Abstract 4144064: AI-enabled bone mineral density (AutoBMD AI) measurement in coronary artery calcium (CAC) scans associated with high CAC score independently of conventional risk factors: Multi-Ethnic Study of Atherosclerosis (MESA)

Background: The association between low bone mineral density (BMD) and coronary artery calcium (CAC) has been reported before using manual measurement of thoracic BMD. Such manual measurements are time-consuming and subject to operator errors. We therefore used an AI-enabled BMD measurement tool to explore the relationship between CAC and BMD independent of traditional risk factors. Methods: The validation of AutoBMD AI (HeartLung.AI, Houston TX) has been reported previously. We applied AutoBMD to CAC scans of 6043 individuals (53.3% female, age 61.9±10.2 years) from the baseline examination (2000-2002) of MESA. Thoracic BMD was measured in T7-T9 vertebrae. Osteoporosis was defined as a T-Score below -2.5. Cox proportional hazards regression was used to calculate hazard ratios (HR) per unit change for 10-year coronary heart disease (CHD) prediction. Results: Average BMD in men and women were 164.4 ± 45.1 and 163.1 ± 50.0 g/cm 3 respectively (P=0.3467). Average CAC score for men and women were 223.4 ± 544.0 and 76.2 ± 241.3 cm 3 respectively (P<0.0001). A total of 1672 cases were classified as osteoporotic, which included 986 (58.0%) men and 714 (42.0%) women. After adjusting for age, gender and conventional CVD risk factors, average CAC score in osteoporotic cases versus normal BMD was 170.1 ± 531.1 vs. 130.4 ± 272.8 respectively (P = 0.004). Decreased BMD was associated with CHD independently of CAC score and CVD risk factors (HR=0.997, p=0.0143). Conclusion: Low BMD and high CAC are associated independently of age, gender, and traditional risk factors of cardiovascular diseases. Further studies are warranted to evaluate the potential added value of BMD to CAC for prediction of adverse events.

Authors

Institutions

Publication Details

Journal
Circulation
Published
2024-11-12
DOI
https://doi.org/10.1161/circ.150.suppl_1.4144064
Primary Topic
Cardiac Imaging and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Abstract 4144064: AI-enabled bone mineral density (AutoBMD AI) measurement in coronary artery calcium (CAC) scans associated with high CAC score independently of conventional risk factors: Multi-Ethnic Study of Atherosclerosis (MESA)

Claudia I. Henschke, David F. Yankelevitz, Anthony P. Reeves, Matthew Jay Budoff et al.
Circulation
Cardiac Imaging and Diagnostics
article

Abstract 4144064: AI-enabled bone mineral density (AutoBMD AI) measurement in coronary artery calcium (CAC) scans associated with high CAC score independently of conventional risk factors: Multi-Ethnic Study of Atherosclerosis (MESA)

Claudia I. Henschke, David F. Yankelevitz, Anthony P. Reeves, Matthew Jay Budoff, Thomas Atlas, Kyle Atlas, Chenyu Zhang, Morteza Naghavi, Sion Roy
article en

Abstract

Background: The association between low bone mineral density (BMD) and coronary artery calcium (CAC) has been reported before using manual measurement of thoracic BMD. Such manual measurements are time-consuming and subject to operator errors. We therefore used an AI-enabled BMD measurement tool to explore the relationship between CAC and BMD independent of traditional risk factors. Methods: The validation of AutoBMD AI (HeartLung.AI, Houston TX) has been reported previously. We applied AutoBMD to CAC scans of 6043 individuals (53.3% female, age 61.9±10.2 years) from the baseline examination (2000-2002) of MESA. Thoracic BMD was measured in T7-T9 vertebrae. Osteoporosis was defined as a T-Score below -2.5. Cox proportional hazards regression was used to calculate hazard ratios (HR) per unit change for 10-year coronary heart disease (CHD) prediction. Results: Average BMD in men and women were 164.4 ± 45.1 and 163.1 ± 50.0 g/cm 3 respectively (P=0.3467). Average CAC score for men and women were 223.4 ± 544.0 and 76.2 ± 241.3 cm 3 respectively (P<0.0001). A total of 1672 cases were classified as osteoporotic, which included 986 (58.0%) men and 714 (42.0%) women. After adjusting for age, gender and conventional CVD risk factors, average CAC score in osteoporotic cases versus normal BMD was 170.1 ± 531.1 vs. 130.4 ± 272.8 respectively (P = 0.004). Decreased BMD was associated with CHD independently of CAC score and CVD risk factors (HR=0.997, p=0.0143). Conclusion: Low BMD and high CAC are associated independently of age, gender, and traditional risk factors of cardiovascular diseases. Further studies are warranted to evaluate the potential added value of BMD to CAC for prediction of adverse events.

CirculationVol. 150(Suppl_1)
HRL Laboratories (United States) (US), Cornell University (US), Mount Sinai Hospital (US)
Good health and well-being
Openalex Percentile: Top 66%
Cardiac Imaging and Diagnostics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.