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pmid:33381445
Comparative Analysis of Systemic and Tumor Microenvironment Proteomes From Children With B-Cell Acute Lymphocytic Leukemia at Diagnosis and After Induction Treatment.
Geise Ellen Broto · Stephany Corrêa · Fausto Celso Trigo · Everton Cruz Dos Santos · Fernanda Tomiotto-Pelissier · Wander Rogério Pavanelli · Guilherme Ferreira Silveira · Eliana Abdelhay · Carolina Panis
Frontiers in oncology · 2020 doi:10.3389/fonc.2020.550213
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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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Despite recent advances concerning disease treatment, cytotoxic chemotherapy remains the first line of treatment in several countries, and the modifications induced by such drugs in the organism are still poorly understood. In this context, the present study provided a comparative high-throughput proteomic analysis of the cumulative changes induced by chemotherapeutic drugs used in the induction phase of B-ALL treatment in both peripheral blood (PB) and bone marrow compartment (BM) samples. To reach this goal, PB and BM plasma samples were comparatively analyzed by using label-free proteomics at two endpoints: at diagnosis (D0) and the end of the cumulative induction phase treatment (D28). Proteomic data was available via ProteomeXchange with identifier PXD021584. The resulting differentially expressed proteins were explored by bioinformatics approaches aiming to identify the main gene ontology processes, pathways, and transcription factors altered by chemotherapy, as well as to understand B-ALL biology in each compartment at D0. At D0, PB was characterized as a pro-inflammatory environment, with the involvement of several downregulated coagulation proteins as KNG, plasmin, and plasminogen. D28 was characterized predominantly by immune response-related processes and the super expression of the transcription factor IRF3 and transthyretin. RUNX1 was pointed out as a common transcription factor found in both D0 and D28. We chose to validate the proteins transthyretin and interferon-gamma (IFN-γ) by commercial kits and expressed the results as PB/BM ratios. Transthyretin ratio was augmented after induction chemotherapy, while IFN-γ was reduced at the end of the treatment. 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The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["PXD021584"], "resolved_accessions": ["PXD021584"], "statements": ["The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: The full list of identified proteins, together with raw data and details regarding methods were deposited in ProteomeXChange repository (Project accession: PXD021584, Project DOI: 10.6019/PXD021584)."], "basis": "The paper names PXD021584 in ProteomeXchange and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:33381445", "data:geo:PXD021584", "asset:table:pmid:33381445:1", "asset:table:pmid:33381445:2", "asset:table:pmid:33381445:3", "asset:table:pmid:33381445:4", "asset:table:pmid:33381445:5", "asset:table:pmid:33381445:6"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD021584"]}, "gaps": ["method:not_determinable"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:25:45Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 23502, "completion_tokens": 820, "cached_tokens": 784}}, "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:33381445", "type": "paper", "label": "pmid:33381445"}, {"id": "source:pmid:33381445", "type": "manuscript", "label": "PMID 33381445 full text"}, {"id": "data:geo:PXD021584", "type": "dataset", "label": "GEO PXD021584"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:33381445", "type": "paper", "label": "pmid:33381445"}, {"id": "source:pmid:33381445", "type": "manuscript", "label": "PMID 33381445 full text"}, {"id": "data:geo:PXD021584", "type": "dataset", "label": "GEO PXD021584"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-33381445", "type": "extraction", "used": ["source:pmid:33381445"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD021584", "type": "accession_resolution", "used": ["data:geo:PXD021584"], "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:33381445", "parent_hash": "sha256:d377b70a94475326411ff2c0e715256eac538d55d2430795acdacedc04454446", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:PXD021584 licence not read", "asset:data:geo:PXD021584 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"]}