VCF and image files available for the same patients¶
I'm a cancer researcher, and I have a hypothesis that I can correlate a specific mutation with a specific kidney cancer morphology. I'm looking for subjects that have kidney cancer with both CT and sequencing data that I might be able to incorporate into my research.
First, decide what column to search. I'm looking for columns that have to do with file type:
In [2]:
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columns(table="file")
columns(table="file")
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Loading ITables v2.9.1 from the init_notebook_mode cell...
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| ⓘtable | column | data_type | nullable | description |
|---|---|---|---|---|
| file | file_id | text | False | A unique identifier for this file minted by CDA. May change release-to-release. Contains no semantically reliable content with one exception: in the case of a DICOM series from IDC, this field will contain the crdc_series_uuid assigned by IDC to that DICOM series. Note that this crdc_series_uuid may change from one IDC release version to the next, according to IDC's data processing and identification rules. |
| file | access | text | True | Denotes controlled vs open access. |
| file | anatomic_site | text | False | One or more anatomic sites described by this file. |
| file | category | text | True | General category of file data. In the case of DICOM series from IDC, this will be decoded from the DICOM Modality code assigned to the series. |
| file | drs_uri | text | True | A resolvable DRS URI minted for this file and maintained by DCF; prefix is "drs://dg.4dfc:". In the case of a DICOM series from IDC, this will be a comma-separated list of all DICOM-instance-level DRS URIs belonging to that series. |
| file | file_description | text | True | Optional text describing this file. |
| file | file_name | text | True | File name or label (may optionally include local path prefix; this will not generally be a URI). In the case of DICOM series from IDC, this will be null. |
| file | file_type | text | True | File data type (like "CT image" or "miRNA expression quantification"). In the case of a DICOM series from IDC, this will be a decoded "SOPClassName" string corresponding to the "SOPClassUID" code assigned to DICOM instances belonging to the series. |
| file | format | text | True | File format (like JPEG, PDF or CSV). |
| file | size | bigint | True | File size in bytes. In the case of a DICOM series from IDC, the value in this field will be the sum of the sizes of all DICOM instances belonging to the series. |
| (1 more row not shown) | ||||
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column_values("file_type")
column_values("file_type")
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Loading ITables v2.9.1 from the init_notebook_mode cell...
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| ⓘfile_type | value_count |
|---|---|
| <NA> | 509447 |
| Somatic Mutation Index | 320220 |
| CT Image Storage | 266232 |
| Enhanced SR Storage | 262883 |
| Annotated Somatic Mutation | 219858 |
| Aligned Reads | 197324 |
| Segmentation Storage | 190146 |
| Aligned Reads Index | 170003 |
| Raw Simple Somatic Mutation | 161020 |
| MR Image Storage | 123481 |
| (79 more rows not shown) | |
CT image storage and annotated somatic mutation files should give me the data I want. Now to find a column to seperate out the kidney cancer subjects:
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columns()
columns()
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Loading ITables v2.9.1 from the init_notebook_mode cell...
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| ⓘtable | column | data_type | nullable | description |
|---|---|---|---|---|
| file | file_id | text | False | A unique identifier for this file minted by CDA. May change release-to-release. Contains no semantically reliable content with one exception: in the case of a DICOM series from IDC, this field will contain the crdc_series_uuid assigned by IDC to that DICOM series. Note that this crdc_series_uuid may change from one IDC release version to the next, according to IDC's data processing and identification rules. |
| file | access | text | True | Denotes controlled vs open access. |
| file | anatomic_site | text | False | One or more anatomic sites described by this file. |
| file | category | text | True | General category of file data. In the case of DICOM series from IDC, this will be decoded from the DICOM Modality code assigned to the series. |
| file | drs_uri | text | True | A resolvable DRS URI minted for this file and maintained by DCF; prefix is "drs://dg.4dfc:". In the case of a DICOM series from IDC, this will be a comma-separated list of all DICOM-instance-level DRS URIs belonging to that series. |
| file | file_description | text | True | Optional text describing this file. |
| file | file_name | text | True | File name or label (may optionally include local path prefix; this will not generally be a URI). In the case of DICOM series from IDC, this will be null. |
| file | file_type | text | True | File data type (like "CT image" or "miRNA expression quantification"). In the case of a DICOM series from IDC, this will be a decoded "SOPClassName" string corresponding to the "SOPClassUID" code assigned to DICOM instances belonging to the series. |
| file | format | text | True | File format (like JPEG, PDF or CSV). |
| file | size | bigint | True | File size in bytes. In the case of a DICOM series from IDC, the value in this field will be the sum of the sizes of all DICOM instances belonging to the series. |
| (54 more rows not shown) | ||||
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column_values("anatomic_site", filters= "*kidney*" )
column_values("anatomic_site", filters= "*kidney*" )
CRITICAL [2026-09-01 21:22:36,566] discover.py line 1183, in column_values(): column_values(): ERROR: Unexpected data type `int64` received; aborting. Please report this event to the CDA development team.
Looks like there are lots of kidney patients, however kidney has been specified a few different ways, so I'll have to search with a wildcard. This makes my three search parameters:
'anatomic_site = *kidney'(the*means match anything that ends with kidney no matter what words or letters are after it.)'file_type = CT Image Storage''file_type = Annotated Somatic Mutation'
But if I run a search with file_type in it twice, it will only give me back files that are both a CT Image Storage AND an Annotated Somatic Mutation. No one file can be both of those things, so what I will really want is to do two searches, one for kidney and CT:
get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = CT Image Storage'])
and one for kidney and mutation:
get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = Annotated Somatic Mutation'])
and then combine the results.
I want subject data, so I'll search by subject, and I'll add the file data on so I know where to get the files. Again * means "anything" so doing add_columns = "file.*" will add all the file columns.
So all together we have
Get the results for each search and save them in variables:
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CT = get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = CT Image Storage'], add_columns="file.*")
mutation = get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = Annotated Somatic Mutation'], add_columns="file.*")
CT = get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = CT Image Storage'], add_columns="file.*")
mutation = get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = Annotated Somatic Mutation'], add_columns="file.*")
get the intersection of the results:
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CTmutation = intersect_subject_results(CT, mutation)
CTmutation
CTmutation = intersect_subject_results(CT, mutation)
CTmutation
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Loading ITables v2.9.1 from the init_notebook_mode cell...
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| ⓘsubject_id | cause_of_death | ethnicity | race | species | year_of_birth | year_of_death | data_source | file_type | anatomic_site | file_id | file_name | file_description | drs_uri | access | size | format | category | tumor_vs_normal |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CPTAC.C3L-00608 | <NA> | Non-Hispanic | White | human | 1955 | <NA> | [GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [071a2d48-c53d-47ba-b00b-8d9303e47985, 0f44b7ec-9a9b-420b-b41a-d51ef6c8c600, 0fd9d84c-9fcb-47a5-939b-e406362728ec, 1c1fffdf-5f0b-4bc3-961d-0ba811ee956a, 1f807097-cc6b-425c-8400-71c8a897f1d1, 24d8f6ea-da6d-4f89-8268-5ae257937f80, 26860da3-6cbd-44a2-840f-7cc0951dea5f, 26f4398a-1d4e-4e3a-93a1-6373fbec226a, 4217bb8a-0f2f-42ea-8e40-45f1391c201b, 7507c71c-0f11-4e62-8b44-c50b7aedf6eb, 7bce7ab3-bc03-48cc-a986-bd1e8d85a885, 83a042d6-9723-4c03-a544-61c258e9b376, 8898980a-fe3c-45e1-8d39-666f4d7bf93a, 9a6f1459-0c98-44a0-977c-bbbf9ed37f86, a17db5a7-30a4-4683-86f2-1a98833f9c9e, a386dfbd-0653-452a-bd73-8b3f98fd7a4a, a79f0434-e79a-4355-9fa7-f6060ad2b26d, b0000a0e-a3d0-4687-9807-5c0c40463f8a, be40035e-86ee-4837-bd3e-5834a9d8e2bb, c3dc6ec6-9a7e-4e98-bf56-036df1dcaad0] | [08f577dc-1e8b-43fb-b666-47a1158829fb.wxs.Pindel.aliquot.maf.gz, 30c5c8b3-fcdc-4210-94df-b6039c9e5ba4.wxs.MuTect2.aliquot.maf.gz, 5014934b-8a0b-4a15-9219-fd8ad08a5e1d.wxs.VarScan2.aliquot.maf.gz, CPTAC_3.0af5b84b-417c-4bb7-b234-1120b8c9300e.wgs.GATK4_MuTect2_Pair.somatic_annotation.vcf.gz, CPTAC_3.463f8c61-b01f-48b9-85c8-26337902ba01.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.46e0d94c-bba3-486e-9dc6-62cf9df4c980.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.747bac1b-c21e-4dab-880b-4b22fbc0e59c.wxs.Pindel.somatic_annotation.vcf.gz, CPTAC_3.f6d3633b-de9c-4f49-b370-bd540313158d.wxs.MuTect2.somatic_annotation.vcf.gz, CPTAC_3.f7d1208f-a856-4860-8787-7dcca546b70d.wxs.VarScan2.somatic_annotation.vcf.gz, bfedcc21-4795-4b28-b4df-4e76ba057473.wxs.MuSE.aliquot.maf.gz] | [COR 2X2, DIAPHRAM TO CREST 3 MIN, KIDNEYS WO, NEPHRO PHASE A/P, SAG 2X2, SCOUT] | 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drs://dg.4dfc:0fd9d84c-9fcb-47a5-939b-e406362728ec, drs://dg.4dfc:26860da3-6cbd-44a2-840f-7cc0951dea5f, drs://dg.4dfc:26f4398a-1d4e-4e3a-93a1-6373fbec226a, drs://dg.4dfc:7507c71c-0f11-4e62-8b44-c50b7aedf6eb, drs://dg.4dfc:a17db5a7-30a4-4683-86f2-1a98833f9c9e, drs://dg.4dfc:a386dfbd-0653-452a-bd73-8b3f98fd7a4a, drs://dg.4dfc:a70c4b06-a592-4751-a624-d16d18fd6290,drs://dg.4dfc:d6e8322c-56c2-48bb-b5d3-7d47cdc0d7f0, drs://dg.4dfc:a79f0434-e79a-4355-9fa7-f6060ad2b26d, drs://dg.4dfc:b0000a0e-a3d0-4687-9807-5c0c40463f8a, drs://dg.4dfc:be40035e-86ee-4837-bd3e-5834a9d8e2bb, drs://dg.4dfc:c3dc6ec6-9a7e-4e98-bf56-036df1dcaad0] | [controlled, open] | [20778, 26233, 62492, 77098, 114003, 129747, 284622, 1392575, 2252256, 2692408, 3115404, 62976528, 63499286, 64563394, 73854040, 73854042, 74376068, 103388250, 103395212, 105505536] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-00610 | <NA> | Non-Hispanic | White | human | 1959 | <NA> | [GC, GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [02e2e5b8-7274-4719-a956-f78015f41d53, 0d65fc0a-22b0-4e4a-88ea-4494816f3e59, 11f898a3-16f3-4ec2-92d9-ea132bfda5a3, 126ad349-c9ca-4e93-8e56-ed1e46e09a59, 171ae306-de96-44c5-8bf7-455db1e3e8ac, 1db82177-c160-40bf-bd9b-8a588334bc46, 27606b3e-078f-4052-abfb-386a886d1e98, 2cedd424-7a94-4974-b24d-a1f8572f01c5, 3426bf0b-56fe-45ba-891a-41bb6f3ddce4, 50e21aa5-29b0-4990-a195-65756bb4d156, 53e892c4-2311-4e4f-ad84-e0fc1a49bb59, 6dcb2dac-de17-4350-a02c-af9c85217b13, 77fe3db2-f843-4911-9a8e-a6167a41e59e, 8486cbf8-822e-497c-b2e1-3d2b8f92a263, 87b49115-2f96-492d-a92f-ed82e47dcab8, 93d2019f-988e-429a-a767-a5945ca01a34, a85d73c3-8bd3-4a1c-9e6c-797a3f0804f1, aa270dfd-164b-44c7-9196-f10cecc3425e, c6616bac-495f-45af-974b-a5f6d02a7f44, d48d16c7-9abc-4788-8028-78d3c95d7294, e3adc891-5f45-46b0-947f-cdbcbe3eb159, e5fb46c6-1bf8-46c2-aa7f-1dde1d55e473, ee1f5b12-7f70-405a-b5e0-ae51d42c6596, f54d4909-7ba2-4719-8612-d610e4eff28c, f7b5c5ad-ae64-4769-a60b-f8c35b988508, f80f6619-bb12-4c48-955b-9ced37732e13] | [1c750c16-27cb-4f53-94d2-04176abaab17.wxs.VarScan2.aliquot.maf.gz, 39ec814b-4d66-4005-b118-ebd9d4dc86db.wxs.MuTect2.aliquot.maf.gz, CPTAC_3.0ca73c3a-2d2f-40eb-8df6-782212644550.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.37ffb2f9-7460-4392-bdeb-4150eb3c7e13.wxs.Pindel.somatic_annotation.vcf.gz, CPTAC_3.3b136f52-173e-412f-be31-83dc34d546a1.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.62c729e8-b951-4ab8-a88d-0f4c5cdd89f2.wxs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.e3c0a7e4-109f-476a-b4c1-d00f7b1af580.wxs.MuTect2.somatic_annotation.vcf.gz, c37abb9e-b8f0-4dd0-b6f9-708f27b25c32.wxs.Pindel.aliquot.maf.gz, eda51283-9040-4fa2-8e94-8fe60e8d0772.wxs.MuSE.aliquot.maf.gz] | [0.625's Axial soft (DR 30%), 5'S AXIAL SOFT, 5MM---150SEC POST INJ. DELAY, COR 2X2 BODY, Recon 2:, Reformatted, SAG 2X2 BODY, SCOUT, SOFT 5s] | 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drs://dg.4dfc:0e36d9aa-744a-460c-af0b-a04f55f1cb57,drs://dg.4dfc:ee76aba2-b35c-4144-9096-dcfee7b79945, drs://dg.4dfc:11f898a3-16f3-4ec2-92d9-ea132bfda5a3, drs://dg.4dfc:126ad349-c9ca-4e93-8e56-ed1e46e09a59, drs://dg.4dfc:171ae306-de96-44c5-8bf7-455db1e3e8ac, drs://dg.4dfc:2a77123b-0443-4798-845a-36e766bdb8b1,drs://dg.4dfc:fc46b498-89f5-4488-afa4-1e93fa963de6, drs://dg.4dfc:2bbf8b8b-9757-4c4a-884c-b97b257f0935,drs://dg.4dfc:fff095fa-0734-4313-a225-0a81be55edec, drs://dg.4dfc:3426bf0b-56fe-45ba-891a-41bb6f3ddce4, drs://dg.4dfc:50e21aa5-29b0-4990-a195-65756bb4d156, drs://dg.4dfc:a85d73c3-8bd3-4a1c-9e6c-797a3f0804f1, drs://dg.4dfc:aa270dfd-164b-44c7-9196-f10cecc3425e, drs://dg.4dfc:f54d4909-7ba2-4719-8612-d610e4eff28c, drs://dg.4dfc:f7b5c5ad-ae64-4769-a60b-f8c35b988508] | [controlled, open] | [109935, 139758, 252893, 306848, 307835, 442422, 2020768, 2998570, 3592608, 3592616, 5727362, 6942110, 32263868, 47552900, 49713580, 76943298, 80686262, 81740990, 82791502, 83037722, 88537518, 96161246, 99671366, 101775608, 395082054] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-00766 | <NA> | Non-Hispanic | White | human | 1959 | <NA> | [GC, GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [449f3e1d-8744-4853-9124-9d5b20413f7f, 453dc667-76cc-48e3-bc52-3306cb1f59ef, 48313587-d141-4bcd-b0b7-7972602e0ebe, 4d2e3e91-1f3f-4c4d-b55c-e892a5fb7b9d, 5008f3bc-7885-4c69-9731-3a3486e8ad95, 57755fb8-ab53-416e-8145-d0c532232554, 5b2a33cf-0b82-451b-87c6-265cdcf9a606, 6fa0b634-7567-4a1e-913e-a987caa05f4d, 722da7c7-678f-4cb4-b034-deee2751b07c, 75c01335-1feb-4d15-bd21-f9f508233614, 98cb54cd-28f1-4086-8b7c-9a40106fc7d3, a6c31483-a875-4423-a36c-d2bdfc18a5bd, b5dd6cbc-bda0-4a2c-a4ef-cefb78033203, b99faa76-8abc-4b18-9f71-d212b95db060, c87841ec-de25-4a44-bfc9-45e5b65c98e6, e46c7152-0e25-4c3e-823d-e945616c0b54, e6773d19-104c-454c-9dfd-b7f461f1d6a2] | [00911315-2d37-4099-a311-0c0218040630.wxs.VarScan2.aliquot.maf.gz, 00be9404-57ce-4913-8cd5-a8ab940b228e.wxs.MuTect2.aliquot.maf.gz, CPTAC_3.2510abd3-3383-447f-8c03-3bbc32fe8c0b.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.5b78e3b5-c7cb-4610-9861-7bb84c93c782.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.6daad949-66cc-4c5f-a2a2-565b51dcdded.wxs.Pindel.somatic_annotation.vcf.gz, CPTAC_3.99f744bc-4379-4bf9-805d-6733286f71b0.wxs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.c1269ebd-ccac-4f05-9a10-7af469868a3d.wxs.MuTect2.somatic_annotation.vcf.gz, CPTAC_3.d1f6a65f-1f5c-4e56-bdbb-b95ad71f669d.wgs.SvABA_Somatic.somatic_annotation.vcf.gz, CPTAC_3.fdc23ff9-f02e-4af7-96e3-663e0ba8d748.wgs.GATK4_MuTect2_Pair.somatic_annotation.vcf.gz, c22ac0fa-5402-4fc2-8b04-e67cea803786.wxs.Pindel.aliquot.maf.gz, edb19904-1e6c-481d-9a8b-e692b5db8bf2.wxs.MuSE.aliquot.maf.gz] | [CT Abdomen1 Cor 3 Avg, CT Abdomen2 Sag 5 Avg, ENTEROGRAPHY, Recon 3: ENTEROGRAPHY, SCOUT, SOFT 5s] | 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//dg.4dfc:f38d207f-d0bd-4819-9658-3548c1e239ea,drs://dg.4dfc:f592a23d-6cfe-4511-9af6-64acffdd4bcb,drs://dg.4dfc:f65cc74e-d71d-4619-bf02-e79128e7ce10,drs://dg.4dfc:fb8c587f-5612-46f8-816e-60fb22c3e0d1,drs://dg.4dfc:fd416129-16d1-4294-8716-0d145cf709e4,drs://dg.4dfc:fdb07438-70f4-401e-a528-66ad7db542c0,drs://dg.4dfc:ff7c1ed9-cbaf-4f7e-87fe-14cc708a5b08, drs://dg.4dfc:449f3e1d-8744-4853-9124-9d5b20413f7f, drs://dg.4dfc:48313587-d141-4bcd-b0b7-7972602e0ebe, drs://dg.4dfc:4d2e3e91-1f3f-4c4d-b55c-e892a5fb7b9d, drs://dg.4dfc:5b2a33cf-0b82-451b-87c6-265cdcf9a606, drs://dg.4dfc:6fa0b634-7567-4a1e-913e-a987caa05f4d, drs://dg.4dfc:722da7c7-678f-4cb4-b034-deee2751b07c, drs://dg.4dfc:9888658b-0cba-4810-9a1e-8603b337a2ad,drs://dg.4dfc:b855f6b4-dadd-4db7-8d64-182b74f2b4f7, drs://dg.4dfc:b5dd6cbc-bda0-4a2c-a4ef-cefb78033203, drs://dg.4dfc:b99faa76-8abc-4b18-9f71-d212b95db060, drs://dg.4dfc:c87841ec-de25-4a44-bfc9-45e5b65c98e6, drs://dg.4dfc:e46c7152-0e25-4c3e-823d-e945616c0b54, drs://dg.4dfc:e6773d19-104c-454c-9dfd-b7f461f1d6a2] | [controlled, open] | [20909, 122381, 150724, 205641, 250534, 256944, 279601, 407886, 1558494, 3592608, 7317648, 9006179, 44827800, 53948606, 74361502, 107362820, 214738834] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-00792 | <NA> | <NA> | White | human | 1926 | <NA> | [GC, GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [0cef223d-b4d8-4d7e-b008-ca515efcaaad, 14d1027a-4845-42d5-9914-dbfe96ca70b1, 16086864-d5cd-4a9e-8cde-6f670a141789, 19cf2bf8-1958-419a-8f35-712fc9d52fa7, 2ae592af-7c2e-400a-8398-e64dcce645c8, 2fe1ca6f-f146-4f2b-b6b2-18e325ddeac5, 46448569-151b-48c5-85ee-0882e3788253, 5788fda5-908e-4466-a02d-19174fca8aa3, 7119556f-1cc4-44f8-bccf-13278097cf70, 9328c107-a499-47fa-9520-ffc5642ecb6d, b62c1349-7fb5-4f0d-8865-7446a2774634, c0447077-d19f-497e-a087-f213db60c441, ce2eac61-4090-4030-923d-144136311201, db2218d6-b64c-4767-a57a-4a54b20db96a, ec34d43f-37d1-4d9a-a845-c9b25b0fc43b, f2bad4b1-ba9f-4636-8134-29da935dfda3, f77134fb-d20d-4c03-9200-2e9db2ff8981] | [08569580-03af-469f-820b-9ba08bcb90a5.wxs.VarScan2.aliquot.maf.gz, 7ff7ef11-81a6-4ac0-8294-9d6e6e6f5225.wxs.MuTect2.aliquot.maf.gz, CPTAC_3.03007089-74e3-4a47-bee7-06478b599400.wgs.SvABA_Somatic.somatic_annotation.vcf.gz, CPTAC_3.3cc3864d-9b88-4be1-8468-f9d86fc0e243.wxs.Pindel.somatic_annotation.vcf.gz, CPTAC_3.42e557d2-45c0-4f75-b19c-e59b341f0218.wxs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.b217832e-5254-40fb-a399-85b3f7dbd8d6.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.d9faa217-084e-46fa-8e57-6124027b8f4e.wgs.GATK4_MuTect2_Pair.somatic_annotation.vcf.gz, CPTAC_3.dcf5ceda-934d-4652-b82c-5000c334f05a.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.f266882d-5715-44e8-89bb-f41af59b9b57.wxs.MuTect2.somatic_annotation.vcf.gz, cf223276-3d4f-4b64-897a-ba568a2d4886.wxs.Pindel.aliquot.maf.gz, eadff52b-9a92-4cf4-9113-20c65a0b4687.wxs.MuSE.aliquot.maf.gz] | [2.5, DELAYED, ENHANCED ABD OR ABD/PEL, Reformatted, SCOUT] | 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drs://dg.4dfc:0cef223d-b4d8-4d7e-b008-ca515efcaaad, drs://dg.4dfc:14d1027a-4845-42d5-9914-dbfe96ca70b1, drs://dg.4dfc:2ae592af-7c2e-400a-8398-e64dcce645c8, drs://dg.4dfc:36d5b8fe-9427-419b-b35e-5c5adc750e75,drs://dg.4dfc:79d068ca-3d2f-4c9f-b3f6-88595059c9f8, drs://dg.4dfc:5788fda5-908e-4466-a02d-19174fca8aa3, drs://dg.4dfc:7119556f-1cc4-44f8-bccf-13278097cf70, drs://dg.4dfc:9328c107-a499-47fa-9520-ffc5642ecb6d, drs://dg.4dfc:ce2eac61-4090-4030-923d-144136311201, drs://dg.4dfc:db2218d6-b64c-4767-a57a-4a54b20db96a, drs://dg.4dfc:ec34d43f-37d1-4d9a-a845-c9b25b0fc43b, drs://dg.4dfc:f2bad4b1-ba9f-4636-8134-29da935dfda3, drs://dg.4dfc:f77134fb-d20d-4c03-9200-2e9db2ff8981] | [controlled, open] | [46603, 139347, 183789, 299354, 370557, 435067, 477272, 1269911, 2202117, 3915124, 5072995, 6055274, 45452410, 45453654, 72227702, 87516808, 90375502] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-00799 | <NA> | Non-Hispanic | White | human | 1975 | <NA> | [GC, GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [1273427e-2d4e-4515-ad48-c097a0de5c5f, 130b1b31-31c6-4f58-9667-7a97aba72ab2, 1f3e5a3b-2577-4537-8710-15e72152def1, 25be0c15-a617-49f2-b01e-b6bb6d4a8a5d, 4017646a-8934-4127-b373-7438fe74d526, 48707420-1e3b-4622-af05-b4b3e40c72c9, 6d2ed5dd-9408-49e0-a3ab-a0f4dee86c08, 6f44d7ee-07c4-4185-bddf-5ca71c90fbb8, 7648d6a9-c385-424d-97ed-cad21912229b, a27a139b-d706-485b-8946-0d432819b972, a6f7a8f8-66fc-44e2-bd24-d4c74ec8be05, ad67c181-4aac-4c78-8f5a-5ebba1a6e5b2, bd0d538a-0337-47c1-9b35-d93f138dea7d, ed44f427-7b5e-4088-b3e3-8d7fa394bed8] | [5ab25d06-e269-47fd-9240-e8a04096dcac.wxs.VarScan2.aliquot.maf.gz, 61108110-71b5-46b3-8cc0-c80daea29bc0.wxs.MuSE.aliquot.maf.gz, CPTAC_3.65f1ccc5-9dd5-4de3-83a4-bac19953e3f7.wxs.MuTect2.somatic_annotation.vcf.gz, CPTAC_3.697d108e-b012-4c74-b2fe-b460f96e2c1d.wxs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.6fe4c317-a51f-4315-9c75-405df08573a7.wxs.Pindel.somatic_annotation.vcf.gz, CPTAC_3.a1c96438-ac52-4168-b7ae-4c04f6a9cdc6.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.cb32afb3-c9e1-4b57-8fbd-e300466cc658.wxs.MuSE.somatic_annotation.vcf.gz, da830625-67a4-4258-becf-d133c8b0e237.wxs.MuTect2.aliquot.maf.gz, e8a0de25-93fe-42ca-8f88-5651239f61a4.wxs.Pindel.aliquot.maf.gz] | [2x2 coronal avg, 2x2 sagital avg, Processed Images, Recon 2: VENOGRAM A/P, SCOUT] | 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drs://dg.4dfc:1273427e-2d4e-4515-ad48-c097a0de5c5f, drs://dg.4dfc:130b1b31-31c6-4f58-9667-7a97aba72ab2, drs://dg.4dfc:182272d4-3b9d-4baa-9942-62c86d243fce,drs://dg.4dfc:91a53be7-8a0a-4a81-8c89-a0c53207b70d, drs://dg.4dfc:25be0c15-a617-49f2-b01e-b6bb6d4a8a5d, drs://dg.4dfc:6d2ed5dd-9408-49e0-a3ab-a0f4dee86c08, drs://dg.4dfc:6f44d7ee-07c4-4185-bddf-5ca71c90fbb8, drs://dg.4dfc:a27a139b-d706-485b-8946-0d432819b972, drs://dg.4dfc:a6f7a8f8-66fc-44e2-bd24-d4c74ec8be05, drs://dg.4dfc:ad67c181-4aac-4c78-8f5a-5ebba1a6e5b2, drs://dg.4dfc:bd0d538a-0337-47c1-9b35-d93f138dea7d] | [controlled, open] | [119016, 162987, 294891, 422333, 510917, 659640, 2256699, 3919284, 5860473, 7264125, 54368674, 84368468, 112644824, 113897584] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-00812 | <NA> | <NA> | White | human | 1942 | <NA> | [GC, GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [1cd1e5b0-fb29-45a9-badf-a3fe965dd242, 23e33ff0-bc10-42e0-9f7e-a091401278f5, 2c047843-ddda-473b-b441-d696fde018a8, 32573488-55dd-482e-a3a4-bff1279375b6, 38f4b4de-e8e2-421f-8b7d-196af818f937, 46868263-6799-42f5-b7fe-b725ffe6fc58, 524bab59-df28-436e-8d01-0e013c983ea0, 5be5a15b-2064-4068-baed-b8487c2af546, 6ecdc993-f88e-4ac0-810e-4bd3244f5f5b, 75bdacd2-5c74-4207-874c-da0ebf3a236e, 80b48fe8-ead1-44ec-9e2a-d86715ec7598, 88263475-a9fe-4cad-95de-40c8723c0bae, a796bd4a-efd0-42d0-b71e-90ccbb2bfe12, b3ac9e7d-afa3-4c1b-9099-ea198a7bb1ca, e5bc2648-3fc3-4f90-bc4e-0fa203ad54a8, e92da7e7-7722-43c0-b988-b636efe110c0, ed62cfc1-d1b9-4356-b439-5249d8ec6e53] | [01b5ecdb-f785-47c8-ba88-22130b3b972f.wxs.MuTect2.aliquot.maf.gz, 1e0ee3b3-fdf1-40a0-a5c5-69b5255fbcb5.wxs.VarScan2.aliquot.maf.gz, 5548d8a0-50d3-4332-b2fc-5e918fe1cb96.wxs.Pindel.aliquot.maf.gz, CPTAC_3.105fffec-ddc3-4eaf-a3e0-d3f29688c9fc.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.24f16637-31c3-45a2-b037-6be160eae6ba.wxs.Pindel.somatic_annotation.vcf.gz, CPTAC_3.2aaec293-4c3a-4048-ab27-8dee9318d71b.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.bd1e4d01-c3ca-4804-9ed8-7b276d5c9d67.wxs.MuTect2.somatic_annotation.vcf.gz, CPTAC_3.e6fb52c5-a7ef-45c0-9287-7713786c8479.wxs.VarScan2.somatic_annotation.vcf.gz, c07ee03e-6c27-4a8d-ad3f-1d18e63a8a58.wxs.MuSE.aliquot.maf.gz] | [80/60, ABD W/O, CTA COR 2X2, Nephrographic 80/60, Recon 2: ABD W/O, SCOUT] | 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drs://dg.4dfc:32573488-55dd-482e-a3a4-bff1279375b6, drs://dg.4dfc:3e047f7b-1c31-4b71-b12b-a1f8f821a5d9,drs://dg.4dfc:f2690086-4053-4e25-a45e-ccc37702775a, drs://dg.4dfc:46868263-6799-42f5-b7fe-b725ffe6fc58, drs://dg.4dfc:524bab59-df28-436e-8d01-0e013c983ea0, drs://dg.4dfc:5be5a15b-2064-4068-baed-b8487c2af546, drs://dg.4dfc:75bdacd2-5c74-4207-874c-da0ebf3a236e, drs://dg.4dfc:a796bd4a-efd0-42d0-b71e-90ccbb2bfe12, drs://dg.4dfc:b3ac9e7d-afa3-4c1b-9099-ea198a7bb1ca, drs://dg.4dfc:e5bc2648-3fc3-4f90-bc4e-0fa203ad54a8, drs://dg.4dfc:e92da7e7-7722-43c0-b988-b636efe110c0] | [controlled, open] | [152974, 197408, 283382, 336551, 348144, 482224, 1932518, 2843100, 7580338, 9551996, 29613340, 59229170, 77517694, 77521810, 77521812, 233751346, 468070682] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-00815 | <NA> | <NA> | White | human | 1938 | <NA> | [GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [0028dc79-b0bf-4c4b-a632-51df84ebcb65, 03777d22-320b-4d9d-bd94-aa6bc456e221, 11556719-bb4b-4e5d-9831-c09a2d0041e0, 37228c6b-e517-4306-bccc-baa49515d677, 39137d2c-f28a-441a-b51e-0854c45d5d9e, 52c4b7c5-c6d4-4a22-8c28-8b41ff6064d8, 54835126-de71-4f36-aee1-595782ce1564, 5984c7da-cfc8-4365-baae-2e1f0d809679, 5ab095c8-6f00-482b-bbbe-b3a2167297a9, 632b756d-6038-4293-9366-ad743a8c6768, 8b0c4b1e-b268-4b8a-8ffa-633617f8cb8c, 923c4e3f-c087-47bc-8c17-e2ab22dca097, 96df316d-97f5-46a3-890f-23846886a115, adfbb262-ee4d-4556-a594-24e721a04296, d1f50f5b-3720-488e-9319-c5f5938faefb, d2fe9e8e-2d3b-44eb-9c42-8304545510d4, dd58e373-90f0-48c7-bbc4-78e77a9fe910, e9127368-072b-4e81-93e1-de780012f0a2, f998ba36-b4dd-4738-9d97-736e4a00f64a] | [0f87ac60-f5c1-4ea5-a384-05c2da8909c9.wxs.MuSE.aliquot.maf.gz, 1f58501c-482b-497a-a376-1b612bf1ba16.wxs.Pindel.aliquot.maf.gz, 4c6649b9-8a82-4e9d-868a-e3b3c6fcd4e6.wxs.VarScan2.aliquot.maf.gz, CPTAC_3.5a878748-ddb4-4d15-99c4-df81b70e5375.wxs.MuTect2.somatic_annotation.vcf.gz, CPTAC_3.7255bb10-5030-4b76-9d76-72b633ac8d77.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.9fb3dc68-cc55-4702-8e75-5d1e414aa73f.wxs.Pindel.somatic_annotation.vcf.gz, CPTAC_3.c54eafa2-dfed-4af2-a452-6bab52be44ea.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.d09ab84d-1191-4f55-b09c-8ba45adaabd4.wxs.VarScan2.somatic_annotation.vcf.gz, a51364b6-987d-4521-b43c-bc803eb0d212.wxs.MuTect2.aliquot.maf.gz] | [10 MIN DELAY, ABD W/O, HELICAL 5's, Recon 2: 10 MIN DELAY, Recon 2: HELICAL 5's, Reformatted, SCOUT] | 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drs://dg.4dfc:37228c6b-e517-4306-bccc-baa49515d677, drs://dg.4dfc:4a61081d-320b-44bf-ac0c-70d59ff660c1,drs://dg.4dfc:d27dac93-99e2-4b4c-96f3-eadb49e94539, drs://dg.4dfc:54835126-de71-4f36-aee1-595782ce1564, drs://dg.4dfc:96df316d-97f5-46a3-890f-23846886a115, drs://dg.4dfc:d1f50f5b-3720-488e-9319-c5f5938faefb, drs://dg.4dfc:d2fe9e8e-2d3b-44eb-9c42-8304545510d4, drs://dg.4dfc:dd58e373-90f0-48c7-bbc4-78e77a9fe910, drs://dg.4dfc:e9127368-072b-4e81-93e1-de780012f0a2, drs://dg.4dfc:f998ba36-b4dd-4738-9d97-736e4a00f64a] | [controlled, open] | [214225, 277931, 319289, 410351, 551973, 799763, 1914303, 3265026, 6918264, 8232594, 47034502, 47038774, 54307012, 58524296, 60634452, 73816540, 93549178, 387944906, 387946374] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-00817 | <NA> | <NA> | White | human | 1936 | <NA> | [GC, GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [0b94b095-8893-4f1c-9c34-22ef6a7adbc2, 16af54f0-a11e-4b10-b38a-5b8de3ec5e5e, 44c5ee27-388d-4895-a745-a6709e42866e, 4cf00598-f86b-4d9c-896f-3fad606a3297, 4fcd2d20-fbcd-4a83-8070-2653a9c8f888, 712ce330-977f-4e50-bd6d-b3dc2db6a48a, af7ecf5b-973d-4472-8262-90e94f674ee9, b1ca26a8-e7ca-40dd-a9eb-481415a8f95e, b1e38140-1aeb-4268-8eb4-3926efaff430, bd6f5f43-5460-4e8c-b973-1f151c97dd94, c1f6f812-32da-44ca-ba62-d5d9bc232896, ca447e61-4c34-4098-93c3-2fa94723d4a7, deea41eb-0475-467e-bdad-0b72e69ab1dc, e5677776-1c51-4aa7-b3f1-d4c50b227c20, f1243365-0149-43ae-baeb-482d52cc785b, f74cf599-266f-4e0b-a1c4-c0266422b95c] | [753fabf1-b24f-4f01-b5f0-08bce71ab9e3.wxs.Pindel.aliquot.maf.gz, 90c6f708-8b71-48c1-a4f3-fafe36bd7565.wxs.MuSE.aliquot.maf.gz, CPTAC_3.9657d5a8-0a05-4009-a596-8b88652e6f18.wxs.MuTect2.somatic_annotation.vcf.gz, CPTAC_3.9c099b4a-39d2-4a6f-83d2-42870784ad6b.wxs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.b9f492ad-9d7f-472a-824c-505242c0b4da.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.ba42f0c8-8aa1-4caf-87ac-b6601cefdb53.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.f2b3714f-160d-47c3-b012-e1427a9b17c7.wxs.Pindel.somatic_annotation.vcf.gz, a1103d46-1909-4b4a-9557-3cab44e43ebb.wxs.MuTect2.aliquot.maf.gz, b9f06156-da49-4318-8155-73a1c5d2cbf5.wxs.VarScan2.aliquot.maf.gz] | [2 x 2 sag, 2X2 COR, AXIALS 5 X 5 CONTRAST, AXIALS 5 X 5 NON CONTRAST, Scout] | 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drs://dg.4dfc:16af54f0-a11e-4b10-b38a-5b8de3ec5e5e, drs://dg.4dfc:44a0a234-1f0d-4b87-bf40-6f1c97b6a18f,drs://dg.4dfc:f0709cba-2f8b-4fdf-a466-d7539e3a20e6, drs://dg.4dfc:44c5ee27-388d-4895-a745-a6709e42866e, drs://dg.4dfc:4fcd2d20-fbcd-4a83-8070-2653a9c8f888, drs://dg.4dfc:af7ecf5b-973d-4472-8262-90e94f674ee9, drs://dg.4dfc:b1e38140-1aeb-4268-8eb4-3926efaff430, drs://dg.4dfc:bd6f5f43-5460-4e8c-b973-1f151c97dd94, drs://dg.4dfc:c1f6f812-32da-44ca-ba62-d5d9bc232896, drs://dg.4dfc:e5677776-1c51-4aa7-b3f1-d4c50b227c20, drs://dg.4dfc:f74cf599-266f-4e0b-a1c4-c0266422b95c] | [controlled, open] | [291027, 364513, 416734, 567006, 594189, 601094, 2127544, 3329640, 9577457, 12311643, 24325804, 47067642, 82782726, 84896486, 114420000, 119172088] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-01034 | <NA> | <NA> | White | human | 1949 | <NA> | [GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [183d5abe-19ed-42ad-9fd0-d1e3df12c435, 338076c7-9734-4522-b32b-b06632fd0a5d, 35938aab-b151-44a6-bdca-9b48c4095313, 3aa0bbb0-cfe2-4932-a30f-e12ee5063a59, 42e2a69e-33cd-4e3f-b53a-06df8aff3764, 77246bc5-0c0c-49bb-8db3-c3b3626fbdb6, 82350454-a7ac-4be5-8aba-d855e8aab069, 88afde8c-40f7-45c8-994b-f725c05b9fde, 8e477085-0206-469a-b3fa-133a2cde5855, cd808ebe-e244-4cb9-b0e8-9c4a435bb690, f86f7de2-b093-4ede-9266-be5fcf4d9081, fc1810be-ab27-4c51-89d9-3077cbdc1d21] | [4f49209a-9896-4f6b-9572-bd2f4054c884.wxs.VarScan2.aliquot.maf.gz, 4fa9d5d4-6428-4b80-91ae-3b66745e3c11.wxs.MuSE.aliquot.maf.gz, 52d32cda-52fa-4783-ac4a-ea5459be36af.wxs.MuTect2.aliquot.maf.gz, 6bdc41ce-0a78-4593-a85f-48b57e13fc62.wxs.Pindel.aliquot.maf.gz, CPTAC_3.1d2afc7d-a7b0-4742-ae45-9c9a40160301.wxs.MuTect2.somatic_annotation.vcf.gz, CPTAC_3.380eeb6f-88d0-4916-8f1c-2d0c932722d8.wxs.Pindel.somatic_annotation.vcf.gz, CPTAC_3.5a871715-78ca-4bed-9075-8ef3649e1215.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.6f8d080c-0756-4572-967a-51d80590aa31.wxs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.8c6a4f8a-d6a1-4699-be5e-bd2c6a123814.wgs.VarScan2.somatic_annotation.vcf.gz] | [] | 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drs://dg.4dfc:183d5abe-19ed-42ad-9fd0-d1e3df12c435, drs://dg.4dfc:338076c7-9734-4522-b32b-b06632fd0a5d, drs://dg.4dfc:35938aab-b151-44a6-bdca-9b48c4095313, drs://dg.4dfc:3aa0bbb0-cfe2-4932-a30f-e12ee5063a59, drs://dg.4dfc:42e2a69e-33cd-4e3f-b53a-06df8aff3764, drs://dg.4dfc:77246bc5-0c0c-49bb-8db3-c3b3626fbdb6, drs://dg.4dfc:82350454-a7ac-4be5-8aba-d855e8aab069, drs://dg.4dfc:8e477085-0206-469a-b3fa-133a2cde5855, drs://dg.4dfc:fc1810be-ab27-4c51-89d9-3077cbdc1d21] | [controlled, open] | [55482, 74123, 97241, 139459, 215078, 278254, 1594805, 3058469, 3887620, 43858890, 43861180, 47560256] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| CPTAC.C3L-01352 | <NA> | Hispanic or Latino | White | human | 1940 | <NA> | [GC, GDC, IDC, PDC] | [Annotated Somatic Mutation, CT Image Storage] | [blood, kidney] | [078d224a-f569-4216-8579-ec5e0eee3c2c, 2ea78ab5-8c69-40c9-b62d-3bc65aab5adb, 3121432a-be48-4e1e-9ba5-36836225ec9a, 37c30265-e0d8-4d97-8956-6d14437ae6c9, 38759f15-03b7-46c3-b327-bb5964718628, 4112afe7-d80f-4cea-aca4-193d2aeef76a, 4d4ef749-246c-4cbd-89cf-e6c918698378, 519f7985-c50d-463b-ac66-9edad626438b, 59297c3d-f0b0-4236-b093-fc1ee9223954, 650377d6-86b0-4bba-b065-304df8c9610b, 66d19235-4ebf-4315-9466-dfd8f0f07d2e, 864750eb-7c59-4c9a-8cec-807f774e073d, 8b29c0bb-6e7f-4ace-83f2-3973b367f1b7, 96e385cb-4e52-45f9-99c7-7ea9382ac966, 99b536ba-8419-4b85-a259-abc45b7835a0, 9ebd59a4-1d99-44da-b83e-b0e64edd7e0b, a470aeb0-2b08-4bd1-b2b5-13de8cd2e4f7, bda6db43-fe61-4175-8377-12a8b2d05f24, cdba965e-f811-4a3d-8aca-979319190a4b, d8838e6e-3bfe-4720-a5a3-332ec15903f1] | [0b7f8de9-a36d-4177-95bb-5fdbe9bcbe83.wxs.MuSE.aliquot.maf.gz, 3cbe46a1-a9c0-4ecc-85f3-174ccfa584d8.wxs.MuTect2.aliquot.maf.gz, CPTAC_3.32556bad-af34-4bff-be89-eff97d0d310b.wxs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.37ee235a-dd3a-4255-881a-80bbc694c6c3.wxs.MuTect2.somatic_annotation.vcf.gz, CPTAC_3.7baa76f9-9c77-4d25-b97c-7b3787f9672b.wgs.VarScan2.somatic_annotation.vcf.gz, CPTAC_3.e2f9236f-95cd-4989-968d-315b38543757.wxs.MuSE.somatic_annotation.vcf.gz, CPTAC_3.fdd8ac4f-834f-444f-97d1-5ebecf51bac8.wxs.Pindel.somatic_annotation.vcf.gz, ccc2cc08-c5f5-4395-b5fb-c9cbfda342cc.wxs.Pindel.aliquot.maf.gz, d01f4064-a2b8-46ae-a5cf-ea8b7139d445.wxs.VarScan2.aliquot.maf.gz] | [2.5 standard, 2.5MM ADRENAL, COR 3MM THICK AVG, CORTICAL SS 40, LUNG SS 30, NON CON SS 40, SAG 3MM THICK AVERAGE, SCOUT] | 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drs://dg.4dfc:0c712bbc-83bc-452c-b3e4-45feb3d1644b,drs://dg.4dfc:1fe6b409-c396-445b-9cfa-fb9ccb96236a,drs://dg.4dfc:2091caeb-873a-496c-8306-671aae599a30,drs://dg.4dfc:224254fa-cf98-4173-a484-a77371a81472,drs://dg.4dfc:26eadf07-32a9-4ecf-bc78-fd36a8164b4c,drs://dg.4dfc:3a56b9e1-032d-4697-b81c-5d4c0dbce114,drs://dg.4dfc:400c4819-fb65-4587-8404-0aeb2a827a54,drs://dg.4dfc:528f99ea-1a6e-4d5a-96b3-948f0d415d3a,drs://dg.4dfc:59aaafaf-98ea-4a3b-bafa-43833e571c3b,drs://dg.4dfc:68bb757e-019f-4db0-ad42-bd8c0ff1430a,drs://dg.4dfc:7adb2f84-fb2f-4d78-944a-2b500299d46e,drs://dg.4dfc:7eb9ba2b-b2fb-47da-bbfa-8c29cc47eb22,drs://dg.4dfc:88405e41-f4e6-40e7-b2b3-77180d9322f2,drs://dg.4dfc:92f88ae6-4c85-4447-b482-45bf47a3ca01,drs://dg.4dfc:a08a8279-d6a6-490a-8d60-d289da2ff983,drs://dg.4dfc:a28ca532-8384-45f1-a390-03a98ddbff9a,drs://dg.4dfc:b9ba5c92-e544-47fc-96b9-7c03ede93ae6,drs://dg.4dfc:c6c83e9d-2cd7-4c52-a60d-7d5ca27991e8,drs://dg.4dfc:d6b7eb8f-e9aa-4bd2-a623-76d8a7919529,drs://dg.4dfc:dff19490-0c4c-4fd8-9ad6-f8bdb440b8cd,drs://dg.4dfc:f191913f-8269-41fa-a4f5-aaf3053040a3,drs://dg.4dfc:f7aca5d4-e986-4f89-8e64-b90e64b8bab1,drs://dg.4dfc:fd4025ab-0c18-47b4-925e-c2008ed68c7f,drs://dg.4dfc:fe15ce14-16ba-4989-b9f6-70b66cebd9e0, drs://dg.4dfc:2ea78ab5-8c69-40c9-b62d-3bc65aab5adb, drs://dg.4dfc:37c30265-e0d8-4d97-8956-6d14437ae6c9, drs://dg.4dfc:38759f15-03b7-46c3-b327-bb5964718628, drs://dg.4dfc:4112afe7-d80f-4cea-aca4-193d2aeef76a, drs://dg.4dfc:66d19235-4ebf-4315-9466-dfd8f0f07d2e, drs://dg.4dfc:96e385cb-4e52-45f9-99c7-7ea9382ac966, drs://dg.4dfc:99b536ba-8419-4b85-a259-abc45b7835a0, drs://dg.4dfc:cdba965e-f811-4a3d-8aca-979319190a4b, drs://dg.4dfc:e29d098c-76db-4923-b4be-dba68440244e,drs://dg.4dfc:fa1d4916-372c-43f4-b136-1a1bb23d35c3] | [controlled, open] | [309909, 363342, 389572, 440445, 505313, 723564, 2584338, 3919282, 5675307, 6276243, 12691938, 52728460, 52728556, 53942686, 55365530, 59583880, 61345910, 62402216, 65384236, 101011340] | [DICOM, MAF, VCF] | [Computed Tomography, Simple Nucleotide Variation] | [normal, tumor] |
| (54 more rows not shown) | ||||||||||||||||||
looking at the file_type column and file_id column, I can't actually tell which file has which type. To make it easier see which bits of data go together I'm going to re-run my search, but add collate_results= True. That will take all of the columns with multiple values and pair them up, so I can tell which files have which file types:
In [8]:
Copied!
CT = get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = CT Image Storage'], add_columns="file.*", collate_results= True)
mutation = get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = Annotated Somatic Mutation'], add_columns="file.*", collate_results= True)
CTmutation = intersect_subject_results(CT, mutation)
CTmutation
CT = get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = CT Image Storage'], add_columns="file.*", collate_results= True)
mutation = get_subject_data(match_all=['anatomic_site = *kidney', 'file_type = Annotated Somatic Mutation'], add_columns="file.*", collate_results= True)
CTmutation = intersect_subject_results(CT, mutation)
CTmutation
Out[8]:
Loading ITables v2.9.1 from the init_notebook_mode cell...
(need help?)
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| ⓘsubject_id | cause_of_death | ethnicity | race | species | year_of_birth | year_of_death | data_source | file_data |
|---|---|---|---|---|---|---|---|---|
| CPTAC.C3L-00608 | <NA> | Non-Hispanic | White | human | 1955 | <NA> | [GDC, IDC, PDC] | data_source file_id access \ 0 IDC 83a042d6-9723-4c03-a544-61c258e9b376 open 1 IDC 071a2d48-c53d-47ba-b00b-8d9303e47985 open 2 IDC 1c1fffdf-5f0b-4bc3-961d-0ba811ee956a open 3 IDC 4217bb8a-0f2f-42ea-8e40-45f1391c201b open 4 IDC 1f807097-cc6b-425c-8400-71c8a897f1d1 open 5 IDC 9a6f1459-0c98-44a0-977c-bbbf9ed37f86 open 6 IDC 7bce7ab3-bc03-48cc-a986-bd1e8d85a885 open 7 IDC 24d8f6ea-da6d-4f89-8268-5ae257937f80 open 8 IDC 8898980a-fe3c-45e1-8d39-666f4d7bf93a open 9 IDC 0f44b7ec-9a9b-420b-b41a-d51ef6c8c600 open 10 GDC c3dc6ec6-9a7e-4e98-bf56-036df1dcaad0 controlled 11 GDC 7507c71c-0f11-4e62-8b44-c50b7aedf6eb controlled 12 GDC be40035e-86ee-4837-bd3e-5834a9d8e2bb controlled 13 GDC 0fd9d84c-9fcb-47a5-939b-e406362728ec controlled 14 GDC a386dfbd-0653-452a-bd73-8b3f98fd7a4a controlled 15 GDC a79f0434-e79a-4355-9fa7-f6060ad2b26d controlled 16 GDC 26f4398a-1d4e-4e3a-93a1-6373fbec226a controlled 17 GDC a17db5a7-30a4-4683-86f2-1a98833f9c9e controlled 18 GDC 26860da3-6cbd-44a2-840f-7cc0951dea5f controlled 19 GDC b0000a0e-a3d0-4687-9807-5c0c40463f8a controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [kidney] Computed Tomography 6 [kidney] Computed Tomography 7 [kidney] Computed Tomography 8 [kidney] Computed Tomography 9 [kidney] Computed Tomography 10 [blood, kidney] Simple Nucleotide Variation 11 [blood, kidney] Simple Nucleotide Variation 12 [blood, kidney] Simple Nucleotide Variation 13 [blood, kidney] Simple Nucleotide Variation 14 [blood, kidney] Simple Nucleotide Variation 15 [blood, kidney] Simple Nucleotide Variation 16 [blood, kidney] Simple Nucleotide Variation 17 [blood, kidney] Simple Nucleotide Variation 18 [blood, kidney] Simple Nucleotide Variation 19 [blood, kidney] Simple Nucleotide Variation drs_uri \ 0 drs://dg.4dfc:02609d21-8769-47f5-9b86-aa2b0634... 1 drs://dg.4dfc:00da7eb3-0d96-4898-b700-9ca77ad3... 2 drs://dg.4dfc:028a6f55-d560-486a-b4cc-036d5af6... 3 drs://dg.4dfc:046b5cfe-afa3-4d03-b835-9d3311f5... 4 drs://dg.4dfc:01fc8892-c804-41ce-88c0-e5968c32... 5 drs://dg.4dfc:00f7033e-c38d-4f92-beb0-0ad320b2... 6 drs://dg.4dfc:0263cd4f-7bfb-4f64-803f-ef9a7473... 7 drs://dg.4dfc:06041835-4e0d-42f1-b733-8bdbf3cd... 8 drs://dg.4dfc:a70c4b06-a592-4751-a624-d16d18fd... 9 drs://dg.4dfc:00083b57-c446-4834-aac3-43915756... 10 drs://dg.4dfc:c3dc6ec6-9a7e-4e98-bf56-036df1dc... 11 drs://dg.4dfc:7507c71c-0f11-4e62-8b44-c50b7aed... 12 drs://dg.4dfc:be40035e-86ee-4837-bd3e-5834a9d8... 13 drs://dg.4dfc:0fd9d84c-9fcb-47a5-939b-e4063627... 14 drs://dg.4dfc:a386dfbd-0653-452a-bd73-8b3f98fd... 15 drs://dg.4dfc:a79f0434-e79a-4355-9fa7-f6060ad2... 16 drs://dg.4dfc:26f4398a-1d4e-4e3a-93a1-6373fbec... 17 drs://dg.4dfc:a17db5a7-30a4-4683-86f2-1a98833f... 18 drs://dg.4dfc:26860da3-6cbd-44a2-840f-7cc0951d... 19 drs://dg.4dfc:b0000a0e-a3d0-4687-9807-5c0c4046... file_description \ 0 KIDNEYS WO 1 SAG 2X2 2 COR 2X2 3 COR 2X2 4 NEPHRO PHASE A/P 5 SAG 2X2 6 SAG 2X2 7 DIAPHRAM TO CREST 3 MIN 8 SCOUT 9 COR 2X2 10 <NA> 11 <NA> 12 <NA> 13 <NA> 14 <NA> 15 <NA> 16 <NA> 17 <NA> 18 <NA> 19 <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 <NA> 6 <NA> 7 <NA> 8 <NA> 9 <NA> 10 CPTAC_3.463f8c61-b01f-48b9-85c8-26337902ba01.w... 11 CPTAC_3.f7d1208f-a856-4860-8787-7dcca546b70d.w... 12 CPTAC_3.0af5b84b-417c-4bb7-b234-1120b8c9300e.w... 13 CPTAC_3.747bac1b-c21e-4dab-880b-4b22fbc0e59c.w... 14 bfedcc21-4795-4b28-b4df-4e76ba057473.wxs.MuSE.... 15 CPTAC_3.46e0d94c-bba3-486e-9dc6-62cf9df4c980.w... 16 CPTAC_3.f6d3633b-de9c-4f49-b370-bd540313158d.w... 17 08f577dc-1e8b-43fb-b666-47a1158829fb.wxs.Pinde... 18 30c5c8b3-fcdc-4210-94df-b6039c9e5ba4.wxs.MuTec... 19 5014934b-8a0b-4a15-9219-fd8ad08a5e1d.wxs.VarSc... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 63499286 [] 1 CT Image Storage DICOM 105505536 [] 2 CT Image Storage DICOM 73854042 [] 3 CT Image Storage DICOM 73854040 [] 4 CT Image Storage DICOM 64563394 [] 5 CT Image Storage DICOM 103388250 [] 6 CT Image Storage DICOM 103395212 [] 7 CT Image Storage DICOM 62976528 [] 8 CT Image Storage DICOM 3115404 [] 9 CT Image Storage DICOM 74376068 [] 10 Annotated Somatic Mutation VCF 77098 [normal, tumor] 11 Annotated Somatic Mutation VCF 129747 [normal, tumor] 12 Annotated Somatic Mutation VCF 284622 [normal, tumor] 13 Annotated Somatic Mutation VCF 26233 [normal, tumor] 14 Annotated Somatic Mutation MAF 62492 [normal, tumor] 15 Annotated Somatic Mutation VCF 1392575 [normal, tumor] 16 Annotated Somatic Mutation VCF 2692408 [normal, tumor] 17 Annotated Somatic Mutation MAF 20778 [normal, tumor] 18 Annotated Somatic Mutation MAF 2252256 [normal, tumor] 19 Annotated Somatic Mutation MAF 114003 [normal, tumor] |
| CPTAC.C3L-00610 | <NA> | Non-Hispanic | White | human | 1959 | <NA> | [GC, GDC, IDC, PDC] | data_source file_id access \ 0 IDC e3adc891-5f45-46b0-947f-cdbcbe3eb159 open 1 IDC c6616bac-495f-45af-974b-a5f6d02a7f44 open 2 IDC d48d16c7-9abc-4788-8028-78d3c95d7294 open 3 IDC 93d2019f-988e-429a-a767-a5945ca01a34 open 4 IDC 1db82177-c160-40bf-bd9b-8a588334bc46 open 5 IDC 77fe3db2-f843-4911-9a8e-a6167a41e59e open 6 IDC 02e2e5b8-7274-4719-a956-f78015f41d53 open 7 IDC 87b49115-2f96-492d-a92f-ed82e47dcab8 open 8 IDC 53e892c4-2311-4e4f-ad84-e0fc1a49bb59 open 9 IDC 0d65fc0a-22b0-4e4a-88ea-4494816f3e59 open 10 IDC 6dcb2dac-de17-4350-a02c-af9c85217b13 open 11 IDC e5fb46c6-1bf8-46c2-aa7f-1dde1d55e473 open 12 IDC 27606b3e-078f-4052-abfb-386a886d1e98 open 13 IDC 2cedd424-7a94-4974-b24d-a1f8572f01c5 open 14 IDC 8486cbf8-822e-497c-b2e1-3d2b8f92a263 open 15 IDC ee1f5b12-7f70-405a-b5e0-ae51d42c6596 open 16 IDC f80f6619-bb12-4c48-955b-9ced37732e13 open 17 GDC aa270dfd-164b-44c7-9196-f10cecc3425e controlled 18 GDC 3426bf0b-56fe-45ba-891a-41bb6f3ddce4 controlled 19 GDC a85d73c3-8bd3-4a1c-9e6c-797a3f0804f1 controlled 20 GDC 126ad349-c9ca-4e93-8e56-ed1e46e09a59 controlled 21 GDC f54d4909-7ba2-4719-8612-d610e4eff28c controlled 22 GDC 50e21aa5-29b0-4990-a195-65756bb4d156 controlled 23 GDC 171ae306-de96-44c5-8bf7-455db1e3e8ac controlled 24 GDC 11f898a3-16f3-4ec2-92d9-ea132bfda5a3 controlled 25 GDC f7b5c5ad-ae64-4769-a60b-f8c35b988508 controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [kidney] Computed Tomography 6 [kidney] Computed Tomography 7 [kidney] Computed Tomography 8 [kidney] Computed Tomography 9 [kidney] Computed Tomography 10 [kidney] Computed Tomography 11 [kidney] Computed Tomography 12 [kidney] Computed Tomography 13 [kidney] Computed Tomography 14 [kidney] Computed Tomography 15 [kidney] Computed Tomography 16 [kidney] Computed Tomography 17 [blood, kidney] Simple Nucleotide Variation 18 [blood, kidney] Simple Nucleotide Variation 19 [blood, kidney] Simple Nucleotide Variation 20 [blood, kidney] Simple Nucleotide Variation 21 [blood, kidney] Simple Nucleotide Variation 22 [blood, kidney] Simple Nucleotide Variation 23 [blood, kidney] Simple Nucleotide Variation 24 [blood, kidney] Simple Nucleotide Variation 25 [blood, kidney] Simple Nucleotide Variation drs_uri \ 0 drs://dg.4dfc:02b6c574-f670-44a2-84aa-3764d151... 1 drs://dg.4dfc:01b00a82-bfae-4a62-87ac-e6c81169... 2 drs://dg.4dfc:00783ad1-028f-4321-901f-4b949588... 3 drs://dg.4dfc:0c8992d4-a2ec-4fb6-a391-4bd6daee... 4 drs://dg.4dfc:00de3ca6-a865-4556-aa6b-fb45f95e... 5 drs://dg.4dfc:2bbf8b8b-9757-4c4a-884c-b97b257f... 6 drs://dg.4dfc:00306028-e5d4-47bb-a29c-9cee66db... 7 drs://dg.4dfc:0059f658-7a4b-46d1-adb9-7afaf4b7... 8 drs://dg.4dfc:001452c3-c7c5-40d8-8948-b87a4738... 9 drs://dg.4dfc:01dafaea-5240-4a65-923f-b8980008... 10 drs://dg.4dfc:2a77123b-0443-4798-845a-36e766bd... 11 drs://dg.4dfc:01b6dd9d-73b2-4321-9609-173abc26... 12 drs://dg.4dfc:0e36d9aa-744a-460c-af0b-a04f55f1... 13 drs://dg.4dfc:00027893-7650-4dab-a93d-033da856... 14 drs://dg.4dfc:004bd2ce-707a-4b1c-aa85-e878809c... 15 drs://dg.4dfc:00916bda-95c8-48fc-957f-c2ed8e42... 16 drs://dg.4dfc:010d890b-5ed5-4e15-b075-ac0f27a0... 17 drs://dg.4dfc:aa270dfd-164b-44c7-9196-f10cecc3... 18 drs://dg.4dfc:3426bf0b-56fe-45ba-891a-41bb6f3d... 19 drs://dg.4dfc:a85d73c3-8bd3-4a1c-9e6c-797a3f08... 20 drs://dg.4dfc:126ad349-c9ca-4e93-8e56-ed1e46e0... 21 drs://dg.4dfc:f54d4909-7ba2-4719-8612-d610e4ef... 22 drs://dg.4dfc:50e21aa5-29b0-4990-a195-65756bb4... 23 drs://dg.4dfc:171ae306-de96-44c5-8bf7-455db1e3... 24 drs://dg.4dfc:11f898a3-16f3-4ec2-92d9-ea132bfd... 25 drs://dg.4dfc:f7b5c5ad-ae64-4769-a60b-f8c35b98... file_description \ 0 SAG 2X2 BODY 1 COR 2X2 BODY 2 SAG 2X2 BODY 3 5MM---150SEC POST INJ. DELAY 4 5'S AXIAL SOFT 5 SCOUT 6 <NA> 7 Recon 2: 8 COR 2X2 BODY 9 SAG 2X2 BODY 10 <NA> 11 Reformatted 12 SCOUT 13 SOFT 5s 14 COR 2X2 BODY 15 0.625's Axial soft (DR 30%) 16 Reformatted 17 <NA> 18 <NA> 19 <NA> 20 <NA> 21 <NA> 22 <NA> 23 <NA> 24 <NA> 25 <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 <NA> 6 <NA> 7 <NA> 8 <NA> 9 <NA> 10 <NA> 11 <NA> 12 <NA> 13 <NA> 14 <NA> 15 <NA> 16 <NA> 17 CPTAC_3.0ca73c3a-2d2f-40eb-8df6-782212644550.w... 18 39ec814b-4d66-4005-b118-ebd9d4dc86db.wxs.MuTec... 19 c37abb9e-b8f0-4dd0-b6f9-708f27b25c32.wxs.Pinde... 20 1c750c16-27cb-4f53-94d2-04176abaab17.wxs.VarSc... 21 CPTAC_3.e3c0a7e4-109f-476a-b4c1-d00f7b1af580.w... 22 eda51283-9040-4fa2-8e94-8fe60e8d0772.wxs.MuSE.... 23 CPTAC_3.37ffb2f9-7460-4392-bdeb-4150eb3c7e13.w... 24 CPTAC_3.3b136f52-173e-412f-be31-83dc34d546a1.w... 25 CPTAC_3.62c729e8-b951-4ab8-a88d-0f4c5cdd89f2.w... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 101775608 [] 1 CT Image Storage DICOM 80686262 [] 2 CT Image Storage DICOM 99671366 [] 3 CT Image Storage DICOM 32263868 [] 4 CT Image Storage DICOM 83037722 [] 5 CT Image Storage DICOM 3592608 [] 6 CT Image Storage DICOM 96161246 [] 7 CT Image Storage DICOM 47552900 [] 8 CT Image Storage DICOM 81740990 [] 9 CT Image Storage DICOM 99671366 [] 10 CT Image Storage DICOM 2998570 [] 11 CT Image Storage DICOM 76943298 [] 12 CT Image Storage DICOM 3592616 [] 13 CT Image Storage DICOM 49713580 [] 14 CT Image Storage DICOM 82791502 [] 15 CT Image Storage DICOM 395082054 [] 16 CT Image Storage DICOM 88537518 [] 17 Annotated Somatic Mutation VCF 139758 [normal, tumor] 18 Annotated Somatic Mutation MAF 5727362 [normal, tumor] 19 Annotated Somatic Mutation MAF 306848 [normal, tumor] 20 Annotated Somatic Mutation MAF 252893 [normal, tumor] 21 Annotated Somatic Mutation VCF 6942110 [normal, tumor] 22 Annotated Somatic Mutation MAF 109935 [normal, tumor] 23 Annotated Somatic Mutation VCF 442422 [normal, tumor] 24 Annotated Somatic Mutation VCF 2020768 [normal, tumor] 25 Annotated Somatic Mutation VCF 307835 [normal, tumor] |
| CPTAC.C3L-00766 | <NA> | Non-Hispanic | White | human | 1959 | <NA> | [GC, GDC, IDC, PDC] | data_source file_id access \ 0 IDC 98cb54cd-28f1-4086-8b7c-9a40106fc7d3 open 1 IDC 57755fb8-ab53-416e-8145-d0c532232554 open 2 IDC 75c01335-1feb-4d15-bd21-f9f508233614 open 3 IDC 453dc667-76cc-48e3-bc52-3306cb1f59ef open 4 IDC 5008f3bc-7885-4c69-9731-3a3486e8ad95 open 5 IDC a6c31483-a875-4423-a36c-d2bdfc18a5bd open 6 GDC e6773d19-104c-454c-9dfd-b7f461f1d6a2 controlled 7 GDC 6fa0b634-7567-4a1e-913e-a987caa05f4d controlled 8 GDC b5dd6cbc-bda0-4a2c-a4ef-cefb78033203 controlled 9 GDC 4d2e3e91-1f3f-4c4d-b55c-e892a5fb7b9d controlled 10 GDC e46c7152-0e25-4c3e-823d-e945616c0b54 controlled 11 GDC c87841ec-de25-4a44-bfc9-45e5b65c98e6 controlled 12 GDC b99faa76-8abc-4b18-9f71-d212b95db060 controlled 13 GDC 449f3e1d-8744-4853-9124-9d5b20413f7f controlled 14 GDC 5b2a33cf-0b82-451b-87c6-265cdcf9a606 controlled 15 GDC 722da7c7-678f-4cb4-b034-deee2751b07c controlled 16 GDC 48313587-d141-4bcd-b0b7-7972602e0ebe controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [kidney] Computed Tomography 6 [blood, kidney] Simple Nucleotide Variation 7 [blood, kidney] Simple Nucleotide Variation 8 [blood, kidney] Simple Nucleotide Variation 9 [blood, kidney] Simple Nucleotide Variation 10 [blood, kidney] Simple Nucleotide Variation 11 [blood, kidney] Simple Nucleotide Variation 12 [blood, kidney] Simple Nucleotide Variation 13 [blood, kidney] Simple Nucleotide Variation 14 [blood, kidney] Simple Nucleotide Variation 15 [blood, kidney] Simple Nucleotide Variation 16 [blood, kidney] Simple Nucleotide Variation drs_uri file_description \ 0 drs://dg.4dfc:0143a12c-5016-4ce8-860e-431ba366... SOFT 5s 1 drs://dg.4dfc:9888658b-0cba-4810-9a1e-8603b337... SCOUT 2 drs://dg.4dfc:0297eee3-5ee3-4e1b-9e8b-10c4b2dc... Recon 3: ENTEROGRAPHY 3 drs://dg.4dfc:00054e28-5a16-4e48-bb18-a5b76162... CT Abdomen2 Sag 5 Avg 4 drs://dg.4dfc:0088b88f-e18a-4090-92a7-321c3a5c... ENTEROGRAPHY 5 drs://dg.4dfc:01396ee3-5d09-4f53-9278-bde14971... CT Abdomen1 Cor 3 Avg 6 drs://dg.4dfc:e6773d19-104c-454c-9dfd-b7f461f1... <NA> 7 drs://dg.4dfc:6fa0b634-7567-4a1e-913e-a987caa0... <NA> 8 drs://dg.4dfc:b5dd6cbc-bda0-4a2c-a4ef-cefb7803... <NA> 9 drs://dg.4dfc:4d2e3e91-1f3f-4c4d-b55c-e892a5fb... <NA> 10 drs://dg.4dfc:e46c7152-0e25-4c3e-823d-e945616c... <NA> 11 drs://dg.4dfc:c87841ec-de25-4a44-bfc9-45e5b65c... <NA> 12 drs://dg.4dfc:b99faa76-8abc-4b18-9f71-d212b95d... <NA> 13 drs://dg.4dfc:449f3e1d-8744-4853-9124-9d5b2041... <NA> 14 drs://dg.4dfc:5b2a33cf-0b82-451b-87c6-265cdcf9... <NA> 15 drs://dg.4dfc:722da7c7-678f-4cb4-b034-deee2751... <NA> 16 drs://dg.4dfc:48313587-d141-4bcd-b0b7-7972602e... <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 <NA> 6 CPTAC_3.c1269ebd-ccac-4f05-9a10-7af469868a3d.w... 7 CPTAC_3.99f744bc-4379-4bf9-805d-6733286f71b0.w... 8 CPTAC_3.d1f6a65f-1f5c-4e56-bdbb-b95ad71f669d.w... 9 CPTAC_3.6daad949-66cc-4c5f-a2a2-565b51dcdded.w... 10 c22ac0fa-5402-4fc2-8b04-e67cea803786.wxs.Pinde... 11 edb19904-1e6c-481d-9a8b-e692b5db8bf2.wxs.MuSE.... 12 00be9404-57ce-4913-8cd5-a8ab940b228e.wxs.MuTec... 13 CPTAC_3.5b78e3b5-c7cb-4610-9861-7bb84c93c782.w... 14 00911315-2d37-4099-a311-0c0218040630.wxs.VarSc... 15 CPTAC_3.fdc23ff9-f02e-4af7-96e3-663e0ba8d748.w... 16 CPTAC_3.2510abd3-3383-447f-8c03-3bbc32fe8c0b.w... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 53948606 [] 1 CT Image Storage DICOM 3592608 [] 2 CT Image Storage DICOM 107362820 [] 3 CT Image Storage DICOM 44827800 [] 4 CT Image Storage DICOM 214738834 [] 5 CT Image Storage DICOM 74361502 [] 6 Annotated Somatic Mutation VCF 9006179 [normal, tumor] 7 Annotated Somatic Mutation VCF 256944 [normal, tumor] 8 Annotated Somatic Mutation VCF 20909 [normal, tumor] 9 Annotated Somatic Mutation VCF 407886 [normal, tumor] 10 Annotated Somatic Mutation MAF 279601 [normal, tumor] 11 Annotated Somatic Mutation MAF 122381 [normal, tumor] 12 Annotated Somatic Mutation MAF 7317648 [normal, tumor] 13 Annotated Somatic Mutation VCF 150724 [normal, tumor] 14 Annotated Somatic Mutation MAF 205641 [normal, tumor] 15 Annotated Somatic Mutation VCF 250534 [normal, tumor] 16 Annotated Somatic Mutation VCF 1558494 [normal, tumor] |
| CPTAC.C3L-00792 | <NA> | <NA> | White | human | 1926 | <NA> | [GC, GDC, IDC, PDC] | data_source file_id access \ 0 IDC b62c1349-7fb5-4f0d-8865-7446a2774634 open 1 IDC c0447077-d19f-497e-a087-f213db60c441 open 2 IDC 19cf2bf8-1958-419a-8f35-712fc9d52fa7 open 3 IDC 2fe1ca6f-f146-4f2b-b6b2-18e325ddeac5 open 4 IDC 16086864-d5cd-4a9e-8cde-6f670a141789 open 5 IDC 46448569-151b-48c5-85ee-0882e3788253 open 6 GDC 5788fda5-908e-4466-a02d-19174fca8aa3 controlled 7 GDC 14d1027a-4845-42d5-9914-dbfe96ca70b1 controlled 8 GDC ce2eac61-4090-4030-923d-144136311201 controlled 9 GDC 9328c107-a499-47fa-9520-ffc5642ecb6d controlled 10 GDC ec34d43f-37d1-4d9a-a845-c9b25b0fc43b controlled 11 GDC f2bad4b1-ba9f-4636-8134-29da935dfda3 controlled 12 GDC 7119556f-1cc4-44f8-bccf-13278097cf70 controlled 13 GDC 2ae592af-7c2e-400a-8398-e64dcce645c8 controlled 14 GDC 0cef223d-b4d8-4d7e-b008-ca515efcaaad controlled 15 GDC db2218d6-b64c-4767-a57a-4a54b20db96a controlled 16 GDC f77134fb-d20d-4c03-9200-2e9db2ff8981 controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [kidney] Computed Tomography 6 [blood, kidney] Simple Nucleotide Variation 7 [blood, kidney] Simple Nucleotide Variation 8 [blood, kidney] Simple Nucleotide Variation 9 [blood, kidney] Simple Nucleotide Variation 10 [blood, kidney] Simple Nucleotide Variation 11 [blood, kidney] Simple Nucleotide Variation 12 [blood, kidney] Simple Nucleotide Variation 13 [blood, kidney] Simple Nucleotide Variation 14 [blood, kidney] Simple Nucleotide Variation 15 [blood, kidney] Simple Nucleotide Variation 16 [blood, kidney] Simple Nucleotide Variation drs_uri \ 0 drs://dg.4dfc:01c6ec5e-41bd-4f63-b223-9acc8a2a... 1 drs://dg.4dfc:0301eec3-bc11-46df-aa99-b08a63a8... 2 drs://dg.4dfc:36d5b8fe-9427-419b-b35e-5c5adc75... 3 drs://dg.4dfc:012a54fb-287d-42d5-8caf-c9a6ff8e... 4 drs://dg.4dfc:0002af9e-b98a-4822-a919-d0435ec3... 5 drs://dg.4dfc:04bfeb3b-8d10-4fa0-8519-b4b40cfd... 6 drs://dg.4dfc:5788fda5-908e-4466-a02d-19174fca... 7 drs://dg.4dfc:14d1027a-4845-42d5-9914-dbfe96ca... 8 drs://dg.4dfc:ce2eac61-4090-4030-923d-14413631... 9 drs://dg.4dfc:9328c107-a499-47fa-9520-ffc5642e... 10 drs://dg.4dfc:ec34d43f-37d1-4d9a-a845-c9b25b0f... 11 drs://dg.4dfc:f2bad4b1-ba9f-4636-8134-29da935d... 12 drs://dg.4dfc:7119556f-1cc4-44f8-bccf-13278097... 13 drs://dg.4dfc:2ae592af-7c2e-400a-8398-e64dcce6... 14 drs://dg.4dfc:0cef223d-b4d8-4d7e-b008-ca515efc... 15 drs://dg.4dfc:db2218d6-b64c-4767-a57a-4a54b20d... 16 drs://dg.4dfc:f77134fb-d20d-4c03-9200-2e9db2ff... file_description \ 0 ENHANCED ABD OR ABD/PEL 1 DELAYED 2 SCOUT 3 Reformatted 4 2.5 5 Reformatted 6 <NA> 7 <NA> 8 <NA> 9 <NA> 10 <NA> 11 <NA> 12 <NA> 13 <NA> 14 <NA> 15 <NA> 16 <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 <NA> 6 cf223276-3d4f-4b64-897a-ba568a2d4886.wxs.Pinde... 7 eadff52b-9a92-4cf4-9113-20c65a0b4687.wxs.MuSE.... 8 CPTAC_3.d9faa217-084e-46fa-8e57-6124027b8f4e.w... 9 08569580-03af-469f-820b-9ba08bcb90a5.wxs.VarSc... 10 CPTAC_3.42e557d2-45c0-4f75-b19c-e59b341f0218.w... 11 CPTAC_3.f266882d-5715-44e8-89bb-f41af59b9b57.w... 12 CPTAC_3.3cc3864d-9b88-4be1-8468-f9d86fc0e243.w... 13 CPTAC_3.b217832e-5254-40fb-a399-85b3f7dbd8d6.w... 14 7ff7ef11-81a6-4ac0-8294-9d6e6e6f5225.wxs.MuTec... 15 CPTAC_3.03007089-74e3-4a47-bee7-06478b599400.w... 16 CPTAC_3.dcf5ceda-934d-4652-b82c-5000c334f05a.w... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 45453654 [] 1 CT Image Storage DICOM 45452410 [] 2 CT Image Storage DICOM 3915124 [] 3 CT Image Storage DICOM 87516808 [] 4 CT Image Storage DICOM 90375502 [] 5 CT Image Storage DICOM 72227702 [] 6 Annotated Somatic Mutation MAF 299354 [normal, tumor] 7 Annotated Somatic Mutation MAF 139347 [normal, tumor] 8 Annotated Somatic Mutation VCF 1269911 [normal, tumor] 9 Annotated Somatic Mutation MAF 370557 [normal, tumor] 10 Annotated Somatic Mutation VCF 477272 [normal, tumor] 11 Annotated Somatic Mutation VCF 6055274 [normal, tumor] 12 Annotated Somatic Mutation VCF 435067 [normal, tumor] 13 Annotated Somatic Mutation VCF 2202117 [normal, tumor] 14 Annotated Somatic Mutation MAF 5072995 [normal, tumor] 15 Annotated Somatic Mutation VCF 46603 [normal, tumor] 16 Annotated Somatic Mutation VCF 183789 [normal, tumor] |
| CPTAC.C3L-00799 | <NA> | Non-Hispanic | White | human | 1975 | <NA> | [GC, GDC, IDC, PDC] | data_source file_id access \ 0 IDC 48707420-1e3b-4622-af05-b4b3e40c72c9 open 1 IDC 7648d6a9-c385-424d-97ed-cad21912229b open 2 IDC ed44f427-7b5e-4088-b3e3-8d7fa394bed8 open 3 IDC 1f3e5a3b-2577-4537-8710-15e72152def1 open 4 IDC 4017646a-8934-4127-b373-7438fe74d526 open 5 GDC 1273427e-2d4e-4515-ad48-c097a0de5c5f controlled 6 GDC 6d2ed5dd-9408-49e0-a3ab-a0f4dee86c08 controlled 7 GDC a6f7a8f8-66fc-44e2-bd24-d4c74ec8be05 controlled 8 GDC ad67c181-4aac-4c78-8f5a-5ebba1a6e5b2 controlled 9 GDC a27a139b-d706-485b-8946-0d432819b972 controlled 10 GDC 6f44d7ee-07c4-4185-bddf-5ca71c90fbb8 controlled 11 GDC 130b1b31-31c6-4f58-9667-7a97aba72ab2 controlled 12 GDC 25be0c15-a617-49f2-b01e-b6bb6d4a8a5d controlled 13 GDC bd0d538a-0337-47c1-9b35-d93f138dea7d controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [blood, kidney] Simple Nucleotide Variation 6 [blood, kidney] Simple Nucleotide Variation 7 [blood, kidney] Simple Nucleotide Variation 8 [blood, kidney] Simple Nucleotide Variation 9 [blood, kidney] Simple Nucleotide Variation 10 [blood, kidney] Simple Nucleotide Variation 11 [blood, kidney] Simple Nucleotide Variation 12 [blood, kidney] Simple Nucleotide Variation 13 [blood, kidney] Simple Nucleotide Variation drs_uri file_description \ 0 drs://dg.4dfc:0223d5f5-67d3-4373-a0d3-9fc197ca... Processed Images 1 drs://dg.4dfc:0039c755-1c4d-4712-97fb-d5d78ee5... 2x2 sagital avg 2 drs://dg.4dfc:00cab2c3-4827-43af-928f-c7273f8b... Recon 2: VENOGRAM A/P 3 drs://dg.4dfc:182272d4-3b9d-4baa-9942-62c86d24... SCOUT 4 drs://dg.4dfc:06e782fa-3c21-48b4-a75d-3527e364... 2x2 coronal avg 5 drs://dg.4dfc:1273427e-2d4e-4515-ad48-c097a0de... <NA> 6 drs://dg.4dfc:6d2ed5dd-9408-49e0-a3ab-a0f4dee8... <NA> 7 drs://dg.4dfc:a6f7a8f8-66fc-44e2-bd24-d4c74ec8... <NA> 8 drs://dg.4dfc:ad67c181-4aac-4c78-8f5a-5ebba1a6... <NA> 9 drs://dg.4dfc:a27a139b-d706-485b-8946-0d432819... <NA> 10 drs://dg.4dfc:6f44d7ee-07c4-4185-bddf-5ca71c90... <NA> 11 drs://dg.4dfc:130b1b31-31c6-4f58-9667-7a97aba7... <NA> 12 drs://dg.4dfc:25be0c15-a617-49f2-b01e-b6bb6d4a... <NA> 13 drs://dg.4dfc:bd0d538a-0337-47c1-9b35-d93f138d... <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 CPTAC_3.cb32afb3-c9e1-4b57-8fbd-e300466cc658.w... 6 da830625-67a4-4258-becf-d133c8b0e237.wxs.MuTec... 7 e8a0de25-93fe-42ca-8f88-5651239f61a4.wxs.Pinde... 8 CPTAC_3.65f1ccc5-9dd5-4de3-83a4-bac19953e3f7.w... 9 CPTAC_3.697d108e-b012-4c74-b2fe-b460f96e2c1d.w... 10 5ab25d06-e269-47fd-9240-e8a04096dcac.wxs.VarSc... 11 CPTAC_3.6fe4c317-a51f-4315-9c75-405df08573a7.w... 12 61108110-71b5-46b3-8cc0-c80daea29bc0.wxs.MuSE.... 13 CPTAC_3.a1c96438-ac52-4168-b7ae-4c04f6a9cdc6.w... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 54368674 [] 1 CT Image Storage DICOM 113897584 [] 2 CT Image Storage DICOM 112644824 [] 3 CT Image Storage DICOM 3919284 [] 4 CT Image Storage DICOM 84368468 [] 5 Annotated Somatic Mutation VCF 162987 [normal, tumor] 6 Annotated Somatic Mutation MAF 5860473 [normal, tumor] 7 Annotated Somatic Mutation MAF 294891 [normal, tumor] 8 Annotated Somatic Mutation VCF 7264125 [normal, tumor] 9 Annotated Somatic Mutation VCF 659640 [normal, tumor] 10 Annotated Somatic Mutation MAF 510917 [normal, tumor] 11 Annotated Somatic Mutation VCF 422333 [normal, tumor] 12 Annotated Somatic Mutation MAF 119016 [normal, tumor] 13 Annotated Somatic Mutation VCF 2256699 [normal, tumor] |
| CPTAC.C3L-00812 | <NA> | <NA> | White | human | 1942 | <NA> | [GC, GDC, IDC, PDC] | data_source file_id access \ 0 IDC 38f4b4de-e8e2-421f-8b7d-196af818f937 open 1 IDC 80b48fe8-ead1-44ec-9e2a-d86715ec7598 open 2 IDC 88263475-a9fe-4cad-95de-40c8723c0bae open 3 IDC 2c047843-ddda-473b-b441-d696fde018a8 open 4 IDC ed62cfc1-d1b9-4356-b439-5249d8ec6e53 open 5 IDC 23e33ff0-bc10-42e0-9f7e-a091401278f5 open 6 IDC 1cd1e5b0-fb29-45a9-badf-a3fe965dd242 open 7 IDC 6ecdc993-f88e-4ac0-810e-4bd3244f5f5b open 8 GDC b3ac9e7d-afa3-4c1b-9099-ea198a7bb1ca controlled 9 GDC e5bc2648-3fc3-4f90-bc4e-0fa203ad54a8 controlled 10 GDC 524bab59-df28-436e-8d01-0e013c983ea0 controlled 11 GDC e92da7e7-7722-43c0-b988-b636efe110c0 controlled 12 GDC a796bd4a-efd0-42d0-b71e-90ccbb2bfe12 controlled 13 GDC 75bdacd2-5c74-4207-874c-da0ebf3a236e controlled 14 GDC 46868263-6799-42f5-b7fe-b725ffe6fc58 controlled 15 GDC 5be5a15b-2064-4068-baed-b8487c2af546 controlled 16 GDC 32573488-55dd-482e-a3a4-bff1279375b6 controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [kidney] Computed Tomography 6 [kidney] Computed Tomography 7 [kidney] Computed Tomography 8 [blood, kidney] Simple Nucleotide Variation 9 [blood, kidney] Simple Nucleotide Variation 10 [blood, kidney] Simple Nucleotide Variation 11 [blood, kidney] Simple Nucleotide Variation 12 [blood, kidney] Simple Nucleotide Variation 13 [blood, kidney] Simple Nucleotide Variation 14 [blood, kidney] Simple Nucleotide Variation 15 [blood, kidney] Simple Nucleotide Variation 16 [blood, kidney] Simple Nucleotide Variation drs_uri file_description \ 0 drs://dg.4dfc:054788c2-318b-4111-86cd-13122dc3... CTA COR 2X2 1 drs://dg.4dfc:0024d290-af4f-445f-9747-84750d91... Nephrographic 80/60 2 drs://dg.4dfc:3e047f7b-1c31-4b71-b12b-a1f8f821... SCOUT 3 drs://dg.4dfc:005a3468-108c-400f-a87c-5ab478dd... ABD W/O 4 drs://dg.4dfc:03e3dc77-8d3b-456b-a12d-9deefef8... Recon 2: ABD W/O 5 drs://dg.4dfc:03534dc4-d52d-4d26-a113-4fdf65b0... 80/60 6 drs://dg.4dfc:02455e29-ba86-4aa0-b4f9-2c89e4c8... CTA COR 2X2 7 drs://dg.4dfc:03464932-18c2-4d67-ac5c-cbf69932... CTA COR 2X2 8 drs://dg.4dfc:b3ac9e7d-afa3-4c1b-9099-ea198a7b... <NA> 9 drs://dg.4dfc:e5bc2648-3fc3-4f90-bc4e-0fa203ad... <NA> 10 drs://dg.4dfc:524bab59-df28-436e-8d01-0e013c98... <NA> 11 drs://dg.4dfc:e92da7e7-7722-43c0-b988-b636efe1... <NA> 12 drs://dg.4dfc:a796bd4a-efd0-42d0-b71e-90ccbb2b... <NA> 13 drs://dg.4dfc:75bdacd2-5c74-4207-874c-da0ebf3a... <NA> 14 drs://dg.4dfc:46868263-6799-42f5-b7fe-b725ffe6... <NA> 15 drs://dg.4dfc:5be5a15b-2064-4068-baed-b8487c2a... <NA> 16 drs://dg.4dfc:32573488-55dd-482e-a3a4-bff12793... <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 <NA> 6 <NA> 7 <NA> 8 CPTAC_3.24f16637-31c3-45a2-b037-6be160eae6ba.w... 9 c07ee03e-6c27-4a8d-ad3f-1d18e63a8a58.wxs.MuSE.... 10 CPTAC_3.2aaec293-4c3a-4048-ab27-8dee9318d71b.w... 11 5548d8a0-50d3-4332-b2fc-5e918fe1cb96.wxs.Pinde... 12 CPTAC_3.105fffec-ddc3-4eaf-a3e0-d3f29688c9fc.w... 13 01b5ecdb-f785-47c8-ba88-22130b3b972f.wxs.MuTec... 14 1e0ee3b3-fdf1-40a0-a5c5-69b5255fbcb5.wxs.VarSc... 15 CPTAC_3.e6fb52c5-a7ef-45c0-9287-7713786c8479.w... 16 CPTAC_3.bd1e4d01-c3ca-4804-9ed8-7b276d5c9d67.w... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 77521812 [] 1 CT Image Storage DICOM 468070682 [] 2 CT Image Storage DICOM 2843100 [] 3 CT Image Storage DICOM 233751346 [] 4 CT Image Storage DICOM 29613340 [] 5 CT Image Storage DICOM 59229170 [] 6 CT Image Storage DICOM 77521810 [] 7 CT Image Storage DICOM 77517694 [] 8 Annotated Somatic Mutation VCF 482224 [normal, tumor] 9 Annotated Somatic Mutation MAF 152974 [normal, tumor] 10 Annotated Somatic Mutation VCF 1932518 [normal, tumor] 11 Annotated Somatic Mutation MAF 336551 [normal, tumor] 12 Annotated Somatic Mutation VCF 197408 [normal, tumor] 13 Annotated Somatic Mutation MAF 7580338 [normal, tumor] 14 Annotated Somatic Mutation MAF 283382 [normal, tumor] 15 Annotated Somatic Mutation VCF 348144 [normal, tumor] 16 Annotated Somatic Mutation VCF 9551996 [normal, tumor] |
| CPTAC.C3L-00815 | <NA> | <NA> | White | human | 1938 | <NA> | [GDC, IDC, PDC] | data_source file_id access \ 0 IDC 632b756d-6038-4293-9366-ad743a8c6768 open 1 IDC 39137d2c-f28a-441a-b51e-0854c45d5d9e open 2 IDC 8b0c4b1e-b268-4b8a-8ffa-633617f8cb8c open 3 IDC 52c4b7c5-c6d4-4a22-8c28-8b41ff6064d8 open 4 IDC adfbb262-ee4d-4556-a594-24e721a04296 open 5 IDC 5ab095c8-6f00-482b-bbbe-b3a2167297a9 open 6 IDC 03777d22-320b-4d9d-bd94-aa6bc456e221 open 7 IDC 923c4e3f-c087-47bc-8c17-e2ab22dca097 open 8 IDC 5984c7da-cfc8-4365-baae-2e1f0d809679 open 9 IDC 11556719-bb4b-4e5d-9831-c09a2d0041e0 open 10 GDC 37228c6b-e517-4306-bccc-baa49515d677 controlled 11 GDC d2fe9e8e-2d3b-44eb-9c42-8304545510d4 controlled 12 GDC 0028dc79-b0bf-4c4b-a632-51df84ebcb65 controlled 13 GDC e9127368-072b-4e81-93e1-de780012f0a2 controlled 14 GDC 54835126-de71-4f36-aee1-595782ce1564 controlled 15 GDC f998ba36-b4dd-4738-9d97-736e4a00f64a controlled 16 GDC d1f50f5b-3720-488e-9319-c5f5938faefb controlled 17 GDC 96df316d-97f5-46a3-890f-23846886a115 controlled 18 GDC dd58e373-90f0-48c7-bbc4-78e77a9fe910 controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [kidney] Computed Tomography 6 [kidney] Computed Tomography 7 [kidney] Computed Tomography 8 [kidney] Computed Tomography 9 [kidney] Computed Tomography 10 [blood, kidney] Simple Nucleotide Variation 11 [blood, kidney] Simple Nucleotide Variation 12 [blood, kidney] Simple Nucleotide Variation 13 [blood, kidney] Simple Nucleotide Variation 14 [blood, kidney] Simple Nucleotide Variation 15 [blood, kidney] Simple Nucleotide Variation 16 [blood, kidney] Simple Nucleotide Variation 17 [blood, kidney] Simple Nucleotide Variation 18 [blood, kidney] Simple Nucleotide Variation drs_uri file_description \ 0 drs://dg.4dfc:023b96b9-b6c3-4a96-993d-46efcaa4... 10 MIN DELAY 1 drs://dg.4dfc:00002bb3-0027-4fa9-b751-2c43740b... Recon 2: 10 MIN DELAY 2 drs://dg.4dfc:004d7e55-ea91-485d-885e-e953cde2... Recon 2: HELICAL 5's 3 drs://dg.4dfc:00895af4-00db-4507-9dee-6fbe28e5... Reformatted 4 drs://dg.4dfc:4a61081d-320b-44bf-ac0c-70d59ff6... SCOUT 5 drs://dg.4dfc:016bce63-8073-40b6-b4b4-6a154155... ABD W/O 6 drs://dg.4dfc:019c98b1-8223-4b61-ba3e-5a32d7f8... HELICAL 5's 7 drs://dg.4dfc:001006d6-a44c-4882-90fa-f0dc8882... Reformatted 8 drs://dg.4dfc:00612258-5333-490b-a063-908fac9b... Reformatted 9 drs://dg.4dfc:0342b33f-2f65-4191-8447-c6e4025a... Reformatted 10 drs://dg.4dfc:37228c6b-e517-4306-bccc-baa49515... <NA> 11 drs://dg.4dfc:d2fe9e8e-2d3b-44eb-9c42-83045455... <NA> 12 drs://dg.4dfc:0028dc79-b0bf-4c4b-a632-51df84eb... <NA> 13 drs://dg.4dfc:e9127368-072b-4e81-93e1-de780012... <NA> 14 drs://dg.4dfc:54835126-de71-4f36-aee1-595782ce... <NA> 15 drs://dg.4dfc:f998ba36-b4dd-4738-9d97-736e4a00... <NA> 16 drs://dg.4dfc:d1f50f5b-3720-488e-9319-c5f5938f... <NA> 17 drs://dg.4dfc:96df316d-97f5-46a3-890f-23846886... <NA> 18 drs://dg.4dfc:dd58e373-90f0-48c7-bbc4-78e77a9f... <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 <NA> 6 <NA> 7 <NA> 8 <NA> 9 <NA> 10 1f58501c-482b-497a-a376-1b612bf1ba16.wxs.Pinde... 11 a51364b6-987d-4521-b43c-bc803eb0d212.wxs.MuTec... 12 CPTAC_3.7255bb10-5030-4b76-9d76-72b633ac8d77.w... 13 CPTAC_3.9fb3dc68-cc55-4702-8e75-5d1e414aa73f.w... 14 0f87ac60-f5c1-4ea5-a384-05c2da8909c9.wxs.MuSE.... 15 CPTAC_3.5a878748-ddb4-4d15-99c4-df81b70e5375.w... 16 CPTAC_3.c54eafa2-dfed-4af2-a452-6bab52be44ea.w... 17 CPTAC_3.d09ab84d-1191-4f55-b09c-8ba45adaabd4.w... 18 4c6649b9-8a82-4e9d-868a-e3b3c6fcd4e6.wxs.VarSc... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 93549178 [] 1 CT Image Storage DICOM 387946374 [] 2 CT Image Storage DICOM 387944906 [] 3 CT Image Storage DICOM 54307012 [] 4 CT Image Storage DICOM 3265026 [] 5 CT Image Storage DICOM 47034502 [] 6 CT Image Storage DICOM 47038774 [] 7 CT Image Storage DICOM 60634452 [] 8 CT Image Storage DICOM 58524296 [] 9 CT Image Storage DICOM 73816540 [] 10 Annotated Somatic Mutation MAF 551973 [normal, tumor] 11 Annotated Somatic Mutation MAF 6918264 [normal, tumor] 12 Annotated Somatic Mutation VCF 277931 [normal, tumor] 13 Annotated Somatic Mutation VCF 799763 [normal, tumor] 14 Annotated Somatic Mutation MAF 214225 [normal, tumor] 15 Annotated Somatic Mutation VCF 8232594 [normal, tumor] 16 Annotated Somatic Mutation VCF 1914303 [normal, tumor] 17 Annotated Somatic Mutation VCF 410351 [normal, tumor] 18 Annotated Somatic Mutation MAF 319289 [normal, tumor] |
| CPTAC.C3L-00817 | <NA> | <NA> | White | human | 1936 | <NA> | [GC, GDC, IDC, PDC] | data_source file_id access \ 0 IDC deea41eb-0475-467e-bdad-0b72e69ab1dc open 1 IDC 712ce330-977f-4e50-bd6d-b3dc2db6a48a open 2 IDC b1ca26a8-e7ca-40dd-a9eb-481415a8f95e open 3 IDC ca447e61-4c34-4098-93c3-2fa94723d4a7 open 4 IDC 0b94b095-8893-4f1c-9c34-22ef6a7adbc2 open 5 IDC f1243365-0149-43ae-baeb-482d52cc785b open 6 IDC 4cf00598-f86b-4d9c-896f-3fad606a3297 open 7 GDC b1e38140-1aeb-4268-8eb4-3926efaff430 controlled 8 GDC af7ecf5b-973d-4472-8262-90e94f674ee9 controlled 9 GDC 4fcd2d20-fbcd-4a83-8070-2653a9c8f888 controlled 10 GDC bd6f5f43-5460-4e8c-b973-1f151c97dd94 controlled 11 GDC e5677776-1c51-4aa7-b3f1-d4c50b227c20 controlled 12 GDC 44c5ee27-388d-4895-a745-a6709e42866e controlled 13 GDC 16af54f0-a11e-4b10-b38a-5b8de3ec5e5e controlled 14 GDC f74cf599-266f-4e0b-a1c4-c0266422b95c controlled 15 GDC c1f6f812-32da-44ca-ba62-d5d9bc232896 controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [kidney] Computed Tomography 6 [kidney] Computed Tomography 7 [blood, kidney] Simple Nucleotide Variation 8 [blood, kidney] Simple Nucleotide Variation 9 [blood, kidney] Simple Nucleotide Variation 10 [blood, kidney] Simple Nucleotide Variation 11 [blood, kidney] Simple Nucleotide Variation 12 [blood, kidney] Simple Nucleotide Variation 13 [blood, kidney] Simple Nucleotide Variation 14 [blood, kidney] Simple Nucleotide Variation 15 [blood, kidney] Simple Nucleotide Variation drs_uri \ 0 drs://dg.4dfc:02bf5a72-9913-4a9e-9a84-4ae92466... 1 drs://dg.4dfc:00d482c6-1f3c-4842-8264-b792768a... 2 drs://dg.4dfc:00cc233f-a412-4cfa-a685-933ba0a7... 3 drs://dg.4dfc:0087ef1b-c888-4293-9360-8cf46229... 4 drs://dg.4dfc:02542b23-cfae-4387-9e6f-732f1852... 5 drs://dg.4dfc:00ee3d80-9ef1-44bd-8ecb-6ff557db... 6 drs://dg.4dfc:44a0a234-1f0d-4b87-bf40-6f1c97b6... 7 drs://dg.4dfc:b1e38140-1aeb-4268-8eb4-3926efaf... 8 drs://dg.4dfc:af7ecf5b-973d-4472-8262-90e94f67... 9 drs://dg.4dfc:4fcd2d20-fbcd-4a83-8070-2653a9c8... 10 drs://dg.4dfc:bd6f5f43-5460-4e8c-b973-1f151c97... 11 drs://dg.4dfc:e5677776-1c51-4aa7-b3f1-d4c50b22... 12 drs://dg.4dfc:44c5ee27-388d-4895-a745-a6709e42... 13 drs://dg.4dfc:16af54f0-a11e-4b10-b38a-5b8de3ec... 14 drs://dg.4dfc:f74cf599-266f-4e0b-a1c4-c0266422... 15 drs://dg.4dfc:c1f6f812-32da-44ca-ba62-d5d9bc23... file_description \ 0 2X2 COR 1 2 x 2 sag 2 AXIALS 5 X 5 CONTRAST 3 2X2 COR 4 AXIALS 5 X 5 NON CONTRAST 5 2 x 2 sag 6 Scout 7 <NA> 8 <NA> 9 <NA> 10 <NA> 11 <NA> 12 <NA> 13 <NA> 14 <NA> 15 <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 <NA> 6 <NA> 7 753fabf1-b24f-4f01-b5f0-08bce71ab9e3.wxs.Pinde... 8 CPTAC_3.b9f492ad-9d7f-472a-824c-505242c0b4da.w... 9 CPTAC_3.ba42f0c8-8aa1-4caf-87ac-b6601cefdb53.w... 10 90c6f708-8b71-48c1-a4f3-fafe36bd7565.wxs.MuSE.... 11 CPTAC_3.9657d5a8-0a05-4009-a596-8b88652e6f18.w... 12 CPTAC_3.9c099b4a-39d2-4a6f-83d2-42870784ad6b.w... 13 a1103d46-1909-4b4a-9557-3cab44e43ebb.wxs.MuTec... 14 b9f06156-da49-4318-8155-73a1c5d2cbf5.wxs.VarSc... 15 CPTAC_3.f2b3714f-160d-47c3-b012-e1427a9b17c7.w... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 82782726 [] 1 CT Image Storage DICOM 114420000 [] 2 CT Image Storage DICOM 47067642 [] 3 CT Image Storage DICOM 84896486 [] 4 CT Image Storage DICOM 24325804 [] 5 CT Image Storage DICOM 119172088 [] 6 CT Image Storage DICOM 3329640 [] 7 Annotated Somatic Mutation MAF 567006 [normal, tumor] 8 Annotated Somatic Mutation VCF 2127544 [normal, tumor] 9 Annotated Somatic Mutation VCF 601094 [normal, tumor] 10 Annotated Somatic Mutation MAF 416734 [normal, tumor] 11 Annotated Somatic Mutation VCF 12311643 [normal, tumor] 12 Annotated Somatic Mutation VCF 364513 [normal, tumor] 13 Annotated Somatic Mutation MAF 9577457 [normal, tumor] 14 Annotated Somatic Mutation MAF 291027 [normal, tumor] 15 Annotated Somatic Mutation VCF 594189 [normal, tumor] |
| CPTAC.C3L-01034 | <NA> | <NA> | White | human | 1949 | <NA> | [GDC, IDC, PDC] | data_source file_id access \ 0 IDC cd808ebe-e244-4cb9-b0e8-9c4a435bb690 open 1 IDC 88afde8c-40f7-45c8-994b-f725c05b9fde open 2 IDC f86f7de2-b093-4ede-9266-be5fcf4d9081 open 3 GDC 338076c7-9734-4522-b32b-b06632fd0a5d controlled 4 GDC 77246bc5-0c0c-49bb-8db3-c3b3626fbdb6 controlled 5 GDC 35938aab-b151-44a6-bdca-9b48c4095313 controlled 6 GDC 42e2a69e-33cd-4e3f-b53a-06df8aff3764 controlled 7 GDC 3aa0bbb0-cfe2-4932-a30f-e12ee5063a59 controlled 8 GDC 183d5abe-19ed-42ad-9fd0-d1e3df12c435 controlled 9 GDC fc1810be-ab27-4c51-89d9-3077cbdc1d21 controlled 10 GDC 82350454-a7ac-4be5-8aba-d855e8aab069 controlled 11 GDC 8e477085-0206-469a-b3fa-133a2cde5855 controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [blood, kidney] Simple Nucleotide Variation 4 [blood, kidney] Simple Nucleotide Variation 5 [blood, kidney] Simple Nucleotide Variation 6 [blood, kidney] Simple Nucleotide Variation 7 [blood, kidney] Simple Nucleotide Variation 8 [blood, kidney] Simple Nucleotide Variation 9 [blood, kidney] Simple Nucleotide Variation 10 [blood, kidney] Simple Nucleotide Variation 11 [blood, kidney] Simple Nucleotide Variation drs_uri file_description \ 0 drs://dg.4dfc:062433eb-f226-40d5-b416-83833717... <NA> 1 drs://dg.4dfc:0184780f-620d-4837-9ed7-42ecf1e3... <NA> 2 drs://dg.4dfc:029214e1-b163-420f-b8cb-e6440764... <NA> 3 drs://dg.4dfc:338076c7-9734-4522-b32b-b06632fd... <NA> 4 drs://dg.4dfc:77246bc5-0c0c-49bb-8db3-c3b3626f... <NA> 5 drs://dg.4dfc:35938aab-b151-44a6-bdca-9b48c409... <NA> 6 drs://dg.4dfc:42e2a69e-33cd-4e3f-b53a-06df8aff... <NA> 7 drs://dg.4dfc:3aa0bbb0-cfe2-4932-a30f-e12ee506... <NA> 8 drs://dg.4dfc:183d5abe-19ed-42ad-9fd0-d1e3df12... <NA> 9 drs://dg.4dfc:fc1810be-ab27-4c51-89d9-3077cbdc... <NA> 10 drs://dg.4dfc:82350454-a7ac-4be5-8aba-d855e8aa... <NA> 11 drs://dg.4dfc:8e477085-0206-469a-b3fa-133a2cde... <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 CPTAC_3.8c6a4f8a-d6a1-4699-be5e-bd2c6a123814.w... 4 52d32cda-52fa-4783-ac4a-ea5459be36af.wxs.MuTec... 5 6bdc41ce-0a78-4593-a85f-48b57e13fc62.wxs.Pinde... 6 CPTAC_3.1d2afc7d-a7b0-4742-ae45-9c9a40160301.w... 7 4f49209a-9896-4f6b-9572-bd2f4054c884.wxs.VarSc... 8 CPTAC_3.380eeb6f-88d0-4916-8f1c-2d0c932722d8.w... 9 CPTAC_3.5a871715-78ca-4bed-9075-8ef3649e1215.w... 10 4fa9d5d4-6428-4b80-91ae-3b66745e3c11.wxs.MuSE.... 11 CPTAC_3.6f8d080c-0756-4572-967a-51d80590aa31.w... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 43861180 [] 1 CT Image Storage DICOM 47560256 [] 2 CT Image Storage DICOM 43858890 [] 3 Annotated Somatic Mutation VCF 1594805 [normal, tumor] 4 Annotated Somatic Mutation MAF 3058469 [normal, tumor] 5 Annotated Somatic Mutation MAF 55482 [normal, tumor] 6 Annotated Somatic Mutation VCF 3887620 [normal, tumor] 7 Annotated Somatic Mutation MAF 215078 [normal, tumor] 8 Annotated Somatic Mutation VCF 74123 [normal, tumor] 9 Annotated Somatic Mutation VCF 139459 [normal, tumor] 10 Annotated Somatic Mutation MAF 97241 [normal, tumor] 11 Annotated Somatic Mutation VCF 278254 [normal, tumor] |
| CPTAC.C3L-01352 | <NA> | Hispanic or Latino | White | human | 1940 | <NA> | [GC, GDC, IDC, PDC] | data_source file_id access \ 0 IDC 4d4ef749-246c-4cbd-89cf-e6c918698378 open 1 IDC a470aeb0-2b08-4bd1-b2b5-13de8cd2e4f7 open 2 IDC bda6db43-fe61-4175-8377-12a8b2d05f24 open 3 IDC 864750eb-7c59-4c9a-8cec-807f774e073d open 4 IDC 650377d6-86b0-4bba-b065-304df8c9610b open 5 IDC d8838e6e-3bfe-4720-a5a3-332ec15903f1 open 6 IDC 9ebd59a4-1d99-44da-b83e-b0e64edd7e0b open 7 IDC 519f7985-c50d-463b-ac66-9edad626438b open 8 IDC 59297c3d-f0b0-4236-b093-fc1ee9223954 open 9 IDC 3121432a-be48-4e1e-9ba5-36836225ec9a open 10 IDC 8b29c0bb-6e7f-4ace-83f2-3973b367f1b7 open 11 GDC 38759f15-03b7-46c3-b327-bb5964718628 controlled 12 GDC 37c30265-e0d8-4d97-8956-6d14437ae6c9 controlled 13 GDC 99b536ba-8419-4b85-a259-abc45b7835a0 controlled 14 GDC 66d19235-4ebf-4315-9466-dfd8f0f07d2e controlled 15 GDC cdba965e-f811-4a3d-8aca-979319190a4b controlled 16 GDC 96e385cb-4e52-45f9-99c7-7ea9382ac966 controlled 17 GDC 2ea78ab5-8c69-40c9-b62d-3bc65aab5adb controlled 18 GDC 078d224a-f569-4216-8579-ec5e0eee3c2c controlled 19 GDC 4112afe7-d80f-4cea-aca4-193d2aeef76a controlled anatomic_site category \ 0 [kidney] Computed Tomography 1 [kidney] Computed Tomography 2 [kidney] Computed Tomography 3 [kidney] Computed Tomography 4 [kidney] Computed Tomography 5 [kidney] Computed Tomography 6 [kidney] Computed Tomography 7 [kidney] Computed Tomography 8 [kidney] Computed Tomography 9 [kidney] Computed Tomography 10 [kidney] Computed Tomography 11 [blood, kidney] Simple Nucleotide Variation 12 [blood, kidney] Simple Nucleotide Variation 13 [blood, kidney] Simple Nucleotide Variation 14 [blood, kidney] Simple Nucleotide Variation 15 [blood, kidney] Simple Nucleotide Variation 16 [blood, kidney] Simple Nucleotide Variation 17 [blood, kidney] Simple Nucleotide Variation 18 [blood, kidney] Simple Nucleotide Variation 19 [blood, kidney] Simple Nucleotide Variation drs_uri file_description \ 0 drs://dg.4dfc:02a053a4-3141-4a9b-be47-067695ed... SAG 3MM THICK AVERAGE 1 drs://dg.4dfc:001c9d0f-1f64-46fc-913d-8003c80f... COR 3MM THICK AVG 2 drs://dg.4dfc:0391567b-aee9-47a7-ae15-2f98f85e... COR 3MM THICK AVG 3 drs://dg.4dfc:0189f9dc-1402-40c5-902a-756dd3d3... NON CON SS 40 4 drs://dg.4dfc:0052ec74-e11c-4b8c-9799-16c9500f... 2.5 standard 5 drs://dg.4dfc:0c712bbc-83bc-452c-b3e4-45feb3d1... LUNG SS 30 6 drs://dg.4dfc:00008f52-5cc6-4df4-a3b7-9ed9913f... SAG 3MM THICK AVERAGE 7 drs://dg.4dfc:0042e46c-6c9e-4f0e-9759-1b4a7a0c... 2.5MM ADRENAL 8 drs://dg.4dfc:e29d098c-76db-4923-b4be-dba68440... SCOUT 9 drs://dg.4dfc:03cff259-8fdd-4b5c-ad23-60aa0646... CORTICAL SS 40 10 drs://dg.4dfc:05999f2a-c156-459d-bcfd-d35ed538... SAG 3MM THICK AVERAGE 11 drs://dg.4dfc:38759f15-03b7-46c3-b327-bb596471... <NA> 12 drs://dg.4dfc:37c30265-e0d8-4d97-8956-6d14437a... <NA> 13 drs://dg.4dfc:99b536ba-8419-4b85-a259-abc45b78... <NA> 14 drs://dg.4dfc:66d19235-4ebf-4315-9466-dfd8f0f0... <NA> 15 drs://dg.4dfc:cdba965e-f811-4a3d-8aca-97931919... <NA> 16 drs://dg.4dfc:96e385cb-4e52-45f9-99c7-7ea9382a... <NA> 17 drs://dg.4dfc:2ea78ab5-8c69-40c9-b62d-3bc65aab... <NA> 18 drs://dg.4dfc:078d224a-f569-4216-8579-ec5e0eee... <NA> 19 drs://dg.4dfc:4112afe7-d80f-4cea-aca4-193d2aee... <NA> file_name \ 0 <NA> 1 <NA> 2 <NA> 3 <NA> 4 <NA> 5 <NA> 6 <NA> 7 <NA> 8 <NA> 9 <NA> 10 <NA> 11 CPTAC_3.e2f9236f-95cd-4989-968d-315b38543757.w... 12 CPTAC_3.37ee235a-dd3a-4255-881a-80bbc694c6c3.w... 13 d01f4064-a2b8-46ae-a5cf-ea8b7139d445.wxs.VarSc... 14 CPTAC_3.7baa76f9-9c77-4d25-b97c-7b3787f9672b.w... 15 CPTAC_3.32556bad-af34-4bff-be89-eff97d0d310b.w... 16 CPTAC_3.fdd8ac4f-834f-444f-97d1-5ebecf51bac8.w... 17 3cbe46a1-a9c0-4ecc-85f3-174ccfa584d8.wxs.MuTec... 18 ccc2cc08-c5f5-4395-b5fb-c9cbfda342cc.wxs.Pinde... 19 0b7f8de9-a36d-4177-95bb-5fdbe9bcbe83.wxs.MuSE.... file_type format size tumor_vs_normal 0 CT Image Storage DICOM 65384236 [] 1 CT Image Storage DICOM 52728460 [] 2 CT Image Storage DICOM 52728556 [] 3 CT Image Storage DICOM 62402216 [] 4 CT Image Storage DICOM 61345910 [] 5 CT Image Storage DICOM 12691938 [] 6 CT Image Storage DICOM 59583880 [] 7 CT Image Storage DICOM 53942686 [] 8 CT Image Storage DICOM 3919282 [] 9 CT Image Storage DICOM 101011340 [] 10 CT Image Storage DICOM 55365530 [] 11 Annotated Somatic Mutation VCF 389572 [normal, tumor] 12 Annotated Somatic Mutation VCF 6276243 [normal, tumor] 13 Annotated Somatic Mutation MAF 363342 [normal, tumor] 14 Annotated Somatic Mutation VCF 2584338 [normal, tumor] 15 Annotated Somatic Mutation VCF 440445 [normal, tumor] 16 Annotated Somatic Mutation VCF 723564 [normal, tumor] 17 Annotated Somatic Mutation MAF 5675307 [normal, tumor] 18 Annotated Somatic Mutation MAF 505313 [normal, tumor] 19 Annotated Somatic Mutation MAF 309909 [normal, tumor] |
| (54 more rows not shown) | ||||||||
Now I have a new column called file_data, where each row has the data_source, file_id, and access collated by file. This is great if i'm putting it into another command, but its kind of hard to read as a human, so I'm going to expand_subject_results, which will take all the info in this subject search, and expand it out into a new dataframe:
In [9]:
Copied!
expand_subject_results(CTmutation, 'file_data')
expand_subject_results(CTmutation, 'file_data')
Out[9]:
Loading ITables v2.9.1 from the init_notebook_mode cell...
(need help?)
|
| ⓘsubject_id | data_source | file_id | access | anatomic_site | category | drs_uri | file_description | file_name | file_type | format | size | tumor_vs_normal |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CPTAC.C3L-00608 | IDC | 83a042d6-9723-4c03-a544-61c258e9b376 | open | [kidney] | Computed Tomography | 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| KIDNEYS WO | <NA> | CT Image Storage | DICOM | 63499286 | [] |
| CPTAC.C3L-00608 | IDC | 071a2d48-c53d-47ba-b00b-8d9303e47985 | open | [kidney] | Computed Tomography | 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| SAG 2X2 | <NA> | CT Image Storage | DICOM | 105505536 | [] |
| CPTAC.C3L-00608 | IDC | 1c1fffdf-5f0b-4bc3-961d-0ba811ee956a | open | [kidney] | Computed Tomography | 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| COR 2X2 | <NA> | CT Image Storage | DICOM | 73854042 | [] |
| CPTAC.C3L-00608 | IDC | 4217bb8a-0f2f-42ea-8e40-45f1391c201b | open | [kidney] | Computed Tomography | 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| COR 2X2 | <NA> | CT Image Storage | DICOM | 73854040 | [] |
| CPTAC.C3L-00608 | IDC | 1f807097-cc6b-425c-8400-71c8a897f1d1 | open | [kidney] | Computed Tomography | 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| NEPHRO PHASE A/P | <NA> | CT Image Storage | DICOM | 64563394 | [] |
| CPTAC.C3L-00608 | IDC | 9a6f1459-0c98-44a0-977c-bbbf9ed37f86 | open | [kidney] | Computed Tomography | 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| SAG 2X2 | <NA> | CT Image Storage | DICOM | 103388250 | [] |
| CPTAC.C3L-00608 | IDC | 7bce7ab3-bc03-48cc-a986-bd1e8d85a885 | open | [kidney] | Computed Tomography | 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| SAG 2X2 | <NA> | CT Image Storage | DICOM | 103395212 | [] |
| CPTAC.C3L-00608 | IDC | 24d8f6ea-da6d-4f89-8268-5ae257937f80 | open | [kidney] | Computed Tomography | 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| DIAPHRAM TO CREST 3 MIN | <NA> | CT Image Storage | DICOM | 62976528 | [] |
| CPTAC.C3L-00608 | IDC | 8898980a-fe3c-45e1-8d39-666f4d7bf93a | open | [kidney] | Computed Tomography | drs://dg.4dfc:a70c4b06-a592-4751-a624-d16d18fd6290,drs://dg.4dfc:d6e8322c-56c2-48bb-b5d3-7d47cdc0d7f0 | SCOUT | <NA> | CT Image Storage | DICOM | 3115404 | [] |
| CPTAC.C3L-00608 | IDC | 0f44b7ec-9a9b-420b-b41a-d51ef6c8c600 | open | [kidney] | Computed Tomography | 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| COR 2X2 | <NA> | CT Image Storage | DICOM | 74376068 | [] |
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Note that my search originally had 62 subjects, one per row, with all their information for each column squished into that row. In the expanded version, I still have 62 subjects, but now subjects can have lots of rows, and each column only has the values that go together. Scroll through the table, and see that for the Computed Tomography results, there are still lots of drs_uris in a single row. Thats because CT scans themselves are usually composed of lots of layered images, so a given row is showing you the image set that makes up the CT, and the other variables that go with it. You'll have to scroll way to the right, but you can also see that CTs don't usually have tumor_normal values.
If you go to the second page of results, there are some Annotated Somatic Mutation files. These only have one drs_uri each, because mutation files are usually not split up, and if you scroll way to the right, you'll see that they do have tumor_vs_normal values. Thats because the files themselves are information about mutations, and to know if a basepair is a mutation, you need to compare it to something. In all of these MAFs and VCFs, the mutation is one found in one persons tumor when compared to their normal tissue, so all of these are built with both normal and tumor data.