{
  "access": {
    "embargo": {
      "active": false,
      "reason": null
    },
    "files": "public",
    "record": "public",
    "status": "open"
  },
  "created": "2025-07-18T18:14:39.742529+00:00",
  "custom_fields": {
    "legacy:communities": [
      "f312c6b6-0dd6-4fb2-a224-7c4960394ac1",
      "dockstore",
      "f312c6b6-0dd6-4fb2-a224-7c4960394ac1"
    ]
  },
  "deletion_status": {
    "is_deleted": false,
    "status": "P"
  },
  "files": {
    "count": 1,
    "enabled": true,
    "entries": {
      "github.com-broadinstitute-Drop-seq-wdl-cell_classification_DropSeq_v0.6.2.zip": {
        "access": {
          "hidden": false
        },
        "checksum": "md5:cc8dd35baf51808f484132a697b2ffe0",
        "ext": "zip",
        "id": "c1c70601-4424-4a78-8b8d-ef284ccc0142",
        "key": "github.com-broadinstitute-Drop-seq-wdl-cell_classification_DropSeq_v0.6.2.zip",
        "links": {
          "content": "https://zenodo.org/api/records/16109422/files/github.com-broadinstitute-Drop-seq-wdl-cell_classification_DropSeq_v0.6.2.zip/content",
          "self": "https://zenodo.org/api/records/16109422/files/github.com-broadinstitute-Drop-seq-wdl-cell_classification_DropSeq_v0.6.2.zip"
        },
        "metadata": {},
        "mimetype": "application/zip",
        "size": 22158,
        "storage_class": "L"
      }
    },
    "order": [],
    "total_bytes": 22158
  },
  "id": "16109422",
  "is_draft": false,
  "is_published": true,
  "links": {
    "access": "https://zenodo.org/api/records/16109422/access",
    "access_grants": "https://zenodo.org/api/records/16109422/access/grants",
    "access_links": "https://zenodo.org/api/records/16109422/access/links",
    "access_request": "https://zenodo.org/api/records/16109422/access/request",
    "access_users": "https://zenodo.org/api/records/16109422/access/users",
    "archive": "https://zenodo.org/api/records/16109422/files-archive",
    "archive_media": "https://zenodo.org/api/records/16109422/media-files-archive",
    "communities": "https://zenodo.org/api/records/16109422/communities",
    "communities-suggestions": "https://zenodo.org/api/records/16109422/communities-suggestions",
    "doi": "https://doi.org/10.5281/zenodo.16109422",
    "draft": "https://zenodo.org/api/records/16109422/draft",
    "file_modification": "https://zenodo.org/api/records/16109422/file-modification",
    "files": "https://zenodo.org/api/records/16109422/files",
    "latest": "https://zenodo.org/api/records/16109422/versions/latest",
    "latest_html": "https://zenodo.org/records/16109422/latest",
    "media_files": "https://zenodo.org/api/records/16109422/media-files",
    "parent": "https://zenodo.org/api/records/15529646",
    "parent_doi": "https://doi.org/10.5281/zenodo.15529646",
    "parent_doi_html": "https://zenodo.org/doi/10.5281/zenodo.15529646",
    "parent_html": "https://zenodo.org/records/15529646",
    "preview_html": "https://zenodo.org/records/16109422?preview=1",
    "quota_increase": "https://zenodo.org/api/records/16109422/quota-increase",
    "request_deletion": "https://zenodo.org/api/records/16109422/request-deletion",
    "requests": "https://zenodo.org/api/records/16109422/requests",
    "reserve_doi": "https://zenodo.org/api/records/16109422/draft/pids/doi",
    "self": "https://zenodo.org/api/records/16109422",
    "self_doi": "https://doi.org/10.5281/zenodo.16109422",
    "self_doi_html": "https://zenodo.org/doi/10.5281/zenodo.16109422",
    "self_html": "https://zenodo.org/records/16109422",
    "self_iiif_manifest": "https://zenodo.org/api/iiif/record:16109422/manifest",
    "self_iiif_sequence": "https://zenodo.org/api/iiif/record:16109422/sequence/default",
    "versions": "https://zenodo.org/api/records/16109422/versions"
  },
  "media_files": {
    "count": 0,
    "enabled": false,
    "entries": {},
    "order": [],
    "total_bytes": 0
  },
  "metadata": {
    "creators": [
      {
        "person_or_org": {
          "family_name": "broadinstitute",
          "name": "broadinstitute",
          "type": "personal"
        }
      }
    ],
    "description": "<h1>Drop-seq WDL</h1>\n<p>WDL for analyzing <a href=\"http://mccarrolllab.com/dropseq/\">Drop-seq</a> data</p>\n<p>Drop-seq questions may be directed to <a href=\"mailto:dropseq@gmail.com\">dropseq@gmail.com</a>.<br>\nYou may also use this address to be added to the Drop-seq Google group.</p>\n<p>See the <a href=\"https://github.com/broadinstitute/Drop-seq\">Drop-seq GitHub repository</a> for more information on the tools.</p>\n<h1>Overview</h1>\n<ul>\n<li>\n<p>These WDLs are considered early but usable previews, subject to extensive changes!</p>\n</li>\n<li>\n<p>WDLs are separated by into pipelines and tasks</p>\n<ul>\n<li>Pipelines are the top-level WDLs that define the executable workflows.</li>\n<li>Some pipelines are further divided into sub-workflows.</li>\n<li>Tasks are the individual steps that are called by the pipelines that execute a single tool.</li>\n<li>There are experimental &quot;combined&quot; WDLs that aggregate multiple pipelines.</li>\n</ul>\n</li>\n<li>\n<p>The WDLs are designed to</p>\n<ul>\n<li>Run on <a href=\"https://terra.bio\">Terra.bio</a> platform and its underlying <a href=\"https://cromwell.readthedocs.io/\">Cromwell</a>\nworkflow management system.</li>\n<li>Written in WDL version 1.0.</li>\n<li>Optimize costs on <a href=\"https://cloud.google.com/\">Google Cloud Platform</a> but may run on other platforms.</li>\n<li>Compliment and extend pipelines from\n<ul>\n<li><a href=\"https://broadinstitute.github.io/warp/\">WARP</a>, especially\n<a href=\"https://broadinstitute.github.io/warp/docs/Pipelines/Optimus_Pipeline/README\">Optimus</a>.</li>\n<li><a href=\"https://cellbender.readthedocs.io/\">CellBender Remove Background</a> (CBRB)</li>\n<li><a href=\"https://github.com/broadinstitute/pyqtl\">pyQTL</a></li>\n<li><a href=\"https://github.com/broadinstitute/eqtl_pipeline_terra\">sc-eQTLs in cell villages pipeline</a></li>\n<li>broadinstitute_gtex\n<ul>\n<li><a href=\"https://app.terra.bio/#workflows/broadinstitute_gtex/tensorqtl_cis_nominal_v1-0_BETA\">tensorqtl_cis_nominal_v1-0_BETA</a></li>\n<li><a href=\"https://app.terra.bio/#workflows/broadinstitute_gtex/tensorqtl_cis_permutations_v1-0_BETA\">tensorqtl_cis_permutations_v1-0_BETA</a></li>\n<li><a href=\"https://app.terra.bio/#workflows/broadinstitute_gtex/tensorqtl_cis_susie_v1-0_BETA\">tensorqtl_cis_susie_v1-0_BETA</a></li>\n<li><a href=\"https://app.terra.bio/#workflows/broadinstitute_gtex/tensorqtl_cis_indep_v1-0_BETA\">tensorqtl_cis_indep_v1-0_BETA</a></li>\n</ul>\n</li>\n</ul>\n</li>\n<li>Optimize Google Compute memory while leaving a buffer, since as of November 2024 Terra.bio\n<a href=\"https://support.terra.bio/hc/en-us/community/posts/25689049423259/comments/27763244299163\">does not retry</a>\nany host VM memory failures. Java Virtual Machines are sized to use a fraction of the host VM memory.</li>\n</ul>\n</li>\n<li>\n<p>Tasks contain a mix of Drop-seq tools and other tools</p>\n<ul>\n<li>Drop-seq tools are from the Drop-seq GitHub repository.</li>\n<li>Other tools are from the <a href=\"https://gatk.broadinstitute.org/\">Broad Institute GATK</a> and other sources.</li>\n<li>Tasks may expose all or only some of the tool parameters.</li>\n</ul>\n</li>\n</ul>\n<h1>Workflows</h1>\n<p>| Workflow                  | Summary                                         |\n|---------------------------|-------------------------------------------------|\n| <code>optimus_post_processing</code> | Converts Optimus outputs to Drop-seq inputs     |\n| <code>dropseq_cbrb</code>            | Estimates parameters then invokes CBRB          |\n| <code>cell_selection</code>          | Sub-selects barcodes that captured nuclei       |\n| <code>standard_analysis</code>       | Assigns nuclei to donors and detects doublets   |\n| <code>cell_classification</code>     | Classifies cells based on their gene expression |\n| <code>tensorqtl</code>               | cis-QTL mapping using tensorQTL                 |</p>",
    "publication_date": "2025-07-18",
    "publisher": "Zenodo",
    "related_identifiers": [
      {
        "identifier": "https://dockstore.org/aliases/workflow-versions/10.5281-zenodo.16109422",
        "relation_type": {
          "id": "isidenticalto",
          "title": {
            "de": "Ist identisch mit",
            "en": "Is identical to"
          }
        },
        "scheme": "url"
      },
      {
        "identifier": "https://dockstore.org/workflows/github.com/broadinstitute/Drop-seq-wdl/cell_classification:DropSeq_v0.6.2",
        "relation_type": {
          "id": "isidenticalto",
          "title": {
            "de": "Ist identisch mit",
            "en": "Is identical to"
          }
        },
        "scheme": "url"
      },
      {
        "identifier": "https://dockstore.org/api/ga4gh/trs/v2/tools/%23workflow%2Fgithub.com%2Fbroadinstitute%2FDrop-seq-wdl%2Fcell_classification/versions/DropSeq_v0.6.2/PLAIN-WDL/descriptor/cell_classification.wdl",
        "relation_type": {
          "id": "isidenticalto",
          "title": {
            "de": "Ist identisch mit",
            "en": "Is identical to"
          }
        },
        "scheme": "url"
      }
    ],
    "resource_type": {
      "id": "software",
      "title": {
        "de": "Software",
        "en": "Software"
      }
    },
    "rights": [
      {
        "description": {
          "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."
        },
        "icon": "cc-by-icon",
        "id": "cc-by-4.0",
        "props": {
          "scheme": "spdx",
          "url": "https://creativecommons.org/licenses/by/4.0/legalcode"
        },
        "title": {
          "en": "Creative Commons Attribution 4.0 International"
        }
      }
    ],
    "title": "github.com/broadinstitute/Drop-seq-wdl/cell_classification",
    "version": "DropSeq_v0.6.2"
  },
  "parent": {
    "access": {
      "owned_by": {
        "user": "76183"
      },
      "settings": {
        "accept_conditions_text": null,
        "allow_guest_requests": false,
        "allow_user_requests": false,
        "secret_link_expiration": 0
      }
    },
    "communities": {
      "default": "f312c6b6-0dd6-4fb2-a224-7c4960394ac1",
      "entries": [
        {
          "access": {
            "member_policy": "open",
            "members_visibility": "public",
            "record_submission_policy": "open",
            "review_policy": "open",
            "visibility": "public"
          },
          "children": {
            "allow": false
          },
          "created": "2024-11-05T20:16:09.639062+00:00",
          "custom_fields": {},
          "deletion_status": {
            "is_deleted": false,
            "status": "P"
          },
          "id": "f312c6b6-0dd6-4fb2-a224-7c4960394ac1",
          "links": {},
          "metadata": {
            "description": "Dockstore is a free and open source platform for sharing reusable and scalable analytical tools and workflows.",
            "title": "Dockstore",
            "type": {
              "id": "project"
            },
            "website": "https://dockstore.org/"
          },
          "revision_id": 5,
          "slug": "dockstore",
          "updated": "2024-11-05T20:17:15.254457+00:00"
        }
      ],
      "ids": [
        "f312c6b6-0dd6-4fb2-a224-7c4960394ac1"
      ]
    },
    "id": "15529646",
    "pids": {
      "doi": {
        "client": "datacite",
        "identifier": "10.5281/zenodo.15529646",
        "provider": "datacite"
      }
    }
  },
  "pids": {
    "doi": {
      "client": "datacite",
      "identifier": "10.5281/zenodo.16109422",
      "provider": "datacite"
    },
    "oai": {
      "identifier": "oai:zenodo.org:16109422",
      "provider": "oai"
    }
  },
  "revision_id": 4,
  "stats": {
    "all_versions": {
      "data_volume": 4475093.0,
      "downloads": 202,
      "unique_downloads": 200,
      "unique_views": 667,
      "views": 671
    },
    "this_version": {
      "data_volume": 332370.0,
      "downloads": 15,
      "unique_downloads": 15,
      "unique_views": 32,
      "views": 32
    }
  },
  "status": "published",
  "swh": {},
  "updated": "2025-07-18T18:14:39.871341+00:00",
  "versions": {
    "index": 7,
    "is_latest": false
  }
}