Abstract
Aim:
To assess the effect of maternal age, height, early pregnancy body mass index (BMI) and ethnicity on birth weight.
Subjects and methods:
A cross-sectional study was conducted on more than 42,000 newborns. Ethnicity was defined by maternal country of birth or, when missing (<0.6% of records), by citizenship. The effect of maternal characteristics on birth weight was evaluated with general linear models.
Results:
Maternal height and BMI, although not age, significantly affected birth weight. Among Italian babies, 4.7% of newborns were classified as appropriate-for-gestational age (AGA) (birth weight between the 10th and the 90th centile) according to the country-specific Italian Neonatal Study (INeS) charts and were re-classified as either large-(LGA) (birth weight >90th centile) or small-(SGA) (birth weight <10th centile) for gestational age (GA) after adjustment for maternal characteristics. On the contrary, 1.6% of Italian newborns were classified as SGA or LGA according to the INeS charts and re-classified as AGA after adjustment. Maternal ethnicity had a significant impact on birth weight. Specifically, babies born to Senegalese mothers were the lightest, whilst babies born to Chinese mothers were the heaviest.
Conclusions:
Maternal height and early pregnancy BMI, should be considered in the evaluation of birth weight. The effect of ethnicity suggests the appropriateness of ethnic-specific charts. Further studies are necessary to determine if changes in birth weight classification, may translate into improved detection of subjects at risk of adverse outcomes.
Author’s statement
Conflict of interest: Authors state no conflict of interest.
Material and methods: Informed consent: Informed consent has been obtained from all individuals included in this study.
Ethical approval: The research related to human subject use has complied with all the relevant national regulations, and institutional policies, and is in accordance with the tenets of the Helsinki Declaration, and has been approved by the authors’ institutional review board or equivalent committee.
References
[1] McIntire DD, Bloom SL, Casey BM, Leveno KJ. Birth weight in relation to morbidity and mortality among newborn infants. N Engl J Med. 1999;340:1234–8.10.1056/NEJM199904223401603Search in Google Scholar
[2] Ozanne SE, Fernandez-Twinn D, Hales CN. Fetal growth and adult diseases. Semin Perinatol. 2004;28:81–7.10.1053/j.semperi.2003.10.015Search in Google Scholar
[3] Kajantie E, Osmond C, Barker DJP, Forsén T, Phillips DIW, Eriksson JG. Size at birth as a predictor of mortality in adulthood: a follow-up of 350 000 person-years. Int J Epidemiol. 2005;34:655–63.10.1093/ije/dyi048Search in Google Scholar
[4] Hadlock FP, Harrist RB, Martinez-Poyer J. In utero analysis of fetal growth: a sonographic weight standard. Radiology. 1991;181:129–33.10.1148/radiology.181.1.1887021Search in Google Scholar
[5] Alexander GR, Himes JH, Kaufman RB, Mor J, Kogan M. A United States national reference for fetal growth. Obstet Gynecol. 1996;87:163–8.10.1016/0029-7844(95)00386-XSearch in Google Scholar
[6] Gardosi J, Mongelli M, Wilcox M, Chang A. An adjustable fetal weight standard. Ultrasound Obstet Gynecol Off J Int Soc Ultrasound Obstet Gynecol. 1995;6:168–74.10.1046/j.1469-0705.1995.06030168.xSearch in Google Scholar
[7] Gardosi J. Customized fetal growth standards: rationale and clinical application. Semin Perinatol. 2004;28:33–40.10.1053/j.semperi.2003.12.002Search in Google Scholar
[8] Reeves S, Bernstein IM. Optimal growth modeling. Semin Perinatol. 2008;32:148–53.10.1053/j.semperi.2007.11.001Search in Google Scholar
[9] Gardosi J, Chang A, Kalyan B, Sahota D, Symonds EM. Customised antenatal growth charts. Lancet Lond Engl. 1992;339:283–7.10.1016/0140-6736(92)91342-6Search in Google Scholar
[10] de Jong CL, Gardosi J, Dekker GA, Colenbrander GJ, van Geijn HP. Application of a customised birthweight standard in the assessment of perinatal outcome in a high risk population. Br J Obstet Gynaecol. 1998;105:531–5.10.1111/j.1471-0528.1998.tb10154.xSearch in Google Scholar PubMed
[11] Clausson B, Gardosi J, Francis A, Cnattingius S. Perinatal outcome in SGA births defined by customised versus population-based birthweight standards. BJOG Int J Obstet Gynaecol. 2001;108:830–4.10.1111/j.1471-0528.2001.00205.xSearch in Google Scholar PubMed
[12] McCowan LME, Harding JE, Stewart AW. Customized birthweight centiles predict SGA pregnancies with perinatal morbidity. BJOG Int J Obstet Gynaecol. 2005;112:1026–33.10.1097/01.ogx.0000193848.78057.79Search in Google Scholar
[13] Gardosi J, Francis A. A customized standard to assess fetal growth in a US population. Am J Obstet Gynecol. 2009;201:25.e1–7.10.1016/j.ajog.2009.04.035Search in Google Scholar PubMed
[14] Sjaarda LA, Albert PS, Mumford SL, Hinkle SN, Mendola P, Laughon SK. Customized large-for-gestational-age birthweight at term and the association with adverse perinatal outcomes. Am J Obstet Gynecol. 2014;210:63.e1–11.10.1016/j.ajog.2013.09.006Search in Google Scholar PubMed PubMed Central
[15] Norris T, Johnson W, Farrar D, Tuffnell D, Wright J, Cameron N. Small-for-gestational age and large-for-gestational age thresholds to predict infants at risk of adverse delivery and neonatal outcomes: are current charts adequate? An observational study from the Born in Bradford cohort. BMJ Open. 2015;5: e006743.10.1136/bmjopen-2014-006743Search in Google Scholar PubMed PubMed Central
[16] Chiossi G, Pedroza C, Costantine MM, Truong VTT, Gargano G, Saade GR. Customized versus population-based growth charts to identify neonates at risk of adverse outcomes: a systematic review and Bayesian meta-analysis of observational studies. Ultrasound Obstet Gynecol Off J Int Soc Ultrasound Obstet Gynecol. 2017;50:156–66.10.1002/uog.17381Search in Google Scholar PubMed
[17] Certificato di Assistenza al Parto [Internet]. Salute. [citato 28 febbraio 2017]. Available at: http://salute.regione.emilia-romagna.it/siseps/sanita/cedap/certificato-di-assistenza-al-parto.Search in Google Scholar
[18] Cacciari E, Milani S, Balsamo A, Spada E, Bona G, Cavallo L, et al. Italian cross-sectional growth charts for height, weight and BMI (2 to 20 yr). J Endocrinol Invest. 2006;29:581–93.10.1007/BF03344156Search in Google Scholar PubMed
[19] Bertino E, Spada E, Occhi L, Coscia A, Giuliani F, Gagliardi L, et al. Neonatal anthropometric charts: the Italian neonatal study compared with other European studies. J Pediatr Gastroenterol Nutr. 2010;51:353–61.10.1097/MPG.0b013e3181da213eSearch in Google Scholar PubMed
[20] WHO : Global Database on Body Mass Index [Internet]. [citato 23 febbraio 2017]. Available at: http://apps.who.int/bmi/index.jsp&introPage=intro_3.html.Search in Google Scholar
[21] Pomeroy E, Wells JCK, Cole TJ, O’Callaghan M, Stock JT. Relationships of maternal and paternal anthropometry with neonatal body size, proportions and adiposity in an Australian cohort. Am J Phys Anthropol. 2015;156:625–36.10.1002/ajpa.22680Search in Google Scholar PubMed PubMed Central
[22] Nourbakhsh S, Ashrafzadeh S, Hafizi A, Naseh A. Associations between maternal anthropometric characteristics and infant birth weight in Iranian population. SAGE Open Med. 2016;4:2050312116646691.10.1177/2050312116646691Search in Google Scholar PubMed PubMed Central
[23] McCowan L, Stewart AW, Francis A, Gardosi J. A customised birthweight centile calculator developed for a New Zealand population. Aust N Z J Obstet Gynaecol. 2004;44:428–31.10.1111/j.1479-828X.2004.00272.xSearch in Google Scholar PubMed
[24] Figueras F, Meler E, Iraola A, Eixarch E, Coll O, Figueras J, et al. Customized birthweight standards for a Spanish population. Eur J Obstet Gynecol Reprod Biol. 2008;136:20–4.10.1016/j.ejogrb.2006.12.015Search in Google Scholar PubMed
[25] Jansson N, Nilsfelt A, Gellerstedt M, Wennergren M, Rossander-Hulthén L, Powell TL, et al. Maternal hormones linking maternal body mass index and dietary intake to birth weight. Am J Clin Nutr. 2008;87:1743–9.10.1093/ajcn/87.6.1743Search in Google Scholar PubMed
[26] Higgins L, Greenwood SL, Wareing M, Sibley CP, Mills TA. Obesity and the placenta: a consideration of nutrient exchange mechanisms in relation to aberrant fetal growth. Placenta. 2011;32:1–7.10.1016/j.placenta.2010.09.019Search in Google Scholar PubMed
[27] Esakoff TF, Cheng YW, Sparks TN, Caughey AB. The association between birthweight 4000 g or greater and perinatal outcomes in patients with and without gestational diabetes mellitus. Am J Obstet Gynecol. 2009;200:672.e1–4.10.1016/j.ajog.2009.02.035Search in Google Scholar PubMed
[28] Rossi AC, Mullin P, Prefumo F. Prevention, management, and outcomes of macrosomia: a systematic review of literature and meta-analysis. Obstet Gynecol Surv. 2013;68:702–9.10.1097/01.ogx.0000435370.74455.a8Search in Google Scholar PubMed
[29] Silventoinen K, Sammalisto S, Perola M, Boomsma DI, Cornes BK, Davis C, et al. Heritability of adult body height: a comparative study of twin cohorts in eight countries. Twin Res Off J Int Soc Twin Stud. 2003;6:399–408.10.1375/136905203770326402Search in Google Scholar PubMed
[30] Levine RS, Hennekens CH, Jesse MJ. Genetic variance of weight and length in infant twins. Am J Epidemiol. 1987;126:929–35.10.1093/oxfordjournals.aje.a114730Search in Google Scholar PubMed
[31] Demerath EW, Choh AC, Czerwinski SA, Lee M, Sun SS, Chumlea WC, et al. Genetic and environmental influences on infant weight and weight change: the Fels Longitudinal Study. Am J Hum Biol Off J Hum Biol Counc. 2007;19:692–702.10.1002/ajhb.20660Search in Google Scholar PubMed PubMed Central
[32] Mook-Kanamori DO, van Beijsterveldt CEM, Steegers EAP, Aulchenko YS, Raat H, Hofman A, et al. Heritability estimates of body size in fetal life and early childhood. PloS One. 2012;7:e39901.10.1371/journal.pone.0039901Search in Google Scholar PubMed PubMed Central
[33] Wells JCK. Between Scylla and Charybdis: renegotiating resolution of the “obstetric dilemma” in response to ecological change. Philos Trans R Soc Lond B Biol Sci. 2015;370:20140067.10.1098/rstb.2014.0067Search in Google Scholar
[34] Brooks AA, Johnson MR, Steer PJ, Pawson ME, Abdalla HI. Birth weight: nature or nurture? Early Hum Dev. 1995;42:29–35.10.1016/0378-3782(95)01637-ISearch in Google Scholar
[35] Wells JCK, Sharp G, Steer PJ, Leon DA. Paternal and maternal influences on differences in birth weight between Europeans and Indians born in the UK. PloS One. 2013;8:e61116.10.1371/journal.pone.0061116Search in Google Scholar PubMed PubMed Central
©2018 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Editorial
- Fetal anomalies – From prenatal diagnosis to therapy
- Corner of Academy
- The first trimester aneuploidy biochemical markers in IVF/ICSI patients have no additional benefit compared to spontaneous conceptions in the prediction of pregnancy complications
- Research articles – Obstetrics
- Assessment of strain and dyssynchrony in normal fetuses using speckle tracking echocardiography – comparison of three different ultrasound probes
- Inborn errors of metabolism in a cohort of pregnancies with non-immune hydrops fetalis: a single center experience
- Cytogenetic analysis in fetuses with late onset abnormal sonographic findings
- Fetal MRI, lower acceptance by women in research vs. clinical setting
- Neurological complications after therapy for fetal-fetal transfusion syndrome: a systematic review of the outcomes at 24 months
- Evaluation of management and surgical outcomes in pregnancies complicated by acute cholecystitis
- Pentaerythrityltetranitrate (PETN) improves utero- and feto-placental Doppler parameters in pregnancies with impaired utero-placental perfusion in mid-gestation – a secondary analysis of the PETN-pilot trial
- Early onset preeclampsia is associated with an elevated mean platelet volume (MPV) and a greater rise in MPV from time of booking compared with pregnant controls: results of the CAPE study
- Effect of maternal age, height, BMI and ethnicity on birth weight: an Italian multicenter study
- Risk factors and classification of stillbirth in a Middle Eastern population: a retrospective study
- Selective IUGR in dichorionic twins: what can Doppler assessment and growth discordancy say about neonatal outcomes?
- Early fetal megacystis: Is it possible to predict the prognosis in the first trimester?
- Research articles – Fetus
- A poor long-term neurological prognosis is associated with abnormal cord insertion in severe growth-restricted fetuses
- Birth-weight centiles and the risk of serious adverse neonatal outcomes at term
- Short communication
- Maternal and neonatal vitamin D deficiency and transient tachypnea of the newborn in full term neonates
- Acknowledgment
Articles in the same Issue
- Frontmatter
- Editorial
- Fetal anomalies – From prenatal diagnosis to therapy
- Corner of Academy
- The first trimester aneuploidy biochemical markers in IVF/ICSI patients have no additional benefit compared to spontaneous conceptions in the prediction of pregnancy complications
- Research articles – Obstetrics
- Assessment of strain and dyssynchrony in normal fetuses using speckle tracking echocardiography – comparison of three different ultrasound probes
- Inborn errors of metabolism in a cohort of pregnancies with non-immune hydrops fetalis: a single center experience
- Cytogenetic analysis in fetuses with late onset abnormal sonographic findings
- Fetal MRI, lower acceptance by women in research vs. clinical setting
- Neurological complications after therapy for fetal-fetal transfusion syndrome: a systematic review of the outcomes at 24 months
- Evaluation of management and surgical outcomes in pregnancies complicated by acute cholecystitis
- Pentaerythrityltetranitrate (PETN) improves utero- and feto-placental Doppler parameters in pregnancies with impaired utero-placental perfusion in mid-gestation – a secondary analysis of the PETN-pilot trial
- Early onset preeclampsia is associated with an elevated mean platelet volume (MPV) and a greater rise in MPV from time of booking compared with pregnant controls: results of the CAPE study
- Effect of maternal age, height, BMI and ethnicity on birth weight: an Italian multicenter study
- Risk factors and classification of stillbirth in a Middle Eastern population: a retrospective study
- Selective IUGR in dichorionic twins: what can Doppler assessment and growth discordancy say about neonatal outcomes?
- Early fetal megacystis: Is it possible to predict the prognosis in the first trimester?
- Research articles – Fetus
- A poor long-term neurological prognosis is associated with abnormal cord insertion in severe growth-restricted fetuses
- Birth-weight centiles and the risk of serious adverse neonatal outcomes at term
- Short communication
- Maternal and neonatal vitamin D deficiency and transient tachypnea of the newborn in full term neonates
- Acknowledgment