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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+OnClass.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

OnClass.data-00000-of-00001

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+size 27239224

OnClass.npz

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+size 144124260

accuracies.json

@@ -0,0 +1,4 @@
+{
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 109 | 0.99 | 0.98 | 0.98 | 0.97 | 0.00 | 0.98 | 0.97 | 0.97 | 0.98 |\n| endothelial cell of hepatic sinusoid | 53 | 0.97 | 1.00 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.96 | 0.99 |\n| Kupffer cell | 32 | 0.98 | 0.95 | 0.97 | 0.84 | 0.00 | 0.94 | 0.95 | 1.00 | 0.97 |\n| B cell | 22 | 0.98 | 0.98 | 1.00 | 0.77 | 0.00 | 0.85 | 0.98 | 0.98 | 0.98 |\n| myeloid leukocyte | 21 | 0.93 | 0.89 | 1.00 | 0.68 | 0.00 | 0.67 | 0.98 | 0.98 | 0.98 |\n| mature NK T cell | 18 | 0.65 | 0.76 | 0.71 | 0.56 | 0.00 | 0.00 | 0.89 | 0.89 | 0.87 |\n| CD8-positive, alpha-beta T cell | 5 | 0.46 | 0.33 | 0.56 | 0.18 | 0.00 | 0.33 | 0.91 | 0.83 | 0.91 |\n| T cell | 6 | 0.60 | 0.60 | 0.60 | 0.00 | 0.00 | 0.24 | 0.67 | 0.91 | 0.83 |\n| natural killer cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 |\n| CD4-positive, alpha-beta T cell | 4 | 0.29 | 0.40 | 0.22 | 0.00 | 0.00 | 0.25 | 0.89 | 1.00 | 0.67 |\n| neutrophil | 5 | 1.00 | 1.00 | 1.00 | 0.33 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 1043 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of hepatic sinusoid | 564 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| Kupffer cell | 230 | 0.96 | 0.93 | 0.96 | 0.94 | 0.00 | 0.88 | 0.99 | 0.99 | 0.97 |\n| B cell | 188 | 1.00 | 0.98 | 0.99 | 0.88 | 0.00 | 0.93 | 1.00 | 1.00 | 1.00 |\n| myeloid leukocyte | 188 | 0.94 | 0.89 | 0.95 | 0.83 | 0.00 | 0.67 | 0.99 | 1.00 | 0.98 |\n| mature NK T cell | 158 | 0.77 | 0.71 | 0.82 | 0.70 | 0.00 | 0.18 | 1.00 | 1.00 | 0.97 |\n| CD8-positive, alpha-beta T cell | 59 | 0.81 | 0.33 | 0.73 | 0.59 | 0.00 | 0.20 | 1.00 | 1.00 | 0.99 |\n| T cell | 39 | 0.71 | 0.60 | 0.89 | 0.28 | 0.00 | 0.24 | 1.00 | 1.00 | 0.97 |\n| natural killer cell | 41 | 0.67 | 0.61 | 0.78 | 0.27 | 0.00 | 0.00 | 1.00 | 1.00 | 0.96 |\n| CD4-positive, alpha-beta T cell | 38 | 0.65 | 0.39 | 0.80 | 0.37 | 0.00 | 0.22 | 1.00 | 1.00 | 0.93 |\n| neutrophil | 25 | 0.91 | 0.93 | 0.94 | 0.42 | 0.00 | 0.49 | 1.00 | 1.00 | 0.96 |"
+}

celltypist.pkl

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checkpoint

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+all_model_checkpoint_paths: "OnClass"

harmony_knn_classifier.joblib

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obo_dag.joblib

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popv_output/predictions.csv

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+J12_B001247_B009941_S228.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+J13_B000767_B009945_S229.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+J16_B001247_B009941_S232.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+J22_B001247_B009941_S238.mm10-plus-4-0,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,"CD4-positive, alpha-beta T cell",T cell,T cell,T cell,3,mature NK T cell,3,mature alpha-beta T cell
+J8_B001247_B009941_S224.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+K11_D045313_B009942_S251.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+K17_B002688_B009944_S257.mm10-plus-4-0,neutrophil,neutrophil,neutrophil,myeloid leukocyte,mature neutrophil,myeloid leukocyte,neutrophil,neutrophil,neutrophil,6,neutrophil,6,neutrophil
+K17_D045313_B009942_S257.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+K20_B002688_B009944_S260.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+K2_B000767_B009945_S242.mm10-plus-4-0,neutrophil,neutrophil,neutrophil,neutrophil,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,8,neutrophil,8,neutrophil
+L13_B000767_B009945_S277.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,7,hepatocyte,7,hepatocyte
+L14_D045313_B009942_S278.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,7,hepatocyte,7,hepatocyte
+L15_D045313_B009942_S279.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+L16_D045313_B009942_S280.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+L1_B000767_B009945_S265.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+L20_D045313_B009942_S284.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+L3_B002681_B009943_S267.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+L3_D045313_B009942_S267.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+L6_B000767_B009945_S270.mm10-plus-4-0,T cell,T cell,T cell,mature NK T cell,mature alpha-beta T cell,T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",T cell,5,T cell,4,T cell
+M11_D045313_B009942_S299.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+M12_B000767_B009945_S300.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+M17_B000767_B009945_S305.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+M20_D045313_B009942_S308.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+M22_D045313_B009942_S310.mm10-plus-4-0,"CD8-positive, alpha-beta T cell",hepatocyte,mature NK T cell,B cell,mature alpha-beta T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,3,mature NK T cell,4,T cell
+M3_B001247_B009941_S291.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+M5_B001247_B009941_S293.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+M7_B002681_B009943_S295.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+N14_B000767_B009945_S326.mm10-plus-4-0,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+N15_B001247_B009941_S327.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+N17_B001247_B009941_S329.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+N21_D045313_B009942_S333.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+N3_B000767_B009945_S315.mm10-plus-4-0,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,hepatocyte,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,7,endothelial cell of hepatic sinusoid,7,endothelial cell of sinusoid
+N9_B000767_B009945_S321.mm10-plus-4-0,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+O11_B000767_B009945_S347.mm10-plus-4-0,B cell,B cell,B cell,myeloid leukocyte,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
+O3_B002681_B009943_S339.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+P10_D045313_B009942_S370.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+P11_B000767_B009945_S371.mm10-plus-4-0,neutrophil,neutrophil,neutrophil,Kupffer cell,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,7,neutrophil,7,neutrophil
+P17_B001247_B009941_S377.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+P1_B000767_B009945_S361.mm10-plus-4-0,"CD8-positive, alpha-beta T cell",mature NK T cell,mature NK T cell,B cell,mature alpha-beta T cell,B cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",3,"CD8-positive, alpha-beta T cell",3,mature alpha-beta T cell
+P20_B002681_B009943_S380.mm10-plus-4-0,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+P4_B002681_B009943_S364.mm10-plus-4-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+P6_B001247_B009941_S366.mm10-plus-4-0,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+A15_B008781_S291_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+A15_B008782_S207_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+A19_B008782_S211_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+B18_B008659_S102_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C12_B008782_S252_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+C13_B008781_S37_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C18_B008782_S258_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C20_B008781_S44_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D15_B008781_S63_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+F24_B008782_S36_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+F5_B008659_S185_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+H19_B008782_S79_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,myeloid leukocyte,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+H24_B008782_S84_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+H7_B008781_S151_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+I1_B008782_S85_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+I24_B008659_S276_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+I3_B008781_S171_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+I3_B008782_S87_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+J18_B008781_S210_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+J2_B008781_S194_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+J4_B008781_S196_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+K18_B008659_S18_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+L12_B008782_S168_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+L18_B008782_S174_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+L1_B008659_S25_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+M16_B008781_S280_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+N23_B008781_S11_L004.mus-1-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+P16_B008782_S268_L004.mus-1-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+A17_B003902_S137_L002.mus-2-0-1,"CD4-positive, alpha-beta T cell",mature NK T cell,"CD4-positive, alpha-beta T cell",mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,5,mature NK T cell,5,mature alpha-beta T cell
+A1_B001386_S241_L003.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+A4_B003902_S124_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,4,mature NK T cell,4,mature alpha-beta T cell
+B20_B001243_S248_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+B21_B003902_S165_L002.mus-2-0-1,endothelial cell of hepatic sinusoid,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,endothelial cell of hepatic sinusoid,hepatocyte,6,hepatocyte,6,hepatocyte
+C10_B001243_S262_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+C19_B001243_S271_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C5_B003902_S173_L002.mus-2-0-1,myeloid leukocyte,Kupffer cell,Kupffer cell,myeloid leukocyte,tissue-resident macrophage,neutrophil,myeloid leukocyte,Kupffer cell,myeloid leukocyte,4,myeloid leukocyte,4,myeloid leukocyte
+D10_B001243_S286_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+D17_B001386_S29_L003.mus-2-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+D19_B001386_S31_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D22_B001386_S34_L003.mus-2-0-1,T cell,T cell,T cell,mature NK T cell,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
+E11_B001386_S47_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+E15_B003902_S231_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+E16_B001386_S52_L003.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,neutrophil,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+E7_B001243_S7_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+F12_B001386_S72_L003.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+F14_B001386_S74_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+F14_B003902_S254_L002.mus-2-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+F1_B003902_S241_L002.mus-2-0-1,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,4,Kupffer cell,5,eukaryotic cell
+F21_B003902_S261_L002.mus-2-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+F2_B003902_S242_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,4,mature NK T cell,5,mature alpha-beta T cell
+H5_B003902_S293_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+H8_B001386_S116_L003.mus-2-0-1,mature NK T cell,mature NK T cell,"CD4-positive, alpha-beta T cell",natural killer cell,mature alpha-beta T cell,T cell,T cell,T cell,T cell,4,T cell,3,T cell
+I11_B003902_S23_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+I14_B003902_S26_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+I22_B001243_S118_L002.mus-2-0-1,"CD4-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature alpha-beta T cell,T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",3,"CD4-positive, alpha-beta T cell",4,mature alpha-beta T cell
+I5_B003902_S17_L002.mus-2-0-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell",B cell,mature alpha-beta T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",4,"CD8-positive, alpha-beta T cell",5,mature alpha-beta T cell
+J20_B003902_S56_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,Kupffer cell,hepatocyte,hepatocyte,7,hepatocyte,7,hepatocyte
+J6_B003902_S42_L002.mus-2-0-1,mature NK T cell,mature NK T cell,"CD8-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",mature alpha-beta T cell,T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",3,"CD8-positive, alpha-beta T cell",4,mature alpha-beta T cell
+J9_B001243_S129_L002.mus-2-0-1,mature NK T cell,mature NK T cell,"CD4-positive, alpha-beta T cell",B cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,5,mature NK T cell,5,mature alpha-beta T cell
+K14_B001243_S158_L002.mus-2-0-1,myeloid leukocyte,Kupffer cell,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+K1_B003902_S61_L002.mus-2-0-1,myeloid leukocyte,hepatocyte,myeloid leukocyte,myeloid leukocyte,macrophage,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,7,myeloid leukocyte
+K7_B001243_S151_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,B cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,6,myeloid leukocyte,7,myeloid leukocyte
+L11_B001243_S179_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+L16_B003902_S100_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+L22_B001386_S226_L003.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+M16_B003902_S124_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,B cell,myeloid cell,B cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,5,myeloid leukocyte,6,myeloid cell
+M19_B003902_S127_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature alpha-beta T cell,T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",5,"CD8-positive, alpha-beta T cell",6,mature alpha-beta T cell
+M2_B001386_S230_L003.mus-2-0-1,mature NK T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",mature alpha-beta T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",5,"CD4-positive, alpha-beta T cell",6,mature alpha-beta T cell
+M3_B003902_S111_L002.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+M8_B001386_S236_L003.mus-2-0-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+M9_B001243_S201_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+N15_B003902_S147_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell",mature NK T cell,mature alpha-beta T cell,T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",4,"CD8-positive, alpha-beta T cell",5,mature alpha-beta T cell
+N6_B001243_S222_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+N9_B003902_S141_L002.mus-2-0-1,Kupffer cell,Kupffer cell,Kupffer cell,hepatocyte,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+O2_B003902_S158_L002.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+O9_B001243_S249_L002.mus-2-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+P13_B001386_S13_L003.mus-2-0-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+P8_B003902_S188_L002.mus-2-0-1,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",B cell,"activated CD8-positive, alpha-beta T cell",T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",6,"CD8-positive, alpha-beta T cell",6,"CD8-positive, alpha-beta T cell"
+F17_B001242_S29.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+F3_B001242_S15.mus-7-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+H17_B001242_S77.mus-7-0-1,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid cell,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,myeloid leukocyte,7,myeloid leukocyte,8,myeloid leukocyte
+I19_B001242_S103.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+I8_B001242_S92.mus-7-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+J19_B001242_S127.mus-7-0-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+J22_B001242_S130.mus-7-0-1,neutrophil,neutrophil,neutrophil,myeloid leukocyte,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,7,neutrophil,7,neutrophil
+M3_B001242_S183.mus-7-0-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,mature alpha-beta T cell,mature NK T cell,"CD4-positive, alpha-beta T cell","CD4-positive, alpha-beta T cell",mature NK T cell,5,mature NK T cell,6,mature alpha-beta T cell
+N12_B001242_S216.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+N18_B001242_S222.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+N21_B001242_S225.mus-7-0-1,"CD4-positive, alpha-beta T cell",mature NK T cell,"CD8-positive, alpha-beta T cell","CD8-positive, alpha-beta T cell",type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,4,mature NK T cell,4,mature alpha-beta T cell
+O19_B001242_S247.mus-7-0-1,neutrophil,neutrophil,neutrophil,Kupffer cell,mature neutrophil,neutrophil,neutrophil,neutrophil,neutrophil,7,neutrophil,7,neutrophil
+O9_B001242_S237.mus-7-0-1,Kupffer cell,Kupffer cell,Kupffer cell,myeloid leukocyte,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+P17_B001242_S269.mus-7-0-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+A11.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+A4.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+A5.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+B11.MAA000907.3_11_M.1.1-1-1,B cell,hepatocyte,B cell,hepatocyte,midzonal region hepatocyte,Kupffer cell,hepatocyte,hepatocyte,hepatocyte,5,hepatocyte,5,eukaryotic cell
+B21.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+B22.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+B3.MAA100040.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C1.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C13.MAA000907.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C14.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+C17.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+C5.MAA000907.3_11_M.1.1-1-1,mature NK T cell,mature NK T cell,mature NK T cell,B cell,type II NK T cell,"CD4-positive, alpha-beta T cell",mature NK T cell,mature NK T cell,mature NK T cell,6,mature NK T cell,6,mature NK T cell
+C6.MAA100040.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C8.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+C9.MAA100041.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D14.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+D17.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+D5.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D6.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+D7.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D8.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+D9.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+E1.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+E4.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+F10.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+F11.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+F12.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+F18.MAA000377.3_9_M.1.1-1-1,mature NK T cell,mature NK T cell,mature NK T cell,mature NK T cell,type II NK T cell,T cell,mature NK T cell,mature NK T cell,mature NK T cell,7,mature NK T cell,7,mature NK T cell
+F3.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+F8.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G11.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G2.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+G2.MAA100040.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G2.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G21.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+G4.MAA100042.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G5.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G6.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G7.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G8.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+G9.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+H1.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+H10.MAA100039.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+H12.MAA100040.3_11_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+H12.MAA100041.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+H15.MAA000907.3_11_M.1.1-1-1,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,8,B cell,8,B cell
+H16.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+H17.MAA000377.3_9_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,myeloid leukocyte,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,6,Kupffer cell,7,Kupffer cell
+H2.MAA000907.3_11_M.1.1-1-1,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,tissue-resident macrophage,Kupffer cell,Kupffer cell,Kupffer cell,Kupffer cell,7,Kupffer cell,8,Kupffer cell
+H2.MAA100138.3_56_F.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+H8.MAA100041.3_9_M.1.1-1-1,hepatocyte,hepatocyte,hepatocyte,hepatocyte,midzonal region hepatocyte,hepatocyte,hepatocyte,hepatocyte,hepatocyte,8,hepatocyte,8,hepatocyte
+I14.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
+I22.MAA000907.3_11_M.1.1-1-1,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of pericentral hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,endothelial cell of hepatic sinusoid,8,endothelial cell of hepatic sinusoid,8,endothelial cell of sinusoid
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