Allison A Appleton1, Megan A Murphy2, Devin C Koestler3, Corina Lesseur4, Alison G Paquette4, James F Padbury5, Barry M Lester5,6, Carmen J Marsit2,4. 1. Department of Epidemiology and Biostatistics, University at Albany School of Public Health, State University of New York, Rensselaer, NY. 2. Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH. 3. Department of Biostatistics, University of Kansas Medical Center, Kansas City, KS. 4. Department of Pharmacology and Toxicology, Geisel School of Medicine at Dartmouth, Hanover, NH. 5. Department of Pediatrics, Women and Infants Hospital, Providence, RI. 6. Center for the Study of Children at Risk, Brown Alpert Medical School and Women and Infants Hospital, Providence, RI.
Abstract
BACKGROUND: Identifying the prenatal origins of mental conditions is of increasing interest, yet most studies have focused on high-risk populations and cannot disentangle prenatal and postnatal programming effects. Thus, we examined whether profiles of neurobehaviour indicative of future risk could be identified in healthy 1-3-day-old infants, and examined associations with perinatal risk factors. METHODS: Participants included 627 healthy mothers and term infants from a population-based US cohort. Neurobehaviour was assessed within 24-72 h after delivery with the NICU Network Neurobehavioural Scales (NNNS). A model-based clustering algorithm was used to derive neurobehavioural profiles from NNNS scores. Maternal health histories, pregnancy conditions and behaviours, labour/delivery factors, and infant attributes were examined in relation to the neurobehavioural profiles. RESULTS: Seven discrete neurobehavioural profiles were identified, including one average functioning profile, and two inversely patterned below and above average profiles. Higher pregnancy weight gain (OR 1.44, 95% CI 1.10, 1.88) and birthweight percentiles (OR 1.46, 95% CI 1.10, 1.95) were associated with greater odds of below average newborn neurobehaviour. Above average neurobehaviour was associated with experiencing longer gestations (OR 1.29, 95% CI 1.02, 1.64) and higher 5-min APGAR scores (OR 2.43, 95% CI 1.07, 5.52). Maternal pregnancy alcohol use (OR 0.54, 95% CI 0.33, 0.89), and fetal distress (OR 0.10, 95% CI 0.01, 0.72) were associated with lower likelihood of having average neurobehaviour. CONCLUSION: Distinct profiles of neurobehaviour can be derived in a healthy population of newborns, with different sets of perinatal factors predicting different patterns of neurobehaviour. These findings suggest a potential in utero origin for mental health risk.
BACKGROUND: Identifying the prenatal origins of mental conditions is of increasing interest, yet most studies have focused on high-risk populations and cannot disentangle prenatal and postnatal programming effects. Thus, we examined whether profiles of neurobehaviour indicative of future risk could be identified in healthy 1-3-day-old infants, and examined associations with perinatal risk factors. METHODS:Participants included 627 healthy mothers and term infants from a population-based US cohort. Neurobehaviour was assessed within 24-72 h after delivery with the NICU Network Neurobehavioural Scales (NNNS). A model-based clustering algorithm was used to derive neurobehavioural profiles from NNNS scores. Maternal health histories, pregnancy conditions and behaviours, labour/delivery factors, and infant attributes were examined in relation to the neurobehavioural profiles. RESULTS: Seven discrete neurobehavioural profiles were identified, including one average functioning profile, and two inversely patterned below and above average profiles. Higher pregnancy weight gain (OR 1.44, 95% CI 1.10, 1.88) and birthweight percentiles (OR 1.46, 95% CI 1.10, 1.95) were associated with greater odds of below average newborn neurobehaviour. Above average neurobehaviour was associated with experiencing longer gestations (OR 1.29, 95% CI 1.02, 1.64) and higher 5-min APGAR scores (OR 2.43, 95% CI 1.07, 5.52). Maternal pregnancy alcohol use (OR 0.54, 95% CI 0.33, 0.89), and fetal distress (OR 0.10, 95% CI 0.01, 0.72) were associated with lower likelihood of having average neurobehaviour. CONCLUSION: Distinct profiles of neurobehaviour can be derived in a healthy population of newborns, with different sets of perinatal factors predicting different patterns of neurobehaviour. These findings suggest a potential in utero origin for mental health risk.
Authors: L I Stirrat; J R O'Reilly; S C Riley; A F Howie; G J Beckett; R Smith; B R Walker; J E Norman; R M Reynolds Journal: Pregnancy Hypertens Date: 2014-07-09 Impact factor: 2.899
Authors: Alison G Paquette; Corina Lesseur; David A Armstrong; Devin C Koestler; Allison A Appleton; Barry M Lester; Carmen J Marsit Journal: Epigenetics Date: 2013-06-19 Impact factor: 4.528
Authors: Corina Lesseur; David A Armstrong; Megan A Murphy; Allison A Appleton; Devin C Koestler; Alison G Paquette; Barry M Lester; Carmen J Marsit Journal: Psychoneuroendocrinology Date: 2013-10-30 Impact factor: 4.905
Authors: Barry M Lester; Edward Z Tronick; Linda LaGasse; Ronald Seifer; Charles R Bauer; Seetha Shankaran; Henrietta S Bada; Linda L Wright; Vincent L Smeriglio; Jing Lu; Loretta P Finnegan; Penelope L Maza Journal: Pediatrics Date: 2002-12 Impact factor: 7.124
Authors: Kate Keenan; Thad Q Bartlett; Mark Nijland; Jesse S Rodriguez; Peter W Nathanielsz; Nicole R Zürcher Journal: Am J Clin Nutr Date: 2013-08 Impact factor: 7.045
Authors: Hector A Olvera Alvarez; Allison A Appleton; Christina H Fuller; Annie Belcourt; Laura D Kubzansky Journal: Curr Environ Health Rep Date: 2018-06
Authors: Xueying Zhang; Emily Spear; Chris Gennings; Paul C Curtin; Allan C Just; Jennifer B Bragg; Annemarie Stroustrup Journal: Environ Res Date: 2020-01-31 Impact factor: 6.498
Authors: Danielle A Clarkson-Townsend; Elizabeth Kennedy; Todd M Everson; Maya A Deyssenroth; Amber A Burt; Ke Hao; Jia Chen; Machelle T Pardue; Carmen J Marsit Journal: FASEB J Date: 2020-06-23 Impact factor: 5.191
Authors: Elisabeth C McGowan; Julie A Hofheimer; T Michael O'Shea; Howard Kilbride; Brian S Carter; Jennifer Check; Jennifer Helderman; Charles R Neal; Steve Pastyrnak; Lynne M Smith; Marie Camerota; Lynne M Dansereau; Sheri A Della Grotta; Barry M Lester Journal: JAMA Netw Open Date: 2022-07-01
Authors: Alison G Paquette; E Andres Houseman; Benjamin B Green; Corina Lesseur; David A Armstrong; Barry Lester; Carmen J Marsit Journal: Epigenetics Date: 2016-07-01 Impact factor: 4.528
Authors: Barry M Lester; Elisabeth Conradt; Linda L LaGasse; Edward Z Tronick; James F Padbury; Carmen J Marsit Journal: Pediatrics Date: 2018-10 Impact factor: 7.124
Authors: Todd M Everson; Marta Vives-Usano; Emie Seyve; Johanna Lepeule; Marie-France Hivert; Mariona Bustamante; Andres Cardenas; Marina Lacasaña; Jeffrey M Craig; Corina Lesseur; Emily R Baker; Nora Fernandez-Jimenez; Barbara Heude; Patrice Perron; Beatriz Gónzalez-Alzaga; Jane Halliday; Maya A Deyssenroth; Margaret R Karagas; Carmen Íñiguez; Luigi Bouchard; Pedro Carmona-Sáez; Yuk J Loke; Ke Hao; Thalia Belmonte; Marie A Charles; Jordi Martorell-Marugán; Evelyne Muggli; Jia Chen; Mariana F Fernández; Jorg Tost; Antonio Gómez-Martín; Stephanie J London; Jordi Sunyer; Carmen J Marsit Journal: Nat Commun Date: 2021-08-24 Impact factor: 14.919
Authors: Gemma C Sharp; Lucas A Salas; Claire Monnereau; Catherine Allard; Paul Yousefi; Todd M Everson; Jon Bohlin; Zongli Xu; Rae-Chi Huang; Sarah E Reese; Cheng-Jian Xu; Nour Baïz; Cathrine Hoyo; Golareh Agha; Ritu Roy; John W Holloway; Akram Ghantous; Simon K Merid; Kelly M Bakulski; Leanne K Küpers; Hongmei Zhang; Rebecca C Richmond; Christian M Page; Liesbeth Duijts; Rolv T Lie; Phillip E Melton; Judith M Vonk; Ellen A Nohr; ClarLynda Williams-DeVane; Karen Huen; Sheryl L Rifas-Shiman; Carlos Ruiz-Arenas; Semira Gonseth; Faisal I Rezwan; Zdenko Herceg; Sandra Ekström; Lisa Croen; Fahimeh Falahi; Patrice Perron; Margaret R Karagas; Bilal M Quraishi; Matthew Suderman; Maria C Magnus; Vincent W V Jaddoe; Jack A Taylor; Denise Anderson; Shanshan Zhao; Henriette A Smit; Michele J Josey; Asa Bradman; Andrea A Baccarelli; Mariona Bustamante; Siri E Håberg; Göran Pershagen; Irva Hertz-Picciotto; Craig Newschaffer; Eva Corpeleijn; Luigi Bouchard; Debbie A Lawlor; Rachel L Maguire; Lisa F Barcellos; George Davey Smith; Brenda Eskenazi; Wilfried Karmaus; Carmen J Marsit; Marie-France Hivert; Harold Snieder; M Daniele Fallin; Erik Melén; Monica C Munthe-Kaas; Hasan Arshad; Joseph L Wiemels; Isabella Annesi-Maesano; Martine Vrijheid; Emily Oken; Nina Holland; Susan K Murphy; Thorkild I A Sørensen; Gerard H Koppelman; John P Newnham; Allen J Wilcox; Wenche Nystad; Stephanie J London; Janine F Felix; Caroline L Relton Journal: Hum Mol Genet Date: 2017-10-15 Impact factor: 6.150