Evidence map›Paper›PMID 41299507›Full record

ArticleBMC women's health2025

Association between high-density lipoprotein-related inflammation index and female infertility in US reproductive-aged women: insights from NHANES 2013-2020.

Jingjing Su, Yuyang Zhang, Xiangxiang Jiang

Abstract read
In one paragraph

Article in BMC women's health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Observational
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

3 authors.

Jingjing SuDepartment of Obstetrics and Gynecology, Reproductive Medicine Center , The First Affiliated Hospital of Anhui Medical University, No 120 Wanshui Road, Hefei, Anhui, 230022, China.
Yuyang ZhangDepartment of Obstetrics and Gynecology, Reproductive Medicine Center , The First Affiliated Hospital of Anhui Medical University, No 120 Wanshui Road, Hefei, Anhui, 230022, China.
Xiangxiang JiangDepartment of Obstetrics and Gynecology, Reproductive Medicine Center , The First Affiliated Hospital of Anhui Medical University, No 120 Wanshui Road, Hefei, Anhui, 230022, China. jiangxx@ahmu.edu.cn.

Funding

Key Discipline Construction Fund of the Leading Hospital Project at the First Affiliated Hospital of Anhui Medical University 060201001National Natural Science Foundation of China 82371683Provincial Natural Science Foundation of Anhui 2308085Y43
6 · The paper itself

Abstract

backgroundInflammation and high-density lipoprotein (HDL) metabolism are strongly linked to female infertility. The ratios of neutrophil-, lymphocyte-, platelet- and monocyte-to-HDL cholesterol (NHR, LHR, PHR, and MHR) are HDL-related inflammation indices, which are widely used to indicate the risk of various diseases. However, whether female infertility is associated with these indices remains unexplored. The present study aimed to assess the associations between female infertility and these indices.

methodsDatasets were obtained from the National Health and Nutrition Examination Survey (NHANES) conducted from 2013 to 2020. Reproductive status was determined from self-report questionnaire responses. HDL-related inflammation indices were determined by calculating the ratio of different blood cell counts to HDL cholesterol levels. The relationships between these indices and female infertility were evaluated utilizing weighted multivariable logistic regression models, considering both continuous variables and tertile-based groupings. Furthermore, smooth curve fitting was utilized to investigate potential linear relationships, and the results were verified through subgroup analyses and interaction tests.

resultsA cohort of 3,575 women aged 18-45 years was included, among which 479 individuals (13.4%) were diagnosed with infertility. Infertile participants were significantly older than non-infertile participants (34.50 ± 0.50 versus 31.59 ± 0.19 years, P < 0.0001). When all the covariates were adjusted, there was a notable positive association between Log(MHR) and female infertility (OR = 1.48, 95% CI: 1.02, 2.14, P = 0.04). Compared with women in the first tertile of Log(MHR), women in the second (T2 versus T1: OR = 1.54, 95%CI: 1.11, 2.13) and third (T3 versus T1, OR = 1.49, 95%CI: 1.03, 2.15) tertiles exhibited elevated infertility risks. Additionally, smooth curve fitting revealed a linear relationship between female infertility and Log(MHR). Subgroup analyses confirmed that this association remained consistent across most subgroups.

conclusionsThere is a modest positive association between Log(MHR) and female infertility. The MHR may be a composite indicator of an underlying inflammatory or metabolic state associated with infertility. Furthermore, the MHR may serve as an auxiliary index for future research exploring the complex interplay between inflammation and female reproductive health.

Indexed as

Cholesterol, HDLInfertility, FemaleInflammationLipoproteins, HDLAdolescentAdultCross-Sectional StudiesFemaleHumansMiddle AgedNutrition SurveysUnited StatesYoung AdultCholesterol, HDLLipoproteins, HDLFemale infertilityHigh-density lipoprotein-related inflammation indexMHRNHANESPositive association

Identifiers

PMID41299507
PMCPMC12659264

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.