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Sormunen-Harju H, Huvinen E, Girchenko PV, Kajantie E, Villa PM, Hämäläinen EK, Lahti-Pulkkinen M, Laivuori H, Räikkönen K, Koivusalo SB. Metabolomic Profiles of Nonobese and Obese Women With Gestational Diabetes. J Clin Endocrinol Metab 2023; 108:2862-2870. [PMID: 37220084 PMCID: PMC10584006 DOI: 10.1210/clinem/dgad288] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 05/04/2023] [Accepted: 05/17/2023] [Indexed: 05/25/2023]
Abstract
CONTEXT In non-pregnant population, nonobese individuals with obesity-related metabolome have increased risk for type 2 diabetes and cardiovascular diseases. The risk of these diseases is also increased after gestational diabetes. OBJECTIVE This work aimed to examine whether nonobese (body mass index [BMI] < 30) and obese (BMI ≥ 30) women with gestational diabetes mellitus (GDM) and obese non-GDM women differ in metabolomic profiles from nonobese non-GDM controls. METHODS Levels of 66 metabolic measures were assessed in early (median 13, IQR 12.4-13.7 gestation weeks), and across early, mid (20, 19.3-23.0), and late (28, 27.0-35.0) pregnancy blood samples in 755 pregnant women from the PREDO and RADIEL studies. The independent replication cohort comprised 490 pregnant women. RESULTS Nonobese and obese GDM, and obese non-GDM women differed similarly from the controls across early, mid, and late pregnancy in 13 measures, including very low-density lipoprotein-related measures, and fatty acids. In 6 measures, including fatty acid (FA) ratios, glycolysis-related measures, valine, and 3-hydroxybutyrate, the differences between obese GDM women and controls were more pronounced than the differences between nonobese GDM or obese non-GDM women and controls. In 16 measures, including HDL-related measures, FA ratios, amino acids, and inflammation, differences between obese GDM or obese non-GDM women and controls were more pronounced than the differences between nonobese GDM women and controls. Most differences were evident in early pregnancy, and in the replication cohort were more often in the same direction than would be expected by chance alone. CONCLUSION Differences between nonobese and obese GDM, or obese non-GDM women and controls in metabolomic profiles may allow detection of high-risk women for timely targeted preventive interventions.
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Affiliation(s)
- Heidi Sormunen-Harju
- Department of Obstetrics and Gynecology, Helsinki University Hospital and University of Helsinki, FI-00270 Helsinki, Finland
| | - Emilia Huvinen
- Department of Obstetrics and Gynecology, Helsinki University Hospital and University of Helsinki, FI-00270 Helsinki, Finland
| | - Polina V Girchenko
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, FI-00270 Helsinki, Finland
| | - Eero Kajantie
- Clinical Medicine Research Unit, MRC Oulu, Oulu University Hospital and University of Oulu, FI-90220 Oulu, Finland
- Population Health Unit, Finnish Institute for Health and Welfare, FI-00300 Helsinki, Finland
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, NO-7491, Trondheim, Norway
- Children’s Hospital, Helsinki University Hospital and University of Helsinki, FI-00290 Helsinki, Finland
| | - Pia M Villa
- Department of Obstetrics and Gynecology, Helsinki University Hospital and University of Helsinki, FI-00270 Helsinki, Finland
| | - Esa K Hämäläinen
- Department of Clinical Chemistry, University of Eastern Finland, FI-70211 Kuopio, Finland
| | - Marius Lahti-Pulkkinen
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, FI-00270 Helsinki, Finland
- Finnish National Institute for Health and Welfare, FI-00300 Helsinki, Finland
- University of Edinburgh, Edinburgh EH8 9YL, UK
| | - Hannele Laivuori
- Medical and Clinical Genetics, Helsinki University Hospital and University of Helsinki, FI-00270 Helsinki, Finland
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, FI-00270 Helsinki, Finland
- Department of Obstetrics and Gynecology, Tampere University Hospital, FI-33520 Tampere, Finland
- Center for Child, Adolescent, and Maternal Health Research, Faculty of Medicine and Health Technology, Tampere University, FI-33520 Tampere, Finland
| | - Katri Räikkönen
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, FI-00270 Helsinki, Finland
| | - Saila B Koivusalo
- Department of Obstetrics and Gynecology, Helsinki University Hospital and University of Helsinki, FI-00270 Helsinki, Finland
- Department of Obstetrics and Gynaecology, Turku University Hospital and University of Turku, FI-20520 Turku, Finland
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Kivelä J, Sormunen-Harju H, Girchenko PV, Huvinen E, Stach-Lempinen B, Kajantie E, Villa PM, Reynolds RM, Hämäläinen EK, Lahti-Pulkkinen M, Murtoniemi KK, Laivuori H, Eriksson JG, Räikkönen K, Koivusalo SB. Longitudinal Metabolic Profiling of Maternal Obesity, Gestational Diabetes, and Hypertensive Pregnancy Disorders. J Clin Endocrinol Metab 2021; 106:e4372-e4388. [PMID: 34185058 PMCID: PMC8530734 DOI: 10.1210/clinem/dgab475] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Indexed: 12/24/2022]
Abstract
CONTEXT Comprehensive assessment of metabolism in maternal obesity and pregnancy disorders can provide information about the shared maternal-fetal milieu and give insight into both maternal long-term health and intergenerational transmission of disease burden. OBJECTIVE To assess levels, profiles, and change in the levels of metabolic measures during pregnancies complicated by obesity, gestational diabetes (GDM), or hypertensive disorders. DESIGN, SETTING AND PARTICIPANTS A secondary analysis of 2 study cohorts, PREDO and RADIEL, including 741 pregnant women. MAIN OUTCOME MEASURES We assessed 225 metabolic measures by nuclear magnetic resonance in blood samples collected at median 13 [interquartile range (IQR) 12.4-13.7], 20 (IQR 19.3-23.0), and 28 (27.0-35.0) weeks of gestation. RESULTS Across all 3 time points women with obesity [body mass index (BMI) ≥ 30kg/m2] in comparison to normal weight (BMI 18.5-24.99 kg/m2) had significantly higher levels of most very-low-density lipoprotein-related measures, many fatty and most amino acids, and more adverse metabolic profiles. The change in the levels of most metabolic measures during pregnancy was smaller in obese than in normal weight women. GDM, preeclampsia, and chronic hypertension were associated with metabolic alterations similar to obesity. The associations of obesity held after adjustment for GDM and hypertensive disorders, but many of the associations with GDM and hypertensive disorders were rendered nonsignificant after adjustment for BMI and the other pregnancy disorders. CONCLUSIONS This study shows that the pregnancy-related metabolic change is smaller in women with obesity, who display metabolic perturbations already in early pregnancy. Metabolic alterations of obesity and pregnancy disorders resembled each other suggesting a shared metabolic origin.
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Affiliation(s)
- Jemina Kivelä
- Department of Public Health, University of Helsinki, Helsinki, Finland
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Heidi Sormunen-Harju
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Polina V Girchenko
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Emilia Huvinen
- Teratology Information Service, Emergency Medicine, Department of Prehospital Emergency Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Beata Stach-Lempinen
- Department of Obstetrics and Gynecology, South Karelia Central Hospital, Lappeenranta, Finland
| | - Eero Kajantie
- PEDEGO Research Unit, MRC Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
- Public Health Promotion Unit, Finnish Institute for Health and Welfare, Helsinki and Oulu, Finland
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- Children’s Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Pia M Villa
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Hyvinkää Hospital at Helsinki and Uusimaa Hospital District, Hyvinkää, Finland
| | - Rebecca M Reynolds
- Centre for Cardiovascular Science, Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Esa K Hämäläinen
- Department of Clinical Chemistry, University of Eastern Finland, Kuopio, Finland
| | - Marius Lahti-Pulkkinen
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Finnish National Institute for Health and Welfare, Helsinki, Finland
| | - Katja K Murtoniemi
- Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Department of Obstetrics and Gynaecology, University of Turku and Turku University Hospital, Turku, Finland
| | - Hannele Laivuori
- Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
- Department of Obstetrics and Gynecology, Tampere University Hospital and Tampere University, Faculty of Medicine and Health Technology, Tampere, Finland
| | - Johan G Eriksson
- Singapore Institute for Clinical Sciences, Agency for Science Technology and Research, Singapore
- Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
| | - Katri Räikkönen
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Saila B Koivusalo
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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Sormunen-Harju H, Koivusalo S, Gissler M, Metsälä J. The risk of complications in second pregnancy by maternal BMI: The role of first-pregnancy complications, pregestational diabetes and chronic hypertension. Acta Obstet Gynecol Scand 2020; 100:489-496. [PMID: 33063313 DOI: 10.1111/aogs.14028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 09/11/2020] [Accepted: 10/08/2020] [Indexed: 01/16/2023]
Abstract
INTRODUCTION Maternal obesity is associated with an increased risk of several pregnancy complications. In the second pregnancy, previous pregnancy and other medical history provide additional information about individual morbidity risk. In this study, we assess the risk of pregnancy complications in the second pregnancy by maternal body mass index (BMI) and evaluate how first-pregnancy complications and preexisting conditions modify these associations. MATERIAL AND METHODS We have used nationwide data on all women (n = 48 963) experiencing their first and second pregnancy between 2006 and 2013 in Finland. The associations between the full scale of maternal BMI and pregnancy complications (gestational diabetes, gestational hypertension and preeclampsia) were analyzed using logistic regression and restricted cubic spline regression models and interactions between BMI and first-pregnancy complications, pregestational diabetes or chronic hypertension were tested. RESULTS The risk of pregnancy complications increased with adiposity. Unadjusted probability of second-pregnancy gestational diabetes with BMI of 25 kg/m2 was 56% and 8.4% among women with and without first-pregnancy gestational diabetes, respectively. The corresponding figures with BMI of 30 kg/m2 were 64% and 17%. Adjusted odds ratio (OR) (95% CI) for second-pregnancy gestational diabetes with BMI of 25 kg/m2 was 45 (34-59) and 3.3 (2.6-4.0) among women with and without first-pregnancy gestational diabetes, respectively, when compared with women with BMI of 20 kg/m2 and no first-pregnancy gestational diabetes. Adjusted OR (95% CI) for second-pregnancy gestational hypertension among women with BMI of 25 kg/m2 was 42 (26-66) and 2.3 (1.4-3.8) among women with and without first-pregnancy hypertensive disorder, respectively, when compared with women with BMI of 20 kg/m2 and no first-pregnancy hypertensive disorder. The risk of preeclampsia increased with adiposity independent of first-pregnancy complications. Pregestational diabetes or chronic hypertension did not modify the association between adiposity and any of the second-pregnancy complications. CONCLUSIONS As maternal BMI increases, the risk of complications increases in the second pregnancy. The risk of gestational diabetes and hypertension is, however, highest among women with complications in the first pregnancy.
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Affiliation(s)
- Heidi Sormunen-Harju
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Saila Koivusalo
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mika Gissler
- Information Services Department, THL Finnish Institute for Health and Welfare, Helsinki, Finland.,Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm, Sweden
| | - Johanna Metsälä
- Department of Public Health Solutions, THL Finnish Institute for Health and Welfare, Helsinki, Finland
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Sormunen-Harju H, Sarvas K, Matikainen N, Sarvilinna N, Laitinen EK. Adrenal infarction in a healthy pregnant woman. Obstet Med 2016; 9:90-2. [PMID: 27512500 PMCID: PMC4950412 DOI: 10.1177/1753495x15627959] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 12/21/2015] [Indexed: 11/15/2022] Open
Abstract
Adrenal infarction is a very rare event but occasionally seen in hypercoagulable states. We present a case of a 31-year-old woman at 38 weeks of gestation who developed a severe upper abdominal pain and unilateral adrenal infarction due to thrombosis of the adrenal vein. The only thrombogenic factor found was pregnancy. The case highlights that adrenal infarction may complicate a normal pregnancy and should be included in the differential diagnosis of the acute abdomen in pregnancy.
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Affiliation(s)
| | - Krista Sarvas
- HUS Medical Imaging Centre, Radiology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Niina Matikainen
- HUS Abdominal Centre, Endocrinology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Nanna Sarvilinna
- Obstetrics and Gynaecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - E Kalevi Laitinen
- Obstetrics and Gynaecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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