{
"@context": "/terms/",
"@id": "/analysis-sets/PKBDS7302OBXS/",
"@type": [
"AnalysisSet",
"FileSet",
"Item"
],
"accession": "PKBDS7302OBXS",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM"
],
"assay_titles": [
"scRNA-seq"
],
"audit": {
"ERROR": [
{
"category": "unexpected input file set",
"detail": "Analysis set [PKBDS7302OBXS](/analysis-sets/PKBDS7302OBXS/) links to file set(s): [PKBDS4199HAXF](/measurement-sets/PKBDS4199HAXF/) in `input_file_sets` that are not represented in the `derived_from` of the file sets of the files in this analysis. The analysis set input files are expected to belong to the input file sets.",
"level": 60,
"level_name": "ERROR",
"name": "audit_input_file_sets_derived_from",
"path": "/analysis-sets/PKBDS7302OBXS/"
}
],
"WARNING": [
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 2 field `rrid`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier2_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 2 field `glucose_loweing_theraphy`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier2_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 2 field `hospital_stay`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier2_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 2 field `donation_type`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier2_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `dbxrefs`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `phenotypic_features`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `family_history_of_diabetes`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `family_history_of_diabetes_relationship`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `genetic_ethnicities`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `biological_sex`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `diabetes_duration`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `c_peptide`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_gada`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_gada_assay`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_gada_value`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_ia2`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_ia2_assay`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_ia2_value`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_iaa`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_iaa_assay`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_iaa_value`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_znt8`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_znt8_assay`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `aab_znt8_value`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `hla_typing`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `other_theraphy`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `publication_identifiers`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `documents`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `t1d_stage`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing tier 3 field",
"detail": "Human donor [PKBDO0480PVNB](/human-donors/PKBDO0480PVNB/) is missing tier 3 field `related_donors`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_tier3_fields",
"path": "/human-donors/PKBDO0480PVNB/"
},
{
"category": "missing derived from",
"detail": "Analysis set [PKBDS7302OBXS](/analysis-sets/PKBDS7302OBXS/) links to file(s) [PKBFI2983CZXG](/alignment-files/PKBFI2983CZXG/), [PKBFI3038MFFG](/tabular-files/PKBFI3038MFFG/), [PKBFI0351LAOK](/tabular-files/PKBFI0351LAOK/), [PKBFI5946DUNF](/tabular-files/PKBFI5946DUNF/), [PKBFI7329UVQN](/matrix-files/PKBFI7329UVQN/), [PKBFI9581OBQE](/matrix-files/PKBFI9581OBQE/), [PKBFI3669DSHQ](/matrix-files/PKBFI3669DSHQ/), [PKBFI4048KPSI](/matrix-files/PKBFI4048KPSI/), [PKBFI7769FYKD](/matrix-files/PKBFI7769FYKD/), [PKBFI9427PUCX](/matrix-files/PKBFI9427PUCX/), [PKBFI2746EHWZ](/matrix-files/PKBFI2746EHWZ/), [PKBFI1369NRRH](/matrix-files/PKBFI1369NRRH/) that have no `derived_from`. Files in an analysis set are expected to be derived from other files.",
"level": 40,
"level_name": "WARNING",
"name": "audit_input_file_sets_derived_from",
"path": "/analysis-sets/PKBDS7302OBXS/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBSM5413NHXU](/primary-islet/PKBSM5413NHXU/) is missing tier 2 field `rrid`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_desired_fields",
"path": "/primary-islet/PKBSM5413NHXU/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBSM5413NHXU](/primary-islet/PKBSM5413NHXU/) is missing tier 2 field `organ_source`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_desired_fields",
"path": "/primary-islet/PKBSM5413NHXU/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBSM5413NHXU](/primary-islet/PKBSM5413NHXU/) is missing tier 2 field `prep_viability`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_desired_fields",
"path": "/primary-islet/PKBSM5413NHXU/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBSM5413NHXU](/primary-islet/PKBSM5413NHXU/) is missing tier 2 field `warm_ischaemia_duration`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_desired_fields",
"path": "/primary-islet/PKBSM5413NHXU/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBSM5413NHXU](/primary-islet/PKBSM5413NHXU/) is missing tier 2 field `purity`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_desired_fields",
"path": "/primary-islet/PKBSM5413NHXU/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBSM5413NHXU](/primary-islet/PKBSM5413NHXU/) is missing tier 2 field `hand_picked`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_desired_fields",
"path": "/primary-islet/PKBSM5413NHXU/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBSM5413NHXU](/primary-islet/PKBSM5413NHXU/) is missing tier 2 field `pre_shipment_culture_time`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_desired_fields",
"path": "/primary-islet/PKBSM5413NHXU/"
},
{
"category": "missing tier 2 field",
"detail": "Human donor [PKBSM5413NHXU](/primary-islet/PKBSM5413NHXU/) is missing tier 2 field `islet_function_available`.",
"level": 40,
"level_name": "WARNING",
"name": "audit_desired_fields",
"path": "/primary-islet/PKBSM5413NHXU/"
}
]
},
"award": {
"@id": "/awards/PSEUDO2/",
"contact_pi": {
"@id": "/users/29948efc-654e-4448-ade8-2fe2cd0a8d4b/",
"title": "Prodo Laboratories"
},
"title": "Prodo Laboratories Inc."
},
"collections": [
"Prodo"
],
"control_for": [],
"creation_timestamp": "2025-05-08T23:24:09.731619+00:00",
"description": "Analysis set of scRNA-seq for islet biosample of human donor HP-21070-01 from Prodo with DHT_10nM (HP-21070-01__DHT_10nM)",
"donors": [
{
"@id": "/human-donors/PKBDO0480PVNB/",
"accession": "PKBDO0480PVNB",
"aliases": [
"prodo:HP-21070-01"
],
"sex": "male",
"status": "released",
"taxa": "Homo sapiens"
}
],
"file_set_type": "intermediate analysis",
"files": [
{
"@id": "/alignment-files/PKBFI2983CZXG/",
"accession": "PKBFI2983CZXG",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Alignment_Aligned.sortedByCoord.out.bam"
],
"content_type": "alignments",
"creation_timestamp": "2025-05-15T23:56:02.553945+00:00",
"file_format": "bam",
"href": "/alignment-files/PKBFI2983CZXG/@@download/PKBFI2983CZXG.bam"
},
{
"@id": "/tabular-files/PKBFI3038MFFG/",
"accession": "PKBFI3038MFFG",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_Log.final.out"
],
"content_type": "QC metrics",
"creation_timestamp": "2025-05-15T23:32:57.297509+00:00",
"file_format": "txt",
"href": "/tabular-files/PKBFI3038MFFG/@@download/PKBFI3038MFFG.txt.gz"
},
{
"@id": "/tabular-files/PKBFI0351LAOK/",
"accession": "PKBFI0351LAOK",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_Log.out"
],
"content_type": "QC metrics",
"creation_timestamp": "2025-05-15T23:36:48.630653+00:00",
"file_format": "txt",
"href": "/tabular-files/PKBFI0351LAOK/@@download/PKBFI0351LAOK.txt.gz"
},
{
"@id": "/tabular-files/PKBFI5946DUNF/",
"accession": "PKBFI5946DUNF",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_Log.progress.out"
],
"content_type": "QC metrics",
"creation_timestamp": "2025-05-15T23:43:01.205383+00:00",
"file_format": "txt",
"href": "/tabular-files/PKBFI5946DUNF/@@download/PKBFI5946DUNF.txt.gz"
},
{
"@id": "/alignment-files/PKBFI0026NQCW/",
"accession": "PKBFI0026NQCW",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Alignment_before-dedup.bam"
],
"content_type": "alignments",
"creation_timestamp": "2025-05-16T16:57:36.728196+00:00",
"file_format": "bam",
"href": "/alignment-files/PKBFI0026NQCW/@@download/PKBFI0026NQCW.bam"
},
{
"@id": "/matrix-files/PKBFI7329UVQN/",
"accession": "PKBFI7329UVQN",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Matrix_matrix.mtx"
],
"content_type": "sparse gene count matrix",
"creation_timestamp": "2025-05-16T16:43:58.245840+00:00",
"file_format": "mtx",
"href": "/matrix-files/PKBFI7329UVQN/@@download/PKBFI7329UVQN.mtx"
},
{
"@id": "/tabular-files/PKBFI2494XOLG/",
"accession": "PKBFI2494XOLG",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_qc.txt"
],
"content_type": "QC metrics",
"creation_timestamp": "2025-05-16T17:21:38.560046+00:00",
"file_format": "txt",
"href": "/tabular-files/PKBFI2494XOLG/@@download/PKBFI2494XOLG.txt.gz"
},
{
"@id": "/tabular-files/PKBFI8604HCMV/",
"accession": "PKBFI8604HCMV",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_knee.txt"
],
"content_type": "QC metrics",
"creation_timestamp": "2025-05-16T17:25:53.137223+00:00",
"file_format": "txt",
"href": "/tabular-files/PKBFI8604HCMV/@@download/PKBFI8604HCMV.txt.gz"
},
{
"@id": "/tabular-files/PKBFI1186IYDF/",
"accession": "PKBFI1186IYDF",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_pass.txt"
],
"content_type": "QC metrics",
"creation_timestamp": "2025-05-16T17:38:10.364996+00:00",
"file_format": "txt",
"href": "/tabular-files/PKBFI1186IYDF/@@download/PKBFI1186IYDF.txt.gz"
},
{
"@id": "/matrix-files/PKBFI9581OBQE/",
"accession": "PKBFI9581OBQE",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Matrix_cellbender_FPR_0.05_filtered.h5"
],
"content_type": "sparse gene count matrix",
"creation_timestamp": "2025-05-16T19:15:35.888514+00:00",
"file_format": "h5ad",
"href": "/matrix-files/PKBFI9581OBQE/@@download/PKBFI9581OBQE.h5ad"
},
{
"@id": "/tabular-files/PKBFI8252HQQH/",
"accession": "PKBFI8252HQQH",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_cellbender_cell_barcodes.csv"
],
"content_type": "sequence barcodes",
"creation_timestamp": "2025-05-16T17:45:23.205792+00:00",
"file_format": "csv",
"href": "/tabular-files/PKBFI8252HQQH/@@download/PKBFI8252HQQH.csv.gz"
},
{
"@id": "/tabular-files/PKBFI7280CQXI/",
"accession": "PKBFI7280CQXI",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_cellbender_FPR_0.05_metrics.csv"
],
"content_type": "QC metrics",
"creation_timestamp": "2025-05-16T18:45:20.983772+00:00",
"file_format": "csv",
"href": "/tabular-files/PKBFI7280CQXI/@@download/PKBFI7280CQXI.csv.gz"
},
{
"@id": "/tabular-files/PKBFI2425VTPW/",
"accession": "PKBFI2425VTPW",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Tabular_cellbender_FPR_0.05_report.html"
],
"content_type": "QC metrics",
"creation_timestamp": "2025-05-16T18:53:40.088756+00:00",
"file_format": "txt",
"href": "/tabular-files/PKBFI2425VTPW/@@download/PKBFI2425VTPW.txt.gz"
},
{
"@id": "/matrix-files/PKBFI3669DSHQ/",
"accession": "PKBFI3669DSHQ",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Matrix_cellbender_FPR_0.05.h5"
],
"content_type": "sparse gene count matrix",
"creation_timestamp": "2025-05-16T19:08:39.541327+00:00",
"file_format": "h5ad",
"href": "/matrix-files/PKBFI3669DSHQ/@@download/PKBFI3669DSHQ.h5ad"
},
{
"@id": "/matrix-files/PKBFI4048KPSI/",
"accession": "PKBFI4048KPSI",
"aliases": [
"prodo:Prodo_scRNAseq_HP-21070-01__DHT_10nM_DHT_10nM_Matrix_cellbender_FPR_0.1.h5"
],
"content_type": "sparse gene count matrix",
"creation_timestamp": "2025-05-16T20:00:26.562903+00:00",
"file_format": "h5ad",
"href": "/matrix-files/PKBFI4048KPSI/@@download/PKBFI4048KPSI.h5ad"
},
{
"@id": "/matrix-files/PKBFI7769FYKD/",
"accession": "PKBFI7769FYKD",
"aliases": [
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