Literature DB >> 30433815

Population-based opportunistic osteoporosis screening: Validation of a fully automated CT tool for assessing longitudinal BMD changes.

Perry J Pickhardt1, Scott J Lee1, Jiamin Liu2, Jianhua Yao2, Nathan Lay2, Peter M Graffy1, Ronald M Summers2.   

Abstract

METHODS: : The automated BMD tool was retrospectively applied to non-contrast abdominal CT scans in 1603 consecutive asymptomatic adults (mean age, 55.9 years; 770 M/833 F) undergoing longitudinal screening (mean interval, 5.7 years; range, 1.0-12.3 years). The spinal column was automatically segmented, with standardized L1 and L2 anterior trabecular ROI placement. Automated and manual L1 HU values were compared, as were automated supine-prone measures. L1-L2 CT attenuation values were converted to BMD values through a linear regression model. BMD values and changes were assessed according to age and gender.
RESULTS: : Success rate of the automated BMD tool was 99.8 % (four failed cases). Both automated supine vs prone and manual vs automated L1 attenuation measurements showed good agreement. Overall mean annual rate of bone loss was greater in females than males (-2.0% vs -1.0%), but the age-specific rate declined faster in females from age 50 (-2.1%) to age 65 (-0.3%) compared with males (-0.9% to -0.5%). Mean BMD was higher in females than males at age 50 (143.6 vs 135.1  mg cm-3), but post-menopausal bone loss in females reversed this relationship beyond age 60. By age 70, mean BMD in females and males was 100.8 and 107.7  mg cm-3 , respectively.
CONCLUSION: : This robust, fully automated CT BMD tool allows for both individualized and population-based assessment. Mean BMD was lower in men than women aged 50-60, but accelerated post-menopausal bone loss in women resulted in lower values beyond age 60. ADVANCES IN KNOWLEDGE:: This fully automated tool can be applied to routine abdominal CT scans for prospective or retrospective opportunistic BMD assessment, including change over time. Mean BMD was lower in men compared with women aged 50-60 years, but accelerated bone loss in women during this early post-menopausal period resulted in lower BMD values for women beyond age 60.

Entities:  

Mesh:

Year:  2018        PMID: 30433815      PMCID: PMC6404831          DOI: 10.1259/bjr.20180726

Source DB:  PubMed          Journal:  Br J Radiol        ISSN: 0007-1285            Impact factor:   3.039


  23 in total

1.  Automated opportunistic osteoporotic fracture risk assessment using computed tomography scans to aid in FRAX underutilization.

Authors:  Noa Dagan; Eldad Elnekave; Noam Barda; Orna Bregman-Amitai; Amir Bar; Mila Orlovsky; Eitan Bachmat; Ran D Balicer
Journal:  Nat Med       Date:  2020-01-13       Impact factor: 53.440

2.  Opportunistic Osteoporosis Screening at Routine Abdominal and Thoracic CT: Normative L1 Trabecular Attenuation Values in More than 20 000 Adults.

Authors:  Samuel Jang; Peter M Graffy; Timothy J Ziemlewicz; Scott J Lee; Ronald M Summers; Perry J Pickhardt
Journal:  Radiology       Date:  2019-03-26       Impact factor: 11.105

3.  Automated CT biomarkers for opportunistic prediction of future cardiovascular events and mortality in an asymptomatic screening population: a retrospective cohort study.

Authors:  Perry J Pickhardt; Peter M Graffy; Ryan Zea; Scott J Lee; Jiamin Liu; Veit Sandfort; Ronald M Summers
Journal:  Lancet Digit Health       Date:  2020-03-02

4.  Diagnostic Performance of Multitarget Stool DNA and CT Colonography for Noninvasive Colorectal Cancer Screening.

Authors:  Perry J Pickhardt; Peter M Graffy; Benjamin Weigman; Nimrod Deiss-Yehiely; Cesare Hassan; Jennifer M Weiss
Journal:  Radiology       Date:  2020-08-11       Impact factor: 11.105

Review 5.  Population-Based Osteoporosis Primary Prevention and Screening for Quality of Care in Osteoporosis, Current Osteoporosis Reports.

Authors:  William D Leslie; Carolyn J Crandall
Journal:  Curr Osteoporos Rep       Date:  2019-12       Impact factor: 5.096

6.  Automated Liver Fat Quantification at Nonenhanced Abdominal CT for Population-based Steatosis Assessment.

Authors:  Peter M Graffy; Veit Sandfort; Ronald M Summers; Perry J Pickhardt
Journal:  Radiology       Date:  2019-09-17       Impact factor: 11.105

7.  Automated Abdominal CT Imaging Biomarkers for Opportunistic Prediction of Future Major Osteoporotic Fractures in Asymptomatic Adults.

Authors:  Perry J Pickhardt; Peter M Graffy; Ryan Zea; Scott J Lee; Jiamin Liu; Veit Sandfort; Ronald M Summers
Journal:  Radiology       Date:  2020-08-11       Impact factor: 11.105

8.  Deep learning-based muscle segmentation and quantification at abdominal CT: application to a longitudinal adult screening cohort for sarcopenia assessment.

Authors:  Peter M Graffy; Jiamin Liu; Perry J Pickhardt; Joseph E Burns; Jianhua Yao; Ronald M Summers
Journal:  Br J Radiol       Date:  2019-06-24       Impact factor: 3.039

9.  Beware! Some crucial information is left unattended on our myocardial perfusion scans!

Authors:  Sylvain Prevost
Journal:  J Nucl Cardiol       Date:  2019-07-08       Impact factor: 5.952

Review 10.  Opportunistic Screening at Abdominal CT: Use of Automated Body Composition Biomarkers for Added Cardiometabolic Value.

Authors:  Perry J Pickhardt; Peter M Graffy; Alberto A Perez; Meghan G Lubner; Daniel C Elton; Ronald M Summers
Journal:  Radiographics       Date:  2021 Mar-Apr       Impact factor: 5.333

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