The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method

ObjectiveTo construct a national fetal growth chart using retrospective data and compared its diagnostic accuracy in predicting SGA at birth with existing international growth charts.MethodThis is a retrospective study where datasets from May 2011 to Apr 2020 were extracted to construct the fetal gr...

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Main Authors: Saw, Shier Nee, Lim, Mei Cee, Liew, Chuan Nyen, Kamar, Azanna Ahmad, Sulaiman, Sofiah, Saaid, Rahmah, Loo, Chu Kiong
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Published: Frontiers Media Sa 2023
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Online Access:http://eprints.um.edu.my/38294/
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spelling my.um.eprints.382942024-06-24T04:07:11Z http://eprints.um.edu.my/38294/ The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method Saw, Shier Nee Lim, Mei Cee Liew, Chuan Nyen Kamar, Azanna Ahmad Sulaiman, Sofiah Saaid, Rahmah Loo, Chu Kiong RD Surgery ObjectiveTo construct a national fetal growth chart using retrospective data and compared its diagnostic accuracy in predicting SGA at birth with existing international growth charts.MethodThis is a retrospective study where datasets from May 2011 to Apr 2020 were extracted to construct the fetal growth chart using the Lambda-Mu-Sigma method. SGA is defined as birth weight <10th centile. The local growth chart's diagnostic accuracy in detecting SGA at birth was evaluated using datasets from May 2020 to Apr 2021 and was compared with the WHO, Hadlock, and INTERGROWTH-21st charts. Balanced accuracy, sensitivity, and specificity were reported.ResultsA total of 68,897 scans were collected and five biometric growth charts were constructed. Our national growth chart achieved an accuracy of 69% and a sensitivity of 42% in identifying SGA at birth. The WHO chart showed similar diagnostic performance as our national growth chart, followed by the Hadlock (67% accuracy and 38% sensitivity) and INTERGROWTH-21st (57% accuracy and 19% sensitivity). The specificities for all charts were 95-96%. All growth charts showed higher accuracy in the third trimester, with an improvement of 8-16%, as compared to that in the second trimester.ConclusionUsing the Hadlock and INTERGROWTH-21st chart in the Malaysian population may results in misdiagnose of SGA. Our population local chart has slightly higher accuracy in predicting preterm SGA in the second trimester which can enable earlier intervention for babies who are detected as SGA. All growth charts' diagnostic accuracies were poor in the second trimester, suggesting the need of improvising alternative techniques for early detection of SGA to improve fetus outcomes. Frontiers Media Sa 2023-04 Article PeerReviewed Saw, Shier Nee and Lim, Mei Cee and Liew, Chuan Nyen and Kamar, Azanna Ahmad and Sulaiman, Sofiah and Saaid, Rahmah and Loo, Chu Kiong (2023) The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method. Frontiers In Surgery, 10. ISSN 2296-875X, DOI https://doi.org/10.3389/fsurg.2023.1123948 <https://doi.org/10.3389/fsurg.2023.1123948>. 10.3389/fsurg.2023.1123948
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic RD Surgery
spellingShingle RD Surgery
Saw, Shier Nee
Lim, Mei Cee
Liew, Chuan Nyen
Kamar, Azanna Ahmad
Sulaiman, Sofiah
Saaid, Rahmah
Loo, Chu Kiong
The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method
description ObjectiveTo construct a national fetal growth chart using retrospective data and compared its diagnostic accuracy in predicting SGA at birth with existing international growth charts.MethodThis is a retrospective study where datasets from May 2011 to Apr 2020 were extracted to construct the fetal growth chart using the Lambda-Mu-Sigma method. SGA is defined as birth weight <10th centile. The local growth chart's diagnostic accuracy in detecting SGA at birth was evaluated using datasets from May 2020 to Apr 2021 and was compared with the WHO, Hadlock, and INTERGROWTH-21st charts. Balanced accuracy, sensitivity, and specificity were reported.ResultsA total of 68,897 scans were collected and five biometric growth charts were constructed. Our national growth chart achieved an accuracy of 69% and a sensitivity of 42% in identifying SGA at birth. The WHO chart showed similar diagnostic performance as our national growth chart, followed by the Hadlock (67% accuracy and 38% sensitivity) and INTERGROWTH-21st (57% accuracy and 19% sensitivity). The specificities for all charts were 95-96%. All growth charts showed higher accuracy in the third trimester, with an improvement of 8-16%, as compared to that in the second trimester.ConclusionUsing the Hadlock and INTERGROWTH-21st chart in the Malaysian population may results in misdiagnose of SGA. Our population local chart has slightly higher accuracy in predicting preterm SGA in the second trimester which can enable earlier intervention for babies who are detected as SGA. All growth charts' diagnostic accuracies were poor in the second trimester, suggesting the need of improvising alternative techniques for early detection of SGA to improve fetus outcomes.
format Article
author Saw, Shier Nee
Lim, Mei Cee
Liew, Chuan Nyen
Kamar, Azanna Ahmad
Sulaiman, Sofiah
Saaid, Rahmah
Loo, Chu Kiong
author_facet Saw, Shier Nee
Lim, Mei Cee
Liew, Chuan Nyen
Kamar, Azanna Ahmad
Sulaiman, Sofiah
Saaid, Rahmah
Loo, Chu Kiong
author_sort Saw, Shier Nee
title The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method
title_short The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method
title_full The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method
title_fullStr The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method
title_full_unstemmed The accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the Lambda-Mu-Sigma method
title_sort accuracy of international and national fetal growth charts in detecting small-for-gestational-age infants using the lambda-mu-sigma method
publisher Frontiers Media Sa
publishDate 2023
url http://eprints.um.edu.my/38294/
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score 13.188404