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Derakhshan A, Männistö T, Chen L, Osinga JAJ, Ashoor G, Lu X, Bliddal S, Tao FB, Brown SJ, Vaidya B, Hattersley AT, Itoh S, Popova PV, Aminorroaya A, Kishi R, Kianpour M, Vasukova EA, López-Bermejo A, Oken E, Chatzi L, Vafeiadi M, Bramer WM, Bassols J, Lertxundi A, Fernández-Somoano A, Carrasco P, Auvinen J, Huang K, Feldt-Rasmussen U, Grineva EN, Alexander EK, Pearce EN, Chaker L, Walsh JP, Peeters RP, Guxens M, Suvanto E, Nicolaides KH, Korevaar TIM. Association of Gestational Free and Total Triiodothyronine With Gestational Hypertension, Preeclampsia, Preterm Birth, and Birth Weight: An Individual Participant Data Meta-analysis. J Clin Endocrinol Metab 2024; 109:e1290-e1298. [PMID: 37878891 PMCID: PMC10876397 DOI: 10.1210/clinem/dgad631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/22/2023] [Accepted: 10/20/2023] [Indexed: 10/27/2023]
Abstract
CONTEXT Triiodothyronine (T3) is the bioactive form of thyroid hormone. In contrast to thyroid-stimulating hormone and free thyroxine, we lack knowledge on the association of gestational T3 with adverse obstetric outcomes. OBJECTIVE To investigate the associaiton of gestational free or total T3 (FT3 or TT3) with adverse obstetric outcomes. METHODS We collected individual participant data from prospective cohort studies on gestational FT3 or TT3, adverse obstetric outcomes (preeclampsia, gestational hypertension, preterm birth and very preterm birth, small for gestational age [SGA], and large for gestational age [LGA]), and potential confounders. We used mixed-effects regression models adjusting for potential confounders. RESULTS The final study population comprised 33 118 mother-child pairs of which 27 331 had data on FT3 and 16 164 on TT3. There was a U-shaped association of FT3 with preeclampsia (P = .0069) and a J-shaped association with the risk of gestational hypertension (P = .029). Higher TT3 was associated with a higher risk of gestational hypertension (OR per SD of TT3 1.20, 95% CI 1.08 to 1.33; P = .0007). A lower TT3 but not FT3 was associated with a higher risk of very preterm birth (OR 0.72, 95% CI 0.55 to 0.94; P = .018). TT3 but not FT3 was positively associated with birth weight (mean difference per 1 SD increase in TT3 12.8, 95% CI 6.5 to 19.1 g, P < .0001) but there was no association with SGA or LGA. CONCLUSION This study provides new insights on the association of gestational FT3 and TT3 with major adverse pregnancy outcomes that form the basis for future studies required to elucidate the effects of thyroid function on pregnancy outcomes. Based on the current study, routine FT3 or TT3 measurements for the assessment of thyroid function during pregnancy do not seem to be of added value in the risk assessment for adverse outcomes.
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Affiliation(s)
- Arash Derakhshan
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
| | - Tuija Männistö
- Northern Finland Laboratory Center Nordlab and Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu 90570, Finland
| | - Liangmiao Chen
- Department of Endocrinology and Rui'an Center of the Chinese-American Research Institute for Diabetic Complications, Third Affiliated Hospital of Wenzhou Medical University, Wenzhou 325035, China
| | - Joris A J Osinga
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
| | - Ghalia Ashoor
- Harris Birthright Research Center for Fetal Medicine, King’s College Hospital, London SE5 9RS, UK
| | - Xuemian Lu
- Department of Endocrinology and Rui'an Center of the Chinese-American Research Institute for Diabetic Complications, Third Affiliated Hospital of Wenzhou Medical University, Wenzhou 325035, China
| | - Sofie Bliddal
- Department of Medical Endocrinology and Metabolism, Copenhagen University Hospital, Rigshospitalet, Copenhagen 2100, Denmark
- Department of Clinical Medicine, Faculty of Health and Clinical Sciences, Copenhagen University, Copenhagen 1172, Denmark
| | - Fang-Biao Tao
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei, Anhui 230032, China
- Anhui Provincial Key Laboratory of Population Health & Aristogenics, Hefei, Anhui 230032, China
| | - Suzanne J Brown
- Department of Endocrinology and Diabetes, Sir Charles Gairdner Hospital, Nedlands 6009, Perth, Western Australia, Australia
| | - Bijay Vaidya
- Department of Endocrinology, Royal Devon University Hospital NHS Foundation Trust, University of Exeter Medical School, Exeter EX1 2LU, UK
| | - Andrew T Hattersley
- Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter EX1 2LU, UK
| | - Sachiko Itoh
- Center for Environmental and Health Sciences, Hokkaido University, Sapporo, Hokkaido 060-0808, Japan
| | - Polina V Popova
- World-Class Research Center for Personalized Medicine and institute of Endocrinology, Almazov National Medical Research Centre, Saint Petersburg 197341, Russia
- Department of Internal Diseases and Endocrinology, St.Petersburg Pavlov State Medical University, Saint Petersburg 197341, Russian Federation
| | - Ashraf Aminorroaya
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan 81745-33871, Iran
| | - Reiko Kishi
- Center for Environmental and Health Sciences, Hokkaido University, Sapporo, Hokkaido 060-0808, Japan
| | - Maryam Kianpour
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan 81745-33871, Iran
| | - Elena A Vasukova
- World-Class Research Center for Personalized Medicine and institute of Endocrinology, Almazov National Medical Research Centre, Saint Petersburg 197341, Russia
| | - Abel López-Bermejo
- Pediatric Endocrinology Research Group, Girona Biomedical Research Institute (IDIBGI) & Dr. Josep Trueta Hospital, Girona 17007, Spain
- Departament de Ciències Mèdiques, Universitat de Girona, Girona 17007, Spain
| | - Emily Oken
- Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School, Boston, MA 02215, USA
| | - Leda Chatzi
- Department of Population and Public Health Sciences UoSC, Keck School of Medicine, Los Angeles, CA 90033, USA
| | - Marina Vafeiadi
- Department of Social Medicine, School of Medicine, University of Crete, Heraklion 700 13, Crete, Greece
| | - Wichor M Bramer
- Medical Library, Erasmus University Medical Centre, GD Rotterdam 3015, The Netherlands
| | - Judit Bassols
- Maternal-Fetal Metabolic Research Group, Girona Biomedical Research Institute (IDIBGI), Dr. Josep Trueta Hospital, Girona 17007, Spain
| | - Aitana Lertxundi
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid 28029, Spain
- Department of Preventive Medicine and Public Health, University of Basque Country, Leioa 48940, Spain
- BIODONOSTIA Health Research Institute, San Sebastian 20014, Spain
| | - Ana Fernández-Somoano
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid 28029, Spain
- Unit of Molecular Cancer Epidemiology, University Institute of Oncology of the Principality of Asturias (IUOPA)–Department of Medicine, University of Oviedo, Oviedo 33006, Asturias, Spain
- Institute of Health Research of the Principality of Asturias (ISPA), Oviedo 33006, Spain
| | - Paula Carrasco
- Epidemiology and Environmental Health Joint Research Unit, FISABIO−Universitat Jaume I−Universitat de València, Valencia 46020, Spain
- Department of Medicine, Universitat Jaume I, Castellón de la Plana 12071, Spain
| | - Juha Auvinen
- Medical Research Center Oulu, Oulu University Hospital, and Center for Life Course Health Research, University of Oulu, Oulu 90570, Finland
| | - Kun Huang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Anhui 230032, China
- Scientific Research Center in Preventive Medicine, School of Public Health, Anhui Medical University, Anhui 230032, China
| | - Ulla Feldt-Rasmussen
- Department of Medical Endocrinology and Metabolism, Copenhagen University Hospital, Rigshospitalet, Copenhagen 2100, Denmark
- Department of Clinical Medicine, Faculty of Health and Clinical Sciences, Copenhagen University, Copenhagen 1172, Denmark
| | - Elena N Grineva
- World-Class Research Center for Personalized Medicine and institute of Endocrinology, Almazov National Medical Research Centre, Saint Petersburg 197341, Russia
| | - Erik K Alexander
- Division of Endocrinology, Hypertension and Diabetes, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02215, USA
| | - Elizabeth N Pearce
- Section of Endocrinology, Diabetes, and Nutrition, Boston University School of Medicine, Boston, MA 02215, USA
| | - Layal Chaker
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
| | - John P Walsh
- Department of Endocrinology and Diabetes, Sir Charles Gairdner Hospital, Nedlands 6009, Perth, Western Australia, Australia
- Medical School, University of Western Australia, Crawley, WA 6009, Australia
| | - Robin P Peeters
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
| | - Mònica Guxens
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid 28029, Spain
- ISGlobal, Barcelona 08003, Spain
- Pompeu Fabra University, Barcelona 08002, Spain
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Centre–Sophia Children’s Hospital, GD Rotterdam 3012, The Netherlands
| | - Eila Suvanto
- Department of Obstetrics and Gynecology and Medical Research Center Oulu, University of Oulu, Oulu 90570, Finland
| | - Kypros H Nicolaides
- Department of Women and Children’s Health, Faculty of Life Sciences and Medicine King’s College London, London WC2R 2LS, UK
| | - Tim I M Korevaar
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, Rotterdam 3015 GD, The Netherlands
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Osinga JAJ, Derakhshan A, Feldt-Rasmussen U, Huang K, Vrijkotte TGM, Männistö T, Bassols J, López-Bermejo A, Aminorroaya A, Vafeiadi M, Broeren MAC, Palomaki GE, Ashoor G, Chen L, Lu X, Taylor PN, Tao FB, Brown SJ, Sitoris G, Chatzi L, Vaidya B, Popova PV, Vasukova EA, Kianpour M, Suvanto E, Grineva EN, Hattersley A, Pop VJM, Nelson SM, Walsh JP, Nicolaides KH, D’Alton ME, Poppe KG, Chaker L, Bliddal S, Korevaar TIM. TSH and FT4 Reference Interval Recommendations and Prevalence of Gestational Thyroid Dysfunction: Quantification of Current Diagnostic Approaches. J Clin Endocrinol Metab 2024; 109:868-878. [PMID: 37740543 PMCID: PMC10876390 DOI: 10.1210/clinem/dgad564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 08/14/2023] [Accepted: 09/21/2023] [Indexed: 09/24/2023]
Abstract
CONTEXT Guidelines recommend use of population- and trimester-specific thyroid-stimulating hormone (TSH) and free thyroxine (FT4) reference intervals (RIs) in pregnancy. Since these are often unavailable, clinicians frequently rely on alternative diagnostic strategies. We sought to quantify the diagnostic consequences of current recommendations. METHODS We included cohorts participating in the Consortium on Thyroid and Pregnancy. Different approaches were used to define RIs: a TSH fixed upper limit of 4.0 mU/L (fixed limit approach), a fixed subtraction from the upper limit for TSH of 0.5 mU/L (subtraction approach) and using nonpregnancy RIs. Outcome measures were sensitivity and false discovery rate (FDR) of women for whom levothyroxine treatment was indicated and those for whom treatment would be considered according to international guidelines. RESULTS The study population comprised 52 496 participants from 18 cohorts. Compared with the use of trimester-specific RIs, alternative approaches had a low sensitivity (0.63-0.82) and high FDR (0.11-0.35) to detect women with a treatment indication or consideration. Sensitivity and FDR to detect a treatment indication in the first trimester were similar between the fixed limit, subtraction, and nonpregnancy approach (0.77-0.11 vs 0.74-0.16 vs 0.60-0.11). The diagnostic performance to detect overt hypothyroidism, isolated hypothyroxinemia, and (sub)clinical hyperthyroidism mainly varied between FT4 RI approaches, while the diagnostic performance to detect subclinical hypothyroidism varied between the applied TSH RI approaches. CONCLUSION Alternative approaches to define RIs for TSH and FT4 in pregnancy result in considerable overdiagnosis and underdiagnosis compared with population- and trimester-specific RIs. Additional strategies need to be explored to optimize identification of thyroid dysfunction during pregnancy.
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Affiliation(s)
- Joris A J Osinga
- Department of Internal Medicine, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Arash Derakhshan
- Department of Internal Medicine, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Ulla Feldt-Rasmussen
- Department of Medical Endocrinology and Metabolism, Copenhagen University Hospital, Rigshospitalet, 2100 Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and clinical Sciences, Copenhagen University, 1172 Copenhagen, Denmark
| | - Kun Huang
- Department of Maternal, Child and Adolescent Health, Scientific Research Center in Preventive Medicine, School of Public Health, Anhui Medical University, 230032 Anhui, China
| | - Tanja G M Vrijkotte
- Department of Public and Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, 1081 HV Amsterdam, The Netherlands
| | - Tuija Männistö
- Northern Finland Laboratory Center Nordlab and Medical Research Center Oulu, Oulu University Hospital and University of Oulu, 90570 Oulu, Finland
| | - Judit Bassols
- Maternal-Fetal Metabolic Research Group, Girona Biomedical Research Institute (IDIBGI), Dr. Josep Trueta Hospital, 17007 Girona, Spain
| | - Abel López-Bermejo
- Pediatric Endocrinology Research Group, Girona Biomedical Research Institute (IDIBGI), Dr. Josep Trueta Hospital, 17007 Girona, Spain
- Departament de Ciències Mèdiques, Universitat de Girona, 17003 Girona, Spain
| | - Ashraf Aminorroaya
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, 81745-33871 Isfahan, Iran
| | - Marina Vafeiadi
- Department of Social Medicine, School of Medicine, University of Crete, Heraklion, 710 03 Crete, Greece
| | - Maarten A C Broeren
- Laboratory of Clinical Chemistry and Hematology, Máxima Medical Centre, 5504 DB Veldhoven, The Netherlands
| | - Glenn E Palomaki
- Department of Pathology and Laboratory Medicine, Women & Infants Hospital and Alpert Medical School at Brown University, Providence, RI 02903, USA
| | - Ghalia Ashoor
- Harris Birthright Research Center for Fetal Medicine, King’s College Hospital, SE5 9RS London, UK
| | - Liangmiao Chen
- Department of Endocrinology and Rui’an Center of the Chinese-American Research Institute for Diabetic Complications, Third Affiliated Hospital of Wenzhou Medical University, 325035 Wenzhou, China
| | - Xuemian Lu
- Department of Endocrinology and Rui’an Center of the Chinese-American Research Institute for Diabetic Complications, Third Affiliated Hospital of Wenzhou Medical University, 325035 Wenzhou, China
| | - Peter N Taylor
- Thyroid Research Group, Systems Immunity Research Institute, Cardiff University School of Medicine, CF10 3EU Cardiff, UK
| | - Fang-Biao Tao
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, 230032 Anhui, China
- Anhui Provincial Key Laboratory of Population Health & Aristogenics, Hefei, 230032 Anhui, China
| | - Suzanne J Brown
- Department of Endocrinology and Diabetes, Sir Charles Gairdner Hospital, 6009 Nedlands, Perth, Australia
| | - Georgiana Sitoris
- Endocrine Unit, Centre Hospitalier Universitaire Saint-Pierre, Université Libre de Bruxelles (ULB), 1000 Brussels, Belgium
| | - Lida Chatzi
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Bijay Vaidya
- Department of Endocrinology, Royal Devon and Exeter Hospital NHS Foundation Trust, University of Exeter Medical School, EX1 2LU Exeter, UK
| | - Polina V Popova
- Institute of Endocrinology, Almazov National Medical Research Centre, 197341 Saint Petersburg, Russia
- World-Class Research Center for Personalized Medicine, Almazov National Medical Research Centre, 197341 Saint Petersburg, Russia
| | - Elena A Vasukova
- Institute of Endocrinology, Almazov National Medical Research Centre, 197341 Saint Petersburg, Russia
| | - Maryam Kianpour
- Departament de Ciències Mèdiques, Universitat de Girona, 17003 Girona, Spain
| | - Eila Suvanto
- Department of Obstetrics and Gynecology and Medical Research Center Oulu, University of Oulu, 90570 Oulu, Finland
| | - Elena N Grineva
- Institute of Endocrinology, Almazov National Medical Research Centre, 197341 Saint Petersburg, Russia
| | - Andrew Hattersley
- Molecular Medicine, University of Exeter Medical School, Royal Devon & Exeter Hospital, EX3 0AW Exeter, UK
| | - Victor J M Pop
- Department of Medical and Clinical Psychology, Tilburg University, 5000 LE Tilburg, The Netherlands
| | - Scott M Nelson
- School of Medicine, University of Glasgow, G12 8QQ Glasgow, UK
| | - John P Walsh
- Department of Endocrinology and Diabetes, Sir Charles Gairdner Hospital, 6009 Nedlands, Perth, Australia
- Medical School, University of Western Australia, Crawley, WA 6009, Australia
| | - Kypros H Nicolaides
- Department of Women and Children’s Health, Faculty of Life Sciences and Medicine King’s College London, SE5 9RS London, UK
| | - Mary E D’Alton
- Department of Obstetrics and Gynecology, Columbia University Irving Medical Center, NewYork, NY 10032, USA
| | - Kris G Poppe
- Endocrine Unit, Centre Hospitalier Universitaire Saint-Pierre, Université Libre de Bruxelles (ULB), 1000 Brussels, Belgium
| | - Layal Chaker
- Department of Internal Medicine, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
| | - Sofie Bliddal
- Department of Medical Endocrinology and Metabolism, Copenhagen University Hospital, Rigshospitalet, 2100 Copenhagen, Denmark
| | - Tim I M Korevaar
- Department of Internal Medicine, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
- Academic Center for Thyroid Diseases, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands
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Popova PV, Klyushina AA, Vasilyeva LB, Tkachuk AS, Vasukova EA, Anopova AD, Pustozerov EA, Gorelova IV, Kravchuk EN, Li O, Pervunina TM, Kostareva AA, Grineva EN. Association of Common Genetic Risk Variants With Gestational Diabetes Mellitus and Their Role in GDM Prediction. Front Endocrinol (Lausanne) 2021; 12:628582. [PMID: 33953693 PMCID: PMC8092356 DOI: 10.3389/fendo.2021.628582] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 03/23/2021] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE We aimed to explore the associations between common genetic risk variants with gestational diabetes mellitus (GDM) risk in Russian women and to assess their utility in the identification of GDM cases. METHODS We conducted a case-control study including 1,142 pregnant women (688 GDM cases and 454 controls) enrolled at Almazov National Medical Research Centre. The International Association of Diabetes and Pregnancy Study Groups criteria were used to diagnose GDM. A total of 11 single- nucleotide polymorphisms (SNPs), including those in HKDC1 (rs10762264), GCK (rs1799884), MTNR1B (rs10830963 and rs1387153), TCF7L2 (rs7903146 and rs12255372), KCNJ11 (rs5219), IGF2BP2 (rs4402960), IRS1 (rs1801278), FTO (rs9939609), and CDKAL1 (rs7754840) were genotyped using Taqman assays. A logistic regression model was used to calculate odds ratios (ORs) and their confidence intervals (CIs). A simple-count genetic risk score (GRS) was calculated using 6 SNPs. The area under the receiver operating characteristic curve (c-statistic) was calculated for the logistic regression model predicting the risk of GDM using clinical covariates, SNPs that had shown a significant association with GDM in our study, GRS, and their combinations. RESULTS Two variants in MTNR1B (rs1387153 and rs10830963) demonstrated a significant association with an increased risk of GDM. The association remained significant after adjustment for age, pre-gestational BMI, arterial hypertension, GDM in history, impaired glucose tolerance, polycystic ovary syndrome, family history of diabetes, and parity (P = 0.001 and P < 0.001, respectively). After being conditioned by each other, the effect of rs1387153 on GDM predisposition weakened while the effect of rs10830963 remained significant (P = 0.004). The risk of GDM was predicted by clinical variables (c-statistic 0.712, 95 % CI: 0.675 - 0.749), and the accuracy of prediction was modestly improved by adding GRS to the model (0.719, 95 % CI 0.682 - 0.755), and more by adding only rs10830963 (0.729, 95 % CI 0.693 - 0.764). CONCLUSION Among 11 SNPs associated with T2D and/or GDM in other populations, we confirmed significant association with GDM for two variants in MTNR1B in Russian women. However, these variants showed limited value in the identification of GDM cases.
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Affiliation(s)
- Polina V. Popova
- Almazov National Medical Research Centre, Saint Petersburg, Russia
- Department of Internal Diseases and Endocrinology, St. Petersburg Pavlov State Medical University, Saint Petersburg, Russia
- *Correspondence: Polina V. Popova,
| | | | | | | | | | - Anna D. Anopova
- Almazov National Medical Research Centre, Saint Petersburg, Russia
| | - Evgenii A. Pustozerov
- Almazov National Medical Research Centre, Saint Petersburg, Russia
- Department of Biomedical Engineering, Saint Petersburg State Electrotechnical University, Saint Petersburg, Russia
| | - Inga V. Gorelova
- Almazov National Medical Research Centre, Saint Petersburg, Russia
| | | | - O. Li
- Almazov National Medical Research Centre, Saint Petersburg, Russia
| | | | | | - Elena N. Grineva
- Almazov National Medical Research Centre, Saint Petersburg, Russia
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