Update README.md

README.md

@@ -19,7 +19,7 @@ configs:
 
 # DisProt Protein Disorder Annotations
 
-This dataset contains a viewer-friendly protein-level Parquet table derived from the DisProt JSONL source in this repository. Each row is one DisProt protein entry. Curated disorder/function/transition regions are also available as `metadata/regions.parquet`.
+DisProt is a manually curated database of intrinsically disordered proteins and regions, including experimental evidence and functional annotations for protein disorder.
 
 ## Splits
 
@@ -113,6 +113,17 @@ print(regions.head())
 | `gene_names` | Gene names and synonyms. |
 | `split_bucket` | Deterministic split bucket from `sha256(disprot_id) % 10`. |
 
-## Preparation
+# Citation
 
-The normalization script used to create the Parquet files is included at `scripts/prepare_disprot_dataset.py`.
+```
+@article{quaglia2022disprot,
+  title   = {{DisProt} in 2022: improved quality and accessibility of protein intrinsic disorder annotation},
+  author  = {Quaglia, Federica and M{\'e}sz{\'a}ros, B{\'a}lint and Salladini, Elisa and others},
+  journal = {Nucleic Acids Research},
+  volume  = {50},
+  number  = {D1},
+  pages   = {D480--D487},
+  year    = {2022},
+  doi     = {10.1093/nar/gkab1082}
+}
+```