← All .science files
pmid:35233461
LINC00665 regulates hepatocellular carcinoma by modulating mRNA via the m6A enzyme.
Ming Lei · Xinghua Du · Xiaokai Li · Fuke Wang · Ling Gu · Feng Guo
Open life sciences · 2022 doi:10.1515/biol-2022-0003
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 · 6 items
claims array · 3 items
[0] object · 6 fields
evidence array · 1 item
[0] object · 3 fields
[1] object · 6 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 · 140 items
gaps array · 2 items
analysis object · 4 fields
methods array · 3 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 · 1 item
missing_operations array · 0 items
parameters object · 1 field
data_shapes array · 1 item
[2] object · 10 fields
dsl_operations array · 3 items
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 · 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 · 6 items
assays array · 1 item
[0] 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:35233461", "kind": "science-record", "revision": 4, "content_hash": "sha256:040c1c017a75c91d8f9e5c00a8cabcba64029bf9f70704fcafae92c1f14d11bc", "created_at": "2026-11-01T17:36:59Z", "updated_at": "2026-11-01T22:06:00Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "LINC00665 regulates hepatocellular carcinoma by modulating mRNA via the m6A enzyme.", "doi": "10.1515/biol-2022-0003", "pmid": "35233461", "authors": ["Ming Lei", "Xinghua Du", "Xiaokai Li", "Fuke Wang", "Ling Gu", "Feng Guo"], "journal": "Open life sciences", "year": 2022, "abstract": "This study aimed to reveal the mechanism by which long noncoding RNAs (lncRNAs) modulate hepatocellular carcinoma (HCC) by regulating mRNA via the N6-methyladenosine (m6A) enzyme. The expression and clinical data of 365 HCC patients and 50 healthy control samples were downloaded from the the Cancer Genome Atlas (TCGA) database. Differentially expressed lncRNAs (DElncRNAs) and differentially expressed mRNAs (DEmRNAs) screened using limma packages from the R. m6A2Target database were used to predict the relationship between m6A enzyme-lncRNA and m6A enzyme-mRNA. The mRNAs in the lncRNA-m6A enzyme-mRNA network were subjected to enrichment analysis. Cox regression analysis was used to screen for RNAs significantly related to HCC prognosis. The expression of differentially expressed RNAs (DERs) was verified using the TCGA dataset and GSE55092. Eighty-five DElncRNAs and 747 DEmRNAs were identified. The mRNAs in the lncRNA-m6A enzyme-mRNA network were primarily involved in mitotic cell division, the p53 signaling pathway, and the cell cycle. Three lncRNAs and 14 mRNAs were significantly associated with HCC prognosis. Furthermore, the expression of 12 DERs differed significantly between patients in the early and advanced stages. LINC00665 was predicted to regulate 11 mRNAs by modulating IGF2BP1, IGF2BP2, and YTHDF1. Thus, this study provides new insights into the roles of lncRNA and m6A enzymes in HCC.", "claims": [{"id": "claim-method", "statement": "Univariate and multivariate Cox regression analyses in the survival package (version 2.41-1) [20] of R3.6.1 were used to screen for significantly independent prognostic lncRNAs and mRNAs.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35233461", "locator": "sections[6] \"Prognostic correlation analysis of lncRNAs and mRNAs in the comprehensive network\" paragraph 2", "quote": "Univariate and multivariate Cox regression analyses in the survival package (version 2.41-1) [20] of R3.6.1 were used to screen for significantly independent prognostic lncRNAs and mRNAs."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35233461", "locator": "sections[16] \"fn-group\" paragraph 1", "quote": "Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request."}], "state": "complete"}, {"id": "claim-target-result", "statement": "LINC00665 was predicted to regulate 11 mRNAs by modulating IGF2BP1, IGF2BP2, and YTHDF1.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:35233461", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "LINC00665 was predicted to regulate 11 mRNAs by modulating IGF2BP1, IGF2BP2, and YTHDF1."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "LINC00665 was predicted to regulate 11 mRNAs by modulating IGF2BP1, IGF2BP2, and YTHDF1.", "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:35233461"], "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:GSE55092"], "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:GSE55092"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:35233461", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1515/biol-2022-0003", "sha256": "sha256:06a35efdef94f6fb60a33fd742e71142e61b3a8b6f38cc71c347dc9124d63218", "bytes": 21616, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1515/biol-2022-0003", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC8847717", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE55092", "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=GSE55092", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE55092", "version": null, "note": "Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1329321", "GSM1329322", "GSM1329323", "GSM1329324", "GSM1329325", "GSM1329326", "GSM1329327", "GSM1329328", "GSM1329329", "GSM1329330", "GSM1329331", "GSM1329332", "GSM1329333", "GSM1329334", "GSM1329335", "GSM1329336", "GSM1329337", "GSM1329338", "GSM1329339", "GSM1329340", "GSM1329341", "GSM1329342", "GSM1329343", "GSM1329344", "GSM1329345", "GSM1329346", "GSM1329347", "GSM1329348", "GSM1329349", "GSM1329350", "GSM1329351", "GSM1329352", "GSM1329353", "GSM1329354", "GSM1329355", "GSM1329356", "GSM1329357", "GSM1329358", "GSM1329359", "GSM1329360", "GSM1329361", "GSM1329362", "GSM1329363", "GSM1329364", "GSM1329365", "GSM1329366", "GSM1329367", "GSM1329368", "GSM1329369", "GSM1329370", "GSM1329371", "GSM1329372", "GSM1329373", "GSM1329374", "GSM1329375", "GSM1329376", "GSM1329377", "GSM1329378", "GSM1329379", "GSM1329380", "GSM1329381", "GSM1329382", "GSM1329383", "GSM1329384", "GSM1329385", "GSM1329386", "GSM1329387", "GSM1329388", "GSM1329389", "GSM1329390", "GSM1329391", "GSM1329392", "GSM1329393", "GSM1329394", "GSM1329395", "GSM1329396", "GSM1329397", "GSM1329398", "GSM1329399", "GSM1329400", "GSM1329401", "GSM1329402", "GSM1329403", "GSM1329404", "GSM1329405", "GSM1329406", "GSM1329407", "GSM1329408", "GSM1329409", "GSM1329410", "GSM1329411", "GSM1329412", "GSM1329413", "GSM1329414", "GSM1329415", "GSM1329416", "GSM1329417", "GSM1329418", "GSM1329419", "GSM1329420", "GSM1329421", "GSM1329422", "GSM1329423", "GSM1329424", "GSM1329425", "GSM1329426", "GSM1329427", "GSM1329428", "GSM1329429", "GSM1329430", "GSM1329431", "GSM1329432", "GSM1329433", "GSM1329434", "GSM1329435", "GSM1329436", "GSM1329437", "GSM1329438", "GSM1329439", "GSM1329440", "GSM1329441", "GSM1329442", "GSM1329443", "GSM1329444", "GSM1329445", "GSM1329446", "GSM1329447", "GSM1329448", "GSM1329449", "GSM1329450", "GSM1329451", "GSM1329452", "GSM1329453", "GSM1329454", "GSM1329455", "GSM1329456", "GSM1329457", "GSM1329458", "GSM1329459", "GSM1329460"], "sample_count": 140, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Viral Expression and Molecular Profiling in Liver Tissue versus Microdissected Hepatocytes in Hepatitis B Virus - Associated Hepatocellular Carcinoma", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE55092 not downloaded", "asset:data:geo:GSE55092 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "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": 1.0, "band": "verbatim", "quote": "Univariate and multivariate Cox regression analyses in the survival package (version 2.41-1) [20] of R3.6.1 were used to screen for significantly independent prognostic lncRNAs and mRNAs."}}, {"id": "method-2", "family": "survival_analysis", "specific": "log_rank_test", "label": "Survival analysis", "dsl_operations": ["logrank_test"], "missing_operations": [], "expressible": true, "parameters": {"p_value": "A log-rank p value less than 0"}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.8, "band": "high", "quote": "log-rank"}}, {"id": "method-3", "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": 0.7, "band": "medium", "quote": "limma"}}], "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": ["cox_ph"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: cox_proportional_hazards."}, "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": ["GSE55092"], "resolved_accessions": ["GSE55092"], "statements": ["Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request."], "basis": "The paper names GSE55092 in National Center for Biotechnology Information Search database Gene Expression Omnibus database and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["cox_ph"], "assets": ["source:pmid:35233461", "data:geo:GSE55092"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE55092"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T17:36:20Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 6877, "completion_tokens": 1535, "cached_tokens": 264}}, "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:35233461", "type": "paper", "label": "pmid:35233461"}, {"id": "source:pmid:35233461", "type": "manuscript", "label": "PMID 35233461 full text"}, {"id": "data:geo:GSE55092", "type": "dataset", "label": "GEO GSE55092"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:35233461", "type": "paper", "label": "pmid:35233461"}, {"id": "source:pmid:35233461", "type": "manuscript", "label": "PMID 35233461 full text"}, {"id": "data:geo:GSE55092", "type": "dataset", "label": "GEO GSE55092"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-35233461", "type": "extraction", "used": ["source:pmid:35233461"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE55092", "type": "accession_resolution", "used": ["data:geo:GSE55092"], "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:35233461", "parent_hash": "sha256:1cc2ea8e1c97e39829d126bdae990a3dfa6e7948a6d1b3c4c57d5d59f3f8da7a", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE55092 licence not read", "asset:data:geo:GSE55092 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "analysis", "definition_id": "survival_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["cox_ph"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Univariate and multivariate Cox regression analyses in the survival package (version 2.41-1) [20] of R3.6.1 were used to screen for significantly independent prognostic lncRNAs and mRNAs."], "order_basis": "analysis_only", "id": "assay:1"}]}