← All .science files
pmid:28841898
Heavy alcohol drinking downregulates ALDH2 gene expression but heavy smoking up-regulates SOD2 gene expression in head and neck squamous cell carcinoma.
Dong Jin Lee · Hyung Min Lee · Jin Hwan Kim · Ii Seok Park · Young Soo Rho
World journal of surgical oncology · 2017 doi:10.1186/s12957-017-1225-1
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 · 5 items
claims array · 2 items
[0] object · 6 fields
evidence array · 1 item
[0] object · 3 fields
[1] object · 6 fields
evidence array · 4 items
[0] object · 3 fields
[1] object · 3 fields
[2] 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 · 6 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 237 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 270 items
[3] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 17 items
[0] array · 8 items
[1] array · 8 items
[2] array · 8 items
[3] array · 7 items
[4] array · 8 items
[5] array · 8 items
[6] array · 7 items
[7] array · 7 items
[8] array · 7 items
[9] array · 8 items
[10] array · 7 items
[11] array · 8 items
[12] array · 7 items
[13] array · 7 items
[14] array · 7 items
[15] array · 8 items
[16] array · 7 items
[4] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 14 items
[0] array · 5 items
[1] array · 5 items
[2] array · 5 items
[3] array · 5 items
[4] array · 5 items
[5] array · 5 items
[6] array · 5 items
[7] array · 5 items
[8] array · 5 items
[9] array · 5 items
[10] array · 5 items
[11] array · 5 items
[12] array · 5 items
[13] array · 5 items
[5] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 14 items
[0] array · 5 items
[1] array · 5 items
[2] array · 5 items
[3] array · 5 items
[4] array · 5 items
[5] array · 5 items
[6] array · 5 items
[7] array · 5 items
[8] array · 5 items
[9] array · 5 items
[10] array · 5 items
[11] array · 5 items
[12] array · 5 items
[13] array · 5 items
gaps array · 4 items
analysis object · 4 fields
methods array · 2 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 · 0 fields
data_shapes array · 1 item
targets array · 0 items
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 · 2 items
resolved_accessions array · 2 items
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 1 item
assets array · 5 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 · 9 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:28841898", "kind": "science-record", "revision": 4, "content_hash": "sha256:13166caf2db086961578bd6a23e6f0131a3a9053c5636b663675e38a1f069b1f", "created_at": "2026-11-01T15:40:28Z", "updated_at": "2026-11-01T21:21:02Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Heavy alcohol drinking downregulates ALDH2 gene expression but heavy smoking up-regulates SOD2 gene expression in head and neck squamous cell carcinoma.", "doi": "10.1186/s12957-017-1225-1", "pmid": "28841898", "authors": ["Dong Jin Lee", "Hyung Min Lee", "Jin Hwan Kim", "Ii Seok Park", "Young Soo Rho"], "journal": "World journal of surgical oncology", "year": 2017, "abstract": "BACKGROUND: This study aims to determine the relationship between expression levels of ALDH2 and SOD2 genes and clinical parameters such as alcohol drinking, tobacco smoking, primary site of HNSCC, and human papilloma virus (HPV) state.\nMETHODS: Gene expression data were obtained from gene expression omnibus (GEO accession number: GSE65858). Clinical data (N = 270) including survival result, gender, age, TNM stage, primary site of HNSCC, HPV status, alcohol drinking, and tobacco smoking habit were analyzed according to gene expression pattern.\nRESULTS: ALDH2 gene was expressed in low levels in patients with heavy alcohol consumption. It was expressed in high (p = 0.01) levels in patients with no or light alcohol consumption. ALDH2 gene was also expressed in low levels in patients with oral cavity cancers or hypopharynx cancers. However, ALDH2 gene was expressed in high (p = 0.03) levels in patients with oropharyngeal cancers or laryngeal cancers. HPV-positive patients were found to have high (p = 0.02) expression levels of ALDH2. SOD2 gene was expressed in high (p = 0.005) levels in patients who had greater mean pack-year of tobacco smoking. Based on log rank test, the group of patients with high expression of ALDH2 showed better (p = 0.002) clinical results than those with low expression of ALDH2. Difference of survival results between ALDH2 high-expressed group and ALDH2 low-expressed group was validated in another cohort (GSE39368, N = 138).\nCONCLUSIONS: Heavy alcohol drinking downregulates ALDH2 gene expression level. Heavy smoking up-regulates SOD2 gene expression level in patients with head and neck squamous cell carcinoma. The group of patients with low expression levels of ALDH2 showed significantly poorer survival results compared to those with high expression levels of ALDH2.", "claims": [{"id": "claim-data-access", "statement": "Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28841898", "locator": "sections[17] \"ack\" paragraph 1", "quote": "Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Using GEO gene-expression data from GSE65858 and Kaplan–Meier plots with log-rank tests, the study found that high ALDH2 expression was associated with better overall survival in HNSCC, whereas SOD2 expression was not significantly associated with survival.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:28841898", "locator": "sections[0] \"Abstract\" paragraph 2", "quote": "Gene expression data were obtained from gene expression omnibus (GEO accession number: GSE65858)."}, {"asset": "source:pmid:28841898", "locator": "sections[6] \"Survival analysis\" paragraph 2", "quote": "The association of each group with overall survival was evaluated using Kaplan-Meier plots and log rank test."}, {"asset": "source:pmid:28841898", "locator": "sections[12] \"Survival analysis\" paragraph 2", "quote": "ALDH2 high-expression group showed better survival results compared to the ALDH2 low-expression group (Fig. 3a)."}, {"asset": "source:pmid:28841898", "locator": "sections[12] \"Survival analysis\" paragraph 2", "quote": "However, the survival results of SOD2 high-expression group were not significantly different from those of SOD2 low-expression group (Fig. 3b)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Using GEO gene-expression data from GSE65858 and Kaplan–Meier plots with log-rank tests, the study found that high ALDH2 expression was associated with better overall survival in HNSCC, whereas SOD2 expression was not significantly associated with survival.", "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:28841898"], "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:GSE39368"], "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:GSE39368"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:28841898", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12957-017-1225-1", "sha256": "sha256:c5b75b2775265184f52702a3b96cc7731456cbf0d9dacf300de1a57f30cefda1", "bytes": 21447, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12957-017-1225-1", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6389042", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE39368", "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=GSE39368", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE39368", "version": null, "note": "Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM966671", "GSM966672", "GSM966673", "GSM966674", "GSM966675", "GSM966676", "GSM966677", "GSM966678", "GSM966679", "GSM966680", "GSM966681", "GSM966682", "GSM966683", "GSM966684", "GSM966685", "GSM966686", "GSM966687", "GSM966688", "GSM966689", "GSM966690", "GSM966691", "GSM966692", "GSM966693", "GSM966694", "GSM966695", "GSM966696", "GSM966697", "GSM966698", "GSM966699", "GSM966700", "GSM966701", "GSM966702", "GSM966703", "GSM966704", "GSM966705", "GSM966706", "GSM966707", "GSM966708", "GSM966709", "GSM966710", "GSM966711", "GSM966712", "GSM966713", "GSM966717", "GSM966718", "GSM966719", "GSM966720", "GSM966721", "GSM966722", "GSM966723", "GSM966724", "GSM966725", "GSM966726", "GSM966727", "GSM966728", "GSM966729", "GSM966730", "GSM966731", "GSM966732", "GSM966733", "GSM966734", "GSM966735", "GSM966736", "GSM966737", "GSM966738", "GSM966739", "GSM966740", "GSM966741", "GSM966742", "GSM966743", "GSM966744", "GSM966745", "GSM966746", "GSM966747", "GSM966748", "GSM966749", "GSM966750", "GSM966751", "GSM966752", "GSM966753", "GSM966754", "GSM966755", "GSM966756", "GSM966757", "GSM966758", "GSM966759", "GSM966760", "GSM966761", "GSM966762", "GSM966763", "GSM966764", "GSM966765", "GSM966766", "GSM966767", "GSM966768", "GSM966769", "GSM966770", "GSM966771", "GSM966772", "GSM966773", "GSM966774", "GSM966775", "GSM966776", "GSM966777", "GSM966778", "GSM966779", "GSM966780", "GSM966781", "GSM966782", "GSM966783", "GSM966784", "GSM966785", "GSM966786", "GSM966787", "GSM966788", "GSM966789", "GSM966790", "GSM966791", "GSM966792", "GSM966793", "GSM966794", "GSM966795", "GSM966796", "GSM966797", "GSM966798", "GSM966799", "GSM966800", "GSM966801", "GSM966802", "GSM966804", "GSM966805", "GSM966806", "GSM966807", "GSM966808", "GSM966809", "GSM966810", "GSM966811", "GSM966812", "GSM966813", "GSM966814", "GSM966815", "GSM966816", "GSM966817", "GSM966818", "GSM966819", "GSM966820", "GSM966821", "GSM966822", "GSM966823", "GSM966824", "GSM966825", "GSM966826", "GSM966827", "GSM966828", "GSM966829", "GSM966830", "GSM966831", "GSM966832", "GSM966833", "GSM966834", "GSM966835", "GSM966836", "GSM966837", "GSM966838", "GSM966839", "GSM966840", "GSM966841", "GSM966842", "GSM966843", "GSM966844", "GSM966845", "GSM966846", "GSM966847", "GSM966848", "GSM966849", "GSM966850", "GSM966851", "GSM966852", "GSM966853", "GSM966854", "GSM966855", "GSM966860", "GSM966861", "GSM966862", "GSM966863", "GSM966864", "GSM966865", "GSM966866", "GSM966867", "GSM966868", "GSM966869", "GSM966870", "GSM966871", "GSM966872", "GSM966873", "GSM966874", "GSM966875", "GSM966876", "GSM966877", "GSM966878", "GSM966879", "GSM966880", "GSM966881", "GSM966882", "GSM966883", "GSM966884", "GSM966885", "GSM966886", "GSM966887", "GSM966888", "GSM966889", "GSM966890", "GSM966891", "GSM966892", "GSM966893", "GSM966894", "GSM966895", "GSM966896", "GSM966897", "GSM966898", "GSM966899", "GSM966901", "GSM966902", "GSM966903", "GSM966904", "GSM966905", "GSM966906", "GSM966907", "GSM966908", "GSM966909", "GSM966910", "GSM966911", "GSM966912", "GSM966913", "GSM966914", "GSM966915", "GSM966916"], "sample_count": 237, "group_sizes": null, "group_sizes_basis": null, "platform": "9053;6801", "taxon": "Homo sapiens", "title": "Molecular Subtypes in Head and Neck 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:GSE65858", "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=GSE65858", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE65858", "version": null, "note": "Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1607684", "GSM1607685", "GSM1607686", "GSM1607687", "GSM1607688", "GSM1607689", "GSM1607690", "GSM1607691", "GSM1607692", "GSM1607693", "GSM1607694", "GSM1607695", "GSM1607696", "GSM1607697", "GSM1607698", "GSM1607699", "GSM1607700", "GSM1607701", "GSM1607702", "GSM1607703", "GSM1607704", "GSM1607705", "GSM1607706", "GSM1607707", "GSM1607708", "GSM1607709", "GSM1607710", "GSM1607711", "GSM1607712", "GSM1607713", "GSM1607714", "GSM1607715", "GSM1607716", "GSM1607717", "GSM1607718", "GSM1607719", "GSM1607720", "GSM1607721", "GSM1607722", "GSM1607723", "GSM1607724", "GSM1607725", "GSM1607726", "GSM1607727", "GSM1607728", "GSM1607729", "GSM1607730", "GSM1607731", "GSM1607732", "GSM1607733", "GSM1607734", "GSM1607735", "GSM1607736", "GSM1607737", "GSM1607738", "GSM1607739", "GSM1607740", "GSM1607741", "GSM1607742", "GSM1607743", "GSM1607744", "GSM1607745", "GSM1607746", "GSM1607747", "GSM1607748", "GSM1607749", "GSM1607750", "GSM1607751", "GSM1607752", "GSM1607753", "GSM1607754", "GSM1607755", "GSM1607756", "GSM1607757", "GSM1607758", "GSM1607759", "GSM1607760", "GSM1607761", "GSM1607762", "GSM1607763", "GSM1607764", "GSM1607765", "GSM1607766", "GSM1607767", "GSM1607768", "GSM1607769", "GSM1607770", "GSM1607771", "GSM1607772", "GSM1607773", "GSM1607774", "GSM1607775", "GSM1607776", "GSM1607777", "GSM1607778", "GSM1607779", "GSM1607780", "GSM1607781", "GSM1607782", "GSM1607783", "GSM1607784", "GSM1607785", "GSM1607786", "GSM1607787", "GSM1607788", "GSM1607789", "GSM1607790", "GSM1607791", "GSM1607792", "GSM1607793", "GSM1607794", "GSM1607795", "GSM1607796", "GSM1607797", "GSM1607798", "GSM1607799", "GSM1607800", "GSM1607801", "GSM1607802", "GSM1607803", "GSM1607804", "GSM1607805", "GSM1607806", "GSM1607807", "GSM1607808", "GSM1607809", "GSM1607810", "GSM1607811", "GSM1607812", "GSM1607813", "GSM1607814", "GSM1607815", "GSM1607816", "GSM1607817", "GSM1607818", "GSM1607819", "GSM1607820", "GSM1607821", "GSM1607822", "GSM1607823", "GSM1607824", "GSM1607825", "GSM1607826", "GSM1607827", "GSM1607828", "GSM1607829", "GSM1607830", "GSM1607831", "GSM1607832", "GSM1607833", "GSM1607834", "GSM1607835", "GSM1607836", "GSM1607837", "GSM1607838", "GSM1607839", "GSM1607840", "GSM1607841", "GSM1607842", "GSM1607843", "GSM1607844", "GSM1607845", "GSM1607846", "GSM1607847", "GSM1607848", "GSM1607849", "GSM1607850", "GSM1607851", "GSM1607852", "GSM1607853", "GSM1607854", "GSM1607855", "GSM1607856", "GSM1607857", "GSM1607858", "GSM1607859", "GSM1607860", "GSM1607861", "GSM1607862", "GSM1607863", "GSM1607864", "GSM1607865", "GSM1607866", "GSM1607867", "GSM1607868", "GSM1607869", "GSM1607870", "GSM1607871", "GSM1607872", "GSM1607873", "GSM1607874", "GSM1607875", "GSM1607876", "GSM1607877", "GSM1607878", "GSM1607879", "GSM1607880", "GSM1607881", "GSM1607882", "GSM1607883", "GSM1607884", "GSM1607885", "GSM1607886", "GSM1607887", "GSM1607888", "GSM1607889", "GSM1607890", "GSM1607891", "GSM1607892", "GSM1607893", "GSM1607894", "GSM1607895", "GSM1607896", "GSM1607897", "GSM1607898", "GSM1607899", "GSM1607900", "GSM1607901", "GSM1607902", "GSM1607903", "GSM1607904", "GSM1607905", "GSM1607906", "GSM1607907", "GSM1607908", "GSM1607909", "GSM1607910", "GSM1607911", "GSM1607912", "GSM1607913", "GSM1607914", "GSM1607915", "GSM1607916", "GSM1607917", "GSM1607918", "GSM1607919", "GSM1607920", "GSM1607921", "GSM1607922", "GSM1607923", "GSM1607924", "GSM1607925", "GSM1607926", "GSM1607927", "GSM1607928", "GSM1607929", "GSM1607930", "GSM1607931", "GSM1607932", "GSM1607933", "GSM1607934", "GSM1607935", "GSM1607936", "GSM1607937", "GSM1607938", "GSM1607939", "GSM1607940", "GSM1607941", "GSM1607942", "GSM1607943", "GSM1607944", "GSM1607945", "GSM1607946", "GSM1607947", "GSM1607948", "GSM1607949", "GSM1607950", "GSM1607951", "GSM1607952", "GSM1607953"], "sample_count": 270, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "Gene expression patterns and TP53 mutations are associated with HPV RNA status, lymph node metastasis, and survival in head and neck cancer", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:28841898:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:087a145c60de943144796ab8f0daa7cf573a81a0c1689944840026f4d02f7b07", "bytes": 1083, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[3]/table-wrap[1]#Tab1", "version": null, "note": "Statistical analysis of clinical variables according to ALDH2 and SOD2 expression level", "structure": {"pmcid": "PMC6389042", "section_index": 3, "section_title": "Gene expression data and clinical information", "row_count": 17, "column_count": 8}, "table": {"label": "Table 1", "caption": "Statistical analysis of clinical variables according to ALDH2 and SOD2 expression level", "rows": [["", "", "ALDH2 high", "ALDH2 low", "p value", "SOD2 high", "SOD2 low", "p value"], ["Age", "Mean", "60.3", "59.8", "0.74", "60.3", "59.7", "0.65"], ["Gender", "Male", "123", "100", "0.50", "135", "88", "0.44"], ["Female", "29", "18", "", "25", "22", ""], ["Smoking", "Mean pack-year", "29.4", "32.6", "0.28", "34.3", "25.9", "*0.005"], ["Alcohol amount", "Heavy", "44", "48", "*0.01", "16", "15", "0.15"], ["Moderate", "30", "33", "", "43", "41", ""], ["Light", "57", "27", "", "41", "22", ""], ["None", "21", "10", "", "60", "32", ""], ["Stage", "I–II", "35", "20", "0.28", "36", "19", "0.37"], ["III–IV", "117", "98", "", "124", "91", ""], ["Primary site", "Oral cavity", "37", "46", "*0.03", "47", "36", "0.94"], ["Oropharynx", "65", "37", "", "62", "40", ""], ["Larynx", "30", "18", "", "29", "19", ""], ["Hypopharynx", "16", "17", "", "20", "13", ""], ["HPV", "Positive", "42", "18", "*0.02", "34", "26", "0.77"], ["Negative", "109", "100", "", "125", "84", ""]], "row_count": 17, "column_count": 8, "numeric_cells": 78, "header_rows": 1, "locator": "section[3]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:28841898:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:961a1d70b68adb0b786fa6a9377a73d328c385f03a4482a055ad61ab9492cddd", "bytes": 1612, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[1]#Tab2", "version": null, "note": "Altered canonical pathways in each group", "structure": {"pmcid": "PMC6389042", "section_index": 7, "section_title": "Significant canonical signaling pathways enriched in each group", "row_count": 14, "column_count": 5}, "table": {"label": "Table 2", "caption": "Altered canonical pathways in each group", "rows": [["", "-Log (p value)", "Ratio", "z-score", "Molecules"], ["Altered pathways in ALDH2 high-expressed group", "", "", "", ""], ["Role of NFAT in regulation of the immune response", "4.82E00", "2.34E−01", "3.157", "BLNK,CD247,RAF1,HLA-DOA,CD3E,CD4,GNA11,FCER1A,HLA-DQA1"], ["Cdc42 signaling", "3E00", "2.04E−01", "−2.828", "CD247,RAF1,HLA-DOA,MAP3K11,CD3E,ARPC1B,HLA-DQA1,CDC42EP2"], ["Lymphotoxin β receptor signaling", "1.32E00", "2.04E−01", "2.714", "IKBKB,MAP3K14,VCAM1,AKT1,CASP9,LTA,PIK3CG,LTB,IKBKE,PIK3CB"], ["RhoA signaling", "4.37E−01", "1.31E−01", "−2.309", "NEDD4,CFL1,NRP2,ARPC1B,ANLN,GNA12,RTKN"], ["Intrinsic prothrombin activation pathway", "5.98E−01", "1.72E−01", "−2.236", "COL1A2,COL1A1,COL5A3,COL10A1,COL3A1"], ["Altered pathways in SOD2 high-expressed group", "", "", "", ""], ["TREM1 signaling", "8.12E00", "2.27E−01", "3.638", "RELA,CXCL8,TREM1,NLRP3,PLCG1,IL6,CCL3,NOD2,CCL2,CASP1"], ["PPAR signaling", "3.95E00", "1.4E−01", "−3.606", "RELA,IL36G,IL1A,NRAS,RRAS2,NFKBIA,HSP90AB1,PPARD,IL1B"], ["PI3K/AKT signaling", "3.78E00", "1.22E−01", "2.324", "TSC1,RELA,NRAS,YWHAH,PIK3R1,MAP3K5,ITGA3,NFKBIA,RRAS2"], ["Protein kinase A signaling", "3.16E00", "7.77E−02", "−2.294", "RELA,YWHAH,PDE7A,PTPN2,ANAPC10,PTPN12,GNG7,PHKA2,GNB3"], ["TNFR1 signaling", "1.83E00", "1.22E−01", "2.236", "RELA,NFKBIA,TNFAIP3,NFKBIB,TNF,CASP7"], ["IL-1 signaling", "3.45E00", "1.32E−01", "2.121", "RELA,IL1A,GNB3,NFKBIA,GNA15,GNB2,ADCY6,IRAK3,NFKBIB,GNG5"]], "row_count": 14, "column_count": 5, "numeric_cells": 43, "header_rows": 1, "locator": "section[13]/table-wrap[1]#Tab2"}}, {"id": "asset:table:pmid:28841898:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:961a1d70b68adb0b786fa6a9377a73d328c385f03a4482a055ad61ab9492cddd", "bytes": 1612, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[13]/table-wrap[1]#Tab2", "version": null, "note": "Altered canonical pathways in each group", "structure": {"pmcid": "PMC6389042", "section_index": 13, "section_title": "Significant canonical signaling pathways enriched in each group", "row_count": 14, "column_count": 5}, "table": {"label": "Table 2", "caption": "Altered canonical pathways in each group", "rows": [["", "-Log (p value)", "Ratio", "z-score", "Molecules"], ["Altered pathways in ALDH2 high-expressed group", "", "", "", ""], ["Role of NFAT in regulation of the immune response", "4.82E00", "2.34E−01", "3.157", "BLNK,CD247,RAF1,HLA-DOA,CD3E,CD4,GNA11,FCER1A,HLA-DQA1"], ["Cdc42 signaling", "3E00", "2.04E−01", "−2.828", "CD247,RAF1,HLA-DOA,MAP3K11,CD3E,ARPC1B,HLA-DQA1,CDC42EP2"], ["Lymphotoxin β receptor signaling", "1.32E00", "2.04E−01", "2.714", "IKBKB,MAP3K14,VCAM1,AKT1,CASP9,LTA,PIK3CG,LTB,IKBKE,PIK3CB"], ["RhoA signaling", "4.37E−01", "1.31E−01", "−2.309", "NEDD4,CFL1,NRP2,ARPC1B,ANLN,GNA12,RTKN"], ["Intrinsic prothrombin activation pathway", "5.98E−01", "1.72E−01", "−2.236", "COL1A2,COL1A1,COL5A3,COL10A1,COL3A1"], ["Altered pathways in SOD2 high-expressed group", "", "", "", ""], ["TREM1 signaling", "8.12E00", "2.27E−01", "3.638", "RELA,CXCL8,TREM1,NLRP3,PLCG1,IL6,CCL3,NOD2,CCL2,CASP1"], ["PPAR signaling", "3.95E00", "1.4E−01", "−3.606", "RELA,IL36G,IL1A,NRAS,RRAS2,NFKBIA,HSP90AB1,PPARD,IL1B"], ["PI3K/AKT signaling", "3.78E00", "1.22E−01", "2.324", "TSC1,RELA,NRAS,YWHAH,PIK3R1,MAP3K5,ITGA3,NFKBIA,RRAS2"], ["Protein kinase A signaling", "3.16E00", "7.77E−02", "−2.294", "RELA,YWHAH,PDE7A,PTPN2,ANAPC10,PTPN12,GNG7,PHKA2,GNB3"], ["TNFR1 signaling", "1.83E00", "1.22E−01", "2.236", "RELA,NFKBIA,TNFAIP3,NFKBIB,TNF,CASP7"], ["IL-1 signaling", "3.45E00", "1.32E−01", "2.121", "RELA,IL1A,GNB3,NFKBIA,GNA15,GNB2,ADCY6,IRAK3,NFKBIB,GNG5"]], "row_count": 14, "column_count": 5, "numeric_cells": 43, "header_rows": 1, "locator": "section[13]/table-wrap[1]#Tab2"}}], "gaps": ["asset:data:geo:GSE39368 not downloaded", "asset:data:geo:GSE39368 licence not read", "asset:data:geo:GSE65858 not downloaded", "asset:data:geo:GSE65858 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "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": 1.0, "band": "reordered", "quote": "“Qui-square test were performed for all other statistical analysis.”"}}, {"id": "method-2", "family": "survival_analysis", "specific": "log_rank_test", "label": "Survival analysis", "dsl_operations": ["logrank_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.7, "band": "medium", "quote": "log rank"}}], "targets": [], "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": ["chi_square_test"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: chi_square."}, "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": ["GSE65858", "GSE39368"], "resolved_accessions": ["GSE65858", "GSE39368"], "statements": ["Gene expression data (mRNA-seq) and clinical data of 270 head and neck squamous cell carcinomas (HNSCCs) were obtained from gene expression omnibus (GEO) (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE65858). Also, clinical data of 183 HNSCCs were obtained from GEO (http://www.ncbi.nlm.nih.gov/geo/, accession number: GSE39368) as a validation cohort."], "basis": "The paper names GSE65858, GSE39368 in Gene expression omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["chi_square_test"], "assets": ["source:pmid:28841898", "data:geo:GSE39368", "asset:table:pmid:28841898:1", "asset:table:pmid:28841898:2", "asset:table:pmid:28841898:3"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE39368"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:31:55Z", "independence": "same_provider"}, "evidence_check": {"method": "reordered", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 46878, "completion_tokens": 3217, "cached_tokens": 1824}}, "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:28841898", "type": "paper", "label": "pmid:28841898"}, {"id": "source:pmid:28841898", "type": "manuscript", "label": "PMID 28841898 full text"}, {"id": "data:geo:GSE39368", "type": "dataset", "label": "GEO GSE39368"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:28841898", "type": "paper", "label": "pmid:28841898"}, {"id": "source:pmid:28841898", "type": "manuscript", "label": "PMID 28841898 full text"}, {"id": "data:geo:GSE39368", "type": "dataset", "label": "GEO GSE39368"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-28841898", "type": "extraction", "used": ["source:pmid:28841898"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE39368", "type": "accession_resolution", "used": ["data:geo:GSE39368"], "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:28841898", "parent_hash": "sha256:0789919722e284f3c255056e8425684be21d595a9b16a1e956e7187b5adbae37", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE39368 licence not read", "asset:data:geo:GSE39368 not downloaded", "asset:data:geo:GSE65858 licence not read", "asset:data:geo:GSE65858 not downloaded", "execution.not_run", "method.reader_differs_from_extractor", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "analysis", "definition_id": "contingency_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["chi_square_test"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["“Qui-square test were performed for all other statistical analysis.”"], "order_basis": "analysis_only", "id": "assay:1"}]}