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Record W4415157093 · doi:10.1007/s12672-025-03707-5

Strategies for managing EMA/CO resistant in gestational trophoblastic neoplasia a systematic review and meta analysis

2025· review· en· W4415157093 on OpenAlexaboutno aff
Febia Erfiandi, Setyo Teguh Waluyo, Candra Novi Ricardo Sibarani, Gatot Nyarumenteng Adhipurnawan Winarno, Aini Sofa Haniah, Nicholas Adrianto

Bibliographic record

VenueDiscover Oncology · 2025
Typereview
Languageen
FieldMedicine
TopicGestational Trophoblastic Disease Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMeta-analysisCochrane LibrarySystematic reviewSalvage therapyNeutropeniaPublication biasMEDLINEInclusion and exclusion criteria

Abstract

fetched live from OpenAlex

OBJECTIVE: This systematic review and meta-analysis evaluate the efficacy and safety of salvage regimens in managing EMA/CO-resistant GTN, providing evidence to inform optimal treatment strategies. METHODS: A literature search was conducted in PubMed, ScienceDirect, Cochrane Library, Google Scholar, and Wiley Online Library until December 27, 2024. Studies on EMA/CO chemoresistance in gestational trophoblastic neoplasia (GTN) were included, and alternative regimens and surgical interventions were also considered. Exclusion applied to non-human studies and those unrelated to EMA/CO chemoresistance. Data extraction and quality assessment followed PRISMA, Cochrane ROB-2, and the Newcastle-Ottawa Scale. A meta-analysis was performed using a random-effects model, with heterogeneity (I²) and publication bias assessed. The study was registered with PROSPERO (CRD42024574582). RESULTS: Eight studies met the inclusion criteria, encompassing patients predominantly with advanced-stage (FIGO III-IV) and high-risk GTN. EMA/EP and EP/EMA were the most frequently evaluated salvage regimens, with a pooled complete remission rate of 78.7% (95% CI: 67.4–88.1%) across 84 patients. No significant heterogeneity (I² = 27.05%) or publication bias was detected. Alternative regimens, including BEP, FAEV, and TP/TE, demonstrated favourable remission rates in small cohorts but lacked generalizability. Neutropenia (68%), thrombocytopenia (41%), and anaemia (30%) were the most commonly reported toxicities with EP/EMA. Safety data for other regimens were limited. CONCLUSION: EMA/EP and EP/EMA remain the most effective and well-studied salvage regimens for EMA/CO-resistant GTN, demonstrating high remission rates with manageable toxicity. While alternative regimens such as BEP, FAEV, and TP/TE show encouraging results, their limited evidence base precludes definitive comparison. Further prospective studies are needed to establish optimal salvage strategies and refine toxicity 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)0.013
metaresearch head score (Gemma)0.034
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.018
Threshold uncertainty score0.071

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.034
Meta-epidemiology (narrow)0.0030.002
Meta-epidemiology (broad)0.0180.039
Bibliometrics0.0090.007
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0020.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.051
GPT teacher head0.411
Teacher spread0.360 · 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 designMeta-analysis
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

Citations1
Published2025
Admission routes1
Has abstractyes

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