The association of inflammatory markers in early pregnancy with the development of gestational diabetes: Qazvin maternal and neonatal metabolic study (QMNS).

IF 2.7 2区 医学 Q1 OBSTETRICS & GYNECOLOGY BMC Pregnancy and Childbirth Pub Date : 2025-02-11 DOI:10.1186/s12884-025-07267-y
Sima Hashemipour, Seyedeh Sareh Kalantarian, Hamidreza Panahi, Sara Esmaeili Kelishomi, Amirabbas Ghasemi, Sarah Mirzaeei Chopani, Sepideh Kolaji, Milad Badri, Arefeh Ghobadi, Seyyed Mohammad Reza Hadizadeh Khairkhahan, Fatemeh Lalooha, Farideh Movahed, Mahnaz Abbasi, Khadijeh Elmizadeh
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Abstract

Background: This study investigates the association of blood cell components and blood cell-derived inflammatory indices in early pregnancy with the development of gestational diabetes mellitus (GDM).

Methods: This research is part of the Qazvin maternal and neonatal metabolic study (QMNMS) conducted in Iran from 2018 to 2021. Pregnant women with gestational age ≤ 14 weeks were enrolled in the study. The association of blood cells and inflammatory indices, including neutrophil-to-lymphocyte ratio (NLR), systemic inflammatory response index (SIRI), systemic immune inflammation index (SII), and aggregate systemic inflammatory response index (AISI), in early pregnancy with subsequent GDM development was examined using multivariate logistic regression. This analysis was adjusted for age, pre-pregnancy body mass index (BMI), weight gain, and GDM history in previous pregnancies (Model 1), as well as for these factors in addition to the homeostatic model assessment for insulin resistance (HOMA-IR) (Model 2). The correlation of blood cells and inflammatory indices with insulin resistance was assessed through Spearman partial correlation, adjusted for the same risk factors.

Results: The final analysis included 612 participants, among whom GDM developed in 96 participants (15.7%). Neutrophil, platelet, and lymphocyte counts showed significant correlations with HOMA-IR (r = 0.14, r = 0.22, and r = 0.17, respectively; P < 0.01 for all). In univariate analysis, the highest quartile of neutrophil count was associated with a 5.9 times higher risk of GDM development (95% CI 2.6-13.2, P < 0.001). In multivariate logistic regression, neutrophil count quartiles remained significant predictors of GDM development, with relative risks of 3.7, 4.4, and 8.2 for the 2nd, 3rd, and 4th neutrophil quartiles compared to the 1st quartile (P < 0.001). While platelet count was initially associated with GDM development (RR = 2.6, 95% CI 1.3-5.1, P = 0.028), this association was no longer significant after adjusting for HOMA-IR. Neither lymphocyte nor monocyte counts were linked to GDM development. Additionally, inflammatory indices, such as NLR, SIRI, SII, and AISI, did not provide additional predictive value for GDM development.

Conclusion: Neutrophil count is an independent predictor of GDM development, and its role in GDM development is not influenced by early pregnancy insulin resistance. Moreover, novel inflammatory indices offer no additional predictive benefit for GDM.

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妊娠早期炎症标志物与妊娠期糖尿病发展的关系:Qazvin孕产妇和新生儿代谢研究(QMNS)。
背景:本研究探讨妊娠早期血细胞成分和血细胞炎性指标与妊娠期糖尿病(GDM)发生的关系。方法:本研究是2018年至2021年在伊朗进行的Qazvin孕产妇和新生儿代谢研究(QMNMS)的一部分。孕周≤14周的孕妇被纳入研究。采用多变量logistic回归分析妊娠早期血细胞和炎症指标(包括中性粒细胞与淋巴细胞比值(NLR)、全身炎症反应指数(SIRI)、全身免疫炎症指数(SII)和总全身炎症反应指数(AISI))与随后GDM发展的关系。该分析调整了年龄、孕前体重指数(BMI)、体重增加和以前妊娠的GDM史(模型1),以及这些因素以及胰岛素抵抗的稳态模型评估(HOMA-IR)(模型2)。血细胞和炎症指数与胰岛素抵抗的相关性通过Spearman偏相关评估,调整了相同的危险因素。结果:最终纳入612例受试者,其中96例(15.7%)发生GDM。中性粒细胞、血小板和淋巴细胞计数与HOMA-IR有显著相关性(r = 0.14、r = 0.22和r = 0.17);结论:中性粒细胞计数是GDM发展的独立预测因子,其在GDM发展中的作用不受妊娠早期胰岛素抵抗的影响。此外,新的炎症指标对GDM没有额外的预测益处。
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来源期刊
BMC Pregnancy and Childbirth
BMC Pregnancy and Childbirth OBSTETRICS & GYNECOLOGY-
CiteScore
4.90
自引率
6.50%
发文量
845
审稿时长
3-8 weeks
期刊介绍: BMC Pregnancy & Childbirth is an open access, peer-reviewed journal that considers articles on all aspects of pregnancy and childbirth. The journal welcomes submissions on the biomedical aspects of pregnancy, breastfeeding, labor, maternal health, maternity care, trends and sociological aspects of pregnancy and childbirth.
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