• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

巴西显性糖尿病孕妇队列:使用机器学习技术分析危险因素。

A Brazilian cohort of pregnant women with overt diabetes: analyses of risk factors using a machine learning technique.

机构信息

Hospital de Clínicas de Porto Alegre, Serviço de Endocrinologia e Metabologia, Porto Alegre, RS, Brasil; Universidade Federal do Rio Grande do Sul, Programa de Pós-graduação em Ciências Médicas: Endocrinologia, Porto Alegre, RS, Brasil,

Hospital Nossa Senhora da Conceição, Serviço de Endocrinologia, Porto Alegre, RS, Brasil.

出版信息

Arch Endocrinol Metab. 2023 May 25;67(5):e000628. doi: 10.20945/2359-3997000000628.

DOI:10.20945/2359-3997000000628
PMID:37249459
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10665057/
Abstract

OBJECTIVE

Pregnancy complicated by type 2 diabetes is rising, while data on type 2 diabetes first diagnosed in pregnancy (overt diabetes) are scarce. We aimed to describe the frequency and characteristics of pregnant women with overt diabetes, compare them to those with known pregestational diabetes, and evaluate the potential predictors for the diagnosis of overt diabetes.

SUBJECTS AND METHODS

A retrospective cohort study including all pregnant women with type 2 diabetes evaluated in two public hospitals in Porto Alegre, Brazil, from May 20, 2005, to June 30, 2021. Classic and obstetric factors associated with type 2 diabetes risk were compared between the two groups, using machine learning techniques and multivariable analysis with Poisson regression.

RESULTS

Overt diabetes occurred in 33% (95% confidence interval: 29%-37%) of 646 women. Characteristics of women with known or unknown type 2 diabetes were similar; excessive weight was the most common risk factor, affecting ~90% of women. Age >30 years and positive family history of diabetes were inversely related to a diagnosis of overt diabetes, while previous delivery of a macrosomic baby behaved as a risk factor in younger multiparous women; previous gestational diabetes and chronic hypertension were not relevant risk factors.

CONCLUSION

Characteristics of women with overt diabetes are similar to those of women with pregestational diabetes. Classic risk factors for diabetes not included in current questionnaires can help identify women at risk of type 2 diabetes before they become pregnant.

摘要

目的

妊娠合并 2 型糖尿病的发病率正在上升,而关于妊娠期间首次诊断的 2 型糖尿病(显性糖尿病)的数据却很少。我们旨在描述显性糖尿病孕妇的频率和特征,将其与已知的孕前糖尿病孕妇进行比较,并评估显性糖尿病诊断的潜在预测因素。

方法

这是一项回顾性队列研究,纳入了 2005 年 5 月 20 日至 2021 年 6 月 30 日期间在巴西阿雷格里港的两家公立医院就诊的所有 2 型糖尿病孕妇。使用机器学习技术和多元 Poisson 回归分析比较两组之间与 2 型糖尿病风险相关的经典和产科因素。

结果

在 646 例孕妇中,33%(95%置信区间:29%-37%)发生了显性糖尿病。有已知或未知 2 型糖尿病的孕妇的特征相似;超重是最常见的危险因素,约影响 90%的孕妇。年龄>30 岁和糖尿病家族史阳性与显性糖尿病诊断呈负相关,而年轻多产妇中曾分娩巨大儿则为危险因素;既往妊娠期糖尿病和慢性高血压不是相关的危险因素。

结论

显性糖尿病孕妇的特征与孕前糖尿病孕妇相似。当前问卷中未包括的糖尿病经典危险因素有助于在孕妇怀孕前识别出有患 2 型糖尿病风险的女性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6fe9/10665057/b31b7840dbb8/2359-4292-aem-67-05-e000628-gf01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6fe9/10665057/b31b7840dbb8/2359-4292-aem-67-05-e000628-gf01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6fe9/10665057/b31b7840dbb8/2359-4292-aem-67-05-e000628-gf01.jpg

相似文献

1
A Brazilian cohort of pregnant women with overt diabetes: analyses of risk factors using a machine learning technique.巴西显性糖尿病孕妇队列:使用机器学习技术分析危险因素。
Arch Endocrinol Metab. 2023 May 25;67(5):e000628. doi: 10.20945/2359-3997000000628.
2
Overt diabetes imposes a comparable burden on outcomes as pregestational diabetes: a cohort study.一项队列研究表明:显性糖尿病与孕前糖尿病对结局的影响负担相当。
Diabetol Metab Syndr. 2022 Nov 23;14(1):177. doi: 10.1186/s13098-022-00939-1.
3
Preeclampsia in women with pregestational diabetes - a cohort study.孕前糖尿病女性的子痫前期——一项队列研究。
Hypertens Pregnancy. 2020 Feb;39(1):48-55. doi: 10.1080/10641955.2019.1704002. Epub 2019 Dec 25.
4
Gestational Diabetes in the Population Served by Brazilian Public Health Care. Prevalence and Risk Factors.巴西公共卫生保健服务人群中的妊娠期糖尿病。患病率及危险因素。
Rev Bras Ginecol Obstet. 2020 Jan;42(1):12-18. doi: 10.1055/s-0039-1700797. Epub 2020 Feb 27.
5
Comparison of pregnancy outcomes between women with gestational diabetes and overt diabetes first diagnosed in pregnancy: a retrospective multi-institutional study in Japan.比较妊娠期糖尿病和妊娠期间首次诊断为显性糖尿病的女性的妊娠结局:日本的一项回顾性多机构研究。
Diabetes Res Clin Pract. 2014 Jan;103(1):20-5. doi: 10.1016/j.diabres.2013.10.020. Epub 2013 Nov 8.
6
Characteristics of patients with abnormal glucose challenge test and normal oral glucose tolerance test results: comparison with normal and gestational diabetic patients.葡萄糖耐量试验异常但口服葡萄糖耐量试验结果正常的患者特征:与正常及妊娠期糖尿病患者的比较
Am J Obstet Gynecol. 2006 May;194(5):e42-5. doi: 10.1016/j.ajog.2005.11.031. Epub 2006 Apr 21.
7
Gestational diabetes mellitus risk factors in women with polycystic ovary syndrome (PCOS).多囊卵巢综合征(PCOS)女性的妊娠期糖尿病风险因素。
Eur J Obstet Gynecol Reprod Biol. 2014 Oct;181:195-9. doi: 10.1016/j.ejogrb.2014.07.043. Epub 2014 Aug 7.
8
Validation of a Claims-based Algorithm to Identify Pregestational Diabetes Among Pregnant Women in the United States.基于索赔的算法在美国孕妇中识别孕前糖尿病的验证。
Epidemiology. 2021 Nov 1;32(6):855-859. doi: 10.1097/EDE.0000000000001397.
9
Perinatal outcome in a Caucasian population with gestational diabetes and preexisting diabetes first diagnosed in pregnancy.首次在孕期被诊断出患有妊娠期糖尿病和孕前糖尿病的白种人群的围产期结局。
Diabetes Metab. 2016 Apr;42(2):122-5. doi: 10.1016/j.diabet.2015.11.007. Epub 2015 Dec 21.
10
Gestational diabetes mellitus and COVID-19: results from the COVID-19-Related Obstetric and Neonatal Outcome Study (CRONOS).妊娠期糖尿病与 COVID-19:COVID-19 相关产科和新生儿结局研究(CRONOS)的结果。
Am J Obstet Gynecol. 2022 Oct;227(4):631.e1-631.e19. doi: 10.1016/j.ajog.2022.05.027. Epub 2022 May 14.

本文引用的文献

1
Screening for Prediabetes and Type 2 Diabetes: US Preventive Services Task Force Recommendation Statement.筛查糖尿病前期和 2 型糖尿病:美国预防服务工作组推荐声明。
JAMA. 2021 Aug 24;326(8):736-743. doi: 10.1001/jama.2021.12531.
2
An Update on the Epidemiology of Type 2 Diabetes: A Global Perspective.2 型糖尿病流行病学的最新进展:全球视角。
Endocrinol Metab Clin North Am. 2021 Sep;50(3):337-355. doi: 10.1016/j.ecl.2021.05.013.
3
A clinical diabetes risk prediction model for prediabetic women with prior gestational diabetes.
有妊娠糖尿病史的糖尿病前期女性的临床糖尿病风险预测模型。
PLoS One. 2021 Jun 25;16(6):e0252501. doi: 10.1371/journal.pone.0252501. eCollection 2021.
4
The risk of diabetes after giving birth to a macrosomic infant: data from the NHANES cohort.分娩巨大儿后患糖尿病的风险:来自美国国家健康与营养检查调查(NHANES)队列的数据。
Matern Health Neonatol Perinatol. 2021 May 12;7(1):12. doi: 10.1186/s40748-021-00132-8.
5
Paradigm Shifts in the Management of Diabetes in Pregnancy: The Importance of Type 2 Diabetes and Early Hyperglycemia in Pregnancy: The 2020 Norbert Freinkel Award Lecture.妊娠糖尿病管理范式的转变:2 型糖尿病和妊娠早期高血糖的重要性:2020 年诺伯特·弗里肯奖演讲。
Diabetes Care. 2021 May;44(5):1075-1081. doi: 10.2337/dci20-0055.
6
Evaluation and Management of Fetal Macrosomia.胎儿巨大儿的评估与管理。
Obstet Gynecol Clin North Am. 2021 Jun;48(2):387-399. doi: 10.1016/j.ogc.2021.02.008.
7
Pregnancy outcomes and maternal characteristics in women with pregestational and gestational diabetes: a retrospective study on 206,917 singleton live births.妊娠结局和患有孕前和妊娠期糖尿病的女性的母体特征:一项对 206917 例单胎活产的回顾性研究。
Acta Diabetol. 2021 Sep;58(9):1169-1176. doi: 10.1007/s00592-021-01710-0. Epub 2021 Apr 9.
8
Diabetes care and pregnancy outcomes for women with pregestational diabetes in Ireland.爱尔兰的孕前糖尿病女性的糖尿病护理和妊娠结局。
Diabetes Res Clin Pract. 2021 Mar;173:108685. doi: 10.1016/j.diabres.2021.108685. Epub 2021 Feb 3.
9
Characteristics and outcomes of pregnant women with type 1 or type 2 diabetes: a 5-year national population-based cohort study.患有 1 型或 2 型糖尿病的孕妇的特征和结局:一项为期 5 年的全国基于人群的队列研究。
Lancet Diabetes Endocrinol. 2021 Mar;9(3):153-164. doi: 10.1016/S2213-8587(20)30406-X. Epub 2021 Jan 28.
10
The Impact of Type 2 Diabetes on Women's Health and Well-being During Their Reproductive Years: A Mixed-methods Systematic Review.2 型糖尿病对女性生殖年龄段健康和福祉的影响:混合方法系统评价。
Curr Diabetes Rev. 2022;18(2):e011821190403. doi: 10.2174/1573399817666210118144743.