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pmid:34581419
BCG immunotherapy inhibits cancer progression by promoting the M1 macrophage differentiation of THP‑1 cells via the Rb/E2F1 pathway in cervical carcinoma.
Limin Liu · Wenjuan Shi · Xiao Xiao · Xuemei Wu · Haiyan Hu · Shixin Yuan · Kai Liu · Zhihua Liu
Oncology reports · 2021 doi:10.3892/or.2021.8196
Paper
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Experiment
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Data
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Analysis
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Execution
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Complete file
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In the present study, to identify the M1/M2 marker genes in the carcinogenesis and progression of cervical cancer, the microarray datasets GSE9750 and GSE7803 were downloaded from The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO) and the University of California Santa Cruz (UCSC) Xena browser. Survival analysis revealed that M1 markers (IL‑12) were involved in anti‑tumour progression, and M2 markers (IL‑10) were involved in the carcinogenesis and invasion of cervical cancer. The expression of M1 markers (IL‑12, inducible nitric oxide synthase and CD80) and M2 markers (IL‑10 and arginase) was examined to determine whether BCG affects the polarization of macrophages and to elucidate the underlying mechanisms. The results revealed that BCG promoted macrophage polarization towards the M1 phenotype and enhanced the transition of M2 to M1 macrophages. 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No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["survival_km"], "assets": ["source:pmid:34581419", "data:geo:GSE7803", "asset:table:pmid:34581419:1", "asset:table:pmid:34581419:2"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE7803"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T19:50:40Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": null}, "calls": 3, "usage": {"prompt_tokens": 28887, "completion_tokens": 2087, "cached_tokens": 520}}, "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:34581419", "type": "paper", "label": "pmid:34581419"}, {"id": "source:pmid:34581419", "type": "manuscript", "label": "PMID 34581419 full text"}, {"id": "data:geo:GSE7803", "type": "dataset", "label": "GEO GSE7803"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:34581419", "type": "paper", "label": "pmid:34581419"}, {"id": "source:pmid:34581419", "type": "manuscript", "label": "PMID 34581419 full text"}, {"id": "data:geo:GSE7803", "type": "dataset", "label": "GEO GSE7803"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-34581419", "type": "extraction", "used": ["source:pmid:34581419"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE7803", "type": "accession_resolution", "used": ["data:geo:GSE7803"], "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:34581419", "parent_hash": "sha256:5c1877a9e4fd17ac9e253ee79cfaef83678e6724adb5b93af4aa5fef91f38041", "fork_of": null, "generation": 8}, "gaps": ["asset:data:geo:GSE7803 licence not read", "asset:data:geo:GSE7803 not downloaded", "asset:data:geo:GSE9750 licence not read", "asset:data:geo:GSE9750 not downloaded", "execution.not_run", "method.reader_differs_from_extractor", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"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": ["esis and progression of cervical cancer, the microarray datasets GSE9750 and GSE7803 were downloaded"], "order_basis": "paper_text_order:336", "id": "assay:1"}, {"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.69, "evidence": ["inhibited the proliferation and promoted the apoptosis of HeLa cells. On the whole, these results d"], "order_basis": "paper_text_order:1313", "id": "assay:2"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["proliferation and promoted the apoptosis of HeLa cells. On the whole, these results demonstra", "phages via the Rb/E2F1 signalling pathway in HeLa cells. This suggests the possibility of a di", "humidified incubator with 5% CO2. 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