Evidence map›Paper›PMID 42306489›Full record

ArticleInternational journal of women's health2026

Bidirectional Associations Between Frailty and Preeclampsia: A Two-Sample Mendelian Randomization Study.

Chenghang Tian, Die Hu, Jing Feng, Xia Li, Zhenyu Guo, Xueying Zhu, Cong Gai, Huimin Zhu

Abstract read
In one paragraph

Article in International journal of women's health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Chenghang TianSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 102488, People's Republic of China.ORCID 0009-0000-9196-7476
Die HuSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 102488, People's Republic of China.
Jing FengSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 102488, People's Republic of China.
Xia LiSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 102488, People's Republic of China.
Zhenyu GuoSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 102488, People's Republic of China.
Xueying ZhuSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 102488, People's Republic of China.
Cong GaiSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 102488, People's Republic of China.
Huimin ZhuSchool of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 102488, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aims to elucidate the potential bidirectional genetic relationship between frailty and preeclampsia (PE), which currently remains unclear. Methods: We performed a bidirectional two-sample Mendelian randomization (MR) analysis to assess the causal link between the frailty index (FI) and PE. Summary statistics for FI were sourced from the IEU Open GWAS project (ebi-a-GCST90020053). For PE, two independent datasets were employed: one from IEU Open GWAS (ebi-a-GCST90018906) and another from the FinnGen R12 release (finn-b-O15_PREECLAMPS), to improve robustness and generalizability. The primary analysis used the inverse variance weighted (IVW) method, supported by MR-Egger, weighted median, simple mode and weighted mode methods. Sensitivity analyses were performed using Cochrane's Q test, the MR-Egger intercept test, the MR-PRESSO global test and leave-one-out analysis. Results: Genetically predicted FI conferred an increased odds of PE, as robustly demonstrated by the IVW method in both independent datasets: ebi-a-GCST90018906 (OR = 3.027, 95% CI [1.445, 6.343], Conclusion: This study provides suggestive genetic evidence for a potential bidirectional relationship between frailty and PE. The forward-direction findings, with frailty as the exposure and PE as the outcome, were consistently supported across two independent datasets, while the reverse-direction findings, with PE as the exposure and frailty as the outcome, were dataset-dependent and require further validation. Frailty may represent a promising target for obstetric risk stratification, pending confirmation in pregnant populations.

Indexed as

causalityfrailtygenetic epidemiologyMendelian randomizationpreeclampsia

Identifiers

PMID42306489
PMCPMC13265264

What Socratic holds

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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 Socratic graph.