← All .science files
pmid:35655923
Potential Value of Circular RNA circTBC1D4 in Gastrointestinal Stromal Tumors.
Chunyan-Zou · Yanpeng-He · Changshun-Xie · Fulai-Gao · Xiaoli-Xie · Xiukun-Chai · Chenxi-He · Dongqiang-Zhao
Journal of immunology research · 2022 doi:10.1155/2022/9019097
Paper
complete
Experiment
complete
Data
partial
Analysis
complete
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 · 8 items
claims array · 3 items
[0] object · 6 fields
evidence array · 1 item
[0] object · 3 fields
[1] object · 6 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 · 4 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 6 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 90 items
[3] object · 15 fields
structure object · 15 fields
sample_accessions array · 6 items
gaps array · 6 items
analysis object · 4 fields
methods array · 3 items
[0] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
evidence object · 3 fields
[1] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
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
targets array · 0 items
gaps array · 0 items
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 · 3 items
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 3 items
resolved_accessions array · 3 items
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 3 items
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 · 10 items
assays array · 2 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 · 3 items
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:35655923", "kind": "science-record", "revision": 5, "content_hash": "sha256:8567f4baf1f05e881c6bdddb9b425759c68c78d893832ec50b94d6dbb92f6d02", "created_at": "2026-11-01T18:14:35Z", "updated_at": "2026-11-01T22:49:13Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Potential Value of Circular RNA circTBC1D4 in Gastrointestinal Stromal Tumors.", "doi": "10.1155/2022/9019097", "pmid": "35655923", "authors": ["Chunyan-Zou", "Yanpeng-He", "Changshun-Xie", "Fulai-Gao", "Xiaoli-Xie", "Xiukun-Chai", "Chenxi-He", "Dongqiang-Zhao"], "journal": "Journal of immunology research", "year": 2022, "abstract": "Aims: To explore the expression of circular RNA (circRNA) in gastrointestinal stromal tumors.\nBackground: Gastrointestinal stromal tumors (GIST) are mainly distributed in the stomach and small intestine. Recently, it has been verified that circular RNA (circRNA) has an important function in the regulation of GIST. Nevertheless, detailed investigations of circRNA-miRNA-mRNA regulatory networks in GIST are lacking.\nObjective: To analyze the gastrointestinal stromal tumor circRNA-miRNA-mRNA network, assessing the effect of circle RNA in gastrointestinal stromal tumors.\nMethod: All the differential circRNAs and mRNAs were obtained from Gene Expression Omnibus (GEO) microarray data (GSE131481 and GSE147303, GSE131481, and GSE13861). Furthermore, a circRNA-miRNA-mRNA network was established. Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment were used to reveal the correlation between the functions of signaling pathways and target genes. The hub genes of protein-protein interaction (PPI) network and cytoHubba were also defined. Quantitative real-time PCR (qRT-PCR) was used to measure the expression levels of hsa-circ-0002917 (circTBC1D4), hsa-miR-590-5p (miR-590-5p), and PLN.\nResults: PPI network and Cytoscape showed that ATP1A2, PLN, KCNMA1, and SCNN1B were four central DEGs. GO analysis results revealed that DEGs were involved in negative management of myocardial contraction, regulation of myocardial cell contraction, ethanol oxidation, cellular potassium ion homeostasis, and relaxation of cardiac muscle, and KEGG analysis showed that major DEGs were with cGMP-PKG signaling pathway. Moreover, we obtained two pairs of axes, namely, hsa-circ-0039216/hsa-miR-338-3p/ATP1A2 and hsa-circ-0002917/hsa-miR-590-5p/PLN. The target of TBC1D4 is miR-590-5p, and miR-590-5p increased after knocking down TBC1D4. Moreover, PLN was the target of miR-590-5p, and miR-590-5p exerts antitumor effects by reducing PLN.\nConclusions: In this study, we constructed a circRNA-miRNA-mRNA management network interrelated with GIST and researched the potential roles of circRNA. Moreover, we discovered a new molecular landmarker for the prediction, diagnosis, and therapy of patients.", "claims": [{"id": "claim-method", "statement": "The Bioconductor Limma package was useful for definitude of differentially expressing circRNAs (DEcircRNAs) and mRNAs in each dataset [12]. The edge R software package was used for screening criterion for ∣log2fold change (FC) | >1 and pvalue < 0.05 for the differential expression circRNAs (DEcircRNAs); the Venny 2.1.0 (https://bioinfogp.cnb.csic.es/tools/venny/) was used for constructing a Venn diagram to obtain differentially expressed DEcircRNAs [13].", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35655923", "locator": "sections[4] \"2.2. Differential Expression Analysis\" paragraph 2", "quote": "The Bioconductor Limma package was useful for definitude of differentially expressing circRNAs (DEcircRNAs) and mRNAs in each dataset [12]. The edge R software package was used for screening criterion for ∣log2fold change (FC) | >1 and pvalue < 0.05 for the differential expression circRNAs (DEcircRNAs); the Venny 2.1.0 (https://bioinfogp.cnb.csic.es/tools/venny/) was used for constructing a Venn diagram to obtain differentially expressed DEcircRNAs [13]."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35655923", "locator": "sections[18] \"Data Availability\" paragraph 2", "quote": "The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Moreover, we obtained two pairs of axes, namely, hsa-circ-0039216/hsa-miR-338-3p/ATP1A2 and hsa-circ-0002917/hsa-miR-590-5p/PLN.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:35655923", "locator": "sections[0] \"Abstract\" paragraph 5", "quote": "Moreover, we obtained two pairs of axes, namely, hsa-circ-0039216/hsa-miR-338-3p/ATP1A2 and hsa-circ-0002917/hsa-miR-590-5p/PLN."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Moreover, we obtained two pairs of axes, namely, hsa-circ-0039216/hsa-miR-338-3p/ATP1A2 and hsa-circ-0002917/hsa-miR-590-5p/PLN.", "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:35655923"], "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:GSE131481"], "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:GSE131481"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:35655923", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1155/2022/9019097", "sha256": "sha256:cda2fa0912b94130303d4488b6754324b7f2b6e1468435fb147fd04d6411c706", "bytes": 30803, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1155/2022/9019097", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC9155966", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE131481", "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=GSE131481", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE131481", "version": null, "note": "The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3781295", "GSM3781296", "GSM3781297", "GSM3781298", "GSM3781299", "GSM3781300"], "sample_count": 6, "group_sizes": null, "group_sizes_basis": null, "platform": "22120", "taxon": "Homo sapiens", "title": "CeRNA Expression Profiling Identifies KIT Related circRNAs-miRNA-mRNA Networks in Gastro-intestinal Stromal Tumors", "resolution_checked_at": "2026-11-01T18:06:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE13861", "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=GSE13861", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE13861", "version": null, "note": "The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM348332", "GSM348333", "GSM348334", "GSM348335", "GSM348336", "GSM348337", "GSM348338", "GSM348339", "GSM348340", "GSM348341", "GSM348342", "GSM348343", "GSM348344", "GSM348345", "GSM348346", "GSM348347", "GSM348348", "GSM348349", "GSM348350", "GSM348351", "GSM348352", "GSM348353", "GSM348354", "GSM348355", "GSM348356", "GSM348357", "GSM348358", "GSM348359", "GSM348360", "GSM348361", "GSM348362", "GSM348363", "GSM348364", "GSM348365", "GSM348366", "GSM348367", "GSM348368", "GSM348369", "GSM348370", "GSM348371", "GSM348372", "GSM348373", "GSM348374", "GSM348375", "GSM348376", "GSM348377", "GSM348378", "GSM348379", "GSM348380", "GSM348381", "GSM348382", "GSM348383", "GSM348384", "GSM348385", "GSM348386", "GSM348387", "GSM348388", "GSM348389", "GSM348390", "GSM348391", "GSM348392", "GSM348393", "GSM348394", "GSM348395", "GSM348396", "GSM348397", "GSM348398", "GSM348399", "GSM348400", "GSM348401", "GSM348402", "GSM348403", "GSM348404", "GSM348405", "GSM348406", "GSM348407", "GSM348408", "GSM348409", "GSM348410", "GSM348411", "GSM348412", "GSM348413", "GSM348414", "GSM348415", "GSM348416", "GSM348417", "GSM348418", "GSM348419", "GSM348420", "GSM348421"], "sample_count": 90, "group_sizes": null, "group_sizes_basis": null, "platform": "6884", "taxon": "Homo sapiens", "title": "Gene expression signature-based novel prognostic risk score in gastric cancer", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE147303", "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=GSE147303", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE147303", "version": null, "note": "The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM4425517", "GSM4425518", "GSM4425519", "GSM4425520", "GSM4425521", "GSM4425522"], "sample_count": 6, "group_sizes": null, "group_sizes_basis": null, "platform": "21825", "taxon": "Homo sapiens", "title": "Expression of circRNAs in gastrointestinal stromal tumor", "resolution_checked_at": "2026-11-01T18:06:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE131481 not downloaded", "asset:data:geo:GSE131481 licence not read", "asset:data:geo:GSE13861 not downloaded", "asset:data:geo:GSE13861 licence not read", "asset:data:geo:GSE147303 not downloaded", "asset:data:geo:GSE147303 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "limma_voom", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The Bioconductor Limma package was useful for definitude of differentially expressing circRNAs (DEcircRNAs) and mRNAs in each dataset [12]. The edge R software package was used for screening criterion for ∣log2fold change (FC) | >1 and pvalue < 0.05 for the differential expression circRNAs (DEcircRNAs); the Venny 2.1.0 (https://bioinfogp.cnb.csic.es/tools/venny/) was used for constructing a Venn diagram to obtain differentially expressed DEcircRNAs [13]."}}, {"id": "method-2", "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": 0.7, "band": "medium", "quote": "protein-protein interaction"}}, {"id": "method-3", "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": 0.8, "band": "high", "quote": "GO 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": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: limma_voom."}, "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": ["GSE131481", "GSE147303", "GSE13861"], "resolved_accessions": ["GSE131481", "GSE147303", "GSE13861"], "statements": ["The datasets generated and/or analyzed during the current study are available in the NCBI GEO repository, GSE131481 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131481), GSE147303 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE147303), and GSE13861 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE13861)."], "basis": "The paper names GSE131481, GSE147303, GSE13861 in NCBI GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:35655923", "data:geo:GSE131481"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE131481"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T17:48:45Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 10358, "completion_tokens": 2090, "cached_tokens": 128}}, "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:35655923", "type": "paper", "label": "pmid:35655923"}, {"id": "source:pmid:35655923", "type": "manuscript", "label": "PMID 35655923 full text"}, {"id": "data:geo:GSE131481", "type": "dataset", "label": "GEO GSE131481"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:35655923", "type": "paper", "label": "pmid:35655923"}, {"id": "source:pmid:35655923", "type": "manuscript", "label": "PMID 35655923 full text"}, {"id": "data:geo:GSE131481", "type": "dataset", "label": "GEO GSE131481"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-35655923", "type": "extraction", "used": ["source:pmid:35655923"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE131481", "type": "accession_resolution", "used": ["data:geo:GSE131481"], "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:35655923", "parent_hash": "sha256:43caab6b21a79344741bb9adf8bf228cfd8fb5a7579ad1792d694065aae0fe15", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:GSE131481 licence not read", "asset:data:geo:GSE131481 not downloaded", "asset:data:geo:GSE13861 licence not read", "asset:data:geo:GSE13861 not downloaded", "asset:data:geo:GSE147303 licence not read", "asset:data:geo:GSE147303 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "qpcr", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["nd cytoHubba were also defined. Quantitative real-time PCR (qRT-PCR) was used to measure the expression"], "order_basis": "paper_text_order:1124", "id": "assay:1"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The Bioconductor Limma package was useful for definitude of differentially expressing circRNAs (DEcircRNAs) and mRNAs in each dataset [12]. The edge R software package was used for screening criterion for ∣log2fold change (FC) | >1 and pvalue < 0.05 for the differential expression circRNAs (DEcircRNAs); the Venny 2.1.0 (https://bioinfogp.cnb.csic.es/tools/venny/) was used for constructing a Venn diagram to obtain differentially expressed DEcircRNAs [13]."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}