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Population\u2010based (Hadlock, INTERGROWTH\u201021<jats:sup>st<\/jats:sup>, World Health Organization (WHO), Fetal Medicine Foundation (FMF)), ethnicity\u2010specific (Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)), customized (Gestation\u2010Related Optimal Weight (GROW)) and African\u2010American customized (Perinatology Research Branch (PRB)\/NICHD) growth standards were used to calculate EFW percentiles from the last available scan prior to delivery. Prediction performance indices and relative risk (RR) were calculated for EFW &lt;\u200910<jats:sup>th<\/jats:sup> and &gt;\u200990<jats:sup>th<\/jats:sup> percentiles, according to each standard, for individual and composite adverse perinatal outcomes. Sensitivity at a fixed (10%) false\u2010positive rate (FPR) and partial (FPR &lt;\u200910%) and full areas under the receiver\u2010operating\u2010characteristics curves (AUC) were compared between the standards.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Ten percent (341\/3437) of neonates were classified as small\u2010for\u2010gestational age (SGA) at birth, and of these 16.4% (56\/341) had at least one adverse perinatal outcome. SGA neonates had a 1.5\u2010fold increased risk of any adverse perinatal outcome (<jats:italic>P<\/jats:italic>\u2009&lt;\u20090.05). The screen\u2010positive rate of EFW &lt;\u200910<jats:sup>th<\/jats:sup> percentile varied from 6.8% (NICHD) to 24.4% (FMF). EFW &lt;\u200910<jats:sup>th<\/jats:sup>  percentile, according to all standards, was associated with an increased risk for each of the adverse perinatal  outcomes considered (<jats:italic>P<\/jats:italic>\u2009&lt;\u20090.05 for all). The highest RRs associated with EFW &lt;\u200910<jats:sup>th<\/jats:sup> percentile for each adverse outcome were 5.1 (95%\u2009CI, 2.1\u201312.3) for perinatal mortality (WHO); 5.0 (95%\u2009CI, 3.2\u20137.8) for perinatal hypoglycemia (NICHD); 3.4 (95%\u2009CI, 2.4\u20134.7) for mechanical ventilation (NICHD); 2.9 (95%\u2009CI, 1.8\u20134.6) for 5\u2010min Apgar score &lt;\u20097 (GROW); 2.7 (95%\u2009CI, 2.0\u20133.6) for neonatal intensive care unit (NICU) admission (NICHD); and 2.5 (95%\u2009CI, 1.9\u20133.1) for composite adverse perinatal outcome (NICHD). Although the RR CIs overlapped among all standards for each individual outcome, the RR of composite adverse perinatal outcome in pregnancies with EFW &lt;\u200910<jats:sup>th<\/jats:sup> percentile was higher according to the NICHD (2.46; 95%\u2009CI, 1.9\u20133.1) than the FMF (1.47; 95%\u2009CI, 1.2\u20131.8) standard. The sensitivity for composite adverse perinatal outcome varied substantially between standards, ranging from 15% for NICHD to 32% for FMF, due mostly to differences in FPR; this variation subsided when the FPR was set to the same value (10%). Analysis of AUC revealed significantly better performance for the prediction of perinatal mortality by the PRB\/NICHD standard (AUC\u2009=\u20090.70) compared with the Hadlock (AUC\u2009=\u20090.66) and FMF (AUC\u2009=\u20090.64) standards. Evaluation of partial AUC (FPR &lt;\u200910%) demonstrated that the INTERGROWTH\u201021<jats:sup>st<\/jats:sup> standard performed better than the Hadlock standard for the prediction of NICU admission and mechanical ventilation (<jats:italic>P<\/jats:italic>\u2009&lt;\u20090.05 for both). Although fetuses with EFW &gt;\u200990<jats:sup>th<\/jats:sup> percentile were also at risk for any adverse perinatal outcome according to the INTERGROWTH\u201021<jats:sup>st<\/jats:sup> (RR\u2009=\u20091.4; 95%\u2009CI, 1.0\u20131.9) and Hadlock (RR\u2009=\u20091.7; 95%\u2009CI, 1.1\u20132.6) standards, many times fewer cases (2\u20135\u2010fold lower sensitivity) were detected by using EFW &gt;\u200990<jats:sup>th<\/jats:sup> percentile, rather than EFW &lt;\u200910<jats:sup>th<\/jats:sup> percentile, in screening by these standards.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>Fetuses with EFW &lt;\u200910<jats:sup>th<\/jats:sup> percentile or EFW &gt;\u200990<jats:sup>th<\/jats:sup> percentile were at increased risk of adverse perinatal outcomes according to all or some of the eight growth standards, respectively. The RR of a composite adverse perinatal outcome in pregnancies with EFW &lt;\u200910<jats:sup>th<\/jats:sup> percentile was higher for the most\u2010stringent (NICHD) compared with the least\u2010stringent (FMF) standard. The results of the complementary analysis of AUC suggest slightly improved detection of adverse perinatal outcome by more recent population\u2010based (INTERGROWTH\u201021<jats:sup>st<\/jats:sup>) and customized (PRB\/NICHD) standards compared with the Hadlock and FMF standards. Published 2019. This article is a U.S. Government work and is in the public domain in the USA.<\/jats:p><\/jats:sec>","DOI":"10.1002\/uog.20299","type":"journal-article","created":{"date-parts":[[2019,4,22]],"date-time":"2019-04-22T08:29:17Z","timestamp":1555921757000},"page":"177-188","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":73,"title":["Prediction of adverse perinatal outcome by fetal biometry: comparison of customized and population\u2010based standards"],"prefix":"10.1002","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6527-7866","authenticated-orcid":false,"given":"D.","family":"Kabiri","sequence":"first","affiliation":[{"name":"Perinatology Research Branch, Division of Obstetrics and Maternal\u2010Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U. S. 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