Skip to main content
Top
Published in: BMC Pediatrics 1/2019

Open Access 01-12-2019 | Research article

Anthropometric measurements can identify small for gestational age newborns: a cohort study in rural Tanzania

Authors: Cecilie Bøge Paulsen, Birgitte Bruun Nielsen, Omari Abdul Msemo, Sofie Lykke Møller, Josephine Roth Ekmann, Thor Grundtvig Theander, Ib Christian Bygbjerg, John Peter Andrea Lusingu, Daniel Thomas Remias Minja, Christentze Schmiegelow

Published in: BMC Pediatrics | Issue 1/2019

Login to get access

Abstract

Background

Small-for-gestational-age (SGA) is associated with increased neonatal mortality and morbidity. In low and middle income countries an accurate gestational age is often not known, making the identification of SGA newborns difficult. Measuring foot length, chest circumference and mid upper arm circumference (MUAC) of the newborn have previously been shown to be reasonable methods for detecting low birth weight (< 2500 g) and prematurity (gestational age <  37 weeks). The aim of this study was to investigate if the three anthropometric measurements could also correctly identify SGA newborns.

Methods

In the current study from a rural area of northeastern Tanzania, 376 live newborns had foot length, chest circumference, and MUAC measured within 24 h of birth. Gestational age was estimated by transabdominal ultrasound in early pregnancy and SGA was diagnosed using a sex-specific weight reference chart previously developed in the study area. Receiver operating characteristic curves were generated for each of the anthropometric measurements and the area under the curve (AUC) compared. Operational cutoffs for foot length, chest circumference, and MUAC were defined while balancing as high as possible sensitivity and specificity for identifying SGA. Positive and negative predictive values (PPV and NPV) were then calculated.

Results

Of the 376 newborns, 68 (18.4%) were SGA. The AUC for detecting SGA was 0.78 for foot length, 0.88 for chest circumference, and 0.85 for MUAC. Operational cut-offs to detect SGA newborns were defined as ≤7.7 cm for foot length, ≤31.6 cm for chest circumference and ≤ 10.1 cm for MUAC. Foot length had 74% sensitivity, 69% specificity, PPV of 0.35 and NPV of 0.92 for identifying SGA. Chest circumference had 79% sensitivity, 81% specificity, PPV of 0.49 and NPV of 0.95 for identifying SGA. Finally, MUAC had 76% sensitivity, 77% specificity, PPV of 0.43 and NPV of 0.94 for identifying SGA.

Conclusion

In a setting with limited availability of an accurate gestational age, all three methods had a high NPV and could be used to rule out the newborn as being SGA. Overall, chest circumference was the best method to identify SGA newborns, whereas foot length and MUAC had lower detection ability.

Trial registration

Clinicaltrials.gov (NCT02191683). Registered 2 July 2014.
Appendix
Available only for authorised users
Literature
1.
go back to reference World Health Organization. Global strategy for Womens’s, Children’s and Adolescents’ health (2016–2030), 2018 monitoring report: current status and strategic priorities. 2018. World Health Organization. Global strategy for Womens’s, Children’s and Adolescents’ health (2016–2030), 2018 monitoring report: current status and strategic priorities. 2018.
3.
go back to reference Sharma D, Farahbakhsh N, Shastri S, Sharma P. Intrauterine growth restriction - part 2. J Matern Fetal Neonatal Med. 2016;29(24):4037–48.CrossRef Sharma D, Farahbakhsh N, Shastri S, Sharma P. Intrauterine growth restriction - part 2. J Matern Fetal Neonatal Med. 2016;29(24):4037–48.CrossRef
4.
go back to reference Zhang J, Merialdi M, Platt LD, Kramer MS. Defining normal and abnormal fetal growth: promises and challenges. Am J Obstet Gynecol. 2010;202(6):522–8.CrossRefPubMedCentral Zhang J, Merialdi M, Platt LD, Kramer MS. Defining normal and abnormal fetal growth: promises and challenges. Am J Obstet Gynecol. 2010;202(6):522–8.CrossRefPubMedCentral
5.
go back to reference Kramer MS. The epidemiology of adverse pregnancy outcomes: an overview. J Nutr. 2003;133(5 Suppl 2):1592s–6s.CrossRef Kramer MS. The epidemiology of adverse pregnancy outcomes: an overview. J Nutr. 2003;133(5 Suppl 2):1592s–6s.CrossRef
6.
go back to reference Lee AC, Katz J, Blencowe H, Cousens S, Kozuki N, Vogel JP, et al. National and regional estimates of term and preterm babies born small for gestational age in 138 low-income and middle-income countries in 2010. Lancet Glob Health. 2013;1(1):e26–36.CrossRefPubMedCentral Lee AC, Katz J, Blencowe H, Cousens S, Kozuki N, Vogel JP, et al. National and regional estimates of term and preterm babies born small for gestational age in 138 low-income and middle-income countries in 2010. Lancet Glob Health. 2013;1(1):e26–36.CrossRefPubMedCentral
7.
go back to reference Katz J, Lee AC, Kozuki N, Lawn JE, Cousens S, Blencowe H, et al. Mortality risk in preterm and small-for-gestational-age infants in low-income and middle-income countries: a pooled country analysis. Lancet (London, England). 2013;382(9890):417–25.CrossRef Katz J, Lee AC, Kozuki N, Lawn JE, Cousens S, Blencowe H, et al. Mortality risk in preterm and small-for-gestational-age infants in low-income and middle-income countries: a pooled country analysis. Lancet (London, England). 2013;382(9890):417–25.CrossRef
8.
go back to reference Lee AC, Kozuki N, Cousens S, Stevens GA, Blencowe H, Silveira MF, et al. Estimates of burden and consequences of infants born small for gestational age in low and middle income countries with INTERGROWTH-21(st) standard: analysis of CHERG datasets. BMJ (Clin Res Ed). 2017;358:j3677.CrossRef Lee AC, Kozuki N, Cousens S, Stevens GA, Blencowe H, Silveira MF, et al. Estimates of burden and consequences of infants born small for gestational age in low and middle income countries with INTERGROWTH-21(st) standard: analysis of CHERG datasets. BMJ (Clin Res Ed). 2017;358:j3677.CrossRef
9.
go back to reference Nabiwemba E, Marchant T, Namazzi G, Kadobera D, Waiswa P. Identifying high-risk babies born in the community using foot length measurement at birth in Uganda. Child Care Health Dev. 2013;39(1):20–6.CrossRef Nabiwemba E, Marchant T, Namazzi G, Kadobera D, Waiswa P. Identifying high-risk babies born in the community using foot length measurement at birth in Uganda. Child Care Health Dev. 2013;39(1):20–6.CrossRef
10.
go back to reference Elizabeth NL, Christopher OG, Patrick K. Determining an anthropometric surrogate measure for identifying low birth weight babies in Uganda: a hospital-based cross sectional study. BMC Pediatr. 2013;13:54.CrossRefPubMedCentral Elizabeth NL, Christopher OG, Patrick K. Determining an anthropometric surrogate measure for identifying low birth weight babies in Uganda: a hospital-based cross sectional study. BMC Pediatr. 2013;13:54.CrossRefPubMedCentral
11.
go back to reference Kc A, Nelin V, Vitrakoti R, Aryal S, Malqvist M. Validation of the foot length measure as an alternative tool to identify low birth weight and preterm babies in a low-resource setting like Nepal: a cross-sectional study. BMC Pediatr. 2015;15:43.CrossRefPubMedCentral Kc A, Nelin V, Vitrakoti R, Aryal S, Malqvist M. Validation of the foot length measure as an alternative tool to identify low birth weight and preterm babies in a low-resource setting like Nepal: a cross-sectional study. BMC Pediatr. 2015;15:43.CrossRefPubMedCentral
12.
go back to reference Marchant T, Willey B, Katz J, Clarke S, Kariuki S, ter Kuile F, et al. Neonatal mortality risk associated with preterm birth in East Africa, adjusted by weight for gestational age: individual participant level meta-analysis. PLoS Med. 2012;9(8):e1001292.CrossRefPubMedCentral Marchant T, Willey B, Katz J, Clarke S, Kariuki S, ter Kuile F, et al. Neonatal mortality risk associated with preterm birth in East Africa, adjusted by weight for gestational age: individual participant level meta-analysis. PLoS Med. 2012;9(8):e1001292.CrossRefPubMedCentral
13.
go back to reference Marchant T, Jaribu J, Penfold S, Tanner M, Armstrong Schellenberg J. Measuring newborn foot length to identify small babies in need of extra care: a cross sectional hospital based study with community follow-up in Tanzania. BMC Public Health. 2010;10:624.CrossRefPubMedCentral Marchant T, Jaribu J, Penfold S, Tanner M, Armstrong Schellenberg J. Measuring newborn foot length to identify small babies in need of extra care: a cross sectional hospital based study with community follow-up in Tanzania. BMC Public Health. 2010;10:624.CrossRefPubMedCentral
14.
go back to reference Thi HN, Khanh DK, Thu Hle T, Thomas EG, Lee KJ, Russell FM. Foot length, chest circumference, and mid upper arm circumference are good predictors of low birth weight and prematurity in ethnic minority newborns in Vietnam: a hospital-based observational study. PLoS One. 2015;10(11):e0142420.CrossRefPubMedCentral Thi HN, Khanh DK, Thu Hle T, Thomas EG, Lee KJ, Russell FM. Foot length, chest circumference, and mid upper arm circumference are good predictors of low birth weight and prematurity in ethnic minority newborns in Vietnam: a hospital-based observational study. PLoS One. 2015;10(11):e0142420.CrossRefPubMedCentral
15.
go back to reference Otupiri E, Wobil P, Nguah SB, Hindin MJ. Anthropometric measurements: options for identifying low birth weight newborns in Kumasi, Ghana. PLoS One. 2014;9(9):e106712.CrossRefPubMedCentral Otupiri E, Wobil P, Nguah SB, Hindin MJ. Anthropometric measurements: options for identifying low birth weight newborns in Kumasi, Ghana. PLoS One. 2014;9(9):e106712.CrossRefPubMedCentral
16.
go back to reference Goto E. Meta-analysis: identification of low birthweight by other anthropometric measurements at birth in developing countries. J Epidemiol. 2011;21(5):354–62.CrossRefPubMedCentral Goto E. Meta-analysis: identification of low birthweight by other anthropometric measurements at birth in developing countries. J Epidemiol. 2011;21(5):354–62.CrossRefPubMedCentral
17.
go back to reference Schmiegelow C, Scheike T, Oesterholt M, Minja D, Pehrson C, Magistrado P, et al. Development of a fetal weight chart using serial trans-abdominal ultrasound in an east African population: a longitudinal observational study. PLoS One. 2012;7(9):e44773.CrossRefPubMedCentral Schmiegelow C, Scheike T, Oesterholt M, Minja D, Pehrson C, Magistrado P, et al. Development of a fetal weight chart using serial trans-abdominal ultrasound in an east African population: a longitudinal observational study. PLoS One. 2012;7(9):e44773.CrossRefPubMedCentral
18.
go back to reference Hadlock FP, Shah YP, Kanon DJ, Lindsey JV. Fetal crown-rump length: reevaluation of relation to menstrual age (5-18 weeks) with high-resolution real-time US. Radiology. 1992;182(2):501–5.CrossRef Hadlock FP, Shah YP, Kanon DJ, Lindsey JV. Fetal crown-rump length: reevaluation of relation to menstrual age (5-18 weeks) with high-resolution real-time US. Radiology. 1992;182(2):501–5.CrossRef
19.
go back to reference Chitty LS, Altman DG, Henderson A, Campbell S. Charts of fetal size: 2. Head measurements. Br J Obstet Gynaecol. 1994;101(1):35–43.CrossRef Chitty LS, Altman DG, Henderson A, Campbell S. Charts of fetal size: 2. Head measurements. Br J Obstet Gynaecol. 1994;101(1):35–43.CrossRef
20.
go back to reference (NHANES) NHaNES. Anthropometry Procedures Manual 2007. (NHANES) NHaNES. Anthropometry Procedures Manual 2007.
21.
go back to reference The International Fetal and Newborn Growth Consortium UoO. International fetal and newborn growth standards for the 21st century, Anthropometry handbook. 2012. The International Fetal and Newborn Growth Consortium UoO. International fetal and newborn growth standards for the 21st century, Anthropometry handbook. 2012.
22.
go back to reference Mullany LC, Darmstadt GL, Khatry SK, Leclerq SC, Tielsch JM. Relationship between the surrogate anthropometric measures, foot length and chest circumference and birth weight among newborns of Sarlahi, Nepal. Eur J Clin Nutr. 2007;61(1):40–6.CrossRefPubMedCentral Mullany LC, Darmstadt GL, Khatry SK, Leclerq SC, Tielsch JM. Relationship between the surrogate anthropometric measures, foot length and chest circumference and birth weight among newborns of Sarlahi, Nepal. Eur J Clin Nutr. 2007;61(1):40–6.CrossRefPubMedCentral
23.
go back to reference World Health Organization. Born too soon: the global action report on preterm birth. 2012. World Health Organization. Born too soon: the global action report on preterm birth. 2012.
24.
go back to reference Chaves MV, Ximenes CV, Borba SK, Figueiroa JN, Alves JG. Foot length in newborns small for gestational age. Trop Dr. 2016;46(3):156–9. Chaves MV, Ximenes CV, Borba SK, Figueiroa JN, Alves JG. Foot length in newborns small for gestational age. Trop Dr. 2016;46(3):156–9.
25.
go back to reference Rustagi N, Prasuna JG, Taneja DK. Anthropometric surrogates for screening of low birth weight newborns: a community-based study. Asia Pac J Public Health. 2012;24(2):343–51.CrossRefPubMedCentral Rustagi N, Prasuna JG, Taneja DK. Anthropometric surrogates for screening of low birth weight newborns: a community-based study. Asia Pac J Public Health. 2012;24(2):343–51.CrossRefPubMedCentral
26.
go back to reference Unger H, Thriemer K, Ley B, Tinto H, Traore M, Valea I, et al. The assessment of gestational age: a comparison of different methods from a malaria pregnancy cohort in sub-Saharan Africa. BMC Pregnancy Childbirth. 2019;19(1):12.CrossRefPubMedCentral Unger H, Thriemer K, Ley B, Tinto H, Traore M, Valea I, et al. The assessment of gestational age: a comparison of different methods from a malaria pregnancy cohort in sub-Saharan Africa. BMC Pregnancy Childbirth. 2019;19(1):12.CrossRefPubMedCentral
27.
go back to reference Moore KA, Simpson JA, Thomas KH, Rijken MJ, White LJ, Dwell SL, et al. Estimating gestational age in late presenters to antenatal Care in a Resource-Limited Setting on the Thai-Myanmar border. PLoS One. 2015;10(6):e0131025.CrossRefPubMedCentral Moore KA, Simpson JA, Thomas KH, Rijken MJ, White LJ, Dwell SL, et al. Estimating gestational age in late presenters to antenatal Care in a Resource-Limited Setting on the Thai-Myanmar border. PLoS One. 2015;10(6):e0131025.CrossRefPubMedCentral
28.
go back to reference Buck Louis GM, Grewal J, Albert PS, Sciscione A, Wing DA, Grobman WA, et al. Racial/ethnic standards for fetal growth: the NICHD fetal growth studies. Am J Obstet Gynecol. 2015;213(4):449.e1–e41.CrossRef Buck Louis GM, Grewal J, Albert PS, Sciscione A, Wing DA, Grobman WA, et al. Racial/ethnic standards for fetal growth: the NICHD fetal growth studies. Am J Obstet Gynecol. 2015;213(4):449.e1–e41.CrossRef
29.
go back to reference Kiserud T, Piaggio G, Carroli G, Widmer M, Carvalho J, Neerup Jensen L, et al. The World Health Organization fetal growth charts: a multinational longitudinal study of ultrasound biometric measurements and estimated fetal weight. PLoS Med. 2017;14(1):e1002220.CrossRefPubMedCentral Kiserud T, Piaggio G, Carroli G, Widmer M, Carvalho J, Neerup Jensen L, et al. The World Health Organization fetal growth charts: a multinational longitudinal study of ultrasound biometric measurements and estimated fetal weight. PLoS Med. 2017;14(1):e1002220.CrossRefPubMedCentral
Metadata
Title
Anthropometric measurements can identify small for gestational age newborns: a cohort study in rural Tanzania
Authors
Cecilie Bøge Paulsen
Birgitte Bruun Nielsen
Omari Abdul Msemo
Sofie Lykke Møller
Josephine Roth Ekmann
Thor Grundtvig Theander
Ib Christian Bygbjerg
John Peter Andrea Lusingu
Daniel Thomas Remias Minja
Christentze Schmiegelow
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Pediatrics / Issue 1/2019
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/s12887-019-1500-0

Other articles of this Issue 1/2019

BMC Pediatrics 1/2019 Go to the issue