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pmid:39375386
GREM1 may be a biological indicator and potential target of bladder cancer.
Qingxin Yu · Shanshan Xu · Shouxiang Weng · Luxia Ye · Haihong Zheng · Dengxiong Li
Scientific reports · 2024 doi:10.1038/s41598-024-73655-7
Paper
complete
Experiment
partial
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.
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Complete file
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To evaluate the expression and potential function of GREM1 in bladder cancer, we used R version 3.6.3 and related packages to analyze the data from common databases. Samples from our institution were assessed by immunohistochemical staining (IHC), which was approved by the Institutional Ethics Committee (K20220830). GREM1 was highly expressed in BC tissues according to the TCGA and IHC data. Data from TCGA, GSE31684, GSE32894, and IHC showed that GREM1 has significant prognostic value for BC patients. GREM1 is involved in immune and metabolism-related pathways. According to the TIDE algorithm, 61.0% of patients with low GREM1 expression responded well to immunotherapy, compared to only 13.3% in the high GREM1 expression group. High GREM1 expression was associated with sensitivity to cisplatin, docetaxel, gemcitabine, and vinblastine. 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No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:39375386", "data:geo:GSE31684"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "group_comparison_wilcoxon", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE31684"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:34:18Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 13500, "completion_tokens": 1437, "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:39375386", "type": "paper", "label": "pmid:39375386"}, {"id": "source:pmid:39375386", "type": "manuscript", "label": "PMID 39375386 full text"}, {"id": "data:geo:GSE31684", "type": "dataset", "label": "GEO GSE31684"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39375386", "type": "paper", "label": "pmid:39375386"}, {"id": "source:pmid:39375386", "type": "manuscript", "label": "PMID 39375386 full text"}, {"id": "data:geo:GSE31684", "type": "dataset", "label": "GEO GSE31684"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39375386", "type": "extraction", "used": ["source:pmid:39375386"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE31684", "type": "accession_resolution", "used": ["data:geo:GSE31684"], "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:39375386", "parent_hash": "sha256:15f3181d2a9c2847b6e0a73e7fb9dc221b3e69af9bce5373b4fba8fadccd160b", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE31684 licence not read", "asset:data:geo:GSE31684 not downloaded", "asset:data:geo:GSE32894 licence not read", "asset:data:geo:GSE32894 not downloaded", "execution.not_run", "method.group_comparison_wilcoxon", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:run_analysis blocked on method:group_comparison_wilcoxon"], "assays": [{"role": "data_generation", "definition_id": "ihc", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["amples from our institution were assessed by immunohistochemical staining (IHC), which was approved by the In", "re assessed by immunohistochemical staining (IHC), which was approved by the Institutional Et", "ssed in BC tissues according to the TCGA and IHC data. Data from TCGA, GSE31684, GSE32894, an", "ata. Data from TCGA, GSE31684, GSE32894, and IHC showed that GREM1 has significant prognostic"], "order_basis": "paper_text_order:386", "id": "assay:1"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The statistical procedures were executed using R version 3.6.3 in conjunction with relevant packages."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}