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Record W4413969778 · doi:10.3390/curroncol32080455

Understanding Chemotherapy-Induced Thrombocytopenia: Implications for Gastrointestinal Cancer Treatment

2025· article· en· W4413969778 on OpenAlexvenueno aff
Supriya Peshin, Adit Dharia, Ehab Takrori, Jasmeet Kaur, Kannan Thanikachalam, Renuka Iyer

Bibliographic record

VenueCurrent Oncology · 2025
Typearticle
Languageen
FieldMedicine
TopicPancreatic and Hepatic Oncology Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineChemotherapyCancerCancer chemotherapyBioinformaticsInternal medicineIntensive care medicineOncologyBiology

Abstract

fetched live from OpenAlex

Chemotherapy-induced thrombocytopenia (CIT) is a common yet underrecognized complication of systemic chemotherapy, particularly in gastrointestinal (GI) cancers. Despite progress in targeted and immune-based therapies, platinum-based and fluoropyrimidine regimens, especially oxaliplatin-containing protocols, remain standard in GI cancer treatment and are linked to high rates of CIT. This complication often leads to treatment delays, dose reductions, and elevated bleeding risk. This review provides a comprehensive overview of the pathophysiology, clinical implications, and management strategies of CIT in GI malignancies. CIT arises from several mechanisms: direct cytotoxicity to megakaryocyte progenitors, disruption of the marrow microenvironment, thrombopoietin dysregulation, and immune-mediated platelet destruction. Platinum agents, antimetabolites, and immune checkpoint inhibitors can contribute to these effects. Oxaliplatin-induced CIT may occur acutely via immune mechanisms or chronically through marrow suppression. CIT affects 20-25% of solid tumor patients, with highest rates in those receiving gemcitabine (64%), carboplatin (58%), and oxaliplatin (50%). Within GI cancer regimens, FOLFOXIRI and S-1 plus oxaliplatin show higher CIT incidence compared to FOLFIRI and CAPIRI. Thrombocytopenia is graded by severity, from mild (Grade 1-2) to severe (Grade 3-4), and often necessitates treatment adjustments, transfusions, or supportive therapies. Current strategies include chemotherapy dose modification, platelet transfusion, and thrombopoietin receptor agonists (TPO-RAs) like romiplostim and eltrombopag. While platelet transfusions help in acute settings, TPO-RAs may preserve dose intensity and reduce bleeding. Emerging agents targeting megakaryopoiesis and marrow protection offer promising avenues for long-term management.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.002
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0020.003
Open science0.0010.001
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0020.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.503
GPT teacher head0.544
Teacher spread0.042 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2025
Admission routes1
Has abstractyes

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