Obesity in Pregnancy as a Risk Factor in Maternal and Child Health—A Retrospective Cohort Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Data Collection
2.2. Study Population
- -
- Perinatal: Age; body mass index (BMI) in kg/m2: normal weight (BMI between 18.5 and 24.9 kg/m2), overweight (BMI between 25 and 29.9 kg/m2) and obesity (BMI ≥ 30 kg/m2) [9]; number of pregnancies and multiple pregnancies; diabetes mellitus (code O24.9 in ICD-10); hypothyroidism (code EO3.9 and EO2 in ICD-10); arterial hypertension (code I10-I16 in ICD-10); dyslipidemia (code E78 in ICD-10); depression (codes F32.0-F32.9, F33.0-F33.3, F33.8, F33.9, F34.1, or F41.2 in ICD-10); and preeclampsia and level of risk during pregnancy.
- -
- Childbirth: Method of delivery (vaginal delivery vs. caesarean section); preterm birth (<37 weeks of pregnancy) or prolonged.
- -
- Neonatal: Birth weight (underweight < 2500 g, normal weight 2500–4000 g and macrosomia > 4000 g); Apgar test score at 1 min and at 5 min (good Apgar score if ≥7 points, poor Apgar score < 7 points).
2.3. Data Analysis
2.4. Ethical Aspects
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Chen, C.; Xu, X.; Yan, Y. Estimated global overweight and obesity burden in pregnant women based on panel data model. PLoS ONE 2018, 13, e0202183. [Google Scholar] [CrossRef]
- Poston, L.; Caleyachetty, R.; Cnattingius, S.; Corvalán, C.; Uauy, R.; Herring, S.; Gillman, M.W. Preconceptional and maternal obesity: Epidemiology and health consequences. Lancet Diabetes Endocrinol. 2016, 4, 1025–1036. [Google Scholar] [CrossRef] [PubMed]
- Stival, C.; Lugo, A.; Odone, A.; van den Brandt, P.A.; Fernandez, E.; Tigova, O.; Soriano, J.B.; José López, M.; Scaglioni, S.; Gallus, S.; et al. Prevalence and Correlates of Overweight and Obesity in 12 European Countries in 2017–2018. Obes. Facts 2022, 15, 655–665. [Google Scholar] [CrossRef]
- Devlieger, R.; Benhalima, K.; Damm, P.; Van Assche, A.; Mathieu, C.; Mahmood, T.; Dunne, F.; Bogaerts, A. Maternal obesity in Europe: Where do we stand and how to move forward? A scientific paper commissioned by the European Board and College of Ob-stetrics and Gynaecology (EBCOG). Eur. J. Obstet. Gynecol. Reprod. Biol. 2016, 201, 203–208. [Google Scholar] [CrossRef] [PubMed]
- Melchor, I.; Burgos, J.; Del Campo, A.; Aiartzaguena, A.; Gutiérrez, J.; Melchor, J.C. Effect of maternal obesity on pregnancy outcomes in women delivering singleton babies: A historical cohort study. J. Perinat. Med. 2019, 47, 625–630. [Google Scholar] [CrossRef] [PubMed]
- Gaillard, R.; Steegers, E.A.; Duijts, L.; Felix, J.F.; Hofman, A.; Franco, O.H.; Jaddoe, V.W. Childhood cardiometabolic outcomes of maternal obe-sity during pregnancy: The Generation R Study. Hypertension 2014, 63, 683–691. [Google Scholar] [CrossRef] [PubMed]
- Smith, C.J.; Ryckman, K.K. Epigenetic and developmental influences on the risk of obesity, diabetes, and metabolic syndrome. Diabetes Metab. Syndr. Obes. Targets Ther. 2015, 8, 295. [Google Scholar]
- Siscart, J.; Orós, M.; Serna, M.C.; Perejón, D.; Galván, L.; Ortega, M. Adherence to treatment for hypothyroidism in pregnancy and relationship with thyrotropin control: A retrospective observational cohort study. BMC Pregnancy Childbirth 2022, 22, 168. [Google Scholar] [CrossRef]
- World Health Organization. Obesity and Overweight. Available online: https://www.who.int/en/news-room/fact-sheets/detail/obesity-and-overweight (accessed on 11 January 2024).
- González-Plaza, E.; Bellart, J.; Martínez-Verdú, M.Á.; Arranz, Á.; Luján-Barroso, L.; Seguranyes, G. Pre-pregnancy overweight and obesity prevalence and relation to maternal and perinatal outcomes. Enferm. Clin. 2021. [Google Scholar] [CrossRef]
- Peristat, E.; Macfarlane, A.J. Euro-Peristat Project. European Perinatal Health Report. In Core Indicators of the Health and Care of Pregnant Women and Babies in Europe in 2015; University of London: Lond, UK, 2018. [Google Scholar]
- Kim, S.S.; Zhu, Y.; Grantz, K.L.; Hinkle, S.N.; Chen, Z.; Wallace, M.E.; Smarr, M.M.; Epps, N.M.B.; Mendola, P. Obstetric and neonatal risks among obese women without chronic disease. Obstet. Gynecol. 2016, 128, 104–112. [Google Scholar]
- Santos, S.; Voerman, E.; Amiano, P.; Barros, H.; Beilin, L.; Bergström, A.; Charles, M.; Chatzi, L.; Chevrier, C.; Chrousos, G.; et al. Impact of maternal body mass index and gestational weight gain on pregnancy compli-cations: An individual participant data meta-analysis of European, North American and Australian cohorts. BJOG 2019, 126, 984–995. [Google Scholar] [CrossRef] [PubMed]
- Thornton, H.V.; Cornish, R.P.; Lawlor, D.A. Non-linear associations of maternal pre-pregnancy body mass index with risk of still-birth, infant, and neonatal mortality in over 28 million births in the USA: A retrospective cohort study. EClinicalMedicine 2023, 66, 102351. [Google Scholar] [CrossRef]
- Vats, H.; Saxena, R.; Sachdeva, M.P.; Walia, G.K.; Gupta, V. Impact of maternal pre-pregnancy body mass index on maternal, fetal and neonatal adverse outcomes in the worldwide populations: A systematic review and meta-analysis. Obes. Res. Clin. Pract. 2021, 15, 536–545. [Google Scholar] [CrossRef] [PubMed]
- Simko, M.; Totka, A.; Vondrova, D.; Samohyl, M.; Jurkovicova, J.; Trnka, M.; Cibulkova, A.; Stofko, J.; Argalasova, L. Maternal body mass index and gestational weight gain and their association with pregnancy complications and perinatal conditions. Int. J. Environ. Res. Public Health 2019, 16, 1751. [Google Scholar] [CrossRef] [PubMed]
- Chaemsaithong, P.; Leung, T.Y.; Sahota, D.; Cheng, Y.K.Y.; Leung, W.C.; Lo, T.K.; Poon, L.C.Y. Body mass index at 11–13 weeks’ gestation and pregnancy complications in a Southern Chinese population: A retrospective cohort study. J. Matern. Neonatal Med. 2019, 32, 2056–2068. [Google Scholar] [CrossRef]
- Bautista-Castaño, I.; Henriquez-Sanchez, P.; Alemán-Perez, N.; Garcia-Salvador, J.J.; Gonzalez-Quesada, A.; García-Hernández, J.A.; Serra-Majem, L. Maternal obesity in early pregnancy and risk of adverse outcomes. PLoS ONE 2013, 8, e80410, Erratum in: PLoS ONE 2013, 8. [Google Scholar] [CrossRef]
- Sunder, A.; Varghese, B.; Darwish, B.; Shaikho, N.M.; AlSada, A.; Albuainain, H.; Alrowaijeh, S.; Al-Khalifa, S.A.; Khalid Bughamar, A.; Dayoub, N. Maternal Obesity: An Obstetric Risk. Cureus 2022, 14, e29345. [Google Scholar] [CrossRef]
- Ballesta-Castillejos, A.; Gómez-Salgado, J.; Rodríguez-Almagro, J.; Ortiz-Esquinas Hernández-Martínez, A. Relationship between maternal body mass index and obstetric and perinatal complications. J. Clin. Med. 2020, 9, 707. [Google Scholar]
- Alfadhli, E.M. Maternal obesity influences Birth Weight more than gestational Diabetes author. BMC Pregnancy Childbirth 2021, 21, 111. [Google Scholar] [CrossRef]
- Lewandowska, M. Maternal Obesity and Risk of Low Birth Weight, Fetal Growth Restriction, and Macrosomia: Multiple Anal-yses. Nutrients 2021, 13, 1213. [Google Scholar] [CrossRef]
- Marchi, J.; Berg, M.; Dencker, A.; Olander, E.K.; Begley, C. Risks associated with obesity in pregnancy, for the mother and baby: A systematic review of reviews. Obes. Rev. 2015, 16, 621–628+630. [Google Scholar] [PubMed]
- Wang, Z.; Wang, P.; Liu, H.; He, X.; Zhang, J.; Yan, H.; Xu, D.; Wang, B. Maternal adiposity as an independent risk factor for pre-eclampsia: A meta-analysis of prospective cohort studies. Obes. Rev. 2013, 14, 508–521. [Google Scholar] [PubMed]
- Chu, S.Y.; Kim, S.Y.; Schmid, C.H.; Dietz, P.M.; Callaghan, W.M.; Lau, J.; Curtis, K.M. Maternal obesity and risk of cesarean delivery: A me-ta-analysis. Obes. Rev. 2007, 8, 385–394. [Google Scholar] [PubMed]
- Zhu, T.; Tang, J.; Zhao, F.; Qu, Y.; Mu, D. Association between maternal obesity and offspring Apgar score or cord pH: A systematic review and meta-analysis. Sci. Rep. 2015, 5, 18386. [Google Scholar] [CrossRef] [PubMed]
- Mitha, A.; Chen, R.; Johansson, S.; Razaz, N.; Cnattingius, S. Maternal body mass index in early pregnancy and severe asphyxia-related complications in preterm infants. Int. J. Epidemiol. 2020, 49, 1647–1660. [Google Scholar] [CrossRef]
- Zong, X.; Wang, H.; Yang, L.; Guo, Y.; Zhao, M.; Magnussen, C.G.; Xi, B. Maternal Pre-pregnancy Body Mass Index Categories and Infant Birth Outcomes: A Population-Based Study of 9 Million Mother-Infant Pairs. Front. Nutr. 2022, 9, 789833. [Google Scholar] [CrossRef]
- Vinturache, A.E.; McDonald, S.; Slater, D.; Tough, S. Perinatal outcomes of maternal overweight and obesity in term infants: A pop-ulation-based cohort study in Canada. Sci. Rep. 2015, 5, 9334. [Google Scholar] [CrossRef]
- Gaudet, L.; Ferraro, Z.M.; Wen, S.W.; Walker, M. Maternal obesity and occurrence of fetal macrosomia: A systematic review and meta-analysis. Biomed. Res. Int. 2014, 2014, 640291. [Google Scholar] [CrossRef]
- Khashu, M.; Pelligra, G.; Bhargava, S.; Smyth, J.A. Perinatal Morbidity in Macrosomic Infants; Pediatric Academy of Sciences: Toronto, ON, Canada, 2005. [Google Scholar]
- Yu, Z.; Han, S.; Zhu, J.; Sun, X.; Ji, C.; Guo, X. Pre-pregnancy body mass index in relation to infant birth weight and offspring over-weight/obesity: A systematic review and meta-analysis. PLoS ONE 2013, 8, e61627. [Google Scholar] [CrossRef]
- Wang, D.; Hong, Y.; Zhu, L.; Wang, X.; Lv, Q.; Zhou, Q.; Ruan, M.; Chen, C. Risk factors and outcomes of macrosomia in China: A multicentric survey based on birth data. J. Matern. Neonatal Med. 2017, 30, 623–627. [Google Scholar] [CrossRef]
- Song, X.; Shu, J.; Zhang, S.; Chen, L.; Diao, J.; Li, J.; Li, Y.; Wei, J.; Liu, Y.; Sun, M.; et al. Pre-Pregnancy Body Mass Index and Risk of Macrosomia and Large for Gestational Age Births with Gestational Diabetes Mellitus as a Mediator: A Prospective Co-hort Study in Central China. Nutrients 2022, 14, 1072. [Google Scholar] [CrossRef] [PubMed]
- Liu, P.; Xu, L.; Wang, Y.; Zhang, Y.; Du, Y.; Sun, Y.; Wang, Z. Association between perinatal outcomes and maternal pre-pregnancy body mass index. Obes. Rev. 2016, 17, 1091–1102. [Google Scholar] [CrossRef] [PubMed]
- Nucci, D.; Chiavarini, M.; Duca, E.; Pieroni, L.; Salmasi, L.; Minelli, L. Pre-pregnancy body mass index, gestational weight gain and adverse birth outcomes: Some evidence from Italy. Ann. Ig. 2018, 30, 140–152. [Google Scholar] [CrossRef] [PubMed]
- Chen, Y.H.; Li, L.; Chen, W.; Liu, Z.B.; Ma, L.; Gao, X.X.; He, J.L.; Wang, H.; Zhao, M.; Yang, Y.Y.; et al. Pre-pregnancy underweight and obesity are positively associated with small-for-gestational-age infants in a Chinese population. Sci. Rep. 2019, 9, 15544. [Google Scholar] [CrossRef] [PubMed]
- Catalano, P.M.; Shankar, K. Obesity and pregnancy: Mechanisms of short term and long term adverse consequences for mother and child. BMJ 2017, 356, j1. [Google Scholar]
- Ellulu, M.S.; Patimah, I.; Khaza’ai, H.; Rahmat, A.; Abed, Y. Obesity and inflammation: The linking mechanism and the complica-tions. Arch. Med. Sci. 2017, 13, 851–863. [Google Scholar] [CrossRef]
- Dunkerton, S.; Aiken, C. Impact of the intrauterine environment on future reproductive and metabolic health. Obstet. Gynaecol. 2022, 24, 93–100. [Google Scholar] [CrossRef]
Year | Births in Our Sample | Births Recorded in Idescat | Sample/Idescat |
---|---|---|---|
2012 | 3635 | 3788 | 96% |
2013 | 3370 | 3535 | 95% |
2014 | 3308 | 3592 | 92% |
2015 | 3162 | 3426 | 92% |
2016 | 3180 | 3283 | 97% |
2017 | 3034 | 3197 | 95% |
2018 | 3001 | 3029 | 99% |
BMI ≤ 25 | BMI > 30 | BMI 26–30 | p Value | |
---|---|---|---|---|
N = 11,117 | N = 1986 | N = 3700 | ||
Maternal age (years) | <0.001 | |||
Age < 30 | 4722 (69.1%) | 734 (10.7%) | 1381 (20.2%) | |
Age 30–35 | 2925 (67.0%) | 513 (11.8%) | 927 (21.2%) | |
Age ≥ 35 | 3470 (62.0%) | 739 (13.2%) | 1392 (24.9%) | |
Number of pregnancies | <0.001 | |||
>4 | 194 (42.8%) | 111 (24.5%) | 148 (32.7%) | |
1 | 6348 (71.9%) | 838 (9.49%) | 1645 (18.6%) | |
2 | 3237 (63.9%) | 616 (12.2%) | 1213 (23.9%) | |
3 | 1013 (55.4%) | 311 (17.0%) | 505 (27.6%) | |
4 | 325 (52.1%) | 110 (17.6%) | 189 (30.3%) | |
Preeclampsia | <0.001 | |||
No | 11,037 (66.3%) | 1952 (11.7%) | 3660 (22.0%) | |
Yes | 80 (51.9%) | 34 (22.1%) | 40 (26.0%) | |
Multiple pregnancies | 1.000 | |||
No | 11,094 (66.1%) | 1982 (11.8%) | 3696 (22.0%) | |
Yes | 23 (74.2%) | 4 (12.9%) | 4 (12.9%) | |
Caesarean delivery | <0.001 | |||
No | 9412 (67.8%) | 1461 (10.5%) | 3001 (21.6%) | |
Yes | 1705 (58.2%) | 525 (17.9%) | 699 (23.9%) | |
Duration of pregnancy | 0.528 | |||
Miscarriage | 357 (64.4%) | 74 (13.4%) | 123 (22.2%) | |
Prolonged | 218 (67.1%) | 38 (11.7%) | 69 (21.2%) | |
Preterm | 479 (63.4%) | 101 (13.4%) | 176 (23.3%) | |
On term | 7427 (66.5%) | 1296 (11.6%) | 2448 (21.9%) | |
Level of risk | <0.001 | |||
High risk | 1566 (54.8%) | 573 (20.1%) | 718 (25.1%) | |
Medium risk | 2598 (58.2%) | 847 (19.0%) | 1018 (22.8%) | |
Very high risk | 177 (57.1%) | 60 (19.4%) | 73 (23.5%) | |
No risk | 5694 (75.7%) | 330 (4.39%) | 1501 (19.9%) | |
Hypothyroidism | 0.318 | |||
No | 10,402 (66.3%) | 1841 (11.7%) | 3449 (22.0%) | |
Yes | 715 (64.4%) | 145 (13.1%) | 251 (22.6%) | |
Hypertension | <0.001 | |||
No | 10,986 (66.9%) | 1841 (11.2%) | 3585 (21.8%) | |
Yes | 131 (33.5%) | 145 (37.1%) | 115 (29.4%) | |
Gestational Diabetes Mellitus | <0.001 | |||
No | 10,616 (67.7%) | 1715 (10.9%) | 3358 (21.4%) | |
Yes | 501 (45.0%) | 271 (24.3%) | 342 (30.7%) | |
Dyslipidemia | 0.027 | |||
No | 11,013 (66.3%) | 1956 (11.8%) | 3652 (22.0%) | |
Yes | 104 (57.1%) | 30 (16.5%) | 48 (26.4%) | |
Depression | 0.150 | |||
No | 10,851 (66.3%) | 1924 (11.7%) | 3603 (22.0%) | |
Yes | 7 (0.83%) | 19 (2.65%) | 1 (0.45%) | |
Birth weight (categorical variable) | <0.001 | |||
Underweight | 604 (67.9%) | 90 (10.1%) | 195 (21.9%) | |
Macrosomia | 505 (50.1%) | 198 (19.7%) | 304 (30.2%) | |
Normal weight | 8749 (67.5%) | 1447 (11.2%) | 2762 (21.3%) | |
Apgar 1 min (categorical variable) | <0.001 | |||
Apgar score ≥ 7 | 9621 (66.6%) | 1659 (11.5%) | 3162 (21.9%) | |
Apgar score < 7 | 212 (57.8%) | 70 (19.1%) | 85 (23.2%) | |
Apgar at 5 min (categorical variable) | 0.014 | |||
Apgar score ≥ 7 | 9772 (66.5%) | 1706 (11.6%) | 3219 (21.9%) | |
Apgar score < 7 | 63 (55.3%) | 22 (19.3%) | 29 (25.4%) |
OR | CI 2.5 | CI 97.5 | p-Value | |
---|---|---|---|---|
Duration of pregnancy: miscarriage | 3.0316031 | 0.9291086 | 10.6471137 | 0.068 |
Duration of pregnancy: prolonged | 0.8438022 | 0.6460084 | 1.0938789 | 0.206 |
Duration of pregnancy: preterm | 1.2177550 | 0.9827944 | 1.5068656 | 0.071 |
Caesarean delivery | 1.3862618 | 1.2439709 | 1.5442462 | <0.001 |
Preeclampsia | 1.7122792 | 1.1466166 | 2.5493857 | 0.008 |
Pregnancy risk: high | 2.4275486 | 2.1710439 | 2.7143552 | <0.001 |
Pregnancy risk: medium | 2.1809652 | 1.9830158 | 2.3989355 | <0.001 |
Pregnancy risk: very high | 1.9914195 | 1.4776223 | 2.6713605 | <0.001 |
APGAR < 7 at 1 min | 1.3535583 | 1.0380135 | 1.7602681 | 0.025 |
Underweight | 0.6399526 | 0.5131872 | 0.7947356 | <0.001 |
Macrosomia | 1.8261564 | 1.5604792 | 2.1364279 | <0.01 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Orós, M.; Lorenzo, M.; Serna, M.C.; Siscart, J.; Perejón, D.; Salinas-Roca, B. Obesity in Pregnancy as a Risk Factor in Maternal and Child Health—A Retrospective Cohort Study. Metabolites 2024, 14, 56. https://doi.org/10.3390/metabo14010056
Orós M, Lorenzo M, Serna MC, Siscart J, Perejón D, Salinas-Roca B. Obesity in Pregnancy as a Risk Factor in Maternal and Child Health—A Retrospective Cohort Study. Metabolites. 2024; 14(1):56. https://doi.org/10.3390/metabo14010056
Chicago/Turabian StyleOrós, Miriam, Marta Lorenzo, María Catalina Serna, Júlia Siscart, Daniel Perejón, and Blanca Salinas-Roca. 2024. "Obesity in Pregnancy as a Risk Factor in Maternal and Child Health—A Retrospective Cohort Study" Metabolites 14, no. 1: 56. https://doi.org/10.3390/metabo14010056
APA StyleOrós, M., Lorenzo, M., Serna, M. C., Siscart, J., Perejón, D., & Salinas-Roca, B. (2024). Obesity in Pregnancy as a Risk Factor in Maternal and Child Health—A Retrospective Cohort Study. Metabolites, 14(1), 56. https://doi.org/10.3390/metabo14010056