Evidence map›Paper›PMID 42237340›Full record

ArticleJournal of ovarian research2026

Association of HDL-cholesterol related inflammatory ratios with reproductive outcomes in women with polycystic ovary syndrome undergoing frozen-thawed embryo transfer.

Xiaoyu Zhang, Jun'an Yu, Qunyan Zhu, Ze Ren, Siqi Wen, Xuefeng Huang, Zhiyang Zhou, Sisi Zhang

Abstract read
In one paragraph

Article in Journal of ovarian research, 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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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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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Xiaoyu ZhangSchool of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
Jun'an YuSchool of Rehabilitation Medicine, Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
Qunyan ZhuMedical Research Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
Ze RenSchool of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
Siqi WenSchool of Public Health, Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
Xuefeng HuangReproductive Medicine Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
Zhiyang ZhouObstetrics & Gynecology Hospital of Fudan University, Shanghai Key Lab of Reproduction and Development, Shanghai Key Lab of Female Reproductive Endocrine Related Disease, Fudan University, Shanghai, 200011, China. zhouzhiyang.19@hotmail.com.
Sisi ZhangReproductive Medicine Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China. u3006008@connect.hku.hk.

Funding

Zhejiang Provincial Natural Science Foundation of China LQ24H040008Zhejiang Provincial Natural Science Foundation of China LQN25H260004
6 · The paper itself

Abstract

backgroundPolycystic ovary syndrome (PCOS) is a prevalent endocrine disorder and a major cause of anovulatory infertility, often requiring assisted reproductive technology (ART). The freeze-all strategy followed by frozen-thawed embryo transfer (FET) can reduce the risk of ovarian hyperstimulation syndrome (OHSS) and improve endometrial receptivity. However, women with PCOS still experience suboptimal reproductive outcomes. Increasing evidence suggests that chronic low-grade inflammation may contribute to these impairments. Conventional inflammatory markers, such as circulating cytokines, are not routinely assessed in clinical practice, underscoring the need for simple and accessible indicators. Recently, several hematologic and lipid-based inflammatory ratios-lymphocyte-to-HDL cholesterol ratio (LHR), neutrophil-to-HDL cholesterol ratio (NHR), platelet-to-HDL cholesterol ratio (PHR) and monocyte-to-HDL cholesterol ratio (MHR)-have been proposed as accessible indicators of systemic inflammation. Nevertheless, their predictive value for ART outcomes in women with PCOS remains unclear.

methodsThis retrospective cohort study included 1445 women with PCOS undergoing their first frozen embryo transfer cycle at the reproductive medicine center of a tertiary hospital between 2010 and 2023. The associations of reproductive outcomes with NHR, LHR, PHR and MHR were assessed using logistic regression models with or without adjusting for potential confounders.

resultsHigher quartiles of NHR, LHR, and PHR were associated with increased miscarriage rates and decreased live birth rates, whereas no consistent pattern was observed for MHR. No significant differences were found across quartiles in biochemical pregnancy, clinical pregnancy, preterm delivery and low birth weight. Compared with women in the lowest quartile, those in the highest quartile had significantly higher odds of miscarriage for NHR (adjusted odds ratio [OR] 2.51, 95% confidence interval [CI] 1.39-4.63), LHR (2.32, 1.23-4.49) and PHR (2.47, 1.34-4.64). In addition, LHR and PHR were inversely associated with live birth after full adjustment.

conclusionElevated NHR, LHR, and PHR were associated with adverse reproductive outcomes in women with PCOS undergoing FET. These findings suggest that HDL-C related inflammatory ratios may have potential value as accessible markers of systemic inflammation in this population. However, given the retrospective design, their clinical utility for risk stratification and individualized management requires further validation in prospective studies. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Cholesterol, HDLEmbryo TransferInflammationPolycystic Ovary SyndromeAdultBiomarkersCryopreservationFemaleHumansPregnancyPregnancy OutcomePregnancy RateRetrospective StudiesBiomarkersCholesterol, HDLFrozen-thawed embryo transferHDL-cholesterol related inflammatory ratiosLive birthMiscarriagePolycystic ovary syndromeReproductive outcomes

Identifiers

PMID42237340
PMCPMC13459241

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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.