Danielle L. Jones, Laura C. Kusinski, Clare Gillies, Claire L. Meek
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Specimens were collected for determination of glucose levels using standard and enhanced procedures, HbA<sub>1c</sub> and insulin analysis. GDM diagnosis and management followed National Institute for Health and Care Excellence guidance. We categorised women into pathophysiological subtypes: insulin-resistant GDM (HOMA2-S < 25th centile of the population with normal glucose tolerance [NGT]), insulin-insufficient GDM (HOMA2-B < 25th centile), both or neither. We assessed associations with pregnancy outcomes using logistic regression.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>Using enhanced specimen handling, 1027/1308 (78.5%) women had NGT, with 281/1308 (21.5%) being classified as having GDM. Of this group, 135/281 (48.0%) had insulin-resistant GDM, 73/281 (26.0%) had insulin-insufficient GDM and 2/281 (0.7%) had both insulin-resistant and insulin-insufficient GDM. Unexpectedly, 71 patients (25.3%) had GDM with both HOMA2-S and HOMA2-B ≥ 25th centile (GDM-neither). This novel subgroup appeared to be relatively insulin-sensitive in the fasting state but developed marked post-load hyperglycaemia and hyperinsulinaemia, suggesting an isolated postprandial defect in insulin sensitivity that was not captured by HOMA2-B or HOMA2-S. Women within most GDM subgroups had comparable pregnancy outcomes to those of normoglycaemic women, and HOMA2-B and HOMA2-S were weak predictors of pregnancy outcomes. Maternal BMI predicted a similar number of outcomes to HOMA2-S, suggesting that there was no additional predictive value in adding HOMA2-S. 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引用次数: 0
摘要
目的/假设妊娠糖尿病(GDM)的精准医学方法已经根据疾病病理生理(胰岛素抵抗、胰岛素不足或两者兼而有之)对患者进行了分类,并证明了与临床结果的关联。我们的目的是评估使用增强处理来确定胰岛素分泌和敏感性指标在分析上是否可靠,在不同人群中是否可重复,以及在临床实践中是否有用的诊断和预后。方法本观察性研究共招募了1308名具有一种或多种GDM危险因素的孕妇,这些孕妇在9家医院之一接受了75 g OGTT治疗。收集标本,采用标准和强化程序、糖化血红蛋白和胰岛素分析测定血糖水平。GDM的诊断和管理遵循国家健康和护理卓越研究所的指导。我们将女性分为病理生理亚型:胰岛素抵抗型GDM (HOMA2-S <;葡萄糖耐量正常的人群[NGT],胰岛素不足型GDM (HOMA2-B <;25百分位),两者都有,或者两者都没有。我们使用逻辑回归评估与妊娠结局的关联。结果经强化标本处理,1027/1308例(78.5%)女性为NGT,其中281/1308例(21.5%)为GDM。其中135/281(48.0%)为胰岛素抵抗型GDM, 73/281(26.0%)为胰岛素不足型GDM, 2/281(0.7%)为胰岛素抵抗型和胰岛素不足型GDM。出乎意料的是,71例(25.3%)GDM患者的HOMA2-S和HOMA2-B均≥25百分位(GDM均不≥25百分位)。这一新的亚组在空腹状态下似乎对胰岛素相对敏感,但出现了明显的负荷后高血糖和高胰岛素血症,这表明一种孤立的餐后胰岛素敏感性缺陷,未被HOMA2-B或HOMA2-S捕获。大多数GDM亚组妇女的妊娠结局与血糖正常的妇女相当,HOMA2-B和HOMA2-S是妊娠结局的弱预测因子。母亲BMI预测的结果数量与HOMA2-S相似,表明添加HOMA2-S没有额外的预测价值。当使用不同的指数和标准标本处理技术时,得到了类似的结果。结论/解释使用HOMA2-S和HOMA2-B对GDM进行精确分类并不能提供有用的诊断或预后信息,但确实区分了一个新的GDM患者亚组,其特征是孤立的餐后胰岛素敏感性缺陷。图形抽象
A critique of measurement of defective insulin secretion and insulin sensitivity as a precision approach to gestational diabetes
Aims/hypothesis
Precision medicine approaches to gestational diabetes mellitus (GDM) have categorised patients according to disease pathophysiology (insulin resistance, insulin insufficiency or both), and demonstrated associations with clinical outcomes. We aimed to assess whether using enhanced processing to determine indices of insulin secretion and sensitivity is analytically robust, reproducible in a different population, and useful diagnostically and prognostically in clinical practice.
Methods
A total of 1308 pregnant women with one or more risk factors for GDM who underwent a 75 g OGTT at one of nine hospital sites were recruited to this observational study. Specimens were collected for determination of glucose levels using standard and enhanced procedures, HbA1c and insulin analysis. GDM diagnosis and management followed National Institute for Health and Care Excellence guidance. We categorised women into pathophysiological subtypes: insulin-resistant GDM (HOMA2-S < 25th centile of the population with normal glucose tolerance [NGT]), insulin-insufficient GDM (HOMA2-B < 25th centile), both or neither. We assessed associations with pregnancy outcomes using logistic regression.
Results
Using enhanced specimen handling, 1027/1308 (78.5%) women had NGT, with 281/1308 (21.5%) being classified as having GDM. Of this group, 135/281 (48.0%) had insulin-resistant GDM, 73/281 (26.0%) had insulin-insufficient GDM and 2/281 (0.7%) had both insulin-resistant and insulin-insufficient GDM. Unexpectedly, 71 patients (25.3%) had GDM with both HOMA2-S and HOMA2-B ≥ 25th centile (GDM-neither). This novel subgroup appeared to be relatively insulin-sensitive in the fasting state but developed marked post-load hyperglycaemia and hyperinsulinaemia, suggesting an isolated postprandial defect in insulin sensitivity that was not captured by HOMA2-B or HOMA2-S. Women within most GDM subgroups had comparable pregnancy outcomes to those of normoglycaemic women, and HOMA2-B and HOMA2-S were weak predictors of pregnancy outcomes. Maternal BMI predicted a similar number of outcomes to HOMA2-S, suggesting that there was no additional predictive value in adding HOMA2-S. Similar findings were obtained when using different indices and standard specimen handling techniques.
Conclusions/interpretation
Precision categorisation of GDM using HOMA2-S and HOMA2-B does not provide useful diagnostic or prognostic information, but did distinguish a novel subgroup of patients with GDM, characterised by an isolated postprandial defect in insulin sensitivity.
期刊介绍:
Diabetologia, the authoritative journal dedicated to diabetes research, holds high visibility through society membership, libraries, and social media. As the official journal of the European Association for the Study of Diabetes, it is ranked in the top quartile of the 2019 JCR Impact Factors in the Endocrinology & Metabolism category. The journal boasts dedicated and expert editorial teams committed to supporting authors throughout the peer review process.