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UTERINE AND PERIPHERAL NK CELLS IN RECURRENT SPONTANEOUS ABORTION: A QUALITATIVE SYSTEMATIC REVIEW OF BIOMARKER MECHANISMS (KIR/HLA-C) AND IMMUNOMODULATIVE THERAPIES (2010-2025)

2025· book-chapter· W7115922855 on OpenAlexaboutno aff

Bibliographic record

VenueSeven Editora eBooks · 2025
Typebook-chapter
Language
FieldImmunology and Microbiology
TopicReproductive System and Pregnancy
Canadian institutionsnot available
Fundersnot available
KeywordsMiscarriageRecurrent miscarriageBiomarkerImmunotherapyPregnancyClinical trialRandomized controlled trial

Abstract

fetched live from OpenAlex

Objective: To critically synthesize evidence (2010–2025) on the role of uterine (uNK) and peripheral (pNK) Natural Killer cells in recurrent pregnancy loss (RPL), covering uNK biology, KIR/HLA-C genetics, clinical utility of NK testing, and the effects of immunomodulatory therapies (intravenous immunoglobulin, corticosteroids, lipid emulsion). Methods: Systematic review (PRISMA-2020) conducted across PubMed/MEDLINE, Embase, Web of Science, and Scopus (Jan-2010–Oct-2025). Human observational studies, clinical trials, and systematic reviews assessing uNK/pNK, KIR/HLA-C, reproductive outcomes (live birth, miscarriage recurrence, preeclampsia), or NK- targeted therapies were included. Risk of bias: RoB-2 (RCTs) and Newcastle–Ottawa (observational). Narrative qualitative synthesis. Results: Evidence supports a pivotal role of uNK in spiral artery remodeling and maternal–fetal tolerance. KIR/HLA-C combinations, notably maternal KIR AA with fetal HLA-C2, were associated with increased RPL risk, though findings were heterogeneous. Clinical NK testing remains unstandardized and not recommended for therapeutic selection per ESHRE 2022/2023 guidelines. Immunotherapies such as IVIG showed potential benefits in selected subgroups by reducing NK cytotoxicity and improving live birth rates, yet evidence remains moderate; prednisolone trials are ongoing. Conclusions: uNK and pNK are key regulators of reproductive immunology. The KIR/HLA-C pathway may influence RPL risk, but standardized phenotyping and large randomized multicenter trials are required. Routine NK testing is not endorsed by current guidelines, and immunotherapies remain investigational outside research protocols.

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)0.022
metaresearch head score (Gemma)0.081
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.022
Threshold uncertainty score0.116

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.081
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0070.007
Bibliometrics0.0120.010
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0020.003
Research integrity0.0020.001
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 head0.019
GPT teacher head0.288
Teacher spread0.269 · 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 designSystematic review
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

Citations0
Published2025
Admission routes1
Has abstractyes

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