Evidence map›Paper›PMID 41420404›Full record

ArticleInternational journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics2026

Neutrophil-to-lymphocyte ratio at admission helps to predict the need for blood transfusion after vaginal delivery.

Daniel Gabbai, Itamar Gilboa, Anat Lavie, Yariv Yogev, Emmanuel Attali

Abstract read
In one paragraph

Article in International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Daniel GabbaiLis Hospital for Women's Health, Tel Aviv Sourasky Medical Center, Tel Aviv University, Tel Aviv, Israel.
Itamar GilboaLis Hospital for Women's Health, Tel Aviv Sourasky Medical Center, Tel Aviv University, Tel Aviv, Israel.
Anat LavieLis Hospital for Women's Health, Tel Aviv Sourasky Medical Center, Tel Aviv University, Tel Aviv, Israel.
Yariv YogevLis Hospital for Women's Health, Tel Aviv Sourasky Medical Center, Tel Aviv University, Tel Aviv, Israel.
Emmanuel AttaliLis Hospital for Women's Health, Tel Aviv Sourasky Medical Center, Tel Aviv University, Tel Aviv, Israel.ORCID https://orcid.org/0000-0002-4236-4836

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study assesses the association between complete blood count (CBC) parameters, including the neutrophil-to-lymphocyte ratio (NLR) and the platelet-to-lymphocyte ratio (PLR) and predicts the need for postpartum packed red blood cell transfusion (pRBCT).

methodsThis retrospective cohort study was conducted at a tertiary, university-affiliated medical center with approximately 12 500 annual deliveries (2012-2023). Women requiring postpartum pRBCT were identified based on criteria including severe hemorrhage, symptomatic anemia with hemoglobin (Hb) levels of 7-8 g/dL, or severe anemia (Hb <7 g/dL). Maternal demographics, admission complete blood count (CBC), and delivery outcomes were analyzed. Multivariable logistic regression identified independent predictors of pRBCT, and a risk score was developed and evaluated using receiver operating characteristic (ROC) analysis.

resultsAdmission CBC data were available for 37 631 vaginal deliveries, of which 957 (2.5%) required pRBCT. Risk factors for pRBCT included nulliparity, previous cesarean, assisted reproductive technology conception and intrapartum fever. Protective factors included spontaneous labor onset, body mass index >30, and admission hematocrit >40%. Key CBC independent predictors included Hb <11 g/dL (adjusted odds ratio [aOR] 5.70, 95% confidence interval [CI] 4.79-6.79), and NLR >5 (aOR 1.28, 95% CI 1.02-1.60). The scoring model, with a clinical cutoff of 5, predicted pRBCT with an area under the curve of 0.77 (95% CI 0.75-0.79, P < 0.001).

conclusionAdmission CBC parameters, particularly NLR and Hb, alongside maternal factors, might help predict pRBCT in vaginal deliveries.

Indexed as

Delivery, ObstetricErythrocyte TransfusionLymphocytesNeutrophilsPostpartum HemorrhageAdultBlood Cell CountFemaleHumansLogistic ModelsLymphocyte CountPredictive Value of TestsPregnancyRetrospective StudiesRisk FactorsROC Curveanemianeutrophil‐to‐lymphocyte ratioplatelet‐to‐lymphocyte ratiopostpartum packed red blood cell transfusionrisk factorsrisk score prediction

Identifiers

PMID41420404
PMCPMC13173612

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.