Cargando…

Automatic phantom-less QCT system with high precision of BMD measurement for osteoporosis screening: Technique optimisation and clinical validation

BACKGROUND: Currently dual-energy X-ray absorptiometry (DXA) and phantom-based quantitative computed tomography (PB-QCT) have been utilized to diagnose osteoporosis widely in clinical practice. While traditional phantom-less QCT (PL-QCT) is limited by the precision of manual calibration using body t...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Zhuo-Jie, Zhang, Cheng, Ma, Chi, Qi, Huan, Yang, Ze-Hong, Wu, Hao-Yu, Yang, Ke-Di, Lin, Jun-Yu, Wong, Tak-Man, Li, Zhao-Yang, Li, Chun-Hai, Ding, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Chinese Speaking Orthopaedic Society 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8844761/
https://www.ncbi.nlm.nih.gov/pubmed/35228994
http://dx.doi.org/10.1016/j.jot.2021.11.008
_version_ 1784651538674745344
author Liu, Zhuo-Jie
Zhang, Cheng
Ma, Chi
Qi, Huan
Yang, Ze-Hong
Wu, Hao-Yu
Yang, Ke-Di
Lin, Jun-Yu
Wong, Tak-Man
Li, Zhao-Yang
Li, Chun-Hai
Ding, Yue
author_facet Liu, Zhuo-Jie
Zhang, Cheng
Ma, Chi
Qi, Huan
Yang, Ze-Hong
Wu, Hao-Yu
Yang, Ke-Di
Lin, Jun-Yu
Wong, Tak-Man
Li, Zhao-Yang
Li, Chun-Hai
Ding, Yue
author_sort Liu, Zhuo-Jie
collection PubMed
description BACKGROUND: Currently dual-energy X-ray absorptiometry (DXA) and phantom-based quantitative computed tomography (PB-QCT) have been utilized to diagnose osteoporosis widely in clinical practice. While traditional phantom-less QCT (PL-QCT) is limited by the precision of manual calibration using body tissues, such as fat and muscle. OBJECTIVE: The aim of this study is to validate the accuracy and precision of one newly-developed automatic PL-QCT system to measure spinal bone mineral density (BMD) and diagnose osteoporosis. METHODS: A total of 36 patients were enrolled for comparison of BMD measurement between DXA and QCT. CT images of 63 patients were analyzed by both PB-QCT and newly developed automatic PL-QCT system, then the BMD results generated by the automatic PL-QCT were utilized to diagnose osteoporosis. The diagnostic outcomes were compared with that of DXA and PB-QCT to assess the performance of the new system. RESULTS: BMD test results showed that the automatic PL-QCT system had higher precision than previous studies performed with QCT, while maintaining similar capability to diagnose osteoporosis as DXA and PB-QCT. Area under curve (AUC) result of PL-QCT was larger than 0.8 for predicting spine DXA T-score in receiver operating characteristic (ROC) analysis. Pearson correlation analysis (r ​= ​0.99) showed strong linear correlation and Bland-Altman analysis (bias ​= ​3.0mg/cc) indicated little difference between the two methods. The precision result (CV ​= ​0.89%) represented good reproducibility of the new system. CONCLUSION: The traditional PL-QCT system has relatively low reproducibility due to the manual selection of the region of interest (ROI) of body tissues. Automatic selection of ROI in this new system makes the BMD testing more convenient and improves precision significantly. Compared with traditional BMD measurement methods, the automatic PL-QCT system had higher precision in accurate diagnosis of osteoporosis with great potential in translational research and wide clinical application. TRANSLATIONAL POTENTIAL STATEMENT: With high accuracy and precision, the automatic PL-QCT system could serve as an opportunistic screening tool for osteoporosis patients in the future. It could also facilitate related researches by providing more reliable data collection, both retrospectively and longitudinally.
format Online
Article
Text
id pubmed-8844761
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Chinese Speaking Orthopaedic Society
record_format MEDLINE/PubMed
spelling pubmed-88447612022-02-27 Automatic phantom-less QCT system with high precision of BMD measurement for osteoporosis screening: Technique optimisation and clinical validation Liu, Zhuo-Jie Zhang, Cheng Ma, Chi Qi, Huan Yang, Ze-Hong Wu, Hao-Yu Yang, Ke-Di Lin, Jun-Yu Wong, Tak-Man Li, Zhao-Yang Li, Chun-Hai Ding, Yue J Orthop Translat Original Article BACKGROUND: Currently dual-energy X-ray absorptiometry (DXA) and phantom-based quantitative computed tomography (PB-QCT) have been utilized to diagnose osteoporosis widely in clinical practice. While traditional phantom-less QCT (PL-QCT) is limited by the precision of manual calibration using body tissues, such as fat and muscle. OBJECTIVE: The aim of this study is to validate the accuracy and precision of one newly-developed automatic PL-QCT system to measure spinal bone mineral density (BMD) and diagnose osteoporosis. METHODS: A total of 36 patients were enrolled for comparison of BMD measurement between DXA and QCT. CT images of 63 patients were analyzed by both PB-QCT and newly developed automatic PL-QCT system, then the BMD results generated by the automatic PL-QCT were utilized to diagnose osteoporosis. The diagnostic outcomes were compared with that of DXA and PB-QCT to assess the performance of the new system. RESULTS: BMD test results showed that the automatic PL-QCT system had higher precision than previous studies performed with QCT, while maintaining similar capability to diagnose osteoporosis as DXA and PB-QCT. Area under curve (AUC) result of PL-QCT was larger than 0.8 for predicting spine DXA T-score in receiver operating characteristic (ROC) analysis. Pearson correlation analysis (r ​= ​0.99) showed strong linear correlation and Bland-Altman analysis (bias ​= ​3.0mg/cc) indicated little difference between the two methods. The precision result (CV ​= ​0.89%) represented good reproducibility of the new system. CONCLUSION: The traditional PL-QCT system has relatively low reproducibility due to the manual selection of the region of interest (ROI) of body tissues. Automatic selection of ROI in this new system makes the BMD testing more convenient and improves precision significantly. Compared with traditional BMD measurement methods, the automatic PL-QCT system had higher precision in accurate diagnosis of osteoporosis with great potential in translational research and wide clinical application. TRANSLATIONAL POTENTIAL STATEMENT: With high accuracy and precision, the automatic PL-QCT system could serve as an opportunistic screening tool for osteoporosis patients in the future. It could also facilitate related researches by providing more reliable data collection, both retrospectively and longitudinally. Chinese Speaking Orthopaedic Society 2022-02-05 /pmc/articles/PMC8844761/ /pubmed/35228994 http://dx.doi.org/10.1016/j.jot.2021.11.008 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Liu, Zhuo-Jie
Zhang, Cheng
Ma, Chi
Qi, Huan
Yang, Ze-Hong
Wu, Hao-Yu
Yang, Ke-Di
Lin, Jun-Yu
Wong, Tak-Man
Li, Zhao-Yang
Li, Chun-Hai
Ding, Yue
Automatic phantom-less QCT system with high precision of BMD measurement for osteoporosis screening: Technique optimisation and clinical validation
title Automatic phantom-less QCT system with high precision of BMD measurement for osteoporosis screening: Technique optimisation and clinical validation
title_full Automatic phantom-less QCT system with high precision of BMD measurement for osteoporosis screening: Technique optimisation and clinical validation
title_fullStr Automatic phantom-less QCT system with high precision of BMD measurement for osteoporosis screening: Technique optimisation and clinical validation
title_full_unstemmed Automatic phantom-less QCT system with high precision of BMD measurement for osteoporosis screening: Technique optimisation and clinical validation
title_short Automatic phantom-less QCT system with high precision of BMD measurement for osteoporosis screening: Technique optimisation and clinical validation
title_sort automatic phantom-less qct system with high precision of bmd measurement for osteoporosis screening: technique optimisation and clinical validation
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8844761/
https://www.ncbi.nlm.nih.gov/pubmed/35228994
http://dx.doi.org/10.1016/j.jot.2021.11.008
work_keys_str_mv AT liuzhuojie automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT zhangcheng automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT machi automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT qihuan automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT yangzehong automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT wuhaoyu automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT yangkedi automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT linjunyu automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT wongtakman automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT lizhaoyang automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT lichunhai automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation
AT dingyue automaticphantomlessqctsystemwithhighprecisionofbmdmeasurementforosteoporosisscreeningtechniqueoptimisationandclinicalvalidation