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pmid:38087342

Unveiling the role of miR-137-3p/miR-296-5p/SERPINA3 signaling in colorectal cancer progression: integrative analysis of gene expression profiles and in vitro studies.

Huimin Liu · Xingxing Wu · Dandan Wang · Quanxi Li · Xin Zhang · Liang Xu

BMC medical genomics · 2023 doi:10.1186/s12920-023-01763-w

Paper

complete

Experiment

complete

Data

partial

Analysis

complete

Execution

absent

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:38087342
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science-record
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https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
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2026-11-01T19:03:01Z
updated_at
2026-11-01T22:53:17Z
generator object · 2 fields
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corpus-assay-engine
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paper object · 10 fields
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title
Unveiling the role of miR-137-3p/miR-296-5p/SERPINA3 signaling in colorectal cancer progression: integrative analysis of gene expression profiles and in vitro studies.
doi
10.1186/s12920-023-01763-w
pmid
38087342
authors array · 6 items
[0]
Huimin Liu
[1]
Xingxing Wu
[2]
Dandan Wang
[3]
Quanxi Li
[4]
Xin Zhang
[5]
Liang Xu
journal
BMC medical genomics
year
2023
abstract
BACKGROUND: Colorectal cancer (CRC) is a prevalent malignancy worldwide, with increasing incidence and mortality rates. Although treatment options have improved, CRC remains a leading cause of death due to metastasis. Early intervention can significantly improve patient outcomes, making it crucial to understand the molecular mechanisms underlying CRC metastasis. In this study, we performed bioinformatics analysis to identify potential genes associated with CRC metastasis. METHODS: We downloaded and integrated gene expression datasets (GSE89393, GSE100243, and GSE144259) from GEO database. Differential expression analysis was conducted, followed by Gene Ontology (GO) functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis. The hub gene SERPINA3 was selected for further in vitro functional studies. Additionally, the role of miR-137-3p/miR-296-5p/ Serpin family A member 3 (SERPINA3) in CRC cell function was investigated using in vitro assays. RESULTS: Analysis of the gene expression datasets revealed differentially expressed genes (DEGs) associated with CRC metastasis. GO analysis showed enrichment in biological processes such as blood coagulation regulation and wound healing. Cellular component analysis highlighted extracellular matrix components and secretory granules. Molecular function analysis identified activities such as serine-type endopeptidase inhibition and lipoprotein receptor binding. KEGG analysis revealed involvement in pathways related to complement and coagulation cascades, cholesterol metabolism, and immune responses. The common DEGs among the datasets were further investigated. We identified SERPINA3 as a hub gene associated with CRC metastasis. SERPINA3 exerted enhanced effects on migration, proliferation and epithelial-mesenchymal transition (EMT) and inhibitory effects on caspase-3/-9 activities in HT29 and SW620 cells. MiR-137-3p overexpression increased activities of caspase-3/-9, decreased migration and proliferation, and also repressed EMT in HT29 cells, which were obviously attenuated by SERPINA3 enforced overexpression. Consistently, SERPINA3 enforced overexpression also largely reversed miR-296-5p mimics-induced increased in activities of caspase-3/-9, decrease in migration, proliferation and EMT in HT29 cells. CONCLUSION: Through bioinformatics analysis, we identified potential genes associated with CRC metastasis. The functional studies focusing on SERPINA3/miR-137-3p/miR-296-5p further consolidated its role in regulating CRC progression. Our findings provide insights into novel mechanisms underlying CRC metastasis and might contribute to the development of effective treatment strategies. However, the role of SERPINA3/miR-137-3p/miR-296-5p signaling in CRC still requires further investigation.
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For comparisons, appropriate statistical tests including the Student’s t-test and one-way analysis of variance followed by Bonferroni’s post-hoc tests were performed.
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sections[17] "Statistical analysis" paragraph 2
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For comparisons, appropriate statistical tests including the Student’s t-test and one-way analysis of variance followed by Bonferroni’s post-hoc tests were performed.
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All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).
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sections[31] "Data Availability" paragraph 2
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All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).
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SERPINA3 was identified as a hub gene associated with CRC metastasis, and the functional studies further established a role for SERPINA3/miR-137-3p/miR-296-5p in regulating CRC progression.
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We identified SERPINA3 as a hub gene associated with CRC metastasis.
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sections[0] "Abstract" paragraph 4
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The functional studies focusing on SERPINA3/miR-137-3p/miR-296-5p further consolidated its role in regulating CRC progression.
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SERPINA3 was identified as a hub gene associated with CRC metastasis, and the functional studies further established a role for SERPINA3/miR-137-3p/miR-296-5p in regulating CRC progression.
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Transcriptome of locally advanced colorectal tumours
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RNA-seq of CRC tissues
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All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).
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Differences in RNA expression between primary and metastatic colon tumor
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2026-11-01T19:09:46Z
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For comparisons, appropriate statistical tests including the Student’s t-test and one-way analysis of variance followed by Bonferroni’s post-hoc tests were performed.
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l transition (EMT) and inhibitory effects on caspase-3/-9 activities in HT29 and SW620 cells. MiR
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37-3p overexpression increased activities of caspase-3/-9, decreased migration and proliferation,
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5p mimics-induced increased in activities of caspase-3/-9, decrease in migration, proliferation a
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assay:2
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:38087342", "kind": "science-record", "revision": 5, "content_hash": "sha256:692cb35b5fc6dd6383e2986059b9ee91c4e7279e95744dc13249d08bf3b285a8", "created_at": "2026-11-01T19:03:01Z", "updated_at": "2026-11-01T22:53:17Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Unveiling the role of miR-137-3p/miR-296-5p/SERPINA3 signaling in colorectal cancer progression: integrative analysis of gene expression profiles and in vitro studies.", "doi": "10.1186/s12920-023-01763-w", "pmid": "38087342", "authors": ["Huimin Liu", "Xingxing Wu", "Dandan Wang", "Quanxi Li", "Xin Zhang", "Liang Xu"], "journal": "BMC medical genomics", "year": 2023, "abstract": "BACKGROUND: Colorectal cancer (CRC) is a prevalent malignancy worldwide, with increasing incidence and mortality rates. Although treatment options have improved, CRC remains a leading cause of death due to metastasis. Early intervention can significantly improve patient outcomes, making it crucial to understand the molecular mechanisms underlying CRC metastasis. In this study, we performed bioinformatics analysis to identify potential genes associated with CRC metastasis.\nMETHODS: We downloaded and integrated gene expression datasets (GSE89393, GSE100243, and GSE144259) from GEO database. Differential expression analysis was conducted, followed by Gene Ontology (GO) functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis. The hub gene SERPINA3 was selected for further in vitro functional studies. Additionally, the role of miR-137-3p/miR-296-5p/ Serpin family A member 3 (SERPINA3) in CRC cell function was investigated using in vitro assays.\nRESULTS: Analysis of the gene expression datasets revealed differentially expressed genes (DEGs) associated with CRC metastasis. GO analysis showed enrichment in biological processes such as blood coagulation regulation and wound healing. Cellular component analysis highlighted extracellular matrix components and secretory granules. Molecular function analysis identified activities such as serine-type endopeptidase inhibition and lipoprotein receptor binding. KEGG analysis revealed involvement in pathways related to complement and coagulation cascades, cholesterol metabolism, and immune responses. The common DEGs among the datasets were further investigated. We identified SERPINA3 as a hub gene associated with CRC metastasis. SERPINA3 exerted enhanced effects on migration, proliferation and epithelial-mesenchymal transition (EMT) and inhibitory effects on caspase-3/-9 activities in HT29 and SW620 cells. MiR-137-3p overexpression increased activities of caspase-3/-9, decreased migration and proliferation, and also repressed EMT in HT29 cells, which were obviously attenuated by SERPINA3 enforced overexpression. Consistently, SERPINA3 enforced overexpression also largely reversed miR-296-5p mimics-induced increased in activities of caspase-3/-9, decrease in migration, proliferation and EMT in HT29 cells.\nCONCLUSION: Through bioinformatics analysis, we identified potential genes associated with CRC metastasis. The functional studies focusing on SERPINA3/miR-137-3p/miR-296-5p further consolidated its role in regulating CRC progression. Our findings provide insights into novel mechanisms underlying CRC metastasis and might contribute to the development of effective treatment strategies. However, the role of SERPINA3/miR-137-3p/miR-296-5p signaling in CRC still requires further investigation.", "claims": [{"id": "claim-method", "statement": "For comparisons, appropriate statistical tests including the Student’s t-test and one-way analysis of variance followed by Bonferroni’s post-hoc tests were performed.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38087342", "locator": "sections[17] \"Statistical analysis\" paragraph 2", "quote": "For comparisons, appropriate statistical tests including the Student’s t-test and one-way analysis of variance followed by Bonferroni’s post-hoc tests were performed."}], "state": "complete"}, {"id": "claim-data-access", "statement": "All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38087342", "locator": "sections[31] \"Data Availability\" paragraph 2", "quote": "All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "SERPINA3 was identified as a hub gene associated with CRC metastasis, and the functional studies further established a role for SERPINA3/miR-137-3p/miR-296-5p in regulating CRC progression.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:38087342", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "We identified SERPINA3 as a hub gene associated with CRC metastasis."}, {"asset": "source:pmid:38087342", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "The functional studies focusing on SERPINA3/miR-137-3p/miR-296-5p further consolidated its role in regulating CRC progression."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "SERPINA3 was identified as a hub gene associated with CRC metastasis, and the functional studies further established a role for SERPINA3/miR-137-3p/miR-296-5p in regulating CRC progression.", "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:38087342"], "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:GSE100243"], "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:GSE100243"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:38087342", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12920-023-01763-w", "sha256": "sha256:6217781aa6a99b9ad1dd0d5b4b1057cc0ee071cdd8e75febd294b5b70eec7310", "bytes": 51055, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12920-023-01763-w", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC10714458", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE100243", "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=GSE100243", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE100243", "version": null, "note": "All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2676189", "GSM2676190", "GSM2676191", "GSM2676192", "GSM2676193", "GSM2676194", "GSM2676195", "GSM2676196", "GSM2676197", "GSM2676198", "GSM2676199", "GSM2676200", "GSM2676201", "GSM2676202", "GSM2676203", "GSM2676204", "GSM2676205", "GSM2676206", "GSM2676207", "GSM2676208", "GSM2676209", "GSM2676210", "GSM2676211"], "sample_count": 23, "group_sizes": null, "group_sizes_basis": null, "platform": "17303", "taxon": "Homo sapiens", "title": "Transcriptome of locally advanced colorectal tumours", "resolution_checked_at": "2026-11-01T19:09:46Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE144259", "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=GSE144259", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE144259", "version": null, "note": "All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM4284531", "GSM4284532", "GSM4284533", "GSM4284534", "GSM4284535", "GSM4284536", "GSM4284537", "GSM4284538", "GSM4284539"], "sample_count": 9, "group_sizes": null, "group_sizes_basis": null, "platform": "11154", "taxon": "Homo sapiens", "title": "RNA-seq of CRC tissues", "resolution_checked_at": "2026-11-01T18:46:34Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE89393", "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=GSE89393", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE89393", "version": null, "note": "All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2367963", "GSM2367964", "GSM2367965", "GSM2367966", "GSM2367967", "GSM2367968", "GSM2367969", "GSM2367970", "GSM2367971", "GSM2367972", "GSM2367973", "GSM2367974", "GSM2367975", "GSM2367976", "GSM2367977", "GSM2367978", "GSM2367979"], "sample_count": 17, "group_sizes": null, "group_sizes_basis": null, "platform": "17303", "taxon": "Homo sapiens", "title": "Differences in RNA expression between primary and metastatic colon tumor", "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:GSE100243 not downloaded", "asset:data:geo:GSE100243 licence not read", "asset:data:geo:GSE144259 not downloaded", "asset:data:geo:GSE144259 licence not read", "asset:data:geo:GSE89393 not downloaded", "asset:data:geo:GSE89393 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "For comparisons, appropriate statistical tests including the Student’s t-test and one-way analysis of variance followed by Bonferroni’s post-hoc tests were performed."}}, {"id": "method-2", "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": 0.8, "band": "high", "quote": "KM"}}, {"id": "method-3", "family": "network_analysis", "specific": "ppi_network", "label": "Network / pathway analysis", "dsl_operations": ["build_graph", "centrality_scores", "pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.8, "band": "high", "quote": "PPI"}}, {"id": "method-4", "family": "network_analysis", "specific": "pathway_enrichment", "label": "Network / pathway analysis", "dsl_operations": ["pathway_enrich"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["edge_list"], "evidence": {"score": 0.7, "band": "medium", "quote": "pathway enrichment"}}], "targets": [], "gaps": []}, "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": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: anova."}, "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": ["GSE89393", "GSE100243", "GSE144259"], "resolved_accessions": ["GSE89393", "GSE100243", "GSE144259"], "statements": ["All the data are available upon reasonable request from corresponding author. GSE89393 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE89393_, GSE100243 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE100243) and GSE144259 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE144259)."], "basis": "The paper names GSE89393, GSE100243, GSE144259 in GEO database and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "assets": ["source:pmid:38087342", "data:geo:GSE100243"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE100243"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:02:22Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 15499, "completion_tokens": 1989, "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:38087342", "type": "paper", "label": "pmid:38087342"}, {"id": "source:pmid:38087342", "type": "manuscript", "label": "PMID 38087342 full text"}, {"id": "data:geo:GSE100243", "type": "dataset", "label": "GEO GSE100243"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:38087342", "type": "paper", "label": "pmid:38087342"}, {"id": "source:pmid:38087342", "type": "manuscript", "label": "PMID 38087342 full text"}, {"id": "data:geo:GSE100243", "type": "dataset", "label": "GEO GSE100243"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-38087342", "type": "extraction", "used": ["source:pmid:38087342"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE100243", "type": "accession_resolution", "used": ["data:geo:GSE100243"], "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:38087342", "parent_hash": "sha256:5c8f8ae0b7d405f9adb8ed8d605e4b104ecd62218105700e3c5ce5c4ba90f7d4", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:GSE100243 licence not read", "asset:data:geo:GSE100243 not downloaded", "asset:data:geo:GSE144259 licence not read", "asset:data:geo:GSE144259 not downloaded", "asset:data:geo:GSE89393 licence not read", "asset:data:geo:GSE89393 not downloaded", "execution.not_run", "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": 0.99, "evidence": ["l transition (EMT) and inhibitory effects on caspase-3/-9 activities in HT29 and SW620 cells. MiR", "37-3p overexpression increased activities of caspase-3/-9, decreased migration and proliferation,", "5p mimics-induced increased in activities of caspase-3/-9, decrease in migration, proliferation a"], "order_basis": "paper_text_order:1999", "id": "assay:1"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["For comparisons, appropriate statistical tests including the Student’s t-test and one-way analysis of variance followed by Bonferroni’s post-hoc tests were performed."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}