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...
Main Authors: | , , , , , , |
---|---|
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 |
id |
doaj-4a68c6d2a4b4431eb311c278151aaeb9 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT haominli usingzscoretooptimizepopulationspecificddhscreeningaretrospectivestudyinhangzhouchina AT liqishu usingzscoretooptimizepopulationspecificddhscreeningaretrospectivestudyinhangzhouchina AT jinyu usingzscoretooptimizepopulationspecificddhscreeningaretrospectivestudyinhangzhouchina AT zengxian usingzscoretooptimizepopulationspecificddhscreeningaretrospectivestudyinhangzhouchina AT huilongduan usingzscoretooptimizepopulationspecificddhscreeningaretrospectivestudyinhangzhouchina AT qiangshu usingzscoretooptimizepopulationspecificddhscreeningaretrospectivestudyinhangzhouchina AT jingjingye usingzscoretooptimizepopulationspecificddhscreeningaretrospectivestudyinhangzhouchina |
_version_ |
1721522495633227776 |