Quantifying the influence of spatial variation in the microenvironment on intra-tumoral heterogeneity in primary cutaneous melanoma
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Quantifying the influence of spatial variation in the microenvironment on intra-tumoral heterogeneity in primary cutaneous melanoma
Authors: Tuulia Vallius#, Yingxiao Shi#, Edward Novikov#, Shishir M Pant, Roxanne Pelletier, Yu-An Chen, Juliann B. Tefft, Ajit Nirmal Johnson, Zoltan Maliga, Guihong Wan, George Murphy, Sandro Santagata, Yevgeniy R Semenov, David Liu, Christine G Lian+, and Peter K Sorger+.
#Co-first Authors: T.V., Y.S., E.N.
+Co-Senior Authors: C.G.L., P.K.S.
Please cite this data as the following:
Vallius, T. et al. (2025). Quantifying the influence of spatial variation in the microenvironment on intra-tumoral heterogeneity in primary cutaneous melanoma. {journal/biorxv}
Relevant links:
- Publication DOI: doi.org/MY-PAPER-DOI
- Associated GitHub Repository: MY-REPO
- To view an archived record of this repository: My-ZENODO-DOI
- To view the image data online, visit: My-ATLAS-PAGE Licenses/restrictions placed on the data: CC-BY creativecommons.org/licenses/by/4.0/
Each file follows the following naming convention:
Each file corresponds to a patient sample (N).
| File Type | Description | Location |
|---|---|---|
| N.ome.tif | Stitched multiplex CyCIF image pyramid in ome.tif format | HTAN, AWS |
| N.ome.tif | Hematoxylin and Eosin stained image of adjacent FFPE tissue section | HTAN, AWS |
| N-mask-cell.ome.tif | Segmentation mask image | HTAN, AWS |
| unmicst-N_cell.csv OR N--unmicst_cellRing.csv | Single-cell feature table, including intensity data for all channels | HTAN, AWS |
| N.fastq | Sequencing data | GEO |
Full-resolution CyCIF images, single cell segmentation masks, and cell count tables will be available via AWS. You will need the following bucket name:
AWS BUCKET NAME
For general instructions on how to download data from AWS, see: https://zenodo.org/records/10223574
If you experience issues accessing the above AWS S3 buckets, email tissue-atlas(at)hms.harvard.edu with the subject line "bucketname: Data Access".
GeoMx gene expression data will be available via the Gene Expression Omnibus (GEO).
All images will be available to explore online (via Minerva, no download required) at the Harvard Tissue Atlas (https://www.tissue-atlas.org/). Selected CyCIF channels for specimen MEL14 can be explored via Minerva at {add link}.
Full-resolution CyCIF images, single cell segmentation masks, and cell count tables will be available via the NCI Human Tumor Atlas Network data portal (https://data.humantumoratlas.org/)
| Patient ID | File Name | Location | File size | CyCIF Panel |
|---|---|---|---|---|
| MEL14 | LSP11314.ome.tif | HTAN, AWS | 420.049 GB | p16_e41_PCAII_tumorintrinsic |
| MEL14 | LSP11315.ome.tif | HTAN, AWS | 359.303 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL15 | LSP11322.ome.tif | HTAN, AWS | 74.54 GB | p16_e41_PCAII_tumorintrinsic |
| MEL16 | LSP11330.ome.tif | HTAN, AWS | 278.334 GB | p16_e41_PCAII_tumorintrinsic |
| MEL16 | LSP11331.ome.tif | HTAN, AWS | 254.785 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL17 | LSP11339.ome.tif | HTAN, AWS | 11.639 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL18 | LSP11349.ome.tif | HTAN, AWS | 143.981 GB | p16_e41_PCAII_tumorintrinsic |
| MEL18 | LSP11347.ome.tif | HTAN, AWS | 144.39 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL19 | LSP11354.ome.tif | HTAN, AWS | 97.876 GB | p16_e41_PCAII_tumorintrinsic |
| MEL19 | LSP11355.ome.tif | HTAN, AWS | 79.282 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL21 | LSP11373.ome.tif | HTAN, AWS | 67.29 GB | p16_e41_PCAII_tumorintrinsic |
| MEL21 | LSP11371.ome.tif | HTAN, AWS | 65.799 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL22 | LSP11378.ome.tif | HTAN, AWS | 705.52 GB | p16_e41_PCAII_tumorintrinsic |
| MEL22 | LSP11379.ome.tif | HTAN, AWS | 567.648 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL23 | LSP11386.ome.tif | HTAN, AWS | 451.995 GB | p16_e41_PCAII_tumorintrinsic |
| MEL23 | LSP11387.ome.tif | HTAN, AWS | 393.297 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL24 | LSP11394.ome.tif | HTAN, AWS | 67.29 GB | p16_e41_PCAII_tumorintrinsic |
| MEL24 | LSP11395.ome.tif | HTAN, AWS | 106.823 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL25 | LSP11402.ome.tif | HTAN, AWS | 154.517 GB | p16_e41_PCAII_tumorintrinsic |
| MEL25 | LSP11403.ome.tif | HTAN, AWS | 157.181 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL26 | LSP11410.ome.tif | HTAN, AWS | 84.055 GB | p16_e41_PCAII_tumorintrinsic |
| MEL26 | LSP11411.ome.tif | HTAN, AWS | 97.374 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL27 | LSP11418.ome.tif | HTAN, AWS | 244.195 GB | p16_e41_PCAII_tumorintrinsic |
| MEL27 | LSP11419.ome.tif | HTAN, AWS | 268.959 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL28 | LSP11426.ome.tif | HTAN, AWS | 35.457 GB | p16_e41_PCAII_tumorintrinsic |
| MEL29 | LSP11435.ome.tif | HTAN, AWS | 11.408 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL30 | LSP11440.ome.tif | HTAN, AWS | 21.428 GB | p16_e41_PCAII_tumorintrinsic |
| MEL31 | LSP11450.ome.tif | HTAN, AWS | 75.219 GB | p16_e41_PCAII_tumorintrinsic |
| MEL31 | LSP11451.ome.tif | HTAN, AWS | 59.727 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL32 | LSP11458.ome.tif | HTAN, AWS | 147.153 GB | p16_e41_PCAII_tumorintrinsic |
| MEL32 | LSP11459.ome.tif | HTAN, AWS | 132.405 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL33 | LSP11466.ome.tif | HTAN, AWS | 107.505 GB | p16_e41_PCAII_tumorintrinsic |
| MEL33 | LSP11467.ome.tif | HTAN, AWS | 109.358 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL34 | LSP11474.ome.tif | HTAN, AWS | 89.493 GB | p16_e41_PCAII_tumorintrinsic |
| MEL34 | LSP11475.ome.tif | HTAN, AWS | 83.776 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL35 | LSP11482.ome.tif | HTAN, AWS | 263.607 GB | p16_e41_PCAII_tumorintrinsic |
| MEL35 | LSP11483.ome.tif | HTAN, AWS | 285.437 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL36 | LSP11490.ome.tif | HTAN, AWS | 79.864 GB | p16_e41_PCAII_tumorintrinsic |
| MEL36 | LSP11498.ome.tif | HTAN, AWS | 30.133 GB | p16_e41_PCAII_tumorintrinsic |
| MEL37 | LSP11506.ome.tif | HTAN, AWS | 250.58 GB | p16_e41_PCAII_tumorintrinsic |
| MEL37 | LSP11507.ome.tif | HTAN, AWS | 230.355 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL38 | LSP11514.ome.tif | HTAN, AWS | 137.864 GB | p16_e41_PCAII_tumorintrinsic |
| MEL38 | LSP11515.ome.tif | HTAN, AWS | 110.971 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL39 | LSP11522.ome.tif | HTAN, AWS | 43.614 GB | p16_e41_PCAII_tumorintrinsic |
| MEL39 | LSP11523.ome.tif | HTAN, AWS | 24.891 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL40 | LSP11530.ome.tif | HTAN, AWS | 141.942 GB | p16_e41_PCAII_tumorintrinsic |
| MEL40 | LSP11531.ome.tif | HTAN, AWS | 106.823 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL41 | LSP11538.ome.tif | HTAN, AWS | 105.919 GB | p16_e41_PCAII_tumorintrinsic |
| MEL42 | LSP11546.ome.tif | HTAN, AWS | 76.638 GB | p16_e41_PCAII_tumorintrinsic |
| MEL42 | LSP11547.ome.tif | HTAN, AWS | 175.958 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL44 | LSP11562.ome.tif | HTAN, AWS | 39.082 GB | p16_e41_PCAII_tumorintrinsic |
| MEL44 | LSP11563.ome.tif | HTAN, AWS | 95.069 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL45 | LSP11570.ome.tif | HTAN, AWS | 34.481 GB | p16_e41_PCAII_tumorintrinsic |
| MEL45 | LSP11571.ome.tif | HTAN, AWS | 69.256 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL47 | LSP11586.ome.tif | HTAN, AWS | 35.23 GB | p16_e41_PCAII_tumorintrinsic |
| MEL47 | LSP11587.ome.tif | HTAN, AWS | 50.243 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL48 | LSP11594.ome.tif | HTAN, AWS | 42.303 GB | p16_e41_PCAII_tumorintrinsic |
| MEL48 | LSP11595.ome.tif | HTAN, AWS | 59.692 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL49 | LSP11602.ome.tif | HTAN, AWS | 166.978 GB | p16_e41_PCAII_tumorintrinsic |
| MEL49 | LSP11603.ome.tif | HTAN, AWS | 95.069 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL50 | LSP12424.ome.tif | HTAN, AWS | 154.517 GB | p16_e41_PCAII_tumorintrinsic |
| MEL50 | LSP12422.ome.tif | HTAN, AWS | 138.397 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL51 | LSP11618.ome.tif | HTAN, AWS | 105.012 GB | p16_e41_PCAII_tumorintrinsic |
| MEL52 | LSP11626.ome.tif | HTAN, AWS | 28.321 GB | p16_e41_PCAII_tumorintrinsic |
| MEL52 | LSP11627.ome.tif | HTAN, AWS | 120.536 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL53 | LSP11634.ome.tif | HTAN, AWS | 280.599 GB | p16_e41_PCAII_tumorintrinsic |
| MEL53 | LSP11635.ome.tif | HTAN, AWS | 229.433 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL54 | LSP11642.ome.tif | HTAN, AWS | 496.288 GB | p16_e41_PCAII_tumorintrinsic |
| MEL54 | LSP11643.ome.tif | HTAN, AWS | 446.305 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL55 | LSP11658.ome.tif | HTAN, AWS | 242.537 GB | p16_e41_PCAII_tumorintrinsic |
| MEL55 | LSP11659.ome.tif | HTAN, AWS | 198.435 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL56 | LSP11667.ome.tif | HTAN, AWS | 65.223 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL58 | LSP11690.ome.tif | HTAN, AWS | 225.544 GB | p16_e41_PCAII_tumorintrinsic |
| MEL58 | LSP11691.ome.tif | HTAN, AWS | 217.333 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL59 | LSP11698.ome.tif | HTAN, AWS | 100.028 GB | p16_e41_PCAII_tumorintrinsic |
| MEL60 | LSP11706.ome.tif | HTAN, AWS | 92.438 GB | p16_e41_PCAII_tumorintrinsic |
| MEL60 | LSP11707.ome.tif | HTAN, AWS | 68.911 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL61 | LSP11714.ome.tif | HTAN, AWS | 520.79 GB | p16_e41_PCAII_tumorintrinsic |
| MEL62 | LSP11720.ome.tif | HTAN, AWS | 17.445 GB | p16_e41_PCAII_tumorintrinsic |
| MEL64 | LSP11738.ome.tif | HTAN, AWS | 189.521 GB | p16_e41_PCAII_tumorintrinsic |
| MEL64 | LSP11739.ome.tif | HTAN, AWS | 173.314 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL65 | LSP11746.ome.tif | HTAN, AWS | 93.061 GB | p16_e41_PCAII_tumorintrinsic |
| MEL65 | LSP11747.ome.tif | HTAN, AWS | 116.272 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL66 | LSP11754.ome.tif | HTAN, AWS | 22.883 GB | p16_e41_PCAII_tumorintrinsic |
| MEL67 | LSP11762.ome.tif | HTAN, AWS | 46.982 GB | p16_e41_PCAII_tumorintrinsic |
| MEL68 | LSP11770.ome.tif | HTAN, AWS | 52.411 GB | p16_e41_PCAII_tumorintrinsic |
| MEL68 | LSP11778.ome.tif | HTAN, AWS | 87.794 GB | p16_e41_PCAII_tumorintrinsic |
| MEL68 | LSP11771.ome.tif | HTAN, AWS | 117.77 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL69 | LSP11786.ome.tif | HTAN, AWS | 89.493 GB | p16_e41_PCAII_tumorintrinsic |
| MEL70 | LSP13078.ome.tif | HTAN, AWS | 777.149 GB | p135_e9_PCAlineage |
| MEL71 | LSP13179.ome.tif | HTAN, AWS | 1.114 TB | p135_e9_PCAlineage |
| MEL72 | LSP13186.ome.tif | HTAN, AWS | 633.195 GB | p135_e9_PCAlineage |
| MEL73 | LSP13102.ome.tif | HTAN, AWS | 838.864 GB | p135_e9_PCAlineage |
| MEL74 | LSP15120.ome.tif | HTAN, AWS | 701.27 GB | p135_e9_PCAlineage |
| MEL75 | LSP15129.ome.tif | HTAN, AWS | 960.967 GB | p135_e9_PCAlineage |
| MEL76 | LSP15138.ome.tif | HTAN, AWS | 294.99 GB | p135_e9_PCAlineage |
| MEL78 | LSP15156.ome.tif | HTAN, AWS | 759.372 GB | p135_e9_PCAlineage |
| MEL79 | LSP15165.ome.tif | HTAN, AWS | 205.894 GB | p135_e9_PCAlineage |
| MEL80 | LSP15174.ome.tif | HTAN, AWS | 429.22 GB | p135_e9_PCAlineage |
| MEL81 | LSP15183.ome.tif | HTAN, AWS | 382.866 GB | p135_e9_PCAlineage |
| MEL82 | LSP15192.ome.tif | HTAN, AWS | 836.14 GB | p135_e9_PCAlineage |
| MEL83 | LSP15201.ome.tif | HTAN, AWS | 436.053 GB | p135_e9_PCAlineage |
| MEL84 | LSP15210.ome.tif | HTAN, AWS | 236.744 GB | p135_e9_PCAlineage |
| MEL85/MEL86 | LSP15219.ome.tif | HTAN, AWS | 375.639 GB | p135_e9_PCAlineage |
| Patient ID | File Name | Location | File size |
|---|---|---|---|
| MEL14 | LSP11311.ome.tif | HTAN, AWS | 17.107 GB |
| MEL15 | LSP11319.ome.tif | HTAN, AWS | 5.78 GB |
| MEL16 | LSP11327.ome.tif | HTAN, AWS | 8.376 GB |
| MEL17 | LSP11335.ome.tif | HTAN, AWS | 2.065 GB |
| MEL18 | LSP11343.ome.tif | HTAN, AWS | 4.298 GB |
| MEL19 | LSP11351.ome.tif | HTAN, AWS | 2.915 GB |
| MEL21 | LSP11367.ome.tif | HTAN, AWS | 3.214 GB |
| MEL22 | LSP11375.ome.tif | HTAN, AWS | 18.95 GB |
| MEL23 | LSP11383.ome.tif | HTAN, AWS | 10.828 GB |
| MEL24 | LSP11391.ome.tif | HTAN, AWS | 3.135 GB |
| MEL25 | LSP11399.ome.tif | HTAN, AWS | 3.996 GB |
| MEL26 | LSP11407.ome.tif | HTAN, AWS | 3.234 GB |
| MEL27 | LSP11415.ome.tif | HTAN, AWS | 9.422 GB |
| MEL28 | LSP11423.ome.tif | HTAN, AWS | 6.639 GB |
| MEL29 | LSP11431.ome.tif | HTAN, AWS | 387.0 MB |
| MEL30 | LSP11439.ome.tif | HTAN, AWS | 4.846 GB |
| MEL31 | LSP11447.ome.tif | HTAN, AWS | 2.092 GB |
| MEL32 | LSP11455.ome.tif | HTAN, AWS | 7.532 GB |
| MEL33 | LSP11463.ome.tif | HTAN, AWS | 7.655 GB |
| MEL34 | LSP11471.ome.tif | HTAN, AWS | 2.285 GB |
| MEL35 | LSP11479.ome.tif | HTAN, AWS | 8.001 GB |
| MEL36 | LSP11487.ome.tif | HTAN, AWS | 2.994 GB |
| MEL36 | LSP11495.ome.tif | HTAN, AWS | 1.43 GB |
| MEL37 | LSP11503.ome.tif | HTAN, AWS | 6.035 GB |
| MEL38 | LSP11511.ome.tif | HTAN, AWS | 14.414 GB |
| MEL39 | LSP11519.ome.tif | HTAN, AWS | 1.128 GB |
| MEL40 | LSP11527.ome.tif | HTAN, AWS | 3.413 GB |
| MEL41 | LSP11535.ome.tif | HTAN, AWS | 3.413 GB |
| MEL42 | LSP11543.ome.tif | HTAN, AWS | 10.07 GB |
| MEL44 | LSP11559.ome.tif | HTAN, AWS | 2.675 GB |
| MEL45 | LSP11567.ome.tif | HTAN, AWS | 2.314 GB |
| MEL47 | LSP11583.ome.tif | HTAN, AWS | 2.314 GB |
| MEL48 | LSP11591.ome.tif | HTAN, AWS | 4.061 GB |
| MEL49 | LSP11599.ome.tif | HTAN, AWS | 5.432 GB |
| MEL51 | LSP11615.ome.tif | HTAN, AWS | 3.677 GB |
| MEL52 | LSP11623.ome.tif | HTAN, AWS | 6.375 GB |
| MEL53 | LSP11631.ome.tif | HTAN, AWS | 8.728 GB |
| MEL54 | LSP11639.ome.tif | HTAN, AWS | 18.337 GB |
| MEL55 | LSP11655.ome.tif | HTAN, AWS | 6.513 GB |
| MEL56 | LSP11663.ome.tif | HTAN, AWS | 2.543 GB |
| MEL58 | LSP11687.ome.tif | HTAN, AWS | 7.257 GB |
| MEL59 | LSP11695.ome.tif | HTAN, AWS | 3.565 GB |
| MEL60 | LSP11703.ome.tif | HTAN, AWS | 3.908 GB |
| MEL61 | LSP11711.ome.tif | HTAN, AWS | 17.854 GB |
| MEL62 | LSP11719.ome.tif | HTAN, AWS | 1.087 GB |
| MEL64 | LSP11735.ome.tif | HTAN, AWS | 7.236 GB |
| MEL65 | LSP11743.ome.tif | HTAN, AWS | 5.045 GB |
| MEL66 | LSP11751.ome.tif | HTAN, AWS | 1.374 GB |
| MEL67 | LSP11759.ome.tif | HTAN, AWS | 4.878 GB |
| MEL68 | LSP11767.ome.tif | HTAN, AWS | 3.671 GB |
| MEL68 | LSP11775.ome.tif | HTAN, AWS | 6.278 GB |
| MEL69 | LSP11783.ome.tif | HTAN, AWS | 4.061 GB |
| MEL50 | LSP12427.ome.tif | HTAN, AWS | 5.525 GB |
| MEL70 | LSP13074_20220526_202440_361948.ome.tiff | HTAN, AWS | 19.208 GB |
| MEL71 | LSP13082_20220526_202440_397948.ome.tiff | HTAN, AWS | 27.177 GB |
| MEL72 | LSP13090_20220526_202440_378948.ome.tiff | HTAN, AWS | 22.75 GB |
| MEL73 | LSP13098_20220526_202440_345948.ome.tiff | HTAN, AWS | 19.773 GB |
| MEL74 | LSP17553.ome.tif | HTAN, AWS | 4.52 GB |
| MEL75 | LSP17557.ome.tif | HTAN, AWS | 6.296 GB |
| MEL76 | LSP17561.ome.tif | HTAN, AWS | 2.946 GB |
| MEL77 | LSP17565.ome.tif | HTAN, AWS | 4.064 GB |
| MEL78 | LSP17569.ome.tif | HTAN, AWS | 3.608 GB |
| MEL79 | LSP17573.ome.tif | HTAN, AWS | 2.345 GB |
| MEL80 | LSP17577.ome.tif | HTAN, AWS | 1.444 GB |
| MEL81 | LSP17581.ome.tif | HTAN, AWS | 1.939 GB |
| MEL82 | LSP17585.ome.tif | HTAN, AWS | 6.256 GB |
| MEL83 | LSP17589.ome.tif | HTAN, AWS | 3.114 GB |
| MEL84 | LSP17593.ome.tif | HTAN, AWS | 1.188 GB |
| MEL85/MEL86 | LSP17597.ome.tif | HTAN, AWS | 1.214 GB |
| Patient ID | File Name | Location | File size | CyCIF Panel |
|---|---|---|---|---|
| MEL14 | LSP11314-mask-cell.ome.tif | HTAN, AWS | 14.343 GB | p16_e41_PCAII_tumorintrinsic |
| MEL14 | LSP11315-mask-cell.ome.tif | HTAN, AWS | 11.994 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL15 | LSP11322-mask-cell.ome.tif | HTAN, AWS | 2.233 GB | p16_e41_PCAII_tumorintrinsic |
| MEL16 | LSP11330-mask-cell.ome.tif | HTAN, AWS | 9.368 GB | p16_e41_PCAII_tumorintrinsic |
| MEL16 | LSP11331-mask-cell.ome.tif | HTAN, AWS | 8.421 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL17 | LSP11339-mask-cell.ome.tif | HTAN, AWS | 329.7 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL18 | LSP11347-mask-cell.ome.tif | HTAN, AWS | 4.832 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL18 | LSP11349-mask-cell.ome.tif | HTAN, AWS | 4.761 GB | p16_e41_PCAII_tumorintrinsic |
| MEL19 | LSP11354-mask-cell.ome.tif | HTAN, AWS | 3.126 GB | p16_e41_PCAII_tumorintrinsic |
| MEL19 | LSP11355-mask-cell.ome.tif | HTAN, AWS | 2.578 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL21 | LSP11371-mask-cell.ome.tif | HTAN, AWS | 2.187 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL21 | LSP11373-mask-cell.ome.tif | HTAN, AWS | 2.105 GB | p16_e41_PCAII_tumorintrinsic |
| MEL22 | LSP11378-mask-cell.ome.tif | HTAN, AWS | 23.788 GB | p16_e41_PCAII_tumorintrinsic |
| MEL22 | LSP11379-mask-cell.ome.tif | HTAN, AWS | 19.1 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL23 | LSP11386-mask-cell.ome.tif | HTAN, AWS | 15.457 GB | p16_e41_PCAII_tumorintrinsic |
| MEL23 | LSP11387-mask-cell.ome.tif | HTAN, AWS | 13.218 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL24 | LSP11394-mask-cell.ome.tif | HTAN, AWS | 2.169 GB | p16_e41_PCAII_tumorintrinsic |
| MEL24 | LSP11395-mask-cell.ome.tif | HTAN, AWS | 3.444 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL25 | LSP11402-mask-cell.ome.tif | HTAN, AWS | 5.203 GB | p16_e41_PCAII_tumorintrinsic |
| MEL25 | LSP11403-mask-cell.ome.tif | HTAN, AWS | 5.203 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL26 | LSP11410-mask-cell.ome.tif | HTAN, AWS | 2.662 GB | p16_e41_PCAII_tumorintrinsic |
| MEL26 | LSP11411-mask-cell.ome.tif | HTAN, AWS | 3.165 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL27 | LSP11418-mask-cell.ome.tif | HTAN, AWS | 8.951 GB | p16_e41_PCAII_tumorintrinsic |
| MEL27 | LSP11419-mask-cell.ome.tif | HTAN, AWS | 8.863 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL28 | LSP11426-mask-cell.ome.tif | HTAN, AWS | 1.074 GB | p16_e41_PCAII_tumorintrinsic |
| MEL29 | LSP11435-mask-cell.ome.tif | HTAN, AWS | 333.0 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL30 | LSP11440-mask-cell.ome.tif | HTAN, AWS | 772.6 MB | p16_e41_PCAII_tumorintrinsic |
| MEL31 | LSP11450-mask-cell.ome.tif | HTAN, AWS | 2.415 GB | p16_e41_PCAII_tumorintrinsic |
| MEL31 | LSP11451-mask-cell.ome.tif | HTAN, AWS | 2.07 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL32 | LSP11458-mask-cell.ome.tif | HTAN, AWS | 4.765 GB | p16_e41_PCAII_tumorintrinsic |
| MEL32 | LSP11459-mask-cell.ome.tif | HTAN, AWS | 4.225 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL33 | LSP11466-mask-cell.ome.tif | HTAN, AWS | 3.603 GB | p16_e41_PCAII_tumorintrinsic |
| MEL33 | LSP11467-mask-cell.ome.tif | HTAN, AWS | 3.603 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL34 | LSP11474-mask-cell.ome.tif | HTAN, AWS | 2.87 GB | p16_e41_PCAII_tumorintrinsic |
| MEL34 | LSP11475-mask-cell.ome.tif | HTAN, AWS | 2.615 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL35 | LSP11482-mask-cell.ome.tif | HTAN, AWS | 8.832 GB | p16_e41_PCAII_tumorintrinsic |
| MEL35 | LSP11483-mask-cell.ome.tif | HTAN, AWS | 9.434 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL36 | LSP11490-mask-cell.ome.tif | HTAN, AWS | 2.601 GB | p16_e41_PCAII_tumorintrinsic |
| MEL36 | LSP11498-mask-cell.ome.tif | HTAN, AWS | 913.9 MB | p16_e41_PCAII_tumorintrinsic |
| MEL37 | LSP11506-mask-cell.ome.tif | HTAN, AWS | 8.531 GB | p16_e41_PCAII_tumorintrinsic |
| MEL37 | LSP11507-mask-cell.ome.tif | HTAN, AWS | 7.618 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL38 | LSP11514-mask-cell.ome.tif | HTAN, AWS | 4.632 GB | p16_e41_PCAII_tumorintrinsic |
| MEL38 | LSP11515-mask-cell.ome.tif | HTAN, AWS | 3.629 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL39 | LSP11522-mask-cell.ome.tif | HTAN, AWS | 1.34 GB | p16_e41_PCAII_tumorintrinsic |
| MEL39 | LSP11523-mask-cell.ome.tif | HTAN, AWS | 744.6 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL40 | LSP11530-mask-cell.ome.tif | HTAN, AWS | 4.832 GB | p16_e41_PCAII_tumorintrinsic |
| MEL40 | LSP11531-mask-cell.ome.tif | HTAN, AWS | 3.444 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL41 | LSP11538-mask-cell.ome.tif | HTAN, AWS | 3.456 GB | p16_e41_PCAII_tumorintrinsic |
| MEL42 | LSP11546-mask-cell.ome.tif | HTAN, AWS | 5.165 GB | p16_e41_PCAII_tumorintrinsic |
| MEL42 | LSP11547-mask-cell.ome.tif | HTAN, AWS | 6.297 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL44 | LSP11562-mask-cell.ome.tif | HTAN, AWS | 1.167 GB | p16_e41_PCAII_tumorintrinsic |
| MEL44 | LSP11563-mask-cell.ome.tif | HTAN, AWS | 3.083 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL45 | LSP11570-mask-cell.ome.tif | HTAN, AWS | 2.615 GB | p16_e41_PCAII_tumorintrinsic |
| MEL45 | LSP11571-mask-cell.ome.tif | HTAN, AWS | 2.226 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL47 | LSP11586-mask-cell.ome.tif | HTAN, AWS | 2.285 GB | p16_e41_PCAII_tumorintrinsic |
| MEL47 | LSP11587-mask-cell.ome.tif | HTAN, AWS | 1.601 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL48 | LSP11594-mask-cell.ome.tif | HTAN, AWS | 2.691 GB | p16_e41_PCAII_tumorintrinsic |
| MEL48 | LSP11595-mask-cell.ome.tif | HTAN, AWS | 1.914 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL49 | LSP11602-mask-cell.ome.tif | HTAN, AWS | 5.585 GB | p16_e41_PCAII_tumorintrinsic |
| MEL49 | LSP11603-mask-cell.ome.tif | HTAN, AWS | 3.083 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL51 | LSP11618-mask-cell.ome.tif | HTAN, AWS | 3.444 GB | p16_e41_PCAII_tumorintrinsic |
| MEL52 | LSP11626-mask-cell.ome.tif | HTAN, AWS | 906.7 MB | p16_e41_PCAII_tumorintrinsic |
| MEL52 | LSP11627-mask-cell.ome.tif | HTAN, AWS | 4.01 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL53 | LSP11634-mask-cell.ome.tif | HTAN, AWS | 9.434 GB | p16_e41_PCAII_tumorintrinsic |
| MEL53 | LSP11635-mask-cell.ome.tif | HTAN, AWS | 7.656 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL54 | LSP11642-mask-cell.ome.tif | HTAN, AWS | 16.999 GB | p16_e41_PCAII_tumorintrinsic |
| MEL54 | LSP11643-mask-cell.ome.tif | HTAN, AWS | 14.999 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL55 | LSP11658-mask-cell.ome.tif | HTAN, AWS | 8.107 GB | p16_e41_PCAII_tumorintrinsic |
| MEL55 | LSP11659-mask-cell.ome.tif | HTAN, AWS | 6.609 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL56 | LSP11667-mask-cell.ome.tif | HTAN, AWS | 2.05 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL58 | LSP11690-mask-cell.ome.tif | HTAN, AWS | 7.566 GB | p16_e41_PCAII_tumorintrinsic |
| MEL58 | LSP11691-mask-cell.ome.tif | HTAN, AWS | 7.218 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL59 | LSP11698-mask-cell.ome.tif | HTAN, AWS | 3.32 GB | p16_e41_PCAII_tumorintrinsic |
| MEL60 | LSP11706-mask-cell.ome.tif | HTAN, AWS | 2.967 GB | p16_e41_PCAII_tumorintrinsic |
| MEL60 | LSP11707-mask-cell.ome.tif | HTAN, AWS | 2.265 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL61 | LSP11714-mask-cell.ome.tif | HTAN, AWS | 19.632 GB | p16_e41_PCAII_tumorintrinsic |
| MEL62 | LSP11720-mask-cell.ome.tif | HTAN, AWS | 546.1 MB | p16_e41_PCAII_tumorintrinsic |
| MEL64 | LSP11738-mask-cell.ome.tif | HTAN, AWS | 6.359 GB | p16_e41_PCAII_tumorintrinsic |
| MEL64 | LSP11739-mask-cell.ome.tif | HTAN, AWS | 5.713 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL65 | LSP11746-mask-cell.ome.tif | HTAN, AWS | 3.397 GB | p16_e41_PCAII_tumorintrinsic |
| MEL65 | LSP11747-mask-cell.ome.tif | HTAN, AWS | 3.686 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL66 | LSP11754-mask-cell.ome.tif | HTAN, AWS | 685.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL67 | LSP11762-mask-cell.ome.tif | HTAN, AWS | 3.165 GB | p16_e41_PCAII_tumorintrinsic |
| MEL68 | LSP11770-mask-cell.ome.tif | HTAN, AWS | 3.456 GB | p16_e41_PCAII_tumorintrinsic |
| MEL68 | LSP11771-mask-cell.ome.tif | HTAN, AWS | 3.84 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL68 | LSP11778-mask-cell.ome.tif | HTAN, AWS | 2.792 GB | p16_e41_PCAII_tumorintrinsic |
| MEL69 | LSP11786-mask-cell.ome.tif | HTAN, AWS | 2.87 GB | p16_e41_PCAII_tumorintrinsic |
| MEL50 | LSP12422-mask-cell.ome.tif | HTAN, AWS | 4.451 GB | RP-p16-e24_PCAphaseII_lineage |
| MEL50 | LSP12424-mask-cell.ome.tif | HTAN, AWS | 5.142 GB | p16_e41_PCAII_tumorintrinsic |
| MEL70 | LSP13078-mask-cell.ome.tif | HTAN, AWS | 20.733 GB | p135_e9_PCAlineage |
| MEL73 | LSP13102-mask-cell.ome.tif | HTAN, AWS | 22.392 GB | p135_e9_PCAlineage |
| MEL71 | LSP13179-mask-cell.ome.tif | HTAN, AWS | 28.408 GB | p135_e9_PCAlineage |
| MEL72 | LSP13186-mask-cell.ome.tif | HTAN, AWS | 16.999 GB | p135_e9_PCAlineage |
| MEL74 | LSP15120-mask-cell.ome.tif | HTAN, AWS | 18.845 GB | p135_e9_PCAlineage |
| MEL75 | LSP15129-mask-cell.ome.tif | HTAN, AWS | 23.788 GB | p135_e9_PCAlineage |
| MEL76 | LSP15138-mask-cell.ome.tif | HTAN, AWS | 7.782 GB | p135_e9_PCAlineage |
| MEL78 | LSP15156-mask-cell.ome.tif | HTAN, AWS | 20.268 GB | p135_e9_PCAlineage |
| MEL79 | LSP15165-mask-cell.ome.tif | HTAN, AWS | 10.406 GB | p135_e9_PCAlineage |
| MEL80 | LSP15174-mask-cell.ome.tif | HTAN, AWS | 5.945 GB | p135_e9_PCAlineage |
| MEL81 | LSP15183-mask-cell.ome.tif | HTAN, AWS | 10.14 GB | p135_e9_PCAlineage |
| MEL82 | LSP15192-mask-cell.ome.tif | HTAN, AWS | 20.939 GB | p135_e9_PCAlineage |
| MEL83 | LSP15201-mask-cell.ome.tif | HTAN, AWS | 11.666 GB | p135_e9_PCAlineage |
| MEL84 | LSP15210-mask-cell.ome.tif | HTAN, AWS | 6.297 GB | p135_e9_PCAlineage |
| MEL85/MEL86 | LSP15219-mask-cell.ome.tif | HTAN, AWS | 9.877 GB | p135_e9_PCAlineage |
| Patient ID | File Name | Location | File size | CyCIF Panel |
|---|---|---|---|---|
| MEL14 | LSP11314--unmicst_cellRing.csv | HTAN, AWS | 128.5 MB | p16_e41_PCAII_tumorintrinsic |
| MEL14 | unmicst-LSP11315_cell.csv | HTAN, AWS | 141.2 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL15 | LSP11322--unmicst_cellRing.csv | HTAN, AWS | 31.2 MB | p16_e41_PCAII_tumorintrinsic |
| MEL16 | LSP11330--unmicst_cellRing.csv | HTAN, AWS | 128.8 MB | p16_e41_PCAII_tumorintrinsic |
| MEL16 | unmicst-LSP11331_cell.csv | HTAN, AWS | 96.9 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL17 | unmicst-LSP11339_cell.csv | HTAN, AWS | 12.6 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL18 | unmicst-LSP11347_cell.csv | HTAN, AWS | 131.5 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL18 | LSP11349--unmicst_cellRing.csv | HTAN, AWS | 128.7 MB | p16_e41_PCAII_tumorintrinsic |
| MEL19 | LSP11354--unmicst_cellRing.csv | HTAN, AWS | 104.1 MB | p16_e41_PCAII_tumorintrinsic |
| MEL19 | unmicst-LSP11355_cell.csv | HTAN, AWS | 83.9 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL21 | unmicst-LSP11371_cell.csv | HTAN, AWS | 13.8 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL21 | LSP11373--unmicst_cellRing.csv | HTAN, AWS | 29.0 MB | p16_e41_PCAII_tumorintrinsic |
| MEL22 | LSP11378--unmicst_cellRing.csv | HTAN, AWS | 286.8 MB | p16_e41_PCAII_tumorintrinsic |
| MEL22 | unmicst-LSP11379_cell.csv | HTAN, AWS | 290.9 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL23 | LSP11386--unmicst_cellRing.csv | HTAN, AWS | 245.2 MB | p16_e41_PCAII_tumorintrinsic |
| MEL23 | unmicst-LSP11387_cell.csv | HTAN, AWS | 243.5 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL24 | LSP11394--unmicst_cellRing.csv | HTAN, AWS | 34.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL24 | unmicst-LSP11395_cell.csv | HTAN, AWS | 67.1 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL25 | LSP11402--unmicst_cellRing.csv | HTAN, AWS | 112.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL25 | unmicst-LSP11403_cell.csv | HTAN, AWS | 116.4 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL26 | LSP11410--unmicst_cellRing.csv | HTAN, AWS | 39.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL26 | unmicst-LSP11411_cell.csv | HTAN, AWS | 58.2 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL27 | LSP11418--unmicst_cellRing.csv | HTAN, AWS | 132.5 MB | p16_e41_PCAII_tumorintrinsic |
| MEL27 | unmicst-LSP11419_cell.csv | HTAN, AWS | 145.9 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL28 | LSP11426--unmicst_cellRing.csv | HTAN, AWS | 9.0 MB | p16_e41_PCAII_tumorintrinsic |
| MEL29 | unmicst-LSP11435_cell.csv | HTAN, AWS | 3.8 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL30 | LSP11440--unmicst_cellRing.csv | HTAN, AWS | 16.5 MB | p16_e41_PCAII_tumorintrinsic |
| MEL31 | LSP11450--unmicst_cellRing.csv | HTAN, AWS | 37.1 MB | p16_e41_PCAII_tumorintrinsic |
| MEL31 | unmicst-LSP11451_cell.csv | HTAN, AWS | 24.5 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL32 | LSP11458--unmicst_cellRing.csv | HTAN, AWS | 38.4 MB | p16_e41_PCAII_tumorintrinsic |
| MEL32 | unmicst-LSP11459_cell.csv | HTAN, AWS | 25.3 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL33 | LSP11466--unmicst_cellRing.csv | HTAN, AWS | 50.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL33 | unmicst-LSP11467_cell.csv | HTAN, AWS | 50.7 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL34 | LSP11474--unmicst_cellRing.csv | HTAN, AWS | 47.2 MB | p16_e41_PCAII_tumorintrinsic |
| MEL34 | unmicst-LSP11475_cell.csv | HTAN, AWS | 34.9 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL35 | LSP11482--unmicst_cellRing.csv | HTAN, AWS | 81.8 MB | p16_e41_PCAII_tumorintrinsic |
| MEL35 | unmicst-LSP11483_cell.csv | HTAN, AWS | 76.3 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL36 | LSP11490--unmicst_cellRing.csv | HTAN, AWS | 19.4 MB | p16_e41_PCAII_tumorintrinsic |
| MEL36 | LSP11498--unmicst_cellRing.csv | HTAN, AWS | 11.9 MB | p16_e41_PCAII_tumorintrinsic |
| MEL37 | LSP11506--unmicst_cellRing.csv | HTAN, AWS | 58.8 MB | p16_e41_PCAII_tumorintrinsic |
| MEL37 | unmicst-LSP11507_cell.csv | HTAN, AWS | 46.1 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL38 | LSP11514--unmicst_cellRing.csv | HTAN, AWS | 60.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL38 | unmicst-LSP11515_cell.csv | HTAN, AWS | 34.3 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL39 | LSP11522--unmicst_cellRing.csv | HTAN, AWS | 15.8 MB | p16_e41_PCAII_tumorintrinsic |
| MEL39 | unmicst-LSP11523_cell.csv | HTAN, AWS | 16.7 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL40 | LSP11530--unmicst_cellRing.csv | HTAN, AWS | 51.5 MB | p16_e41_PCAII_tumorintrinsic |
| MEL40 | unmicst-LSP11531_cell.csv | HTAN, AWS | 44.6 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL41 | LSP11538--unmicst_cellRing.csv | HTAN, AWS | 66.0 MB | p16_e41_PCAII_tumorintrinsic |
| MEL42 | LSP11546--unmicst_cellRing.csv | HTAN, AWS | 49.4 MB | p16_e41_PCAII_tumorintrinsic |
| MEL42 | unmicst-LSP11547_cell.csv | HTAN, AWS | 34.0 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL44 | LSP11562--unmicst_cellRing.csv | HTAN, AWS | 26.5 MB | p16_e41_PCAII_tumorintrinsic |
| MEL44 | unmicst-LSP11563_cell.csv | HTAN, AWS | 38.3 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL45 | LSP11570--unmicst_cellRing.csv | HTAN, AWS | 40.9 MB | p16_e41_PCAII_tumorintrinsic |
| MEL45 | unmicst-LSP11571_cell.csv | HTAN, AWS | 17.8 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL47 | LSP11586--unmicst_cellRing.csv | HTAN, AWS | 85.9 MB | p16_e41_PCAII_tumorintrinsic |
| MEL47 | unmicst-LSP11587_cell.csv | HTAN, AWS | 58.6 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL48 | LSP11594--unmicst_cellRing.csv | HTAN, AWS | 69.8 MB | p16_e41_PCAII_tumorintrinsic |
| MEL48 | unmicst-LSP11595_cell.csv | HTAN, AWS | 66.1 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL49 | LSP11602--unmicst_cellRing.csv | HTAN, AWS | 69.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL49 | unmicst-LSP11603_cell.csv | HTAN, AWS | 59.4 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL51 | LSP11618--unmicst_cellRing.csv | HTAN, AWS | 76.4 MB | p16_e41_PCAII_tumorintrinsic |
| MEL52 | LSP11626--unmicst_cellRing.csv | HTAN, AWS | 46.5 KB | p16_e41_PCAII_tumorintrinsic |
| MEL52 | unmicst-LSP11627_cell.csv | HTAN, AWS | 52.9 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL53 | LSP11634--unmicst_cellRing.csv | HTAN, AWS | 57.0 MB | p16_e41_PCAII_tumorintrinsic |
| MEL53 | unmicst-LSP11635_cell.csv | HTAN, AWS | 42.5 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL54 | LSP11642--unmicst_cellRing.csv | HTAN, AWS | 126.6 MB | p16_e41_PCAII_tumorintrinsic |
| MEL54 | unmicst-LSP11643_cell.csv | HTAN, AWS | 128.7 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL55 | LSP11658--unmicst_cellRing.csv | HTAN, AWS | 149.5 MB | p16_e41_PCAII_tumorintrinsic |
| MEL55 | unmicst-LSP11659_cell.csv | HTAN, AWS | 106.6 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL56 | unmicst-LSP11667_cell.csv | HTAN, AWS | 29.1 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL58 | LSP11690--unmicst_cellRing.csv | HTAN, AWS | 226.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL58 | unmicst-LSP11691_cell.csv | HTAN, AWS | 259.8 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL59 | LSP11698--unmicst_cellRing.csv | HTAN, AWS | 86.7 MB | p16_e41_PCAII_tumorintrinsic |
| MEL60 | LSP11706--unmicst_cellRing.csv | HTAN, AWS | 32.8 MB | p16_e41_PCAII_tumorintrinsic |
| MEL60 | unmicst-LSP11707_cell.csv | HTAN, AWS | 9.4 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL61 | LSP11714--unmicst_cellRing.csv | HTAN, AWS | 77.0 MB | p16_e41_PCAII_tumorintrinsic |
| MEL62 | LSP11720--unmicst_cellRing.csv | HTAN, AWS | 10.4 MB | p16_e41_PCAII_tumorintrinsic |
| MEL64 | LSP11738--unmicst_cellRing.csv | HTAN, AWS | 41.6 MB | p16_e41_PCAII_tumorintrinsic |
| MEL64 | unmicst-LSP11739_cell.csv | HTAN, AWS | 32.8 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL65 | LSP11746--unmicst_cellRing.csv | HTAN, AWS | 46.7 MB | p16_e41_PCAII_tumorintrinsic |
| MEL65 | unmicst-LSP11747_cell.csv | HTAN, AWS | 60.7 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL66 | LSP11754--unmicst_cellRing.csv | HTAN, AWS | 13.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL67 | LSP11762--unmicst_cellRing.csv | HTAN, AWS | 31.3 MB | p16_e41_PCAII_tumorintrinsic |
| MEL68 | LSP11770--unmicst_cellRing.csv | HTAN, AWS | 39.7 MB | p16_e41_PCAII_tumorintrinsic |
| MEL68 | unmicst-LSP11771_cell.csv | HTAN, AWS | 30.8 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL68 | LSP11778--unmicst_cellRing.csv | HTAN, AWS | 57.0 MB | p16_e41_PCAII_tumorintrinsic |
| MEL69 | LSP11786--unmicst_cellRing.csv | HTAN, AWS | 73.9 MB | p16_e41_PCAII_tumorintrinsic |
| MEL50 | unmicst-LSP12422_cell.csv | HTAN, AWS | 39.7 MB | RP-p16-e24_PCAphaseII_lineage |
| MEL50 | LSP12424--unmicst_cellRing.csv | HTAN, AWS | 45.9 MB | p16_e41_PCAII_tumorintrinsic |
| MEL70 | LSP13078--unmicst_cellRing.csv | HTAN, AWS | 1.548 GB | p135_e9_PCAlineage |
| MEL73 | LSP13102--unmicst_cellRing.csv | HTAN, AWS | 547.9 MB | p135_e9_PCAlineage |
| MEL71 | LSP13179--unmicst_cellRing.csv | HTAN, AWS | 922.0 MB | p135_e9_PCAlineage |
| MEL72 | LSP13186--unmicst_cellRing.csv | HTAN, AWS | 998.0 MB | p135_e9_PCAlineage |
| MEL74 | LSP15120--unmicst_cellRing.csv | HTAN, AWS | 730.9 MB | p135_e9_PCAlineage |
| MEL75 | LSP15129--unmicst_cellRing.csv | HTAN, AWS | 1.47 GB | p135_e9_PCAlineage |
| MEL76 | LSP15138--unmicst_cellRing.csv | HTAN, AWS | 166.7 MB | p135_e9_PCAlineage |
| MEL78 | LSP15156--unmicst_cellRing.csv | HTAN, AWS | 734.8 MB | p135_e9_PCAlineage |
| MEL79 | LSP15165--unmicst_cellRing.csv | HTAN, AWS | 92.5 MB | p135_e9_PCAlineage |
| MEL80 | LSP15174--unmicst_cellRing.csv | HTAN, AWS | 558.2 MB | p135_e9_PCAlineage |
| MEL81 | LSP15183--unmicst_cellRing.csv | HTAN, AWS | 218.7 MB | p135_e9_PCAlineage |
| MEL82 | LSP15192--unmicst_cellRing.csv | HTAN, AWS | 1.682 GB | p135_e9_PCAlineage |
| MEL83 | LSP15201--unmicst_cellRing.csv | HTAN, AWS | 125.8 MB | p135_e9_PCAlineage |
| MEL84 | LSP15210--unmicst_cellRing.csv | HTAN, AWS | 371.7 MB | p135_e9_PCAlineage |
| MEL85/MEL86 | LSP15219--unmicst_cellRing.csv | HTAN, AWS | 310.1 MB | p135_e9_PCAlineage |
Please contact tissue-atlas(at)hms.harvard.edu if you have any questions related to the data.