Add files using upload-large-folder tool

.gitattributes

@@ -57,3 +57,18 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Cataracts_1/prote_metab/metab_Cataracts_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Atrial_Fibrillation_4/prote_metab/metab_Atrial_Fibrillation_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Glaucoma_2/prote_metab/metab_Glaucoma_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/T2_Diabetes_3/prote_metab/metab_T2_Diabetes_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Cataracts_4/prote_metab/metab_Cataracts_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Renal_Disease_1/prote_metab/metab_Renal_Disease_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Atrial_Fibrillation_3/prote_metab/metab_Atrial_Fibrillation_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/MACE_2/prote_metab/metab_MACE_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Liver_Disease_3/prote_metab/metab_Liver_Disease_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/COPD_4/prote_metab/metab_COPD_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Prostate_Cancer_5/prote_metab/prote_Prostate_Cancer_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Fractures_3/prote_metab/metab_Fractures_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Liver_Disease_4/prote_metab/metab_Liver_Disease_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Dementia_4/prote_metab/metab_Dementia_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text
+PANEL/omega/input_gradients/Breast_Cancer_3/prote_metab/prote_Breast_Cancer_surv_res_individual_grads.csv filter=lfs diff=lfs merge=lfs -text

PANEL/omega/input_gradients/Asthma_1/prote_metab/metab_Asthma_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,6.583642e-08,2.908591e-07
+Gln,2.5517355e-08,1.2726379e-07
+Gly,-4.6528108e-08,2.5138493e-07
+His,5.350251e-09,1.9259513e-08
+Ile,5.699705e-10,1.7353448e-08
+Leu,4.7766743e-08,2.0883444e-07
+Total BCAA,6.7611e-08,2.7845311e-07
+Val,-4.33003e-10,2.6033135e-08
+Phe,-3.7110368e-09,2.1502954e-08
+Tyr,-1.5641033e-08,7.116104e-08
+ApoA1,-4.797309e-07,1.672852e-06
+ApoB,-1.5547949e-08,9.72035e-08
+Clinical LDL-C,3.1469372e-07,1.3810632e-06
+HDL-C,2.378821e-07,9.407845e-07
+LDL-C,-3.8074742e-07,1.180933e-06
+non-HDL-C,-6.0346923e-07,2.1339824e-06
+Remnant-C,1.3152905e-07,5.282468e-07
+Total-C,1.1566439e-08,4.760002e-07
+VLDL-C,-6.297697e-08,2.8821628e-07
+HDL-CE,-2.660662e-07,1.0438063e-06
+LDL-CE,-5.2476344e-07,1.487725e-06
+Total-CE,9.800608e-07,2.8598342e-06
+VLDL-CE,-4.330166e-08,2.3609414e-07
+DHA,1.3046035e-07,4.908309e-07
+LA,-1.5774249e-06,7.14508e-06
+MUFA,7.861215e-07,1.9053252e-06
+Omega-3,9.4007085e-08,3.4613262e-07
+Omega-6,5.038653e-07,2.2104914e-06
+PUFA,4.8099885e-08,7.541776e-07
+SFA,-1.2423924e-07,3.2384563e-07
+Total-FA,3.8897424e-06,1.0029877e-05
+Unsaturation,-1.9395708e-08,5.7304707e-08
+Albumin,6.951314e-07,4.4736234e-06
+Creatinine,2.489935e-08,7.827511e-08
+HDL-FC,2.5553943e-08,1.1946723e-07
+LDL-FC,4.9783576e-08,2.3332085e-07
+Total-FC,5.4666507e-09,9.441408e-08
+VLDL-FC,7.0074876e-08,2.8924921e-07
+Citrate,-1.6721927e-08,7.1991195e-08
+Glucose,-1.5480384e-06,2.1618957e-06
+Lactate,-5.0137277e-07,1.8308806e-06
+Pyruvate,1.4610734e-08,4.9692805e-08
+GlycA,2.8945964e-08,5.7085096e-08
+Acetate,2.8779852e-09,3.807387e-09
+Acetoacetate,-2.7571193e-08,4.957154e-08
+Acetone,-5.3591003e-09,2.6166337e-08
+bOHbutyrate,1.0931272e-07,1.2455408e-07
+HDL-P,-1.3146328e-09,4.0935046e-09
+LDL-P,-3.01547e-10,9.789569e-10
+Total-P,-4.8627014e-10,2.2807685e-09
+VLDL-P,-2.6010048e-11,9.881692e-11
+HDL size,3.4892338e-07,1.224547e-06
+LDL size,-4.507454e-08,1.5238497e-07
+VLDL size,-1.1216837e-07,1.0245138e-06
+XXL-VLDL-L,-1.3597884e-07,4.7165202e-07
+XXL-VLDL-P,-1.0513013e-12,3.9931535e-12
+XL-VLDL-C,8.8902725e-09,3.458752e-08
+XL-VLDL-CE,4.604868e-09,2.4423835e-08
+XL-VLDL-L,-1.1685334e-07,4.1391664e-07
+XL-VLDL-P,8.94454e-14,1.511394e-12
+XL-VLDL-TG,1.0811215e-07,3.3246883e-07
+L-VLDL-C,6.364253e-08,2.5640603e-07
+L-VLDL-CE,1.1501614e-08,5.207729e-08
+L-VLDL-FC,-4.1618367e-09,1.893819e-08
+L-VLDL-L,1.1484888e-07,4.1817165e-07
+L-VLDL-P,7.2033638e-12,2.5816155e-11
+L-VLDL-PL,-6.984349e-08,2.5973927e-07
+L-VLDL-TG,6.684563e-09,7.951897e-08
+M-VLDL-C,1.2777088e-08,6.704407e-08
+M-VLDL-CE,5.5742984e-08,2.3920973e-07
+M-VLDL-FC,2.893472e-08,1.1703341e-07
+M-VLDL-L,-1.9873576e-07,7.214538e-07
+M-VLDL-P,3.7903938e-12,1.5761156e-11
+M-VLDL-PL,4.8614993e-08,1.8163908e-07
+M-VLDL-TG,-4.2879634e-08,1.8929452e-07
+S-VLDL-C,9.421606e-08,3.6750671e-07
+S-VLDL-CE,-1.9039334e-08,8.1000444e-08
+S-VLDL-FC,-2.0798737e-08,8.117592e-08
+S-VLDL-L,2.9800256e-07,1.0878686e-06
+S-VLDL-P,-2.9256635e-11,1.1059136e-10
+S-VLDL-PL,-5.0757447e-09,2.8584697e-08
+S-VLDL-TG,-3.611002e-08,1.3858909e-07
+XS-VLDL-C,-4.674782e-08,1.690459e-07
+XS-VLDL-CE,6.509663e-09,3.5363595e-08
+XS-VLDL-FC,2.9896746e-08,1.0807135e-07
+XS-VLDL-L,1.8791066e-07,6.5654376e-07
+XS-VLDL-P,1.182377e-11,3.781006e-11
+XS-VLDL-PL,-3.7784453e-08,1.4068317e-07
+XS-VLDL-TG,2.7671787e-08,9.236252e-08
+IDL-C,2.200444e-07,8.5181324e-07
+IDL-CE,-2.3312595e-08,1.4203677e-07
+IDL-FC,-4.8501423e-08,1.7400994e-07
+IDL-L,-2.1163967e-07,7.2475e-07
+IDL-P,1.6680997e-11,1.0216743e-10
+IDL-PL,-1.0655838e-07,3.7237933e-07
+IDL-TG,2.5530055e-08,7.2478535e-08
+L-LDL-C,1.579882e-08,1.2756165e-07
+L-LDL-CE,2.3667438e-07,6.7498416e-07
+L-LDL-FC,-1.2675855e-07,4.2482492e-07
+L-LDL-L,-3.2267124e-07,9.921206e-07
+L-LDL-P,-2.7019898e-11,1.1243574e-10
+L-LDL-PL,-3.8739962e-08,1.581676e-07
+L-LDL-TG,5.2921123e-08,1.221934e-07
+M-LDL-C,-4.8567554e-08,1.4157379e-07
+M-LDL-CE,-1.02678996e-07,3.0147325e-07
+M-LDL-FC,2.6833849e-08,9.402244e-08
+M-LDL-L,1.5995006e-07,5.082685e-07
+M-LDL-P,-1.251808e-10,4.0121642e-10
+M-LDL-PL,-2.7946948e-08,9.055658e-08
+M-LDL-TG,-3.1229115e-09,1.2072415e-08
+S-LDL-C,3.1639726e-08,1.0263696e-07
+S-LDL-CE,3.5903243e-09,2.5893787e-08
+S-LDL-FC,6.495262e-09,3.1170973e-08
+S-LDL-L,-1.0704678e-07,3.4878374e-07
+S-LDL-P,1.2641394e-11,4.2752656e-11
+S-LDL-PL,1.635166e-08,6.571241e-08
+XL-HDL-C,-6.2289103e-09,4.500867e-08
+XL-HDL-CE,1.2264035e-08,5.028222e-08
+XL-HDL-FC,-3.9908503e-09,1.3704073e-08
+XL-HDL-L,1.4267322e-07,5.216563e-07
+XL-HDL-P,4.7736915e-11,1.7884225e-10
+XL-HDL-PL,6.1131495e-08,2.1972967e-07
+L-HDL-C,-2.0829647e-07,7.8420135e-07
+L-HDL-CE,1.3382207e-07,4.904611e-07
+L-HDL-FC,-4.8904752e-08,1.6928735e-07
+L-HDL-L,-2.1832165e-08,2.2479468e-07
+L-HDL-P,-6.9517886e-10,2.4421694e-09
+L-HDL-PL,2.3985692e-07,8.7957625e-07
+L-HDL-TG,-1.2370238e-08,5.88788e-08
+M-HDL-C,1.1437599e-07,4.666798e-07
+M-HDL-CE,-4.134303e-07,1.5725473e-06
+M-HDL-FC,1.804348e-08,6.7050316e-08
+M-HDL-L,8.153306e-08,3.9301258e-07
+M-HDL-P,2.5526084e-10,1.0686844e-09
+M-HDL-PL,9.546338e-08,3.7464824e-07
+M-HDL-TG,4.2632724e-08,1.9860225e-07
+S-HDL-C,-7.396765e-08,2.43808e-07
+S-HDL-CE,-9.3062404e-08,3.2850534e-07
+S-HDL-FC,2.5925177e-08,7.107343e-08
+S-HDL-L,-1.9164009e-08,1.2653786e-07
+S-HDL-P,-1.5561562e-10,9.881762e-10
+S-HDL-PL,-5.9831905e-08,2.499178e-07
+S-HDL-TG,-2.2583393e-08,8.4202235e-08
+Cholines,-9.210785e-07,2.3654063e-06
+Phosphatidylc,-1.3296129e-07,3.5663385e-07
+Phosphoglyc,-6.2696336e-07,1.5188944e-06
+Sphingomyelins,-2.9451984e-08,7.7856406e-08
+HDL-PL,-3.864835e-07,1.4837634e-06
+LDL-PL,-1.1425512e-07,4.2433683e-07
+Total-PL,-6.9817e-07,1.7470426e-06
+VLDL-PL,-8.2459316e-08,3.4730934e-07
+HDL-L,-3.714167e-07,1.4728382e-06
+LDL-L,-8.0329535e-08,3.156522e-07
+Total-L,-6.589288e-07,1.5185212e-06
+VLDL-L,-6.125405e-08,7.393393e-07
+HDL-TG,-5.136263e-08,2.2609805e-07
+LDL-TG,-2.708505e-08,6.155678e-08
+Total-TG,5.5675923e-07,1.9156266e-06
+VLDL-TG,8.675635e-07,2.8488255e-06

PANEL/omega/input_gradients/Asthma_1/prote_metab/metab_Asthma_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,6.583642e-08,2.908591e-07
+Gln,2.5517355e-08,1.2726379e-07
+Gly,-4.6528108e-08,2.5138493e-07
+His,5.350251e-09,1.9259513e-08
+Ile,5.699705e-10,1.7353448e-08
+Leu,4.7766743e-08,2.0883444e-07
+Total BCAA,6.7611e-08,2.7845311e-07
+Val,-4.33003e-10,2.6033135e-08
+Phe,-3.7110368e-09,2.1502954e-08
+Tyr,-1.5641033e-08,7.116104e-08
+ApoA1,-4.797309e-07,1.672852e-06
+ApoB,-1.5547949e-08,9.72035e-08
+Clinical LDL-C,3.1469372e-07,1.3810632e-06
+HDL-C,2.378821e-07,9.407845e-07
+LDL-C,-3.8074742e-07,1.180933e-06
+non-HDL-C,-6.0346923e-07,2.1339824e-06
+Remnant-C,1.3152905e-07,5.282468e-07
+Total-C,1.1566439e-08,4.760002e-07
+VLDL-C,-6.297697e-08,2.8821628e-07
+HDL-CE,-2.660662e-07,1.0438063e-06
+LDL-CE,-5.2476344e-07,1.487725e-06
+Total-CE,9.800608e-07,2.8598342e-06
+VLDL-CE,-4.330166e-08,2.3609414e-07
+DHA,1.3046035e-07,4.908309e-07
+LA,-1.5774249e-06,7.14508e-06
+MUFA,7.861215e-07,1.9053252e-06
+Omega-3,9.4007085e-08,3.4613262e-07
+Omega-6,5.038653e-07,2.2104914e-06
+PUFA,4.8099885e-08,7.541776e-07
+SFA,-1.2423924e-07,3.2384563e-07
+Total-FA,3.8897424e-06,1.0029877e-05
+Unsaturation,-1.9395708e-08,5.7304707e-08
+Albumin,6.951314e-07,4.4736234e-06
+Creatinine,2.489935e-08,7.827511e-08
+HDL-FC,2.5553943e-08,1.1946723e-07
+LDL-FC,4.9783576e-08,2.3332085e-07
+Total-FC,5.4666507e-09,9.441408e-08
+VLDL-FC,7.0074876e-08,2.8924921e-07
+Citrate,-1.6721927e-08,7.1991195e-08
+Glucose,-1.5480384e-06,2.1618957e-06
+Lactate,-5.0137277e-07,1.8308806e-06
+Pyruvate,1.4610734e-08,4.9692805e-08
+GlycA,2.8945964e-08,5.7085096e-08
+Acetate,2.8779852e-09,3.807387e-09
+Acetoacetate,-2.7571193e-08,4.957154e-08
+Acetone,-5.3591003e-09,2.6166337e-08
+bOHbutyrate,1.0931272e-07,1.2455408e-07
+HDL-P,-1.3146328e-09,4.0935046e-09
+LDL-P,-3.01547e-10,9.789569e-10
+Total-P,-4.8627014e-10,2.2807685e-09
+VLDL-P,-2.6010048e-11,9.881692e-11
+HDL size,3.4892338e-07,1.224547e-06
+LDL size,-4.507454e-08,1.5238497e-07
+VLDL size,-1.1216837e-07,1.0245138e-06
+XXL-VLDL-L,-1.3597884e-07,4.7165202e-07
+XXL-VLDL-P,-1.0513013e-12,3.9931535e-12
+XL-VLDL-C,8.8902725e-09,3.458752e-08
+XL-VLDL-CE,4.604868e-09,2.4423835e-08
+XL-VLDL-L,-1.1685334e-07,4.1391664e-07
+XL-VLDL-P,8.94454e-14,1.511394e-12
+XL-VLDL-TG,1.0811215e-07,3.3246883e-07
+L-VLDL-C,6.364253e-08,2.5640603e-07
+L-VLDL-CE,1.1501614e-08,5.207729e-08
+L-VLDL-FC,-4.1618367e-09,1.893819e-08
+L-VLDL-L,1.1484888e-07,4.1817165e-07
+L-VLDL-P,7.2033638e-12,2.5816155e-11
+L-VLDL-PL,-6.984349e-08,2.5973927e-07
+L-VLDL-TG,6.684563e-09,7.951897e-08
+M-VLDL-C,1.2777088e-08,6.704407e-08
+M-VLDL-CE,5.5742984e-08,2.3920973e-07
+M-VLDL-FC,2.893472e-08,1.1703341e-07
+M-VLDL-L,-1.9873576e-07,7.214538e-07
+M-VLDL-P,3.7903938e-12,1.5761156e-11
+M-VLDL-PL,4.8614993e-08,1.8163908e-07
+M-VLDL-TG,-4.2879634e-08,1.8929452e-07
+S-VLDL-C,9.421606e-08,3.6750671e-07
+S-VLDL-CE,-1.9039334e-08,8.1000444e-08
+S-VLDL-FC,-2.0798737e-08,8.117592e-08
+S-VLDL-L,2.9800256e-07,1.0878686e-06
+S-VLDL-P,-2.9256635e-11,1.1059136e-10
+S-VLDL-PL,-5.0757447e-09,2.8584697e-08
+S-VLDL-TG,-3.611002e-08,1.3858909e-07
+XS-VLDL-C,-4.674782e-08,1.690459e-07
+XS-VLDL-CE,6.509663e-09,3.5363595e-08
+XS-VLDL-FC,2.9896746e-08,1.0807135e-07
+XS-VLDL-L,1.8791066e-07,6.5654376e-07
+XS-VLDL-P,1.182377e-11,3.781006e-11
+XS-VLDL-PL,-3.7784453e-08,1.4068317e-07
+XS-VLDL-TG,2.7671787e-08,9.236252e-08
+IDL-C,2.200444e-07,8.5181324e-07
+IDL-CE,-2.3312595e-08,1.4203677e-07
+IDL-FC,-4.8501423e-08,1.7400994e-07
+IDL-L,-2.1163967e-07,7.2475e-07
+IDL-P,1.6680997e-11,1.0216743e-10
+IDL-PL,-1.0655838e-07,3.7237933e-07
+IDL-TG,2.5530055e-08,7.2478535e-08
+L-LDL-C,1.579882e-08,1.2756165e-07
+L-LDL-CE,2.3667438e-07,6.7498416e-07
+L-LDL-FC,-1.2675855e-07,4.2482492e-07
+L-LDL-L,-3.2267124e-07,9.921206e-07
+L-LDL-P,-2.7019898e-11,1.1243574e-10
+L-LDL-PL,-3.8739962e-08,1.581676e-07
+L-LDL-TG,5.2921123e-08,1.221934e-07
+M-LDL-C,-4.8567554e-08,1.4157379e-07
+M-LDL-CE,-1.02678996e-07,3.0147325e-07
+M-LDL-FC,2.6833849e-08,9.402244e-08
+M-LDL-L,1.5995006e-07,5.082685e-07
+M-LDL-P,-1.251808e-10,4.0121642e-10
+M-LDL-PL,-2.7946948e-08,9.055658e-08
+M-LDL-TG,-3.1229115e-09,1.2072415e-08
+S-LDL-C,3.1639726e-08,1.0263696e-07
+S-LDL-CE,3.5903243e-09,2.5893787e-08
+S-LDL-FC,6.495262e-09,3.1170973e-08
+S-LDL-L,-1.0704678e-07,3.4878374e-07
+S-LDL-P,1.2641394e-11,4.2752656e-11
+S-LDL-PL,1.635166e-08,6.571241e-08
+XL-HDL-C,-6.2289103e-09,4.500867e-08
+XL-HDL-CE,1.2264035e-08,5.028222e-08
+XL-HDL-FC,-3.9908503e-09,1.3704073e-08
+XL-HDL-L,1.4267322e-07,5.216563e-07
+XL-HDL-P,4.7736915e-11,1.7884225e-10
+XL-HDL-PL,6.1131495e-08,2.1972967e-07
+L-HDL-C,-2.0829647e-07,7.8420135e-07
+L-HDL-CE,1.3382207e-07,4.904611e-07
+L-HDL-FC,-4.8904752e-08,1.6928735e-07
+L-HDL-L,-2.1832165e-08,2.2479468e-07
+L-HDL-P,-6.9517886e-10,2.4421694e-09
+L-HDL-PL,2.3985692e-07,8.7957625e-07
+L-HDL-TG,-1.2370238e-08,5.88788e-08
+M-HDL-C,1.1437599e-07,4.666798e-07
+M-HDL-CE,-4.134303e-07,1.5725473e-06
+M-HDL-FC,1.804348e-08,6.7050316e-08
+M-HDL-L,8.153306e-08,3.9301258e-07
+M-HDL-P,2.5526084e-10,1.0686844e-09
+M-HDL-PL,9.546338e-08,3.7464824e-07
+M-HDL-TG,4.2632724e-08,1.9860225e-07
+S-HDL-C,-7.396765e-08,2.43808e-07
+S-HDL-CE,-9.3062404e-08,3.2850534e-07
+S-HDL-FC,2.5925177e-08,7.107343e-08
+S-HDL-L,-1.9164009e-08,1.2653786e-07
+S-HDL-P,-1.5561562e-10,9.881762e-10
+S-HDL-PL,-5.9831905e-08,2.499178e-07
+S-HDL-TG,-2.2583393e-08,8.4202235e-08
+Cholines,-9.210785e-07,2.3654063e-06
+Phosphatidylc,-1.3296129e-07,3.5663385e-07
+Phosphoglyc,-6.2696336e-07,1.5188944e-06
+Sphingomyelins,-2.9451984e-08,7.7856406e-08
+HDL-PL,-3.864835e-07,1.4837634e-06
+LDL-PL,-1.1425512e-07,4.2433683e-07
+Total-PL,-6.9817e-07,1.7470426e-06
+VLDL-PL,-8.2459316e-08,3.4730934e-07
+HDL-L,-3.714167e-07,1.4728382e-06
+LDL-L,-8.0329535e-08,3.156522e-07
+Total-L,-6.589288e-07,1.5185212e-06
+VLDL-L,-6.125405e-08,7.393393e-07
+HDL-TG,-5.136263e-08,2.2609805e-07
+LDL-TG,-2.708505e-08,6.155678e-08
+Total-TG,5.5675923e-07,1.9156266e-06
+VLDL-TG,8.675635e-07,2.8488255e-06

PANEL/omega/input_gradients/Asthma_4/prote_metab/metab_Asthma_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,4.166863e-08,2.89182e-08
+Gln,2.1387928e-08,3.4584314e-08
+Gly,7.92087e-08,2.4493026e-08
+His,-3.0179796e-09,4.4699338e-09
+Ile,2.3683588e-09,6.4940826e-09
+Leu,-7.262853e-08,1.434385e-08
+Total BCAA,-1.1652098e-07,3.571864e-08
+Val,7.9397374e-08,1.6449242e-08
+Phe,1.054652e-08,4.4869792e-09
+Tyr,-3.412386e-08,8.062118e-09
+ApoA1,3.5555902e-07,1.00715475e-07
+ApoB,-3.8161167e-07,8.7388734e-08
+Clinical LDL-C,-2.2301144e-06,3.692069e-07
+HDL-C,1.7651506e-07,1.0612702e-07
+LDL-C,1.3924141e-06,2.1647855e-07
+non-HDL-C,-6.8565924e-07,4.2665636e-07
+Remnant-C,4.5141326e-07,1.6505628e-07
+Total-C,1.5739835e-06,4.0784275e-07
+VLDL-C,7.198997e-07,1.2290742e-07
+HDL-CE,-7.6098374e-08,8.388328e-08
+LDL-CE,-2.4991522e-07,1.3196934e-07
+Total-CE,-1.9146294e-06,2.8575803e-07
+VLDL-CE,-7.8141575e-08,7.2275725e-08
+DHA,1.6805379e-07,3.223071e-08
+LA,-1.1142616e-06,4.0309868e-07
+MUFA,1.9533483e-07,2.8455304e-07
+Omega-3,3.2332275e-07,8.908133e-08
+Omega-6,3.1869618e-07,3.3553448e-07
+PUFA,3.1889692e-07,3.1686125e-07
+SFA,1.0933484e-07,5.539387e-07
+Total-FA,6.9721987e-06,1.8909097e-06
+Unsaturation,-8.960213e-08,3.0589394e-08
+Albumin,2.5796114e-06,1.4208315e-06
+Creatinine,-5.0719514e-08,8.593203e-09
+HDL-FC,-6.989184e-08,3.2175564e-08
+LDL-FC,-2.0130761e-07,4.624893e-08
+Total-FC,5.8299213e-07,1.462013e-07
+VLDL-FC,9.289599e-08,3.5702055e-08
+Citrate,3.8285165e-08,6.9223702e-09
+Glucose,5.470794e-07,4.2575846e-07
+Lactate,-2.3260886e-06,4.6064952e-07
+Pyruvate,-1.3430593e-08,9.3003845e-09
+GlycA,6.919021e-08,5.5664454e-08
+Acetate,-6.117108e-08,3.0388005e-08
+Acetoacetate,7.138736e-09,4.5221107e-09
+Acetone,-1.16274785e-08,1.883583e-09
+bOHbutyrate,1.11689275e-07,2.7719175e-08
+HDL-P,-3.4653285e-09,1.0151028e-09
+LDL-P,-1.3228728e-09,1.700344e-10
+Total-P,3.0563638e-09,8.623687e-10
+VLDL-P,1.2586295e-10,2.3437611e-11
+HDL size,6.2097575e-07,9.359388e-08
+LDL size,-4.2567866e-08,3.1786467e-08
+VLDL size,-1.8833184e-06,4.7533447e-07
+XXL-VLDL-L,1.0092453e-08,7.4215365e-08
+XXL-VLDL-P,-4.1350213e-12,7.9901006e-13
+XL-VLDL-C,1.4528554e-07,2.0650534e-08
+XL-VLDL-CE,8.532463e-10,6.1680727e-09
+XL-VLDL-L,7.177801e-08,4.9806168e-08
+XL-VLDL-P,4.3756674e-12,9.348064e-13
+XL-VLDL-TG,1.0384197e-07,2.929067e-08
+L-VLDL-C,1.2949177e-07,2.4887607e-08
+L-VLDL-CE,4.7601265e-09,7.511044e-09
+L-VLDL-FC,9.3539e-09,8.528846e-09
+L-VLDL-L,-1.0374398e-07,7.183173e-08
+L-VLDL-P,-5.5264647e-12,2.23089e-12
+L-VLDL-PL,-9.588751e-08,1.8222662e-08
+L-VLDL-TG,1.0013135e-07,4.1637094e-08
+M-VLDL-C,2.2693744e-07,3.4917953e-08
+M-VLDL-CE,1.12873366e-07,1.9558769e-08
+M-VLDL-FC,-2.7684758e-08,1.5403135e-08
+M-VLDL-L,-1.8318724e-08,9.229012e-08
+M-VLDL-P,3.1250072e-11,7.9196285e-12
+M-VLDL-PL,1.10586925e-07,2.3135312e-08
+M-VLDL-TG,3.0701105e-07,5.3055007e-08
+S-VLDL-C,-7.1346435e-08,2.0878863e-08
+S-VLDL-CE,1.0782056e-07,1.8177268e-08
+S-VLDL-FC,4.0664073e-08,7.654627e-09
+S-VLDL-L,3.453738e-07,6.41602e-08
+S-VLDL-P,-2.8467909e-11,5.3876235e-12
+S-VLDL-PL,-6.3076875e-08,1.2127527e-08
+S-VLDL-TG,-2.6744466e-08,2.570123e-08
+XS-VLDL-C,1.2948182e-07,2.3761213e-08
+XS-VLDL-CE,6.799396e-08,1.920512e-08
+XS-VLDL-FC,-5.3789767e-10,5.5234026e-09
+XS-VLDL-L,-2.865691e-08,2.7577215e-08
+XS-VLDL-P,-2.8005615e-11,5.5170733e-12
+XS-VLDL-PL,4.5113538e-08,1.0424933e-08
+XS-VLDL-TG,7.2589714e-08,1.0317371e-08
+IDL-C,3.0574473e-08,8.156975e-08
+IDL-CE,-2.2458025e-07,6.134885e-08
+IDL-FC,-1.2194312e-07,2.5399721e-08
+IDL-L,-1.7538564e-07,1.4489326e-07
+IDL-P,7.675133e-11,2.7581415e-11
+IDL-PL,1.5887558e-07,2.558686e-08
+IDL-TG,-1.6820805e-09,1.0952452e-08
+L-LDL-C,1.0418613e-06,1.6601895e-07
+L-LDL-CE,-6.5635015e-07,1.0243657e-07
+L-LDL-FC,-2.1737516e-07,3.7755555e-08
+L-LDL-L,3.8987187e-07,1.5258682e-07
+L-LDL-P,-1.6055099e-10,5.6873273e-11
+L-LDL-PL,-5.1095768e-08,3.564813e-08
+L-LDL-TG,-3.0040336e-08,1.2729529e-08
+M-LDL-C,-1.7296614e-07,5.396401e-08
+M-LDL-CE,-1.9005292e-07,3.7577273e-08
+M-LDL-FC,3.650864e-08,1.27811255e-08
+M-LDL-L,1.706567e-07,7.890869e-08
+M-LDL-P,-1.2798135e-10,3.7342313e-11
+M-LDL-PL,1.2931137e-07,2.2458408e-08
+M-LDL-TG,-5.0661924e-09,5.670332e-09
+S-LDL-C,-6.733957e-08,1.7597596e-08
+S-LDL-CE,1.8140957e-08,1.458076e-08
+S-LDL-FC,-8.342648e-09,5.6062377e-09
+S-LDL-L,1.6426607e-07,3.1310435e-08
+S-LDL-P,7.4094744e-11,1.429151e-11
+S-LDL-PL,-2.7334948e-09,7.377833e-09
+XL-HDL-C,-6.711369e-08,1.2214452e-08
+XL-HDL-CE,-8.2593354e-10,1.1869391e-08
+XL-HDL-FC,-3.789273e-09,3.5555574e-09
+XL-HDL-L,-4.7905456e-08,2.6047802e-08
+XL-HDL-P,-2.780669e-10,6.324024e-11
+XL-HDL-PL,-1.780929e-08,1.4179518e-08
+L-HDL-C,2.6002252e-07,9.338038e-08
+L-HDL-CE,5.136831e-07,9.5164026e-08
+L-HDL-FC,-8.6916145e-08,1.5256283e-08
+L-HDL-L,-2.8369305e-07,1.8562764e-07
+L-HDL-P,1.0211949e-09,4.5845217e-10
+L-HDL-PL,9.307425e-08,5.5639543e-08
+L-HDL-TG,1.7984318e-08,4.960398e-09
+M-HDL-C,-4.366706e-09,5.0481475e-08
+M-HDL-CE,-6.496636e-08,4.464239e-08
+M-HDL-FC,-1.5092995e-08,8.21776e-09
+M-HDL-L,2.9410174e-07,9.626096e-08
+M-HDL-P,-1.1675483e-09,5.7531946e-10
+M-HDL-PL,-9.871173e-10,4.4448136e-08
+M-HDL-TG,-2.2339834e-10,1.0115288e-08
+S-HDL-C,2.8768554e-08,2.85358e-08
+S-HDL-CE,8.349127e-08,1.9116495e-08
+S-HDL-FC,-2.3914717e-08,6.9795147e-09
+S-HDL-L,1.9282592e-08,6.301966e-08
+S-HDL-P,6.6718826e-09,7.9925255e-10
+S-HDL-PL,-4.160135e-07,5.4828053e-08
+S-HDL-TG,6.22386e-08,9.0664685e-09
+Cholines,-1.8697318e-06,2.4882266e-07
+Phosphatidylc,1.6572226e-07,1.2814289e-07
+Phosphoglyc,1.01171935e-07,1.2894775e-07
+Sphingomyelins,-1.199931e-07,2.562944e-08
+HDL-PL,7.220952e-07,1.465409e-07
+LDL-PL,-7.6009625e-09,4.3659057e-08
+Total-PL,1.7827224e-06,2.1008366e-07
+VLDL-PL,-6.04088e-08,6.862361e-08
+HDL-L,-1.24061e-07,2.4977507e-07
+LDL-L,-1.3621116e-06,2.8859097e-07
+Total-L,-2.4099495e-06,7.023021e-07
+VLDL-L,1.0223455e-06,2.9663232e-07
+HDL-TG,7.1043593e-09,2.0429503e-08
+LDL-TG,-7.6056594e-08,2.2266343e-08
+Total-TG,-1.9773936e-06,3.192046e-07
+VLDL-TG,-1.7045628e-06,2.423708e-07

PANEL/omega/input_gradients/Asthma_4/prote_metab/metab_Asthma_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,4.166863e-08,2.89182e-08
+Gln,2.1387928e-08,3.4584314e-08
+Gly,7.92087e-08,2.4493026e-08
+His,-3.0179796e-09,4.4699338e-09
+Ile,2.3683588e-09,6.4940826e-09
+Leu,-7.262853e-08,1.434385e-08
+Total BCAA,-1.1652098e-07,3.571864e-08
+Val,7.9397374e-08,1.6449242e-08
+Phe,1.054652e-08,4.4869792e-09
+Tyr,-3.412386e-08,8.062118e-09
+ApoA1,3.5555902e-07,1.00715475e-07
+ApoB,-3.8161167e-07,8.7388734e-08
+Clinical LDL-C,-2.2301144e-06,3.692069e-07
+HDL-C,1.7651506e-07,1.0612702e-07
+LDL-C,1.3924141e-06,2.1647855e-07
+non-HDL-C,-6.8565924e-07,4.2665636e-07
+Remnant-C,4.5141326e-07,1.6505628e-07
+Total-C,1.5739835e-06,4.0784275e-07
+VLDL-C,7.198997e-07,1.2290742e-07
+HDL-CE,-7.6098374e-08,8.388328e-08
+LDL-CE,-2.4991522e-07,1.3196934e-07
+Total-CE,-1.9146294e-06,2.8575803e-07
+VLDL-CE,-7.8141575e-08,7.2275725e-08
+DHA,1.6805379e-07,3.223071e-08
+LA,-1.1142616e-06,4.0309868e-07
+MUFA,1.9533483e-07,2.8455304e-07
+Omega-3,3.2332275e-07,8.908133e-08
+Omega-6,3.1869618e-07,3.3553448e-07
+PUFA,3.1889692e-07,3.1686125e-07
+SFA,1.0933484e-07,5.539387e-07
+Total-FA,6.9721987e-06,1.8909097e-06
+Unsaturation,-8.960213e-08,3.0589394e-08
+Albumin,2.5796114e-06,1.4208315e-06
+Creatinine,-5.0719514e-08,8.593203e-09
+HDL-FC,-6.989184e-08,3.2175564e-08
+LDL-FC,-2.0130761e-07,4.624893e-08
+Total-FC,5.8299213e-07,1.462013e-07
+VLDL-FC,9.289599e-08,3.5702055e-08
+Citrate,3.8285165e-08,6.9223702e-09
+Glucose,5.470794e-07,4.2575846e-07
+Lactate,-2.3260886e-06,4.6064952e-07
+Pyruvate,-1.3430593e-08,9.3003845e-09
+GlycA,6.919021e-08,5.5664454e-08
+Acetate,-6.117108e-08,3.0388005e-08
+Acetoacetate,7.138736e-09,4.5221107e-09
+Acetone,-1.16274785e-08,1.883583e-09
+bOHbutyrate,1.11689275e-07,2.7719175e-08
+HDL-P,-3.4653285e-09,1.0151028e-09
+LDL-P,-1.3228728e-09,1.700344e-10
+Total-P,3.0563638e-09,8.623687e-10
+VLDL-P,1.2586295e-10,2.3437611e-11
+HDL size,6.2097575e-07,9.359388e-08
+LDL size,-4.2567866e-08,3.1786467e-08
+VLDL size,-1.8833184e-06,4.7533447e-07
+XXL-VLDL-L,1.0092453e-08,7.4215365e-08
+XXL-VLDL-P,-4.1350213e-12,7.9901006e-13
+XL-VLDL-C,1.4528554e-07,2.0650534e-08
+XL-VLDL-CE,8.532463e-10,6.1680727e-09
+XL-VLDL-L,7.177801e-08,4.9806168e-08
+XL-VLDL-P,4.3756674e-12,9.348064e-13
+XL-VLDL-TG,1.0384197e-07,2.929067e-08
+L-VLDL-C,1.2949177e-07,2.4887607e-08
+L-VLDL-CE,4.7601265e-09,7.511044e-09
+L-VLDL-FC,9.3539e-09,8.528846e-09
+L-VLDL-L,-1.0374398e-07,7.183173e-08
+L-VLDL-P,-5.5264647e-12,2.23089e-12
+L-VLDL-PL,-9.588751e-08,1.8222662e-08
+L-VLDL-TG,1.0013135e-07,4.1637094e-08
+M-VLDL-C,2.2693744e-07,3.4917953e-08
+M-VLDL-CE,1.12873366e-07,1.9558769e-08
+M-VLDL-FC,-2.7684758e-08,1.5403135e-08
+M-VLDL-L,-1.8318724e-08,9.229012e-08
+M-VLDL-P,3.1250072e-11,7.9196285e-12
+M-VLDL-PL,1.10586925e-07,2.3135312e-08
+M-VLDL-TG,3.0701105e-07,5.3055007e-08
+S-VLDL-C,-7.1346435e-08,2.0878863e-08
+S-VLDL-CE,1.0782056e-07,1.8177268e-08
+S-VLDL-FC,4.0664073e-08,7.654627e-09
+S-VLDL-L,3.453738e-07,6.41602e-08
+S-VLDL-P,-2.8467909e-11,5.3876235e-12
+S-VLDL-PL,-6.3076875e-08,1.2127527e-08
+S-VLDL-TG,-2.6744466e-08,2.570123e-08
+XS-VLDL-C,1.2948182e-07,2.3761213e-08
+XS-VLDL-CE,6.799396e-08,1.920512e-08
+XS-VLDL-FC,-5.3789767e-10,5.5234026e-09
+XS-VLDL-L,-2.865691e-08,2.7577215e-08
+XS-VLDL-P,-2.8005615e-11,5.5170733e-12
+XS-VLDL-PL,4.5113538e-08,1.0424933e-08
+XS-VLDL-TG,7.2589714e-08,1.0317371e-08
+IDL-C,3.0574473e-08,8.156975e-08
+IDL-CE,-2.2458025e-07,6.134885e-08
+IDL-FC,-1.2194312e-07,2.5399721e-08
+IDL-L,-1.7538564e-07,1.4489326e-07
+IDL-P,7.675133e-11,2.7581415e-11
+IDL-PL,1.5887558e-07,2.558686e-08
+IDL-TG,-1.6820805e-09,1.0952452e-08
+L-LDL-C,1.0418613e-06,1.6601895e-07
+L-LDL-CE,-6.5635015e-07,1.0243657e-07
+L-LDL-FC,-2.1737516e-07,3.7755555e-08
+L-LDL-L,3.8987187e-07,1.5258682e-07
+L-LDL-P,-1.6055099e-10,5.6873273e-11
+L-LDL-PL,-5.1095768e-08,3.564813e-08
+L-LDL-TG,-3.0040336e-08,1.2729529e-08
+M-LDL-C,-1.7296614e-07,5.396401e-08
+M-LDL-CE,-1.9005292e-07,3.7577273e-08
+M-LDL-FC,3.650864e-08,1.27811255e-08
+M-LDL-L,1.706567e-07,7.890869e-08
+M-LDL-P,-1.2798135e-10,3.7342313e-11
+M-LDL-PL,1.2931137e-07,2.2458408e-08
+M-LDL-TG,-5.0661924e-09,5.670332e-09
+S-LDL-C,-6.733957e-08,1.7597596e-08
+S-LDL-CE,1.8140957e-08,1.458076e-08
+S-LDL-FC,-8.342648e-09,5.6062377e-09
+S-LDL-L,1.6426607e-07,3.1310435e-08
+S-LDL-P,7.4094744e-11,1.429151e-11
+S-LDL-PL,-2.7334948e-09,7.377833e-09
+XL-HDL-C,-6.711369e-08,1.2214452e-08
+XL-HDL-CE,-8.2593354e-10,1.1869391e-08
+XL-HDL-FC,-3.789273e-09,3.5555574e-09
+XL-HDL-L,-4.7905456e-08,2.6047802e-08
+XL-HDL-P,-2.780669e-10,6.324024e-11
+XL-HDL-PL,-1.780929e-08,1.4179518e-08
+L-HDL-C,2.6002252e-07,9.338038e-08
+L-HDL-CE,5.136831e-07,9.5164026e-08
+L-HDL-FC,-8.6916145e-08,1.5256283e-08
+L-HDL-L,-2.8369305e-07,1.8562764e-07
+L-HDL-P,1.0211949e-09,4.5845217e-10
+L-HDL-PL,9.307425e-08,5.5639543e-08
+L-HDL-TG,1.7984318e-08,4.960398e-09
+M-HDL-C,-4.366706e-09,5.0481475e-08
+M-HDL-CE,-6.496636e-08,4.464239e-08
+M-HDL-FC,-1.5092995e-08,8.21776e-09
+M-HDL-L,2.9410174e-07,9.626096e-08
+M-HDL-P,-1.1675483e-09,5.7531946e-10
+M-HDL-PL,-9.871173e-10,4.4448136e-08
+M-HDL-TG,-2.2339834e-10,1.0115288e-08
+S-HDL-C,2.8768554e-08,2.85358e-08
+S-HDL-CE,8.349127e-08,1.9116495e-08
+S-HDL-FC,-2.3914717e-08,6.9795147e-09
+S-HDL-L,1.9282592e-08,6.301966e-08
+S-HDL-P,6.6718826e-09,7.9925255e-10
+S-HDL-PL,-4.160135e-07,5.4828053e-08
+S-HDL-TG,6.22386e-08,9.0664685e-09
+Cholines,-1.8697318e-06,2.4882266e-07
+Phosphatidylc,1.6572226e-07,1.2814289e-07
+Phosphoglyc,1.01171935e-07,1.2894775e-07
+Sphingomyelins,-1.199931e-07,2.562944e-08
+HDL-PL,7.220952e-07,1.465409e-07
+LDL-PL,-7.6009625e-09,4.3659057e-08
+Total-PL,1.7827224e-06,2.1008366e-07
+VLDL-PL,-6.04088e-08,6.862361e-08
+HDL-L,-1.24061e-07,2.4977507e-07
+LDL-L,-1.3621116e-06,2.8859097e-07
+Total-L,-2.4099495e-06,7.023021e-07
+VLDL-L,1.0223455e-06,2.9663232e-07
+HDL-TG,7.1043593e-09,2.0429503e-08
+LDL-TG,-7.6056594e-08,2.2266343e-08
+Total-TG,-1.9773936e-06,3.192046e-07
+VLDL-TG,-1.7045628e-06,2.423708e-07

PANEL/omega/input_gradients/Atrial_Fibrillation_3/prote_metab/metab_Atrial_Fibrillation_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be8d2bf63204ac051538132dab6d143ee4a8f06593e39f87128fadd3a1f7f43e
+size 15127308

PANEL/omega/input_gradients/Atrial_Fibrillation_4/prote_metab/metab_Atrial_Fibrillation_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:746d6ff925ae5df1057b88137e2ec3d72629191918357d0954871eab2285e5c5
+size 15507034

PANEL/omega/input_gradients/Breast_Cancer_3/prote_metab/Breast_Cancer_surv_res.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3feaa6a57f86a077eea0bd580a6ebd85b87bc54049c27887df8982c6c6b9134
+size 27021094

PANEL/omega/input_gradients/Breast_Cancer_3/prote_metab/metab_Breast_Cancer_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,-1.972693e-08,3.018056e-08
+Gln,-2.491404e-09,3.362257e-08
+Gly,-3.0306015e-08,4.2573973e-08
+His,-3.7610548e-10,1.466627e-09
+Ile,3.6722734e-09,4.0932098e-09
+Leu,1.8409632e-09,3.6628962e-09
+Total BCAA,1.7769898e-09,1.793044e-08
+Val,5.2281535e-09,7.343775e-09
+Phe,-4.4391227e-11,1.2617573e-09
+Tyr,-5.9201843e-09,7.659109e-09
+ApoA1,1.7309764e-08,2.7205457e-08
+ApoB,1.0462045e-08,2.2885768e-08
+Clinical LDL-C,-6.920596e-08,9.178251e-08
+HDL-C,-6.837692e-08,9.4393386e-08
+LDL-C,5.8143446e-08,1.08698536e-07
+non-HDL-C,-6.147999e-08,1.5139757e-07
+Remnant-C,-8.4425174e-08,1.27574e-07
+Total-C,-1.5669659e-07,2.6735293e-07
+VLDL-C,4.5920878e-08,5.021216e-08
+HDL-CE,-6.8510374e-08,8.0568434e-08
+LDL-CE,6.864183e-09,2.197066e-08
+Total-CE,1.7573676e-07,4.2676902e-07
+VLDL-CE,2.608158e-08,2.849631e-08
+DHA,-8.883547e-09,1.7109794e-08
+LA,-2.2449333e-08,4.933991e-08
+MUFA,2.3846718e-08,7.666156e-08
+Omega-3,-5.151594e-08,5.5552217e-08
+Omega-6,-1.948391e-08,1.6493426e-07
+PUFA,1.932546e-08,9.740345e-08
+SFA,-2.2664099e-07,2.6464954e-07
+Total-FA,-2.9969695e-07,9.185924e-07
+Unsaturation,-2.8484117e-09,1.1347729e-08
+Albumin,1.3197841e-06,3.5615858e-06
+Creatinine,1.555437e-10,2.0110402e-09
+HDL-FC,3.38255e-09,9.611377e-09
+LDL-FC,1.1745237e-08,2.238384e-08
+Total-FC,2.0414994e-08,2.6370039e-08
+VLDL-FC,-6.1669575e-10,1.0774402e-08
+Citrate,3.5445529e-09,3.809461e-09
+Glucose,-8.3297914e-07,1.4959528e-06
+Lactate,-5.4136873e-08,5.806967e-07
+Pyruvate,2.384016e-09,5.4922134e-09
+GlycA,-5.223146e-09,3.1962475e-08
+Acetate,-9.3201315e-11,1.112015e-09
+Acetoacetate,6.583956e-10,1.6753565e-09
+Acetone,7.4165807e-10,1.1485329e-09
+bOHbutyrate,1.2388526e-08,1.9925764e-08
+HDL-P,-2.3173813e-10,3.7412437e-10
+LDL-P,-6.105224e-11,7.838094e-11
+Total-P,-2.4301533e-10,4.5426946e-10
+VLDL-P,-1.2421529e-11,1.495229e-11
+HDL size,-3.9804e-08,7.194944e-08
+LDL size,-2.8055133e-08,4.164351e-08
+VLDL size,1.6138074e-07,2.6534124e-07
+XXL-VLDL-L,-2.2348502e-08,2.6373517e-08
+XXL-VLDL-P,4.8370956e-15,1.1717302e-13
+XL-VLDL-C,2.504945e-09,4.010331e-09
+XL-VLDL-CE,-1.399052e-09,1.8665673e-09
+XL-VLDL-L,1.6095933e-09,2.0964615e-08
+XL-VLDL-P,-8.636111e-13,9.454582e-13
+XL-VLDL-TG,-4.3564934e-09,8.041861e-09
+L-VLDL-C,-3.9030748e-09,8.214356e-09
+L-VLDL-CE,-5.905913e-10,1.4322973e-09
+L-VLDL-FC,-6.328675e-09,7.1581527e-09
+L-VLDL-L,1.25719835e-08,2.301947e-08
+L-VLDL-P,6.544547e-14,1.7697405e-12
+L-VLDL-PL,1.2907354e-08,1.5580015e-08
+L-VLDL-TG,-2.342068e-09,6.378208e-09
+M-VLDL-C,-2.4142044e-09,1.3549642e-08
+M-VLDL-CE,-1.7879377e-09,5.454828e-09
+M-VLDL-FC,5.889859e-10,2.3179605e-09
+M-VLDL-L,-6.5676154e-08,7.01636e-08
+M-VLDL-P,2.6372344e-12,2.8974373e-12
+M-VLDL-PL,-1.0581502e-09,9.986915e-09
+M-VLDL-TG,3.596008e-08,4.0997314e-08
+S-VLDL-C,1.4551343e-09,6.47831e-09
+S-VLDL-CE,5.447082e-10,9.050652e-09
+S-VLDL-FC,1.6551589e-09,2.3783533e-09
+S-VLDL-L,2.1600387e-08,3.7647162e-08
+S-VLDL-P,8.647875e-13,1.8500856e-12
+S-VLDL-PL,3.6439431e-09,4.2421475e-09
+S-VLDL-TG,-1.07952545e-08,1.2595754e-08
+XS-VLDL-C,9.56776e-09,1.324106e-08
+XS-VLDL-CE,7.184115e-09,8.02763e-09
+XS-VLDL-FC,3.7341192e-09,4.2170702e-09
+XS-VLDL-L,-1.0822351e-09,1.951779e-08
+XS-VLDL-P,2.4217382e-12,3.2940805e-12
+XS-VLDL-PL,-4.580371e-09,5.366263e-09
+XS-VLDL-TG,-2.7131086e-09,4.4227306e-09
+IDL-C,4.288988e-09,4.8730172e-08
+IDL-CE,-8.065008e-09,1.8542316e-08
+IDL-FC,4.8998565e-09,1.1247036e-08
+IDL-L,3.8388945e-09,5.594636e-08
+IDL-P,4.22325e-12,8.7759635e-12
+IDL-PL,-1.5398967e-08,1.6552578e-08
+IDL-TG,-8.667647e-10,2.739988e-09
+L-LDL-C,-2.5421924e-08,4.4485155e-08
+L-LDL-CE,3.218103e-08,4.116718e-08
+L-LDL-FC,7.517253e-09,1.4316989e-08
+L-LDL-L,-5.132839e-08,8.994116e-08
+L-LDL-P,-2.6152743e-12,1.3841769e-11
+L-LDL-PL,-2.1399822e-08,2.676332e-08
+L-LDL-TG,-6.188722e-11,3.2705996e-09
+M-LDL-C,2.5856442e-08,3.1773617e-08
+M-LDL-CE,-6.0019123e-09,8.102659e-09
+M-LDL-FC,-6.61139e-10,2.8305156e-09
+M-LDL-L,7.544064e-09,3.0047875e-08
+M-LDL-P,1.2676547e-11,1.7198522e-11
+M-LDL-PL,-7.542029e-09,1.1819216e-08
+M-LDL-TG,1.2980761e-10,2.2242608e-09
+S-LDL-C,-4.2458193e-09,5.889441e-09
+S-LDL-CE,-6.2556604e-10,7.0296693e-09
+S-LDL-FC,-8.6108887e-10,1.224e-09
+S-LDL-L,1.21113395e-08,1.800401e-08
+S-LDL-P,1.3487814e-11,1.4346504e-11
+S-LDL-PL,-1.867384e-11,2.210324e-09
+XL-HDL-C,7.91218e-09,9.940228e-09
+XL-HDL-CE,-7.7122797e-10,2.062898e-09
+XL-HDL-FC,5.7236826e-11,4.3141893e-10
+XL-HDL-L,4.8467887e-09,7.2179764e-09
+XL-HDL-P,-5.4870534e-13,2.2534852e-11
+XL-HDL-PL,7.643666e-09,1.8136962e-08
+L-HDL-C,-7.0594325e-08,9.7766346e-08
+L-HDL-CE,-2.3274824e-09,2.0189603e-08
+L-HDL-FC,1.8406152e-09,3.084067e-09
+L-HDL-L,-4.6033755e-08,1.1461132e-07
+L-HDL-P,1.2637713e-10,1.9377516e-10
+L-HDL-PL,-9.730475e-09,3.1573713e-08
+L-HDL-TG,-5.197945e-10,8.978692e-10
+M-HDL-C,-3.4345655e-09,1.0176455e-08
+M-HDL-CE,-4.493335e-09,1.1291868e-08
+M-HDL-FC,-3.729121e-09,7.0777237e-09
+M-HDL-L,2.5318394e-08,4.066843e-08
+M-HDL-P,1.198631e-10,3.2182462e-10
+M-HDL-PL,7.4099202e-09,1.4824981e-08
+M-HDL-TG,-1.4218969e-09,2.1085638e-09
+S-HDL-C,-3.880225e-10,1.4747673e-08
+S-HDL-CE,-2.2577522e-09,4.7387694e-09
+S-HDL-FC,4.0474597e-09,5.4348264e-09
+S-HDL-L,9.579377e-09,3.6949398e-08
+S-HDL-P,7.7157586e-11,2.792721e-10
+S-HDL-PL,2.0801146e-08,3.671651e-08
+S-HDL-TG,-2.5258053e-09,3.1683707e-09
+Cholines,-4.3541654e-08,1.0927611e-07
+Phosphatidylc,-5.541686e-08,7.4946016e-08
+Phosphoglyc,-1.7172319e-07,2.1552212e-07
+Sphingomyelins,-1.6070196e-08,1.9152697e-08
+HDL-PL,5.4490823e-08,1.16114734e-07
+LDL-PL,2.901043e-08,3.652414e-08
+Total-PL,-8.673956e-08,1.9377241e-07
+VLDL-PL,1.0131336e-08,1.5703204e-08
+HDL-L,-2.1853066e-07,3.3014888e-07
+LDL-L,-5.210884e-08,7.0596094e-08
+Total-L,-3.6035348e-07,1.1877092e-06
+VLDL-L,3.0407415e-07,3.3933082e-07
+HDL-TG,-1.5861733e-08,1.8429555e-08
+LDL-TG,-1.2472818e-08,1.5768647e-08
+Total-TG,-2.2403587e-07,2.5741528e-07
+VLDL-TG,-7.485733e-09,3.448369e-08

PANEL/omega/input_gradients/Breast_Cancer_3/prote_metab/prote_Breast_Cancer_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7750bf58085bf94f63a2b9d501e95f2171b360d4c6cea525f8132c6b74a30b1e
+size 146616543

PANEL/omega/input_gradients/CHD_1/prote_metab/metab_CHD_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,5.4227174e-09,7.4138464e-09
+Gln,2.6570877e-09,2.6423588e-09
+Gly,-2.152275e-09,4.2095962e-09
+His,1.5369134e-09,4.2684037e-10
+Ile,2.7090396e-11,1.1049454e-09
+Leu,-1.5921732e-09,3.137159e-09
+Total BCAA,3.5481824e-09,3.3617211e-09
+Val,3.2116676e-09,3.8759618e-09
+Phe,1.4301518e-09,4.638562e-10
+Tyr,-4.2525244e-10,5.490748e-10
+ApoA1,-2.3499265e-08,6.215625e-08
+ApoB,1.3106872e-08,1.3051878e-08
+Clinical LDL-C,1.183004e-08,1.6706866e-07
+HDL-C,-6.0364506e-08,4.3358384e-08
+LDL-C,-7.363533e-08,2.402582e-08
+non-HDL-C,-1.64943e-07,3.1368342e-07
+Remnant-C,3.850539e-08,5.428139e-08
+Total-C,-3.7793973e-07,6.419578e-07
+VLDL-C,-4.1937856e-08,3.634549e-08
+HDL-CE,-1.0262542e-07,7.7105994e-08
+LDL-CE,3.1324905e-08,4.2497692e-08
+Total-CE,-1.8173905e-07,1.7802832e-07
+VLDL-CE,-3.706345e-08,1.7675346e-08
+DHA,-1.9956461e-08,9.553351e-09
+LA,-1.4285494e-07,7.1233366e-08
+MUFA,1.2749301e-07,1.5207955e-07
+Omega-3,1.5925618e-08,1.0190225e-08
+Omega-6,-2.0947354e-08,2.8447365e-08
+PUFA,-8.5854346e-08,1.2725889e-07
+SFA,2.5417972e-08,1.1346337e-07
+Total-FA,7.314582e-07,5.691125e-07
+Unsaturation,-2.8578938e-08,5.8767577e-09
+Albumin,-1.3834044e-06,2.3072323e-06
+Creatinine,9.611014e-10,1.4201087e-09
+HDL-FC,1.2937026e-08,9.977704e-09
+LDL-FC,-1.730135e-08,8.3457e-09
+Total-FC,1.00622115e-08,2.6647182e-08
+VLDL-FC,1.9592036e-08,2.3691268e-08
+Citrate,2.1866662e-09,1.1286679e-09
+Glucose,1.1193672e-06,1.8534458e-06
+Lactate,9.955046e-08,1.2656427e-07
+Pyruvate,-1.0065472e-09,1.2575008e-09
+GlycA,1.7267777e-08,1.083731e-08
+Acetate,-2.505739e-10,1.2235606e-09
+Acetoacetate,2.013787e-09,1.891429e-09
+Acetone,-1.8577526e-09,8.410135e-10
+bOHbutyrate,1.5118337e-09,2.6621012e-09
+HDL-P,2.9134273e-10,2.5260607e-10
+LDL-P,3.1873303e-11,4.242046e-11
+Total-P,1.9535955e-10,1.537825e-10
+VLDL-P,8.333953e-12,8.197338e-12
+HDL size,1.7935234e-08,2.1792406e-08
+LDL size,-3.716131e-09,3.992158e-09
+VLDL size,6.4671553e-07,1.0342129e-06
+XXL-VLDL-L,-4.0768597e-08,1.0047708e-08
+XXL-VLDL-P,-9.8081604e-14,7.8708104e-14
+XL-VLDL-C,-8.7054136e-10,1.3821421e-09
+XL-VLDL-CE,-1.1254886e-09,1.6684157e-09
+XL-VLDL-L,2.3968923e-08,1.0763357e-08
+XL-VLDL-P,-6.09585e-13,2.0893951e-13
+XL-VLDL-TG,5.3781557e-09,3.100819e-09
+L-VLDL-C,-7.917201e-09,2.061057e-09
+L-VLDL-CE,-2.7904674e-09,1.4765847e-09
+L-VLDL-FC,-1.3849298e-11,2.3465474e-09
+L-VLDL-L,3.553003e-08,3.5793583e-08
+L-VLDL-P,1.206335e-12,3.041246e-13
+L-VLDL-PL,-5.8047473e-09,5.3093254e-09
+L-VLDL-TG,-3.310601e-09,9.769821e-09
+M-VLDL-C,-7.5506765e-09,1.2532549e-08
+M-VLDL-CE,-1.0377935e-08,6.8210215e-09
+M-VLDL-FC,7.439946e-09,6.3779004e-09
+M-VLDL-L,5.4644172e-08,4.642455e-08
+M-VLDL-P,2.4259505e-12,8.922841e-13
+M-VLDL-PL,-1.336332e-09,2.0825226e-09
+M-VLDL-TG,1.013139e-08,2.3907361e-08
+S-VLDL-C,-1.3677789e-09,1.9632744e-09
+S-VLDL-CE,2.6620504e-09,5.7756457e-09
+S-VLDL-FC,2.356018e-09,6.951688e-10
+S-VLDL-L,-6.576888e-09,1.3013627e-08
+S-VLDL-P,-5.101652e-13,8.5695703e-13
+S-VLDL-PL,4.690953e-10,2.172621e-09
+S-VLDL-TG,-3.0857314e-09,9.779603e-09
+XS-VLDL-C,3.0691365e-09,6.6574684e-09
+XS-VLDL-CE,4.8964353e-09,2.40419e-09
+XS-VLDL-FC,-4.581068e-09,1.9745947e-09
+XS-VLDL-L,1.4613821e-08,1.0167695e-08
+XS-VLDL-P,2.6924858e-12,2.9152436e-12
+XS-VLDL-PL,-2.379699e-09,9.927471e-10
+XS-VLDL-TG,2.7672078e-09,1.5066584e-09
+IDL-C,-2.6319436e-08,6.955047e-08
+IDL-CE,1.6095491e-08,3.0035796e-08
+IDL-FC,6.8481953e-09,2.6514748e-09
+IDL-L,-5.5133915e-09,3.598592e-08
+IDL-P,1.8705454e-11,8.177545e-12
+IDL-PL,-1.2866315e-09,3.3822207e-09
+IDL-TG,3.8148453e-09,3.200211e-09
+L-LDL-C,-7.567455e-09,1.8731496e-08
+L-LDL-CE,1.3531559e-10,1.4192809e-08
+L-LDL-FC,5.559251e-09,6.3270327e-09
+L-LDL-L,4.6274852e-08,1.7766897e-08
+L-LDL-P,1.8411972e-11,2.6360726e-11
+L-LDL-PL,-2.5009692e-09,3.6293801e-09
+L-LDL-TG,-4.909453e-09,1.910402e-09
+M-LDL-C,4.9636707e-08,1.7295475e-08
+M-LDL-CE,9.970598e-10,8.2175475e-09
+M-LDL-FC,-1.1432323e-08,3.9720973e-09
+M-LDL-L,1.0003261e-08,1.626381e-08
+M-LDL-P,9.629269e-12,9.5007205e-12
+M-LDL-PL,5.192904e-09,2.7846243e-09
+M-LDL-TG,3.118936e-10,7.392533e-10
+S-LDL-C,-3.8917127e-09,6.796428e-09
+S-LDL-CE,7.270367e-09,3.1483498e-09
+S-LDL-FC,1.0780014e-09,5.783445e-10
+S-LDL-L,-2.8487053e-09,2.3124584e-09
+S-LDL-P,-3.4149905e-12,1.936741e-12
+S-LDL-PL,4.874068e-09,1.1501309e-09
+XL-HDL-C,-1.9816215e-09,2.7508211e-09
+XL-HDL-CE,-3.1478768e-09,4.7059214e-09
+XL-HDL-FC,4.6057813e-10,2.493315e-10
+XL-HDL-L,3.623593e-09,8.235908e-09
+XL-HDL-P,7.583109e-12,3.5032138e-12
+XL-HDL-PL,-5.623795e-09,2.6514242e-09
+L-HDL-C,-1.8543413e-09,2.3895733e-08
+L-HDL-CE,2.0996438e-08,2.2245281e-08
+L-HDL-FC,1.0753956e-10,5.874343e-09
+L-HDL-L,-5.6290435e-08,9.509911e-08
+L-HDL-P,-7.216241e-11,3.2590066e-11
+L-HDL-PL,-3.1515587e-08,2.7967445e-08
+L-HDL-TG,-8.4439833e-10,8.835931e-10
+M-HDL-C,-9.8947455e-09,1.507439e-08
+M-HDL-CE,-1.2993319e-08,2.9176183e-08
+M-HDL-FC,-1.690064e-09,2.6134295e-09
+M-HDL-L,-8.358514e-08,3.320473e-08
+M-HDL-P,1.936297e-10,9.2559765e-11
+M-HDL-PL,-6.763389e-09,1.8717147e-08
+M-HDL-TG,6.098526e-10,1.7482101e-09
+S-HDL-C,-1.2113518e-08,6.533004e-09
+S-HDL-CE,-3.1980445e-09,9.726939e-09
+S-HDL-FC,6.968956e-11,6.9854794e-10
+S-HDL-L,1.574946e-08,3.346688e-08
+S-HDL-P,1.5048884e-10,2.0527047e-10
+S-HDL-PL,5.4972493e-09,1.3040147e-08
+S-HDL-TG,-1.7990076e-09,1.0008321e-09
+Cholines,3.3630272e-08,4.9372392e-08
+Phosphatidylc,-5.6697935e-08,9.3675496e-08
+Phosphoglyc,2.4582196e-09,2.9681722e-08
+Sphingomyelins,-9.996441e-09,9.3482795e-09
+HDL-PL,-3.667475e-08,6.078288e-08
+LDL-PL,-1.1013799e-08,1.7402511e-08
+Total-PL,-1.4934514e-07,1.10520695e-07
+VLDL-PL,1.8020256e-08,5.515312e-08
+HDL-L,-2.9049798e-07,3.210116e-07
+LDL-L,-8.411481e-08,6.57838e-08
+Total-L,-5.877944e-07,7.5569227e-07
+VLDL-L,4.4628052e-08,2.3554678e-07
+HDL-TG,4.1583887e-09,6.6173333e-09
+LDL-TG,-1.4932662e-09,2.0834163e-09
+Total-TG,1.9004234e-07,2.139103e-07
+VLDL-TG,1.0098882e-07,1.2731884e-07

PANEL/omega/input_gradients/CHD_1/prote_metab/metab_CHD_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,5.4227174e-09,7.4138464e-09
+Gln,2.6570877e-09,2.6423588e-09
+Gly,-2.152275e-09,4.2095962e-09
+His,1.5369134e-09,4.2684037e-10
+Ile,2.7090396e-11,1.1049454e-09
+Leu,-1.5921732e-09,3.137159e-09
+Total BCAA,3.5481824e-09,3.3617211e-09
+Val,3.2116676e-09,3.8759618e-09
+Phe,1.4301518e-09,4.638562e-10
+Tyr,-4.2525244e-10,5.490748e-10
+ApoA1,-2.3499265e-08,6.215625e-08
+ApoB,1.3106872e-08,1.3051878e-08
+Clinical LDL-C,1.183004e-08,1.6706866e-07
+HDL-C,-6.0364506e-08,4.3358384e-08
+LDL-C,-7.363533e-08,2.402582e-08
+non-HDL-C,-1.64943e-07,3.1368342e-07
+Remnant-C,3.850539e-08,5.428139e-08
+Total-C,-3.7793973e-07,6.419578e-07
+VLDL-C,-4.1937856e-08,3.634549e-08
+HDL-CE,-1.0262542e-07,7.7105994e-08
+LDL-CE,3.1324905e-08,4.2497692e-08
+Total-CE,-1.8173905e-07,1.7802832e-07
+VLDL-CE,-3.706345e-08,1.7675346e-08
+DHA,-1.9956461e-08,9.553351e-09
+LA,-1.4285494e-07,7.1233366e-08
+MUFA,1.2749301e-07,1.5207955e-07
+Omega-3,1.5925618e-08,1.0190225e-08
+Omega-6,-2.0947354e-08,2.8447365e-08
+PUFA,-8.5854346e-08,1.2725889e-07
+SFA,2.5417972e-08,1.1346337e-07
+Total-FA,7.314582e-07,5.691125e-07
+Unsaturation,-2.8578938e-08,5.8767577e-09
+Albumin,-1.3834044e-06,2.3072323e-06
+Creatinine,9.611014e-10,1.4201087e-09
+HDL-FC,1.2937026e-08,9.977704e-09
+LDL-FC,-1.730135e-08,8.3457e-09
+Total-FC,1.00622115e-08,2.6647182e-08
+VLDL-FC,1.9592036e-08,2.3691268e-08
+Citrate,2.1866662e-09,1.1286679e-09
+Glucose,1.1193672e-06,1.8534458e-06
+Lactate,9.955046e-08,1.2656427e-07
+Pyruvate,-1.0065472e-09,1.2575008e-09
+GlycA,1.7267777e-08,1.083731e-08
+Acetate,-2.505739e-10,1.2235606e-09
+Acetoacetate,2.013787e-09,1.891429e-09
+Acetone,-1.8577526e-09,8.410135e-10
+bOHbutyrate,1.5118337e-09,2.6621012e-09
+HDL-P,2.9134273e-10,2.5260607e-10
+LDL-P,3.1873303e-11,4.242046e-11
+Total-P,1.9535955e-10,1.537825e-10
+VLDL-P,8.333953e-12,8.197338e-12
+HDL size,1.7935234e-08,2.1792406e-08
+LDL size,-3.716131e-09,3.992158e-09
+VLDL size,6.4671553e-07,1.0342129e-06
+XXL-VLDL-L,-4.0768597e-08,1.0047708e-08
+XXL-VLDL-P,-9.8081604e-14,7.8708104e-14
+XL-VLDL-C,-8.7054136e-10,1.3821421e-09
+XL-VLDL-CE,-1.1254886e-09,1.6684157e-09
+XL-VLDL-L,2.3968923e-08,1.0763357e-08
+XL-VLDL-P,-6.09585e-13,2.0893951e-13
+XL-VLDL-TG,5.3781557e-09,3.100819e-09
+L-VLDL-C,-7.917201e-09,2.061057e-09
+L-VLDL-CE,-2.7904674e-09,1.4765847e-09
+L-VLDL-FC,-1.3849298e-11,2.3465474e-09
+L-VLDL-L,3.553003e-08,3.5793583e-08
+L-VLDL-P,1.206335e-12,3.041246e-13
+L-VLDL-PL,-5.8047473e-09,5.3093254e-09
+L-VLDL-TG,-3.310601e-09,9.769821e-09
+M-VLDL-C,-7.5506765e-09,1.2532549e-08
+M-VLDL-CE,-1.0377935e-08,6.8210215e-09
+M-VLDL-FC,7.439946e-09,6.3779004e-09
+M-VLDL-L,5.4644172e-08,4.642455e-08
+M-VLDL-P,2.4259505e-12,8.922841e-13
+M-VLDL-PL,-1.336332e-09,2.0825226e-09
+M-VLDL-TG,1.013139e-08,2.3907361e-08
+S-VLDL-C,-1.3677789e-09,1.9632744e-09
+S-VLDL-CE,2.6620504e-09,5.7756457e-09
+S-VLDL-FC,2.356018e-09,6.951688e-10
+S-VLDL-L,-6.576888e-09,1.3013627e-08
+S-VLDL-P,-5.101652e-13,8.5695703e-13
+S-VLDL-PL,4.690953e-10,2.172621e-09
+S-VLDL-TG,-3.0857314e-09,9.779603e-09
+XS-VLDL-C,3.0691365e-09,6.6574684e-09
+XS-VLDL-CE,4.8964353e-09,2.40419e-09
+XS-VLDL-FC,-4.581068e-09,1.9745947e-09
+XS-VLDL-L,1.4613821e-08,1.0167695e-08
+XS-VLDL-P,2.6924858e-12,2.9152436e-12
+XS-VLDL-PL,-2.379699e-09,9.927471e-10
+XS-VLDL-TG,2.7672078e-09,1.5066584e-09
+IDL-C,-2.6319436e-08,6.955047e-08
+IDL-CE,1.6095491e-08,3.0035796e-08
+IDL-FC,6.8481953e-09,2.6514748e-09
+IDL-L,-5.5133915e-09,3.598592e-08
+IDL-P,1.8705454e-11,8.177545e-12
+IDL-PL,-1.2866315e-09,3.3822207e-09
+IDL-TG,3.8148453e-09,3.200211e-09
+L-LDL-C,-7.567455e-09,1.8731496e-08
+L-LDL-CE,1.3531559e-10,1.4192809e-08
+L-LDL-FC,5.559251e-09,6.3270327e-09
+L-LDL-L,4.6274852e-08,1.7766897e-08
+L-LDL-P,1.8411972e-11,2.6360726e-11
+L-LDL-PL,-2.5009692e-09,3.6293801e-09
+L-LDL-TG,-4.909453e-09,1.910402e-09
+M-LDL-C,4.9636707e-08,1.7295475e-08
+M-LDL-CE,9.970598e-10,8.2175475e-09
+M-LDL-FC,-1.1432323e-08,3.9720973e-09
+M-LDL-L,1.0003261e-08,1.626381e-08
+M-LDL-P,9.629269e-12,9.5007205e-12
+M-LDL-PL,5.192904e-09,2.7846243e-09
+M-LDL-TG,3.118936e-10,7.392533e-10
+S-LDL-C,-3.8917127e-09,6.796428e-09
+S-LDL-CE,7.270367e-09,3.1483498e-09
+S-LDL-FC,1.0780014e-09,5.783445e-10
+S-LDL-L,-2.8487053e-09,2.3124584e-09
+S-LDL-P,-3.4149905e-12,1.936741e-12
+S-LDL-PL,4.874068e-09,1.1501309e-09
+XL-HDL-C,-1.9816215e-09,2.7508211e-09
+XL-HDL-CE,-3.1478768e-09,4.7059214e-09
+XL-HDL-FC,4.6057813e-10,2.493315e-10
+XL-HDL-L,3.623593e-09,8.235908e-09
+XL-HDL-P,7.583109e-12,3.5032138e-12
+XL-HDL-PL,-5.623795e-09,2.6514242e-09
+L-HDL-C,-1.8543413e-09,2.3895733e-08
+L-HDL-CE,2.0996438e-08,2.2245281e-08
+L-HDL-FC,1.0753956e-10,5.874343e-09
+L-HDL-L,-5.6290435e-08,9.509911e-08
+L-HDL-P,-7.216241e-11,3.2590066e-11
+L-HDL-PL,-3.1515587e-08,2.7967445e-08
+L-HDL-TG,-8.4439833e-10,8.835931e-10
+M-HDL-C,-9.8947455e-09,1.507439e-08
+M-HDL-CE,-1.2993319e-08,2.9176183e-08
+M-HDL-FC,-1.690064e-09,2.6134295e-09
+M-HDL-L,-8.358514e-08,3.320473e-08
+M-HDL-P,1.936297e-10,9.2559765e-11
+M-HDL-PL,-6.763389e-09,1.8717147e-08
+M-HDL-TG,6.098526e-10,1.7482101e-09
+S-HDL-C,-1.2113518e-08,6.533004e-09
+S-HDL-CE,-3.1980445e-09,9.726939e-09
+S-HDL-FC,6.968956e-11,6.9854794e-10
+S-HDL-L,1.574946e-08,3.346688e-08
+S-HDL-P,1.5048884e-10,2.0527047e-10
+S-HDL-PL,5.4972493e-09,1.3040147e-08
+S-HDL-TG,-1.7990076e-09,1.0008321e-09
+Cholines,3.3630272e-08,4.9372392e-08
+Phosphatidylc,-5.6697935e-08,9.3675496e-08
+Phosphoglyc,2.4582196e-09,2.9681722e-08
+Sphingomyelins,-9.996441e-09,9.3482795e-09
+HDL-PL,-3.667475e-08,6.078288e-08
+LDL-PL,-1.1013799e-08,1.7402511e-08
+Total-PL,-1.4934514e-07,1.10520695e-07
+VLDL-PL,1.8020256e-08,5.515312e-08
+HDL-L,-2.9049798e-07,3.210116e-07
+LDL-L,-8.411481e-08,6.57838e-08
+Total-L,-5.877944e-07,7.5569227e-07
+VLDL-L,4.4628052e-08,2.3554678e-07
+HDL-TG,4.1583887e-09,6.6173333e-09
+LDL-TG,-1.4932662e-09,2.0834163e-09
+Total-TG,1.9004234e-07,2.139103e-07
+VLDL-TG,1.0098882e-07,1.2731884e-07

PANEL/omega/input_gradients/COPD_1/prote_metab/metab_COPD_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,4.370582e-07,5.146605e-07
+Gln,1.1712099e-07,1.3953422e-07
+Gly,-7.7136136e-08,1.0834881e-07
+His,-1.6552763e-08,2.0582853e-08
+Ile,1.33389e-07,1.4499959e-07
+Leu,1.10867106e-07,1.2161519e-07
+Total BCAA,-1.8292274e-08,5.102613e-08
+Val,5.703918e-09,2.3414971e-08
+Phe,-2.6350401e-08,3.1833657e-08
+Tyr,-2.8130105e-09,1.36139695e-08
+ApoA1,3.7510807e-07,3.9763282e-07
+ApoB,7.2106656e-07,7.121132e-07
+Clinical LDL-C,1.7915578e-06,2.0141633e-06
+HDL-C,-7.732204e-07,7.4687864e-07
+LDL-C,-6.7387174e-07,7.294393e-07
+non-HDL-C,2.2239687e-06,2.4945907e-06
+Remnant-C,-2.6114174e-06,2.6982143e-06
+Total-C,-4.1949106e-06,4.4772805e-06
+VLDL-C,6.79201e-07,6.864496e-07
+HDL-CE,3.8763977e-07,4.134768e-07
+LDL-CE,1.8149528e-07,2.6259244e-07
+Total-CE,1.5012282e-06,1.6595601e-06
+VLDL-CE,-3.718967e-07,3.7645216e-07
+DHA,9.97319e-08,1.11857865e-07
+LA,6.301422e-07,8.7666126e-07
+MUFA,-1.5986573e-06,1.8513769e-06
+Omega-3,-3.2395945e-07,3.7048642e-07
+Omega-6,-4.892676e-07,6.512553e-07
+PUFA,1.1258885e-06,1.1751487e-06
+SFA,1.5129751e-06,1.6174816e-06
+Total-FA,-7.824205e-06,7.608479e-06
+Unsaturation,-6.243544e-07,6.942129e-07
+Albumin,-4.2767642e-06,5.366601e-06
+Creatinine,-9.643804e-10,7.5559985e-09
+HDL-FC,-3.292372e-07,3.0183622e-07
+LDL-FC,-1.4496722e-07,1.7624097e-07
+Total-FC,-1.7029822e-07,2.3160642e-07
+VLDL-FC,1.4945607e-07,1.7912362e-07
+Citrate,-6.022297e-08,6.1013225e-08
+Glucose,5.8604332e-06,4.552975e-06
+Lactate,2.9676153e-06,3.1184204e-06
+Pyruvate,-4.0558845e-08,4.891697e-08
+GlycA,-4.089076e-07,4.6949367e-07
+Acetate,-3.1519104e-08,2.3393914e-08
+Acetoacetate,-1.7352093e-08,2.1491733e-08
+Acetone,-1.2362065e-08,1.1223838e-08
+bOHbutyrate,-2.3356375e-08,3.583811e-08
+HDL-P,7.023106e-09,7.262389e-09
+LDL-P,-1.3008936e-10,2.4337973e-10
+Total-P,5.723789e-09,5.944144e-09
+VLDL-P,5.9595134e-11,6.204199e-11
+HDL size,2.5635137e-07,3.1539892e-07
+LDL size,3.1088948e-07,3.3460148e-07
+VLDL size,-2.1986534e-06,2.428405e-06
+XXL-VLDL-L,-7.061332e-08,1.6391475e-07
+XXL-VLDL-P,6.1852346e-13,1.0966433e-12
+XL-VLDL-C,7.295243e-08,7.047906e-08
+XL-VLDL-CE,-2.929057e-08,3.115943e-08
+XL-VLDL-L,6.4160196e-07,6.1409776e-07
+XL-VLDL-P,-9.574703e-13,1.531048e-12
+XL-VLDL-TG,-9.6534365e-08,1.1520361e-07
+L-VLDL-C,-7.631724e-08,7.505406e-08
+L-VLDL-CE,-2.1423585e-08,2.5467816e-08
+L-VLDL-FC,-5.4300973e-08,5.727697e-08
+L-VLDL-L,3.3938814e-08,1.1132505e-07
+L-VLDL-P,-9.925974e-12,1.0741543e-11
+L-VLDL-PL,4.1779526e-08,4.8101807e-08
+L-VLDL-TG,8.345992e-08,1.01108164e-07
+M-VLDL-C,4.723246e-10,3.37291e-08
+M-VLDL-CE,5.070931e-08,5.59241e-08
+M-VLDL-FC,-5.0055515e-08,5.0447444e-08
+M-VLDL-L,1.3345614e-07,1.8028493e-07
+M-VLDL-P,3.0341243e-11,2.9156736e-11
+M-VLDL-PL,4.913327e-08,4.984834e-08
+M-VLDL-TG,-4.787292e-08,9.95463e-08
+S-VLDL-C,-7.798962e-08,7.602035e-08
+S-VLDL-CE,8.841616e-09,1.8197836e-08
+S-VLDL-FC,-1.0388352e-08,1.4166023e-08
+S-VLDL-L,-4.2180946e-07,4.1542577e-07
+S-VLDL-P,-2.742462e-11,2.627721e-11
+S-VLDL-PL,-1.8824752e-08,2.2564539e-08
+S-VLDL-TG,-4.4227924e-08,6.7667294e-08
+XS-VLDL-C,-6.2931655e-08,6.902495e-08
+XS-VLDL-CE,-5.99125e-08,6.422081e-08
+XS-VLDL-FC,3.7780854e-08,3.8657728e-08
+XS-VLDL-L,-5.0905015e-07,5.1611494e-07
+XS-VLDL-P,-3.26174e-11,3.3854943e-11
+XS-VLDL-PL,2.3798894e-08,3.718311e-08
+XS-VLDL-TG,-3.0033855e-09,2.7383438e-08
+IDL-C,-1.7632155e-07,2.2365455e-07
+IDL-CE,4.5373096e-07,5.243942e-07
+IDL-FC,1.5640772e-08,4.662196e-08
+IDL-L,3.2030638e-07,4.420747e-07
+IDL-P,-4.6127901e-10,5.0406646e-10
+IDL-PL,2.1495991e-07,2.301925e-07
+IDL-TG,5.6867236e-08,6.653315e-08
+L-LDL-C,3.5337496e-07,4.4319796e-07
+L-LDL-CE,-7.4521915e-07,7.851575e-07
+L-LDL-FC,-1.917754e-07,2.2038665e-07
+L-LDL-L,-1.0642382e-06,1.1358011e-06
+L-LDL-P,9.429982e-10,9.80783e-10
+L-LDL-PL,-3.5021867e-07,3.802464e-07
+L-LDL-TG,-2.993032e-08,3.6867217e-08
+M-LDL-C,-2.1932597e-07,2.333108e-07
+M-LDL-CE,-2.6338805e-07,2.570213e-07
+M-LDL-FC,2.710166e-09,2.6764894e-08
+M-LDL-L,-2.2078082e-09,1.2582666e-07
+M-LDL-P,6.806742e-11,9.5524456e-11
+M-LDL-PL,1.3713007e-07,1.3561142e-07
+M-LDL-TG,6.412213e-09,9.619889e-09
+S-LDL-C,-3.438087e-08,4.640135e-08
+S-LDL-CE,2.5906928e-08,2.9393833e-08
+S-LDL-FC,5.6401635e-08,6.263824e-08
+S-LDL-L,1.16892565e-07,1.16256224e-07
+S-LDL-P,4.186069e-11,4.226547e-11
+S-LDL-PL,3.63399e-08,3.9332605e-08
+XL-HDL-C,3.875213e-08,4.103841e-08
+XL-HDL-CE,-7.1716045e-08,6.934729e-08
+XL-HDL-FC,3.1076112e-08,2.9192984e-08
+XL-HDL-L,-3.2781162e-09,3.6353462e-08
+XL-HDL-P,2.586393e-11,6.52946e-11
+XL-HDL-PL,2.6018637e-07,2.3178346e-07
+L-HDL-C,-7.833223e-07,7.3052587e-07
+L-HDL-CE,-1.5530996e-07,1.736093e-07
+L-HDL-FC,-5.1259736e-08,4.9677407e-08
+L-HDL-L,8.984189e-07,8.150857e-07
+L-HDL-P,-1.6544395e-09,1.520276e-09
+L-HDL-PL,1.8734812e-07,1.8086097e-07
+L-HDL-TG,-5.311656e-08,5.3639464e-08
+M-HDL-C,5.9835315e-07,5.827473e-07
+M-HDL-CE,5.6141783e-07,5.580834e-07
+M-HDL-FC,-5.442821e-08,5.1850087e-08
+M-HDL-L,-3.2847498e-07,3.2256622e-07
+M-HDL-P,2.7307467e-09,2.736035e-09
+M-HDL-PL,9.210046e-08,1.13055506e-07
+M-HDL-TG,-1.330445e-08,1.911679e-08
+S-HDL-C,-1.4056562e-07,1.5573391e-07
+S-HDL-CE,1.5659758e-07,1.7139644e-07
+S-HDL-FC,-3.4482344e-08,3.6911285e-08
+S-HDL-L,1.9676118e-07,2.356425e-07
+S-HDL-P,3.4933818e-09,4.0145336e-09
+S-HDL-PL,-4.2157666e-07,4.498952e-07
+S-HDL-TG,8.015128e-08,8.931457e-08
+Cholines,1.3161199e-06,1.3310178e-06
+Phosphatidylc,-1.1383498e-07,2.0898001e-07
+Phosphoglyc,6.74962e-07,7.060426e-07
+Sphingomyelins,-8.9628756e-08,1.0186833e-07
+HDL-PL,-4.956656e-07,5.059405e-07
+LDL-PL,5.6161474e-07,5.8997307e-07
+Total-PL,-9.942478e-07,1.0841923e-06
+VLDL-PL,-2.6493325e-08,8.999715e-08
+HDL-L,2.8958225e-06,2.6418022e-06
+LDL-L,-9.099751e-07,1.1085413e-06
+Total-L,7.897326e-06,7.8783405e-06
+VLDL-L,-1.2359774e-06,1.3153748e-06
+HDL-TG,-1.7903484e-07,2.0809397e-07
+LDL-TG,1.9162314e-07,2.0074955e-07
+Total-TG,-1.7905717e-06,1.8197619e-06
+VLDL-TG,1.0367168e-06,1.0187853e-06

PANEL/omega/input_gradients/COPD_1/prote_metab/metab_COPD_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,4.370582e-07,5.146605e-07
+Gln,1.1712099e-07,1.3953422e-07
+Gly,-7.7136136e-08,1.0834881e-07
+His,-1.6552763e-08,2.0582853e-08
+Ile,1.33389e-07,1.4499959e-07
+Leu,1.10867106e-07,1.2161519e-07
+Total BCAA,-1.8292274e-08,5.102613e-08
+Val,5.703918e-09,2.3414971e-08
+Phe,-2.6350401e-08,3.1833657e-08
+Tyr,-2.8130105e-09,1.36139695e-08
+ApoA1,3.7510807e-07,3.9763282e-07
+ApoB,7.2106656e-07,7.121132e-07
+Clinical LDL-C,1.7915578e-06,2.0141633e-06
+HDL-C,-7.732204e-07,7.4687864e-07
+LDL-C,-6.7387174e-07,7.294393e-07
+non-HDL-C,2.2239687e-06,2.4945907e-06
+Remnant-C,-2.6114174e-06,2.6982143e-06
+Total-C,-4.1949106e-06,4.4772805e-06
+VLDL-C,6.79201e-07,6.864496e-07
+HDL-CE,3.8763977e-07,4.134768e-07
+LDL-CE,1.8149528e-07,2.6259244e-07
+Total-CE,1.5012282e-06,1.6595601e-06
+VLDL-CE,-3.718967e-07,3.7645216e-07
+DHA,9.97319e-08,1.11857865e-07
+LA,6.301422e-07,8.7666126e-07
+MUFA,-1.5986573e-06,1.8513769e-06
+Omega-3,-3.2395945e-07,3.7048642e-07
+Omega-6,-4.892676e-07,6.512553e-07
+PUFA,1.1258885e-06,1.1751487e-06
+SFA,1.5129751e-06,1.6174816e-06
+Total-FA,-7.824205e-06,7.608479e-06
+Unsaturation,-6.243544e-07,6.942129e-07
+Albumin,-4.2767642e-06,5.366601e-06
+Creatinine,-9.643804e-10,7.5559985e-09
+HDL-FC,-3.292372e-07,3.0183622e-07
+LDL-FC,-1.4496722e-07,1.7624097e-07
+Total-FC,-1.7029822e-07,2.3160642e-07
+VLDL-FC,1.4945607e-07,1.7912362e-07
+Citrate,-6.022297e-08,6.1013225e-08
+Glucose,5.8604332e-06,4.552975e-06
+Lactate,2.9676153e-06,3.1184204e-06
+Pyruvate,-4.0558845e-08,4.891697e-08
+GlycA,-4.089076e-07,4.6949367e-07
+Acetate,-3.1519104e-08,2.3393914e-08
+Acetoacetate,-1.7352093e-08,2.1491733e-08
+Acetone,-1.2362065e-08,1.1223838e-08
+bOHbutyrate,-2.3356375e-08,3.583811e-08
+HDL-P,7.023106e-09,7.262389e-09
+LDL-P,-1.3008936e-10,2.4337973e-10
+Total-P,5.723789e-09,5.944144e-09
+VLDL-P,5.9595134e-11,6.204199e-11
+HDL size,2.5635137e-07,3.1539892e-07
+LDL size,3.1088948e-07,3.3460148e-07
+VLDL size,-2.1986534e-06,2.428405e-06
+XXL-VLDL-L,-7.061332e-08,1.6391475e-07
+XXL-VLDL-P,6.1852346e-13,1.0966433e-12
+XL-VLDL-C,7.295243e-08,7.047906e-08
+XL-VLDL-CE,-2.929057e-08,3.115943e-08
+XL-VLDL-L,6.4160196e-07,6.1409776e-07
+XL-VLDL-P,-9.574703e-13,1.531048e-12
+XL-VLDL-TG,-9.6534365e-08,1.1520361e-07
+L-VLDL-C,-7.631724e-08,7.505406e-08
+L-VLDL-CE,-2.1423585e-08,2.5467816e-08
+L-VLDL-FC,-5.4300973e-08,5.727697e-08
+L-VLDL-L,3.3938814e-08,1.1132505e-07
+L-VLDL-P,-9.925974e-12,1.0741543e-11
+L-VLDL-PL,4.1779526e-08,4.8101807e-08
+L-VLDL-TG,8.345992e-08,1.01108164e-07
+M-VLDL-C,4.723246e-10,3.37291e-08
+M-VLDL-CE,5.070931e-08,5.59241e-08
+M-VLDL-FC,-5.0055515e-08,5.0447444e-08
+M-VLDL-L,1.3345614e-07,1.8028493e-07
+M-VLDL-P,3.0341243e-11,2.9156736e-11
+M-VLDL-PL,4.913327e-08,4.984834e-08
+M-VLDL-TG,-4.787292e-08,9.95463e-08
+S-VLDL-C,-7.798962e-08,7.602035e-08
+S-VLDL-CE,8.841616e-09,1.8197836e-08
+S-VLDL-FC,-1.0388352e-08,1.4166023e-08
+S-VLDL-L,-4.2180946e-07,4.1542577e-07
+S-VLDL-P,-2.742462e-11,2.627721e-11
+S-VLDL-PL,-1.8824752e-08,2.2564539e-08
+S-VLDL-TG,-4.4227924e-08,6.7667294e-08
+XS-VLDL-C,-6.2931655e-08,6.902495e-08
+XS-VLDL-CE,-5.99125e-08,6.422081e-08
+XS-VLDL-FC,3.7780854e-08,3.8657728e-08
+XS-VLDL-L,-5.0905015e-07,5.1611494e-07
+XS-VLDL-P,-3.26174e-11,3.3854943e-11
+XS-VLDL-PL,2.3798894e-08,3.718311e-08
+XS-VLDL-TG,-3.0033855e-09,2.7383438e-08
+IDL-C,-1.7632155e-07,2.2365455e-07
+IDL-CE,4.5373096e-07,5.243942e-07
+IDL-FC,1.5640772e-08,4.662196e-08
+IDL-L,3.2030638e-07,4.420747e-07
+IDL-P,-4.6127901e-10,5.0406646e-10
+IDL-PL,2.1495991e-07,2.301925e-07
+IDL-TG,5.6867236e-08,6.653315e-08
+L-LDL-C,3.5337496e-07,4.4319796e-07
+L-LDL-CE,-7.4521915e-07,7.851575e-07
+L-LDL-FC,-1.917754e-07,2.2038665e-07
+L-LDL-L,-1.0642382e-06,1.1358011e-06
+L-LDL-P,9.429982e-10,9.80783e-10
+L-LDL-PL,-3.5021867e-07,3.802464e-07
+L-LDL-TG,-2.993032e-08,3.6867217e-08
+M-LDL-C,-2.1932597e-07,2.333108e-07
+M-LDL-CE,-2.6338805e-07,2.570213e-07
+M-LDL-FC,2.710166e-09,2.6764894e-08
+M-LDL-L,-2.2078082e-09,1.2582666e-07
+M-LDL-P,6.806742e-11,9.5524456e-11
+M-LDL-PL,1.3713007e-07,1.3561142e-07
+M-LDL-TG,6.412213e-09,9.619889e-09
+S-LDL-C,-3.438087e-08,4.640135e-08
+S-LDL-CE,2.5906928e-08,2.9393833e-08
+S-LDL-FC,5.6401635e-08,6.263824e-08
+S-LDL-L,1.16892565e-07,1.16256224e-07
+S-LDL-P,4.186069e-11,4.226547e-11
+S-LDL-PL,3.63399e-08,3.9332605e-08
+XL-HDL-C,3.875213e-08,4.103841e-08
+XL-HDL-CE,-7.1716045e-08,6.934729e-08
+XL-HDL-FC,3.1076112e-08,2.9192984e-08
+XL-HDL-L,-3.2781162e-09,3.6353462e-08
+XL-HDL-P,2.586393e-11,6.52946e-11
+XL-HDL-PL,2.6018637e-07,2.3178346e-07
+L-HDL-C,-7.833223e-07,7.3052587e-07
+L-HDL-CE,-1.5530996e-07,1.736093e-07
+L-HDL-FC,-5.1259736e-08,4.9677407e-08
+L-HDL-L,8.984189e-07,8.150857e-07
+L-HDL-P,-1.6544395e-09,1.520276e-09
+L-HDL-PL,1.8734812e-07,1.8086097e-07
+L-HDL-TG,-5.311656e-08,5.3639464e-08
+M-HDL-C,5.9835315e-07,5.827473e-07
+M-HDL-CE,5.6141783e-07,5.580834e-07
+M-HDL-FC,-5.442821e-08,5.1850087e-08
+M-HDL-L,-3.2847498e-07,3.2256622e-07
+M-HDL-P,2.7307467e-09,2.736035e-09
+M-HDL-PL,9.210046e-08,1.13055506e-07
+M-HDL-TG,-1.330445e-08,1.911679e-08
+S-HDL-C,-1.4056562e-07,1.5573391e-07
+S-HDL-CE,1.5659758e-07,1.7139644e-07
+S-HDL-FC,-3.4482344e-08,3.6911285e-08
+S-HDL-L,1.9676118e-07,2.356425e-07
+S-HDL-P,3.4933818e-09,4.0145336e-09
+S-HDL-PL,-4.2157666e-07,4.498952e-07
+S-HDL-TG,8.015128e-08,8.931457e-08
+Cholines,1.3161199e-06,1.3310178e-06
+Phosphatidylc,-1.1383498e-07,2.0898001e-07
+Phosphoglyc,6.74962e-07,7.060426e-07
+Sphingomyelins,-8.9628756e-08,1.0186833e-07
+HDL-PL,-4.956656e-07,5.059405e-07
+LDL-PL,5.6161474e-07,5.8997307e-07
+Total-PL,-9.942478e-07,1.0841923e-06
+VLDL-PL,-2.6493325e-08,8.999715e-08
+HDL-L,2.8958225e-06,2.6418022e-06
+LDL-L,-9.099751e-07,1.1085413e-06
+Total-L,7.897326e-06,7.8783405e-06
+VLDL-L,-1.2359774e-06,1.3153748e-06
+HDL-TG,-1.7903484e-07,2.0809397e-07
+LDL-TG,1.9162314e-07,2.0074955e-07
+Total-TG,-1.7905717e-06,1.8197619e-06
+VLDL-TG,1.0367168e-06,1.0187853e-06

PANEL/omega/input_gradients/COPD_2/prote_metab/metab_COPD_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,-1.9294074e-08,3.488686e-08
+Gln,-2.8914672e-08,4.0544403e-08
+Gly,-6.5841625e-08,8.401948e-08
+His,-1.0298829e-08,1.3670653e-08
+Ile,4.1480895e-08,4.9146117e-08
+Leu,-1.6154134e-08,2.2023238e-08
+Total BCAA,-6.0812596e-08,8.312556e-08
+Val,4.721205e-10,1.4966771e-08
+Phe,-1.0533917e-08,1.3739908e-08
+Tyr,-1.5708036e-08,2.119164e-08
+ApoA1,-3.3690069e-09,1.0255553e-07
+ApoB,-2.6369543e-07,3.53447e-07
+Clinical LDL-C,6.7505766e-07,8.638019e-07
+HDL-C,-5.4317852e-09,1.6186057e-07
+LDL-C,-9.125386e-07,1.1447555e-06
+non-HDL-C,3.4976182e-07,5.068961e-07
+Remnant-C,-1.1691442e-06,1.5104173e-06
+Total-C,1.0282745e-06,1.316375e-06
+VLDL-C,-6.189372e-08,1.3699781e-07
+HDL-CE,-3.5435477e-07,4.1880227e-07
+LDL-CE,8.373365e-08,1.5378149e-07
+Total-CE,-1.4436861e-07,2.7951452e-07
+VLDL-CE,-1.7629092e-07,2.4541208e-07
+DHA,4.5269104e-08,6.98473e-08
+LA,-6.868477e-07,8.8114047e-07
+MUFA,1.458864e-06,2.0333637e-06
+Omega-3,-1.2158601e-07,1.794042e-07
+Omega-6,-4.350415e-07,5.9045624e-07
+PUFA,-7.2666387e-07,9.555627e-07
+SFA,3.6532322e-07,5.863027e-07
+Total-FA,1.967862e-06,2.5769566e-06
+Unsaturation,-9.1438736e-08,1.3836905e-07
+Albumin,-3.740013e-06,4.6979994e-06
+Creatinine,-2.846563e-08,2.9437363e-08
+HDL-FC,-7.461339e-08,8.9543455e-08
+LDL-FC,5.7868576e-08,9.0582816e-08
+Total-FC,1.208954e-07,1.7010112e-07
+VLDL-FC,6.115668e-08,9.0796775e-08
+Citrate,2.438285e-08,3.3945586e-08
+Glucose,7.7796886e-07,1.131696e-06
+Lactate,-4.4018628e-07,7.28828e-07
+Pyruvate,4.2926285e-08,6.517852e-08
+GlycA,1.703377e-07,2.2538292e-07
+Acetate,1.1991977e-09,3.0130605e-09
+Acetoacetate,-1.4104752e-08,1.7287471e-08
+Acetone,-6.445118e-09,7.517023e-09
+bOHbutyrate,4.0897183e-09,1.9306178e-08
+HDL-P,-6.075836e-09,7.713988e-09
+LDL-P,3.0649638e-10,3.9727438e-10
+Total-P,1.8241766e-10,1.094624e-09
+VLDL-P,-4.7440375e-11,6.636726e-11
+HDL size,-1.0231814e-07,1.3036e-07
+LDL size,-1.2557251e-08,3.0650543e-08
+VLDL size,1.8635454e-06,2.5119455e-06
+XXL-VLDL-L,-2.1171198e-07,2.9983082e-07
+XXL-VLDL-P,-2.75439e-12,3.979243e-12
+XL-VLDL-C,3.7958728e-08,5.6272786e-08
+XL-VLDL-CE,7.6308195e-09,1.2421887e-08
+XL-VLDL-L,2.1585193e-07,3.031159e-07
+XL-VLDL-P,-5.3393874e-14,1.178412e-12
+XL-VLDL-TG,-1.00740984e-07,1.4125918e-07
+L-VLDL-C,-5.4814485e-08,7.7321786e-08
+L-VLDL-CE,9.82158e-09,1.7187489e-08
+L-VLDL-FC,-1.4427027e-08,2.3390626e-08
+L-VLDL-L,-2.106967e-08,6.785919e-08
+L-VLDL-P,-6.518722e-13,2.5161145e-12
+L-VLDL-PL,7.944514e-09,1.9097854e-08
+L-VLDL-TG,-6.9142985e-08,1.0618474e-07
+M-VLDL-C,1.08861684e-07,1.4254002e-07
+M-VLDL-CE,-6.1230104e-08,7.8486494e-08
+M-VLDL-FC,-2.0891535e-09,9.76774e-09
+M-VLDL-L,8.3039616e-08,1.311784e-07
+M-VLDL-P,7.780535e-12,1.2535834e-11
+M-VLDL-PL,-8.383745e-08,1.1649181e-07
+M-VLDL-TG,-6.924461e-08,1.0960865e-07
+S-VLDL-C,3.2418572e-09,1.780222e-08
+S-VLDL-CE,6.207186e-10,1.736933e-08
+S-VLDL-FC,4.6204773e-09,1.0828865e-08
+S-VLDL-L,7.919613e-08,1.2556892e-07
+S-VLDL-P,-1.9551442e-11,2.8805448e-11
+S-VLDL-PL,-3.3746993e-08,4.752189e-08
+S-VLDL-TG,4.078568e-08,6.227206e-08
+XS-VLDL-C,-2.0721662e-09,1.6626455e-08
+XS-VLDL-CE,1.8755506e-08,2.4553438e-08
+XS-VLDL-FC,-2.5705407e-09,6.2689383e-09
+XS-VLDL-L,-1.2833198e-07,1.7202709e-07
+XS-VLDL-P,-1.9541225e-11,2.5953519e-11
+XS-VLDL-PL,-2.2373488e-08,3.2085e-08
+XS-VLDL-TG,-3.5454665e-08,5.525159e-08
+IDL-C,-1.6245139e-08,7.117844e-08
+IDL-CE,2.495594e-08,8.339555e-08
+IDL-FC,-7.267839e-08,9.125483e-08
+IDL-L,3.088595e-07,3.8085108e-07
+IDL-P,-2.9110256e-11,4.3423477e-11
+IDL-PL,-1.2594593e-07,1.5007265e-07
+IDL-TG,-3.9363684e-08,5.858345e-08
+L-LDL-C,-1.8181015e-07,2.360548e-07
+L-LDL-CE,5.17983e-07,6.31665e-07
+L-LDL-FC,-1.5637046e-07,1.9143027e-07
+L-LDL-L,-3.5995788e-07,4.490551e-07
+L-LDL-P,-4.0387993e-10,5.1690796e-10
+L-LDL-PL,-1.6214341e-07,2.0350525e-07
+L-LDL-TG,-2.0391367e-08,3.2457656e-08
+M-LDL-C,-2.1297838e-07,2.75564e-07
+M-LDL-CE,-3.3663433e-08,6.496062e-08
+M-LDL-FC,-3.558138e-09,1.1807408e-08
+M-LDL-L,3.666202e-07,4.6852472e-07
+M-LDL-P,7.705831e-11,1.0199837e-10
+M-LDL-PL,1.0738479e-07,1.3509221e-07
+M-LDL-TG,3.918842e-09,8.271798e-09
+S-LDL-C,-5.3949346e-08,6.878482e-08
+S-LDL-CE,6.339276e-08,8.200921e-08
+S-LDL-FC,-1.3638265e-08,1.818282e-08
+S-LDL-L,4.515927e-08,6.3669e-08
+S-LDL-P,7.782273e-12,2.0218006e-11
+S-LDL-PL,1.7552258e-08,2.2748345e-08
+XL-HDL-C,5.286826e-08,5.724985e-08
+XL-HDL-CE,-2.036053e-08,2.2894936e-08
+XL-HDL-FC,-5.124429e-09,5.6839764e-09
+XL-HDL-L,-2.6464184e-08,3.656808e-08
+XL-HDL-P,7.1888974e-11,7.872884e-11
+XL-HDL-PL,-9.188408e-09,1.8428748e-08
+L-HDL-C,6.3304704e-08,8.9054346e-08
+L-HDL-CE,8.194187e-08,1.07195945e-07
+L-HDL-FC,-2.2903452e-08,2.6817776e-08
+L-HDL-L,6.521751e-08,1.4764603e-07
+L-HDL-P,9.433365e-10,1.0245499e-09
+L-HDL-PL,1.0329807e-07,1.4006048e-07
+L-HDL-TG,1.4854834e-08,2.0072424e-08
+M-HDL-C,-2.794696e-07,3.5822669e-07
+M-HDL-CE,7.657175e-08,9.734934e-08
+M-HDL-FC,3.681052e-08,4.6487337e-08
+M-HDL-L,1.7003772e-07,2.3150167e-07
+M-HDL-P,5.0811116e-10,6.8490164e-10
+M-HDL-PL,2.298392e-07,3.0460868e-07
+M-HDL-TG,-7.783802e-09,1.5034693e-08
+S-HDL-C,6.83292e-08,8.8908166e-08
+S-HDL-CE,-6.618414e-09,1.991008e-08
+S-HDL-FC,-7.745263e-09,1.1270984e-08
+S-HDL-L,2.5597807e-08,7.143502e-08
+S-HDL-P,-1.6529602e-09,2.15914e-09
+S-HDL-PL,1.4151796e-07,1.9097303e-07
+S-HDL-TG,4.6368602e-09,9.755229e-09
+Cholines,-3.3492088e-07,4.4778793e-07
+Phosphatidylc,3.8052252e-07,5.050797e-07
+Phosphoglyc,-2.2826323e-07,3.402874e-07
+Sphingomyelins,6.2625716e-08,7.6176e-08
+HDL-PL,-3.5953065e-07,4.4850526e-07
+LDL-PL,4.256432e-08,6.999547e-08
+Total-PL,-5.2024694e-07,6.423908e-07
+VLDL-PL,-1.5996308e-07,2.4773772e-07
+HDL-L,5.971116e-07,7.938206e-07
+LDL-L,-5.8443004e-07,7.4303915e-07
+Total-L,-5.1116376e-07,8.344803e-07
+VLDL-L,-9.376251e-07,1.3652648e-06
+HDL-TG,-7.1389415e-08,1.0146951e-07
+LDL-TG,-1.1850817e-08,2.5448468e-08
+Total-TG,7.371357e-07,1.1054244e-06
+VLDL-TG,-3.475351e-08,2.4540125e-07

PANEL/omega/input_gradients/COPD_2/prote_metab/metab_COPD_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,-1.9294074e-08,3.488686e-08
+Gln,-2.8914672e-08,4.0544403e-08
+Gly,-6.5841625e-08,8.401948e-08
+His,-1.0298829e-08,1.3670653e-08
+Ile,4.1480895e-08,4.9146117e-08
+Leu,-1.6154134e-08,2.2023238e-08
+Total BCAA,-6.0812596e-08,8.312556e-08
+Val,4.721205e-10,1.4966771e-08
+Phe,-1.0533917e-08,1.3739908e-08
+Tyr,-1.5708036e-08,2.119164e-08
+ApoA1,-3.3690069e-09,1.0255553e-07
+ApoB,-2.6369543e-07,3.53447e-07
+Clinical LDL-C,6.7505766e-07,8.638019e-07
+HDL-C,-5.4317852e-09,1.6186057e-07
+LDL-C,-9.125386e-07,1.1447555e-06
+non-HDL-C,3.4976182e-07,5.068961e-07
+Remnant-C,-1.1691442e-06,1.5104173e-06
+Total-C,1.0282745e-06,1.316375e-06
+VLDL-C,-6.189372e-08,1.3699781e-07
+HDL-CE,-3.5435477e-07,4.1880227e-07
+LDL-CE,8.373365e-08,1.5378149e-07
+Total-CE,-1.4436861e-07,2.7951452e-07
+VLDL-CE,-1.7629092e-07,2.4541208e-07
+DHA,4.5269104e-08,6.98473e-08
+LA,-6.868477e-07,8.8114047e-07
+MUFA,1.458864e-06,2.0333637e-06
+Omega-3,-1.2158601e-07,1.794042e-07
+Omega-6,-4.350415e-07,5.9045624e-07
+PUFA,-7.2666387e-07,9.555627e-07
+SFA,3.6532322e-07,5.863027e-07
+Total-FA,1.967862e-06,2.5769566e-06
+Unsaturation,-9.1438736e-08,1.3836905e-07
+Albumin,-3.740013e-06,4.6979994e-06
+Creatinine,-2.846563e-08,2.9437363e-08
+HDL-FC,-7.461339e-08,8.9543455e-08
+LDL-FC,5.7868576e-08,9.0582816e-08
+Total-FC,1.208954e-07,1.7010112e-07
+VLDL-FC,6.115668e-08,9.0796775e-08
+Citrate,2.438285e-08,3.3945586e-08
+Glucose,7.7796886e-07,1.131696e-06
+Lactate,-4.4018628e-07,7.28828e-07
+Pyruvate,4.2926285e-08,6.517852e-08
+GlycA,1.703377e-07,2.2538292e-07
+Acetate,1.1991977e-09,3.0130605e-09
+Acetoacetate,-1.4104752e-08,1.7287471e-08
+Acetone,-6.445118e-09,7.517023e-09
+bOHbutyrate,4.0897183e-09,1.9306178e-08
+HDL-P,-6.075836e-09,7.713988e-09
+LDL-P,3.0649638e-10,3.9727438e-10
+Total-P,1.8241766e-10,1.094624e-09
+VLDL-P,-4.7440375e-11,6.636726e-11
+HDL size,-1.0231814e-07,1.3036e-07
+LDL size,-1.2557251e-08,3.0650543e-08
+VLDL size,1.8635454e-06,2.5119455e-06
+XXL-VLDL-L,-2.1171198e-07,2.9983082e-07
+XXL-VLDL-P,-2.75439e-12,3.979243e-12
+XL-VLDL-C,3.7958728e-08,5.6272786e-08
+XL-VLDL-CE,7.6308195e-09,1.2421887e-08
+XL-VLDL-L,2.1585193e-07,3.031159e-07
+XL-VLDL-P,-5.3393874e-14,1.178412e-12
+XL-VLDL-TG,-1.00740984e-07,1.4125918e-07
+L-VLDL-C,-5.4814485e-08,7.7321786e-08
+L-VLDL-CE,9.82158e-09,1.7187489e-08
+L-VLDL-FC,-1.4427027e-08,2.3390626e-08
+L-VLDL-L,-2.106967e-08,6.785919e-08
+L-VLDL-P,-6.518722e-13,2.5161145e-12
+L-VLDL-PL,7.944514e-09,1.9097854e-08
+L-VLDL-TG,-6.9142985e-08,1.0618474e-07
+M-VLDL-C,1.08861684e-07,1.4254002e-07
+M-VLDL-CE,-6.1230104e-08,7.8486494e-08
+M-VLDL-FC,-2.0891535e-09,9.76774e-09
+M-VLDL-L,8.3039616e-08,1.311784e-07
+M-VLDL-P,7.780535e-12,1.2535834e-11
+M-VLDL-PL,-8.383745e-08,1.1649181e-07
+M-VLDL-TG,-6.924461e-08,1.0960865e-07
+S-VLDL-C,3.2418572e-09,1.780222e-08
+S-VLDL-CE,6.207186e-10,1.736933e-08
+S-VLDL-FC,4.6204773e-09,1.0828865e-08
+S-VLDL-L,7.919613e-08,1.2556892e-07
+S-VLDL-P,-1.9551442e-11,2.8805448e-11
+S-VLDL-PL,-3.3746993e-08,4.752189e-08
+S-VLDL-TG,4.078568e-08,6.227206e-08
+XS-VLDL-C,-2.0721662e-09,1.6626455e-08
+XS-VLDL-CE,1.8755506e-08,2.4553438e-08
+XS-VLDL-FC,-2.5705407e-09,6.2689383e-09
+XS-VLDL-L,-1.2833198e-07,1.7202709e-07
+XS-VLDL-P,-1.9541225e-11,2.5953519e-11
+XS-VLDL-PL,-2.2373488e-08,3.2085e-08
+XS-VLDL-TG,-3.5454665e-08,5.525159e-08
+IDL-C,-1.6245139e-08,7.117844e-08
+IDL-CE,2.495594e-08,8.339555e-08
+IDL-FC,-7.267839e-08,9.125483e-08
+IDL-L,3.088595e-07,3.8085108e-07
+IDL-P,-2.9110256e-11,4.3423477e-11
+IDL-PL,-1.2594593e-07,1.5007265e-07
+IDL-TG,-3.9363684e-08,5.858345e-08
+L-LDL-C,-1.8181015e-07,2.360548e-07
+L-LDL-CE,5.17983e-07,6.31665e-07
+L-LDL-FC,-1.5637046e-07,1.9143027e-07
+L-LDL-L,-3.5995788e-07,4.490551e-07
+L-LDL-P,-4.0387993e-10,5.1690796e-10
+L-LDL-PL,-1.6214341e-07,2.0350525e-07
+L-LDL-TG,-2.0391367e-08,3.2457656e-08
+M-LDL-C,-2.1297838e-07,2.75564e-07
+M-LDL-CE,-3.3663433e-08,6.496062e-08
+M-LDL-FC,-3.558138e-09,1.1807408e-08
+M-LDL-L,3.666202e-07,4.6852472e-07
+M-LDL-P,7.705831e-11,1.0199837e-10
+M-LDL-PL,1.0738479e-07,1.3509221e-07
+M-LDL-TG,3.918842e-09,8.271798e-09
+S-LDL-C,-5.3949346e-08,6.878482e-08
+S-LDL-CE,6.339276e-08,8.200921e-08
+S-LDL-FC,-1.3638265e-08,1.818282e-08
+S-LDL-L,4.515927e-08,6.3669e-08
+S-LDL-P,7.782273e-12,2.0218006e-11
+S-LDL-PL,1.7552258e-08,2.2748345e-08
+XL-HDL-C,5.286826e-08,5.724985e-08
+XL-HDL-CE,-2.036053e-08,2.2894936e-08
+XL-HDL-FC,-5.124429e-09,5.6839764e-09
+XL-HDL-L,-2.6464184e-08,3.656808e-08
+XL-HDL-P,7.1888974e-11,7.872884e-11
+XL-HDL-PL,-9.188408e-09,1.8428748e-08
+L-HDL-C,6.3304704e-08,8.9054346e-08
+L-HDL-CE,8.194187e-08,1.07195945e-07
+L-HDL-FC,-2.2903452e-08,2.6817776e-08
+L-HDL-L,6.521751e-08,1.4764603e-07
+L-HDL-P,9.433365e-10,1.0245499e-09
+L-HDL-PL,1.0329807e-07,1.4006048e-07
+L-HDL-TG,1.4854834e-08,2.0072424e-08
+M-HDL-C,-2.794696e-07,3.5822669e-07
+M-HDL-CE,7.657175e-08,9.734934e-08
+M-HDL-FC,3.681052e-08,4.6487337e-08
+M-HDL-L,1.7003772e-07,2.3150167e-07
+M-HDL-P,5.0811116e-10,6.8490164e-10
+M-HDL-PL,2.298392e-07,3.0460868e-07
+M-HDL-TG,-7.783802e-09,1.5034693e-08
+S-HDL-C,6.83292e-08,8.8908166e-08
+S-HDL-CE,-6.618414e-09,1.991008e-08
+S-HDL-FC,-7.745263e-09,1.1270984e-08
+S-HDL-L,2.5597807e-08,7.143502e-08
+S-HDL-P,-1.6529602e-09,2.15914e-09
+S-HDL-PL,1.4151796e-07,1.9097303e-07
+S-HDL-TG,4.6368602e-09,9.755229e-09
+Cholines,-3.3492088e-07,4.4778793e-07
+Phosphatidylc,3.8052252e-07,5.050797e-07
+Phosphoglyc,-2.2826323e-07,3.402874e-07
+Sphingomyelins,6.2625716e-08,7.6176e-08
+HDL-PL,-3.5953065e-07,4.4850526e-07
+LDL-PL,4.256432e-08,6.999547e-08
+Total-PL,-5.2024694e-07,6.423908e-07
+VLDL-PL,-1.5996308e-07,2.4773772e-07
+HDL-L,5.971116e-07,7.938206e-07
+LDL-L,-5.8443004e-07,7.4303915e-07
+Total-L,-5.1116376e-07,8.344803e-07
+VLDL-L,-9.376251e-07,1.3652648e-06
+HDL-TG,-7.1389415e-08,1.0146951e-07
+LDL-TG,-1.1850817e-08,2.5448468e-08
+Total-TG,7.371357e-07,1.1054244e-06
+VLDL-TG,-3.475351e-08,2.4540125e-07

PANEL/omega/input_gradients/COPD_4/prote_metab/metab_COPD_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8cb724065e2eafba9543e87f23549338329876924e52abe634aa7c32c62faed6
+size 15429990

PANEL/omega/input_gradients/Cataracts_1/prote_metab/metab_Cataracts_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fd931f7187b32e2cc4e0ca76832f236d78bdbd7880b7a209d9a63c04cde83af
+size 15194092

PANEL/omega/input_gradients/Cataracts_4/prote_metab/Cataracts_surv_res.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ce6f627096585e7bcda496c4eba05811f50c706b36af276106ca3ec879be067
+size 51173846

PANEL/omega/input_gradients/Cataracts_4/prote_metab/metab_Cataracts_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbee950c8aec5361cdfc04954741b39eb3a37976676878aff05fc880cde46c1a
+size 15195728

PANEL/omega/input_gradients/Dementia_1/prote_metab/metab_Dementia_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,-1.6820457e-09,7.1986177e-09
+Gln,4.2194097e-09,1.6408308e-08
+Gly,9.686947e-10,4.6654614e-09
+His,1.9766314e-11,3.4131473e-10
+Ile,8.311123e-10,3.0329828e-09
+Leu,7.009952e-10,2.809157e-09
+Total BCAA,4.960633e-09,1.790664e-08
+Val,4.8004134e-10,2.6099907e-09
+Phe,4.542595e-10,1.8028475e-09
+Tyr,2.3568186e-10,1.0918192e-09
+ApoA1,5.2519034e-09,1.8678364e-08
+ApoB,-6.0025074e-10,7.360171e-09
+Clinical LDL-C,1.2381323e-08,6.011059e-08
+HDL-C,1.7482542e-08,7.4605815e-08
+LDL-C,-9.319832e-09,3.6667974e-08
+non-HDL-C,3.321304e-08,1.3867306e-07
+Remnant-C,1.5838086e-08,6.15592e-08
+Total-C,6.508866e-08,2.6194908e-07
+VLDL-C,1.2606504e-09,6.4858323e-09
+HDL-CE,1.1575542e-08,4.9941445e-08
+LDL-CE,9.369289e-09,3.7117488e-08
+Total-CE,3.0343802e-08,1.2490538e-07
+VLDL-CE,-1.0278663e-09,5.6610983e-09
+DHA,-7.428764e-09,2.7229234e-08
+LA,1.5134897e-07,5.777206e-07
+MUFA,-2.3373689e-08,9.339697e-08
+Omega-3,-2.1799528e-08,8.110993e-08
+Omega-6,7.499514e-08,2.8868664e-07
+PUFA,3.3062967e-08,1.2739892e-07
+SFA,-6.43856e-08,2.4448644e-07
+Total-FA,-2.279648e-07,8.722321e-07
+Unsaturation,-3.2774043e-09,1.223414e-08
+Albumin,2.8089633e-07,1.2207511e-06
+Creatinine,-4.0574832e-10,1.5119348e-09
+HDL-FC,-1.3539394e-09,5.525478e-09
+LDL-FC,5.19336e-09,2.0530207e-08
+Total-FC,1.7545476e-09,1.0021207e-08
+VLDL-FC,-1.6135882e-10,2.9071072e-09
+Citrate,-8.5956836e-10,3.0385532e-09
+Glucose,-7.801133e-07,2.9661496e-06
+Lactate,9.83472e-08,4.0020737e-07
+Pyruvate,1.0247512e-10,1.0301682e-09
+GlycA,-9.743834e-09,3.8126213e-08
+Acetate,-1.1670574e-10,5.1800114e-10
+Acetoacetate,-6.3755154e-11,6.0246064e-10
+Acetone,-3.579223e-11,2.1656883e-10
+bOHbutyrate,-4.0489123e-09,1.827607e-08
+HDL-P,-1.1268632e-11,6.6425976e-11
+LDL-P,-5.111875e-12,2.2535937e-11
+Total-P,1.12684785e-10,4.1590845e-10
+VLDL-P,-1.3336713e-12,5.4250506e-12
+HDL size,2.4453222e-09,1.1309494e-08
+LDL size,-3.3952718e-10,5.361161e-09
+VLDL size,-1.0376038e-07,3.999586e-07
+XXL-VLDL-L,-2.3923887e-09,1.1776444e-08
+XXL-VLDL-P,8.940086e-15,5.7519216e-14
+XL-VLDL-C,-4.5985044e-10,1.5977686e-09
+XL-VLDL-CE,-4.3135256e-10,1.6580614e-09
+XL-VLDL-L,4.474397e-09,1.7926556e-08
+XL-VLDL-P,-8.354442e-15,8.950278e-14
+XL-VLDL-TG,-2.1333627e-10,2.6675522e-09
+L-VLDL-C,9.858676e-10,4.0933354e-09
+L-VLDL-CE,1.5708471e-09,5.89232e-09
+L-VLDL-FC,2.518261e-10,1.0426523e-09
+L-VLDL-L,-3.5240584e-09,1.5269835e-08
+L-VLDL-P,-1.4694409e-13,5.526214e-13
+L-VLDL-PL,-1.4037316e-09,5.444089e-09
+L-VLDL-TG,-1.6064035e-09,6.7479116e-09
+M-VLDL-C,1.3846954e-10,2.552321e-09
+M-VLDL-CE,2.1096051e-10,1.4575093e-09
+M-VLDL-FC,1.06417e-09,4.1733923e-09
+M-VLDL-L,9.425186e-10,7.569e-09
+M-VLDL-P,2.2659644e-13,8.5078667e-13
+M-VLDL-PL,1.3844944e-09,5.4559393e-09
+M-VLDL-TG,-4.2572816e-09,1.5864055e-08
+S-VLDL-C,-2.0373618e-09,7.6777065e-09
+S-VLDL-CE,6.3226824e-10,2.5550777e-09
+S-VLDL-FC,4.094936e-10,1.648403e-09
+S-VLDL-L,-1.0933555e-09,4.67318e-09
+S-VLDL-P,-5.767266e-13,2.1505777e-12
+S-VLDL-PL,-2.8483121e-10,1.6618897e-09
+S-VLDL-TG,5.0096727e-10,2.2041837e-09
+XS-VLDL-C,2.7446618e-09,9.624036e-09
+XS-VLDL-CE,4.9522625e-10,2.0970647e-09
+XS-VLDL-FC,1.5197442e-10,8.366512e-10
+XS-VLDL-L,-1.2518035e-10,2.993633e-09
+XS-VLDL-P,2.562924e-13,1.0032248e-12
+XS-VLDL-PL,2.3777735e-10,1.0624823e-09
+XS-VLDL-TG,-8.800987e-10,3.5883796e-09
+IDL-C,9.658551e-10,8.898439e-09
+IDL-CE,6.104815e-09,2.4695062e-08
+IDL-FC,5.8037564e-10,2.7406688e-09
+IDL-L,8.922926e-09,3.5419117e-08
+IDL-P,1.8932393e-12,7.411902e-12
+IDL-PL,-1.8561118e-11,2.3745887e-09
+IDL-TG,-7.6665024e-10,3.1406917e-09
+L-LDL-C,-5.752086e-09,2.632454e-08
+L-LDL-CE,4.973206e-10,6.9819377e-09
+L-LDL-FC,-1.8085355e-09,7.726273e-09
+L-LDL-L,8.655898e-09,3.346253e-08
+L-LDL-P,-3.3401268e-12,1.3594475e-11
+L-LDL-PL,3.5041876e-09,1.3669938e-08
+L-LDL-TG,1.292386e-10,5.981407e-10
+M-LDL-C,-1.9702735e-09,8.958384e-09
+M-LDL-CE,1.8360204e-09,7.470146e-09
+M-LDL-FC,7.899985e-10,3.0358764e-09
+M-LDL-L,-2.489044e-09,8.977777e-09
+M-LDL-P,1.3164562e-12,5.0835525e-12
+M-LDL-PL,3.5479286e-10,1.6120344e-09
+M-LDL-TG,-9.334487e-11,4.99078e-10
+S-LDL-C,-1.3083413e-09,5.168368e-09
+S-LDL-CE,2.5667973e-10,1.3274695e-09
+S-LDL-FC,4.265492e-10,1.7298929e-09
+S-LDL-L,9.657991e-10,4.5975077e-09
+S-LDL-P,1.4333396e-12,5.4631933e-12
+S-LDL-PL,5.760347e-10,2.1358237e-09
+XL-HDL-C,2.9760824e-10,1.861881e-09
+XL-HDL-CE,1.9949549e-09,7.84015e-09
+XL-HDL-FC,4.613726e-11,2.687426e-10
+XL-HDL-L,4.162616e-09,1.59617e-08
+XL-HDL-P,-3.3381097e-13,2.8861067e-12
+XL-HDL-PL,2.3311337e-09,8.318076e-09
+L-HDL-C,5.34745e-10,4.1415693e-09
+L-HDL-CE,4.5124726e-09,1.8697582e-08
+L-HDL-FC,6.6649497e-10,2.796295e-09
+L-HDL-L,1.4515199e-08,4.8391936e-08
+L-HDL-P,-1.0953543e-12,1.9043786e-11
+L-HDL-PL,3.8231986e-09,1.6346783e-08
+L-HDL-TG,3.603573e-10,1.3521244e-09
+M-HDL-C,-1.8178837e-09,7.293863e-09
+M-HDL-CE,-5.766965e-10,4.182861e-09
+M-HDL-FC,4.0681322e-10,1.4694495e-09
+M-HDL-L,7.090535e-09,2.6903724e-08
+M-HDL-P,9.995065e-13,2.8501972e-11
+M-HDL-PL,1.2684177e-09,3.9065235e-09
+M-HDL-TG,-9.35272e-10,3.3657654e-09
+S-HDL-C,-8.21032e-10,3.6067587e-09
+S-HDL-CE,3.4649233e-10,1.8033999e-09
+S-HDL-FC,-5.1536986e-11,4.7157805e-10
+S-HDL-L,-2.4072253e-10,6.1573253e-09
+S-HDL-P,1.28282315e-11,9.283633e-11
+S-HDL-PL,6.833388e-10,3.5744865e-09
+S-HDL-TG,1.3632392e-10,5.631837e-10
+Cholines,2.6298556e-08,9.999808e-08
+Phosphatidylc,1.6164554e-08,6.3748516e-08
+Phosphoglyc,6.4999655e-09,3.214378e-08
+Sphingomyelins,-4.7220733e-10,2.3080011e-09
+HDL-PL,7.978447e-09,3.385321e-08
+LDL-PL,6.178374e-10,7.503741e-09
+Total-PL,1.1343649e-08,3.8210036e-08
+VLDL-PL,2.2668862e-09,8.268877e-09
+HDL-L,9.7377955e-09,4.6639514e-08
+LDL-L,-8.5217156e-10,2.8526186e-08
+Total-L,9.9631144e-08,4.0049187e-07
+VLDL-L,8.982741e-09,4.976721e-08
+HDL-TG,5.773865e-10,2.6861386e-09
+LDL-TG,-1.6573966e-09,6.667766e-09
+Total-TG,-2.7343884e-08,1.08652756e-07
+VLDL-TG,-1.8965556e-08,6.912923e-08

PANEL/omega/input_gradients/Dementia_1/prote_metab/metab_Dementia_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,-1.6820457e-09,7.1986177e-09
+Gln,4.2194097e-09,1.6408308e-08
+Gly,9.686947e-10,4.6654614e-09
+His,1.9766314e-11,3.4131473e-10
+Ile,8.311123e-10,3.0329828e-09
+Leu,7.009952e-10,2.809157e-09
+Total BCAA,4.960633e-09,1.790664e-08
+Val,4.8004134e-10,2.6099907e-09
+Phe,4.542595e-10,1.8028475e-09
+Tyr,2.3568186e-10,1.0918192e-09
+ApoA1,5.2519034e-09,1.8678364e-08
+ApoB,-6.0025074e-10,7.360171e-09
+Clinical LDL-C,1.2381323e-08,6.011059e-08
+HDL-C,1.7482542e-08,7.4605815e-08
+LDL-C,-9.319832e-09,3.6667974e-08
+non-HDL-C,3.321304e-08,1.3867306e-07
+Remnant-C,1.5838086e-08,6.15592e-08
+Total-C,6.508866e-08,2.6194908e-07
+VLDL-C,1.2606504e-09,6.4858323e-09
+HDL-CE,1.1575542e-08,4.9941445e-08
+LDL-CE,9.369289e-09,3.7117488e-08
+Total-CE,3.0343802e-08,1.2490538e-07
+VLDL-CE,-1.0278663e-09,5.6610983e-09
+DHA,-7.428764e-09,2.7229234e-08
+LA,1.5134897e-07,5.777206e-07
+MUFA,-2.3373689e-08,9.339697e-08
+Omega-3,-2.1799528e-08,8.110993e-08
+Omega-6,7.499514e-08,2.8868664e-07
+PUFA,3.3062967e-08,1.2739892e-07
+SFA,-6.43856e-08,2.4448644e-07
+Total-FA,-2.279648e-07,8.722321e-07
+Unsaturation,-3.2774043e-09,1.223414e-08
+Albumin,2.8089633e-07,1.2207511e-06
+Creatinine,-4.0574832e-10,1.5119348e-09
+HDL-FC,-1.3539394e-09,5.525478e-09
+LDL-FC,5.19336e-09,2.0530207e-08
+Total-FC,1.7545476e-09,1.0021207e-08
+VLDL-FC,-1.6135882e-10,2.9071072e-09
+Citrate,-8.5956836e-10,3.0385532e-09
+Glucose,-7.801133e-07,2.9661496e-06
+Lactate,9.83472e-08,4.0020737e-07
+Pyruvate,1.0247512e-10,1.0301682e-09
+GlycA,-9.743834e-09,3.8126213e-08
+Acetate,-1.1670574e-10,5.1800114e-10
+Acetoacetate,-6.3755154e-11,6.0246064e-10
+Acetone,-3.579223e-11,2.1656883e-10
+bOHbutyrate,-4.0489123e-09,1.827607e-08
+HDL-P,-1.1268632e-11,6.6425976e-11
+LDL-P,-5.111875e-12,2.2535937e-11
+Total-P,1.12684785e-10,4.1590845e-10
+VLDL-P,-1.3336713e-12,5.4250506e-12
+HDL size,2.4453222e-09,1.1309494e-08
+LDL size,-3.3952718e-10,5.361161e-09
+VLDL size,-1.0376038e-07,3.999586e-07
+XXL-VLDL-L,-2.3923887e-09,1.1776444e-08
+XXL-VLDL-P,8.940086e-15,5.7519216e-14
+XL-VLDL-C,-4.5985044e-10,1.5977686e-09
+XL-VLDL-CE,-4.3135256e-10,1.6580614e-09
+XL-VLDL-L,4.474397e-09,1.7926556e-08
+XL-VLDL-P,-8.354442e-15,8.950278e-14
+XL-VLDL-TG,-2.1333627e-10,2.6675522e-09
+L-VLDL-C,9.858676e-10,4.0933354e-09
+L-VLDL-CE,1.5708471e-09,5.89232e-09
+L-VLDL-FC,2.518261e-10,1.0426523e-09
+L-VLDL-L,-3.5240584e-09,1.5269835e-08
+L-VLDL-P,-1.4694409e-13,5.526214e-13
+L-VLDL-PL,-1.4037316e-09,5.444089e-09
+L-VLDL-TG,-1.6064035e-09,6.7479116e-09
+M-VLDL-C,1.3846954e-10,2.552321e-09
+M-VLDL-CE,2.1096051e-10,1.4575093e-09
+M-VLDL-FC,1.06417e-09,4.1733923e-09
+M-VLDL-L,9.425186e-10,7.569e-09
+M-VLDL-P,2.2659644e-13,8.5078667e-13
+M-VLDL-PL,1.3844944e-09,5.4559393e-09
+M-VLDL-TG,-4.2572816e-09,1.5864055e-08
+S-VLDL-C,-2.0373618e-09,7.6777065e-09
+S-VLDL-CE,6.3226824e-10,2.5550777e-09
+S-VLDL-FC,4.094936e-10,1.648403e-09
+S-VLDL-L,-1.0933555e-09,4.67318e-09
+S-VLDL-P,-5.767266e-13,2.1505777e-12
+S-VLDL-PL,-2.8483121e-10,1.6618897e-09
+S-VLDL-TG,5.0096727e-10,2.2041837e-09
+XS-VLDL-C,2.7446618e-09,9.624036e-09
+XS-VLDL-CE,4.9522625e-10,2.0970647e-09
+XS-VLDL-FC,1.5197442e-10,8.366512e-10
+XS-VLDL-L,-1.2518035e-10,2.993633e-09
+XS-VLDL-P,2.562924e-13,1.0032248e-12
+XS-VLDL-PL,2.3777735e-10,1.0624823e-09
+XS-VLDL-TG,-8.800987e-10,3.5883796e-09
+IDL-C,9.658551e-10,8.898439e-09
+IDL-CE,6.104815e-09,2.4695062e-08
+IDL-FC,5.8037564e-10,2.7406688e-09
+IDL-L,8.922926e-09,3.5419117e-08
+IDL-P,1.8932393e-12,7.411902e-12
+IDL-PL,-1.8561118e-11,2.3745887e-09
+IDL-TG,-7.6665024e-10,3.1406917e-09
+L-LDL-C,-5.752086e-09,2.632454e-08
+L-LDL-CE,4.973206e-10,6.9819377e-09
+L-LDL-FC,-1.8085355e-09,7.726273e-09
+L-LDL-L,8.655898e-09,3.346253e-08
+L-LDL-P,-3.3401268e-12,1.3594475e-11
+L-LDL-PL,3.5041876e-09,1.3669938e-08
+L-LDL-TG,1.292386e-10,5.981407e-10
+M-LDL-C,-1.9702735e-09,8.958384e-09
+M-LDL-CE,1.8360204e-09,7.470146e-09
+M-LDL-FC,7.899985e-10,3.0358764e-09
+M-LDL-L,-2.489044e-09,8.977777e-09
+M-LDL-P,1.3164562e-12,5.0835525e-12
+M-LDL-PL,3.5479286e-10,1.6120344e-09
+M-LDL-TG,-9.334487e-11,4.99078e-10
+S-LDL-C,-1.3083413e-09,5.168368e-09
+S-LDL-CE,2.5667973e-10,1.3274695e-09
+S-LDL-FC,4.265492e-10,1.7298929e-09
+S-LDL-L,9.657991e-10,4.5975077e-09
+S-LDL-P,1.4333396e-12,5.4631933e-12
+S-LDL-PL,5.760347e-10,2.1358237e-09
+XL-HDL-C,2.9760824e-10,1.861881e-09
+XL-HDL-CE,1.9949549e-09,7.84015e-09
+XL-HDL-FC,4.613726e-11,2.687426e-10
+XL-HDL-L,4.162616e-09,1.59617e-08
+XL-HDL-P,-3.3381097e-13,2.8861067e-12
+XL-HDL-PL,2.3311337e-09,8.318076e-09
+L-HDL-C,5.34745e-10,4.1415693e-09
+L-HDL-CE,4.5124726e-09,1.8697582e-08
+L-HDL-FC,6.6649497e-10,2.796295e-09
+L-HDL-L,1.4515199e-08,4.8391936e-08
+L-HDL-P,-1.0953543e-12,1.9043786e-11
+L-HDL-PL,3.8231986e-09,1.6346783e-08
+L-HDL-TG,3.603573e-10,1.3521244e-09
+M-HDL-C,-1.8178837e-09,7.293863e-09
+M-HDL-CE,-5.766965e-10,4.182861e-09
+M-HDL-FC,4.0681322e-10,1.4694495e-09
+M-HDL-L,7.090535e-09,2.6903724e-08
+M-HDL-P,9.995065e-13,2.8501972e-11
+M-HDL-PL,1.2684177e-09,3.9065235e-09
+M-HDL-TG,-9.35272e-10,3.3657654e-09
+S-HDL-C,-8.21032e-10,3.6067587e-09
+S-HDL-CE,3.4649233e-10,1.8033999e-09
+S-HDL-FC,-5.1536986e-11,4.7157805e-10
+S-HDL-L,-2.4072253e-10,6.1573253e-09
+S-HDL-P,1.28282315e-11,9.283633e-11
+S-HDL-PL,6.833388e-10,3.5744865e-09
+S-HDL-TG,1.3632392e-10,5.631837e-10
+Cholines,2.6298556e-08,9.999808e-08
+Phosphatidylc,1.6164554e-08,6.3748516e-08
+Phosphoglyc,6.4999655e-09,3.214378e-08
+Sphingomyelins,-4.7220733e-10,2.3080011e-09
+HDL-PL,7.978447e-09,3.385321e-08
+LDL-PL,6.178374e-10,7.503741e-09
+Total-PL,1.1343649e-08,3.8210036e-08
+VLDL-PL,2.2668862e-09,8.268877e-09
+HDL-L,9.7377955e-09,4.6639514e-08
+LDL-L,-8.5217156e-10,2.8526186e-08
+Total-L,9.9631144e-08,4.0049187e-07
+VLDL-L,8.982741e-09,4.976721e-08
+HDL-TG,5.773865e-10,2.6861386e-09
+LDL-TG,-1.6573966e-09,6.667766e-09
+Total-TG,-2.7343884e-08,1.08652756e-07
+VLDL-TG,-1.8965556e-08,6.912923e-08

PANEL/omega/input_gradients/Dementia_4/prote_metab/metab_Dementia_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31ea4618f77135f1a2a6581bb890a8697e363f12bddf8dcd7284abc1accbb092
+size 15563485

PANEL/omega/input_gradients/Fractures_3/prote_metab/Fractures_surv_res.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:242606c68854dd323b80f10d2a9bbd355fbb46e4bb6b76a2e158699f6cebed82
+size 50546342

PANEL/omega/input_gradients/Fractures_3/prote_metab/metab_Fractures_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed83612d613c03521003c12f6883a0f6c76af0dc60377b563ff1a64cd8bfb841
+size 14968650

PANEL/omega/input_gradients/Glaucoma_2/prote_metab/metab_Glaucoma_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,4.890531e-08,4.6415224e-08
+Gln,-3.311821e-08,3.0217606e-08
+Gly,4.6064137e-08,4.0880067e-08
+His,2.8858544e-09,2.5823619e-09
+Ile,1.0119863e-09,3.616807e-09
+Leu,1.6280918e-08,1.4322531e-08
+Total BCAA,-6.6324525e-08,5.812072e-08
+Val,-5.6440236e-08,4.968802e-08
+Phe,4.201879e-09,3.740147e-09
+Tyr,-8.398734e-09,7.5186035e-09
+ApoA1,-9.41109e-08,9.4180145e-08
+ApoB,-8.891955e-08,8.3985675e-08
+Clinical LDL-C,9.7803785e-08,1.301377e-07
+HDL-C,-1.190832e-08,3.708272e-08
+LDL-C,8.036209e-08,9.3016205e-08
+non-HDL-C,1.6296815e-07,1.8673649e-07
+Remnant-C,-1.4458602e-07,1.357201e-07
+Total-C,-3.2635901e-07,2.9111288e-07
+VLDL-C,7.9692335e-08,8.739417e-08
+HDL-CE,-2.8957066e-07,2.7321977e-07
+LDL-CE,7.9854516e-08,7.855596e-08
+Total-CE,1.2608875e-07,1.7000747e-07
+VLDL-CE,-1.984667e-08,2.8663543e-08
+DHA,1.26449216e-08,1.8243702e-08
+LA,-1.4732642e-07,1.5190965e-07
+MUFA,2.2400022e-07,2.3623471e-07
+Omega-3,-2.6881287e-08,4.5042643e-08
+Omega-6,1.7186157e-07,1.734983e-07
+PUFA,-2.9039697e-07,2.545586e-07
+SFA,4.5819417e-07,4.0593682e-07
+Total-FA,9.213006e-07,8.220003e-07
+Unsaturation,6.225174e-08,5.383482e-08
+Albumin,1.6088295e-07,4.4532956e-07
+Creatinine,-1.2144507e-08,1.0904513e-08
+HDL-FC,-8.934359e-08,7.914265e-08
+LDL-FC,-3.3734008e-08,3.547801e-08
+Total-FC,-1.9169315e-07,1.704916e-07
+VLDL-FC,8.86288e-08,8.020042e-08
+Citrate,-1.5207512e-09,2.2454079e-09
+Glucose,-1.2116075e-06,1.2444503e-06
+Lactate,1.1570938e-06,1.0209401e-06
+Pyruvate,-2.0906568e-09,3.731021e-09
+GlycA,-5.1873094e-08,4.925878e-08
+Acetate,-3.4263967e-09,2.389695e-09
+Acetoacetate,1.4614118e-09,1.8678088e-09
+Acetone,-9.069977e-11,7.327146e-10
+bOHbutyrate,4.72005e-08,3.8087634e-08
+HDL-P,-7.660982e-10,7.3690687e-10
+LDL-P,1.3362846e-10,1.2537968e-10
+Total-P,7.509151e-11,4.0865136e-10
+VLDL-P,1.0750903e-11,1.3097359e-11
+HDL size,-1.4725439e-08,2.9368556e-08
+LDL size,2.286285e-08,2.264825e-08
+VLDL size,-3.2159764e-07,3.3847064e-07
+XXL-VLDL-L,1.2797112e-07,1.1337007e-07
+XXL-VLDL-P,7.4066675e-13,6.525987e-13
+XL-VLDL-C,5.9480643e-09,7.014961e-09
+XL-VLDL-CE,2.7103595e-09,2.951034e-09
+XL-VLDL-L,9.1837265e-08,8.630712e-08
+XL-VLDL-P,7.326294e-14,2.6880145e-13
+XL-VLDL-TG,4.9770804e-08,4.608373e-08
+L-VLDL-C,2.8370005e-08,2.663121e-08
+L-VLDL-CE,-1.2839316e-09,3.5293517e-09
+L-VLDL-FC,8.945454e-09,8.563278e-09
+L-VLDL-L,-1.9036048e-09,3.5204252e-08
+L-VLDL-P,8.214047e-13,1.0786597e-12
+L-VLDL-PL,-2.1685088e-08,2.0907677e-08
+L-VLDL-TG,5.3273848e-08,4.9421875e-08
+M-VLDL-C,2.4860931e-08,2.3359334e-08
+M-VLDL-CE,-1.651611e-08,1.5920588e-08
+M-VLDL-FC,1.9400375e-08,1.8046867e-08
+M-VLDL-L,7.264438e-08,7.1457556e-08
+M-VLDL-P,8.4372405e-12,7.632519e-12
+M-VLDL-PL,-2.1067544e-08,1.9570004e-08
+M-VLDL-TG,-1.1696492e-09,2.5018664e-08
+S-VLDL-C,-3.3155228e-08,3.1462402e-08
+S-VLDL-CE,-1.9773223e-08,1.847693e-08
+S-VLDL-FC,1.4776999e-08,1.3350792e-08
+S-VLDL-L,6.785382e-08,6.498858e-08
+S-VLDL-P,2.3692285e-12,4.087459e-12
+S-VLDL-PL,-1.3923085e-08,1.342883e-08
+S-VLDL-TG,-2.4581883e-08,2.4800794e-08
+XS-VLDL-C,2.727524e-08,2.4557647e-08
+XS-VLDL-CE,-8.197566e-09,9.017298e-09
+XS-VLDL-FC,-2.569986e-09,3.039732e-09
+XS-VLDL-L,5.2339857e-08,4.8005873e-08
+XS-VLDL-P,4.88945e-12,5.0542673e-12
+XS-VLDL-PL,-2.7944312e-08,2.5454717e-08
+XS-VLDL-TG,-4.2203356e-09,5.045083e-09
+IDL-C,-1.8147611e-07,1.606312e-07
+IDL-CE,3.2194606e-08,4.017435e-08
+IDL-FC,1.4876543e-09,8.172591e-09
+IDL-L,-1.9329725e-07,1.7142418e-07
+IDL-P,-1.996174e-11,2.3394016e-11
+IDL-PL,2.191551e-09,9.362555e-09
+IDL-TG,-3.5212266e-09,6.989018e-09
+L-LDL-C,-1.468111e-07,1.3334082e-07
+L-LDL-CE,1.04037866e-07,9.320047e-08
+L-LDL-FC,3.250427e-09,9.50605e-09
+L-LDL-L,-2.0014247e-07,1.7611792e-07
+L-LDL-P,1.3752478e-10,1.2497348e-10
+L-LDL-PL,-2.125031e-08,2.2650472e-08
+L-LDL-TG,2.1588354e-08,1.9100831e-08
+M-LDL-C,-5.6440342e-08,5.188343e-08
+M-LDL-CE,-2.709854e-08,2.6127433e-08
+M-LDL-FC,-2.110463e-08,1.8691741e-08
+M-LDL-L,-1.083373e-07,9.5522424e-08
+M-LDL-P,1.28147475e-11,1.541687e-11
+M-LDL-PL,9.4290735e-09,1.1426983e-08
+M-LDL-TG,9.7076e-09,8.7367535e-09
+S-LDL-C,1.0659385e-08,1.1086568e-08
+S-LDL-CE,3.539263e-08,3.084663e-08
+S-LDL-FC,4.189061e-09,4.29061e-09
+S-LDL-L,5.132384e-08,4.5480345e-08
+S-LDL-P,-3.3563508e-12,5.5476825e-12
+S-LDL-PL,-4.547495e-12,3.009998e-09
+XL-HDL-C,1.5687021e-08,1.3780891e-08
+XL-HDL-CE,-6.263774e-09,5.9835394e-09
+XL-HDL-FC,-2.8435212e-09,2.5065507e-09
+XL-HDL-L,1.2657722e-08,1.4407425e-08
+XL-HDL-P,9.159387e-12,1.8181725e-11
+XL-HDL-PL,-1.542484e-08,1.3801923e-08
+L-HDL-C,1.0400973e-07,9.7055604e-08
+L-HDL-CE,-1.0433857e-07,9.330531e-08
+L-HDL-FC,-3.221625e-08,2.8434624e-08
+L-HDL-L,-3.3545493e-07,2.9764573e-07
+L-HDL-P,-5.8015082e-11,1.276577e-10
+L-HDL-PL,-8.525263e-08,7.89659e-08
+L-HDL-TG,5.294454e-09,4.628021e-09
+M-HDL-C,7.515881e-09,1.8627482e-08
+M-HDL-CE,2.3980675e-09,1.04271916e-08
+M-HDL-FC,4.701585e-09,5.318083e-09
+M-HDL-L,1.03754935e-07,1.00280324e-07
+M-HDL-P,-7.232666e-10,6.7583317e-10
+M-HDL-PL,-3.2304747e-08,3.5197484e-08
+M-HDL-TG,2.820728e-09,3.641825e-09
+S-HDL-C,-2.2795574e-09,8.770804e-09
+S-HDL-CE,7.0885338e-09,1.1088133e-08
+S-HDL-FC,1.559291e-08,1.3088259e-08
+S-HDL-L,-1.7268516e-07,1.4531346e-07
+S-HDL-P,6.37245e-10,5.5970106e-10
+S-HDL-PL,3.361037e-08,3.112148e-08
+S-HDL-TG,-3.1010186e-09,4.0734696e-09
+Cholines,2.8071995e-07,2.5170343e-07
+Phosphatidylc,4.323719e-08,5.0256514e-08
+Phosphoglyc,-1.8950934e-07,1.6066824e-07
+Sphingomyelins,4.0690963e-08,3.7767254e-08
+HDL-PL,-2.477258e-07,2.2500184e-07
+LDL-PL,-4.5833175e-08,4.3906923e-08
+Total-PL,-4.18837e-08,8.698331e-08
+VLDL-PL,-9.160591e-08,8.45349e-08
+HDL-L,-6.8997366e-07,6.1928216e-07
+LDL-L,7.024526e-08,1.11741436e-07
+Total-L,7.118247e-07,6.321039e-07
+VLDL-L,4.0599272e-07,3.8155036e-07
+HDL-TG,6.6655326e-10,5.2864824e-09
+LDL-TG,-3.9538444e-09,8.298152e-09
+Total-TG,7.711025e-08,1.3592673e-07
+VLDL-TG,3.4813155e-07,3.2223764e-07

PANEL/omega/input_gradients/Glaucoma_2/prote_metab/metab_Glaucoma_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1844c73f424a9aea00795c38443d04ef5ccfa37bfb86c798edeec33941556845
+size 15494027

PANEL/omega/input_gradients/Glaucoma_5/prote_metab/Glaucoma_surv_res.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:747b62f2fb46911f931657a0e12f986ccb810761c6a7dc989d7f6d589fa056b0
+size 52490374

PANEL/omega/input_gradients/Glaucoma_5/prote_metab/metab_Glaucoma_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,-1.4745227e-09,4.4202344e-09
+Gln,-3.2119202e-10,3.712057e-09
+Gly,1.0831603e-09,7.4301414e-09
+His,-1.3753455e-12,1.7958066e-10
+Ile,3.8688383e-10,1.3057233e-09
+Leu,-4.1787224e-10,2.857441e-09
+Total BCAA,3.0122646e-10,2.3565832e-09
+Val,8.4588037e-10,3.4032932e-09
+Phe,-1.1082752e-11,1.8939253e-10
+Tyr,1.4905074e-10,4.1330364e-10
+ApoA1,-6.161122e-09,3.39067e-08
+ApoB,5.1285807e-09,2.6041189e-08
+Clinical LDL-C,6.215414e-08,2.8423824e-07
+HDL-C,3.4252483e-09,1.405218e-08
+LDL-C,2.251303e-08,5.963106e-08
+non-HDL-C,5.564602e-08,2.7407725e-07
+Remnant-C,2.6442676e-08,8.33737e-08
+Total-C,4.635544e-08,1.8319821e-07
+VLDL-C,2.3260012e-09,6.3255414e-09
+HDL-CE,-2.4848978e-09,9.198172e-09
+LDL-CE,5.542494e-10,7.2585813e-09
+Total-CE,3.1627774e-08,1.7134658e-07
+VLDL-CE,1.6850839e-10,3.9816173e-09
+DHA,-4.3854356e-09,1.9908455e-08
+LA,2.7261162e-09,3.5435e-08
+MUFA,3.0457117e-09,4.5303313e-08
+Omega-3,-2.02596e-08,7.7994905e-08
+Omega-6,-5.4058873e-09,2.1496538e-08
+PUFA,-5.6336628e-08,2.1269202e-07
+SFA,-1.577891e-08,6.955726e-08
+Total-FA,-1.9055564e-07,8.6881846e-07
+Unsaturation,-1.2415794e-09,6.2061867e-09
+Albumin,2.7928556e-07,1.1678183e-06
+Creatinine,6.318243e-11,2.908339e-10
+HDL-FC,2.77013e-09,6.223909e-09
+LDL-FC,1.9402138e-09,1.06337374e-08
+Total-FC,2.687383e-09,1.3925664e-08
+VLDL-FC,3.1014835e-09,1.6117532e-08
+Citrate,5.0915494e-10,1.9575699e-09
+Glucose,-2.7426717e-07,1.2812175e-06
+Lactate,1.7697555e-08,5.9404456e-08
+Pyruvate,7.837243e-12,5.164984e-10
+GlycA,-4.5231956e-09,1.9405165e-08
+Acetate,-1.1507118e-10,3.0418829e-10
+Acetoacetate,-4.158389e-10,2.041026e-09
+Acetone,6.690247e-11,4.3512138e-10
+bOHbutyrate,-2.3143051e-10,3.0510923e-09
+HDL-P,-1.8442267e-11,1.4717759e-10
+LDL-P,3.6309413e-12,2.0913556e-11
+Total-P,-2.0064918e-11,1.7013471e-10
+VLDL-P,-4.6009464e-13,2.9272726e-12
+HDL size,4.791379e-09,1.1939545e-08
+LDL size,-9.606423e-09,3.3073615e-08
+VLDL size,-1.30390925e-08,9.4429815e-08
+XXL-VLDL-L,1.0856315e-08,4.4229164e-08
+XXL-VLDL-P,-1.3577543e-14,8.4917845e-14
+XL-VLDL-C,7.6551643e-10,2.9096576e-09
+XL-VLDL-CE,-1.9932272e-10,6.3410216e-10
+XL-VLDL-L,1.6309365e-09,3.1598384e-09
+XL-VLDL-P,3.151191e-14,5.379277e-14
+XL-VLDL-TG,1.2531686e-09,4.048141e-09
+L-VLDL-C,4.1317633e-10,4.5797437e-09
+L-VLDL-CE,1.10119205e-10,6.478165e-10
+L-VLDL-FC,2.4173052e-10,7.2360673e-10
+L-VLDL-L,1.022243e-09,7.2879978e-09
+L-VLDL-P,1.2689532e-13,2.3593548e-13
+L-VLDL-PL,2.3026069e-10,1.3262259e-09
+L-VLDL-TG,-4.1109166e-10,2.287303e-09
+M-VLDL-C,-2.1109924e-10,3.765836e-09
+M-VLDL-CE,1.7282403e-09,5.476778e-09
+M-VLDL-FC,-5.2034658e-11,1.6718966e-09
+M-VLDL-L,5.6681517e-09,1.36548e-08
+M-VLDL-P,2.332877e-13,6.40236e-13
+M-VLDL-PL,1.5307104e-09,6.3139205e-09
+M-VLDL-TG,1.9860201e-10,4.784749e-09
+S-VLDL-C,3.1050082e-10,2.422652e-09
+S-VLDL-CE,-9.995421e-10,4.7742423e-09
+S-VLDL-FC,6.98837e-10,2.5395444e-09
+S-VLDL-L,-3.351978e-10,8.049032e-09
+S-VLDL-P,1.3236227e-13,2.7158004e-13
+S-VLDL-PL,-5.150567e-10,2.9184932e-09
+S-VLDL-TG,-2.175101e-09,7.992689e-09
+XS-VLDL-C,-7.740148e-10,4.5631863e-09
+XS-VLDL-CE,7.506348e-10,2.5190807e-09
+XS-VLDL-FC,-3.4299974e-10,1.5982118e-09
+XS-VLDL-L,-1.5109185e-10,3.0001779e-09
+XS-VLDL-P,5.2044583e-13,1.8490543e-12
+XS-VLDL-PL,-8.4207263e-10,3.3673828e-09
+XS-VLDL-TG,-3.213189e-10,1.5714251e-09
+IDL-C,2.674802e-09,1.0471815e-08
+IDL-CE,3.2066882e-09,1.5038857e-08
+IDL-FC,6.4742833e-10,1.226304e-09
+IDL-L,1.2351921e-08,5.465393e-08
+IDL-P,-1.1606149e-12,6.3670935e-12
+IDL-PL,1.4479622e-10,1.6924553e-09
+IDL-TG,4.9705773e-10,6.7908273e-10
+L-LDL-C,7.154128e-09,3.0789717e-08
+L-LDL-CE,9.669217e-09,3.147076e-08
+L-LDL-FC,2.1069957e-09,5.556653e-09
+L-LDL-L,1.0562592e-08,4.1670265e-08
+L-LDL-P,-7.989695e-14,3.4933423e-12
+L-LDL-PL,-7.9421786e-10,1.4707571e-09
+L-LDL-TG,-1.842383e-10,5.923363e-10
+M-LDL-C,1.1065115e-09,2.0830582e-09
+M-LDL-CE,-1.1335246e-09,5.7656218e-09
+M-LDL-FC,-1.8746198e-10,2.487896e-09
+M-LDL-L,7.233237e-09,1.623979e-08
+M-LDL-P,-2.4106596e-12,1.0487418e-11
+M-LDL-PL,7.846732e-10,3.8897734e-09
+M-LDL-TG,1.1567108e-10,1.8011871e-10
+S-LDL-C,4.0137504e-10,1.452697e-09
+S-LDL-CE,-3.0289887e-10,1.5204488e-09
+S-LDL-FC,3.0344435e-10,5.278959e-10
+S-LDL-L,-5.7354904e-10,1.6677837e-09
+S-LDL-P,1.6477114e-13,6.605542e-13
+S-LDL-PL,6.8743816e-11,4.1052067e-10
+XL-HDL-C,5.040875e-10,1.7471566e-09
+XL-HDL-CE,-5.391266e-10,1.0002933e-09
+XL-HDL-FC,1.5632202e-10,8.143194e-10
+XL-HDL-L,3.5367516e-09,1.10919585e-08
+XL-HDL-P,-3.80871e-12,1.4008017e-11
+XL-HDL-PL,-1.0233072e-09,2.8722733e-09
+L-HDL-C,2.7604696e-09,1.2276781e-08
+L-HDL-CE,1.1730916e-09,5.163999e-09
+L-HDL-FC,1.2276473e-10,2.966192e-09
+L-HDL-L,6.9899952e-09,1.6801863e-08
+L-HDL-P,-2.7881933e-12,4.088779e-11
+L-HDL-PL,-2.4254612e-09,6.670099e-09
+L-HDL-TG,2.505673e-10,7.2593836e-10
+M-HDL-C,-3.7176806e-10,3.796294e-09
+M-HDL-CE,2.9614406e-09,9.664819e-09
+M-HDL-FC,-3.2890665e-10,1.6352077e-09
+M-HDL-L,2.1901192e-09,4.182446e-09
+M-HDL-P,-5.9900344e-12,8.222554e-11
+M-HDL-PL,-3.4378673e-09,6.2156844e-09
+M-HDL-TG,4.8319815e-10,1.5618861e-09
+S-HDL-C,1.4277006e-09,5.367827e-09
+S-HDL-CE,5.6694943e-10,4.631351e-09
+S-HDL-FC,-1.5872863e-10,3.0164685e-10
+S-HDL-L,-4.703196e-09,1.3099121e-08
+S-HDL-P,1.0108683e-12,3.6008696e-11
+S-HDL-PL,-2.0151687e-10,5.2698907e-09
+S-HDL-TG,-4.722894e-10,5.9419364e-10
+Cholines,1.6607838e-09,1.1402994e-08
+Phosphatidylc,-5.372594e-09,1.9878721e-08
+Phosphoglyc,-1.7385209e-09,1.7929429e-08
+Sphingomyelins,3.3068601e-09,1.0605588e-08
+HDL-PL,-1.0346833e-09,1.2652193e-08
+LDL-PL,-1.8907185e-09,4.7982565e-09
+Total-PL,-5.4595395e-09,2.1261007e-08
+VLDL-PL,4.166662e-09,8.865056e-09
+HDL-L,6.082873e-09,2.321835e-08
+LDL-L,1.7315363e-08,6.3304185e-08
+Total-L,7.794465e-08,2.911725e-07
+VLDL-L,1.8387693e-08,8.8132076e-08
+HDL-TG,-5.765253e-10,1.666918e-09
+LDL-TG,-4.6261914e-10,1.9418205e-09
+Total-TG,-1.34162566e-08,4.5684555e-08
+VLDL-TG,6.9583885e-09,4.315656e-08

PANEL/omega/input_gradients/Glaucoma_5/prote_metab/metab_Glaucoma_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,-1.4745227e-09,4.4202344e-09
+Gln,-3.2119202e-10,3.712057e-09
+Gly,1.0831603e-09,7.4301414e-09
+His,-1.3753455e-12,1.7958066e-10
+Ile,3.8688383e-10,1.3057233e-09
+Leu,-4.1787224e-10,2.857441e-09
+Total BCAA,3.0122646e-10,2.3565832e-09
+Val,8.4588037e-10,3.4032932e-09
+Phe,-1.1082752e-11,1.8939253e-10
+Tyr,1.4905074e-10,4.1330364e-10
+ApoA1,-6.161122e-09,3.39067e-08
+ApoB,5.1285807e-09,2.6041189e-08
+Clinical LDL-C,6.215414e-08,2.8423824e-07
+HDL-C,3.4252483e-09,1.405218e-08
+LDL-C,2.251303e-08,5.963106e-08
+non-HDL-C,5.564602e-08,2.7407725e-07
+Remnant-C,2.6442676e-08,8.33737e-08
+Total-C,4.635544e-08,1.8319821e-07
+VLDL-C,2.3260012e-09,6.3255414e-09
+HDL-CE,-2.4848978e-09,9.198172e-09
+LDL-CE,5.542494e-10,7.2585813e-09
+Total-CE,3.1627774e-08,1.7134658e-07
+VLDL-CE,1.6850839e-10,3.9816173e-09
+DHA,-4.3854356e-09,1.9908455e-08
+LA,2.7261162e-09,3.5435e-08
+MUFA,3.0457117e-09,4.5303313e-08
+Omega-3,-2.02596e-08,7.7994905e-08
+Omega-6,-5.4058873e-09,2.1496538e-08
+PUFA,-5.6336628e-08,2.1269202e-07
+SFA,-1.577891e-08,6.955726e-08
+Total-FA,-1.9055564e-07,8.6881846e-07
+Unsaturation,-1.2415794e-09,6.2061867e-09
+Albumin,2.7928556e-07,1.1678183e-06
+Creatinine,6.318243e-11,2.908339e-10
+HDL-FC,2.77013e-09,6.223909e-09
+LDL-FC,1.9402138e-09,1.06337374e-08
+Total-FC,2.687383e-09,1.3925664e-08
+VLDL-FC,3.1014835e-09,1.6117532e-08
+Citrate,5.0915494e-10,1.9575699e-09
+Glucose,-2.7426717e-07,1.2812175e-06
+Lactate,1.7697555e-08,5.9404456e-08
+Pyruvate,7.837243e-12,5.164984e-10
+GlycA,-4.5231956e-09,1.9405165e-08
+Acetate,-1.1507118e-10,3.0418829e-10
+Acetoacetate,-4.158389e-10,2.041026e-09
+Acetone,6.690247e-11,4.3512138e-10
+bOHbutyrate,-2.3143051e-10,3.0510923e-09
+HDL-P,-1.8442267e-11,1.4717759e-10
+LDL-P,3.6309413e-12,2.0913556e-11
+Total-P,-2.0064918e-11,1.7013471e-10
+VLDL-P,-4.6009464e-13,2.9272726e-12
+HDL size,4.791379e-09,1.1939545e-08
+LDL size,-9.606423e-09,3.3073615e-08
+VLDL size,-1.30390925e-08,9.4429815e-08
+XXL-VLDL-L,1.0856315e-08,4.4229164e-08
+XXL-VLDL-P,-1.3577543e-14,8.4917845e-14
+XL-VLDL-C,7.6551643e-10,2.9096576e-09
+XL-VLDL-CE,-1.9932272e-10,6.3410216e-10
+XL-VLDL-L,1.6309365e-09,3.1598384e-09
+XL-VLDL-P,3.151191e-14,5.379277e-14
+XL-VLDL-TG,1.2531686e-09,4.048141e-09
+L-VLDL-C,4.1317633e-10,4.5797437e-09
+L-VLDL-CE,1.10119205e-10,6.478165e-10
+L-VLDL-FC,2.4173052e-10,7.2360673e-10
+L-VLDL-L,1.022243e-09,7.2879978e-09
+L-VLDL-P,1.2689532e-13,2.3593548e-13
+L-VLDL-PL,2.3026069e-10,1.3262259e-09
+L-VLDL-TG,-4.1109166e-10,2.287303e-09
+M-VLDL-C,-2.1109924e-10,3.765836e-09
+M-VLDL-CE,1.7282403e-09,5.476778e-09
+M-VLDL-FC,-5.2034658e-11,1.6718966e-09
+M-VLDL-L,5.6681517e-09,1.36548e-08
+M-VLDL-P,2.332877e-13,6.40236e-13
+M-VLDL-PL,1.5307104e-09,6.3139205e-09
+M-VLDL-TG,1.9860201e-10,4.784749e-09
+S-VLDL-C,3.1050082e-10,2.422652e-09
+S-VLDL-CE,-9.995421e-10,4.7742423e-09
+S-VLDL-FC,6.98837e-10,2.5395444e-09
+S-VLDL-L,-3.351978e-10,8.049032e-09
+S-VLDL-P,1.3236227e-13,2.7158004e-13
+S-VLDL-PL,-5.150567e-10,2.9184932e-09
+S-VLDL-TG,-2.175101e-09,7.992689e-09
+XS-VLDL-C,-7.740148e-10,4.5631863e-09
+XS-VLDL-CE,7.506348e-10,2.5190807e-09
+XS-VLDL-FC,-3.4299974e-10,1.5982118e-09
+XS-VLDL-L,-1.5109185e-10,3.0001779e-09
+XS-VLDL-P,5.2044583e-13,1.8490543e-12
+XS-VLDL-PL,-8.4207263e-10,3.3673828e-09
+XS-VLDL-TG,-3.213189e-10,1.5714251e-09
+IDL-C,2.674802e-09,1.0471815e-08
+IDL-CE,3.2066882e-09,1.5038857e-08
+IDL-FC,6.4742833e-10,1.226304e-09
+IDL-L,1.2351921e-08,5.465393e-08
+IDL-P,-1.1606149e-12,6.3670935e-12
+IDL-PL,1.4479622e-10,1.6924553e-09
+IDL-TG,4.9705773e-10,6.7908273e-10
+L-LDL-C,7.154128e-09,3.0789717e-08
+L-LDL-CE,9.669217e-09,3.147076e-08
+L-LDL-FC,2.1069957e-09,5.556653e-09
+L-LDL-L,1.0562592e-08,4.1670265e-08
+L-LDL-P,-7.989695e-14,3.4933423e-12
+L-LDL-PL,-7.9421786e-10,1.4707571e-09
+L-LDL-TG,-1.842383e-10,5.923363e-10
+M-LDL-C,1.1065115e-09,2.0830582e-09
+M-LDL-CE,-1.1335246e-09,5.7656218e-09
+M-LDL-FC,-1.8746198e-10,2.487896e-09
+M-LDL-L,7.233237e-09,1.623979e-08
+M-LDL-P,-2.4106596e-12,1.0487418e-11
+M-LDL-PL,7.846732e-10,3.8897734e-09
+M-LDL-TG,1.1567108e-10,1.8011871e-10
+S-LDL-C,4.0137504e-10,1.452697e-09
+S-LDL-CE,-3.0289887e-10,1.5204488e-09
+S-LDL-FC,3.0344435e-10,5.278959e-10
+S-LDL-L,-5.7354904e-10,1.6677837e-09
+S-LDL-P,1.6477114e-13,6.605542e-13
+S-LDL-PL,6.8743816e-11,4.1052067e-10
+XL-HDL-C,5.040875e-10,1.7471566e-09
+XL-HDL-CE,-5.391266e-10,1.0002933e-09
+XL-HDL-FC,1.5632202e-10,8.143194e-10
+XL-HDL-L,3.5367516e-09,1.10919585e-08
+XL-HDL-P,-3.80871e-12,1.4008017e-11
+XL-HDL-PL,-1.0233072e-09,2.8722733e-09
+L-HDL-C,2.7604696e-09,1.2276781e-08
+L-HDL-CE,1.1730916e-09,5.163999e-09
+L-HDL-FC,1.2276473e-10,2.966192e-09
+L-HDL-L,6.9899952e-09,1.6801863e-08
+L-HDL-P,-2.7881933e-12,4.088779e-11
+L-HDL-PL,-2.4254612e-09,6.670099e-09
+L-HDL-TG,2.505673e-10,7.2593836e-10
+M-HDL-C,-3.7176806e-10,3.796294e-09
+M-HDL-CE,2.9614406e-09,9.664819e-09
+M-HDL-FC,-3.2890665e-10,1.6352077e-09
+M-HDL-L,2.1901192e-09,4.182446e-09
+M-HDL-P,-5.9900344e-12,8.222554e-11
+M-HDL-PL,-3.4378673e-09,6.2156844e-09
+M-HDL-TG,4.8319815e-10,1.5618861e-09
+S-HDL-C,1.4277006e-09,5.367827e-09
+S-HDL-CE,5.6694943e-10,4.631351e-09
+S-HDL-FC,-1.5872863e-10,3.0164685e-10
+S-HDL-L,-4.703196e-09,1.3099121e-08
+S-HDL-P,1.0108683e-12,3.6008696e-11
+S-HDL-PL,-2.0151687e-10,5.2698907e-09
+S-HDL-TG,-4.722894e-10,5.9419364e-10
+Cholines,1.6607838e-09,1.1402994e-08
+Phosphatidylc,-5.372594e-09,1.9878721e-08
+Phosphoglyc,-1.7385209e-09,1.7929429e-08
+Sphingomyelins,3.3068601e-09,1.0605588e-08
+HDL-PL,-1.0346833e-09,1.2652193e-08
+LDL-PL,-1.8907185e-09,4.7982565e-09
+Total-PL,-5.4595395e-09,2.1261007e-08
+VLDL-PL,4.166662e-09,8.865056e-09
+HDL-L,6.082873e-09,2.321835e-08
+LDL-L,1.7315363e-08,6.3304185e-08
+Total-L,7.794465e-08,2.911725e-07
+VLDL-L,1.8387693e-08,8.8132076e-08
+HDL-TG,-5.765253e-10,1.666918e-09
+LDL-TG,-4.6261914e-10,1.9418205e-09
+Total-TG,-1.34162566e-08,4.5684555e-08
+VLDL-TG,6.9583885e-09,4.315656e-08

PANEL/omega/input_gradients/Heart_Failure_4/prote_metab/metab_Heart_Failure_surv_res_mean_std_grads.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,2.0081018e-07,2.2163556e-07
+Gln,-9.845714e-08,1.0295079e-07
+Gly,-6.750434e-08,7.171453e-08
+His,1.275648e-08,1.2475997e-08
+Ile,-2.762052e-08,3.3579507e-08
+Leu,-2.2842869e-08,2.918315e-08
+Total BCAA,-1.7678989e-08,5.290573e-08
+Val,1.5531112e-08,2.8551787e-08
+Phe,-2.3351898e-08,2.6438787e-08
+Tyr,2.0888795e-08,2.2615618e-08
+ApoA1,-2.1703049e-07,2.6744885e-07
+ApoB,1.2840513e-07,1.58163e-07
+Clinical LDL-C,-1.6861036e-06,2.0214259e-06
+HDL-C,7.892669e-07,8.548063e-07
+LDL-C,-2.1275292e-07,3.0352228e-07
+non-HDL-C,-1.562921e-07,3.3765713e-07
+Remnant-C,-5.369609e-07,6.0379966e-07
+Total-C,-5.0405356e-07,7.475691e-07
+VLDL-C,3.476043e-07,3.8814974e-07
+HDL-CE,1.2020794e-07,1.6609086e-07
+LDL-CE,1.0827531e-06,1.2374894e-06
+Total-CE,3.7054957e-07,4.9882186e-07
+VLDL-CE,-4.057984e-08,6.9942594e-08
+DHA,3.242552e-08,4.676914e-08
+LA,1.9231543e-06,2.087951e-06
+MUFA,8.9452186e-07,1.1048005e-06
+Omega-3,2.0916168e-07,2.1129162e-07
+Omega-6,4.2863644e-07,5.451589e-07
+PUFA,-1.1257661e-06,1.2056292e-06
+SFA,6.318835e-07,7.769189e-07
+Total-FA,1.5045005e-06,1.9543838e-06
+Unsaturation,-1.2229897e-07,1.3648138e-07
+Albumin,-3.1814593e-06,3.989862e-06
+Creatinine,2.8628786e-08,3.028049e-08
+HDL-FC,7.213367e-08,8.6572165e-08
+LDL-FC,-1.0131724e-07,1.3841601e-07
+Total-FC,-3.153875e-08,1.0155127e-07
+VLDL-FC,-4.7029936e-08,6.661224e-08
+Citrate,6.0361276e-09,7.655407e-09
+Glucose,2.9769635e-06,2.386225e-06
+Lactate,2.8892015e-07,7.9979253e-07
+Pyruvate,-3.9445106e-10,1.0173738e-08
+GlycA,-1.8870415e-08,4.37386e-08
+Acetate,2.9515283e-08,2.608814e-08
+Acetoacetate,-5.437571e-09,6.258756e-09
+Acetone,-1.5092604e-10,1.8756374e-09
+bOHbutyrate,-4.3667313e-08,4.080974e-08
+HDL-P,5.3769518e-09,6.123669e-09
+LDL-P,6.9359046e-10,7.520092e-10
+Total-P,6.034347e-11,1.0466507e-09
+VLDL-P,-5.9416894e-12,1.7613447e-11
+HDL size,-5.1496266e-07,5.475979e-07
+LDL size,3.5540188e-07,4.0001476e-07
+VLDL size,-1.6067713e-06,1.8509079e-06
+XXL-VLDL-L,-4.162851e-08,1.6096458e-07
+XXL-VLDL-P,2.7403546e-12,3.1906459e-12
+XL-VLDL-C,2.371255e-10,1.0464132e-08
+XL-VLDL-CE,5.9557177e-08,6.5100586e-08
+XL-VLDL-L,-3.034285e-07,3.7912304e-07
+XL-VLDL-P,-4.6226256e-12,5.3580547e-12
+XL-VLDL-TG,-5.992486e-08,7.768703e-08
+L-VLDL-C,-4.331988e-08,5.359274e-08
+L-VLDL-CE,2.652471e-10,8.8366e-09
+L-VLDL-FC,4.682202e-08,5.377834e-08
+L-VLDL-L,-6.545569e-07,7.578041e-07
+L-VLDL-P,-3.957073e-12,4.9955734e-12
+L-VLDL-PL,-3.3045183e-10,1.4803457e-08
+L-VLDL-TG,1.3530823e-07,1.6168104e-07
+M-VLDL-C,-1.6617795e-07,1.7737345e-07
+M-VLDL-CE,3.0347e-08,3.61929e-08
+M-VLDL-FC,-3.6865394e-08,3.973574e-08
+M-VLDL-L,7.127676e-08,1.0251006e-07
+M-VLDL-P,6.1180915e-11,6.457165e-11
+M-VLDL-PL,-3.9190443e-08,4.5175565e-08
+M-VLDL-TG,-1.6361967e-07,1.8950982e-07
+S-VLDL-C,-6.9908104e-08,7.453198e-08
+S-VLDL-CE,9.710824e-08,1.02588025e-07
+S-VLDL-FC,9.164704e-09,1.25130875e-08
+S-VLDL-L,3.2714104e-07,3.4682162e-07
+S-VLDL-P,-8.543582e-12,1.0977996e-11
+S-VLDL-PL,-2.7936062e-08,3.129131e-08
+S-VLDL-TG,1.1920996e-07,1.3666568e-07
+XS-VLDL-C,-9.0456474e-08,1.05697794e-07
+XS-VLDL-CE,-2.5663809e-08,3.2963673e-08
+XS-VLDL-FC,1.9598177e-08,2.2534989e-08
+XS-VLDL-L,-4.1275214e-08,4.8897228e-08
+XS-VLDL-P,1.3487859e-11,1.5257212e-11
+XS-VLDL-PL,-5.724563e-09,1.0854116e-08
+XS-VLDL-TG,6.5005814e-08,7.2852146e-08
+IDL-C,-1.3272864e-07,1.8046845e-07
+IDL-CE,1.8331195e-07,2.2537668e-07
+IDL-FC,3.6101824e-08,4.83692e-08
+IDL-L,4.851417e-07,5.6788457e-07
+IDL-P,-2.0824084e-10,2.4617489e-10
+IDL-PL,-4.77185e-08,6.3667294e-08
+IDL-TG,-5.496762e-08,6.17449e-08
+L-LDL-C,8.0809184e-07,9.46313e-07
+L-LDL-CE,-4.940112e-07,5.7092325e-07
+L-LDL-FC,-1.4597413e-07,1.8436404e-07
+L-LDL-L,-1.12906795e-08,2.350495e-07
+L-LDL-P,4.4668008e-10,4.973704e-10
+L-LDL-PL,1.1337805e-07,1.3868372e-07
+L-LDL-TG,4.059846e-08,4.4363727e-08
+M-LDL-C,2.0826215e-07,2.3236474e-07
+M-LDL-CE,-3.6494706e-07,3.9748875e-07
+M-LDL-FC,-4.2683727e-08,5.3368574e-08
+M-LDL-L,-2.7389024e-07,3.1834946e-07
+M-LDL-P,-3.8258435e-11,4.629046e-11
+M-LDL-PL,-7.9045364e-08,8.869688e-08
+M-LDL-TG,5.861794e-09,7.3925137e-09
+S-LDL-C,-1.2906217e-07,1.4341082e-07
+S-LDL-CE,-8.057364e-08,8.875605e-08
+S-LDL-FC,1.0893825e-08,1.43200864e-08
+S-LDL-L,-4.5522142e-08,5.348467e-08
+S-LDL-P,2.0846038e-11,2.5012731e-11
+S-LDL-PL,8.587174e-09,1.1054827e-08
+XL-HDL-C,-1.832414e-08,2.4258537e-08
+XL-HDL-CE,6.9721935e-08,7.6312176e-08
+XL-HDL-FC,-2.6751437e-09,3.728885e-09
+XL-HDL-L,-4.492124e-09,3.665383e-08
+XL-HDL-P,-3.907504e-11,5.915688e-11
+XL-HDL-PL,8.2677715e-08,8.791728e-08
+L-HDL-C,2.7692397e-07,2.9851543e-07
+L-HDL-CE,2.069208e-07,2.248388e-07
+L-HDL-FC,2.5449907e-08,2.778662e-08
+L-HDL-L,-5.962019e-07,6.4090415e-07
+L-HDL-P,-1.3974455e-12,3.3314226e-10
+L-HDL-PL,2.111349e-07,2.217427e-07
+L-HDL-TG,-5.8638285e-09,8.002708e-09
+M-HDL-C,5.755148e-08,8.1537806e-08
+M-HDL-CE,-1.2428104e-07,1.5225335e-07
+M-HDL-FC,-2.1440933e-09,9.6406705e-09
+M-HDL-L,-2.0022432e-07,2.1979882e-07
+M-HDL-P,1.9466437e-10,4.054156e-10
+M-HDL-PL,4.0178005e-08,5.7715596e-08
+M-HDL-TG,-4.025412e-08,4.628472e-08
+S-HDL-C,-6.865993e-09,2.597859e-08
+S-HDL-CE,-6.81087e-08,8.3543334e-08
+S-HDL-FC,2.2296947e-08,2.596484e-08
+S-HDL-L,5.598717e-08,1.01707805e-07
+S-HDL-P,-4.742484e-10,8.392918e-10
+S-HDL-PL,-1.6614497e-07,1.8289832e-07
+S-HDL-TG,-4.2470716e-09,9.125027e-09
+Cholines,9.0492046e-07,1.0058853e-06
+Phosphatidylc,2.0985402e-07,2.7551334e-07
+Phosphoglyc,-6.493278e-07,7.354954e-07
+Sphingomyelins,5.0595027e-08,6.891006e-08
+HDL-PL,-2.851827e-07,3.0928828e-07
+LDL-PL,2.1702174e-07,2.5687606e-07
+Total-PL,2.635846e-06,2.9234336e-06
+VLDL-PL,1.5029808e-07,1.8983526e-07
+HDL-L,2.6640535e-08,2.6719786e-07
+LDL-L,3.714604e-07,4.7280483e-07
+Total-L,-3.6709291e-06,4.089962e-06
+VLDL-L,-1.0355054e-06,1.1765998e-06
+HDL-TG,9.857985e-09,2.2597058e-08
+LDL-TG,-8.949391e-08,9.736437e-08
+Total-TG,-1.3208235e-06,1.5211162e-06
+VLDL-TG,-2.7084081e-07,3.8133203e-07

PANEL/omega/input_gradients/Heart_Failure_5/prote_metab/Heart_Failure_surv_res.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2e84eadd3899d4fb3918331ffcdb59b25dcebd9c42eb2ef35e08814ddb4c859
+size 52059734

PANEL/omega/input_gradients/Liver_Disease_3/prote_metab/metab_Liver_Disease_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c0d2c9b2e872c10f36df11dfb3fbfd67e0dc754aab8e7a62ab583102aabae0e
+size 15388658

PANEL/omega/input_gradients/Liver_Disease_4/prote_metab/metab_Liver_Disease_surv_res.csv

@@ -0,0 +1,160 @@
+,mean,std
+Ala,-8.450307e-09,2.6979071e-08
+Gln,2.6844956e-08,4.7673613e-08
+Gly,1.7737186e-08,3.3242987e-08
+His,4.1174622e-10,1.447021e-09
+Ile,-8.22165e-09,8.09181e-09
+Leu,-5.856379e-11,1.0725603e-08
+Total BCAA,-1.2659822e-08,1.6320595e-08
+Val,-4.192608e-09,6.5249868e-09
+Phe,2.154215e-09,3.4339065e-09
+Tyr,8.107747e-10,1.1006543e-09
+ApoA1,-3.858569e-08,7.109542e-08
+ApoB,-3.3554826e-08,5.3817704e-08
+Clinical LDL-C,-4.8469786e-08,4.1925472e-07
+HDL-C,-5.3865374e-08,9.702898e-08
+LDL-C,-4.313875e-09,1.3108631e-07
+non-HDL-C,2.4733157e-07,3.9173634e-07
+Remnant-C,7.290125e-08,2.2217321e-07
+Total-C,9.64973e-08,3.424558e-07
+VLDL-C,1.2893656e-08,5.681514e-08
+HDL-CE,1.07674e-08,1.778501e-08
+LDL-CE,-5.6761205e-09,3.6867096e-08
+Total-CE,-4.8026948e-08,5.4301466e-07
+VLDL-CE,-1.0803493e-08,5.0078942e-08
+DHA,-3.6397303e-09,4.4687393e-08
+LA,1.13175176e-07,4.5232514e-07
+MUFA,-3.181965e-09,1.9063457e-07
+Omega-3,2.5322128e-08,6.970687e-08
+Omega-6,-4.917354e-08,2.9480213e-07
+PUFA,2.3566392e-08,1.7375405e-07
+SFA,5.583241e-09,3.0112307e-07
+Total-FA,-3.6667032e-07,1.5816108e-06
+Unsaturation,7.4641715e-09,2.1648377e-08
+Albumin,-5.225334e-07,1.1505595e-06
+Creatinine,-3.8280934e-09,6.561601e-09
+HDL-FC,-3.6212957e-09,2.3139961e-08
+LDL-FC,3.5221321e-09,1.452641e-08
+Total-FC,-8.1949175e-08,1.040604e-07
+VLDL-FC,8.46519e-09,3.0741457e-08
+Citrate,-5.525052e-10,2.0854662e-09
+Glucose,-1.6970631e-07,1.1880717e-06
+Lactate,1.9059155e-07,1.4584286e-06
+Pyruvate,-4.8938364e-09,1.0553206e-08
+GlycA,-1.1844947e-08,8.85538e-08
+Acetate,3.305518e-10,1.9110196e-09
+Acetoacetate,1.7637317e-09,2.4850701e-09
+Acetone,-2.2160104e-10,5.881319e-10
+bOHbutyrate,2.2788125e-09,1.1340299e-08
+HDL-P,1.5584461e-10,2.3181684e-10
+LDL-P,-3.6735823e-11,5.5720588e-11
+Total-P,4.7164034e-10,4.818859e-10
+VLDL-P,4.0989985e-12,5.4652676e-12
+HDL size,1.5252935e-08,8.5867235e-08
+LDL size,4.0726067e-09,9.778663e-08
+VLDL size,9.9494486e-08,2.7451608e-07
+XXL-VLDL-L,-4.4059107e-08,5.1596356e-08
+XXL-VLDL-P,-1.451744e-15,3.7046128e-13
+XL-VLDL-C,4.9183866e-09,5.2655547e-09
+XL-VLDL-CE,2.2319198e-09,3.0013758e-09
+XL-VLDL-L,2.0129931e-08,2.2442558e-08
+XL-VLDL-P,-4.3102498e-13,5.5000454e-13
+XL-VLDL-TG,-2.2259496e-08,4.1750347e-08
+L-VLDL-C,1.2356658e-08,1.6144192e-08
+L-VLDL-CE,-1.6059652e-09,2.2953182e-09
+L-VLDL-FC,-6.3879786e-09,6.568764e-09
+L-VLDL-L,-1.2373812e-08,7.1999324e-08
+L-VLDL-P,5.379731e-13,1.199818e-12
+L-VLDL-PL,3.0666754e-09,3.8647103e-09
+L-VLDL-TG,4.8624695e-09,1.5237013e-08
+M-VLDL-C,-2.7372928e-09,1.2688455e-08
+M-VLDL-CE,4.957777e-09,1.6804272e-08
+M-VLDL-FC,-1.698734e-09,4.2993333e-09
+M-VLDL-L,2.4792082e-09,3.6158696e-08
+M-VLDL-P,1.6814572e-12,6.0958708e-12
+M-VLDL-PL,6.645602e-10,5.7854335e-09
+M-VLDL-TG,8.854108e-09,1.6722069e-08
+S-VLDL-C,-4.1714756e-09,1.2680236e-08
+S-VLDL-CE,2.928194e-10,1.8287579e-09
+S-VLDL-FC,-9.261733e-10,6.116189e-09
+S-VLDL-L,2.6897716e-08,3.7918078e-08
+S-VLDL-P,-1.8082876e-12,5.388946e-12
+S-VLDL-PL,-2.0931175e-09,6.885822e-09
+S-VLDL-TG,8.18369e-09,1.9599632e-08
+XS-VLDL-C,-8.2955476e-10,1.1433276e-08
+XS-VLDL-CE,4.010966e-09,1.077176e-08
+XS-VLDL-FC,7.909445e-10,2.6534932e-09
+XS-VLDL-L,-2.226213e-10,9.59243e-09
+XS-VLDL-P,6.654822e-13,5.0527876e-12
+XS-VLDL-PL,-9.52479e-10,3.800904e-09
+XS-VLDL-TG,2.1626592e-09,5.772726e-09
+IDL-C,-3.3200966e-08,3.84227e-08
+IDL-CE,8.446545e-10,1.5878717e-08
+IDL-FC,-5.6272316e-09,1.1518419e-08
+IDL-L,-8.104541e-10,2.6428053e-08
+IDL-P,5.0250147e-13,6.238841e-12
+IDL-PL,1.2238071e-08,1.5312397e-08
+IDL-TG,-6.8994127e-10,9.156946e-09
+L-LDL-C,6.165871e-08,1.495777e-07
+L-LDL-CE,-4.5006043e-08,5.7483383e-08
+L-LDL-FC,-1.3986704e-08,2.8244356e-08
+L-LDL-L,-7.636061e-11,1.7746518e-07
+L-LDL-P,2.320606e-12,4.16535e-11
+L-LDL-PL,7.298422e-09,4.1101163e-08
+L-LDL-TG,-3.0715395e-09,5.3078013e-09
+M-LDL-C,-2.3092785e-08,2.555368e-08
+M-LDL-CE,2.5869134e-08,3.2588684e-08
+M-LDL-FC,-9.588758e-10,2.4014657e-09
+M-LDL-L,1.1698021e-08,1.5585988e-08
+M-LDL-P,-2.0981313e-12,2.6008936e-11
+M-LDL-PL,-5.9462355e-09,9.704214e-09
+M-LDL-TG,8.2535795e-10,1.037745e-09
+S-LDL-C,-1.2102077e-08,1.5846252e-08
+S-LDL-CE,3.6032335e-09,1.32185605e-08
+S-LDL-FC,3.1530437e-10,1.2823356e-09
+S-LDL-L,4.513946e-09,1.9672544e-08
+S-LDL-P,-8.734558e-12,1.00686464e-11
+S-LDL-PL,2.1768654e-09,2.7046723e-09
+XL-HDL-C,-8.800005e-09,1.1055206e-08
+XL-HDL-CE,-1.8068095e-09,8.893219e-09
+XL-HDL-FC,3.4138464e-10,2.406768e-09
+XL-HDL-L,-1.1911986e-08,1.2470352e-08
+XL-HDL-P,1.0788968e-11,1.3047894e-11
+XL-HDL-PL,1.3472111e-10,5.8706067e-09
+L-HDL-C,2.0011562e-08,7.247066e-08
+L-HDL-CE,1.6157774e-08,2.3921935e-08
+L-HDL-FC,7.937481e-09,8.284504e-09
+L-HDL-L,-2.0158152e-08,4.0161268e-08
+L-HDL-P,-5.3444048e-11,9.078489e-11
+L-HDL-PL,2.0134163e-08,4.1061277e-08
+L-HDL-TG,4.2082613e-09,4.1691837e-09
+M-HDL-C,-3.1019938e-09,3.1505486e-08
+M-HDL-CE,-1.0867685e-08,2.686137e-08
+M-HDL-FC,1.5749096e-09,2.140401e-09
+M-HDL-L,-1.5145838e-08,7.255089e-08
+M-HDL-P,-7.733501e-11,2.6088082e-10
+M-HDL-PL,3.5796144e-10,6.476639e-09
+M-HDL-TG,-5.711818e-10,4.537677e-09
+S-HDL-C,2.0833829e-08,3.952098e-08
+S-HDL-CE,1.0412426e-08,1.1166151e-08
+S-HDL-FC,-1.5272289e-10,1.2912406e-09
+S-HDL-L,-1.5991182e-09,3.2005747e-08
+S-HDL-P,-2.5524144e-10,3.5738013e-10
+S-HDL-PL,8.574888e-09,1.0494415e-08
+S-HDL-TG,4.479622e-10,1.8475859e-09
+Cholines,3.8710194e-08,7.788605e-08
+Phosphatidylc,-5.6082516e-08,9.3001375e-08
+Phosphoglyc,5.8250713e-08,8.17306e-08
+Sphingomyelins,-3.6537595e-09,8.880723e-09
+HDL-PL,3.2874754e-09,4.584172e-08
+LDL-PL,-1.0030164e-08,1.3827317e-08
+Total-PL,-2.4634884e-08,7.970263e-08
+VLDL-PL,-1.3225979e-08,6.289602e-08
+HDL-L,2.6115652e-07,2.7205914e-07
+LDL-L,-8.083989e-08,1.1813074e-07
+Total-L,2.9061525e-07,6.1071177e-07
+VLDL-L,-9.1816844e-08,1.0634142e-07
+HDL-TG,-2.3867444e-09,4.0500563e-09
+LDL-TG,-5.0564886e-09,8.158567e-09
+Total-TG,-2.5939773e-10,5.2546067e-08
+VLDL-TG,3.6856395e-08,1.1734792e-07

PANEL/omega/input_gradients/Liver_Disease_4/prote_metab/metab_Liver_Disease_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97ab43261ae683ce09988310c73a0c4485d90c43f3adf25bb25cb0bcc5647b3f
+size 15416678

PANEL/omega/input_gradients/MACE_2/prote_metab/metab_MACE_surv_res_individual_grads.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:608ceb0b5d1b2d68520ba12c8a7d99032f917c2d03e4b3e5b1f15982c7f44304
+size 14875392