Evidence map›Paper›PMID 41272470›Full record

ArticleBMC pregnancy and childbirth2025

First-trimester pan-immune-inflammation value predicts preeclampsia in a dose-dependent linear pattern.

Yi Zhu, Yanqiu Zhang, Wenshi Hu, Jun Cao, Bin Feng, Jieyu Jin, Sheng Zhang, Qingqin Tang, Longwei Qiao, Yuting Liang

Abstract read
In one paragraph

Article in BMC pregnancy and childbirth, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

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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.

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3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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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

10 authors.

Yi Zhu *Department of Orthopaedic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, 215002, China.
Yanqiu Zhang *School of Pharmacy and Science, Key Laboratory of Anti-inflammatory and Immune Medicine, Institute of Clinical Pharmacology, Anhui Medical University, Ministry of Education, Anhui Medical University, Hefei, Anhui Province, 230032, China.
Wenshi Hu *Center for Reproduction and Genetics, School of Gusu, Suzhou Municipal Hospital, The Affiliated Suzhou Hospital of Nanjing Medical University, Nanjing Medical University, Suzhou, Jiangsu Province, China.
Jun CaoCenter for Clinical Laboratory, The First Affiliated Hospital of Soochow University, No.899, Pinghai Street, Suzhou, Jiangsu, 215002, China.
Bin FengCenter for Clinical Laboratory, The First Affiliated Hospital of Soochow University, No.899, Pinghai Street, Suzhou, Jiangsu, 215002, China.
Jieyu JinCenter for Clinical Laboratory, The First Affiliated Hospital of Soochow University, No.899, Pinghai Street, Suzhou, Jiangsu, 215002, China.
Sheng ZhangCenter for Clinical Laboratory, The First Affiliated Hospital of Soochow University, No.899, Pinghai Street, Suzhou, Jiangsu, 215002, China.
Qingqin TangCenter for Clinical Laboratory, The First Affiliated Hospital of Soochow University, No.899, Pinghai Street, Suzhou, Jiangsu, 215002, China.
Longwei QiaoCenter for Reproduction and Genetics, School of Gusu, Suzhou Municipal Hospital, The Affiliated Suzhou Hospital of Nanjing Medical University, Nanjing Medical University, Suzhou, Jiangsu Province, China. qiaolongwei1@126.com.
Yuting LiangCenter for Clinical Laboratory, The First Affiliated Hospital of Soochow University, No.899, Pinghai Street, Suzhou, Jiangsu, 215002, China. liangyuting666@126.com.

Funding

Postdoctoral Fellowship Program of CPSF GZC20251571Science Foundation of Jiangsu Province Grant BK20240371Suzhou Health Talent Program GSWS2024046
6 · The paper itself

Abstract

backgroundPreeclampsia (PE), a multisystem hypertensive disorder complicating ~ 5% of pregnancies, remains a major global cause of maternal and perinatal morbidity and mortality. First-trimester screening methods are limited in accessibility and sensitivity, underscoring the need for affordable biomarkers. The pan-immune-inflammation value (PIV), derived from routine blood counts, shows potential as a predictor, but its independent predictive utility and dose-response association with PE are not yet fully defined.

methodsIn this retrospective cohort study, the association between first-trimester PIV and subsequent development of PE was evaluated. Multivariable logistic regression was used to assess PIV as an independent predictor, adjusting for confounders including maternal age, body mass index (BMI), parity, multifetal pregnancy and mode of conception (natural vs. in vitro fertilization [IVF, a method of assisted reproductive technology]). Dose-response patterns were explored using restricted cubic spline and two-piecewise linear regression models. Subgroup and interaction analyses were conducted to assess consistency across clinical strata. To improve interpretability, all PIV values in the study were divided by 100 during analysis and result presentation.

resultsA total of 11,894 pregnant women were included (non-PE 11409, PE 485), among whom elevated first-trimester PIV/100 was significantly associated with an increased risk of PE (adjusted OR, 1.076; 95% CI, 1.041-1.112; P < 0.001). A dose-dependent increase in PE prevalence was observed across PIV quartiles, with the highest quartile associated with a 60.2% increased risk (OR, 1.602; 95% CI, 1.210-2.119; P < 0.001) compared to the lowest. Restricted cubic spline analysis suggested a nonlinear association in unadjusted models; however, an adequate linear fit was confirmed after adjustment (P for non-linearity > 0.05). Two-piecewise linear regression identified an inflection point at PIV/100 = 3.6889, but no significant threshold effect was detected (P = 0.274). The association between PIV/100 and PE remained consistent across subgroups defined by age, BMI, parity, IVF status, and plurality (all P for interaction > 0.05).

conclusionElevated first-trimester PIV is independently and linearly associated with increased risk of PE, with no identifiable threshold effect. These findings highlight the potential utility of PIV as an accessible, inflammation-based biomarker for early PE risk stratification. Future prospective studies are warranted to validate its clinical applicability and explore integration into prenatal screening protocols.

Indexed as

InflammationPre-EclampsiaPregnancy Trimester, FirstAdultBiomarkersFemaleHumansPredictive Value of TestsPregnancyRetrospective StudiesBiomarkersFirst-TrimesterLymphocyteMonocyteNeutrophilPlateletPreeclampsia

Identifiers

PMID41272470
PMCPMC12639940

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LicenceCC BY-NC-ND
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Registered trials

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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.