Evidence map›Paper›PMID 38238731›Full record

ArticleBMC public health2024

Inflammatory markers are associated with infertility prevalence: a cross-sectional analysis of the NHANES 2013-2020.

Yanfen Chen, Huanying Xu, Jianxing Yan, Qidan Wen, Mingjun Ma, Ningning Xu, Haoxi Zou, Xiaoyan Xing, Yingju Wang, Suzhen Wu

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
7.9field-weighted citation impact, top 2% of its field
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

27 citing papers in PubMed, 33 citations in OpenAlex.

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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 at 2 institutions in 1 country.

Yanfen Chen *Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Huanying Xu *Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Jianxing Yan *First Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Qidan WenFoshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Mingjun MaFoshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Ningning XuFoshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Haoxi ZouFoshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Xiaoyan XingFoshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Yingju WangFoshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China.
Suzhen WuFoshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China. fswszm@163.com.
Guangzhou University of Chinese Medicine · CNFoshan Hospital of TCM · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

InfertilityInflammationAdultCross-Sectional StudiesFemaleHumansMiddle AgedNutrition SurveysRetrospective StudiesYoung AdultInfertilityInflammatory markersLymphocyte count (LC)Lymphocyte-monocyte ratio (LMR)National Health and Nutrition Examination Survey (NHANES)Neutrophil-lymphocyte ratio (NLR)Platelet-lymphocyte ratio (PLR)Product of platelet and neutrophil count (PPN)Systemic immune inflammation index (SII)

Identifiers

PMID38238731
PMCPMC10797998
OpenAlexW4390964663

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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.