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Schousboe JT, Lewis JR, Monchka BA, Reid SB, Davidson MJ, Kimelman D, Jozani MJ, Smith C, Sim M, Gilani SZ, Suter D, Leslie WD. Simultaneous automated ascertainment of prevalent vertebral fracture and abdominal aortic calcification in clinical practice: role in fracture risk assessment. J Bone Miner Res 2024; 39:898-905. [PMID: 38699950 DOI: 10.1093/jbmr/zjae066] [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: 01/20/2024] [Revised: 04/08/2024] [Accepted: 05/01/2024] [Indexed: 05/05/2024]
Abstract
Whether simultaneous automated ascertainments of prevalent vertebral fracture (auto-PVFx) and abdominal aortic calcification (auto-AAC) on vertebral fracture assessment (VFA) lateral spine bone density (BMD) images jointly predict incident fractures in routine clinical practice is unclear. We estimated the independent associations of auto-PVFx and auto-AAC primarily with incident major osteoporotic and secondarily with incident hip and any clinical fractures in 11 013 individuals (mean [SD] age 75.8 [6.8] years, 93.3% female) who had a BMD test combined with VFA between March 2010 and December 2017. Auto-PVFx and auto-AAC were ascertained using convolutional neural networks (CNNs). Proportional hazards models were used to estimate the associations of auto-PVFx and auto-AAC with incident fractures over a mean (SD) follow-up of 3.7 (2.2) years, adjusted for each other and other risk factors. At baseline, 17% (n = 1881) had auto-PVFx and 27% (n = 2974) had a high level of auto-AAC (≥ 6 on scale of 0 to 24). Multivariable-adjusted hazard ratios (HR) for incident major osteoporotic fracture (95% CI) were 1.85 (1.59, 2.15) for those with compared with those without auto-PVFx, and 1.36 (1.14, 1.62) for those with high compared with low auto-AAC. The multivariable-adjusted HRs for incident hip fracture were 1.62 (95% CI, 1.26 to 2.07) for those with compared to those without auto-PVFx, and 1.55 (95% CI, 1.15 to 2.09) for those high auto-AAC compared with low auto-AAC. The 5-year cumulative incidence of major osteoporotic fracture was 7.1% in those with no auto-PVFx and low auto-AAC, 10.1% in those with no auto-PVFx and high auto-AAC, 13.4% in those with auto-PVFx and low auto-AAC, and 18.0% in those with auto-PVFx and high auto-AAC. While physician manual review of images in clinical practice will still be needed to confirm image quality and provide clinical context for interpretation, simultaneous automated ascertainment of auto-PVFx and auto-AAC can aid fracture risk assessment.
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Affiliation(s)
- John T Schousboe
- Department of Rheumatology, Park Nicollet Clinic and HealthPartners Institute, Minneapolis MN 55416, United States
- Division of Health Policy and Management, University of Minnesota, Minneapolis, MN 55455, United States
| | - Joshua R Lewis
- Nutrition & Health Innovation Research Institute, Edith Cowan University, Joondalup 6027, Australia
- Medical School, University of Western Australia, Perth 6009, Australia
- Centre for Kidney Research, School of Public Health, The University of Sydney, Sydney 2006, Australia
| | - Barret A Monchka
- George & Fay Yee Centre for Healthcare Innovation, University of Manitoba, Winnipeg R3T 2N2, Canada
| | - Siobhan B Reid
- Department of Computer Science, Concordia University, Montreal H4B 1R6, Canada
| | - Michael J Davidson
- Department of Medicine, University of Manitoba, Winnipeg R3T 2N2, Canada
| | - Douglas Kimelman
- Department of Medicine, University of Manitoba, Winnipeg R3T 2N2, Canada
| | | | - Cassandra Smith
- Nutrition & Health Innovation Research Institute, Edith Cowan University, Joondalup 6027, Australia
- Medical School, University of Western Australia, Perth 6009, Australia
| | - Marc Sim
- Nutrition & Health Innovation Research Institute, Edith Cowan University, Joondalup 6027, Australia
- Medical School, University of Western Australia, Perth 6009, Australia
| | - Syed Zulqarnain Gilani
- Nutrition & Health Innovation Research Institute, Edith Cowan University, Joondalup 6027, Australia
- Centre for AI & ML, School of Science, Edith Cowan University, Joondalup 6027, Australia
- Department of Computer Science and Software Engineering, University of Western Australia, Perth 6009, Australia
| | - David Suter
- Nutrition & Health Innovation Research Institute, Edith Cowan University, Joondalup 6027, Australia
| | - William D Leslie
- Department of Medicine, University of Manitoba, Winnipeg R3T 2N2, Canada
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Lee JH, Lee H, Gong HS. Spinal Sagittal Imbalance is Associated with Vertebral Fracture without a Definite History of Falls: Cross-Sectional, Comparative Study of Cohort with and without a Distal Radius Fracture. J Bone Metab 2023; 30:339-346. [PMID: 38073267 PMCID: PMC10721377 DOI: 10.11005/jbm.2023.30.4.339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 10/11/2023] [Accepted: 10/18/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Treating osteoporosis in patients with a distal radius fracture (DRF) became paramount at the Fracture Liaison Service. Spinal sagittal imbalance emerged as a risk factor for subsequent fractures. Therefore, here we investigated the spinal profile of patients with DRF to investigate its association with a history of falls and prevalent vertebral fractures. METHODS We reviewed the cases of 162 women presenting with DRF and 162 age-matched women without fracture who underwent an osteoporosis evaluation including bone mineral density (BMD) and lateral spine imaging. We compared the incidence of prevalent vertebral fracture and sagittal vertical axis (SVA) to measure spinal sagittal imbalance. We also performed a regression analysis of the risks of prevalent vertebral fracture, such as age, body mass index (BMI), BMD, and SVA. RESULTS The SVA was significantly smaller (indicating more stable sagittal balance) in patients with a DRF versus controls (16 mm vs. 34 mm, respectively; p<0.001). The incidence of a prevalent vertebral fracture was similar between groups (12% vs. 15%, respectively; p=0.332). In both groups, the SVA was significantly greater in those with versus without a vertebral fracture. The vertebral fracture was significantly associated with age and SVA but not BMI or spinal BMD. CONCLUSIONS Spinal sagittal balance was superior in DRF patients, yet the frequency of prevalent vertebral fractures was similar. The identification of this unique spinal profile in patients with DRF may increase our understanding of osteoporotic fractures.
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Affiliation(s)
- Jeong Hyun Lee
- Department of Orthopedic Surgery, Seoul National University College of Medicine, Seoul,
Korea
- Department of Orthopedic Surgery, Armed Forces Capital Hospital, Seoul,
Korea
| | - Hansang Lee
- Department of Orthopedic Surgery, Seoul National University Bundang Hospital, Seongnam,
Korea
| | - Hyun Sik Gong
- Department of Orthopedic Surgery, Seoul National University College of Medicine, Seoul,
Korea
- Department of Orthopedic Surgery, Seoul National University Bundang Hospital, Seongnam,
Korea
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Gebre AK, Lewis JR, Leow K, Szulc P, Scott D, Ebeling PR, Sim M, Wong G, Lim WH, Schousboe JT, Kiel DP, Prince RL, Rodríguez AJ. Abdominal aortic calcification, bone mineral density and fractures: a systematic review and meta-analysis of observational studies. J Gerontol A Biol Sci Med Sci 2022:6674525. [PMID: 36000920 DOI: 10.1093/gerona/glac171] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Abdominal aortic calcification (AAC) has been inconsistently associated with skeletal health. We aimed to investigate the association of AAC with bone mineral density (BMD) and fracture risk by pooling the findings of observational studies. METHODS Medline, EMBASE, Web of Science and Google Scholar were searched (August 2021). All clinical studies that assessed the association between AAC and BMD or fracture were included. AAC was categorized into any/advanced (all higher reported groups) vs no/less advanced (lowest reported group). Pooled standardized mean differences (SMDs) and risk ratios (RRs) with 95% confidence intervals (CI) were determined for BMD and fracture, respectively, using random-effects models. RESULTS Of 2,192 articles screened, 86 (61,553 participants) were included in the review, while 42 provided data for meta-analysis. AAC was associated with lower BMD at the total hip [SMD=-1.05 (95%CI: -1.47 to -0.63); 16 studies], femoral neck [-0.25 (-0.46 to - 0.04); 10] and lumbar spine [-0.67 (-1.21 to -0.12); 20]. AAC was associated with a greater risk of any fracture [RR= 1.73 (95%CI: 1.48 to 2.02); 27]. AAC was also associated with vertebral, non-vertebral and hip fractures. In dose-response analysis, the highest AAC group had greater risks of any, vertebral and non-vertebral fractures. CONCLUSIONS AAC is associated with lower BMD and increased fracture risk at multiple sites, underscoring the potential importance of vascular disease on skeletal health. Detection of AAC at the time of BMD testing may provide clinicians with prognostic information about bone health to enhance osteoporosis screening programs and fracture risk prediction.
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Affiliation(s)
- Abadi K Gebre
- Nutrition & Health Innovation Research Institute, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.,School of Pharmacy, College of Health Sciences, Mekelle University, Mekelle, Tigray
| | - Joshua R Lewis
- Nutrition & Health Innovation Research Institute, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.,Medical School, University of Western Australia, Perth, Australia.,Centre for Kidney Research, Children's Hospital at Westmead School of Public Health, Sydney Medical School, The University of Sydney, Sydney, Australia
| | - Kevin Leow
- Centre for Kidney Research, Children's Hospital at Westmead School of Public Health, Sydney Medical School, The University of Sydney, Sydney, Australia
| | - Pawel Szulc
- INSERM UMR 1033, University of Lyon, Hospices Civils de Lyon, Lyon, France
| | - David Scott
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC, Australia.,Bone and Muscle Health Research Group, Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Victoria, Australia
| | - Peter R Ebeling
- Bone and Muscle Health Research Group, Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Victoria, Australia
| | - Marc Sim
- Nutrition & Health Innovation Research Institute, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.,Medical School, University of Western Australia, Perth, Australia
| | - Germaine Wong
- Centre for Kidney Research, Children's Hospital at Westmead School of Public Health, Sydney Medical School, The University of Sydney, Sydney, Australia
| | - Wai H Lim
- Medical School, University of Western Australia, Perth, Australia.,Department of Renal Medicine, Sir Charles Gairdner Hospital, Western Australia, Australia
| | - John T Schousboe
- Park Nicollet Osteoporosis Center and HealthPartners Institute, HealthPartners, Minneapolis, MN 55416, USA, and Division of Health Policy and Management, University of Minnesota, Minneapolis, MN 55455, USA
| | - Douglas P Kiel
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Richard L Prince
- Medical School, University of Western Australia, Perth, Australia
| | - Alexander J Rodríguez
- Nutrition & Health Innovation Research Institute, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.,Bone and Muscle Health Research Group, Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Victoria, Australia
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