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Perkovic-Kepeci S, Cirkovic A, Milic N, Dugalic S, Stanisavljevic D, Milincic M, Kostic K, Milic N, Todorovic J, Markovic K, Aleksic Grozdic N, Gojnic Dugalic M. Doppler Indices of the Uterine, Umbilical and Fetal Middle Cerebral Artery in Diabetic versus Non-Diabetic Pregnancy: Systematic Review and Meta-Analysis. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1502. [PMID: 37629792 PMCID: PMC10456372 DOI: 10.3390/medicina59081502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 07/20/2023] [Accepted: 08/12/2023] [Indexed: 08/27/2023]
Abstract
Background and Objectives: The aim of this study was to assess the differences in Doppler indices of the uterine (Ut), umbilical (UA), and middle cerebral artery (MCA) in diabetic versus non-diabetic pregnancies by conducting a comprehensive systematic review of the literature with a meta-analysis. Materials and Methods: PubMed, Web of Science, and SCOPUS were searched for studies that measured the pulsatility index (PI), resistance index (RI), and systolic/diastolic ratio index (S/D ratio) of the umbilical artery, middle cerebral artery, and uterine artery in diabetic versus non-diabetic pregnancies. Two reviewers independently evaluated the eligibility of studies, abstracted data, and performed quality assessments according to standardized protocols. The standardized mean difference (SMD) was used as a measure of effect size. Heterogeneity was assessed using the I2 statistic. Publication bias was evaluated by means of funnel plots. Results: A total of 62 publications were included in the qualitative and 43 in quantitative analysis. The UA-RI, UtA-PI, and UtA-S/D ratios were increased in diabetic compared with non-diabetic pregnancies. Subgroup analysis showed that levels of UtA-PI were significantly higher during the third, but not during the first trimester of pregnancy in diabetic versus non-diabetic pregnancies. No differences were found for the UA-PI, UA-S/D ratio, MCA-PI, MCA-RI, MCA-S/D ratio, or UtA-RI between diabetic and non-diabetic pregnancies. Conclusions: This meta-analysis revealed the presence of hemodynamic changes in uterine and umbilical arteries, but not in the middle cerebral artery in pregnancies complicated by diabetes.
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Affiliation(s)
- Sonja Perkovic-Kepeci
- General Hospital Pancevo, 26000 Pancevo, Serbia;
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (K.K.); (N.M.); (K.M.); (M.G.D.)
| | - Andja Cirkovic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (N.M.); (D.S.)
| | - Natasa Milic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (N.M.); (D.S.)
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN 55905, USA
| | - Stefan Dugalic
- Clinic for Gynecology and Obstetrics, University Clinical Centre of Serbia, 11000 Belgrade, Serbia; (S.D.); (M.M.)
| | - Dejana Stanisavljevic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (N.M.); (D.S.)
| | - Milos Milincic
- Clinic for Gynecology and Obstetrics, University Clinical Centre of Serbia, 11000 Belgrade, Serbia; (S.D.); (M.M.)
| | - Konstantin Kostic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (K.K.); (N.M.); (K.M.); (M.G.D.)
| | - Nikola Milic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (K.K.); (N.M.); (K.M.); (M.G.D.)
| | - Jovana Todorovic
- Institute of Social Medicine, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
| | - Ksenija Markovic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (K.K.); (N.M.); (K.M.); (M.G.D.)
| | - Natasa Aleksic Grozdic
- Institute for Process Engineering Environmental Engineering and Technical Life Sciences, Technical University of Vienna, 1180 Vienna, Austria;
| | - Miroslava Gojnic Dugalic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; (K.K.); (N.M.); (K.M.); (M.G.D.)
- Clinic for Gynecology and Obstetrics, University Clinical Centre of Serbia, 11000 Belgrade, Serbia; (S.D.); (M.M.)
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D'Ambrosi F, Rossi G, Di Maso M, Marino C, Soldavini CM, Caneschi A, Cetera GE, Erra R, Ferrazzi E. Altered Doppler velocimetry of fetal middle cerebral artery in singleton pregnancies complicated by mild well-controlled gestational diabetes. Fetal Diagn Ther 2022; 49:77-84. [PMID: 35104818 DOI: 10.1159/000522203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 01/24/2022] [Indexed: 11/19/2022]
Abstract
Introduction The aim the present study is to evaluate fetal umbilical artery (UA) and middle cerebral artery (MCA) blood flow in patients with gestational diabetes (GD), in order to determine whether minimal anomalies of glucose metabolism may influence fetal placental function. Methods UA and MCA flow were prospectively measured by transabdominal ultrasound in singleton pregnancies between 34 and 37 weeks of gestation. Results The study included 35 women with GD and 217 non-diabetic patients. Middle cerebral pusatility index (PI) was significantly higher in the GD group (mean MCA - PI =1.82±0.27 vs 1.71 ±0.26; p< 0.02). Likewise, MCA peak systolic velocity (MCA-PSV) was higher in the GD group compared to the non-GD group, though the difference was not significant (mean of MCA-PSV =47.14 ±8.45 vs 47.09 ± 11.21; p = 0.98). UA-PI resulted higher in the non-GD group without significant differences (mean of UA-PI =0.88 ±0.14 vs 0.86 ± 0.15; p = 0.32) Conclusions Our study shows that even in cases of minimal metabolic derangements, GD is characterised by a significant variation in fetal Doppler velocimetry, particularly in the brain.
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Affiliation(s)
- Francesco D'Ambrosi
- Department of Woman, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Gabriele Rossi
- Department of Woman, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Matteo Di Maso
- Department of Clinical Sciences and Community Health, Branch of Medical Statistics, Biometry and Epidemiology "G.A. Maccacaro," Università degli Studi di Milano, Milan, Italy
| | - Cecilia Marino
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Chiara M Soldavini
- Department of Woman, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Agnese Caneschi
- Department of Woman, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giulia E Cetera
- Department of Woman, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Roberta Erra
- Department of Woman, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Enrico Ferrazzi
- Department of Woman, Child and Neonate, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
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Di Filippo D, Wanniarachchi T, Wei D, Yang JJ, Mc Sweeney A, Havard A, Henry A, Welsh A. The diagnostic indicators of gestational diabetes mellitus from second trimester to birth: a systematic review. Clin Diabetes Endocrinol 2021; 7:19. [PMID: 34635186 PMCID: PMC8504031 DOI: 10.1186/s40842-021-00126-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 06/16/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Gestational diabetes mellitus (GDM) is glucose intolerance first recognised during pregnancy. Both modalities and thresholds of the GDM diagnostic test, the Oral Glucose Tolerance Test (OGTT), have varied widely over time and among countries. Additionally, OGTT limitations include inconsistency, poor patient tolerability, and questionable diagnostic reliability. Many biological parameters have been reported to be modified by GDM and could potentially be used as diagnostic indicators. This study aimed to 1) systematically explore biomarkers reported in the literature as differentiating GDM from healthy pregnancies 2) screen those indicators assessed against OGTT to propose OGTT alternatives. MAIN BODY A systematic review of GDM diagnostic indicators was performed according to PRISMA guidelines (PROSPERO registration CRD42020145499). Inclusion criteria were full-text, comprehensible English-language articles published January 2009-January 2021, where a biomarker (from blood, ultrasound, amniotic fluid, placenta) was compared between GDM and normal glucose tolerance (NGT) women from the second trimester onward to immediately postpartum. GDM diagnostic method had to be clearly specified, and the number of patients per study higher than 30 in total or 15 per group. Results were synthesised by biomarkers. RESULTS Of 13,133 studies identified in initial screening, 174 studies (135,801 participants) were included. One hundred and twenty-nine studies described blood analytes, one amniotic fluid analytes, 27 ultrasound features, 17 post-natal features. Among the biomarkers evaluated in exploratory studies, Adiponectin, AFABP, Betatrophin, CRP, Cystatin-C, Delta-Neutrophil Index, GGT, TNF-A were those demonstrating statistically and clinically significant differences in substantial cohorts of patients (> 500). Regarding biomarkers assessed versus OGTT (i.e. potential OGTT alternatives) most promising were Leptin > 48.5 ng/ml, Ficolin3/adiponectin ratio ≥ 1.06, Chemerin/FABP > 0.71, and Ultrasound Gestational Diabetes Score > 4. These all demonstrated sensitivity and specificity > 80% in adequate sample sizes (> / = 100). CONCLUSIONS Numerous biomarkers may differentiate GDM from normoglycaemic pregnancy. Given the limitations of the OGTT and the lack of a gold standard for GDM diagnosis, advanced phase studies are needed to triangulate the most promising biomarkers. Further studies are also recommended to assess the sensitivity and specificity of promising biomarkers not yet assessed against OGTT. TRIAL REGISTRATION PROSPERO registration number CRD42020145499.
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Affiliation(s)
- Daria Di Filippo
- School, of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia
| | | | - Daniel Wei
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Jennifer J Yang
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Aoife Mc Sweeney
- Department of Women's and Children's Health, St George Hospital, Sydney, NSW, Australia
| | - Alys Havard
- National Drug and Alcohol Research Centre - Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
- Centre for Big Data Research in Health - Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Amanda Henry
- School, of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia
- Department of Women's and Children's Health, St George Hospital, Sydney, NSW, Australia
| | - Alec Welsh
- School, of Women's and Children's Health, University of New South Wales, Sydney, NSW, Australia.
- Department of Maternal-Fetal Medicine, Royal Hospital for Women, Locked Bag 2000, Barker Street, Randwick, NSW, 2031, Australia.
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Aydin S, Fatihoglu E, Karavas E, Kantarci M. Gestational diabetes mellitus and early hemodynamic changes in fetus. J Med Ultrasound 2021; 29:270-276. [PMID: 35127407 PMCID: PMC8772478 DOI: 10.4103/jmu.jmu_161_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 12/02/2020] [Accepted: 12/29/2020] [Indexed: 11/04/2022] Open
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Gibbons A, Flatley C, Kumar S. Cerebroplacental ratio in pregnancies complicated by gestational diabetes mellitus. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2017; 50:200-206. [PMID: 27549587 DOI: 10.1002/uog.17242] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Revised: 07/27/2016] [Accepted: 08/08/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVE To assess the relationship between the cerebroplacental ratio (CPR) and intrapartum and perinatal outcomes in pregnancies complicated by gestational diabetes mellitus (GDM). METHODS This was a retrospective cohort study of women with a non-anomalous singleton pregnancy diagnosed with GDM who delivered at Mater Mothers' Hospital between 2007 and 2015. CPR was measured in 1089 cases between 34 + 0 and 36 + 6 weeks' gestation. CPR values were compared between groups categorized according to GDM treatment (by diet, oral hypoglycemic agent (OHA) or insulin). The association between CPR and intrapartum and perinatal outcomes was evaluated. RESULTS No difference in CPR was observed between treatment groups. Fetuses with CPR < 10th centile were significantly more likely to have adverse composite perinatal outcome (odds ratio (OR) = 2.93 (95% CI, 1.95-4.40)), preterm delivery and low birth weight than fetuses with CPR ≥ 10th centile (all P < 0.001). These associations were present regardless of the type of GDM treatment. Fetuses of women with insulin-controlled GDM had poorer neonatal outcomes than did fetuses of women treated with OHA or dietary control alone. The risk of adverse outcome was significantly increased in the insulin-treated group (OR = 1.75 (95% CI, 1.34-2.28); P < 0.001), which also had higher rates of preterm delivery and higher birth weight. CONCLUSION Regardless of the type of treatment, a low CPR is associated with poorer neonatal outcome in women with GDM. Copyright © 2016 ISUOG. Published by John Wiley & Sons Ltd.
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Affiliation(s)
- A Gibbons
- Mater Research Institute, University of Queensland, South Brisbane, Queensland, Australia
- School of Medicine, University of Queensland, Brisbane, Australia
| | - C Flatley
- Mater Research Institute, University of Queensland, South Brisbane, Queensland, Australia
| | - S Kumar
- Mater Research Institute, University of Queensland, South Brisbane, Queensland, Australia
- School of Medicine, University of Queensland, Brisbane, Australia
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Gibbons A, Flatley C, Kumar S. The fetal cerebro-placental ratio in diabetic pregnancies is influenced more by the umbilical artery rather than middle cerebral artery pulsatility index. Eur J Obstet Gynecol Reprod Biol 2017; 211:56-61. [PMID: 28189724 DOI: 10.1016/j.ejogrb.2017.02.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Accepted: 02/02/2017] [Indexed: 10/20/2022]
Abstract
OBJECTIVE This study aimed to assess the relationship between the cerebro-placental ratio (CPR) and intrapartum and perinatal outcomes in pregnancies complicated by pre-existing insulin dependent diabetes (pT1DM) mellitus, pre-existing non-insulin dependent diabetes mellitus (pT2DM) and gestational diabetes mellitus (GDM). STUDY DESIGN This was a retrospective cohort study of 1281 women with diabetes mellitus birthing at the Mater Mothers' Hospital in Brisbane between 2007 and 2015. The CPR in non-anomalous singleton fetuses was measured between 34+0 and 36+6 weeks gestation and compared between types of DM treatment groups and correlated with intrapartum and perinatal outcomes. RESULTS Of the study cohort, 9.7% (124/1281) had pT1DM, 5.3% (68/1281) had pT2DM and 85.0% (1089/1281) had GDM. Of women with pT2DM and GDM, 61.8% (42/68) and 28.9% (315/1089) respectively, required insulin during pregnancy. Women with pT1DM had an increased odds of having a CPR <5th centile (OR 3.73, 95%CI: 1.90-6.96, p=0.0001) or a CPR <10th centile (OR 3.01, 95% CI: 1.80-4.91, p<0.0001) respectively. The odds of a UA PI >90th centile (OR 2.69, 95% CI: 1.60-4.39, p=0.0001) was higher in the pT1DM cohort. There was however no significant difference in the mean MCA PI between the three groups. Stratification by CPR centiles (<10th centile vs. ≥10th centile) demonstrated a lower birth weight in the CPR <10th centile cohort for all DM categories. The proportion of neonates with birth weights <10th centile were higher in the CPR <10th centile cohort with the GDM cohort having an odds ratio of 8.28 (95% CI 4.22-16.13, p<0.0001) of this complication. The CPR <10th centile cohort also had a greater proportion of adverse composite neonatal outcome regardless of type of DM. CONCLUSIONS Regardless of the type of DM, a low CPR was associated with poorer neonatal outcomes. Women with pT1DM also had the highest mean UA PI and lowest mean CPR despite no difference in the mean MCA PI between the three groups.
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Affiliation(s)
- Anthea Gibbons
- Mater Research Institute, University of Queensland, Level 3 Aubigny Place, Raymond Terrace, South Brisbane, Queensland, QLD 4101, Australia; School of Medicine, The University of Queensland, Brisbane, Australia
| | - Christopher Flatley
- Mater Research Institute, University of Queensland, Level 3 Aubigny Place, Raymond Terrace, South Brisbane, Queensland, QLD 4101, Australia
| | - Sailesh Kumar
- Mater Research Institute, University of Queensland, Level 3 Aubigny Place, Raymond Terrace, South Brisbane, Queensland, QLD 4101, Australia; School of Medicine, The University of Queensland, Brisbane, Australia.
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Affiliation(s)
- Seong Yeon Hong
- Department of Obstetrics and Gynecology, Catholic University of Daegu College of Medicine, Daegu, Korea
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Shabani Zanjani M, Nasirzadeh R, Fereshtehnejad SM, Yoonesi Asl L, Alemzadeh SAP, Askari S. Fetal cerebral hemodynamic in gestational diabetic versus normal pregnancies: a Doppler velocimetry of middle cerebral and umbilical arteries. Acta Neurol Belg 2014; 114:15-23. [PMID: 23797352 DOI: 10.1007/s13760-013-0221-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 06/10/2013] [Indexed: 12/01/2022]
Abstract
Gestational diabetes mellitus (GDM) is one of the most common complications in pregnancies. Evaluating other conditions, including intra uterine growth restriction and pre-eclampsia, some studies have shown significant changes in blood flow velocity of fetal middle cerebral artery (MCA). Our study is one of the few that has aimed to assess the effects of GDM on Doppler parameters of the fetal MCA and umbilical artery (UA) and to compare with normal pregnancies. This cross-sectional study was performed on 66 pregnant women, including 33 women with GDM and the others without it, in Akbar-Abadi University Hospital in Tehran, Iran during 2010-2011. Peak systolic and diastolic velocities, pulsatility index (PI), resistance index (RI) and systolic diastolic ratio (SD) were recorded in UA as well as both right and left fetal MCAs for every recruited pregnant women by means of Doppler ultrasonography. The mean gestational age at the time of examination was 34.45 (SD = 2.62) weeks in GDM group. Although all of the measured Doppler parameters had higher values in GDM pregnancies, the differences were not significant between two groups of study; except for the left fetal MCA-PI, which was significantly higher in GDM group [2.07 (SD = 0.07) vs. 1.85 (SD = 0.74), P = 0.03]. Our results show that gestational diabetes may contribute to an elevated PI in the fetal MCA. Although there is not yet strong proof for the effect of GDM on the fetal brain hemodynamics, the significant higher MCA-PI warrants more attention towards better controlling of the hyperglycemia during pregnancy.
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Affiliation(s)
- Mansoureh Shabani Zanjani
- Department of Gynecology and Obstetrics, Shaheed Akbar-Abadi University Hospital, Iran University of Medical Sciences, Tehran, Iran
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Jelsma JGM, van Poppel MNM, Galjaard S, Desoye G, Corcoy R, Devlieger R, van Assche A, Timmerman D, Jans G, Harreiter J, Kautzky-Willer A, Damm P, Mathiesen ER, Jensen DM, Andersen L, Dunne F, Lapolla A, Di Cianni G, Bertolotto A, Wender-Oegowska E, Zawiejska A, Blumska K, Hill D, Rebollo P, Snoek FJ, Simmons D. DALI: Vitamin D and lifestyle intervention for gestational diabetes mellitus (GDM) prevention: an European multicentre, randomised trial - study protocol. BMC Pregnancy Childbirth 2013; 13:142. [PMID: 23829946 PMCID: PMC3710199 DOI: 10.1186/1471-2393-13-142] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2013] [Accepted: 07/01/2013] [Indexed: 02/06/2023] Open
Abstract
Background Gestational diabetes mellitus (GDM) is an increasing problem world-wide. Lifestyle interventions and/or vitamin D supplementation might help prevent GDM in some women. Methods/design Pregnant women at risk of GDM (BMI≥29 (kg/m2)) from 9 European countries will be invited to participate and consent obtained before 19+6 weeks of gestation. After giving informed consent, women without GDM will be included (based on IADPSG criteria: fasting glucose<5.1mmol; 1 hour glucose <10.0 mmol; 2 hour glucose <8.5 mmol) and randomized to one of the 8 intervention arms using a 2×(2×2) factorial design: (1) healthy eating (HE), 2) physical activity (PA), 3) HE+PA, 4) control, 5) HE+PA+vitamin D, 6) HE+PA+placebo, 7) vitamin D alone, 8) placebo alone), pre-stratified for each site. In total, 880 women will be included with 110 women allocated to each arm. Between entry and 35 weeks of gestation, women allocated to a lifestyle intervention will receive 5 face-to-face, and 4 telephone coaching sessions, based on the principles of motivational interviewing. The lifestyle intervention includes a discussion about the risks of GDM, a weight gain target <5kg and either 7 healthy eating ‘messages’ and/or 5 physical activity ‘messages’ depending on randomization. Fidelity is monitored by the use of a personal digital assistance (PDA) system. Participants randomized to the vitamin D intervention receive either 1600 IU vitamin D or placebo for daily intake until delivery. Data is collected at baseline measurement, at 24–28 weeks, 35–37 weeks of gestation and after delivery. Primary outcome measures are gestational weight gain, fasting glucose and insulin sensitivity, with a range of obstetric secondary outcome measures including birth weight. Discussion DALI is a unique Europe-wide randomised controlled trial, which will gain insight into preventive measures against the development of GDM in overweight and obese women. Trial registration ISRCTN70595832
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Affiliation(s)
- Judith G M Jelsma
- Department of Public and Occupational Health, EMGO+-Institute for Health and Care Research, VU University Medical Centre, Van der Boechorststraat 7, 1081BT Amsterdam, the Netherlands.
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