Jinsheng Li, Qianwen Zhang, Xi Wang, Xin Fu, Lei Chen
{"title":"炎症生物标志物与20-44岁女性妊娠糖尿病的相关性:NHANES 2007-2018的横断面分析","authors":"Jinsheng Li, Qianwen Zhang, Xi Wang, Xin Fu, Lei Chen","doi":"10.1080/09513590.2025.2487492","DOIUrl":null,"url":null,"abstract":"<p><p>Inflammation exerts an essential role in gestational diabetes mellitus (GDM), but the relationship between peripheral blood inflammatory markers and GDM remains unclear. The purpose of this study was to explore the relationship between inflammatory markers and GDM in US adults. Data were extracted from the National Health and Nutrition Examination Survey. Five inflammatory markers were derived from complete blood count. Survey-weighted multivariable logistic regression models were used to assess the association between inflammatory markers and GDM. Restricted cubic splines and subgroup analyses were conducted to validate the stability of the results. Finally, a total of 2363 women aged 20-44 were included based on specific criteria, with 229 self-reported GDM cases (9.69%). The increased lymphocyte-monocyte ratio (LMR) was associated with the higher risk of GDM, aOR = 1.82 (CI:1.30-2.56). Compared with the lowest tertile, the highest tertile group of LMR showed a significantly increased risk of GDM, aOR = 2.24 (CI: 1.28-2.85). Conversely, the highest tertile group of systemic inflammation response index (SIRI) was negatively associated with GDM, aOR = 0.61 (95% CI: 0.40-0.94). And high platelet-lymphocyte ratio (PLR) levels are related to a lower risk of GDM. No non-linear relationships were observed. Furthermore, subgroup analysis revealed that the association between LMR, SIRI, and GDM remained consistent with the overall results. Our study indicated that LMR, PLR, and SIRI may be potential predictors of GDM. Further large-scale prospective study is needed to investigate the role of LMR, PLR and SIRI in GDM.</p>","PeriodicalId":12865,"journal":{"name":"Gynecological Endocrinology","volume":"41 1","pages":"2487492"},"PeriodicalIF":2.0000,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association between inflammatory biomarkers and gestational diabetes mellitus in women aged 20-44: a cross-sectional analysis of NHANES 2007-2018.\",\"authors\":\"Jinsheng Li, Qianwen Zhang, Xi Wang, Xin Fu, Lei Chen\",\"doi\":\"10.1080/09513590.2025.2487492\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Inflammation exerts an essential role in gestational diabetes mellitus (GDM), but the relationship between peripheral blood inflammatory markers and GDM remains unclear. The purpose of this study was to explore the relationship between inflammatory markers and GDM in US adults. Data were extracted from the National Health and Nutrition Examination Survey. Five inflammatory markers were derived from complete blood count. Survey-weighted multivariable logistic regression models were used to assess the association between inflammatory markers and GDM. Restricted cubic splines and subgroup analyses were conducted to validate the stability of the results. Finally, a total of 2363 women aged 20-44 were included based on specific criteria, with 229 self-reported GDM cases (9.69%). The increased lymphocyte-monocyte ratio (LMR) was associated with the higher risk of GDM, aOR = 1.82 (CI:1.30-2.56). Compared with the lowest tertile, the highest tertile group of LMR showed a significantly increased risk of GDM, aOR = 2.24 (CI: 1.28-2.85). Conversely, the highest tertile group of systemic inflammation response index (SIRI) was negatively associated with GDM, aOR = 0.61 (95% CI: 0.40-0.94). And high platelet-lymphocyte ratio (PLR) levels are related to a lower risk of GDM. No non-linear relationships were observed. Furthermore, subgroup analysis revealed that the association between LMR, SIRI, and GDM remained consistent with the overall results. Our study indicated that LMR, PLR, and SIRI may be potential predictors of GDM. Further large-scale prospective study is needed to investigate the role of LMR, PLR and SIRI in GDM.</p>\",\"PeriodicalId\":12865,\"journal\":{\"name\":\"Gynecological Endocrinology\",\"volume\":\"41 1\",\"pages\":\"2487492\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Gynecological Endocrinology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/09513590.2025.2487492\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/4/3 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Gynecological Endocrinology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/09513590.2025.2487492","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/4/3 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Association between inflammatory biomarkers and gestational diabetes mellitus in women aged 20-44: a cross-sectional analysis of NHANES 2007-2018.
Inflammation exerts an essential role in gestational diabetes mellitus (GDM), but the relationship between peripheral blood inflammatory markers and GDM remains unclear. The purpose of this study was to explore the relationship between inflammatory markers and GDM in US adults. Data were extracted from the National Health and Nutrition Examination Survey. Five inflammatory markers were derived from complete blood count. Survey-weighted multivariable logistic regression models were used to assess the association between inflammatory markers and GDM. Restricted cubic splines and subgroup analyses were conducted to validate the stability of the results. Finally, a total of 2363 women aged 20-44 were included based on specific criteria, with 229 self-reported GDM cases (9.69%). The increased lymphocyte-monocyte ratio (LMR) was associated with the higher risk of GDM, aOR = 1.82 (CI:1.30-2.56). Compared with the lowest tertile, the highest tertile group of LMR showed a significantly increased risk of GDM, aOR = 2.24 (CI: 1.28-2.85). Conversely, the highest tertile group of systemic inflammation response index (SIRI) was negatively associated with GDM, aOR = 0.61 (95% CI: 0.40-0.94). And high platelet-lymphocyte ratio (PLR) levels are related to a lower risk of GDM. No non-linear relationships were observed. Furthermore, subgroup analysis revealed that the association between LMR, SIRI, and GDM remained consistent with the overall results. Our study indicated that LMR, PLR, and SIRI may be potential predictors of GDM. Further large-scale prospective study is needed to investigate the role of LMR, PLR and SIRI in GDM.
期刊介绍:
Gynecological Endocrinology , the official journal of the International Society of Gynecological Endocrinology, covers all the experimental, clinical and therapeutic aspects of this ever more important discipline. It includes, amongst others, papers relating to the control and function of the different endocrine glands in females, the effects of reproductive events on the endocrine system, and the consequences of endocrine disorders on reproduction