Raj G Kumar1, Shannon B Juengst, Zhensheng Wang, Kristen Dams-OʼConnor, Sureyya S Dikmen, Therese M OʼNeil-Pirozzi, Marie N Dahdah, Flora M Hammond, Elizabeth R Felix, Patricia M Arenth, Amy K Wagner. 1. University of Pittsburgh Department of Physical Medicine and Rehabilitation, Pittsburgh, Pennsylvania (Messrs Kumar and Wang and Drs Juengst, Arenth, and Wagner); University of Pittsburgh Department of Epidemiology, Pittsburgh, Pennsylvania (Messrs Kumar and Wang); Icahn School of Medicine at Mount Sinai, New York, NY (Dr Dams-O'Connor); University of Washington Department of Rehabilitation Medicine, Seattle (Dr Dikmen); Northeastern University Department of Communication Sciences and Disorders, Boston, Massachusetts (Dr O'Neil-Pirozzi); Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, Massachusetts (Dr O'Neil-Pirozzi); Baylor Scott & White Health Medical Center - Plano, TX; Baylor Institute for Rehabilitation, Dallas, TX (Dr Dahdah); Indiana University School of Medicine Department of Physical Medicine and Rehabilitation, Indianapolis, Indiana (Dr Hammond); University of Miami Department of Physical Medicine and Rehabilitation, Miami, Florida (Dr Felix); and University of Pittsburgh Center for Neuroscience, University of Pittsburgh Safar Center for Resuscitation Research, and University of Pittsburgh Department of Neuroscience, Pittsburgh, Pennsylvania (Dr Wagner).
Abstract
OBJECTIVES: Aging individuals with traumatic brain injury (TBI) experience multiple comorbidities that can affect recovery from injury. The objective of this study was to describe the most commonly co-occurring comorbid conditions among adults 50 years and older with TBI. SETTING: Level I Trauma centers. PARTICIPANTS: Adults 50 years and older with moderate/severe TBI enrolled in the TBI-Model Systems (TBI-MS) from 2007 to 2014 (n = 2134). DESIGN: A TBI-MS prospective cohort study. MAIN MEASURES: International Classification of Disease-9th Revision codes collapsed into 45 comorbidity categories. Comorbidity prevalence estimates and trend analyses were conducted by age strata (50-54, 55-64, 65-74, 75-84, ≥85 years). A dimension reduction method, Treelet Transform, classified clusters of comorbidities that tended to co-occur. RESULTS: The 3 most commonly occurring comorbid categories were hypertensive disease (52.6/100 persons), other diseases of the respiratory system (51.8/100 persons), and fluid component imbalances (43.7/100 persons). Treelet Transform classified 3 clusters of comorbid codes, broadly classified as (1) acute medical diseases/infections, (2) chronic conditions, and (3) substance abuse disorders. CONCLUSION: This study provides valuable insight into comorbid conditions that co-occur among adults 50 years and older with TBI and provides a foundation for future studies to explore how specific comorbidities affect TBI recovery.
OBJECTIVES: Aging individuals with traumatic brain injury (TBI) experience multiple comorbidities that can affect recovery from injury. The objective of this study was to describe the most commonly co-occurring comorbid conditions among adults 50 years and older with TBI. SETTING: Level I Trauma centers. PARTICIPANTS: Adults 50 years and older with moderate/severe TBI enrolled in the TBI-Model Systems (TBI-MS) from 2007 to 2014 (n = 2134). DESIGN: A TBI-MS prospective cohort study. MAIN MEASURES: International Classification of Disease-9th Revision codes collapsed into 45 comorbidity categories. Comorbidity prevalence estimates and trend analyses were conducted by age strata (50-54, 55-64, 65-74, 75-84, ≥85 years). A dimension reduction method, Treelet Transform, classified clusters of comorbidities that tended to co-occur. RESULTS: The 3 most commonly occurring comorbid categories were hypertensive disease (52.6/100 persons), other diseases of the respiratory system (51.8/100 persons), and fluid component imbalances (43.7/100 persons). Treelet Transform classified 3 clusters of comorbid codes, broadly classified as (1) acute medical diseases/infections, (2) chronic conditions, and (3) substance abuse disorders. CONCLUSION: This study provides valuable insight into comorbid conditions that co-occur among adults 50 years and older with TBI and provides a foundation for future studies to explore how specific comorbidities affect TBI recovery.
Authors: Milap V Rakholia; Raj G Kumar; Byung-Mo Oh; Prerna R Ranganathan; Sarah L Berga; Patrick M Kochanek; Amy K Wagner Journal: J Neurotrauma Date: 2018-08-24 Impact factor: 5.269
Authors: Raj G Kumar; Matthew R Kesinger; Shannon B Juengst; Maria M Brooks; Anthony Fabio; Kristen Dams-O'Connor; Mary Jo Pugh; Jason L Sperry; Amy K Wagner Journal: J Trauma Acute Care Surg Date: 2020-04 Impact factor: 3.697
Authors: Emily Evans; Roee Gutman; Linda Resnik; Mark R Zonfrillo; Stephanie N Lueckel; Raj G Kumar; Frank DeVone; Kristen Dams-O'Connor; Kali S Thomas Journal: J Head Trauma Rehabil Date: 2021 May-Jun 01 Impact factor: 3.117
Authors: Saef Izzy; Zabreen Tahir; Rachel Grashow; David J Cote; Ali Al Jarrah; Amar Dhand; Herman Taylor; Michael Whalen; David M Nathan; Karen K Miller; Frank Speizer; Aaron Baggish; Marc G Weisskopf; Ross Zafonte Journal: J Neurotrauma Date: 2021-04-06 Impact factor: 4.869