.mm10-plus-4-0,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,6,hepatocyte,6,hepatocyte
-L18_B001247_B009941_S282.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+L14_D045313_B009942_S278.mm10-plus-4-0,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,4,endothelial cell of hepatic sinusoid,4,eukaryotic cell
+L16_D045313_B009942_S280.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+L18_B001247_B009941_S282.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 L18_B002688_B009944_S282.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-L20_B002688_B009944_S284.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+L20_B002688_B009944_S284.mm10-plus-4-0,myeloid leukocyte,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+L3_B002681_B009943_S267.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 L3_D045313_B009942_S267.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 M10_B000767_B009945_S298.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
-M12_B001247_B009941_S300.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-M13_B002681_B009943_S301.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+M13_B002681_B009943_S301.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 M17_B002688_B009944_S305.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-M18_B000767_B009945_S306.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+M18_B000767_B009945_S306.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 M18_D045313_B009942_S306.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-M20_B002688_B009944_S308.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 M22_B002681_B009943_S310.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+M3_B001247_B009941_S291.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 M3_B002681_B009943_S291.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-M5_B001247_B009941_S293.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-M8_D045313_B009942_S296.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-M9_B001247_B009941_S297.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-N14_B000767_B009945_S326.mm10-plus-4-0,mature NK T cell,mature NK T cell,T cell,B cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,5,mature NK T cell,5,T cell
+M8_D045313_B009942_S296.mm10-plus-4-0,myeloid leukocyte,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+N14_B000767_B009945_S326.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,natural killer cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
 N15_B000767_B009945_S327.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
-N15_D045313_B009942_S327.mm10-plus-4-0,Kupffer cell,Kupffer cell,myeloid leukocyte,Kupffer cell,tissue-resident macrophage,Kupffer cell,myeloid leukocyte,myeloid leukocyte,Kupffer cell,4,Kupffer cell,5,myeloid leukocyte
+N15_D045313_B009942_S327.mm10-plus-4-0,myeloid leukocyte,Kupffer cell,Kupffer cell,myeloid leukocyte,tissue-resident macrophage,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,6,myeloid leukocyte
 N20_B000767_B009945_S332.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-N21_B000767_B009945_S333.mm10-plus-4-0,mature NK T cell,mature NK T cell,T cell,mature NK T cell,mature alpha-beta T cell,T cell,mature NK T cell,T cell,mature NK T cell,4,mature NK T cell,5,T cell
+N21_B000767_B009945_S333.mm10-plus-4-0,T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature alpha-beta T cell,natural killer cell,mature NK T cell,T cell,mature NK T cell,4,mature NK T cell,5,T cell
 N6_B001247_B009941_S318.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 N6_B002681_B009943_S318.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 O14_B002681_B009943_S350.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 O20_B000767_B009945_S356.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 O22_B002681_B009943_S358.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-O3_B001247_B009941_S339.mm10-plus-4-0,"CD8-positive, alpha-beta T cell",mature NK T cell,mature NK T cell,B cell,type II NK T cell,B cell,mature NK T cell,mature NK T cell,mature NK T cell,5,mature NK T cell,5,mature alpha-beta T cell
-O7_B000767_B009945_S343.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,B cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
-O9_D045313_B009942_S345.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-P17_B000767_B009945_S377.mm10-plus-4-0,natural killer cell,natural killer cell,"CD8-positive, alpha-beta T cell",B cell,mature alpha-beta T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,2,mature NK T cell,3,lymphocyte
+O7_B000767_B009945_S343.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,"CD4-positive, alpha-beta T cell",myeloid cell,"CD4-positive, alpha-beta T cell",myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,6,myeloid cell
+P17_B000767_B009945_S377.mm10-plus-4-0,natural killer cell,natural killer cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,3,mature NK T cell,4,T cell
 P17_B002681_B009943_S377.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 P18_B001247_B009941_S378.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+P1_B000767_B009945_S361.mm10-plus-4-0,mature NK T cell,hepatocyte,hepatocyte,mature NK T cell,mature alpha-beta T cell,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,4,mature NK T cell,4,mature alpha-beta T cell
 P20_D045313_B009942_S380.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,6,hepatocyte,6,hepatocyte
 P21_B000767_B009945_S381.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
-P21_B001247_B009941_S381.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
-P4_B001247_B009941_S364.mm10-plus-4-0,myeloid leukocyte,Kupffer cell,myeloid leukocyte,Kupffer cell,myeloid cell,Kupffer cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,4,myeloid leukocyte,5,myeloid leukocyte
-P4_B002681_B009943_S364.mm10-plus-4-0,B cell,B cell,B cell,myeloid leukocyte,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
+P21_B001247_B009941_S381.mm10-plus-4-0,Kupffer cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+P4_B001247_B009941_S364.mm10-plus-4-0,myeloid leukocyte,Kupffer cell,Kupffer cell,myeloid leukocyte,macrophage,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,6,myeloid leukocyte
+P4_B002681_B009943_S364.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 P8_B001247_B009941_S368.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-A18_B008782_S210_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+A15_B008781_S291_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 A24_B008781_S300_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 B14_B008781_S14_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-B15_B008781_S15_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,myeloid leukocyte,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+B15_B008781_S15_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 B20_B008781_S20_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 C11_B008781_S35_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-C12_B008782_S252_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,myeloid leukocyte,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+C12_B008782_S252_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 C18_B008781_S42_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D15_B008781_S63_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 F10_B008659_S190_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 G4_B008782_S40_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-H23_B008782_S83_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 H24_B008781_S168_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 I23_B008781_S191_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 I3_B008782_S87_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
@@ -119,105 +121,95 @@ J19_B008781_S211_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midz
 J22_B008781_S214_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 J24_B008782_S132_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 J2_B008781_S194_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-J3_B008781_S195_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 J5_B008659_S281_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+K18_B008659_S18_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 K22_B008781_S238_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-O18_B008782_S246_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 P17_B008782_S269_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 P23_B008782_S275_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 A13_B003902_S133_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
-A14_B001386_S254_L003.mus-2-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
-A1_B001386_S241_L003.mus-2-0-1,B cell,B cell,B cell,Kupffer cell,lymph node mantle zone B cell,neutrophil,B cell,B cell,B cell,6,B cell,6,B cell
-A2_B001386_S242_L003.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
-A2_B003902_S122_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,Kupffer cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
-A4_B003902_S124_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",B cell,type II NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature NK T cell,mature NK T cell,4,mature NK T cell,4,mature alpha-beta T cell
+A14_B001386_S254_L003.mus-2-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,8,mature NK T cell,8,mature NK T cell
+A1_B001386_S241_L003.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+A2_B003902_S122_L002.mus-2-0-1,myeloid leukocyte,Kupffer cell,myeloid leukocyte,Kupffer cell,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,6,myeloid leukocyte
+A4_B003902_S124_L002.mus-2-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,8,mature NK T cell,8,mature NK T cell
 A7_B001243_S211_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
-C10_B001386_S298_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+C10_B001386_S298_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 C14_B001386_S2_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-C14_B003902_S182_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+C14_B003902_S182_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 C6_B001243_S258_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
-D10_B001386_S22_L003.mus-2-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
-D14_B001243_S290_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,B cell,myeloid cell,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,6,myeloid leukocyte
-D2_B003902_S194_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",hepatocyte,"CD8-positive, alpha-beta T cell",T cell,mature alpha-beta T cell,T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",4,"CD8-positive, alpha-beta T cell",5,T cell
+D10_B001386_S22_L003.mus-2-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,natural killer cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+D2_B003902_S194_L002.mus-2-0-1,mature NK T cell,hepatocyte,mature NK T cell,"CD8-positive, alpha-beta T cell",mature alpha-beta T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",4,"CD8-positive, alpha-beta T cell",5,mature alpha-beta T cell
+E15_B003902_S231_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 E18_B001386_S54_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-E18_B003902_S234_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+E18_B003902_S234_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 E22_B001243_S22_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 E7_B001243_S7_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+F12_B001386_S72_L003.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 F14_B001386_S74_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 F1_B001386_S61_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+F21_B003902_S261_L002.mus-2-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 F5_B001386_S65_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-H15_B003902_S3_L002.mus-2-0-1,natural killer cell,natural killer cell,natural killer cell,B cell,mature natural killer cell,natural killer cell,natural killer cell,natural killer cell,natural killer cell,7,natural killer cell,7,natural killer cell
-H16_B003902_S4_L002.mus-2-0-1,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,hepatocyte,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,4,endothelial cell of hepatic sinusoid,4,eukaryotic cell
-H6_B001386_S114_L003.mus-2-0-1,mature NK T cell,mature NK T cell,"CD4-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature alpha-beta T cell,T cell,T cell,mature NK T cell,mature NK T cell,3,mature NK T cell,4,mature alpha-beta T cell
-I5_B001386_S137_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-I9_B001243_S105_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,neutrophil,myeloid cell,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,6,myeloid leukocyte
-J10_B001243_S130_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,B cell,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
-J4_B003902_S40_L002.mus-2-0-1,myeloid leukocyte,hepatocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,6,myeloid leukocyte
-J6_B001243_S126_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
-J7_B001243_S127_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,Kupffer cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
-J9_B003902_S45_L002.mus-2-0-1,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",B cell,mature T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",6,"CD4-positive, alpha-beta T cell",6,"CD4-positive, alpha-beta T cell"
-K3_B001243_S147_L002.mus-2-0-1,myeloid leukocyte,Kupffer cell,myeloid leukocyte,Kupffer cell,myeloid cell,Kupffer cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,4,myeloid leukocyte,5,myeloid leukocyte
-K3_B001386_S183_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+H15_B003902_S3_L002.mus-2-0-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature natural killer cell,natural killer cell,natural killer cell,natural killer cell,natural killer cell,4,natural killer cell,4,lymphocyte
+H16_B003902_S4_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,5,hepatocyte,5,eukaryotic cell
+H5_B003902_S293_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+H6_B001386_S114_L003.mus-2-0-1,T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature alpha-beta T cell,T cell,T cell,mature NK T cell,mature NK T cell,4,mature NK T cell,5,T cell
+I9_B001243_S105_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+J6_B003902_S42_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature alpha-beta T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",6,"CD8-positive, alpha-beta T cell",7,"CD8-positive, alpha-beta T cell"
+J7_B001243_S127_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+J9_B003902_S45_L002.mus-2-0-1,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",mature NK T cell,mature T cell,mature NK T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",5,"CD4-positive, alpha-beta T cell",5,mature alpha-beta T cell
+K3_B001243_S147_L002.mus-2-0-1,myeloid leukocyte,hepatocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+K3_B001386_S183_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+L11_B001243_S179_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+L16_B003902_S100_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
 L3_B001386_S207_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-M11_B003902_S119_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,Kupffer cell,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,6,hepatocyte,6,hepatocyte
-M19_B001386_S247_L003.mus-2-0-1,B cell,B cell,B cell,mature NK T cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
-M2_B001386_S230_L003.mus-2-0-1,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",5,"CD4-positive, alpha-beta T cell",6,mature alpha-beta T cell
-M7_B001243_S199_L002.mus-2-0-1,myeloid leukocyte,hepatocyte,myeloid leukocyte,neutrophil,granulocyte,B cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,5,myeloid leukocyte
-N11_B003902_S143_L002.mus-2-0-1,B cell,B cell,B cell,myeloid leukocyte,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
-N15_B003902_S147_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,"CD4-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",4,"CD8-positive, alpha-beta T cell",5,mature alpha-beta T cell
-N16_B001386_S268_L003.mus-2-0-1,natural killer cell,mature NK T cell,mature NK T cell,mature NK T cell,mature natural killer cell,T cell,natural killer cell,natural killer cell,natural killer cell,4,natural killer cell,4,lymphocyte
+M11_B003902_S119_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,tissue-resident macrophage,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,6,hepatocyte,7,hepatocyte
+M19_B001386_S247_L003.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+M19_B003902_S127_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature alpha-beta T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",6,"CD8-positive, alpha-beta T cell",7,"CD8-positive, alpha-beta T cell"
+M2_B001386_S230_L003.mus-2-0-1,"CD4-positive, alpha-beta T cell",mature NK T cell,"CD4-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",T cell,"CD4-positive, alpha-beta T cell",4,"CD4-positive, alpha-beta T cell",5,mature alpha-beta T cell
+M7_B001243_S199_L002.mus-2-0-1,myeloid leukocyte,Kupffer cell,myeloid leukocyte,neutrophil,granulocyte,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,5,myeloid leukocyte
+M9_B001243_S201_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+N11_B003902_S143_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+N15_B003902_S147_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",6,"CD8-positive, alpha-beta T cell",7,"CD8-positive, alpha-beta T cell"
+N16_B001386_S268_L003.mus-2-0-1,natural killer cell,natural killer cell,mature NK T cell,mature NK T cell,mature natural killer cell,natural killer cell,natural killer cell,natural killer cell,natural killer cell,6,natural killer cell,6,natural killer cell
 O12_B003902_S168_L002.mus-2-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 O13_B001243_S253_L002.mus-2-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-O15_B003902_S171_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+O15_B003902_S171_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 O1_B003902_S157_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 O21_B001386_S297_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-O8_B003902_S164_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+O2_B003902_S158_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+O8_B003902_S164_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 P10_B001386_S10_L003.mus-2-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-P14_B003902_S194_L002.mus-2-0-1,Kupffer cell,Kupffer cell,Kupffer cell,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,Kupffer cell,4,Kupffer cell,4,eukaryotic cell
-P4_B001243_S268_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",T cell,mature alpha-beta T cell,"CD4-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",4,"CD8-positive, alpha-beta T cell",5,mature alpha-beta T cell
-P5_B003902_S185_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature alpha-beta T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",6,"CD8-positive, alpha-beta T cell",7,"CD8-positive, alpha-beta T cell"
-A3_B001242_S195.mus-7-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+P14_B003902_S194_L002.mus-2-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,Kupffer cell,5,Kupffer cell,5,eukaryotic cell
+P4_B001243_S268_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",4,"CD8-positive, alpha-beta T cell",5,mature alpha-beta T cell
+P5_B003902_S185_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,natural killer cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",4,"CD8-positive, alpha-beta T cell",5,mature alpha-beta T cell
+A3_B001242_S195.mus-7-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,8,mature NK T cell,8,mature NK T cell
 A7_B001242_S199.mus-7-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-C12_B001242_S252.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 C19_B001242_S259.mus-7-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-C2_B001242_S242.mus-7-0-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,6,mature NK T cell,6,mature NK T cell
-D12_B001242_S276.mus-7-0-1,mature NK T cell,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,6,mature NK T cell,6,mature NK T cell
+D12_B001242_S276.mus-7-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,natural killer cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
 D17_B001242_S281.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+F3_B001242_S15.mus-7-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
 G20_B001242_S56.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-G4_B001242_S40.mus-7-0-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,6,mature NK T cell,6,mature NK T cell
+G4_B001242_S40.mus-7-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,8,mature NK T cell,8,mature NK T cell
 H11_B001242_S71.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 H17_B001242_S77.mus-7-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
 H2_B001242_S62.mus-7-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 I10_B001242_S94.mus-7-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 I12_B001242_S96.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 I19_B001242_S103.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-L21_B001242_S177.mus-7-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,natural killer cell,B cell,B cell,B cell,7,B cell,7,B cell
+L21_B001242_S177.mus-7-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 O16_B001242_S244.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 A1.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 A18.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-A2.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
-A2.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-A4.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+A2.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,myeloid leukocyte,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
 A5.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 A6.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-A6.MAA100042.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 A9.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 B1.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 B1.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-B10.MAA000377.3_9_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-B11.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
-B11.MAA100042.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-B4.MAA100042.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-B5.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-B8.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-B9.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,type II NK T cell,"CD4-positive, alpha-beta T cell",mature NK T cell,mature NK T cell,mature NK T cell,6,mature NK T cell,6,mature NK T cell
-C1.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-C10.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+B11.MAA000907.3_11_M.1.1-1-1,B cell,hepatocyte,B cell,hepatocyte,midzonal region hepatocyte,myeloid leukocyte,hepatocyte,hepatocyte,hepatocyte,5,hepatocyte,5,eukaryotic cell
+B9.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,8,mature NK T cell,8,mature NK T cell
 C11.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-C11.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-C12.MAA100041.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 C14.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-C2.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C17.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 C3.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 C4.MAA100040.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 C8.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
@@ -225,63 +217,52 @@ C9.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal
 C9.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 D10.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 D11.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-D11.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 D12.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 D13.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 D3.MAA100040.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 D4.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 D8.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-D8.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D9.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 E1.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 E12.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-E5.MAA000907.3_11_M.1.1-1-1,"CD4-positive, alpha-beta T cell",mature NK T cell,mature NK T cell,natural killer cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,5,mature NK T cell,5,mature alpha-beta T cell
-E5.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+E4.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+E5.MAA000907.3_11_M.1.1-1-1,T cell,mature NK T cell,mature NK T cell,T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,5,mature NK T cell,5,T cell
 E8.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-E9.MAA100041.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-F1.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 F11.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-F17.MAA000377.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 F2.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-F6.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-F8.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 F9.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-G13.MAA000377.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-G19.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,mature NK T cell,T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,6,mature NK T cell,6,mature NK T cell
-G22.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+G22.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,type II NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
 G4.MAA100040.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 G7.MAA100040.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 G7.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-G8.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 H1.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-H1.MAA100140.3_57_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 H11.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 H13.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-H17.MAA000377.3_9_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,myeloid leukocyte,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+H14.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
 H18.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-H22.MAA000907.3_11_M.1.1-1-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,B cell,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
-H9.MAA100041.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-J17.MAA000377.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-J19.MAA000907.3_11_M.1.1-1-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,B cell,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+H22.MAA000907.3_11_M.1.1-1-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+J19.MAA000907.3_11_M.1.1-1-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
 J2.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 J5.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-K18.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-K5.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
 K6.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-K9.MAA000907.3_11_M.1.1-1-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,natural killer cell,myeloid cell,T cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,6,myeloid cell
-L15.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-L19.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+K9.MAA000907.3_11_M.1.1-1-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+L1.MAA000907.3_11_M.1.1-1-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
 L22.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-M14.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+L7.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+M11.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 M15.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
-M21.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-M8.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",T cell,type II NK T cell,T cell,natural killer cell,natural killer cell,mature NK T cell,3,mature NK T cell,3,T cell
-N11.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-N14.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
-N16.MAA000377.3_9_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+M4.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+M8.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,type II NK T cell,natural killer cell,natural killer cell,natural killer cell,mature NK T cell,4,mature NK T cell,4,lymphocyte
+M9.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
 N18.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-N21.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-N22.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,mature NK T cell,lymph node mantle zone B cell,T cell,B cell,B cell,B cell,6,B cell,6,B cell
-N3.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
-N8.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
-P16.MAA000377.3_9_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+N22.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+O1.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+O11.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+O2.MAA000907.3_11_M.1.1-1-1,neutrophil,neutrophil,neutrophil,neutrophil,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,8,neutrophil,8,neutrophil
+O21.MAA000907.3_11_M.1.1-1-1,neutrophil,neutrophil,neutrophil,neutrophil,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,8,neutrophil,8,neutrophil
+O3.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+O8.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+O9.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,midzonal region hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,6,hepatocyte,6,hepatocyte
+P1.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+P15.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
 P22.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell

preprocessing.json

@@ -12,10 +12,10 @@
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@@ -26,6 +26,7 @@
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@@ -69,6 +70,7 @@
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@@ -87,7 +89,6 @@
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@@ -124,6 +125,7 @@
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@@ -140,7 +142,6 @@
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@@ -158,6 +159,7 @@
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@@ -169,7 +171,6 @@
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@@ -199,14 +200,12 @@
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@@ -237,10 +236,10 @@
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@@ -267,6 +266,7 @@
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@@ -274,7 +274,6 @@
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@@ -289,6 +288,7 @@
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@@ -301,7 +301,6 @@
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@@ -315,6 +314,7 @@
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@@ -341,6 +341,7 @@
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@@ -361,7 +362,6 @@
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@@ -374,6 +374,7 @@
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@@ -424,7 +425,6 @@
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@@ -433,7 +433,6 @@
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@@ -441,7 +440,6 @@
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@@ -462,7 +460,6 @@
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@@ -528,6 +525,7 @@
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@@ -539,6 +537,7 @@
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@@ -559,6 +558,7 @@
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@@ -585,7 +585,6 @@
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@@ -597,10 +596,8 @@
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@@ -630,7 +627,6 @@
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@@ -651,7 +647,6 @@
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@@ -661,6 +656,7 @@
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@@ -686,8 +682,10 @@
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@@ -698,7 +696,6 @@
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@@ -710,7 +707,7 @@
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@@ -761,9 +758,9 @@
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@@ -777,10 +774,10 @@
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@@ -804,6 +801,7 @@
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@@ -824,10 +822,10 @@
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@@ -840,7 +838,6 @@
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@@ -867,6 +864,7 @@
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@@ -876,6 +874,7 @@
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@@ -899,8 +898,8 @@
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@@ -942,6 +941,8 @@
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@@ -951,9 +952,11 @@
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@@ -969,6 +972,7 @@
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@@ -984,6 +988,7 @@
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@@ -1004,7 +1009,6 @@
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@@ -1049,6 +1053,7 @@
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@@ -1075,6 +1080,7 @@
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@@ -1095,7 +1101,6 @@
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@@ -1161,6 +1166,7 @@
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@@ -1191,6 +1197,7 @@
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@@ -1227,7 +1234,6 @@
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@@ -1261,7 +1267,6 @@
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@@ -1274,6 +1279,7 @@
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@@ -1315,6 +1321,7 @@
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@@ -1408,10 +1415,8 @@
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@@ -1427,7 +1432,6 @@
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@@ -1437,7 +1441,6 @@
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@@ -1467,7 +1470,6 @@
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         "ENSMUSG00000026839",
@@ -1508,6 +1510,7 @@
         "ENSMUSG00000027035",
         "ENSMUSG00000027078",
         "ENSMUSG00000027088",
+        "ENSMUSG00000027109",
         "ENSMUSG00000027122",
         "ENSMUSG00000027130",
         "ENSMUSG00000027165",
@@ -1532,15 +1535,14 @@
         "ENSMUSG00000027305",
         "ENSMUSG00000027309",
         "ENSMUSG00000027314",
+        "ENSMUSG00000027327",
         "ENSMUSG00000027332",
         "ENSMUSG00000027339",
-        "ENSMUSG00000027342",
         "ENSMUSG00000027360",
         "ENSMUSG00000027361",
         "ENSMUSG00000027365",
         "ENSMUSG00000027367",
         "ENSMUSG00000027368",
-        "ENSMUSG00000027371",
         "ENSMUSG00000027381",
         "ENSMUSG00000027384",
         "ENSMUSG00000027395",
@@ -1614,7 +1616,6 @@
         "ENSMUSG00000027962",
         "ENSMUSG00000027963",
         "ENSMUSG00000027968",
-        "ENSMUSG00000027995",
         "ENSMUSG00000027997",
         "ENSMUSG00000028001",
         "ENSMUSG00000028003",
@@ -1622,16 +1623,14 @@
         "ENSMUSG00000028037",
         "ENSMUSG00000028041",
         "ENSMUSG00000028042",
-        "ENSMUSG00000028044",
+        "ENSMUSG00000028048",
         "ENSMUSG00000028049",
         "ENSMUSG00000028057",
-        "ENSMUSG00000028060",
         "ENSMUSG00000028063",
         "ENSMUSG00000028064",
         "ENSMUSG00000028066",
         "ENSMUSG00000028069",
         "ENSMUSG00000028071",
-        "ENSMUSG00000028085",
         "ENSMUSG00000028086",
         "ENSMUSG00000028089",
         "ENSMUSG00000028093",
@@ -1658,13 +1657,14 @@
         "ENSMUSG00000028292",
         "ENSMUSG00000028293",
         "ENSMUSG00000028295",
+        "ENSMUSG00000028300",
         "ENSMUSG00000028309",
         "ENSMUSG00000028312",
         "ENSMUSG00000028318",
         "ENSMUSG00000028322",
-        "ENSMUSG00000028333",
         "ENSMUSG00000028334",
         "ENSMUSG00000028337",
+        "ENSMUSG00000028344",
         "ENSMUSG00000028378",
         "ENSMUSG00000028385",
         "ENSMUSG00000028393",
@@ -1719,9 +1719,9 @@
         "ENSMUSG00000028709",
         "ENSMUSG00000028710",
         "ENSMUSG00000028713",
-        "ENSMUSG00000028715",
         "ENSMUSG00000028729",
         "ENSMUSG00000028737",
+        "ENSMUSG00000028741",
         "ENSMUSG00000028745",
         "ENSMUSG00000028757",
         "ENSMUSG00000028772",
@@ -1748,7 +1748,6 @@
         "ENSMUSG00000028898",
         "ENSMUSG00000028901",
         "ENSMUSG00000028906",
-        "ENSMUSG00000028910",
         "ENSMUSG00000028911",
         "ENSMUSG00000028914",
         "ENSMUSG00000028917",
@@ -1769,7 +1768,6 @@
         "ENSMUSG00000028975",
         "ENSMUSG00000028979",
         "ENSMUSG00000028991",
-        "ENSMUSG00000028992",
         "ENSMUSG00000028995",
         "ENSMUSG00000029004",
         "ENSMUSG00000029007",
@@ -1778,9 +1776,9 @@
         "ENSMUSG00000029022",
         "ENSMUSG00000029028",
         "ENSMUSG00000029029",
+        "ENSMUSG00000029030",
         "ENSMUSG00000029034",
         "ENSMUSG00000029053",
-        "ENSMUSG00000029056",
         "ENSMUSG00000029059",
         "ENSMUSG00000029060",
         "ENSMUSG00000029063",
@@ -1830,6 +1828,7 @@
         "ENSMUSG00000029387",
         "ENSMUSG00000029389",
         "ENSMUSG00000029392",
+        "ENSMUSG00000029397",
         "ENSMUSG00000029401",
         "ENSMUSG00000029407",
         "ENSMUSG00000029413",
@@ -1874,6 +1873,7 @@
         "ENSMUSG00000029581",
         "ENSMUSG00000029594",
         "ENSMUSG00000029596",
+        "ENSMUSG00000029598",
         "ENSMUSG00000029616",
         "ENSMUSG00000029622",
         "ENSMUSG00000029625",
@@ -1899,7 +1899,6 @@
         "ENSMUSG00000029761",
         "ENSMUSG00000029763",
         "ENSMUSG00000029771",
-        "ENSMUSG00000029772",
         "ENSMUSG00000029780",
         "ENSMUSG00000029782",
         "ENSMUSG00000029798",
@@ -1961,6 +1960,7 @@
         "ENSMUSG00000030304",
         "ENSMUSG00000030314",
         "ENSMUSG00000030315",
+        "ENSMUSG00000030330",
         "ENSMUSG00000030336",
         "ENSMUSG00000030342",
         "ENSMUSG00000030347",
@@ -1991,7 +1991,6 @@
         "ENSMUSG00000030590",
         "ENSMUSG00000030595",
         "ENSMUSG00000030602",
-        "ENSMUSG00000030605",
         "ENSMUSG00000030609",
         "ENSMUSG00000030612",
         "ENSMUSG00000030619",
@@ -2005,6 +2004,7 @@
         "ENSMUSG00000030685",
         "ENSMUSG00000030689",
         "ENSMUSG00000030691",
+        "ENSMUSG00000030695",
         "ENSMUSG00000030707",
         "ENSMUSG00000030714",
         "ENSMUSG00000030724",
@@ -2049,6 +2049,7 @@
         "ENSMUSG00000030888",
         "ENSMUSG00000030890",
         "ENSMUSG00000030895",
+        "ENSMUSG00000030917",
         "ENSMUSG00000030922",
         "ENSMUSG00000030934",
         "ENSMUSG00000030946",
@@ -2059,10 +2060,12 @@
         "ENSMUSG00000030990",
         "ENSMUSG00000031007",
         "ENSMUSG00000031012",
+        "ENSMUSG00000031015",
         "ENSMUSG00000031021",
         "ENSMUSG00000031023",
         "ENSMUSG00000031060",
         "ENSMUSG00000031068",
+        "ENSMUSG00000031072",
         "ENSMUSG00000031078",
         "ENSMUSG00000031090",
         "ENSMUSG00000031093",
@@ -2070,12 +2073,12 @@
         "ENSMUSG00000031103",
         "ENSMUSG00000031129",
         "ENSMUSG00000031134",
+        "ENSMUSG00000031143",
         "ENSMUSG00000031146",
         "ENSMUSG00000031147",
         "ENSMUSG00000031149",
         "ENSMUSG00000031154",
         "ENSMUSG00000031155",
-        "ENSMUSG00000031156",
         "ENSMUSG00000031158",
         "ENSMUSG00000031165",
         "ENSMUSG00000031166",
@@ -2109,13 +2112,13 @@
         "ENSMUSG00000031429",
         "ENSMUSG00000031431",
         "ENSMUSG00000031441",
+        "ENSMUSG00000031443",
         "ENSMUSG00000031458",
         "ENSMUSG00000031480",
         "ENSMUSG00000031483",
         "ENSMUSG00000031485",
         "ENSMUSG00000031488",
         "ENSMUSG00000031490",
-        "ENSMUSG00000031505",
         "ENSMUSG00000031506",
         "ENSMUSG00000031508",
         "ENSMUSG00000031516",
@@ -2130,7 +2133,6 @@
         "ENSMUSG00000031577",
         "ENSMUSG00000031583",
         "ENSMUSG00000031586",
-        "ENSMUSG00000031608",
         "ENSMUSG00000031609",
         "ENSMUSG00000031622",
         "ENSMUSG00000031628",
@@ -2216,13 +2218,11 @@
         "ENSMUSG00000032109",
         "ENSMUSG00000032121",
         "ENSMUSG00000032126",
-        "ENSMUSG00000032171",
         "ENSMUSG00000032175",
         "ENSMUSG00000032177",
         "ENSMUSG00000032178",
         "ENSMUSG00000032180",
         "ENSMUSG00000032182",
-        "ENSMUSG00000032187",
         "ENSMUSG00000032193",
         "ENSMUSG00000032198",
         "ENSMUSG00000032202",
@@ -2243,7 +2243,6 @@
         "ENSMUSG00000032305",
         "ENSMUSG00000032306",
         "ENSMUSG00000032310",
-        "ENSMUSG00000032312",
         "ENSMUSG00000032316",
         "ENSMUSG00000032322",
         "ENSMUSG00000032324",
@@ -2265,9 +2264,9 @@
         "ENSMUSG00000032422",
         "ENSMUSG00000032425",
         "ENSMUSG00000032434",
-        "ENSMUSG00000032436",
         "ENSMUSG00000032456",
         "ENSMUSG00000032458",
+        "ENSMUSG00000032463",
         "ENSMUSG00000032469",
         "ENSMUSG00000032498",
         "ENSMUSG00000032508",
@@ -2291,7 +2290,6 @@
         "ENSMUSG00000032580",
         "ENSMUSG00000032583",
         "ENSMUSG00000032590",
-        "ENSMUSG00000032607",
         "ENSMUSG00000032612",
         "ENSMUSG00000032615",
         "ENSMUSG00000032621",
@@ -2312,6 +2310,7 @@
         "ENSMUSG00000032802",
         "ENSMUSG00000032803",
         "ENSMUSG00000032806",
+        "ENSMUSG00000032808",
         "ENSMUSG00000032827",
         "ENSMUSG00000032840",
         "ENSMUSG00000032841",
@@ -2322,6 +2321,7 @@
         "ENSMUSG00000032898",
         "ENSMUSG00000032905",
         "ENSMUSG00000032939",
+        "ENSMUSG00000032977",
         "ENSMUSG00000032998",
         "ENSMUSG00000033016",
         "ENSMUSG00000033021",
@@ -2339,6 +2339,7 @@
         "ENSMUSG00000033102",
         "ENSMUSG00000033105",
         "ENSMUSG00000033106",
+        "ENSMUSG00000033111",
         "ENSMUSG00000033114",
         "ENSMUSG00000033147",
         "ENSMUSG00000033170",
@@ -2402,7 +2403,6 @@
         "ENSMUSG00000033985",
         "ENSMUSG00000033991",
         "ENSMUSG00000034007",
-        "ENSMUSG00000034032",
         "ENSMUSG00000034041",
         "ENSMUSG00000034064",
         "ENSMUSG00000034118",
@@ -2414,6 +2414,7 @@
         "ENSMUSG00000034175",
         "ENSMUSG00000034187",
         "ENSMUSG00000034189",
+        "ENSMUSG00000034194",
         "ENSMUSG00000034203",
         "ENSMUSG00000034216",
         "ENSMUSG00000034218",
@@ -2425,7 +2426,6 @@
         "ENSMUSG00000034266",
         "ENSMUSG00000034274",
         "ENSMUSG00000034300",
-        "ENSMUSG00000034321",
         "ENSMUSG00000034330",
         "ENSMUSG00000034342",
         "ENSMUSG00000034349",
@@ -2452,7 +2452,6 @@
         "ENSMUSG00000034563",
         "ENSMUSG00000034574",
         "ENSMUSG00000034575",
-        "ENSMUSG00000034616",
         "ENSMUSG00000034620",
         "ENSMUSG00000034634",
         "ENSMUSG00000034640",
@@ -2462,7 +2461,6 @@
         "ENSMUSG00000034663",
         "ENSMUSG00000034681",
         "ENSMUSG00000034708",
-        "ENSMUSG00000034709",
         "ENSMUSG00000034724",
         "ENSMUSG00000034748",
         "ENSMUSG00000034781",
@@ -2479,7 +2477,7 @@
         "ENSMUSG00000034902",
         "ENSMUSG00000034908",
         "ENSMUSG00000034932",
-        "ENSMUSG00000034974",
+        "ENSMUSG00000034993",
         "ENSMUSG00000035004",
         "ENSMUSG00000035007",
         "ENSMUSG00000035011",
@@ -2550,6 +2548,7 @@
         "ENSMUSG00000035878",
         "ENSMUSG00000035890",
         "ENSMUSG00000035898",
+        "ENSMUSG00000035949",
         "ENSMUSG00000035954",
         "ENSMUSG00000035960",
         "ENSMUSG00000036002",
@@ -2560,13 +2559,11 @@
         "ENSMUSG00000036061",
         "ENSMUSG00000036073",
         "ENSMUSG00000036106",
-        "ENSMUSG00000036109",
         "ENSMUSG00000036120",
-        "ENSMUSG00000036138",
-        "ENSMUSG00000036160",
         "ENSMUSG00000036167",
         "ENSMUSG00000036181",
         "ENSMUSG00000036188",
+        "ENSMUSG00000036202",
         "ENSMUSG00000036208",
         "ENSMUSG00000036214",
         "ENSMUSG00000036246",
@@ -2580,6 +2577,7 @@
         "ENSMUSG00000036390",
         "ENSMUSG00000036442",
         "ENSMUSG00000036450",
+        "ENSMUSG00000036469",
         "ENSMUSG00000036473",
         "ENSMUSG00000036529",
         "ENSMUSG00000036533",
@@ -2639,6 +2637,7 @@
         "ENSMUSG00000037071",
         "ENSMUSG00000037075",
         "ENSMUSG00000037085",
+        "ENSMUSG00000037103",
         "ENSMUSG00000037104",
         "ENSMUSG00000037134",
         "ENSMUSG00000037166",
@@ -2650,7 +2649,7 @@
         "ENSMUSG00000037251",
         "ENSMUSG00000037260",
         "ENSMUSG00000037266",
-        "ENSMUSG00000037275",
+        "ENSMUSG00000037287",
         "ENSMUSG00000037295",
         "ENSMUSG00000037318",
         "ENSMUSG00000037326",
@@ -2669,6 +2668,7 @@
         "ENSMUSG00000037440",
         "ENSMUSG00000037443",
         "ENSMUSG00000037447",
+        "ENSMUSG00000037493",
         "ENSMUSG00000037519",
         "ENSMUSG00000037526",
         "ENSMUSG00000037533",
@@ -2684,6 +2684,7 @@
         "ENSMUSG00000037706",
         "ENSMUSG00000037709",
         "ENSMUSG00000037761",
+        "ENSMUSG00000037773",
         "ENSMUSG00000037787",
         "ENSMUSG00000037788",
         "ENSMUSG00000037795",
@@ -2692,10 +2693,10 @@
         "ENSMUSG00000037902",
         "ENSMUSG00000037938",
         "ENSMUSG00000037944",
+        "ENSMUSG00000037957",
         "ENSMUSG00000037960",
         "ENSMUSG00000037966",
         "ENSMUSG00000037971",
-        "ENSMUSG00000037992",
         "ENSMUSG00000037993",
         "ENSMUSG00000038000",
         "ENSMUSG00000038013",
@@ -2713,7 +2714,6 @@
         "ENSMUSG00000038160",
         "ENSMUSG00000038173",
         "ENSMUSG00000038174",
-        "ENSMUSG00000038178",
         "ENSMUSG00000038179",
         "ENSMUSG00000038181",
         "ENSMUSG00000038188",
@@ -2753,7 +2753,6 @@
         "ENSMUSG00000038542",
         "ENSMUSG00000038544",
         "ENSMUSG00000038546",
-        "ENSMUSG00000038563",
         "ENSMUSG00000038564",
         "ENSMUSG00000038578",
         "ENSMUSG00000038582",
@@ -2794,7 +2793,6 @@
         "ENSMUSG00000039007",
         "ENSMUSG00000039018",
         "ENSMUSG00000039031",
-        "ENSMUSG00000039033",
         "ENSMUSG00000039046",
         "ENSMUSG00000039065",
         "ENSMUSG00000039068",
@@ -2805,6 +2803,7 @@
         "ENSMUSG00000039176",
         "ENSMUSG00000039182",
         "ENSMUSG00000039183",
+        "ENSMUSG00000039191",
         "ENSMUSG00000039202",
         "ENSMUSG00000039205",
         "ENSMUSG00000039208",
@@ -2831,14 +2830,18 @@
         "ENSMUSG00000039463",
         "ENSMUSG00000039480",
         "ENSMUSG00000039483",
+        "ENSMUSG00000039512",
         "ENSMUSG00000039523",
         "ENSMUSG00000039621",
         "ENSMUSG00000039623",
+        "ENSMUSG00000039633",
         "ENSMUSG00000039656",
         "ENSMUSG00000039660",
         "ENSMUSG00000039662",
         "ENSMUSG00000039678",
         "ENSMUSG00000039686",
+        "ENSMUSG00000039701",
+        "ENSMUSG00000039703",
         "ENSMUSG00000039725",
         "ENSMUSG00000039740",
         "ENSMUSG00000039763",
@@ -2869,6 +2872,7 @@
         "ENSMUSG00000040021",
         "ENSMUSG00000040026",
         "ENSMUSG00000040034",
+        "ENSMUSG00000040043",
         "ENSMUSG00000040054",
         "ENSMUSG00000040112",
         "ENSMUSG00000040146",
@@ -2882,6 +2886,7 @@
         "ENSMUSG00000040250",
         "ENSMUSG00000040263",
         "ENSMUSG00000040270",
+        "ENSMUSG00000040283",
         "ENSMUSG00000040296",
         "ENSMUSG00000040297",
         "ENSMUSG00000040302",
@@ -2917,6 +2922,7 @@
         "ENSMUSG00000040640",
         "ENSMUSG00000040648",
         "ENSMUSG00000040652",
+        "ENSMUSG00000040658",
         "ENSMUSG00000040659",
         "ENSMUSG00000040661",
         "ENSMUSG00000040667",
@@ -2953,7 +2959,6 @@
         "ENSMUSG00000041132",
         "ENSMUSG00000041135",
         "ENSMUSG00000041180",
-        "ENSMUSG00000041187",
         "ENSMUSG00000041215",
         "ENSMUSG00000041220",
         "ENSMUSG00000041231",
@@ -2961,13 +2966,12 @@
         "ENSMUSG00000041241",
         "ENSMUSG00000041263",
         "ENSMUSG00000041278",
-        "ENSMUSG00000041303",
         "ENSMUSG00000041308",
         "ENSMUSG00000041319",
         "ENSMUSG00000041341",
+        "ENSMUSG00000041353",
         "ENSMUSG00000041360",
         "ENSMUSG00000041362",
-        "ENSMUSG00000041375",
         "ENSMUSG00000041378",
         "ENSMUSG00000041415",
         "ENSMUSG00000041429",
@@ -2975,7 +2979,6 @@
         "ENSMUSG00000041444",
         "ENSMUSG00000041459",
         "ENSMUSG00000041481",
-        "ENSMUSG00000041488",
         "ENSMUSG00000041506",
         "ENSMUSG00000041515",
         "ENSMUSG00000041530",
@@ -2985,10 +2988,11 @@
         "ENSMUSG00000041567",
         "ENSMUSG00000041577",
         "ENSMUSG00000041607",
+        "ENSMUSG00000041629",
         "ENSMUSG00000041632",
+        "ENSMUSG00000041642",
         "ENSMUSG00000041654",
         "ENSMUSG00000041671",
-        "ENSMUSG00000041684",
         "ENSMUSG00000041712",
         "ENSMUSG00000041718",
         "ENSMUSG00000041720",
@@ -3015,7 +3019,6 @@
         "ENSMUSG00000041954",
         "ENSMUSG00000041961",
         "ENSMUSG00000041974",
-        "ENSMUSG00000041975",
         "ENSMUSG00000041995",
         "ENSMUSG00000042010",
         "ENSMUSG00000042032",
@@ -3057,7 +3060,6 @@
         "ENSMUSG00000042605",
         "ENSMUSG00000042608",
         "ENSMUSG00000042613",
-        "ENSMUSG00000042626",
         "ENSMUSG00000042642",
         "ENSMUSG00000042659",
         "ENSMUSG00000042660",
@@ -3087,17 +3089,20 @@
         "ENSMUSG00000043411",
         "ENSMUSG00000043432",
         "ENSMUSG00000043510",
+        "ENSMUSG00000043681",
         "ENSMUSG00000043683",
         "ENSMUSG00000043687",
         "ENSMUSG00000043702",
         "ENSMUSG00000043832",
         "ENSMUSG00000043895",
+        "ENSMUSG00000043923",
         "ENSMUSG00000043931",
         "ENSMUSG00000043953",
         "ENSMUSG00000043964",
         "ENSMUSG00000043987",
         "ENSMUSG00000044026",
         "ENSMUSG00000044042",
+        "ENSMUSG00000044068",
         "ENSMUSG00000044147",
         "ENSMUSG00000044148",
         "ENSMUSG00000044199",
@@ -3119,7 +3124,6 @@
         "ENSMUSG00000044534",
         "ENSMUSG00000044734",
         "ENSMUSG00000044763",
-        "ENSMUSG00000044768",
         "ENSMUSG00000044783",
         "ENSMUSG00000044788",
         "ENSMUSG00000044791",
@@ -3128,10 +3132,11 @@
         "ENSMUSG00000044876",
         "ENSMUSG00000044881",
         "ENSMUSG00000044982",
-        "ENSMUSG00000045039",
+        "ENSMUSG00000044991",
         "ENSMUSG00000045078",
         "ENSMUSG00000045087",
         "ENSMUSG00000045098",
+        "ENSMUSG00000045100",
         "ENSMUSG00000045103",
         "ENSMUSG00000045165",
         "ENSMUSG00000045180",
@@ -3173,6 +3178,7 @@
         "ENSMUSG00000046020",
         "ENSMUSG00000046031",
         "ENSMUSG00000046080",
+        "ENSMUSG00000046138",
         "ENSMUSG00000046139",
         "ENSMUSG00000046157",
         "ENSMUSG00000046185",
@@ -3186,15 +3192,13 @@
         "ENSMUSG00000046562",
         "ENSMUSG00000046573",
         "ENSMUSG00000046574",
-        "ENSMUSG00000046668",
-        "ENSMUSG00000046691",
+        "ENSMUSG00000046675",
         "ENSMUSG00000046707",
         "ENSMUSG00000046722",
         "ENSMUSG00000046811",
         "ENSMUSG00000046814",
         "ENSMUSG00000046822",
         "ENSMUSG00000046840",
-        "ENSMUSG00000046879",
         "ENSMUSG00000046909",
         "ENSMUSG00000046959",
         "ENSMUSG00000046982",
@@ -3229,6 +3233,7 @@
         "ENSMUSG00000047789",
         "ENSMUSG00000047832",
         "ENSMUSG00000047843",
+        "ENSMUSG00000047880",
         "ENSMUSG00000047909",
         "ENSMUSG00000047945",
         "ENSMUSG00000047963",
@@ -3239,14 +3244,12 @@
         "ENSMUSG00000048175",
         "ENSMUSG00000048277",
         "ENSMUSG00000048351",
-        "ENSMUSG00000048379",
         "ENSMUSG00000048429",
         "ENSMUSG00000048440",
         "ENSMUSG00000048489",
         "ENSMUSG00000048521",
         "ENSMUSG00000048578",
         "ENSMUSG00000048581",
-        "ENSMUSG00000048701",
         "ENSMUSG00000048731",
         "ENSMUSG00000048756",
         "ENSMUSG00000048779",
@@ -3264,6 +3267,7 @@
         "ENSMUSG00000049130",
         "ENSMUSG00000049305",
         "ENSMUSG00000049313",
+        "ENSMUSG00000049321",
         "ENSMUSG00000049327",
         "ENSMUSG00000049382",
         "ENSMUSG00000049396",
@@ -3322,7 +3326,6 @@
         "ENSMUSG00000051147",
         "ENSMUSG00000051149",
         "ENSMUSG00000051169",
-        "ENSMUSG00000051184",
         "ENSMUSG00000051212",
         "ENSMUSG00000051232",
         "ENSMUSG00000051236",
@@ -3330,6 +3333,7 @@
         "ENSMUSG00000051306",
         "ENSMUSG00000051344",
         "ENSMUSG00000051359",
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