← All .science files
pmid:37582104
PAXIP1-AS1 is associated with immune infiltration and predicts poor prognosis in ovarian cancer.
Buze Chen · Xiaoyuan Lu · Qingmei Zhou · Qing Chen · Siyan Zhu · Guilin Li · Hui Liu
PloS one · 2023 doi:10.1371/journal.pone.0290031
Paper
complete
Experiment
complete
Data
partial
Analysis
partial
Execution
absent
Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
paper object · 10 fields
authors array · 7 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 fields
[2] object · 6 fields
target object · 4 fields
evidence array · 1 item
[0] object · 3 fields
gaps array · 0 items
experiment object · 8 fields
steps array · 3 items
[0] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 0 items
data object · 3 fields
assets array · 2 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 130 items
gaps array · 2 items
analysis object · 4 fields
methods array · 5 items
[0] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[1] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 1 item
parameters object · 0 fields
data_shapes array · 1 item
[2] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[3] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[4] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
targets array · 1 item
gaps array · 1 item
capability object · 3 fields
requirements array · 1 item
[0] object · 6 fields
assay_families array · 9 items
gaps array · 0 items
readiness object · 8 fields
axes object · 3 fields
method object · 5 fields
required_operations array · 1 item
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 1 item
resolved_accessions array · 1 item
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 1 item
assets array · 2 items
steps array · 1 item
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
gaps array · 0 items
review object · 5 fields
machine_critique object · 5 fields
reader object · 5 fields
evidence_check object · 2 fields
usage object · 3 fields
stages array · 1 item
[0] object · 4 fields
gaps array · 3 items
provenance object · 7 fields
entities array · 3 items
activities array · 3 items
[0] object · 4 fields
used array · 3 items
[0] object · 3 fields
[1] object · 3 fields
[2] object · 3 fields
[1] object · 4 fields
agents array · 2 items
lineage object · 4 fields
gaps array · 7 items
assays array · 3 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[1] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 2 items
[2] object · 11 fields
required_operations array · 1 item
source_hashes object · 1 field
evidence array · 1 item
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:37582104", "kind": "science-record", "revision": 5, "content_hash": "sha256:5331cbd8e354edcd5187550c6c9147cbab5cce752e7bf415d05acfd14061dac7", "created_at": "2026-11-01T19:02:22Z", "updated_at": "2026-11-01T22:52:31Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "PAXIP1-AS1 is associated with immune infiltration and predicts poor prognosis in ovarian cancer.", "doi": "10.1371/journal.pone.0290031", "pmid": "37582104", "authors": ["Buze Chen", "Xiaoyuan Lu", "Qingmei Zhou", "Qing Chen", "Siyan Zhu", "Guilin Li", "Hui Liu"], "journal": "PloS one", "year": 2023, "abstract": "The long non-coding RNA (LncRNA) PAXIP1 antisense RNA 1 (PAXIP1-AS1) was found to promote proliferation, migration, EMT, and apoptosis of ovarian cancer (OC) cells in OC cell lines, but the relationship between PAXIP1-AS1 expression and clinical characteristics, prognosis, and immune infiltration of OC patients and its regulatory network are unclear. 379 OC tissues were collected from The Cancer Genome Atlas (TCGA) database. 427 OC tissues and 88 normal ovarian tissues were collected from GTEx combined TCGA database. 130 OC samples were collected from GSE138866. Kruskal-Wallis test, Wilcoxon sign-rank test, logistic regression, Kaplan-Meier method, Cox regression analysis, Gene set enrichment analysis (GSEA), and immuno-infiltration analysis were used to evaluate the relationship between clinical characteristics and PAXIP1-AS1 expression, prognostic factors, and determine the significant involvement of PAXIP1-AS1 in function. QRT-PCR was used to validate the expression of PAXIP1-AS1 in OC cell lines. Low PAXIP1-AS1 expression in OC was associated with age (P = 0.045), histological grade (P = 0.011), and lymphatic invasion (P = 0.004). Low PAXIP1-AS1 expression predicted a poorer overall survival (OS) (HR: 0.71; 95% CI: 0.55-0.92; P = 0.009), progression free interval (PFS) (HR: 1.776; 95% CI: 1.067-2.955; P = 0.001) and disease specific survival (DSS) (HR: 0.67; 95% CI: 0.51-0.89; P = 0.006). PAXIP1-AS1 expression (HR: 0.711; 95% CI: 0.542-0.934; P = 0.014) was independently correlated with PFS in OC patients. GSEA demonstrated that neutrophil degranulation, signaling by Interleukins, GPCR-ligand binding, G alpha I signaling events, VEGFAVEGFR-2 signaling pathway, naba secreted factors, Class A 1 Rhodopsin-Like Receptors, PI3K-Akt signaling pathway, and Focal Adhesion-PI3K-Akt-mTOR-signaling pathway were differentially enriched in PAXIP1-AS1 high expression phenotype. PAXIP1-AS1 was significantly downregulated in OC cell lines compared with IOSE29 cell line. The expression of PAXIP1-AS1 was associated with immune infiltration. low expression of PAXIP1-AS1 was correlated with poor OS (HR: 0.52; 95% CI: 0.34-0.80; P = 0.003) from GSE138866. There were some genomic variations between the PAXIP1-AS1 high and low expression groups. Low expression of PAXIP1-AS1 was significantly associated with poor survival and immune infiltration in OC. PAXIP1-AS1 could be a promising prognosis biomarker and response to immunotherapy for OC.", "claims": [{"id": "claim-method", "statement": "Kaplan-Meier method analysis.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:37582104", "locator": "sections[7] \"The relationship between PAXIP1-AS1 and prognosis\" paragraph 2", "quote": "Kaplan-Meier method analysis."}], "state": "complete"}, {"id": "claim-data-access", "statement": "379 OC tissues with clinical information data were collected from TCGA database.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:37582104", "locator": "sections[3] \"Clinical information\" paragraph 2", "quote": "379 OC tissues with clinical information data were collected from TCGA database."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Low PAXIP1-AS1 expression predicted a poorer overall survival (OS) (HR: 0.71; 95% CI: 0.55–0.92; P = 0.009), progression free interval (PFS) (HR: 1.776; 95% CI: 1.067–2.955; P = 0.001) and disease specific survival (DSS) (HR: 0.67; 95% CI: 0.51–0.89; P = 0.006).", "kind": "quantitative", "target": {"value": 95.0, "unit": "per cent", "tolerance": null, "source": "Low PAXIP1-AS1 expression predicted a poorer overall survival (OS) (HR: 0.71; 95% CI: 0.55–0.92; P = 0.009), progression free interval (PFS) (HR: 1.776; 95% CI: 1.067–2.955; P = 0.001) and disease specific survival (DSS) (HR: 0.67; 95% CI: 0.51–0.89; P = 0.006)."}, "evidence": [{"asset": "source:pmid:37582104", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "Low PAXIP1-AS1 expression predicted a poorer overall survival (OS) (HR: 0.71; 95% CI: 0.55–0.92; P = 0.009), progression free interval (PFS) (HR: 1.776; 95% CI: 1.067–2.955; P = 0.001) and disease specific survival (DSS) (HR: 0.67; 95% CI: 0.51–0.89; P = 0.006)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Low PAXIP1-AS1 expression predicted a poorer overall survival (OS) (HR: 0.71; 95% CI: 0.55–0.92; P = 0.009), progression free interval (PFS) (HR: 1.776; 95% CI: 1.067–2.955; P = 0.001) and disease specific survival (DSS) (HR: 0.67; 95% CI: 0.51–0.89; P = 0.006).", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:37582104"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE138866"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE138866"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:37582104", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1371/journal.pone.0290031", "sha256": "sha256:0493b30564ddf1961d59fe16cf90016bfd8bdb11752beebf4083a6e1628b102f", "bytes": 30869, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1371/journal.pone.0290031", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC10426951", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE138866", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE138866", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE138866", "version": null, "note": "379 OC tissues with clinical information data were collected from TCGA database.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "379 OC tissues with clinical information data were collected from TCGA database.", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM4120591", "GSM4120592", "GSM4120593", "GSM4120594", "GSM4120595", "GSM4120596", "GSM4120597", "GSM4120598", "GSM4120599", "GSM4120600", "GSM4120601", "GSM4120602", "GSM4120603", "GSM4120604", "GSM4120605", "GSM4120606", "GSM4120607", "GSM4120608", "GSM4120609", "GSM4120610", "GSM4120611", "GSM4120612", "GSM4120613", "GSM4120614", "GSM4120615", "GSM4120616", "GSM4120617", "GSM4120618", "GSM4120619", "GSM4120620", "GSM4120621", "GSM4120622", "GSM4120623", "GSM4120624", "GSM4120625", "GSM4120626", "GSM4120627", "GSM4120628", "GSM4120629", "GSM4120630", "GSM4120631", "GSM4120632", "GSM4120633", "GSM4120634", "GSM4120635", "GSM4120636", "GSM4120637", "GSM4120638", "GSM4120639", "GSM4120640", "GSM4120641", "GSM4120642", "GSM4120643", "GSM4120644", "GSM4120645", "GSM4120646", "GSM4120647", "GSM4120648", "GSM4120649", "GSM4120650", "GSM4120651", "GSM4120652", "GSM4120653", "GSM4120654", "GSM4120655", "GSM4120656", "GSM4120657", "GSM4120658", "GSM4120659", "GSM4120660", "GSM4120661", "GSM4120662", "GSM4120663", "GSM4120664", "GSM4120665", "GSM4120666", "GSM4120667", "GSM4120668", "GSM4120669", "GSM4120670", "GSM4120671", "GSM4120672", "GSM4120673", "GSM4120674", "GSM4120675", "GSM4120676", "GSM4120677", "GSM4120678", "GSM4120679", "GSM4120680", "GSM4120681", "GSM4120682", "GSM4120683", "GSM4120684", "GSM4120685", "GSM4120686", "GSM4120687", "GSM4120688", "GSM4120689", "GSM4120690", "GSM4120691", "GSM4120692", "GSM4120693", "GSM4120694", "GSM4120695", "GSM4120696", "GSM4120697", "GSM4120698", "GSM4120699", "GSM4120700", "GSM4120701", "GSM4120702", "GSM4120703", "GSM4120704", "GSM4120705", "GSM4120706", "GSM4120707", "GSM4120708", "GSM4120709", "GSM4120710", "GSM4120711", "GSM4120712", "GSM4120713", "GSM4120714", "GSM4120715", "GSM4120716", "GSM4120717", "GSM4120718", "GSM4120719", "GSM4120720"], "sample_count": 130, "group_sizes": null, "group_sizes_basis": null, "platform": "20795", "taxon": "Homo sapiens", "title": "RNA sequencing analysis of human omental metastatic ovarian cancer from FFPE samples", "resolution_checked_at": "2026-11-01T19:09:46Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE138866 not downloaded", "asset:data:geo:GSE138866 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "survival_analysis", "specific": "kaplan_meier", "label": "Survival analysis", "dsl_operations": ["survival_km"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Kaplan-Meier method analysis."}}, {"id": "method-2", "family": "group_comparison", "specific": "wilcoxon", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["group_comparison_wilcoxon"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.7, "band": "medium", "quote": "Wilcoxon"}}, {"id": "method-3", "family": "survival_analysis", "specific": "cox_proportional_hazards", "label": "Survival analysis", "dsl_operations": ["cox_ph"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.7, "band": "medium", "quote": "Cox regression"}}, {"id": "method-4", "family": "regression_modelling", "specific": "logistic", "label": "Regression modelling", "dsl_operations": ["glm_logit_fit"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["predictors_and_outcome"], "evidence": {"score": 0.7, "band": "medium", "quote": "logistic regression"}}, {"id": "method-5", "family": "contingency_analysis", "specific": "chi_square", "label": "Categorical (contingency table) analysis", "dsl_operations": ["chi_square_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["categorical_cross_tabulation"], "evidence": {"score": 0.8, "band": "high", "quote": "chi-square"}}], "targets": [{"id": "target-published-estimate", "claim_id": "claim-target-result", "operation": "chi_square_test", "expected_value": 95.0, "unit": "per cent", "tolerance": null, "state": "complete", "note": "The published estimate as the reader quoted it from the paper. No tolerance is published because the paper states none."}], "gaps": ["method.reader_differs_from_extractor"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["survival_km"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: kaplan_meier."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE138866"], "resolved_accessions": ["GSE138866"], "statements": ["379 OC tissues with clinical information data were collected from TCGA database."], "basis": "The paper names GSE138866 in GSE138866 and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["survival_km"], "assets": ["source:pmid:37582104", "data:geo:GSE138866"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE138866"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T18:50:37Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": null}, "calls": 5, "usage": {"prompt_tokens": 10927, "completion_tokens": 2378, "cached_tokens": 256}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:37582104", "type": "paper", "label": "pmid:37582104"}, {"id": "source:pmid:37582104", "type": "manuscript", "label": "PMID 37582104 full text"}, {"id": "data:geo:GSE138866", "type": "dataset", "label": "GEO GSE138866"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:37582104", "type": "paper", "label": "pmid:37582104"}, {"id": "source:pmid:37582104", "type": "manuscript", "label": "PMID 37582104 full text"}, {"id": "data:geo:GSE138866", "type": "dataset", "label": "GEO GSE138866"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-37582104", "type": "extraction", "used": ["source:pmid:37582104"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE138866", "type": "accession_resolution", "used": ["data:geo:GSE138866"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"id": "agent:minimax-reader", "type": "software", "label": "MiniMax literature reader"}], "source_run_id": "reading-sci-2026-11-01", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:37582104", "parent_hash": "sha256:4ab97169867af0993647f47bfaf35a3168f4585e7f3f0115c174a98bd4f85f2e", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:GSE138866 licence not read", "asset:data:geo:GSE138866 not downloaded", "execution.not_run", "method.reader_differs_from_extractor", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.69, "evidence": ["o promote proliferation, migration, EMT, and apoptosis of ovarian cancer (OC) cells in OC cell line"], "order_basis": "paper_text_order:177", "id": "assay:1"}, {"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["erials and methods Data processing Data were RNAseq data in level 3 HTSeq-FPKM format from the T", "s://portal.gdc.cancer.gov/) OC project [18]. RNAseq data in fragments per million kilobases (FPK"], "order_basis": "paper_text_order:2565", "id": "assay:2"}, {"role": "analysis", "definition_id": "survival_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["survival_km"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Kaplan-Meier method analysis."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}