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Cheung WH, Hung VWY, Cheuk KY, Chau WW, Tsoi KKF, Wong RMY, Chow SKH, Lam TP, Yung PSH, Law SW, Qin L. Best Performance Parameters of HR-pQCT to Predict Fragility Fracture: Systematic Review and Meta-Analysis. J Bone Miner Res 2021; 36:2381-2398. [PMID: 34585784 PMCID: PMC9298023 DOI: 10.1002/jbmr.4449] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 08/30/2021] [Accepted: 09/24/2021] [Indexed: 01/11/2023]
Abstract
Osteoporosis is a systemic skeletal disease characterized by low bone mass and bone structural deterioration that may result in fragility fractures. Use of bone imaging modalities to accurately predict fragility fractures is always an important issue, yet the current gold standard of dual-energy X-ray absorptiometry (DXA) for diagnosis of osteoporosis cannot fully satisfy this purpose. The latest high-resolution peripheral quantitative computed tomography (HR-pQCT) is a three-dimensional (3D) imaging device to measure not only volumetric bone density, but also the bone microarchitecture in a noninvasive manner that may provide a better fracture prediction power. This systematic review and meta-analysis was designed to investigate which HR-pQCT parameters at the distal radius and/or distal tibia could best predict fragility fractures. A systematic literature search was conducted in Embase, PubMed, and Web of Science with relevant keywords by two independent reviewers. Original clinical studies using HR-pQCT to predict fragility fractures with available full text in English were included. Information was extracted from the included studies for further review. In total, 25 articles were included for the systematic review, and 16 articles for meta-analysis. HR-pQCT was shown to significantly predict incident fractures and/or major osteoporotic fractures (MOFs). Of all the HR-pQCT parameters, our meta-analysis revealed that cortical volumetric bone mineral density (Ct.vBMD), trabecular thickness (Tb.Th), and stiffness were better predictors. Meanwhile, HR-pQCT parameters indicated better performance in predicting MOFs than incident fractures. Between the two standard measurement sites of HR-pQCT, the non-weight-bearing distal radius was a more preferable site than distal tibia for fracture prediction. Furthermore, most of the included studies were white-based, whereas very few studies were from Asia or South America. These regions should build up their densitometric databases and conduct related prediction studies. It is expected that HR-pQCT can be used widely for the diagnosis of osteoporosis and prediction of future fragility fractures. © 2021 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Wing-Hoi Cheung
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.,Bone Quality and Health Centre, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Vivian Wing-Yin Hung
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.,Bone Quality and Health Centre, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Ka-Yee Cheuk
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Wai-Wang Chau
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Kelvin Kam-Fai Tsoi
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Ronald Man-Yeung Wong
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.,Bone Quality and Health Centre, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Simon Kwoon-Ho Chow
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.,Bone Quality and Health Centre, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Tsz-Ping Lam
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.,Bone Quality and Health Centre, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Patrick Shu-Hang Yung
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.,Bone Quality and Health Centre, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Sheung-Wai Law
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.,Bone Quality and Health Centre, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Ling Qin
- Musculoskeletal Research Laboratory, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.,Bone Quality and Health Centre, Department of Orthopaedics and Traumatology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
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Baker JF, Long J, Mostoufi-Moab S, Denburg M, Jorgenson E, Sharma P, Zemel BS, Taratuta E, Ibrahim S, Leonard MB. Muscle Deficits in Rheumatoid Arthritis Contribute to Inferior Cortical Bone Structure and Trabecular Bone Mineral Density. J Rheumatol 2017; 44:1777-1785. [PMID: 28916544 DOI: 10.3899/jrheum.170513] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/23/2017] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Rheumatoid arthritis (RA) is associated with muscle loss, osteoporosis, and fracture. We examined associations between skeletal muscle mass, strength, and quality and trabecular and cortical bone deficits in patients with RA and healthy controls. METHODS Participants, ages 18-75 years, completed whole-body dual-energy x-ray absorptiometry and peripheral quantitative computed tomography (pQCT) of the tibia to quantify appendicular lean mass and fat mass indices (ALMI, FMI), muscle density at the lower leg, trabecular bone density, and cortical bone thickness. Age-, sex-, and race-specific Z scores were calculated based on distributions in controls. Associations between body composition and pQCT bone outcomes were assessed in patients with RA and controls. Linear regression analyses assessed differences in bone outcomes after considering differences in body mass index (BMI) and body composition. RESULTS The sample consisted of 112 patients with RA (55 men) and 412 controls (194 men). Compared to controls, patients with RA had greater BMI Z score (p < 0.001), lower ALMI Z score after adjustment for FMI (p = 0.02), lower muscle strength Z score (p = 0.01), and lower muscle density Z score (p < 0.001). Among RA, ALMI Z scores were positively associated with trabecular density [β: 0.29 (0.062-0.52); p = 0.01] and cortical thickness [β: 0.33 (0.13-0.53; p = 0.002]. Associations were similar in controls. Bone outcomes were inferior in patients with RA after adjusting for BMI, but similar to controls when adjusting for body composition. Radiographic damage and higher adiponectin levels were independently associated with inferior bone outcomes. CONCLUSION Patients with RA exhibit deficits in cortical bone structure and trabecular density at the tibia and a preserved functional muscle-bone unit. A loss of mechanical loading may contribute to bone deficits.
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Affiliation(s)
- Joshua F Baker
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA. .,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University.
| | - Jin Long
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
| | - Sogol Mostoufi-Moab
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
| | - Michele Denburg
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
| | - Erik Jorgenson
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
| | - Prerna Sharma
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
| | - Babette S Zemel
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
| | - Elena Taratuta
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
| | - Said Ibrahim
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
| | - Mary B Leonard
- From the Division of Rheumatology, and Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center; Department of Epidemiology, Biostatistics, and Informatics, and the Department of Radiology, University of Pennsylvania; Department of Pediatrics, and Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, Stanford University, Palo Alto, California, USA.,J.F. Baker, MD, MSCE, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center, Division of Rheumatology, and the Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; J. Long, PhD, Department of Pediatrics, Stanford University; S. Mostoufi-Moab, MD, MSCE, Department of Pediatrics, Children's Hospital of Philadelphia; M. Denburg, MD, MSCE, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Department of Pediatrics, and the Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia; E. Jorgenson, MPH, Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania; P. Sharma, BA, Division of Rheumatology, Corporal Michael J. Crescenz VA Medical Center; B.S. Zemel, PhD, Department of Pediatrics, Children's Hospital of Philadelphia; E. Taratuta, MD, Department of Radiology, University of Pennsylvania; S. Ibrahim, MD, MPH, MBA, Center for Health Equity Research and Promotion, Philadelphia VA Medical Center; M.B. Leonard, MD, MSCE, Department of Pediatrics, Stanford University
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