Analysis of Continuous Glucose Monitoring in Pregnant Women With Diabetes: Distinct Temporal Patterns of Glucose Associated With Large-for-Gestational-Age Infants

被引:97
作者
Law, Graham R. [1 ]
Ellison, George T. H. [1 ]
Secher, Anna L. [2 ,3 ]
Damm, Peter [2 ,3 ]
Mathiesen, Elisabeth R. [2 ,3 ]
Temple, Rosemary [4 ]
Murphy, Helen R. [5 ]
Scott, Eleanor M. [1 ]
机构
[1] Univ Leeds, Div Epidemiol & Biostat, Leeds Inst Cardiovasc & Metab Med, Leeds, W Yorkshire, England
[2] Univ Copenhagen, Rigshosp, Ctr Pregnant Women Diabet, Dept Endocrinol,Inst Clin Med,Fac Hlth & Med Sci, DK-2100 Copenhagen, Denmark
[3] Univ Copenhagen, Rigshosp, Ctr Pregnant Women Diabet, Dept Obstet,Inst Clin Med,Fac Hlth & Med Sci, DK-2100 Copenhagen, Denmark
[4] Norfolk & Norwich Univ Hosp NHS Fdn Trust, Elsie Bertram Diabet Ctr, Norwich, Norfolk, England
[5] Univ Cambridge, Inst Metab Sci, Cambridge, England
关键词
GLYCEMIC CONTROL; FETAL-GROWTH; TYPE-1; WEIGHT; VARIABILITY; INDEX; BIRTH; NATIONWIDE; OUTCOMES; OBESITY;
D O I
10.2337/dc15-0070
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVEContinuous glucose monitoring (CGM) is increasingly used to assess glucose control in diabetes. The objective was to examine how analysis of glucose data might improve our understanding of the role temporal glucose variation has on large-for-gestational-age (LGA) infants born to women with diabetes.RESEARCH DESIGN AND METHODSFunctional data analysis (FDA) was applied to 1.68 million glucose measurements from 759 measurement episodes, obtained from two previously published randomized controlled trials of CGM in pregnant women with diabetes. A total of 117 women with type 1 diabetes (n = 89) and type 2 diabetes (n = 28) who used repeated CGM during pregnancy were recruited from secondary care multidisciplinary obstetric clinics for diabetes in the U.K. and Denmark. LGA was defined as birth weight 90th percentile adjusted for sex and gestational age.RESULTSA total of 54 of 117 (46%) women developed LGA. LGA was associated with lower mean glucose (7.0 vs. 7.1 mmol/L; P < 0.01) in trimester 1, with higher mean glucose in trimester 2 (7.0 vs. 6.7 mmol/L; P < 0.001) and trimester 3 (6.5 vs. 6.4 mmol/L; P < 0.01). FDA showed that glucose was significantly lower midmorning (0900-1100 h) and early evening (1900-2130 h) in trimester 1, significantly higher early morning (0330-0630 h) and throughout the afternoon (1130-1700 h) in trimester 2, and significantly higher during the evening (2030-2330 h) in trimester 3 in women whose infants were LGA.CONCLUSIONSFDA of CGM data identified specific times of day that maternal glucose excursions were associated with LGA. It highlights trimester-specific differences, allowing treatment to be targeted to gestational glucose patterns.
引用
收藏
页码:1319 / 1325
页数:7
相关论文
共 50 条
[1]   Mean Glucose and Gestational Weight Gain as Predictors of Large-for-Gestational-Age Infants in Pregnant Women with Type 1 Diabetes Using Continuous Glucose Monitoring [J].
Soholm, Julie Carstens ;
Norgaard, Sidse K. ;
Norgaard, Kirsten ;
Clausen, Tine D. ;
Damm, Peter ;
Mathiesen, Elisabeth R. ;
Ringholm, Lene .
DIABETES TECHNOLOGY & THERAPEUTICS, 2024, 26 (08) :536-546
[2]   Continuous glucose monitoring in pregnant women with type 1 diabetes: an observational cohort study of 186 pregnancies [J].
Kristensen, Karl ;
Ogge, Linda E. ;
Sengpiel, Verena ;
Kjolhede, Karin ;
Dotevall, Annika ;
Elfvin, Anders ;
Knop, Filip K. ;
Wiberg, Nana ;
Katsarou, Anastasia ;
Shaat, Nael ;
Kristensen, Lars ;
Berntorp, Kerstin .
DIABETOLOGIA, 2019, 62 (07) :1143-1153
[3]   Novel Continuous Glucose Monitoring Metrics and Large-for-Gestational-Age Risk: An Exploratory Retrospective Cohort Study in Pregnancies with Type 1 Diabetes [J].
Sibiak, Rafal ;
Gutaj, Pawel ;
Mrzewka-Rogacz, Beata ;
Mantaj, Urszula ;
Wender-Ozegowska, Ewa .
DIABETES TECHNOLOGY & THERAPEUTICS, 2022, 24 (01) :42-53
[4]   Characteristics of Recurrent Large-for-Gestational-Age Infants in Obese Women [J].
Jain, Arun P. ;
Gavard, Jeffrey A. ;
Mostello, Dorothea J. ;
Rice, Jim J. ;
Catanzaro, Rosemary B. ;
Hopkins, Sarah A. .
AMERICAN JOURNAL OF PERINATOLOGY, 2016, 33 (09) :918-924
[5]   Early elevated alkaline phosphatase increases the risk of large-for-gestational-age birth weight in pregnant women with normal glucose tolerance [J].
Liu, Yingfeng ;
Hou, Wolin ;
Meng, Xiyan ;
Zhao, Weijing ;
Pan, Jiemin ;
Tang, Junling ;
Huang, Yajuan ;
Li, Huaping ;
Tao, Minfang ;
Liu, Fang .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2018, 141 :209-216
[6]   Predictive ability of lipid indices for large-for-gestational-age infants in pregnant females with gestational diabetes mellitus [J].
Xiang, Lan-Lan ;
Feng, Jie ;
Li, Shu-Yu ;
Zhu, Yi-Tian ;
Chen, Ya-Jun ;
Zhong, Tian-Ying ;
Zhu, Ye-Fei ;
Zeng, Yu .
WORLD JOURNAL OF DIABETES, 2025, 16 (07)
[7]   Predictors of Large-for-Gestational-Age Birthweight Among Pregnant Women With Type 1 and Type 2 Diabetes: A Retrospective Cohort Study [J].
Alexander, Lisa D. ;
Tomlinson, George ;
Feig, Denice S. .
CANADIAN JOURNAL OF DIABETES, 2019, 43 (08) :560-566
[8]   Machine Learning-Based Prediction of Large-for-Gestational-Age Infants in Mothers With Gestational Diabetes Mellitus [J].
Kang, Mei ;
Zhu, Chengguang ;
Lai, Mengyu ;
Weng, Jianrong ;
Zhuang, Yan ;
He, Huichen ;
Qiu, Yan ;
Wu, Yixia ;
Qi, Zhangxuan ;
Zhang, Weixia ;
Xu, Xianming ;
Zhu, Yanhong ;
Wang, Yufan ;
Yang, Xiaokang .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2025, 110 (05) :e1631-e1639
[9]   Glycaemic Variability and Risk Factors of Pregnant Women with and without Gestational Diabetes Mellitus Measured by Continuous Glucose Monitoring [J].
Gaborova, Martina ;
Donicova, Viera ;
Bacova, Ivana ;
Pallayova, Maria ;
Bona, Martin ;
Peregrim, Igor ;
Gresova, Sona ;
Stimmelova, Judita ;
Dzugasova, Barbora ;
Blichova, Lenka Salamonova ;
Donic, Viliam .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (07)
[10]   Identification of maternal continuous glucose monitoring metrics related to newborn birth weight in pregnant women with gestational diabetes [J].
Shen, Song-Ying ;
Zurauskiene, Justina ;
Wei, Dong-Mei ;
Chen, Nian-Nian ;
Lu, Jin-Hua ;
Kuang, Ya-Shu ;
Liu, Hui-Hui ;
Cazier, Jean-Baptiste ;
Qiu, Xiu .
ENDOCRINE, 2021, 74 (02) :290-299