Using Z-score to optimize population-specific DDH screening: a retrospective study in Hangzhou, China

Abstract Background DDH (Developmental Dysplasia of the Hip) screening can potentially avert many morbidities and reduce costs. The debate about universal vs. selective DDH ultrasonography screening in different countries revolves to a large extent around effectiveness, cost, and the possibility of...

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Main Authors: Haomin Li, Liqi Shu, Jin Yu, Zeng Xian, Huilong Duan, Qiang Shu, Jingjing Ye
Format: Article
Language:English
Published: BMC 2021-04-01
Series:BMC Musculoskeletal Disorders
Subjects:
Online Access:https://doi.org/10.1186/s12891-021-04216-6
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spelling doaj-4a68c6d2a4b4431eb311c278151aaeb92021-04-18T11:19:10ZengBMCBMC Musculoskeletal Disorders1471-24742021-04-012211910.1186/s12891-021-04216-6Using Z-score to optimize population-specific DDH screening: a retrospective study in Hangzhou, ChinaHaomin Li0Liqi Shu1Jin Yu2Zeng Xian3Huilong Duan4Qiang Shu5Jingjing Ye6Clinical Data Center, National Clinical Research Center for Child Health, The Children’s Hospital, Zhejiang University School of MedicineRhode Island Hospital, Brown UniversityDepartment of Ultrasound, The Children’s Hospital, Zhejiang University School of MedicineThe College of Biomedical Engineering and Instrument Science, Zhejiang UniversityThe College of Biomedical Engineering and Instrument Science, Zhejiang UniversityClinical Data Center, National Clinical Research Center for Child Health, The Children’s Hospital, Zhejiang University School of MedicineDepartment of Ultrasound, The Children’s Hospital, Zhejiang University School of MedicineAbstract Background DDH (Developmental Dysplasia of the Hip) screening can potentially avert many morbidities and reduce costs. The debate about universal vs. selective DDH ultrasonography screening in different countries revolves to a large extent around effectiveness, cost, and the possibility of overdiagnosis and overtreatment. In this study, we proposed and evaluated a Z-score enhanced Graf method to optimize population-specific DDH screening. Methods A total of 39,710 history ultrasonography hip examinations were collected to establish a sex, side specific and age-based Z-scores model using the local regression method. The correlation between Z-scores and classic Graf types was analyzed. Four thousand two hundred twenty-nine cases with follow-up ultrasonographic examinations and 5284 cases with follow-up X-ray examinations were used to evaluate the false positive rate of the first examination based on the subsequent examinations. The results using classic Graf types and the Z-score enhanced types were compared. Results The Z-score enhanced Graf types were highly correlated with the classic Graf’s classification (R = 0.67, p < 0.001). Using the Z-scores ≥2 as a threshold could reduce by 86.56 and 80.44% the false positives in the left and right hips based on the follow-up ultrasonographic examinations, and reduce by 78.99% false-positive cases based on the follow-up X-ray examinations, respectively. Conclusions Using an age, sex and side specific Z-scores enhanced Graf’s method can better control the false positive rate in DDH screening among different populations.https://doi.org/10.1186/s12891-021-04216-6DDH screeningGraf typingZ-scoreFalse positive
collection DOAJ
language English
format Article
sources DOAJ
author Haomin Li
Liqi Shu
Jin Yu
Zeng Xian
Huilong Duan
Qiang Shu
Jingjing Ye
spellingShingle Haomin Li
Liqi Shu
Jin Yu
Zeng Xian
Huilong Duan
Qiang Shu
Jingjing Ye
Using Z-score to optimize population-specific DDH screening: a retrospective study in Hangzhou, China
BMC Musculoskeletal Disorders
DDH screening
Graf typing
Z-score
False positive
author_facet Haomin Li
Liqi Shu
Jin Yu
Zeng Xian
Huilong Duan
Qiang Shu
Jingjing Ye
author_sort Haomin Li
title Using Z-score to optimize population-specific DDH screening: a retrospective study in Hangzhou, China
title_short Using Z-score to optimize population-specific DDH screening: a retrospective study in Hangzhou, China
title_full Using Z-score to optimize population-specific DDH screening: a retrospective study in Hangzhou, China
title_fullStr Using Z-score to optimize population-specific DDH screening: a retrospective study in Hangzhou, China
title_full_unstemmed Using Z-score to optimize population-specific DDH screening: a retrospective study in Hangzhou, China
title_sort using z-score to optimize population-specific ddh screening: a retrospective study in hangzhou, china
publisher BMC
series BMC Musculoskeletal Disorders
issn 1471-2474
publishDate 2021-04-01
description Abstract Background DDH (Developmental Dysplasia of the Hip) screening can potentially avert many morbidities and reduce costs. The debate about universal vs. selective DDH ultrasonography screening in different countries revolves to a large extent around effectiveness, cost, and the possibility of overdiagnosis and overtreatment. In this study, we proposed and evaluated a Z-score enhanced Graf method to optimize population-specific DDH screening. Methods A total of 39,710 history ultrasonography hip examinations were collected to establish a sex, side specific and age-based Z-scores model using the local regression method. The correlation between Z-scores and classic Graf types was analyzed. Four thousand two hundred twenty-nine cases with follow-up ultrasonographic examinations and 5284 cases with follow-up X-ray examinations were used to evaluate the false positive rate of the first examination based on the subsequent examinations. The results using classic Graf types and the Z-score enhanced types were compared. Results The Z-score enhanced Graf types were highly correlated with the classic Graf’s classification (R = 0.67, p < 0.001). Using the Z-scores ≥2 as a threshold could reduce by 86.56 and 80.44% the false positives in the left and right hips based on the follow-up ultrasonographic examinations, and reduce by 78.99% false-positive cases based on the follow-up X-ray examinations, respectively. Conclusions Using an age, sex and side specific Z-scores enhanced Graf’s method can better control the false positive rate in DDH screening among different populations.
topic DDH screening
Graf typing
Z-score
False positive
url https://doi.org/10.1186/s12891-021-04216-6
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