Shared Physiologic Pathways Among Comorbidities for Adults With Cerebral Palsy

被引:9
作者
Whitney, Daniel G. [1 ,2 ]
Schmidt, Mary [1 ]
Hurvitz, Edward A. [1 ]
机构
[1] Univ Michigan, Dept Phys Med & Rehabil, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Inst Healthcare Policy & Innovat, Ann Arbor, MI 48109 USA
关键词
cerebral palsy; comorbidities; mortality; multimorbidity; clinical epidemiology; PRIVATELY INSURED ADULTS; CHRONIC KIDNEY-DISEASE; DNA METHYLATION; YOUNG-ADULTS; OSTEOARTHRITIS; ADVERSITY;
D O I
10.3389/fneur.2021.742179
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: Aging with cerebral palsy is accompanied by a declining health and function status across neurological and non-neurological systems. There is a need to understand the shared pathophysiology among comorbidities for adults with cerebral palsy, to inform clinical assessment and guidelines for interventions to improve healthful aging. To begin defining multimorbidity, this study identified the most common comorbidity combinations and their association with mortality among a representative sample of adults with cerebral palsy. Methods: Data from 2016 to 2018 were used from a random 20% sample from the fee-for-service Medicare database. Adults >= 18 years with cerebral palsy and 25 neurological and non-neurological comorbidities were obtained from 2016. Principal component (PC) analysis identified the most common comorbidity combinations, defined as individual PCs. Cox regression estimated the hazard ratio (HR) of 2-year mortality including all PCs and demographics in a single model. To facilitate comparisons, PC scores were transformed into quintiles (reference: lowest quintile). Results: Among the 16,728 adults with cerebral palsy, the most common comorbidity combinations (PCs) in order were: cardiorespiratory diseases, dysphagia, and fluid/electrolyte disorders; metabolic disorders (e.g., diabetes, renal disease, hypertension); neurologic-related disorders (e.g., dementia, cerebrovascular disease); gastrointestinal issues; and orthopedic-related disorders. During the 2-year follow-up, 1,486 (8.9%) died. In the adjusted model, most PCs were associated with an elevated mortality rate, especially the first PC (5th quintile HR = 3.91; 95%CI = 3.29-4.65). Discussion: This study identified the most common comorbidity combinations for adults with cerebral palsy, many of them were deadly, which may inform on the underlying pathophysiology or shared characteristics of multimorbidity for this population.
引用
收藏
页数:10
相关论文
共 47 条
[1]   Osteoarthritis, cerebrovascular dysfunction and the common denominator of inflammation: a narrative review [J].
Al-Khazraji, B. K. ;
Appleton, C. T. ;
Beier, F. ;
Birmingham, T. B. ;
Shoemaker, J. K. .
OSTEOARTHRITIS AND CARTILAGE, 2018, 26 (04) :462-470
[2]  
[Anonymous], 1992, Applied multivariate statistics for the social sciences
[3]   Reorganization of functional brain network architecture in chronic osteoarthritis pain [J].
Barroso, Joana ;
Wakaizumi, Kenta ;
Reis, Ana Mafalda ;
Baliki, Marwan ;
Schnitzer, Thomas J. ;
Galhardo, Vasco ;
Apkarian, Apkar Vania .
HUMAN BRAIN MAPPING, 2021, 42 (04) :1206-1222
[4]   The brain-joint axis in osteoarthritis: nerves, circadian clocks and beyond [J].
Berenbaum, Francis ;
Meng, Qing-Jun .
NATURE REVIEWS RHEUMATOLOGY, 2016, 12 (09) :508-516
[5]  
Chang HY, 2012, AM J MANAG CARE, V18, P721
[6]   Multimorbidity in Middle-Aged Adults with Cerebral Palsy [J].
Cremer, Nicole ;
Hurvitz, Edward A. ;
Peterson, Mark D. .
AMERICAN JOURNAL OF MEDICINE, 2017, 130 (06) :744.e9-744.e15
[7]   Epigenetic machine learning: utilizing DNA methylation patterns to predict spastic cerebral palsy [J].
Crowgey, Erin L. ;
Marsh, Adam G. ;
Robinson, Karyn G. ;
Yeager, Stephanie K. ;
Akins, Robert E. .
BMC BIOINFORMATICS, 2018, 19
[8]   Change in ambulatory ability of adolescents and young adults with cerebral palsy [J].
Day, Steven M. ;
Wu, Yvonne W. ;
Strauss, David J. ;
Shavelle, Robert M. ;
Reynolds, Robert J. .
DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY, 2007, 49 (09) :647-653
[9]   The respiratory disease burden of non-traumatic fractures for adults with cerebral palsy [J].
Etter, Jonathan P. ;
Kannikeswaran, Sanjana ;
Hurvitz, Edward A. ;
Peterson, Mark D. ;
Caird, Michelle S. ;
Jepsen, Karl J. ;
Whitney, Daniel G. .
BONE REPORTS, 2020, 13
[10]   Osteoporosis Epidemiology Among Adults With Cerebral Palsy: Findings From Private and Public Administrative Claims Data [J].
French, Zachary P. ;
Caird, Michelle S. ;
Whitney, Daniel G. .
JBMR PLUS, 2019, 3 (11)