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OnClass.data-00000-of-00001

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OnClass.npz

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accuracies.json

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 {
-    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney collecting duct epithelial cell | 32 | 0.95 | 0.76 | 0.95 | 0.49 | 0.00 | 0.70 | 0.98 | 0.98 | 1.00 |\n| epithelial cell of proximal tubule | 37 | 0.93 | 0.95 | 0.87 | 0.35 | 0.00 | 0.10 | 0.96 | 0.97 | 1.00 |\n| kidney collecting duct principal cell | 8 | 0.63 | 0.46 | 0.71 | 0.36 | 0.00 | 0.33 | 1.00 | 0.89 | 0.94 |\n| macrophage | 13 | 0.92 | 0.89 | 0.96 | 0.48 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\n| kidney loop of Henle ascending limb epithelial cell | 12 | 0.70 | 0.74 | 0.85 | 0.61 | 0.00 | 0.74 | 1.00 | 1.00 | 0.96 |\n| mesangial cell | 12 | 0.54 | 0.88 | 0.77 | 0.50 | 0.00 | 0.43 | 0.59 | 0.54 | 0.60 |\n| B cell | 2 | 0.67 | 0.67 | 0.80 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 |\n| T cell | 9 | 0.95 | 1.00 | 0.95 | 0.43 | 0.00 | 0.51 | 1.00 | 1.00 | 1.00 |\n| kidney interstitial fibroblast | 3 | 0.80 | 0.80 | 0.80 | 0.00 | 0.00 | 0.20 | 0.50 | 0.80 | 0.80 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney collecting duct epithelial cell | 400 | 0.95 | 0.76 | 0.94 | 0.86 | 0.00 | 0.70 | 1.00 | 1.00 | 0.99 |\n| epithelial cell of proximal tubule | 351 | 0.94 | 0.93 | 0.79 | 0.81 | 0.00 | 0.02 | 0.97 | 1.00 | 0.99 |\n| kidney collecting duct principal cell | 145 | 0.87 | 0.74 | 0.84 | 0.69 | 0.00 | 0.41 | 1.00 | 0.99 | 0.98 |\n| macrophage | 137 | 0.96 | 0.99 | 0.98 | 0.61 | 0.00 | 0.94 | 1.00 | 1.00 | 1.00 |\n| kidney loop of Henle ascending limb epithelial cell | 131 | 0.84 | 0.78 | 0.87 | 0.69 | 0.00 | 0.57 | 1.00 | 1.00 | 0.97 |\n| mesangial cell | 79 | 0.36 | 0.86 | 0.62 | 0.54 | 0.00 | 0.26 | 0.42 | 0.40 | 0.40 |\n| B cell | 78 | 0.92 | 0.96 | 0.91 | 0.56 | 0.00 | 0.31 | 1.00 | 0.97 | 0.99 |\n| T cell | 70 | 0.98 | 0.78 | 0.80 | 0.35 | 0.00 | 0.33 | 1.00 | 1.00 | 0.94 |\n| kidney interstitial fibroblast | 13 | 1.00 | 1.00 | 0.70 | 0.80 | 0.00 | 0.31 | 1.00 | 1.00 | 1.00 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney collecting duct epithelial cell | 25 | 0.96 | 0.69 | 0.89 | 0.56 | 0.00 | 0.58 | 0.96 | 0.98 | 0.98 |\n| epithelial cell of proximal tubule | 40 | 0.95 | 0.96 | 0.83 | 0.48 | 0.00 | 0.13 | 0.98 | 0.99 | 1.00 |\n| kidney collecting duct principal cell | 8 | 0.71 | 0.63 | 0.71 | 0.67 | 0.00 | 0.20 | 1.00 | 0.94 | 1.00 |\n| macrophage | 13 | 0.92 | 0.92 | 0.92 | 0.75 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\n| kidney loop of Henle ascending limb epithelial cell | 12 | 0.78 | 0.73 | 0.85 | 0.56 | 0.00 | 0.71 | 1.00 | 1.00 | 1.00 |\n| mesangial cell | 11 | 0.49 | 0.83 | 0.80 | 0.48 | 0.00 | 0.44 | 0.45 | 0.45 | 0.49 |\n| B cell | 2 | 0.67 | 0.67 | 0.50 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |\n| T cell | 9 | 0.95 | 1.00 | 0.72 | 0.40 | 0.00 | 0.47 | 1.00 | 1.00 | 0.95 |\n| kidney interstitial fibroblast | 4 | 0.86 | 0.86 | 0.86 | 0.29 | 0.00 | 0.33 | 0.67 | 0.86 | 0.86 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney collecting duct epithelial cell | 408 | 0.95 | 0.77 | 0.94 | 0.82 | 0.00 | 0.69 | 1.00 | 1.00 | 0.99 |\n| epithelial cell of proximal tubule | 350 | 0.94 | 0.94 | 0.83 | 0.77 | 0.00 | 0.08 | 0.97 | 0.99 | 0.98 |\n| kidney collecting duct principal cell | 146 | 0.86 | 0.75 | 0.85 | 0.73 | 0.00 | 0.13 | 1.00 | 0.98 | 0.95 |\n| macrophage | 138 | 0.96 | 0.98 | 0.99 | 0.79 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| kidney loop of Henle ascending limb epithelial cell | 129 | 0.88 | 0.76 | 0.87 | 0.74 | 0.00 | 0.66 | 1.00 | 1.00 | 0.94 |\n| mesangial cell | 79 | 0.36 | 0.88 | 0.78 | 0.53 | 0.00 | 0.65 | 0.42 | 0.42 | 0.42 |\n| B cell | 79 | 0.94 | 0.97 | 0.95 | 0.60 | 0.00 | 0.41 | 1.00 | 0.96 | 1.00 |\n| T cell | 70 | 1.00 | 0.86 | 0.53 | 0.32 | 0.00 | 0.33 | 1.00 | 1.00 | 0.80 |\n| kidney interstitial fibroblast | 12 | 1.00 | 1.00 | 0.74 | 0.71 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |"
 }

celltypist.pkl

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harmony_knn_classifier.joblib

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popv_output/predictions.csv

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 index,popv_celltypist_prediction,popv_knn_bbknn_prediction,popv_knn_harmony_prediction,popv_knn_on_scvi_prediction,popv_onclass_prediction,popv_scanvi_prediction,popv_svm_prediction,popv_xgboost_prediction,popv_prediction,popv_prediction_score,popv_majority_vote_prediction,popv_majority_vote_score,popv_parent
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 A18_B002350_B009947_S18.mm10-plus-4-0,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+A1_B002350_B009947_S1.mm10-plus-4-0,mesangial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,4,mesangial cell,4,eukaryotic cell
 A5_B002352_B009948_S5.mm10-plus-4-0,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
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+B11_B002697_B009938_S35.mm10-plus-4-0,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,mesangial cell,kidney loop of Henle thick ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,4,kidney loop of Henle ascending limb epithelial cell,4,epithelial cell of nephron
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+C2_B002697_B009938_S50.mm10-plus-4-0,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,5,epithelial cell of proximal tubule,5,epithelial cell of nephron
 C4_B002352_B009948_S52.mm10-plus-4-0,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney papillary duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney collecting duct principal cell,6,kidney collecting duct principal cell,6,kidney collecting duct principal cell
 C8_B002697_B009938_S56.mm10-plus-4-0,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
-E1_B002697_B009938_S97.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
-E8_B002350_B009947_S104.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
-F10_B002352_B009948_S130.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
-G19_B002352_B009948_S163.mm10-plus-4-0,macrophage,macrophage,macrophage,T cell,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,7,macrophage,7,macrophage
+D13_B002697_B009938_S85.mm10-plus-4-0,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
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 G21_B002352_B009948_S165.mm10-plus-4-0,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
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 H17_B002352_B009948_S185.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
-H4_B002350_B009947_S172.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
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 K12_B002352_B009948_S252.mm10-plus-4-0,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
 K13_B002697_B009938_S253.mm10-plus-4-0,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
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 K19_B002352_B009948_S259.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
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 M1_B002352_B009948_S289.mm10-plus-4-0,mesangial cell,mesangial cell,mesangial cell,mesangial cell,extraglomerular mesangial cell,mesangial cell,mesangial cell,mesangial cell,mesangial cell,8,mesangial cell,8,mesangial cell
-M22_B002350_B009947_S310.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
-M2_B002697_B009938_S290.mm10-plus-4-0,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney papillary duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney collecting duct principal cell,5,kidney collecting duct principal cell,5,epithelial cell of nephron
-M3_B002352_B009948_S291.mm10-plus-4-0,mesangial cell,mesangial cell,mesangial cell,kidney loop of Henle ascending limb epithelial cell,extraglomerular mesangial cell,kidney collecting duct principal cell,mesangial cell,mesangial cell,mesangial cell,6,mesangial cell,5,mesangial cell
-N14_B002697_B009938_S326.mm10-plus-4-0,mesangial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,4,mesangial cell,4,eukaryotic cell
-N16_B002697_B009938_S328.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
-N1_B002350_B009947_S313.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
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 N20_B002352_B009948_S332.mm10-plus-4-0,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney papillary duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney collecting duct principal cell,5,kidney collecting duct principal cell,5,epithelial cell of nephron
-N4_B002352_B009948_S316.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
-N4_B002697_B009938_S316.mm10-plus-4-0,mesangial cell,mesangial cell,mesangial cell,mesangial cell,extraglomerular mesangial cell,mesangial cell,mesangial cell,kidney collecting duct principal cell,mesangial cell,7,mesangial cell,7,mesangial cell
+N4_B002352_B009948_S316.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
+N4_B002697_B009938_S316.mm10-plus-4-0,mesangial cell,mesangial cell,mesangial cell,epithelial cell of proximal tubule,extraglomerular mesangial cell,mesangial cell,mesangial cell,kidney collecting duct principal cell,mesangial cell,6,mesangial cell,6,mesangial cell
 N8_B002352_B009948_S320.mm10-plus-4-0,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
-O15_B002352_B009948_S351.mm10-plus-4-0,mesangial cell,mesangial cell,mesangial cell,kidney collecting duct epithelial cell,extraglomerular mesangial cell,mesangial cell,kidney collecting duct epithelial cell,mesangial cell,mesangial cell,6,mesangial cell,5,mesangial cell
+O15_B002352_B009948_S351.mm10-plus-4-0,mesangial cell,mesangial cell,mesangial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,mesangial cell,mesangial cell,4,mesangial cell,4,eukaryotic cell
 O19_B002352_B009948_S355.mm10-plus-4-0,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
-O6_B002352_B009948_S342.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
-O7_B002697_B009938_S343.mm10-plus-4-0,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+O4_B002697_B009938_S340.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
 O9_B002350_B009947_S345.mm10-plus-4-0,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
 P16_B002352_B009948_S376.mm10-plus-4-0,mesangial cell,mesangial cell,mesangial cell,kidney collecting duct principal cell,extraglomerular mesangial cell,kidney loop of Henle ascending limb epithelial cell,mesangial cell,mesangial cell,mesangial cell,6,mesangial cell,6,mesangial cell
-A3_B001261_S279_L003.mus-2-0-1,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,5,kidney collecting duct epithelial cell,5,epithelial cell of nephron
+P21_B002352_B009948_S381.mm10-plus-4-0,kidney collecting duct epithelial cell,mesangial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,6,kidney collecting duct epithelial cell,6,kidney collecting duct epithelial cell
 A6_B001261_S282_L003.mus-2-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
-C11_B001261_S35_L003.mus-2-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
+C11_B001261_S35_L003.mus-2-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
 C13_B001261_S37_L003.mus-2-0-1,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
-C16_B001261_S40_L003.mus-2-0-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
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 E12_B001261_S84_L003.mus-2-0-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
 F22_B001261_S118_L003.mus-2-0-1,mesangial cell,kidney collecting duct epithelial cell,T cell,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,4,mesangial cell,4,eukaryotic cell
-G10_B001261_S130_L003.mus-2-0-1,macrophage,macrophage,macrophage,T cell,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,7,macrophage,7,macrophage
-G11_B001261_S131_L003.mus-2-0-1,macrophage,macrophage,macrophage,T cell,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,7,macrophage,7,macrophage
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+G11_B001261_S131_L003.mus-2-0-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
 G1_B001261_S121_L003.mus-2-0-1,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
-I6_B001261_S174_L003.mus-2-0-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
-J19_B001261_S211_L003.mus-2-0-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
-J1_B001261_S193_L003.mus-2-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
-J2_B001261_S194_L003.mus-2-0-1,mesangial cell,kidney collecting duct epithelial cell,mesangial cell,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,5,mesangial cell,5,eukaryotic cell
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 K15_B001261_S231_L003.mus-2-0-1,mesangial cell,kidney collecting duct epithelial cell,mesangial cell,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,5,mesangial cell,5,eukaryotic cell
-K21_B001261_S237_L003.mus-2-0-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
-K2_B001261_S218_L003.mus-2-0-1,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle thick ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,8,kidney loop of Henle ascending limb epithelial cell,8,kidney loop of Henle ascending limb epithelial cell
-K5_B001261_S221_L003.mus-2-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
-M5_B001261_S269_L003.mus-2-0-1,macrophage,macrophage,macrophage,T cell,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,7,macrophage,7,macrophage
+K2_B001261_S218_L003.mus-2-0-1,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle thick ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,7,kidney loop of Henle ascending limb epithelial cell,7,kidney loop of Henle ascending limb epithelial cell
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+L10_B001261_S250_L003.mus-2-0-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
+M15_B001261_S279_L003.mus-2-0-1,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
+M5_B001261_S269_L003.mus-2-0-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
 M8_B001261_S272_L003.mus-2-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
-O14_B001261_S26_L003.mus-2-0-1,mesangial cell,mesangial cell,mesangial cell,T cell,extraglomerular mesangial cell,kidney interstitial fibroblast,mesangial cell,mesangial cell,mesangial cell,6,mesangial cell,6,mesangial cell
+N22_B001261_S10_L003.mus-2-0-1,T cell,T cell,T cell,macrophage,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
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 O19_B001261_S31_L003.mus-2-0-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
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 A13_B001259_S241_L004.mus-4-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
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 E9_B001259_S33_L004.mus-4-0-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
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 B12_B000844_S288_L001.mus-5-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
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 D8_B000844_S32_L001.mus-5-0-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
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 O17_B000844_S5_L001.mus-5-0-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
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 C9_B000846_S57_L003.mus-6-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
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-F6_B000846_S126_L003.mus-6-0-1,macrophage,macrophage,mesangial cell,mesangial cell,extraglomerular mesangial cell,kidney interstitial fibroblast,mesangial cell,kidney collecting duct principal cell,mesangial cell,4,mesangial cell,4,eukaryotic cell
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-C13.MAA000801.3_11_M.1.1-1-1,mesangial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,T cell,extraglomerular mesangial cell,T cell,epithelial cell of proximal tubule,mesangial cell,mesangial cell,3,mesangial cell,3,eukaryotic cell
-C21.MAA000801.3_11_M.1.1-1-1,mesangial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,T cell,extraglomerular mesangial cell,B cell,mesangial cell,mesangial cell,mesangial cell,4,mesangial cell,4,eukaryotic cell
-E15.MAA000801.3_11_M.1.1-1-1,mesangial cell,mesangial cell,mesangial cell,mesangial cell,extraglomerular mesangial cell,kidney collecting duct principal cell,mesangial cell,mesangial cell,mesangial cell,7,mesangial cell,7,mesangial cell
-F20.MAA000801.3_11_M.1.1-1-1,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,mesangial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,5,epithelial cell of proximal tubule,5,epithelial cell of nephron
-F3.MAA000801.3_11_M.1.1-1-1,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,5,epithelial cell of proximal tubule,5,epithelial cell of nephron
-G9.MAA000801.3_11_M.1.1-1-1,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle thick ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,7,kidney loop of Henle ascending limb epithelial cell,7,kidney loop of Henle ascending limb epithelial cell
+L19_B000846_S283_L003.mus-6-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,mesangial cell,kidney proximal straight tubule epithelial cell,mesangial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
+M19_B000846_S307_L003.mus-6-0-1,mesangial cell,kidney collecting duct epithelial cell,T cell,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,4,T cell,3,eukaryotic cell
+O7_B000846_S343_L003.mus-6-0-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,mesangial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
+P22_B000846_S382_L003.mus-6-0-1,mesangial cell,mesangial cell,T cell,macrophage,extraglomerular mesangial cell,macrophage,mesangial cell,mesangial cell,mesangial cell,5,mesangial cell,5,eukaryotic cell
+B1.MAA000801.3_11_M.1.1-1-1,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,epithelial cell of proximal tubule,kidney loop of Henle epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,5,kidney loop of Henle ascending limb epithelial cell,6,kidney loop of Henle epithelial cell
+C13.MAA000801.3_11_M.1.1-1-1,mesangial cell,kidney collecting duct epithelial cell,T cell,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,4,mesangial cell,4,eukaryotic cell
+C21.MAA000801.3_11_M.1.1-1-1,mesangial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,4,mesangial cell,3,eukaryotic cell
+F20.MAA000801.3_11_M.1.1-1-1,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,5,epithelial cell of proximal tubule,5,epithelial cell of nephron
+F3.MAA000801.3_11_M.1.1-1-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule,7,epithelial cell of proximal tubule
+G22.MAA000801.3_11_M.1.1-1-1,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle thick ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,7,kidney loop of Henle ascending limb epithelial cell,7,kidney loop of Henle ascending limb epithelial cell
+G9.MAA000801.3_11_M.1.1-1-1,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle thick ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,7,kidney loop of Henle ascending limb epithelial cell,7,kidney loop of Henle ascending limb epithelial cell
 H19.MAA000801.3_11_M.1.1-1-1,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,kidney collecting duct epithelial cell,kidney proximal straight tubule epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,epithelial cell of proximal tubule,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule,6,epithelial cell of proximal tubule
-H6.MAA000801.3_11_M.1.1-1-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
+H6.MAA000801.3_11_M.1.1-1-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
+J13.MAA000801.3_11_M.1.1-1-1,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
+L1.MAA000801.3_11_M.1.1-1-1,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney papillary duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney collecting duct principal cell,5,kidney collecting duct principal cell,5,epithelial cell of nephron
 L21.MAA000801.3_11_M.1.1-1-1,T cell,T cell,T cell,T cell,mature T cell,T cell,T cell,T cell,T cell,8,T cell,8,T cell
-M19.MAA000801.3_11_M.1.1-1-1,macrophage,macrophage,macrophage,T cell,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,7,macrophage,7,macrophage
-M22.MAA000801.3_11_M.1.1-1-1,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle thick ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,6,kidney loop of Henle ascending limb epithelial cell,6,kidney loop of Henle ascending limb epithelial cell
-M6.MAA000801.3_11_M.1.1-1-1,mesangial cell,kidney collecting duct epithelial cell,mesangial cell,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,5,mesangial cell,5,eukaryotic cell
-N1.MAA000801.3_11_M.1.1-1-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
-N2.MAA000801.3_11_M.1.1-1-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell,8,kidney collecting duct epithelial cell
-N6.MAA000801.3_11_M.1.1-1-1,mesangial cell,mesangial cell,mesangial cell,kidney interstitial fibroblast,extraglomerular mesangial cell,kidney interstitial fibroblast,mesangial cell,mesangial cell,mesangial cell,6,mesangial cell,6,mesangial cell
-P1.MAA000801.3_11_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
-P16.MAA000801.3_11_M.1.1-1-1,mesangial cell,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney papillary duct principal cell,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney collecting duct principal cell,6,kidney collecting duct principal cell,6,kidney collecting duct principal cell
+M19.MAA000801.3_11_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage
+M22.MAA000801.3_11_M.1.1-1-1,kidney collecting duct principal cell,kidney collecting duct principal cell,kidney loop of Henle ascending limb epithelial cell,kidney collecting duct principal cell,kidney loop of Henle thick ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,kidney loop of Henle ascending limb epithelial cell,5,kidney loop of Henle ascending limb epithelial cell,5,epithelial cell of nephron
+M6.MAA000801.3_11_M.1.1-1-1,mesangial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,T cell,extraglomerular mesangial cell,T cell,mesangial cell,mesangial cell,mesangial cell,4,mesangial cell,4,eukaryotic cell
+N1.MAA000801.3_11_M.1.1-1-1,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,epithelial cell of proximal tubule,kidney medulla collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell,7,kidney collecting duct epithelial cell
+N6.MAA000801.3_11_M.1.1-1-1,mesangial cell,mesangial cell,mesangial cell,mesangial cell,extraglomerular mesangial cell,mesangial cell,mesangial cell,mesangial cell,mesangial cell,8,mesangial cell,8,mesangial cell
+P4.MAA000801.3_11_M.1.1-1-1,macrophage,macrophage,macrophage,macrophage,tissue-resident macrophage,macrophage,macrophage,macrophage,macrophage,8,macrophage,8,macrophage

preprocessing.json

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@@ -56,7 +58,6 @@
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@@ -105,6 +106,7 @@
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@@ -125,7 +127,6 @@
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@@ -163,6 +164,7 @@
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@@ -186,7 +188,6 @@
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@@ -466,6 +469,7 @@
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@@ -543,11 +547,11 @@
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@@ -612,7 +617,6 @@
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@@ -646,7 +651,6 @@
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@@ -668,7 +672,6 @@
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@@ -681,6 +684,7 @@
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@@ -749,7 +754,6 @@
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@@ -769,7 +774,6 @@
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@@ -1037,9 +1042,9 @@
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@@ -1165,6 +1170,7 @@
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@@ -1199,7 +1205,6 @@
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@@ -1264,12 +1269,10 @@
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