← All .science files
pmid:32478065
ALKBH4 Functions as a Suppressor of Colorectal Cancer Metastasis via Competitively Binding to WDR5.
Chaoqin Shen · Tingting Yan · Tianying Tong · Debin Shi · Linlin Ren · Youwei Zhang · Xinyu Zhang · Yingying Cao · Yuqing Yan · Yanru Ma · Xiaoqiang Zhu · Xianglong Tian · Jing-Yuan Fang · Haoyan Chen · Linhua Ji · Jie Hong · Baoqin Xuan
Frontiers in cell and developmental biology · 2020 doi:10.3389/fcell.2020.00293
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 · 17 items
claims array · 2 items
[0] 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 · 148 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 · 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 · 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 · 8 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 3 items
[1] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[2] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[3] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[4] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[5] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 2 items
[6] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[7] 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:32478065", "kind": "science-record", "revision": 6, "content_hash": "sha256:ed42856975f868e73812477ac09f67b214a03aa93e875bbe081a4ee0c1d3a2d9", "created_at": "2026-11-01T15:41:02Z", "updated_at": "2026-11-01T21:23:18Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "ALKBH4 Functions as a Suppressor of Colorectal Cancer Metastasis via Competitively Binding to WDR5.", "doi": "10.3389/fcell.2020.00293", "pmid": "32478065", "authors": ["Chaoqin Shen", "Tingting Yan", "Tianying Tong", "Debin Shi", "Linlin Ren", "Youwei Zhang", "Xinyu Zhang", "Yingying Cao", "Yuqing Yan", "Yanru Ma", "Xiaoqiang Zhu", "Xianglong Tian", "Jing-Yuan Fang", "Haoyan Chen", "Linhua Ji", "Jie Hong", "Baoqin Xuan"], "journal": "Frontiers in cell and developmental biology", "year": 2020, "abstract": "BACKGROUND: Epithelial-Mesenchymal Transition (EMT) is a major process in the initiation of tumor metastasis, where cancer cells lose sessile epithelial potential and gain mesenchymal phenotype. Large-scale cell identity shifts are often orchestrated on an epigenetic level and the interplay between epigenetic factors and EMT progression was still largely unknown. In this study, we tried to identify candidate epigenetic factors that involved in EMT progression.\nMETHODS: Colorectal cancer (CRC) cells were transfected with an arrayed shRNA library targeting 384 genes involved in epigenetic modification. Candidate genes were identified by real-time PCR. Western blot, RNA-seq and gene set enrichment analysis were conducted to confirm the suppressive role of ALKBH4 in EMT. The clinical relevance of ALKBH4 in CRC was investigated in two independent Renji Cohorts and a microarray dataset (GSE21510) from GEO database. In vitro transwell assay and in vivo metastatic tumor model were performed to explore the biological function of ALKBH4 in the metastasis of CRC. Co-IP (Co-Immunoprecipitation) and ChIP (Chromatin Immunoprecipitation) assays were employed to uncover the mechanism.\nRESULTS: We screened for candidate epigenetic factors that affected EMT process and identified ALKBH4 as a candidate EMT suppressor gene, which was significantly downregulated in CRC patients. Decreased level of ALKBH4 was associated with metastasis and predicted poor prognosis of CRC patients. Follow-up functional experiments illustrated overexpression of ALKBH4 inhibited the invasion ability of CRC cells in vitro, as well as their metastatic capability in vivo. Mechanistically, CO-IP and ChIP assays indicated that ALKBH4 competitively bound WDR5 (a key component of histone methyltransferase complex) and decreased H3K4me3 histone modification on the target genes including MIR21.\nCONCLUSIONS: This study illustrated that ALKBH4 may function as a novel metastasis suppressor of CRC, and inhibits H3K4me3 modification through binding WDR5 during EMT.", "claims": [{"id": "claim-method", "statement": "Overall survival was evaluated by Kaplan–Meier survival curve and analyzed by the log-rank test.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32478065", "locator": "sections[15] \"Statistical Analysis\" paragraph 2", "quote": "Overall survival was evaluated by Kaplan–Meier survival curve and analyzed by the log-rank test."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The authors declare that all data supporting the conclusions of this study are presented within the article and the Supplementary Material and are available from the authors.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32478065", "locator": "sections[23] \"Data Availability Statement\" paragraph 2", "quote": "The authors declare that all data supporting the conclusions of this study are presented within the article and the Supplementary Material and are available from the authors."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "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:32478065"], "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:GSE21510"], "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:GSE21510"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:32478065", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fcell.2020.00293", "sha256": "sha256:7b94ca37c9d9c78defc51d109d358303a94711a5c1d91e9c9034efe5c4c67147", "bytes": 37840, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3389/fcell.2020.00293", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC7240015", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE21510", "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=GSE21510", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE21510", "version": null, "note": "The authors declare that all data supporting the conclusions of this study are presented within the article and the Supplementary Material and are available from the authors.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The authors declare that all data supporting the conclusions of this study are presented within the article and the Supplementary Material and are available from the authors.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM537330", "GSM537331", "GSM537332", "GSM537333", "GSM537334", "GSM537335", "GSM537336", "GSM537337", "GSM537338", "GSM537339", "GSM537340", "GSM537341", "GSM537342", "GSM537343", "GSM537344", "GSM537345", "GSM537346", "GSM537347", "GSM537348", "GSM537349", "GSM537350", "GSM537351", "GSM537352", "GSM537353", "GSM537354", "GSM537355", "GSM537356", "GSM537357", "GSM537358", "GSM537359", "GSM537360", "GSM537361", "GSM537362", "GSM537363", "GSM537364", "GSM537365", "GSM537366", "GSM537367", "GSM537368", "GSM537369", "GSM537370", "GSM537371", "GSM537372", "GSM537373", "GSM537374", "GSM537375", "GSM537376", "GSM537377", "GSM537378", "GSM537379", "GSM537380", "GSM537381", "GSM537382", "GSM537383", "GSM537384", "GSM537385", "GSM537386", "GSM537387", "GSM537388", "GSM537389", "GSM537390", "GSM537391", "GSM537392", "GSM537393", "GSM537394", "GSM537395", "GSM537396", "GSM537397", "GSM537398", "GSM537399", "GSM537400", "GSM537401", "GSM537402", "GSM537403", "GSM537404", "GSM537405", "GSM537406", "GSM537407", "GSM537408", "GSM537409", "GSM537410", "GSM537411", "GSM537412", "GSM537413", "GSM537414", "GSM537415", "GSM537416", "GSM537417", "GSM537418", "GSM537419", "GSM537420", "GSM537421", "GSM537422", "GSM537423", "GSM537424", "GSM537425", "GSM537426", "GSM537427", "GSM537428", "GSM537429", "GSM537430", "GSM537431", "GSM537432", "GSM537433", "GSM549099", "GSM549100", "GSM549101", "GSM549102", "GSM549103", "GSM549104", "GSM549105", "GSM549106", "GSM549107", "GSM549108", "GSM549109", "GSM549110", "GSM549111", "GSM549112", "GSM549113", "GSM549114", "GSM549115", "GSM549116", "GSM549117", "GSM549118", "GSM549119", "GSM549120", "GSM549121", "GSM549122", "GSM549123", "GSM549124", "GSM549125", "GSM549126", "GSM549127", "GSM549128", "GSM549129", "GSM549130", "GSM549131", "GSM549132", "GSM549133", "GSM549134", "GSM549135", "GSM549136", "GSM549137", "GSM549138", "GSM549139", "GSM549140", "GSM549141", "GSM549142"], "sample_count": 148, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Clinical Significance of Osteoprotegerin Expression in Human Colorectal Cancer", "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:GSE21510 not downloaded", "asset:data:geo:GSE21510 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "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": 1.0, "band": "verbatim", "quote": "Overall survival was evaluated by Kaplan–Meier survival curve and analyzed by the log-rank test."}}, {"id": "method-2", "family": "correlation_analysis", "specific": "spearman", "label": "Correlation analysis", "dsl_operations": ["spearman_rho"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["paired_numeric_columns"], "evidence": {"score": 0.8, "band": "high", "quote": "Spearman correlation"}}, {"id": "method-3", "family": "contingency_analysis", "specific": "chi_square", "label": "Categorical (contingency table) analysis", "dsl_operations": ["chi_square_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["categorical_cross_tabulation"], "evidence": {"score": 0.8, "band": "high", "quote": "chi-square"}}], "targets": [], "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": ["logrank_test"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: log_rank_test."}, "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": ["GSE21510"], "resolved_accessions": ["GSE21510"], "statements": ["The authors declare that all data supporting the conclusions of this study are presented within the article and the Supplementary Material and are available from the authors."], "basis": "The paper names GSE21510 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": ["logrank_test"], "assets": ["source:pmid:32478065", "data:geo:GSE21510"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE21510"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:20:07Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 29043, "completion_tokens": 956, "cached_tokens": 792}}, "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:32478065", "type": "paper", "label": "pmid:32478065"}, {"id": "source:pmid:32478065", "type": "manuscript", "label": "PMID 32478065 full text"}, {"id": "data:geo:GSE21510", "type": "dataset", "label": "GEO GSE21510"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:32478065", "type": "paper", "label": "pmid:32478065"}, {"id": "source:pmid:32478065", "type": "manuscript", "label": "PMID 32478065 full text"}, {"id": "data:geo:GSE21510", "type": "dataset", "label": "GEO GSE21510"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-32478065", "type": "extraction", "used": ["source:pmid:32478065"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE21510", "type": "accession_resolution", "used": ["data:geo:GSE21510"], "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:32478065", "parent_hash": "sha256:4eafbb93c65acbfcccbb8c66cafc87e8137a7b8e01c043c46f95042af36358d2", "fork_of": null, "generation": 5}, "gaps": ["asset:data:geo:GSE21510 licence not read", "asset:data:geo:GSE21510 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "transfection", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["METHODS: Colorectal cancer (CRC) cells were transfected with an arrayed shRNA library targeting 384", "(CRC) cells were transfected with an arrayed shRNA library targeting 384 genes involved in epig", "nsduced with ALKBH4-overexpressing or ALKBH4 shRNA adenovirus, respectively. The vector was use"], "order_basis": "paper_text_order:565", "id": "assay:1"}, {"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": ["fication. Candidate genes were identified by real-time PCR. Western blot, RNA-seq and gene set enrichme"], "order_basis": "paper_text_order:698", "id": "assay:2"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["date genes were identified by real-time PCR. Western blot, RNA-seq and gene set enrichment analysis we"], "order_basis": "paper_text_order:713", "id": "assay:3"}, {"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["e identified by real-time PCR. Western blot, RNA-seq and gene set enrichment analysis were conduc"], "order_basis": "paper_text_order:727", "id": "assay:4"}, {"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["gated in two independent Renji Cohorts and a microarray dataset (GSE21510) from GEO database. In vit"], "order_basis": "paper_text_order:929", "id": "assay:5"}, {"role": "data_generation", "definition_id": "animal_model", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["m GEO database. In vitro transwell assay and in vivo metastatic tumor model were performed to exp", "itro, as well as their metastatic capability in vivo. Mechanistically, CO-IP and ChIP assays indi"], "order_basis": "paper_text_order:1007", "id": "assay:6"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.85, "evidence": ["American Type Culture Collection (ATCC). All cell lines were cultured as recommended in growth medium supplemented"], "order_basis": "paper_text_order:2886", "id": "assay:7"}, {"role": "analysis", "definition_id": "survival_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["logrank_test"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Overall survival was evaluated by Kaplan–Meier survival curve and analyzed by the log-rank test."], "order_basis": "consumes_earlier_output", "id": "assay:8"}]}