Closed achave11-ucsc closed 1 year ago
This was initially discussed on Slack. Since then more instances of this problem have accumulated.
@hannes-ucsc : "@theathorn spike to follow up with the wrangling teams and ingest. EBI ingest should implement a validation rule that rejects spreadsheets with single valued cells containing a joiner. The invariant condition should be that metadata in a staging area contains no joiners."
Added this issue to the July 5th post-demo discussion agenda.
Check if prod
projects fixed in dcp19 release.
Only one affected project was identified in dcp19
:
425c2759-db66-4c93-a358-a562c069b1f1
Slack thread for Wei: "We will update this for release 20. We are running into an issue with ontology updates."
Assignee to check dcp20 to confirm there are no projects remaining in prod
with this issue.
No metadata was found to contain the unwanted character (||
) in the dcp20
catalog.
We still need to copy updated snapshots from prod
to dev
for the projects listed in the the description under dev
.
@hannes-ucsc : "reached out to Nate, no response yet."
@hannes-ucsc: "Nate tentatively agreed to put this on the September / October timeline. I still need to get the Jira ticket reference from Nate."
https://broadworkbench.atlassian.net/browse/DI-126
We need to park this ticket until that JIRA ticket is done.
@theathorn should watch this ticket (click the button on the ticket).
DI-126 is in progress.
DI-126 is "Waiting".
From Slack thread: The seven snapshots have been added to the HCA Dev tracking sheet here: https://docs.google.com/spreadsheets/d/1yYiB3TrX0wvLCHvtWY1GTZZcAf5MmMREgn52OKCHsqs/edit?pli=1#gid=1005857707
Assignee to verify that all occurrences of ||
have been fixed.
Confirmed the character sequence ||
does not occur in any of the tables from the following seven snapshots:
dev
Affected projects in catalog
dcp2
df88f39f-01a8-4b5b-92f4-3177d6c0f242
d2111fac-3fc4-4f42-9b6d-32cd6a828267
d3ac7c1b-5302-4804-b611-dad9f89c049d
51f02950-ee25-4f4b-8d07-59aa99bb3498
e526d91d-cf3a-44cb-80c5-fd7676b55a1d
05657a59-9f9d-4bb9-b77b-24be13aa5cea
c5f46615-68de-4cf4-bbc2-a0ae10f08243
Detailed list of occurrences
``` datarepo-dev-27ad01e5.hca_dev_df88f39f01a84b5b92f43177d6c0f242__20210827_20210928.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-dev-5674b4eb.hca_dev_d2111fac3fc44f429b6d32cd6a828267__20210830_20210903.differentiation_protocol "publication_doi":"10.1038/nprot.2014.158||10.1038/nature12517 ``` ``` datarepo-dev-e5bc6d76.hca_dev_d3ac7c1b53024804b611dad9f89c049d__20210827_20211015.analysis_protocol "computational_method":"read alignment||transcript counting||quality control" ``` ``` datarepo-dev-bb8fbae4.hca_dev_51f02950ee254f4b8d0759aa99bb3498__20210827_20210928.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-dev-b839d6c7.hca_dev_e526d91dcf3a44cb80c5fd7676b55a1d__20210902_20210907.cell_suspension "growth_medium":"BronchiaLife media || ALI medium" ``` ``` datarepo-dev-37639c56.hca_dev_05657a599f9d4bb9b77b24be13aa5cea__20210827_20210928.project "organization":"UK Medical Research Council||Wellcome Trust||European Union" ``` ``` datarepo-dev-aa783adb.hca_dev_c5f4661568de4cf4bbc2a0ae10f08243__20210827_20210928.analysis_protocol "computational_method":"read alignment||transcript counting" ```prod
Affected projects in catalog
dcp1
e0009214-c0a0-4a7b-96e2-d6a83e966ce0
Detailed list of occurrences
``` datarepo-224af5ae.hca_prod_e0009214c0a04a7b96e2d6a83e966ce0__20220113_dcp1_20220126_dcp1.enrichment_protocol "text":"microfluidic droplet platform|| fluorescence-activated cell sorting" ```Affected projects in catalog
dcp16
005d611a-14d5-4fbf-846e-571a1f874f70
04ad400c-58cb-40a5-bc2b-2279e13a910b
0562d2ae-0b8a-459e-bbc0-6357108e5da9
05657a59-9f9d-4bb9-b77b-24be13aa5cea
074a9f88-729a-455d-bca5-0ce80edf0cea
0b299140-25b5-4861-a69f-7651ff3f46cf
20f37aaf-caa1-40e6-9123-be6ce8feb2d6
24d0dbbc-54eb-4904-8141-934d26f1c936
2c041c26-f75a-495f-ab36-a076f89d422a
40272c3b-4697-4bd4-ba3f-82fa96b9bf71
425c2759-db66-4c93-a358-a562c069b1f1
45c2c853-d06f-4879-957e-f1366fb5d423
51f02950-ee25-4f4b-8d07-59aa99bb3498
5b328561-4a97-40ac-b7ad-6a90fc59d374
5b5f05b7-2482-468d-b76d-8f68c04a7a47
6ac8e777-f9a0-4288-b5b0-446e8eba3078
91af6e2f-65f2-44ec-98e0-ba4e98db22c8
94e4ee09-9b4b-410a-84dc-a751ad36d0df
c0518445-3b3b-49c6-b8fc-c41daa4eacba
c5f46615-68de-4cf4-bbc2-a0ae10f08243
c7c54245-548b-4d4f-b15e-0d7e238ae6c8
d2111fac-3fc4-4f42-9b6d-32cd6a828267
d3ac7c1b-5302-4804-b611-dad9f89c049d
d71c76d3-3670-4774-a9cf-034249d37c60
d7b7beae-652b-4fc0-9bf2-bcda7c7115af
df88f39f-01a8-4b5b-92f4-3177d6c0f242
e0009214-c0a0-4a7b-96e2-d6a83e966ce0
e526d91d-cf3a-44cb-80c5-fd7676b55a1d
e57dc176-ab98-446b-90c2-89e0842152fd
f86f1ab4-1fbb-4510-ae35-3ffd752d4dfc
Detailed list of occurrences
``` datarepo-d6e13093.hca_prod_df88f39f01a84b5b92f43177d6c0f242__20220119_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-6b360d3f.hca_prod_5b5f05b72482468db76d8f68c04a7a47__20220117_dcp2_20220307_dcp14.library_preparation_protocol "catalog_number":"PN-120237||PN-120236||PN-120262" ``` ``` datarepo-4b461192.hca_prod_45c2c853d06f4879957ef1366fb5d423__20220303_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-17088287.hca_prod_5b3285614a9740acb7ad6a90fc59d374__20220117_dcp2_20220120_dcp12.analysis_protocol "computational_method":"Seurat||scran" ``` ``` datarepo-17088287.hca_prod_5b3285614a9740acb7ad6a90fc59d374__20220117_dcp2_20220120_dcp12.sequence_file "library_prep_id":"library_protocol_scRNA_v3||library_protocol_HTO" ``` ``` datarepo-5d6926b7.hca_prod_c7c54245548b4d4fb15e0d7e238ae6c8__20220330_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-bb0322f9.hca_prod_04ad400c58cb40a5bc2b2279e13a910b__20220114_dcp2_20220330_dcp15.analysis_protocol "computational_method":"CellRanger||Scanpy v.1.4.4" ``` ``` datarepo-a718a79a.hca_prod_d2111fac3fc44f429b6d32cd6a828267__20220119_dcp2_20220121_dcp12.differentiation_protocol "publication_doi":"10.1038/nprot.2014.158||10.1038/nature12517"} ``` ``` datarepo-62e87fe3.hca_prod_c5f4661568de4cf4bbc2a0ae10f08243__20220118_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-c64a357d.hca_prod_f86f1ab41fbb4510ae353ffd752d4dfc__20220119_dcp2_20220121_dcp12.project "publications":[{"authors":["Baron M||Veres A||Wolock SL||Faust AL||Gaujoux R||Vetere A||Hyoje Ryu J||Wagner BK||Shen-Orr SS||Klein AM||Melton DA||Yanai I"] ``` ``` datarepo-589be0ea.hca_prod_0b29914025b54861a69f7651ff3f46cf__20220519_dcp2_20220519_dcp16.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-67ebf8c0.hca_prod_40272c3b46974bd4ba3f82fa96b9bf71__20220303_dcp2_20220330_dcp15.library_preparation_protocol "library_construction_kit":{"retail_name":"Single Cell 3′ Library & Gel Bead kit version 2||i7 Multiplex kit","catalog_number":"120237||120262","manufacturer":"10X Genomics||10X Genomics"} ``` ``` datarepo-4fb4619a.hca_prod_074a9f88729a455dbca50ce80edf0cea__20220107_dcp2_20220307_dcp14.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-c6955be8.hca_prod_94e4ee099b4b410a84dca751ad36d0df__20220519_dcp2_20220519_dcp16.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-458232e4.hca_prod_51f02950ee254f4b8d0759aa99bb3498__20220117_dcp2_20220120_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-145862d0.hca_prod_c05184453b3b49c6b8fcc41daa4eacba__20220213_dcp2_20220307_dcp14.analysis_protocol "computational_method":"CellRanger 2.0.2 || SoupX || Scrublet" ``` ``` datarepo-ef305f42.hca_prod_005d611a14d54fbf846e571a1f874f70__20220111_dcp2_20220307_dcp14.project "authors":["Kanton S||Boyle MJ||He Z||Santel M||Weigert A||Sanchis-Calleja F||Guijarro P||Sidow L||Fleck JS||Han D||Qian Z||Heide M||Huttner WB||Khaitovich P||Paabo S||Treutlein B||Camp JG"] ``` ``` datarepo-7defc353.hca_prod_20f37aafcaa140e69123be6ce8feb2d6__20220111_dcp2_20220114_dcp12.collection_protocol "publication_doi":"10.1093/nar/gkw928||10.1038/nature22403"} ``` ``` datarepo-7defc353.hca_prod_20f37aafcaa140e69123be6ce8feb2d6__20220111_dcp2_20220114_dcp12.differentiation_protocol "publication_doi":"10.1038/nature10648||10.1038/nbt.1529||10.1016/j.stem.2010.03.001"} ``` ``` datarepo-6eecb96e.hca_prod_2c041c26f75a495fab36a076f89d422a__20220303_dcp2_20220307_dcp14.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-921c7df9.hca_prod_e526d91dcf3a44cb80c5fd7676b55a1d__20220119_dcp2_20220121_dcp12.cell_suspension "growth_medium":"BronchiaLife media || ALI medium" ``` ``` datarepo-54af5ab6.hca_prod_91af6e2f65f244ec98e0ba4e98db22c8__20220303_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-3b6cd966.hca_prod_425c2759db664c93a358a562c069b1f1__20220519_dcp2_20220519_dcp16.project "laboratory":"Laboratory of Myeloid Cell Biology in Tissue Homeostasis and Regeneration||Department of Biomedical Molecular Biology, Faculty of Science", "institution":"Laboratory of Myeloid Cell Biology in Tissue Homeostasis and Regeneration||Department of Biomedical Molecular Biology, Faculty of Science||Laboratory of Myeloid Cell Biology in Tissue Damage and Inflammation" "institution":"École Polytechnique Fédérale de Lausanne (EPFL)||Swiss Institute of Bioinformatics (SIB)" ``` ``` datarepo-7796a030.hca_prod_d7b7beae652b4fc09bf2bcda7c7115af__20220119_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-ecd5ed43.hca_prod_6ac8e777f9a04288b5b0446e8eba3078__20220303_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-ecd5ed43.hca_prod_6ac8e777f9a04288b5b0446e8eba3078__20220303_dcp2_20220330_dcp15.cell_suspension "genotype":"14823_sample_cells||15192_sample_cells||15209_sample_cells||15210_sample_cells" ``` ``` datarepo-1e99243c.hca_prod_d3ac7c1b53024804b611dad9f89c049d__20220119_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting||quality control" ``` ``` datarepo-b11dcc58.hca_prod_d71c76d336704774a9cf034249d37c60__20220213_dcp2_20220214_dcp13.analysis_protocol "computational_method":"Cell Ranger v2.1.0||Seraut v2.3.0" ``` ``` datarepo-bc2fe57d.hca_prod_24d0dbbc54eb49048141934d26f1c936__20220303_dcp2_20220519_dcp16.analysis_protocol "computational_method":"CellRanger v3.0.0||pRESTO v0.5.10||IgBLAST v1.12.0||TIgGER v0.3.1||ChangeO v0.4.5||Shazam v0.1.11" ``` ``` datarepo-8d441277.hca_prod_e57dc176ab98446b90c289e0842152fd__20220119_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-c531f177.hca_prod_0562d2ae0b8a459ebbc06357108e5da9__20220330_dcp2_20220519_dcp16.analysis_protocol "computational_method":"Drop-seq toolkit||DigitalExpression" ``` ``` datarepo-319b223a.hca_prod_e0009214c0a04a7b96e2d6a83e966ce0__20220119_dcp2_20220126_dcp12.enrichment_protocol "text":"microfluidic droplet platform|| fluorescence-activated cell sorting" ``` ``` datarepo-991fac12.hca_prod_05657a599f9d4bb9b77b24be13aa5cea__20220110_dcp2_20220214_dcp13.project "organization":"UK Medical Research Council||Wellcome Trust||European Union" "computational_method":"read alignment||transcript counting" ```Affected projects in catalog
dcp17
005d611a-14d5-4fbf-846e-571a1f874f70
04ad400c-58cb-40a5-bc2b-2279e13a910b
0562d2ae-0b8a-459e-bbc0-6357108e5da9
05657a59-9f9d-4bb9-b77b-24be13aa5cea
074a9f88-729a-455d-bca5-0ce80edf0cea
0777b9ef-91f3-468b-9dea-db477437aa1a
0b299140-25b5-4861-a69f-7651ff3f46cf
20f37aaf-caa1-40e6-9123-be6ce8feb2d6
24d0dbbc-54eb-4904-8141-934d26f1c936
2c041c26-f75a-495f-ab36-a076f89d422a
34da2c5f-8011-48af-a7fd-ad2f56ec10f4
40272c3b-4697-4bd4-ba3f-82fa96b9bf71
425c2759-db66-4c93-a358-a562c069b1f1
45c2c853-d06f-4879-957e-f1366fb5d423
51f02950-ee25-4f4b-8d07-59aa99bb3498
5b328561-4a97-40ac-b7ad-6a90fc59d374
5b5f05b7-2482-468d-b76d-8f68c04a7a47
6ac8e777-f9a0-4288-b5b0-446e8eba3078
7be05025-9972-493a-856f-3342a8d1b183
91af6e2f-65f2-44ec-98e0-ba4e98db22c8
94e4ee09-9b4b-410a-84dc-a751ad36d0df
a62dae2e-cd69-4d5c-b5f8-4f7e8abdbafa
a9f5323a-ce71-471c-9caf-04cc118fd1d7
c0518445-3b3b-49c6-b8fc-c41daa4eacba
c5f46615-68de-4cf4-bbc2-a0ae10f08243
c7c54245-548b-4d4f-b15e-0d7e238ae6c8
d2111fac-3fc4-4f42-9b6d-32cd6a828267
d3ac7c1b-5302-4804-b611-dad9f89c049d
d71c76d3-3670-4774-a9cf-034249d37c60
d7b7beae-652b-4fc0-9bf2-bcda7c7115af
df88f39f-01a8-4b5b-92f4-3177d6c0f242
e0009214-c0a0-4a7b-96e2-d6a83e966ce0
e526d91d-cf3a-44cb-80c5-fd7676b55a1d
e57dc176-ab98-446b-90c2-89e0842152fd
f86f1ab4-1fbb-4510-ae35-3ffd752d4dfc
Detailed list of occurrences
``` datarepo-d6e13093.hca_prod_df88f39f01a84b5b92f43177d6c0f242__20220119_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-4b461192.hca_prod_45c2c853d06f4879957ef1366fb5d423__20220303_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-17088287.hca_prod_5b3285614a9740acb7ad6a90fc59d374__20220117_dcp2_20220120_dcp12.analysis_protocol "computational_method":"Seurat||scran","provenance" datarepo-17088287.hca_prod_5b3285614a9740acb7ad6a90fc59d374__20220117_dcp2_20220120_dcp12.sequence_file "library_protocol_scRNA_v3||library_protocol_HTO" ``` ``` datarepo-5d6926b7.hca_prod_c7c54245548b4d4fb15e0d7e238ae6c8__20220330_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-a718a79a.hca_prod_d2111fac3fc44f429b6d32cd6a828267__20220119_dcp2_20220121_dcp12.differentiation_protocol "publication_doi":"10.1038/nprot.2014.158||10.1038/nature12517" ``` ``` datarepo-c9a47174.hca_prod_5b5f05b72482468db76d8f68c04a7a47__20220117_dcp2_20220607_dcp17.library_preparation_protocol "catalog_number":"PN-120237||PN-120236||PN-120262" ``` ``` datarepo-eb73a0f3.hca_prod_34da2c5f801148afa7fdad2f56ec10f4__20220606_dcp2_20220607_dcp17.analysis_protocol "computational_method":"Cell Ranger v3.1.0||SCAFE (https://github.com/chung-lab/scafe)" ``` ``` datarepo-62e87fe3.hca_prod_c5f4661568de4cf4bbc2a0ae10f08243__20220118_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-c64a357d.hca_prod_f86f1ab41fbb4510ae353ffd752d4dfc__20220119_dcp2_20220121_dcp12.project "publications":[{"authors":["Baron M||Veres A||Wolock SL||Faust AL||Gaujoux R||Vetere A||Hyoje Ryu J||Wagner BK||Shen-Orr SS||Klein AM||Melton DA||Yanai I"] ``` ``` datarepo-589be0ea.hca_prod_0b29914025b54861a69f7651ff3f46cf__20220519_dcp2_20220519_dcp16.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-67ebf8c0.hca_prod_40272c3b46974bd4ba3f82fa96b9bf71__20220303_dcp2_20220330_dcp15.library_preparation_protocol "library_construction_kit":{"retail_name":"Single Cell 3′ Library & Gel Bead kit version 2||i7 Multiplex kit","catalog_number":"120237||120262","manufacturer":"10X Genomics||10X Genomics"} ``` ``` datarepo-b79b6e00.hca_prod_7be050259972493a856f3342a8d1b183__20220606_dcp2_20220607_dcp17.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-e3d0317e.hca_prod_a9f5323ace71471c9caf04cc118fd1d7__20220606_dcp2_20220607_dcp17.analysis_protocol "computational_method":"CellRanger 3.0.2||STAR 2.6.1d||Scrublet software 0.2.1" ``` ``` `datarepo-4fb4619a.hca_prod_074a9f88729a455dbca50ce80edf0cea__20220107_dcp2_20220307_dcp14.analysis_protocol` "computational_method":"read alignment||transcript counting" ``` ``` `datarepo-91af9f1b.hca_prod_04ad400c58cb40a5bc2b2279e13a910b__20220114_dcp2_20220607_dcp17.analysis_protocol` "computational_method":"CellRanger||Scanpy v.1.4.4" ``` ``` datarepo-c6955be8.hca_prod_94e4ee099b4b410a84dca751ad36d0df__20220519_dcp2_20220519_dcp16.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-458232e4.hca_prod_51f02950ee254f4b8d0759aa99bb3498__20220117_dcp2_20220120_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-145862d0.hca_prod_c05184453b3b49c6b8fcc41daa4eacba__20220213_dcp2_20220307_dcp14.analysis_protocol "computational_method":"CellRanger 2.0.2 || SoupX || Scrublet" ``` ``` `datarepo-0c908bdf.hca_prod_005d611a14d54fbf846e571a1f874f70__20220111_dcp2_20220607_dcp17.project` "authors":["Kanton S||Boyle MJ||He Z||Santel M||Weigert A||Sanchis-Calleja F||Guijarro P||Sidow L||Fleck JS||Han D||Qian Z||Heide M||Huttner WB||Khaitovich P||Paabo S||Treutlein B||Camp JG"] ``` ``` datarepo-c1f0a228.hca_prod_425c2759db664c93a358a562c069b1f1__20220519_dcp2_20220607_dcp17.project "laboratory":"Laboratory of Myeloid Cell Biology in Tissue Homeostasis and Regeneration||Department of Biomedical Molecular Biology, Faculty of Science","address":"Technologiepark-Zwijnaarde 71, Ghent 9052, Belgium" "institution":"Laboratory of Myeloid Cell Biology in Tissue Homeostasis and Regeneration||Department of Biomedical Molecular Biology, Faculty of Science||Laboratory of Myeloid Cell Biology in Tissue Damage and Inflammation" ``` ``` datarepo-6eecb96e.hca_prod_2c041c26f75a495fab36a076f89d422a__20220303_dcp2_20220307_dcp14.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-10a33a05.hca_prod_a62dae2ecd694d5cb5f84f7e8abdbafa__20220606_dcp2_20220607_dcp17.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-921c7df9.hca_prod_e526d91dcf3a44cb80c5fd7676b55a1d__20220119_dcp2_20220121_dcp12.cell_suspension "growth_medium":"BronchiaLife media || ALI medium" ``` ``` datarepo-54af5ab6.hca_prod_91af6e2f65f244ec98e0ba4e98db22c8__20220303_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-7796a030.hca_prod_d7b7beae652b4fc09bf2bcda7c7115af__20220119_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-ecd5ed43.hca_prod_6ac8e777f9a04288b5b0446e8eba3078__20220303_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" datarepo-ecd5ed43.hca_prod_6ac8e777f9a04288b5b0446e8eba3078__20220303_dcp2_20220330_dcp15.cell_suspension "genotype":"14823_sample_cells||15192_sample_cells||15209_sample_cells||15210_sample_cells" ``` ``` datarepo-1e99243c.hca_prod_d3ac7c1b53024804b611dad9f89c049d__20220119_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting||quality control" ``` ``` datarepo-b11dcc58.hca_prod_d71c76d336704774a9cf034249d37c60__20220213_dcp2_20220214_dcp13.analysis_protocol "computational_method":"Cell Ranger v2.1.0||Seraut v2.3.0" ``` ``` datarepo-bc2fe57d.hca_prod_24d0dbbc54eb49048141934d26f1c936__20220303_dcp2_20220519_dcp16.analysis_protocol "computational_method":"CellRanger v3.0.0||pRESTO v0.5.10||IgBLAST v1.12.0||TIgGER v0.3.1||ChangeO v0.4.5||Shazam v0.1.11" ``` ``` datarepo-8d441277.hca_prod_e57dc176ab98446b90c289e0842152fd__20220119_dcp2_20220121_dcp12.analysis_protocol "computational_method":"read alignment||transcript counting" ``` ``` datarepo-4cc7b9fb.hca_prod_20f37aafcaa140e69123be6ce8feb2d6__20220111_dcp2_20220607_dcp17.collection_protocol "publication_doi":"10.1093/nar/gkw928||10.1038/nature22403" ``` ``` datarepo-4cc7b9fb.hca_prod_20f37aafcaa140e69123be6ce8feb2d6__20220111_dcp2_20220607_dcp17.differentiation_protocol "publication_doi":"10.1038/nature10648||10.1038/nbt.1529||10.1016/j.stem.2010.03.001" ``` ``` datarepo-c531f177.hca_prod_0562d2ae0b8a459ebbc06357108e5da9__20220330_dcp2_20220519_dcp16.analysis_protocol "computational_method":"Drop-seq toolkit||DigitalExpression" ``` ``` datarepo-319b223a.hca_prod_e0009214c0a04a7b96e2d6a83e966ce0__20220119_dcp2_20220126_dcp12.enrichment_protocol "method":{"text":"microfluidic droplet platform|| fluorescence-activated cell sorting","ontology":"EFO:0009108","ontology_label":"fluorescence-activated cell sorting"} ``` ``` datarepo-991fac12.hca_prod_05657a599f9d4bb9b77b24be13aa5cea__20220110_dcp2_20220214_dcp13.project "organization":"UK Medical Research Council||Wellcome Trust||European Union" ``` ``` datarepo-625580ba.hca_prod_0777b9ef91f3468b9deadb477437aa1a__20220330_dcp2_20220330_dcp15.analysis_protocol "computational_method":"read alignment||transcript counting" ```