Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- OnClass.data-00000-of-00001 +3 -0
- OnClass.index +0 -0
- OnClass.meta +0 -0
- OnClass.npz +3 -0
- accuracies.json +4 -0
- celltypist.pkl +3 -0
- checkpoint +2 -0
- harmony_knn_classifier.joblib +3 -0
- obo_dag.joblib +3 -0
- popv_output/predictions.csv +197 -0
- preprocessing.json +0 -0
- pynndescent_index.joblib +3 -0
- scanvi/model.pt +3 -0
- scvi/model.pt +3 -0
- scvi_knn_classifier.joblib +3 -0
- svm_classifier_cuml.joblib +3 -0
- xgboost_classifier.model +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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OnClass.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
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OnClass.data-00000-of-00001
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version https://git-lfs.github.com/spec/v1
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oid sha256:95f6697b0f3587e86ccdf1b5bc1856744d895e060469d257559bfcb885ed6aab
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size 27239224
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OnClass.index
ADDED
Binary file (222 Bytes). View file
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OnClass.meta
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Binary file (65.8 kB). View file
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OnClass.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:ca86a2f64944afcd1e353683e5ebdf4c101046c35855aceb170ba94ea7f6751b
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size 144124206
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accuracies.json
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{
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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| myeloid cell | 66 | 0.99 | 0.93 | 0.98 | 0.83 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |\n| B cell | 51 | 0.99 | 0.97 | 0.98 | 0.76 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 43 | 0.99 | 1.00 | 1.00 | 0.61 | 0.00 | 1.00 | 1.00 | 0.98 | 1.00 |\n| mesenchymal stem cell of adipose tissue | 8 | 1.00 | 0.94 | 1.00 | 0.40 | 0.00 | 0.89 | 1.00 | 1.00 | 1.00 |\n| T cell | 12 | 0.96 | 0.86 | 0.92 | 0.08 | 0.00 | 0.81 | 0.92 | 0.96 | 0.92 |\n| epithelial cell | 12 | 0.96 | 0.59 | 1.00 | 0.00 | 0.00 | 0.73 | 0.92 | 0.92 | 0.96 |\n| natural killer cell | 4 | 0.86 | 0.67 | 0.86 | 0.00 | 0.00 | 0.00 | 0.67 | 0.86 | 0.86 |",
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"ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| myeloid cell | 684 | 0.95 | 0.86 | 0.90 | 0.95 | 0.00 | 0.97 | 0.99 | 1.00 | 0.99 |\n| B cell | 470 | 0.97 | 0.91 | 0.94 | 0.94 | 0.00 | 0.99 | 1.00 | 1.00 | 0.99 |\n| endothelial cell | 365 | 0.97 | 0.96 | 0.95 | 0.92 | 0.00 | 0.99 | 1.00 | 1.00 | 0.99 |\n| mesenchymal stem cell of adipose tissue | 196 | 0.98 | 0.94 | 0.96 | 0.90 | 0.00 | 0.96 | 0.99 | 1.00 | 0.99 |\n| T cell | 141 | 0.90 | 0.88 | 0.90 | 0.72 | 0.00 | 0.97 | 1.00 | 1.00 | 0.99 |\n| epithelial cell | 101 | 0.94 | 0.47 | 0.92 | 0.87 | 0.00 | 0.94 | 1.00 | 1.00 | 0.99 |\n| natural killer cell | 43 | 0.73 | 0.71 | 0.72 | 0.49 | 0.00 | 0.94 | 0.99 | 1.00 | 1.00 |"
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}
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celltypist.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:3c3148f7a4b68cf0d063de45ecf29ae3894c4444ec6210dea24e03f6fd671920
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size 293355
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checkpoint
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model_checkpoint_path: "OnClass"
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all_model_checkpoint_paths: "OnClass"
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harmony_knn_classifier.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:33c4d578eac88a9ad45c8659bc8f6699c1fe588eeb106d981b52564761471ff6
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size 1565685
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obo_dag.joblib
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:88b6c19fc939f3c304978a10ef8b7cc6ba69d2d4a0a0613df8312b4ee3a26313
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size 321386
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popv_output/predictions.csv
ADDED
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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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+
A13_B000800_B008432_S13.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,endothelial cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
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+
B12_B000515_B008434_S36.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
4 |
+
C11_B000800_B008432_S59.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,endothelial cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
5 |
+
C12_B000800_B008432_S60.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,endothelial cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
6 |
+
C13_B000515_B008434_S61.mm10-plus-3-0,T cell,T cell,T cell,B cell,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
|
7 |
+
C15_B000515_B008434_S63.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
8 |
+
C7_B000800_B008432_S55.mm10-plus-3-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
9 |
+
D10_B000515_B008434_S82.mm10-plus-3-0,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
|
10 |
+
E10_B000800_B008432_S106.mm10-plus-3-0,T cell,T cell,T cell,natural killer cell,mature T cell,natural killer cell,T cell,T cell,T cell,6,T cell,6,T cell
|
11 |
+
E15_B000515_B008434_S111.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
12 |
+
E17_B000800_B008432_S113.mm10-plus-3-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
13 |
+
E20_B000800_B008432_S116.mm10-plus-3-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
14 |
+
E21_B000515_B008434_S117.mm10-plus-3-0,endothelial cell,endothelial cell,endothelial cell,B cell,endothelial cell of uterus,endothelial cell,endothelial cell,myeloid cell,endothelial cell,6,endothelial cell,6,endothelial cell
|
15 |
+
E6_B000800_B008432_S102.mm10-plus-3-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
16 |
+
E9_B000515_B008434_S105.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
17 |
+
F13_B000800_B008432_S133.mm10-plus-3-0,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
|
18 |
+
G15_B000800_B008432_S159.mm10-plus-3-0,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
|
19 |
+
G9_B000800_B008432_S153.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,B cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
20 |
+
H10_B000800_B008432_S178.mm10-plus-3-0,T cell,T cell,T cell,B cell,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
|
21 |
+
I13_B000515_B008434_S205.mm10-plus-3-0,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
|
22 |
+
I9_B000515_B008434_S201.mm10-plus-3-0,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
|
23 |
+
J11_B000800_B008432_S227.mm10-plus-3-0,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
|
24 |
+
J15_B000515_B008434_S231.mm10-plus-3-0,B cell,B cell,B cell,T cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
|
25 |
+
K15_B000515_B008434_S255.mm10-plus-3-0,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
|
26 |
+
K9_B000515_B008434_S249.mm10-plus-3-0,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
|
27 |
+
L16_B000515_B008434_S280.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
28 |
+
M11_B000800_B008432_S299.mm10-plus-3-0,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
|
29 |
+
M14_B000515_B008434_S302.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
30 |
+
M15_B000515_B008434_S303.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
31 |
+
M19_B000800_B008432_S307.mm10-plus-3-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
32 |
+
N13_B000800_B008432_S325.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,B cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
33 |
+
O10_B000515_B008434_S346.mm10-plus-3-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
34 |
+
O13_B000515_B008434_S349.mm10-plus-3-0,B cell,B cell,B cell,T cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
|
35 |
+
O17_B000800_B008432_S353.mm10-plus-3-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
36 |
+
P12_B000800_B008432_S372.mm10-plus-3-0,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
|
37 |
+
A15_B000788_B008433_S15.mm10-plus-6-0,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
|
38 |
+
A7_B000788_B008433_S7.mm10-plus-6-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
39 |
+
A9_B000788_B008433_S9.mm10-plus-6-0,T cell,T cell,T cell,B cell,mature T cell,T cell,T cell,natural killer cell,T cell,6,T cell,6,T cell
|
40 |
+
B1_B000788_B008433_S25.mm10-plus-6-0,endothelial cell,endothelial cell,endothelial cell,B cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
41 |
+
B5_B000788_B008433_S29.mm10-plus-6-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
42 |
+
E14_B000788_B008433_S110.mm10-plus-6-0,T cell,T cell,T cell,B cell,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
|
43 |
+
G16_B000788_B008433_S160.mm10-plus-6-0,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
|
44 |
+
G9_B000788_B008433_S153.mm10-plus-6-0,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
|
45 |
+
H20_B000788_B008433_S188.mm10-plus-6-0,endothelial cell,endothelial cell,endothelial cell,T cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
46 |
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I11_B000788_B008433_S203.mm10-plus-6-0,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
|
47 |
+
I16_B000788_B008433_S208.mm10-plus-6-0,B cell,B cell,B cell,T cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
|
48 |
+
I9_B000788_B008433_S201.mm10-plus-6-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
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+
J16_B000788_B008433_S232.mm10-plus-6-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
50 |
+
K2_B000788_B008433_S242.mm10-plus-6-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
51 |
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K9_B000788_B008433_S249.mm10-plus-6-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
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L19_B000788_B008433_S283.mm10-plus-6-0,endothelial cell,endothelial cell,endothelial cell,B cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
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M10_B000788_B008433_S298.mm10-plus-6-0,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
|
54 |
+
M17_B000788_B008433_S305.mm10-plus-6-0,myeloid cell,T cell,T cell,T cell,mesenchymal stem cell of abdominal adipose tissue,epithelial cell,epithelial cell,myeloid cell,T cell,3,T cell,3,eukaryotic cell
|
55 |
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P13_B000788_B008433_S373.mm10-plus-6-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
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56 |
+
A12_B000487_B008360_S12.mm10-plus-7-0,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
|
57 |
+
A22_B000487_B008360_S22.mm10-plus-7-0,endothelial cell,endothelial cell,endothelial cell,mesenchymal stem cell of adipose tissue,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
58 |
+
C15_B000487_B008360_S63.mm10-plus-7-0,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
|
59 |
+
D21_B000487_B008360_S93.mm10-plus-7-0,endothelial cell,endothelial cell,endothelial cell,myeloid cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
60 |
+
E11_B000487_B008360_S107.mm10-plus-7-0,B cell,B cell,B cell,B cell,lymph node mantle zone B cell,natural killer cell,B cell,B cell,B cell,7,B cell,7,B cell
|
61 |
+
E13_B000487_B008360_S109.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
62 |
+
E20_B000487_B008360_S116.mm10-plus-7-0,endothelial cell,endothelial cell,endothelial cell,B cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
63 |
+
F12_B000487_B008360_S132.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
64 |
+
G13_B000487_B008360_S157.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
65 |
+
G14_B000487_B008360_S158.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
66 |
+
H12_B000487_B008360_S180.mm10-plus-7-0,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
|
67 |
+
H13_B000487_B008360_S181.mm10-plus-7-0,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
|
68 |
+
I10_B000487_B008360_S202.mm10-plus-7-0,natural killer cell,T cell,natural killer cell,B cell,mature natural killer cell,T cell,natural killer cell,T cell,natural killer cell,4,natural killer cell,4,lymphocyte
|
69 |
+
I16_B000487_B008360_S208.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
70 |
+
I20_B000487_B008360_S212.mm10-plus-7-0,endothelial cell,endothelial cell,endothelial cell,myeloid cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
71 |
+
L13_B000487_B008360_S277.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
72 |
+
M11_B000487_B008360_S299.mm10-plus-7-0,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
|
73 |
+
M13_B000487_B008360_S301.mm10-plus-7-0,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
|
74 |
+
M14_B000487_B008360_S302.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
75 |
+
M21_B000487_B008360_S309.mm10-plus-7-0,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
76 |
+
N10_B000487_B008360_S322.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
77 |
+
N18_B000487_B008360_S330.mm10-plus-7-0,endothelial cell,endothelial cell,endothelial cell,myeloid cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
78 |
+
O16_B000487_B008360_S352.mm10-plus-7-0,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
|
79 |
+
O9_B000487_B008360_S345.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
80 |
+
P9_B000487_B008360_S369.mm10-plus-7-0,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
81 |
+
A11_B000834_S239_L004.mus-0-0-1,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
|
82 |
+
D13_B000834_S13_L004.mus-0-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
83 |
+
D5_B000834_S5_L004.mus-0-0-1,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,T cell,mesenchymal stem cell of abdominal adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue
|
84 |
+
E12_B000834_S36_L004.mus-0-0-1,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
|
85 |
+
E14_B000834_S38_L004.mus-0-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
86 |
+
H12_B000834_S108_L004.mus-0-0-1,T cell,T cell,T cell,natural killer cell,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
|
87 |
+
H16_B000834_S112_L004.mus-0-0-1,B cell,B cell,B cell,T cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
|
88 |
+
I22_B000834_S142_L004.mus-0-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
89 |
+
K13_B000834_S181_L004.mus-0-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
90 |
+
M6_B000834_S222_L004.mus-0-0-1,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,T cell,mesenchymal stem cell of abdominal adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue
|
91 |
+
P13_B000834_S1_L004.mus-0-0-1,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
|
92 |
+
A12_B001880_S216_L002.mus-1-0-1,epithelial cell,myeloid cell,epithelial cell,B cell,eukaryotic cell,myeloid cell,epithelial cell,epithelial cell,epithelial cell,4,epithelial cell,4,eukaryotic cell
|
93 |
+
A22_B001880_S226_L002.mus-1-0-1,epithelial cell,T cell,epithelial cell,endothelial cell,eukaryotic cell,myeloid cell,epithelial cell,epithelial cell,epithelial cell,4,epithelial cell,5,eukaryotic cell
|
94 |
+
D14_B001880_S290_L002.mus-1-0-1,myeloid cell,B cell,B cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,6,myeloid cell,6,myeloid cell
|
95 |
+
F16_B001880_S40_L002.mus-1-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
96 |
+
G10_B001880_S58_L002.mus-1-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
97 |
+
G13_B001880_S61_L002.mus-1-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
98 |
+
G2_B001880_S50_L002.mus-1-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
99 |
+
G7_B001880_S55_L002.mus-1-0-1,myeloid cell,myeloid cell,myeloid cell,endothelial cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
100 |
+
I20_B001880_S116_L002.mus-1-0-1,myeloid cell,myeloid cell,myeloid cell,T cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
101 |
+
J16_B001880_S136_L002.mus-1-0-1,myeloid cell,B cell,B cell,B cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,5,myeloid cell,5,eukaryotic cell
|
102 |
+
L20_B001880_S188_L002.mus-1-0-1,myeloid cell,myeloid cell,myeloid cell,B cell,myeloid leukocyte,mesenchymal stem cell of adipose tissue,myeloid cell,myeloid cell,myeloid cell,6,myeloid cell,6,myeloid cell
|
103 |
+
M22_B001880_S214_L002.mus-1-0-1,myeloid cell,mesenchymal stem cell of adipose tissue,myeloid cell,endothelial cell,myeloid leukocyte,mesenchymal stem cell of adipose tissue,myeloid cell,myeloid cell,myeloid cell,5,myeloid cell,5,eukaryotic cell
|
104 |
+
A10_B001389_S34_L003.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,T cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
105 |
+
A11_B002887_S95_L001.mus-4-0-1,epithelial cell,B cell,B cell,B cell,lymph node mantle zone B cell,B cell,B cell,B cell,B cell,7,B cell,7,B cell
|
106 |
+
A15_B001389_S39_L003.mus-4-0-1,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
|
107 |
+
A15_B002887_S99_L001.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,B cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
108 |
+
A16_B002887_S100_L001.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
109 |
+
A1_B002887_S85_L001.mus-4-0-1,epithelial cell,myeloid cell,epithelial cell,endothelial cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,5,myeloid cell,5,eukaryotic cell
|
110 |
+
C11_B002887_S143_L001.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
111 |
+
C20_B002887_S152_L001.mus-4-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
112 |
+
D19_B001389_S115_L003.mus-4-0-1,endothelial cell,endothelial cell,endothelial cell,T cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
113 |
+
E13_B002887_S193_L001.mus-4-0-1,T cell,T cell,T cell,myeloid cell,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
|
114 |
+
E19_B002887_S199_L001.mus-4-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
115 |
+
F5_B002887_S209_L001.mus-4-0-1,epithelial cell,epithelial cell,epithelial cell,endothelial cell,epithelial cell of viscerocranial mucosa,epithelial cell,epithelial cell,epithelial cell,epithelial cell,7,epithelial cell,7,epithelial cell
|
116 |
+
F9_B002887_S213_L001.mus-4-0-1,epithelial cell,epithelial cell,epithelial cell,endothelial cell,epithelial cell of viscerocranial mucosa,epithelial cell,epithelial cell,epithelial cell,epithelial cell,7,epithelial cell,7,epithelial cell
|
117 |
+
G10_B001389_S178_L003.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
118 |
+
G14_B002887_S242_L001.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,epithelial cell,myeloid cell,7,myeloid cell,7,myeloid cell
|
119 |
+
G3_B002887_S231_L001.mus-4-0-1,epithelial cell,myeloid cell,epithelial cell,mesenchymal stem cell of adipose tissue,epithelial cell of viscerocranial mucosa,epithelial cell,epithelial cell,epithelial cell,epithelial cell,6,epithelial cell,6,epithelial cell
|
120 |
+
G6_B002887_S234_L001.mus-4-0-1,epithelial cell,myeloid cell,epithelial cell,mesenchymal stem cell of adipose tissue,epithelial cell of viscerocranial mucosa,epithelial cell,epithelial cell,epithelial cell,epithelial cell,6,epithelial cell,6,epithelial cell
|
121 |
+
H14_B001389_S206_L003.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
122 |
+
H17_B001389_S209_L003.mus-4-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
123 |
+
I13_B002887_S289_L001.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
124 |
+
I16_B001389_S232_L003.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
125 |
+
J20_B002887_S20_L001.mus-4-0-1,epithelial cell,epithelial cell,epithelial cell,endothelial cell,epithelial cell of viscerocranial mucosa,epithelial cell,epithelial cell,epithelial cell,epithelial cell,7,epithelial cell,7,epithelial cell
|
126 |
+
J22_B002887_S22_L001.mus-4-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
127 |
+
J3_B001389_S243_L003.mus-4-0-1,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,epithelial cell,mesenchymal stem cell of abdominal adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue
|
128 |
+
K13_B001389_S277_L003.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
129 |
+
L10_B001389_S298_L003.mus-4-0-1,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
|
130 |
+
L9_B001389_S297_L003.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
131 |
+
M12_B002887_S84_L001.mus-4-0-1,epithelial cell,B cell,epithelial cell,endothelial cell,lymph node mantle zone B cell,B cell,epithelial cell,epithelial cell,epithelial cell,4,epithelial cell,5,eukaryotic cell
|
132 |
+
M14_B001389_S26_L003.mus-4-0-1,T cell,T cell,T cell,B cell,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
|
133 |
+
M2_B002887_S74_L001.mus-4-0-1,epithelial cell,myeloid cell,epithelial cell,endothelial cell,epithelial cell of viscerocranial mucosa,epithelial cell,epithelial cell,epithelial cell,epithelial cell,6,epithelial cell,6,epithelial cell
|
134 |
+
N13_B002887_S109_L001.mus-4-0-1,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
|
135 |
+
N15_B001389_S51_L003.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
136 |
+
N7_B001389_S43_L003.mus-4-0-1,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,epithelial cell,mesenchymal stem cell of abdominal adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue
|
137 |
+
N9_B002887_S105_L001.mus-4-0-1,T cell,T cell,T cell,B cell,mature T cell,T cell,T cell,T cell,T cell,7,T cell,7,T cell
|
138 |
+
O16_B001389_S76_L003.mus-4-0-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
139 |
+
O20_B001389_S80_L003.mus-4-0-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
140 |
+
O2_B002887_S122_L001.mus-4-0-1,epithelial cell,epithelial cell,epithelial cell,endothelial cell,epithelial cell of viscerocranial mucosa,epithelial cell,epithelial cell,epithelial cell,epithelial cell,7,epithelial cell,7,epithelial cell
|
141 |
+
O6_B002887_S126_L001.mus-4-0-1,epithelial cell,epithelial cell,epithelial cell,endothelial cell,epithelial cell of viscerocranial mucosa,epithelial cell,epithelial cell,epithelial cell,epithelial cell,7,epithelial cell,7,epithelial cell
|
142 |
+
A20.MAA000442.3_11_M.1.1-1-1,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of abdominal adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,8,mesenchymal stem cell of adipose tissue,8,mesenchymal stem cell of adipose tissue
|
143 |
+
A5.MAA000556.3_9_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,endothelial cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,8,endothelial cell,8,endothelial cell
|
144 |
+
A8.MAA000556.3_9_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
|
145 |
+
B9.MAA000442.3_11_M.1.1-1-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
146 |
+
C14.MAA000442.3_11_M.1.1-1-1,myeloid cell,myeloid cell,myeloid cell,myeloid cell,myeloid leukocyte,myeloid cell,myeloid cell,myeloid cell,myeloid cell,8,myeloid cell,8,myeloid cell
|
147 |
+
C22.MAA000556.3_9_M.1.1-1-1,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,endothelial cell,mesenchymal stem cell of abdominal adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue,7,mesenchymal stem cell of adipose tissue
|
148 |
+
C3.MAA000556.3_9_M.1.1-1-1,endothelial cell,myeloid cell,myeloid cell,mesenchymal stem cell of adipose tissue,eukaryotic cell,epithelial cell,myeloid cell,endothelial cell,myeloid cell,3,myeloid cell,4,eukaryotic cell
|
149 |
+
C4.MAA000556.3_9_M.1.1-1-1,endothelial cell,endothelial cell,endothelial cell,T cell,endothelial cell of uterus,endothelial cell,endothelial cell,endothelial cell,endothelial cell,7,endothelial cell,7,endothelial cell
|
150 |
+
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