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Cheneymann A, Therkildsen J, Rasmussen LD, Thygesen J, Isaksen C, Hauge EM, Winther S, Böttcher M. Developing Cut-off Values for Low and Very Low Bone Mineral Density at the Thoracic Spine Using Quantitative Computed Tomography. Calcif Tissue Int 2024; 115:421-431. [PMID: 39152302 PMCID: PMC11405482 DOI: 10.1007/s00223-024-01268-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 07/23/2024] [Indexed: 08/19/2024]
Abstract
Osteoporosis is under-diagnosed while detectable by measuring bone mineral density (BMD) using quantitative computer tomography (QCT). Opportunistic screening for low BMD has previously been suggested using lumbar QCT. However, thoracic QCT also possesses this potential to develop upper and lower cut-off values for low thoracic BMD, corresponding to the current cut-offs for lumbar BMD. In participants referred with chest pain, lumbar and thoracic BMD were measured using non-contrast lumbar- and cardiac CT scans. Lumbar BMD cut-off values for very low (< 80 mg/cm3), low (80-120 mg/cm3), and normal BMD (> 120 mg/cm3) were used to assess the corresponding thoracic values. A linear regression enabled identification of new diagnostic thoracic BMD cut-off values. The 177 participants (mean age 61 [range 31-74] years, 51% women) had a lumbar BMD of 121.6 mg/cm3 (95% CI 115.9-127.3) and a thoracic BMD of 137.0 mg/cm3 (95% CI: 131.5-142.5), p < 0.001. Categorization of lumbar BMD revealed 14%, 35%, and 45% in each BMD category. When applied for the thoracic BMD measurements, 25% of participants were reclassified into a lower group. Linear regression predicted a relationship of Thoracic BMD = 0.85 * Lumbar BMD + 33.5, yielding adjusted thoracic cut-off values of < 102 and > 136 mg/cm3. Significant differences in BMD between lumbar and thoracic regions were found, but a linear relationship enabled the development of thoracic upper and lower cut-off values for low BMD in the thoracic spine. As Thoracic CT scans are frequent, these findings will strengthen the utilization of CT images for opportunistic detection of osteoporosis.
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Affiliation(s)
- Andia Cheneymann
- Department of Cardiology, University Clinic for Cardiovascular Research, Gødstrup Hospital, Hospitalsparken 15, 7400, Herning, Denmark
- Department of Rheumatology, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, Aarhus, Denmark
| | - Josephine Therkildsen
- Department of Rheumatology, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Blvd. 11, Aarhus, Denmark
| | - Laust Dupont Rasmussen
- Department of Cardiology, University Clinic for Cardiovascular Research, Gødstrup Hospital, Hospitalsparken 15, 7400, Herning, Denmark
- Department of Cardiology, Aalborg University Hospital, Hobrovej 18-22, Aalborg, Denmark
| | - Jesper Thygesen
- Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark
| | - Christin Isaksen
- Department of Radiology, Silkeborg Hospital, Falkevej 1D, Silkeborg, Denmark
| | - Ellen-Margrethe Hauge
- Department of Rheumatology, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Blvd. 11, Aarhus, Denmark
| | - Simon Winther
- Department of Cardiology, University Clinic for Cardiovascular Research, Gødstrup Hospital, Hospitalsparken 15, 7400, Herning, Denmark
| | - Morten Böttcher
- Department of Cardiology, University Clinic for Cardiovascular Research, Gødstrup Hospital, Hospitalsparken 15, 7400, Herning, Denmark.
- Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Blvd. 11, Aarhus, Denmark.
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Oni E, Boakye E, Pressman GS, Dardari Z, Jha K, Szklo M, Budoff M, Nasir K, Hughes TM, Blaha MJ. The Association of Mitral Annular Calcification With Cardiovascular and Noncardiovascular Outcomes: The Multi-Ethnic Study of Atherosclerosis. Am J Cardiol 2024; 225:75-83. [PMID: 38914415 DOI: 10.1016/j.amjcard.2024.06.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 05/28/2024] [Accepted: 06/12/2024] [Indexed: 06/26/2024]
Abstract
Mitral annular calcification (MAC) may be a potential marker of biologic aging. However, the association of MAC with noncardiovascular measures, including bone mineral density (BMD), incident renal failure, dementia, and noncardiovascular mortality, is not well-studied in a multiracial cohort. We used data from 6,814 participants (mean age: 62.2 ± 10.2 years, 52.9% women) without cardiovascular disease at baseline in the Multi-Ethnic Study of Atherosclerosis. MAC was assessed with noncontrast cardiac computed tomography at study baseline. Using multivariable-adjusted linear and logistic regression, we assessed the cross-sectional association of MAC with BMD and walking pace. Furthermore, using Cox proportional hazards, we evaluated the association of MAC with incident renal failure, dementia, and all-cause mortality. In addition, we assessed the association of MAC with cardiovascular and noncardiovascular mortality using competing risks regression. The prevalence of MAC was 9.5% and was higher in women (10.7%) than in men (8.0%). MAC was associated with low BMD (coefficient -0.04, 95% confidence interval [CI] -0.06 to -0.02), with significant interaction by gender (p-interaction = 0.035). MAC was, however, not associated with impaired walking pace (odds ratio 1.09, 95% CI 0.89 to 1.33). Compared with participants without MAC, those with MAC had an increased risk of incident renal failure, albeit nonsignificant (hazard ratio [HR] 1.18, 95% CI 0.95 to 1.45), and a significantly higher hazards of dementia (HR 1.36, 95% CI 1.10 to 1.70). In addition, participants with MAC had a substantially higher risk of all-cause (HR 1.47, 95% CI 1.29 to 1.69), cardiovascular (subdistribution HR 1.39, 95% CI 1.04 to 1.87), and noncardiovascular mortality (subdistribution HR 1.35, 95% CI 1.14 to 1.60) than those without MAC. MAC ≥100 versus <100 was significantly associated with reduced BMD, incident renal failure, dementia, all-cause, cardiovascular, and noncardiovascular mortality. In conclusion, MAC was associated with reduced BMD and dementia and all-cause, cardiovascular, and noncardiovascular mortality in this multiracial cohort. Thus, MAC may be a marker not only for atherosclerotic burden but also for other metabolic and inflammatory factors that increase the risk of noncardiovascular outcomes and death from other causes.
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Affiliation(s)
- Ebenezer Oni
- Division of Cardiology, Temple University Lewis Katz School of Medicine, Philadelphia, Pennsylvania.
| | - Ellen Boakye
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Gregg S Pressman
- Division of Cardiology, Einstein Medical Center, Philadelphia, Pennsylvania
| | - Zeina Dardari
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kunal Jha
- Division of Cardiovascular Medicine, University of Louisville, Louisville, Kentucky
| | - Moyses Szklo
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Matthew Budoff
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, California
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas
| | - Timothy M Hughes
- Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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Li D, Mao SS, Budoff MJ. Trabecular bone mineral density as measured by thoracic vertebrae predicts incident hip and vertebral fractures: the multi-ethnic study of atherosclerosis. Osteoporos Int 2024; 35:1061-1068. [PMID: 38519739 DOI: 10.1007/s00198-024-07040-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 02/12/2024] [Indexed: 03/25/2024]
Abstract
We evaluated the relationship of bone mineral density (BMD) by computed tomography (CT), to predict fractures in a multi-ethnic population. We demonstrated that vertebral and hip fractures were more likely in those patients with low BMD. This is one of the first studies to demonstrate that CT BMD derived from thoracic vertebrae can predict future hip and vertebral fractures. PURPOSE/INTRODUCTION Osteoporosis affects an enormous number of patients, of all races and both sexes, and its prevalence increases as the population ages. Few studies have evaluated the association between the vertebral trabecular bone mineral density(vBMD) and osteoporosis-related hip fracture in a multiethnic population, and no studies have demonstrated the predictive value of vBMD for fractures. METHOD We sought to determine the predictive value of QCT-based trabecular vBMD of thoracic vertebrae derived from coronary artery calcium scan for hip fractures in the Multi-Ethnic Study of Atherosclerosis(MESA), a nationwide multicenter cohort included 6814 people from six medical centers across the USA and assess if low bone density by QCT can predict future fractures. Measures were done using trabecular bone measures, adjusted for individual patients, from three consecutive thoracic vertebrae (BDI Inc, Manhattan Beach CA, USA) from non-contrast cardiac CT scans. RESULTS Six thousand eight hundred fourteen MESA baseline participants were included with a mean age of 62.2 ± 10.2 years, and 52.8% were women. The mean thoracic BMD is 162.6 ± 46.8 mg/cm3 (95% CI 161.5, 163.7), and 27.6% of participants (n = 1883) had osteoporosis (T-score 2.5 or lower). Over a median follow-up of 17.4 years, Caucasians have a higher rate of vertebral fractures (6.9%), followed by Blacks (4.4%), Hispanics (3.7%), and Chinese (3.0%). Hip fracture patients had a lower baseline vBMD as measured by QCT than the non-hip fracture group by 13.6 mg/cm3 [P < 0.001]. The same pattern was seen in the vertebral fracture population, where the mean BMD was substantially lower 18.3 mg/cm3 [P < 0.001] than in the non-vertebral fracture population. Notably, the above substantial relationship was unaffected by age, gender, race, BMI, hypertension, current smoking, medication use, or activity. Patients with low trabecular BMD of thoracic vertebrae showed a 1.57-fold greater risk of first hip fracture (HR 1.57, 95% CI 1.38-1.95) and a nearly threefold increased risk of first vertebral fracture (HR 2.93, 95% CI 1.87-4.59) compared to normal BMD patients. CONCLUSION There is significant correlation between thoracic trabecular BMD and the incidence of future hip and vertebral fracture. This study demonstrates that thoracic vertebrae BMD, as measured on cardiac CT (QCT), can predict both hip and vertebral fractures without additional radiation, scanning, or patient burden. Osteopenia and osteoporosis are markedly underdiagnosed. Finding occult disease affords the opportunity to treat the millions of people undergoing CT scans every year for other indications.
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Affiliation(s)
- Dong Li
- Division of Hospital Medicine, Emory School of Medicine, 201 Dowman Dr, Atlanta, GA, 30322, USA
| | - Song Shou Mao
- The Lundquist Institute at Harbor-UCLA Medical Center, 1124 West Carson Street, Torrance, CA, 90502, USA
| | - Matthew J Budoff
- The Lundquist Institute at Harbor-UCLA Medical Center, 1124 West Carson Street, Torrance, CA, 90502, USA.
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Naghavi M, Atlas K, Jaberzadeh A, Zhang C, Manubolu V, Li D, Budoff M. Validation of Opportunistic Artificial Intelligence-Based Bone Mineral Density Measurements in Coronary Artery Calcium Scans. J Am Coll Radiol 2024; 21:624-632. [PMID: 37336431 DOI: 10.1016/j.jacr.2023.05.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 05/17/2023] [Accepted: 05/25/2023] [Indexed: 06/21/2023]
Abstract
BACKGROUND Previously we reported a manual method of measuring thoracic vertebral bone mineral density (BMD) using quantitative CT in noncontrast cardiac CT scans used for coronary artery calcium (CAC) scoring. In this report, we present validation studies of an artificial intelligence-based automated BMD measurement (AutoBMD) that recently received FDA approval as an opportunistic add-on to CAC scans. METHODS A deep learning model was trained to detect vertebral bodies. Subsequently, signal processing techniques were developed to detect intervertebral discs and the trabecular components of the vertebral body. The model was trained using 132 CAC scans comprising 7,649 slices. To validate AutoBMD, we used 5,785 cases of manual BMD measurements previously reported from CAC scans in the Multi-Ethnic Study of Atherosclerosis. RESULTS Mean ± SD for AutoBMD and manual BMD were 166.1 ± 47.9 mg/cc and 163.1 ± 46 mg/cc, respectively (P = .006). Multi-Ethnic Study of Atherosclerosis cases were 47.5% male and 52.5% female, with age 62.2 ± 10.3. A strong correlation was found between AutoBMD and manual measurements (R = 0.85, P < .0001). Accuracy, sensitivity, specificity, positive predictive value and negative predictive value for AutoBMD-based detection of osteoporosis were 99.6%, 96.7%, 97.7%, 99.7% and 99.8%, respectively. AutoBMD averaged 15 seconds per report versus 5.5 min for manual measurements (P < .0001). CONCLUSIONS AutoBMD is an FDA-approved, artificial intelligence-enabled opportunistic tool that reports BMD with Z-scores and T-scores and accurately detects osteoporosis and osteopenia in CAC scans, demonstrating results comparable to manual measurements. No extra cost of scanning and no extra radiation to patients, plus the high prevalence of asymptomatic osteoporosis, make AutoBMD a promising candidate to enhance patient care.
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Affiliation(s)
| | - Kyle Atlas
- American Heart Technologies, Torrance, California
| | | | - Chenyu Zhang
- American Heart Technologies, Torrance, California
| | | | - Dong Li
- The Lundquist Institute, Torrance, California
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Cheneymann A, Therkildsen J, Winther S, Nissen L, Thygesen J, Langdahl BL, Hauge EM, Bøttcher M. Bone Mineral Density Derived from Cardiac CT Scans: Using Contrast Enhanced Scans for Opportunistic Screening. J Clin Densitom 2024; 27:101441. [PMID: 38006641 DOI: 10.1016/j.jocd.2023.101441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 11/01/2023] [Indexed: 11/27/2023]
Abstract
PURPOSE Osteoporosis is under-diagnosed and often co-exists with other diseases. Very low bone mineral density (BMD) indicates risk of osteoporosis and opportunistic screening for low BMD in CT-scans has been suggested. In a non-contrast enhanced thoracic CT scan, the scan-field-of-view includes vertebrae enabling BMD estimation. However, many CT scans are obtained by administration of contrast material. If the impact of contrast enhancement on BMD measurements could be quantified, considerably more patients are eligible for screening. METHODS This study investigated the impact of intravenous contrast on thoracic BMD measurements in cardiac CT scans pre- and post-contrast, including different contrast trigger levels of 130 and 180 Hounsfield units (HU). BMD was measured using quantitative CT with asynchronous calibration. RESULTS In 195 participants undergoing cardiac CT (mean age 57±9 years, 37 % females) contrast increased mean thoracic BMD from 116±33 mg/cm3 (non-enhanced CT) to 130±38 mg/cm3 (contrast-enhanced CT) (p<0.001). Using clinical cut-off values for very low (<80 mg/cm3) and low BMD (<120 mg/cm3) showed that 24 % (47/195 participants) were misclassified when BMD was measured on contrast-enhanced CT-scans. Of the misclassified patients, 6 % (12/195 participants) were categorized as having low BMD despite having very low BMD on the non-enhanced images. Contrast-CT using a higher contrast trigger level showed a significant increase in BMD compared to the lower trigger level (119±32 vs. 135±40 mg/cm3, p<0.01). CONCLUSION For patients undergoing cardiac CT, using contrast-enhanced images to assess BMD entails substantial overestimation. Contrast protocol trigger levels also affect BMD measurements. Adjusting for these factors is needed before contrast-enhanced images can be used clinically. MINI ABSTRACT Osteoporosis is under-diagnosed. Contrast-enhanced CT made to examine other diseases might be utilized simultaneously for bone mineral density (BMD) screening. These scans, however, likely entails overestimation of BMD due to the effect of contrast. Adjusting for this effect is needed before contrast-enhanced images can be implemented clinically for BMD screening.
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Affiliation(s)
| | - Josephine Therkildsen
- Department of Rheumatology, Aarhus University Hospital, Aarhus Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Simon Winther
- Department of Cardiology, Gødstrup Hospital, Herning, Denmark
| | - Louise Nissen
- Department of Cardiology, Gødstrup Hospital, Herning, Denmark
| | - Jesper Thygesen
- Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark
| | - Bente L Langdahl
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Endocrinology, Aarhus University Hospital, Aarhus, Denmark
| | - Ellen-Margrethe Hauge
- Department of Rheumatology, Aarhus University Hospital, Aarhus Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Morten Bøttcher
- Department of Cardiology, Gødstrup Hospital, Herning, Denmark; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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Raggi P, Takyar FM, Gadiyaram V, Zhang C, Stillman AE, Davarpanah AH. Differential effect of atorvastatin and pravastatin on thoracic spine attenuation: A sub-analysis of a randomized clinical trial. Atherosclerosis 2024; 388:117425. [PMID: 38109819 DOI: 10.1016/j.atherosclerosis.2023.117425] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 11/29/2023] [Accepted: 12/07/2023] [Indexed: 12/20/2023]
Abstract
BACKGROUND Statins reduce cardiovascular events and may improve bone mineral density. METHODS We conducted a sub-analysis of a randomized clinical trial that investigated the differential effect of moderate vs intensive low-density lipoprotein cholesterol (LDL-C) lowering therapies on coronary artery calcium (CAC) scores, and used the acquired images to assess the change in radiological attenuation of selected thoracic vertebrae. Baseline and 12-month unenhanced chest CT scans were performed in 420 hyperlipidemic, postmenopausal women randomized to atorvastatin (ATV) 80 mg/day or pravastatin (PRV) 40 mg/day in the Beyond Endorsed Lipid Lowering with Electron Beam Tomography Scanning (BELLES) trial. Bone attenuation was measured in three contiguous thoracic vertebrae at baseline and 12 months. RESULTS There were no differences in baseline demographic and clinical characteristics between treatment arms. The median percent lowering (interquartile range) in LDL-C was significantly greater with ATV than PRV [-53 (-69 to 20)% vs -28 (-55 to 74)%, p < 0.001], although the CAC score change was similar [12 (-63 to 208)% vs 13 (-75 to 358)%; p = 0.44]. At follow-up, the median bone attenuation loss was significantly greater with PRV than with ATV [-2.6 (-27 to 11)% vs 0 (-11 to 25)%; p < 0.001]. The attenuation loss in the PRV group was comparable to that of a historical untreated general population sample. In the entire cohort, the changes in LDL-C and total cholesterol were inversely correlated with bone attenuation change (p < 0.01). In adjusted multivariable linear regression analyses, race and percent change in LDL-C were independent predictors of bone attenuation change. Age, body mass index, history of smoking, diabetes mellitus, hypertension, peripheral vascular disease, or hormone replacement therapy did not affect percent change in BMD. CONCLUSIONS These findings support the hypothesis that there is an interaction between bone and cardiometabolic health and that intensive lipid lowering has a beneficial effect on bone health.
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Affiliation(s)
- Paolo Raggi
- Division of Cardiology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.
| | - Farzin M Takyar
- Endocrine Research Center, Research Institute for Endocrine Sciences, Tehran, Iran
| | - Varuna Gadiyaram
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Chao Zhang
- Pediatric Biostatistics Core, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA; General Dynamics Information Technology, Falls Church, VA, USA
| | - Arthur E Stillman
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA
| | - Amir H Davarpanah
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA.
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Canan A, Ghandour AAH, Saboo SS, Rajiah PS. Opportunistic screening at chest computed tomography: literature review of cardiovascular significance of incidental findings. Cardiovasc Diagn Ther 2023; 13:743-761. [PMID: 37675086 PMCID: PMC10478026 DOI: 10.21037/cdt-23-79] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 07/14/2023] [Indexed: 09/08/2023]
Abstract
Background and Objective Several incidental cardiovascular findings are present in a routine chest computed tomography (CT) scan, many of which do not make it to the final radiology report. However, these findings have important clinical implications, particularly providing prognosis and risk-stratification for future cardiovascular events. The purpose of this article is to review the literature on these incidental cardiovascular findings in a routine chest CT and inform the radiologist on their clinical relevance. Methods A time unlimited review of PubMed and Web of Science was performed by using relevant keywords. Articles in English that involved adults were included. Key Content and Findings Coronary artery calcification (CAC) is the most common incidental cardiac finding detected in a routine chest CT and is a significant predictor of cardiovascular events. Noncoronary vascular calcifications in chest CT include aortic valve, mitral annulus, and thoracic aortic calcifications (TAC). Among these, aortic valve calcification (AVC) has the strongest association with coronary artery disease and cardiovascular events. Additional cardiac findings such as myocardial scar and left ventricular size and noncardiac findings such as thoracic fat, bone density, hepatic steatosis, and breast artery calcifications can also help in risk stratification and patient management. Conclusions The radiologist interpreting a routine chest CT should be cognizant of the incidental cardiovascular findings, which helps in the diagnosis and risk-stratification of cardiovascular disease. This will guide appropriate referral and management.
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Affiliation(s)
- Arzu Canan
- Department of Radiology, UT Southwestern Medical Center, Dallas, TX, USA
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Chen YC, Li YT, Kuo PC, Cheng SJ, Chung YH, Kuo DP, Chen CY. Automatic segmentation and radiomic texture analysis for osteoporosis screening using chest low-dose computed tomography. Eur Radiol 2023; 33:5097-5106. [PMID: 36719495 DOI: 10.1007/s00330-023-09421-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 12/24/2022] [Accepted: 01/01/2023] [Indexed: 02/01/2023]
Abstract
OBJECTIVE This study developed a diagnostic tool combining machine learning (ML) segmentation and radiomic texture analysis (RTA) for bone density screening using chest low-dose computed tomography (LDCT). METHODS A total of 197 patients who underwent LDCT followed by dual-energy X-ray absorptiometry were analyzed. First, an autosegmentation model was trained using LDCT to delineate the thoracic vertebral body (VB). Second, a two-level classifier was developed using radiomic features extracted from VBs for the hierarchical pairwise classification of each patient's bone status. All the patients were initially classified as either normal or abnormal, and all patients with abnormal bone density were then subdivided into an osteopenia group and an osteoporosis group. The performance of the classifier was evaluated through fivefold cross-validation. RESULTS The model for automated VB segmentation achieved a Sorenson-Dice coefficient of 0.87 ± 0.01. Furthermore, the area under the receiver operating characteristic curve scores for the two-level classifier were 0.96 ± 0.01 for detecting abnormal bone density (accuracy = 0.91 ± 0.02; sensitivity = 0.93 ± 0.03; specificity = 0.89 ± 0.03) and 0.98 ± 0.01 for distinguishing osteoporosis (accuracy = 0.94 ± 0.02; sensitivity = 0.95 ± 0.03; specificity = 0.93 ± 0.03). The testing prediction accuracy levels for the first- and second-level classifiers were 0.92 ± 0.04 and 0.94 ± 0.05, respectively. The overall testing prediction accuracy of our method was 0.90 ± 0.05. CONCLUSION The combination of ML segmentation and RTA for automated bone density prediction based on LDCT scans is a feasible approach that could be valuable for osteoporosis screening during lung cancer screening. KEY POINTS • This study developed an automatic diagnostic tool combining machine learning-based segmentation and radiomic texture analysis for bone density screening using chest low-dose computed tomography. • The developed method enables opportunistic screening without quantitative computed tomography or a dedicated phantom. • The developed method could be integrated into the current clinical workflow and used as an adjunct for opportunistic screening or for patients who are ineligible for screening with dual-energy X-ray absorptiometry.
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Affiliation(s)
- Yung-Chieh Chen
- Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Medical Imaging, Taipei Medical University Hospital, Taipei, Taiwan
| | - Yi-Tien Li
- Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Neuroscience Research Center, Taipei Medical University, Taipei, Taiwan
| | - Po-Chih Kuo
- Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Sho-Jen Cheng
- Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Medical Imaging, Taipei Medical University Hospital, Taipei, Taiwan
| | - Yi-Hsiang Chung
- Department of Medical Imaging, Taipei Medical University Hospital, Taipei, Taiwan
| | - Duen-Pang Kuo
- Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, Taiwan.
- Department of Medical Imaging, Taipei Medical University Hospital, Taipei, Taiwan.
| | - Cheng-Yu Chen
- Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Medical Imaging, Taipei Medical University Hospital, Taipei, Taiwan
- Research Center for Artificial Intelligence in Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Radiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Radiology, National Defense Medical Center, Taipei, Taiwan
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Naghavi M, De Oliveira I, Mao SS, Jaberzadeh A, Montoya J, Zhang C, Atlas K, Manubolu V, Montes M, Li D, Atlas T, Reeves A, Henschke C, Yankelevitz D, Budoff M. Opportunistic AI-enabled automated bone mineral density measurements in lung cancer screening and coronary calcium scoring CT scans are equivalent. Eur J Radiol Open 2023; 10:100492. [PMID: 37214544 PMCID: PMC10196960 DOI: 10.1016/j.ejro.2023.100492] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2023] Open
Abstract
Rationale and objectives We previously reported a novel manual method for measuring bone mineral density (BMD) in coronary artery calcium (CAC) scans and validated our method against Dual X-Ray Absorptiometry (DEXA). Furthermore, we have developed and validated an artificial intelligence (AI) based automated BMD (AutoBMD) measurement as an opportunistic add-on to CAC scans that recently received FDA approval. In this report, we present evidence of equivalency between AutoBMD measurements in cardiac vs lung CT scans. Materials and methods AI models were trained using 132 cases with 7649 (3 mm) slices for CAC, and 37 cases with 21918 (0.5 mm) slices for lung scans. To validate AutoBMD against manual measurements, we used 6776 cases of BMD measured manually on CAC scans in the Multi-Ethnic Study of Atherosclerosis (MESA). We then used 165 additional cases from Harbor UCLA Lundquist Institute to compare AutoBMD in patients who underwent both cardiac and lung scans on the same day. Results Mean±SD for age was 69 ± 9.4 years with 52.4% male. AutoBMD in lung and cardiac scans, and manual BMD in cardiac scans were 153.7 ± 43.9, 155.1 ± 44.4, and 163.6 ± 45.3 g/cm3, respectively (p = 0.09). Bland-Altman agreement analysis between AutoBMD lung and cardiac scans resulted in 1.37 g/cm3 mean differences. Pearson correlation coefficient between lung and cardiac AutoBMD was R2 = 0.95 (p < 0.0001). Conclusion Opportunistic BMD measurement using AutoBMD in CAC and lung cancer screening scans is promising and yields similar results. No extra radiation plus the high prevalence of asymptomatic osteoporosis makes AutoBMD an ideal screening tool for osteopenia and osteoporosis in CT scans done for other reasons.
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Affiliation(s)
- Morteza Naghavi
- HeartLung AI Technologies, TMC Innovation, 2450 Holcomb Blvd, Houston, TX 77021
| | - Isabel De Oliveira
- HeartLung AI Technologies, TMC Innovation, 2450 Holcomb Blvd, Houston, TX 77021
| | - Song Shou Mao
- Lundquist Institute, Harbor UCLA Medical Center, 1124 W Carson St, Torrance, CA 90502, USA
| | | | - Juan Montoya
- HeartLung AI Technologies, TMC Innovation, 2450 Holcomb Blvd, Houston, TX 77021
| | - Chenyu Zhang
- HeartLung AI Technologies, TMC Innovation, 2450 Holcomb Blvd, Houston, TX 77021
| | - Kyle Atlas
- HeartLung AI Technologies, TMC Innovation, 2450 Holcomb Blvd, Houston, TX 77021
| | - Venkat Manubolu
- Lundquist Institute, Harbor UCLA Medical Center, 1124 W Carson St, Torrance, CA 90502, USA
| | - Marlon Montes
- HeartLung AI Technologies, TMC Innovation, 2450 Holcomb Blvd, Houston, TX 77021
| | - Dong Li
- Emory University, 201 Dowman Dr, Atlanta, GA 30322, USA
| | - Thomas Atlas
- HeartLung AI Technologies, TMC Innovation, 2450 Holcomb Blvd, Houston, TX 77021
| | | | | | | | - Matthew Budoff
- Lundquist Institute, Harbor UCLA Medical Center, 1124 W Carson St, Torrance, CA 90502, USA
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10
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Manubolu VS, Mao S, Kinninger A, Dahal S, Ahmad K, Havistin R, Gao Y, Dailing C, Carr JJ, Roy SK, Budoff MJ. Association between coronary artery calcium and thoracic spine bone mineral density: Multiethnic Study of Atherosclerosis (MESA). Nutr Metab Cardiovasc Dis 2023; 33:532-540. [PMID: 36642601 PMCID: PMC9974807 DOI: 10.1016/j.numecd.2022.12.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 12/04/2022] [Accepted: 12/11/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND AND AIMS Previously, osteoporosis and coronary artery disease were considered unrelated. However, beyond age, these two conditions appear to share common etiologies that are not yet fully understood. We examined the relationship between thoracic spine bone mineral density (BMD) and severity of coronary artery calcium (CAC) score. METHODS AND RESULTS MESA is a prospective cohort study of 6814 men and women between the ages of 45 and 84 years, without clinical cardiovascular disease. This study included participants who underwent non-contrast chest CT scans to determine CAC score and thoracic spine BMD. The thoracic spine BMD was categorized into osteoporosis (defined as T score: ≤ -2.5), osteopenia (T-score between: -2.5 and -1) and normal BMD (T-score ≥ -1). There were 3392 subjects who had CAC >0 at baseline. The prevalence of CAC >0 was 36% in normal BMD group, 49% in the osteopenia and 68% in osteoporosis group. After adjusting for risk factors of atherosclerosis, in multivariate regression models we found a significant association between CAC and osteoporosis (OR: 1.40, 95% CI 1.16-1.69, p value < 0.0004). Furthermore, we stratified our results by gender and found a statistically significant association in both men and women. CONCLUSION Results from this cross-sectional analysis of a large population based ethnically diverse cohort indicate a significant inverse relationship between thoracic BMD and CAC in both genders independent of other cardiovascular risk factors. Future studies need to explore the underlying pathophysiological mechanisms relating BMD and coronary artery calcification.
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Affiliation(s)
| | - Song Mao
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - April Kinninger
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Suraj Dahal
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Khadije Ahmad
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Ruby Havistin
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Yanlin Gao
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Chris Dailing
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - J Jeffrey Carr
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Sion K Roy
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Matthew J Budoff
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, CA, USA
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11
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Kumar P, Bhatia M. Coronary Artery Calcium Data and Reporting System (CAC-DRS): A Primer. J Cardiovasc Imaging 2023; 31:1-17. [PMID: 36693339 PMCID: PMC9880346 DOI: 10.4250/jcvi.2022.0029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 04/23/2022] [Accepted: 06/06/2022] [Indexed: 01/26/2023] Open
Abstract
The Coronary Artery Calcium Data and Reporting System (CAC-DRS) is a standardized reporting method for calcium scoring on computed tomography. CAC-DRS is applied on a per-patient basis and represents the total calcium score with the number of vessels involved. There are 4 risk categories ranging from CAC-DRS 0 to CAC-DRS 3. CAC-DRS also provides risk prediction and treatment recommendations for each category. The main strengths of CAC-DRS include a detailed and meaningful representation of CAC, improved communication between physicians, risk stratification, appropriate treatment recommendations, and uniform data collection, which provides a framework for education and research. The major limitations of CAC-DRS include a few missing components, an overly simple visual approach without any standard reference, and treatment recommendations lacking a basis in clinical trials. This consistent yet straightforward method has the potential to systemize CAC scoring in both gated and non-gated scans.
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Affiliation(s)
- Parveen Kumar
- Department of Radiodiagnosis & Imaging, Fortis Escort Heart Institute, New Delhi, India
| | - Mona Bhatia
- Department of Radiodiagnosis & Imaging, Fortis Escort Heart Institute, New Delhi, India
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12
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Massera D, Buzkova P, Bortnick AE, Owens DS, Mao S, Li D, De Boer IH, Kestenbaum BR, Budoff MJ, Kizer JR. Bone mineral density and long-term progression of aortic valve and mitral annular calcification: The Multi-Ethnic Study of Atherosclerosis. Atherosclerosis 2021; 335:126-134. [PMID: 34511241 DOI: 10.1016/j.atherosclerosis.2021.08.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 08/12/2021] [Accepted: 08/18/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND AIMS Bone and mineral metabolism has been implicated in the pathophysiology of cardiac valve calcification. Whether bone demineralization, a common aging-related disorder, promotes calcific valve disease remains uncertain. We tested the hypothesis that low bone mineral density (BMD) is associated with greater incidence/progression of cardiac valve calcification in the Multi-Ethnic Study of Atherosclerosis. METHODS Using linear mixed-effects models, we related baseline measurement of BMD of the thoracic vertebrae by computed tomography (CT) in 6768 participants to serial CT assessments of aortic valve calcification (AVC) and mitral annular calcification (MAC) obtained over a >10-year period. RESULTS After multivariable adjustment, lower BMD (per SD decrement) was associated with accelerated increase in AVC over time in women (0.76 [95% CI 0.42,1.09] Agatston -units [AU]/year) and men (1.41 [95% CI 0.48,2.33] AU/year), as well as for MAC in women (3.22 [95% CI 1.16,5.28] AU/year) and men (3.59 [95% CI 2.09,5.09] AU/year). Significant effect modification was observed, with more pronounced BMD-related acceleration of AVC and MAC progression in older or white participants of one or both sexes, as well as by estimated glomerular filtration rate, though the latter differed by sex for AVC and MAC. CONCLUSIONS In this multi-ethnic cohort, low thoracic BMD was significantly, but modestly, associated with increased AVC and MAC progression. This suggests that altered bone mineral metabolism does not have a major impact on calcific valve disease in the general population, but the possibility of a more meaningful influence in higher-risk individuals with osteoporosis will require further investigation.
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Affiliation(s)
- Daniele Massera
- Leon H. Charney Division of Cardiology, NYU Grossman School of Medicine, New York, NY, USA.
| | - Petra Buzkova
- Department of Biostatistics, University of Washington, Seattle, WA, USA.
| | - Anna E Bortnick
- Divisions of Cardiology and Geriatrics, Montefiore Medical Center, Bronx, NY, USA.
| | - David S Owens
- Division of Cardiology, University of Washington, Seattle, WA, USA.
| | - SongShou Mao
- Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA, USA.
| | - Dong Li
- Division of Hospital Medicine, Emory University, Atlanta, GA, USA.
| | - Ian H De Boer
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington, Seattle, WA, USA.
| | - Bryan R Kestenbaum
- Division of Nephrology and Kidney Research Institute, Department of Medicine, University of Washington, Seattle, WA, USA.
| | - Matthew J Budoff
- Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, CA, USA.
| | - Jorge R Kizer
- Cardiology Section, San Francisco Veterans Affairs Health Care System, and Department of Medicine, University of California San Francisco, San Francisco, CA, USA; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA.
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13
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Ahmad K, Budoff MJ, Delaney JA, Mao S, Gao Y, Nasir K, Tracy R, Li D. Association of Aspirin and Other Nonsteroidal Anti-inflammatory Drugs With Vertebral Trabecular Bone: Data From Multiethnic Study of Atherosclerosis, a Population-Based Multicenter Cohort Study. J Comput Assist Tomogr 2020; 44:562-568. [PMID: 32697527 DOI: 10.1097/rct.0000000000001022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE The objective of this article was to study the association of aspirin and other nonsteroidal anti-inflammatory drugs (NSAIDs) with bone mineral density (BMD). METHODS Spine BMD was evaluated in a subset of 2028 participants from the Multiethnic Study of Atherosclerosis cohort who were NSAID users (including aspirin) and underwent both lumbar and thoracic imaging. Multiethnic Study of Atherosclerosis is a prospective cohort study that includes 4 ethnic groups (white, Asian, African American, and Hispanic). Trabecular BMD was evaluated by quantitative computed tomography based on cardiac computed tomography images, which were obtained during coronary calcium scans. The analyses were cross sectional using baseline examination data for exposure and outcomes. RESULTS After adjustment for potential confounders including age, sex, race, and traditional cardiovascular risk factors, a small association between trabecular BMD and baseline use of COX-2-selective NSAID was observed. COX-2-selective NSAID use was associated with 7.4 mg/cm (95% confidence interval [CI], 1.6-13.3; P = 0. 013) higher trabecular BMD in thoracic spine and 10.6 mg/cm higher at lumbar spine (95% CI, 5.1-16.1; P < 0.001). Among regular aspirin users, there was no association between drug use and trabecular BMD. Considering all spine fractures together, the prevalence ratio of fractures among aspirin users was 1.0 (95% CI, 0.6-1.6) and 1.1 (95% CI, 0.5-2.3) among COX-2-selective NSAID users. CONCLUSIONS Regular use of aspirin has no significant association with trabecular BMD in either the thoracic or lumbar spine and no association with fracture prevalence. COX-2-selective NSAIDs may have modest positive association with BMD, but the mechanisms were not assessed and the observational study design makes residual confounding a possible alternate explanation. Potential pathological mechanisms warrant further longitudinal exploration.
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Affiliation(s)
- Khadije Ahmad
- From the Department of Medicine, Division of Cardiology, The Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA
| | - Matthew J Budoff
- From the Department of Medicine, Division of Cardiology, The Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA
| | | | - SongShou Mao
- From the Department of Medicine, Division of Cardiology, The Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA
| | - Yanlin Gao
- From the Department of Medicine, Division of Cardiology, The Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA
| | - Khurram Nasir
- Department of Medicine, Population Health and Health Systems Research, Center for Outcomes Research and Evaluation, Yale University, Houston Methodist, Houston TX
| | - Russell Tracy
- Department of Pathology, The Robert Larner, M.D. College of Medicine, The University of Vermont, Burlington VT
| | - Dong Li
- From the Department of Medicine, Division of Cardiology, The Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA
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14
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Therkildsen J, Nissen L, Jørgensen HS, Thygesen J, Ivarsen P, Frost L, Isaksen C, Langdahl BL, Hauge EM, Boettcher M, Winther S. Thoracic Bone Mineral Density Derived from Cardiac CT Is Associated with Greater Fracture Rate. Radiology 2020; 296:499-508. [PMID: 32662758 DOI: 10.1148/radiol.2020192706] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Background Osteoporosis is a prevalent, under-diagnosed, and treatable disease associated with increased fracture risk. Bone mineral density (BMD) derived from cardiac CT may be used to determine fracture rate. Purpose To assess the association between fracture rate and thoracic BMD derived from cardiac CT. Materials and Methods This prospective cohort study included consecutive participants referred for cardiac CT for evaluation of ischemic heart disease between September 2014 and March 2016. End of follow-up was June 30, 2018. In all participants, volumetric BMD of three thoracic vertebrae was measured by using quantitative CT software. The primary and secondary outcomes were any incident fracture and any incident osteoporosis-related fracture registered in the National Patient Registry, respectively. Hazard ratios were assessed by using BMD categorized as very low (<80 mg/cm3), low (80-120 mg/cm3), or normal (>120 mg/cm3). The study is registered at ClinicalTrials.gov (identifier: NCT02264717). Results In total, 1487 participants (mean age, 57 years ± 9; age range, 40-80 years; 52.5% women) were included, of whom 179 (12.0%) had very low BMD. During follow-up (median follow-up, 3.1 years; interquartile range, 2.7-3.4 years; range, 0.2-3.8 years), 80 of 1487 (5.3%) participants were diagnosed with an incident fracture and in 31 of 80 participants, the fracture was osteoporosis related. In unadjusted Cox regressions analyses, very low BMD was association with a greater rate of any fracture (hazard ratio, 2.6; 95% confidence interval [CI]: 1.4, 4.7; P = .002) and any osteoporosis-related fracture (hazard ratio, 8.1; 95% CI: 2.4, 26.7; P = .001) compared with normal BMD. After adjusting for age and sex, very low BMD remained associated with any fracture (hazard ratio, 2.1; 95% CI: 1.1, 4.2) and any osteoporosis-related fracture (hazard ratio, 4.0; 95% CI: 1.1, 14.6). Conclusion Routine cardiac CT can be used to help measure thoracic bone mineral density (BMD) to identify individuals who have low BMD and a greater fracture rate. © RSNA, 2020 Online supplemental material is available for this article. See also the editorial by Bredella in this issue.
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Affiliation(s)
- Josephine Therkildsen
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Louise Nissen
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Hanne S Jørgensen
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Jesper Thygesen
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Per Ivarsen
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Lars Frost
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Christin Isaksen
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Bente L Langdahl
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Ellen-Margrethe Hauge
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Morten Boettcher
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
| | - Simon Winther
- From the Department of Cardiology, Hospital Unit West, Gl.landevej 61, Herning 7400, Denmark (J. Therkildsen, L.N., M.B., S.W.); Laboratory of Nephrology, Department of Immunology and Microbiology, KU Leuven-University of Leuven, Belgium (H.S.J.); Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark (J. Thygesen); Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark (P.I.); Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, and Department of Clinical Medicine, Aarhus University, Aarhus, Denmark (L.F.); Department of Radiology, Regional Hospital of Silkeborg, Silkeborg, Denmark (C.I.); Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark (B.L.L.); Department of Rheumatology, Aarhus University Hospital, and Department of Clinical Medicine, Aarhus University, Denmark (E.M.H., H.S.J.); and Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark (S.W.)
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15
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Therkildsen J, Winther S, Nissen L, Jørgensen HS, Thygesen J, Ivarsen P, Frost L, Langdahl BL, Hauge EM, Böttcher M. Feasibility of Opportunistic Screening for Low Thoracic Bone Mineral Density in Patients Referred for Routine Cardiac CT. J Clin Densitom 2020; 23:117-127. [PMID: 30665819 DOI: 10.1016/j.jocd.2018.12.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 12/11/2018] [Accepted: 12/11/2018] [Indexed: 12/01/2022]
Abstract
Despite being a frequent and treatable disease, osteoporosis remains under-diagnosed worldwide. Our study aim was to characterize the bone mineral density (BMD) status in a group of patients with symptoms suggestive of coronary artery disease (CAD) with low/intermediate risk profile undergoing routine cardiac computed tomography (CT) to rule out CAD. This cross-sectional study used prospectively acquired data from a large consecutively included cohort. Participants were referred for cardiac CT based on symptoms of CAD. Quantitative CT (QCT) dedicated software was used to obtain BMD measurements in 3 vertebrae starting from the level of the left main coronary artery. We used the American College of Radiology cut-off values for lumbar spine QCT to categorize patients into very low (<80 mg/cm3), low (80-120 mg/cm3), or normal BMD (>120 mg/cm3). Analyses included 1487 patients. Mean age was 57 years (range 40-80), and 52% were women. The number of patients with very low BMD was 105 women (14%, 105/773) and 74 men (10%, 74/714). The majority of patients with very low BMD was not previously diagnosed with osteoporosis (87%) and received no anti-osteoporotic treatment (90%). Opportunistic screening in patients referred for cardiac CT revealed a substantial number of patients with very low BMD. The majority of these patients was not previously diagnosed with osteoporosis and received no anti-osteoporotic treatment. Identification of these patients could facilitate initiation of anti-osteoporotic treatment and reduce the occurrence of osteoporosis-related complications.
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Affiliation(s)
| | - Simon Winther
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Louise Nissen
- Department of Cardiology, Hospital Unit West, Herning, Denmark
| | - Hanne S Jørgensen
- Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark
| | - Jesper Thygesen
- Department of Clinical Engineering, Aarhus University Hospital, Aarhus, Denmark
| | - Per Ivarsen
- Department of Nephrology, Aarhus University Hospital, Aarhus, Denmark
| | - Lars Frost
- Department of Cardiology, Regional Hospital of Silkeborg, Silkeborg, Denmark
| | - Bente L Langdahl
- Departments of Endocrinology and Internal Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Ellen-Margrethe Hauge
- Department of Rheumatology, Aarhus University Hospital, Aarhus, Denmark; Department of Clinical Medicine, Aarhus University, Denmark
| | - Morten Böttcher
- Department of Cardiology, Hospital Unit West, Herning, Denmark
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Hecht HS, Blaha MJ, Kazerooni EA, Cury RC, Budoff M, Leipsic J, Shaw L. CAC-DRS: Coronary Artery Calcium Data and Reporting System. An expert consensus document of the Society of Cardiovascular Computed Tomography (SCCT). J Cardiovasc Comput Tomogr 2018; 12:185-191. [PMID: 29793848 DOI: 10.1016/j.jcct.2018.03.008] [Citation(s) in RCA: 151] [Impact Index Per Article: 25.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2018] [Accepted: 03/29/2018] [Indexed: 02/07/2023]
Abstract
The goal of CAC-DRS: Coronary Artery Calcium Data and Reporting System is to create a standardized method to communicate findings of CAC scanning on all noncontrast CT scans, irrespective of the indication, in order to facilitate clinical decision-making, with recommendations for subsequent patient management. The CAC-DRS classification is applied on a per-patient basis and represents the total calcium score and the number of involved arteries. General recommendations are provided for further management of patients with different degrees of calcified plaque burden based on CAC-DRS classification. In addition, CAC-DRS will provide a framework of standardization that may benefit quality assurance and tracking patient outcomes with the potential to ultimately result in improved quality of care.
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Affiliation(s)
- Harvey S Hecht
- Division of Cardiology, Icahn School of Medicine at Mount Sinai, and Mount Sinai St. Luke's Medical Center, New York, NY, United States.
| | - Michael J Blaha
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, United States
| | - Ella A Kazerooni
- Division of Radiology, University of Michigan Medical Center, Ann Arbor, MI 48109, United States
| | - Ricardo C Cury
- Miami Cardiac and Vascular Institute, Baptist Hospital of Miami, 8900 N Kendall Drive, Miami, FL 33176, United States
| | - Matt Budoff
- Division of Cardiology, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, CA, United States
| | - Jonathon Leipsic
- Department of Medicine and Radiology, University of British Columbia, Vancouver, Canada
| | - Leslee Shaw
- Department of Medicine, Emory University School of Medicine, Atlanta, GA, United States
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Mao SS, Li D, Syed YS, Gao Y, Luo Y, Flores F, Child J, Cervantes M, Kalantar-Zadeh K, Budoff MJ. Thoracic Quantitative Computed Tomography (QCT) Can Sensitively Monitor Bone Mineral Metabolism: Comparison of Thoracic QCT vs Lumbar QCT and Dual-energy X-ray Absorptiometry in Detection of Age-relative Change in Bone Mineral Density. Acad Radiol 2017; 24:1582-1587. [PMID: 28844601 DOI: 10.1016/j.acra.2017.06.013] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Revised: 06/10/2017] [Accepted: 06/12/2017] [Indexed: 11/16/2022]
Abstract
RATIONALE AND OBJECTIVE Sensitive detection of bone mineral density (BMD) change is a key issue to monitor and evaluate the individual bone health status, as well as bone metabolism and bone mineral status. The ability to use thoracic quantitative computed tomography (QCT) to detect the annual change of BMD remains unclear. We aimed to investigate the sensitivity in detecting age-related bone mineral loss using the thoracic QCT from the electrocardiographically gated heart scans in comparison to whole-body dual-energy X-ray absorptiometry (DXA) and standard lumbar QCT. MATERIALS AND METHODS A total of 121 asymptomatic patients' imaging data, including DXA whole body scan, cardiac CT scan, and abdomen scans were analyzed. The BMD of the thoracolumbar spine, upper, and lower extremities were measured using QCT and DXA, respectively. The age-related annual rate of bone density loss was computed and compared to the thoracic and lumbar QCT, as well DXA measures. RESULTS The age-related annual rate of bone loss with QCT was -0.70 mg/mL3 (-0.75%/y) in women, -0.83 mg/mL3 (-0.86%/y) in men in the thoracic and the lumbar trabecular QCT, respectively. Compared to the QCT, DXA demonstrates a lower annual rate of bone loss in the area of BMD measurement (P < .05 in all, excluding legs of women) in -0.45, -0.42, -0.67, and -0.46 in women, in -0.32, -0.02, -0.12, and -0.08 in men for thoracic, lumbar, leg, and arm, respectively. CONCLUSION We conclude that the thoracic and the lumbar QCT provide a similar and more sensitive method for detecting bone mineral loss when compared to DXA.
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Affiliation(s)
- Song Shou Mao
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502
| | - Dong Li
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502.
| | - Younus Saleem Syed
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502
| | - Yanlin Gao
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502
| | - Yanting Luo
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502
| | - Ferdinand Flores
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502
| | - Janis Child
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502
| | - MacKenzie Cervantes
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502
| | - Kamyar Kalantar-Zadeh
- Division of Nephrology and Hypertension, UC Irvine Medical Center, Irvine, California
| | - Matthew J Budoff
- Department of Cardiology, Los Angeles Biomedical Research Institute, 1124 W Carson Street, Torrance, CA 90502
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Grant M, Turner ME, Murray-Guenther J, Anastassiades T, Hopman WM, Adams SM, Jeronimo P, Nolan R, Adams MA, Holden RM. A novel quantitative approach to the measurement of abdominal aortic calcification as applied to the Canadian Multicenter Osteoporosis Study (CaMOS). Bone 2017; 97:201-208. [PMID: 28111356 DOI: 10.1016/j.bone.2017.01.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 01/18/2017] [Accepted: 01/18/2017] [Indexed: 11/27/2022]
Abstract
BACKGROUND AND AIMS Lateral spine radiographs provide an inexpensive resource for characterizing abdominal aortic calcification (AAC). A widely accepted measurement of AAC is the semi-quantitative technique generated by the Framingham Heart Study (F-AAC-24). We sought to develop an analytical method to quantify ACC (QAAC) on lateral spine radiographs and compare the finding to conventional subjective measurements. METHODS Severity of AAC was quantified by measuring pixel intensities in the user-defined region of the aorta with internal standardization to the vertebral endplates and background calibration to the density of the vertebral body. The association between bone mineral density (BMD) measured by dual energy X-ray absorptiometry (DXA) and AAC measured by QAAC, F-AAC-24 and a modified Framingham score (F-AAC-12) was determined in 110 participants of the Canadian Multicenter Osteoporosis Study (CaMOS). RESULTS The inter-observer reliability for the QAAC was slightly higher than with the visual and semi-quantitative Framingham method and the pseudo-colored images illustrate the potential to meaningfully resolve severity of calcification. There was a significant negative association between QAAC and BMD measures of the hip and spine. This association remained significant after adjustment for age, sex, estimated glomerular filtration rate, phosphate and hypertension. Significant predictors of F-ACC-12 and 24 included age and hypertension. CONCLUSIONS The QAAC is a reproducible approach to measuring AAC. Whether it is capable of monitoring subtle calcific changes over time requires further study. This technique could be applied to large studies that seek to determine the impact of interventions that modify bone density as a treatment for vascular calcification and cardiovascular disease in the general population.
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Affiliation(s)
- Mark Grant
- Department of Biomedical and Molecular Science, Queen's University, Kingston, ON, Canada
| | - Mandy E Turner
- Department of Biomedical and Molecular Science, Queen's University, Kingston, ON, Canada
| | - Jeremy Murray-Guenther
- Department of Biomedical and Molecular Science, Queen's University, Kingston, ON, Canada
| | | | - Wilma M Hopman
- Clinical Research Centre, Kingston General Hospital, Department of Public Health Sciences, Queen's University, Kingston, ON, Canada
| | - Stephen M Adams
- Department of Biomedical and Molecular Science, Queen's University, Kingston, ON, Canada
| | - Paul Jeronimo
- Department of Biomedical and Molecular Science, Queen's University, Kingston, ON, Canada
| | - Robert Nolan
- Department of Radiology, Queen's University, Kingston, ON, Canada
| | - Michael A Adams
- Department of Biomedical and Molecular Science, Queen's University, Kingston, ON, Canada
| | - Rachel M Holden
- Department of Biomedical and Molecular Science, Queen's University, Kingston, ON, Canada; Department of Medicine, Queen's University, Kingston, ON, Canada.
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Routine Coronary Calcium Scan Can Precisely Measure Vertebral Bone Density Without a Quantitative Calibration Phantom. J Comput Assist Tomogr 2016; 40:126-30. [PMID: 26529677 DOI: 10.1097/rct.0000000000000330] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
OBJECTIVE We aimed to assess accuracy and precision of quantitative computed tomography (QCT) and phantomless in thoracic bone mineral density (BMD) assessment using coronary artery calcium scan (CACS). METHODS A total of 513 subjects underwent CACS with a calibration phantom. The thoracic spine BMD and concentration of calcium hydroxyapatite in phantom rods, as well CT Hounsfield unit of both, were measured. The thoracic BMD and phantom-rods calcium concentration were obtained using phantomless. The accuracy and precision error of QCT and phantomless were compared. RESULTS The mean biases from true calcium concentration of phantom rods were 2.9% and 3.8% for the QCT and phantomless, respectively (P < 0.001). The biases of thoracic BMD from QCT by phantomless were 3.8% with a similar precision error in both methods. CONCLUSIONS The thoracic BMD can be assessed accurately and precisely using QCT and phantomless with a routine CACS.
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Mao SS, Li D, Luo Y, Syed YS, Budoff MJ. Application of quantitative computed tomography for assessment of trabecular bone mineral density, microarchitecture and mechanical property. Clin Imaging 2016; 40:330-8. [DOI: 10.1016/j.clinimag.2015.09.016] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Revised: 07/17/2015] [Accepted: 09/10/2015] [Indexed: 12/17/2022]
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Bansal N, Katz R, de Boer IH, Kestenbaum B, Siscovick DS, Hoofnagle AN, Tracy R, Laughlin GA, Criqui MH, Budoff MJ, Li D, Ix JH. Influence of estrogen therapy on calcium, phosphorus, and other regulatory hormones in postmenopausal women: the MESA study. J Clin Endocrinol Metab 2013; 98:4890-8. [PMID: 24092825 PMCID: PMC3849680 DOI: 10.1210/jc.2013-2286] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Estrogen therapy (ET) is associated with lower serum calcium and phosphorus concentrations and is known to increase bone mineral density (BMD). Other biomarkers of mineral metabolism may help understand the biological basis of these actions. METHODS We studied 2767 postmenopausal women in the Multi-Ethnic Study of Atherosclerosis, 862 (31%) of whom were using ET. We measured serum concentrations of calcium, phosphorus, 25-hydroxyvitamin D, 24,25-dihydoxyvitamin D, and fibroblast growth factor-23 and urinary fractional excretion of calcium (FEca) and phosphorus (FEphos). We examined the associations of ET with each biomarker. In addition, we tested whether the adjustment for biomarkers attenuated the association of ET with lumbar BMD measured by abdominal computed tomography in a subset of 810 women. RESULTS In adjusted models, women who used ET were younger in age [62 (SD 8) vs 66 (9) y, P < .001], had lower mean serum calcium [-13 mg/dL (95% confidence interval [CI] -0.17, -0.10), P < .001] and lower FEca [-0.15% (95% CI -0.21, -0.09), P < .001]. Mean serum phosphorus was lower [-0.19 mg/dL (95% CI -0.23, -0.15), P < .001] and FEphos [0.56% (95% CI 0.16, 0.96), P = .007] was higher in women on ET. Mean 25-hydroxyvitamin D and 24,25-dihydroxyvitamin D were higher [1.52 ng/dL (95% CI 0.57, 2.47), P = .002, and 0.26 ng/mL (95% CI 0.03, 0.48), P = .03, respectively] in women who used ET. Mean PTH and fibroblast growth factor-23 did not differ significantly by the use of ET. ET use was strongly associated with higher lumbar BMD [12.75 mg/cm³ (95% CI 7.77-17.73), P < .001]; however, mineral metabolism measures did not meaningfully alter this association. CONCLUSIONS In a multiethnic cohort of postmenopausal women, ET use was associated with lower serum calcium, lower FEca, lower serum phosphorus, and higher FEphos, suggesting these associations are attributable to increased calcium intake into bone and increased urinary phosphorus excretion. ET use was also associated with greater concentrations of vitamin D metabolites. ET-associated differences in these mineral metabolism measures did not meaningfully attenuate the strong association between ET use and lumbar BMD.
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Affiliation(s)
- Nisha Bansal
- MD, MAS, Kidney Research Institute, University of Washington, 908 Jefferson Street, Third Floor, Seattle, WA 98104.
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