ArticleBMC public health2024
Inflammatory markers are associated with infertility prevalence: a cross-sectional analysis of the NHANES 2013-2020.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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27 citing papers in PubMed, 33 citations in OpenAlex.
- Associations between carotenoids and rheumatoid arthritis risk: evidence from two population-based studies.Nutrition journal · 2026Article
- Infertility Risk and Employment History Among US Women: Findings From National Health and Nutrition Examination Survey 2013-2014.American journal of industrial medicine · 2026Article
- Association of Peripheral Inflammatory Markers with Conception Outcomes Among Women with Endometriosis-Associated Infertility.Diagnostics (Basel, Switzerland) · 2026Article
- Investigating the association between systemic immune-inflammation index and female fertility: a retrospective cohort study.Journal of ovarian research · 2026Article
- The Role of hs-CRP and Systemic Immune-Inflammation Index in Sarcopenia and Sarcopenic Obesity in Young Populations: Results from the National Health and Nutrition Examination Survey 2015-2018.Endocrine, metabolic & immune disorders drug targets · 2026Article
- Association between alpha-1-acid glycoprotein and infertility in the NHANES 2015-2020.Medicine · 2025Article
- Immunological Causes of Infertility: Diagnostic Perspectives.Biomolecules · 2025Review
- The association between sedentary behavior and infertility: a population-based cross-sectional observational study and Mendelian randomization analysis.Reproductive biology and endocrinology : RB&E · 2025Observational
- Associations of systemic immune-inflammation index, product of platelet, and neutrophil count, with the pathological grade of bladder cancer.The Canadian journal of urology · 2025Article
- Association between high-density lipoprotein cholesterol-related inflammatory markers and female infertility: a cross-sectional analysis from the National Health and Nutrition Examination Survey (NHANES 2013-2018).BMC women's health · 2025Article
- Associations between complete-blood-count-derived inflammatory markers and gastric ulcer: A cross-sectional study.World journal of gastroenterology · 2025Article
- Association of Inflammatory markers with pregnancy loss: Global Burden (1990-2021) and NHANES survey (2005-2016).BMC pregnancy and childbirth · 2025Article
- Decoding the potential association of liver steatosis with female infertility: an analysis from NHANES 2013-2018.BMC public health · 2025Article
- Association of product of platelet and neutrophil count with monoclonal gammopathy of undetermined significance: a cross-sectional analysis of the NHANES.Blood research · 2025Article
- Association between vitamin B2 intake and female infertility: a cross-sectional study.Scientific reports · 2025Article
- Association of Sleep, Inflammation and Female Infertility: A Cross-Sectional Survey and Genetic Approach.Brain and behavior · 2025Article
- A cross-sectional study examining the relationship between the advanced lung cancer inflammation index and prostate cancer.Journal of health, population, and nutrition · 2025Article
- Life's crucial 9 is inversely and linearly associated with female infertility prevalence: a cross-sectional analysis from NHANES 2013-2018.Scientific reports · 2025Article
- Prevalence of neutropenia in the U.S. among reproductive-aged women: a population-based analysis of NHANES 2013-2020.BMC public health · 2025Article
- Exploring the link between exposure to volatile organic chemicals and incidence of infertility:A cross-sectional study.Heliyon · 2025Article
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Authors and funding
10 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundInflammation exerts a critical role in the pathogenesis of infertility. The relationship between inflammatory parameters from peripheral blood and infertility remains unclear. Aim of this study was to investigate the association between inflammatory markers and infertility among women of reproductive age in the United States.
methodsWomen aged 20-45 were included from the National Health and Nutrition Examination Survey (NHANES) 2013-2020 for the present cross-sectional study. Data of reproductive status was collected from the Reproductive Health Questionnaire. Six inflammatory markers, systemic immune inflammation index (SII), lymphocyte count (LC), product of platelet and neutrophil count (PPN), platelet-lymphocyte ratio (PLR), neutrophil-lymphocyte ratio (NLR) and lymphocyte-monocyte ratio (LMR) were calculated from complete blood counts in mobile examination center. Survey-weighted multivariable logistic regression was employed to assess the association between inflammatory markers and infertility in four different models, then restricted cubic spline (RCS) plot was used to explore non-linearity association between inflammatory markers and infertility. Subgroup analyses were performed to further clarify effects of other covariates on association between inflammatory markers and infertility.
resultsA total of 3,105 women aged 20-45 was included in the final analysis, with 431 (13.88%) self-reported infertility. A negative association was found between log2-SII, log2-PLR and infertility, with an OR of 0.95 (95% CI: 0.78,1.15; p = 0.60), 0.80 (95% CI:0.60,1.05; p = 0.10), respectively. The results were similar in model 1, model 2, and model 3. Compared with the lowest quartile (Q1), the third quartile (Q3) of log2-SII was negatively correlation with infertility, with an OR (95% CI) of 0.56 (95% CI: 0.37,0.85; p = 0.01) in model 3. Similarly, the third quartile (Q3) of log2-PLR was negatively correlation with infertility, with an OR (95% CI) of 0.61 (95% CI: 0.43,0.88; p = 0.01) in model 3. No significant association was observed between log2-LC, log2-PPN, log2-NLR, log2-LMR and infertility in model 3. A similar U-shaped relationship between log2-SII and infertility was found (p for non-linear < 0.05). The results of subgroup analyses revealed that associations between the third quartile (Q3) of log2-SII, log2-PLR and infertility were nearly consistent.
conclusionThe findings showed that SII and PLR were negatively associated with infertility. Further studies are needed to explore their association better and the underlying mechanisms.
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