Abstract
Background
We earlier reported prematurity as an independent risk factor for elevated insulin levels. Investigation is still lacking on the influence of prenatal and perinatal factors on childhood insulin levels.
Methods
In this secondary analysis of a prospective birth cohort, plasma insulin levels were measured at birth and early childhood. Regression models identified early-life factors associated with the primary outcome: log-transformed childhood plasma insulin levels.
Results
One thousand one hundred and nine children had insulin levels at birth and 825 at both time points. Compared to term, preterm infants had higher plasma insulin levels (geometric mean) at birth (612, 95% CI 552–679 vs. 372, 95% CI 345–402 pmol/ml) and in early childhood (547, 95% CI 494–605 vs. 445, 95% CI 417–475 pmol/ml). Factors associated with higher early childhood insulin levels included higher insulin level at birth, black race, female sex, maternal smoking during pregnancy, maternal perceived stress, in utero drug exposure, maternal pregestational diabetes mellitus, and maternal preconception overweight and obesity.
Conclusions
In this high-risk US birth cohort, we identified multiple prenatal and perinatal risk factors for higher early childhood insulin levels, in addition to prematurity. These findings lend support to primordial preventive strategies for diabetes mellitus.
Impact
-
In this secondary analysis of a large prospective study from a high-risk racially diverse cohort, we identify biological and social factors that contribute to elevated levels of plasma insulin in early childhood.
-
Our study also investigates factors affecting plasma insulin in preterm infants along with comorbidities commonly seen during the neonatal intensive care stay.
-
Our work reaffirms the importance of Developmental Origins of Health and Disease with regards to in utero programming of insulin levels.
-
Our work supports the possibility that primordial preventive strategies for diabetes mellitus in high-risk populations may need to begin as early as the prenatal period.
Similar content being viewed by others
Log in or create a free account to read this content
Gain free access to this article, as well as selected content from this journal and more on nature.com
or
Data availability
The datasets generated during and/or analyzed during the current study are not publicly available due to Human Subject Protection requirements but are available from the corresponding author on reasonable request and after IRB review and approval.
References
Samuel, V. T., Petersen, K. F. & Shulman, G. I. Lipid-induced insulin resistance: unravelling the mechanism. Lancet 375, 2267–2277 (2010).
Hofman, P. L. et al. Premature birth and later insulin resistance. N. Engl. J. Med. 351, 2179–2186 (2004).
Hovi, P. et al. Glucose regulation in young adults with very low birth weight. N. Engl. J. Med. 356, 2053–2063 (2007).
Rotteveel, J., van Weissenbruch, M. M., Twisk, J. W. R. & Delemarre-Van de Waal, H. A. Abnormal lipid profile and hyperinsulinaemia after a mixed meal: additional cardiovascular risk factors in young adults born preterm. Diabetologia 51, 1269–1275 (2008).
Tinnion, R., Gillone, J., Cheetham, T. & Embleton, N. Preterm birth and subsequent insulin sensitivity: a systematic review. Arch. Dis. Child. 99, 362–368 (2014).
Reaven, G. M. Role of insulin resistance in human disease (syndrome X): an expanded definition. Annu. Rev. Med. 44, 121–131 (1993).
Barker, D. J. P. Fetal origins of coronary heart disease. BMJ 311, 171–174 (1995).
Barker, D. J. In utero programming of chronic disease. Clin. Sci. 95, 115–128 (1998).
Barker, D. J., Osmond, C., Golding, J., Kuh, D. & Wadsworth, M. E. Growth in utero, blood pressure in childhood and adult life, and mortality from cardiovascular disease. BMJ 298, 564–567 (1989).
Barker, D. J. The fetal and infant origins of adult disease. BMJ 301, 1111 (1990).
Barker, D. J. Fetal growth and adult disease. Br. J. Obstet. Gynaecol. 99, 275–276 (1992).
Hales, C. N. et al. Fetal and infant growth and impaired glucose tolerance at age 64. BMJ 303, 1019–1022 (1991).
Ibáñez, L., Ong, K., Dunger, D. B. & de Zegher, F. Early development of adiposity and insulin resistance after catch-up weight gain in small-for-gestational-age children. J. Clin. Endocrinol. Metab. 91, 2153–2158 (2006).
Ludvigsson, J. F., Lu, D., Hammarström, L., Cnattingius, S. & Fang, F. Small for gestational age and risk of childhood mortality: a Swedish population study. PLoS Med. 15, e1002717 (2018).
Viswanathan, S. et al. Childhood obesity and adverse cardiometabolic risk in large for gestational age infants and potential early preventive strategies: a narrative review. Pediatr. Res. https://doi.org/10.1038/s41390-021-01904-w (2021).
Vuguin, P. M. Animal models for small for gestational age and fetal programming of adult disease. Horm. Res. 68, 113–123 (2007).
Peristats. Quick stats: preterm birth. https://www.marchofdimes.org/Peristats/ViewTopic.aspx?reg=99&top=3&lev=0&slev=1&gclid=EAIaIQobChMI5oGTlt_p7wIVEo3ICh2Lsg2IEAAYAyAAEgJn2fD_BwE (2021).
Born Too Soon Global Map. https://www.marchofdimes.org/mission/global-preterm.aspx (2021).
Moore, T. et al. Neurological and developmental outcome in extremely preterm children born in England in 1995 and 2006: the EPICure studies. BMJ 345, e7961 (2012).
Wang, G. et al. Preterm birth and random plasma insulin levels at birth and in early childhood. JAMA 311, 587–596 (2014).
Wang, X. et al. Maternal cigarette smoking, metabolic gene polymorphism, and infant birth weight. JAMA 287, 195–202 (2002).
Yu, Y. et al. The combined association of psychosocial stress and chronic hypertension with preeclampsia. Am. J. Obstet. Gynecol. 209, 438.e1–438.e12 (2013).
Bustamante Helfrich, B. et al. Maternal vascular malperfusion of the placental bed associated with hypertensive disorders in the Boston Birth Cohort. Placenta 52, 106–113 (2017).
Committee on Fetus and Newborn. Age terminology during the perinatal period. Pediatrics 114, 1362–1364 (2004).
Wang, L. et al. Polymorphism in maternal LRP8 gene is associated with fetal growth. Am. J. Hum. Genet. 78, 770–777 (2006).
Kumar, P., Venners, S. A., Fu, L., Pearson, C. & Wang, W. Association of antenatal steroid use with cord blood immune biomarkers in preterm births. Early Hum. Dev. 87, 559–564 (2011).
Hong, X. et al. Gene polymorphisms, breast-feeding, and development of food sensitization in early childhood. J. Allergy Clin. Immunol. 128, 374.e2–381.e2 (2011).
White, I. R., Royston, P. & Wood, A. M. Multiple imputation using chained equations: issues and guidance for practice. Stat. Med. 30, 377–399 (2011).
StataCorp. Stata Statistical Software: Release 14 (StataCorp LP, 2015).
R Core Team. R: A Language and Environment for Statistical Computing (R Foundation for Statistical Computing, 2020).
Hofman, P. L. et al. The metabolic consequences of prematurity. Growth Horm. IGF Res. 14(Suppl A), S136–S139 (2004).
Dalziel, S. R., Parag, V., Rodgers, A. & Harding, J. E. Cardiovascular risk factors at age 30 following pre-term birth. Int. J. Epidemiol. 36, 907–915 (2007).
Matthaei, S., Stumvoll, M., Kellerer, M. & Häring, H. U. Pathophysiology and pharmacological treatment of insulin resistance. Endocr. Rev. 21, 585–618 (2000).
Liu, L., Hironaka, K. & Pihoker, C. Type 2 diabetes in youth. Curr. Probl. Pediatr. Adolesc. Health Care 34, 254–272 (2004).
Mayer-Davis, E. J. et al. Incidence trends of type 1 and type 2 diabetes among youths, 2002-2012. N. Engl. J. Med. 376, 1419–1429 (2017).
Huebschmann, A. G. et al. Sex differences in the burden of type 2 diabetes and cardiovascular risk across the life course. Diabetologia 62, 1761–1772 (2019).
Sattar, N. et al. Age at diagnosis of type 2 diabetes mellitus and associations with cardiovascular and mortality risks. Circulation 139, 2228–2237 (2019).
Golden, S. H., Yajnik, C., Phatak, S., Hanson, R. L. & Knowler, W. C. Racial/ethnic differences in the burden of type 2 diabetes over the life course: a focus on the USA and India. Diabetologia 62, 1751–1760 (2019).
Chiarelli, F. & Marcovecchio, M. L. Insulin resistance and obesity in childhood. Eur. J. Endocrinol. 159(Suppl 1), S67–S74 (2008).
Dancause, K. N., Veru, F., Andersen, R. E., Laplante, D. P. & King, S. Prenatal stress due to a natural disaster predicts insulin secretion in adolescence. Early Hum. Dev. 89, 773–776 (2013).
Virk, J. et al. Prenatal exposure to bereavement and type-2 diabetes: a Danish longitudinal population based study. PLoS ONE 7, e43508 (2012).
Tamashiro, K. L. K., Terrillion, C. E., Hyun, J., Koenig, J. I. & Moran, T. H. Prenatal stress or high-fat diet increases susceptibility to diet-induced obesity in rat offspring. Diabetes 58, 1116–1125 (2009).
Trzepizur, W., Khalyfa, A., Qiao, Z., Popko, B. & Gozal, D. Integrated stress response activation by sleep fragmentation during late gestation in mice leads to emergence of adverse metabolic phenotype in offspring. Metabolism 69, 188–198 (2017).
Perng, W., Oken, E. & Dabelea, D. Developmental overnutrition and obesity and type 2 diabetes in offspring. Diabetologia 62, 1779–1788 (2019).
Levy-Marchal, C. et al. Insulin resistance in children: consensus, perspective, and future directions. J. Clin. Endocrinol. Metab. 95, 5189–5198 (2010).
Lawlor, D. A. The Society for Social Medicine John Pemberton Lecture 2011. Developmental overnutrition—an old hypothesis with new importance? Int. J. Epidemiol. 42, 7–29 (2013).
Maron, B. A., Maron, J. L. & Abman, S. H. The case for bringing birthweight to adult cardiovascular medicine. Am. J. Cardiol. 127, 191–192 (2020).
Newsome, C. A. et al. Is birth weight related to later glucose and insulin metabolism?—a systematic review. Diabet. Med. 20, 339–348 (2003).
Mericq, V. Prematurity and insulin sensitivity. Horm. Res. 65(Suppl 3), 131–136 (2006).
Simental-Mendía, L. E., Castañeda-Chacón, A., Rodríguez-Morán, M. & Guerrero-Romero, F. Birth-weight, insulin levels, and HOMA-IR in newborns at term. BMC Pediatr. 12, 94 (2012).
Morrison, K. M. et al. Cardiometabolic health in adults born premature with extremely low birth weight. Pediatrics 138, e20160515 (2016).
Uwaifo, G. I. et al. Indices of insulin action, disposal, and secretion derived from fasting samples and clamps in normal glucose-tolerant black and white children. Diabetes Care 25, 2081–2087 (2002).
Hanson, M. Understanding the origins of diabetes. JAMA 311, 575–576 (2014).
Funding
The Boston Birth Cohort was supported in part by the March of Dimes PERI grants (20-FY02-56, #21-FY07-605); the Health Resources and Services Administration (HRSA) of the U.S. Department of Health and Human Services (HHS) under grant number UJ2MC31074, Autism Single Investigator Innovation Program; and the National Institutes of Health (NIH) grants (R21ES011666, 2R01HD041702, R21HD066471, U01AI090727, R21AI079872, R01HD086013, R01HD098232, R21AI154233, R01ES031272, and R01ES031521). M.Z. is supported by the American Heart Association (Award Number: 827990). This information or content and conclusions are those of the author and should not be construed as the official position or policy of, nor should any endorsements be inferred by HRSA, HHS or the US government.
Author information
Authors and Affiliations
Contributions
K.M., X.W., and M.Z .conceptualized and designed the study, supervised data collection, performed the statistical analyses, drafted the initial manuscript, and reviewed and revised the manuscript. X.H. and G.W. assisted with the study design, designed the data collection instruments, collected data, and reviewed and revised the manuscript. C.Z. assisted with the study design and critically reviewed the manuscript for important intellectual content. All authors approved the final manuscript as submitted and agree to be accountable for all aspects of the work.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Ethics approval and consent to participate
In this secondary analysis of data, no consent was required. Consent was obtained at initial cohort enrollment.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Makker, K., Zhang, M., Wang, G. et al. Early-life determinants of childhood plasma insulin levels: implications for primordial prevention of diabetes. Pediatr Res 93, 189–197 (2023). https://doi.org/10.1038/s41390-022-02070-3
Received:
Revised:
Accepted:
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s41390-022-02070-3


