TY - JOUR
T1 - Comparison of Frailty Indices and the Charlson Comorbidity Index in Traumatic Brain Injury
AU - Maragkos, Georgios A.
AU - Matsoukas, Stavros
AU - Cho, Logan D.
AU - Legome, Eric L.
AU - Wedderburn, Raymond V.
AU - Margetis, Konstantinos
N1 - Publisher Copyright:
© 2023 Lippincott Williams and Wilkins. All rights reserved.
PY - 2023/5/1
Y1 - 2023/5/1
N2 - Background: Comorbidity scales for outcome prediction in traumatic brain injury (TBI) include the 5-component modified Frailty Index (mFI-5), the 11-component modified Frailty Index (mFI-11), and the Charlson Comorbidity Index (CCI). Objective: To compare the accuracy in predicting clinical outcomes in TBI of mFI-5, mFI-11, and CCI. Methods: The National Trauma Data Bank (NTDB) of the American College of Surgeons (ACS) was utilized to study patients with isolated TBI for the years of 2017 and 2018. After controlling for age and injury severity, individual multivariable logistic regressions were conducted with each of the 3 scales (mFI-5, mFI-11, and CCI) against predefined outcomes, including any complication, home discharge, facility discharge, and mortality. Results: All 3 scales demonstrated adequate internal consistency throughout their individual components (0.63 for mFI-5, 0.60 for CCI, and 0.56 for mFI-11). Almost all studied complications were significantly more likely in frail patients. mFI-5 and mFI-11 had similar areas under the curve (AUC) for all outcomes, while CCI had lower AUCs (0.62-0.61-0.53 for any complication, 0.72-0.72-0.52 for home discharge, 0.78-0.78-0.53 for facility discharge, and 0.71-0.70-0.52 for mortality, respectively). Conclusion: mFI-5 and mFI-11 demonstrated similar accuracy in predicting any complication, home discharge, facility discharge, and mortality in TBI patients across the NTDB. In addition, CCI's performance was poor for the aforementioned metrics. Since mFI-5 is simpler, yet as accurate as the 2 other scales, it may be the most practical both for clinical practice and for future studies with the NTDB.
AB - Background: Comorbidity scales for outcome prediction in traumatic brain injury (TBI) include the 5-component modified Frailty Index (mFI-5), the 11-component modified Frailty Index (mFI-11), and the Charlson Comorbidity Index (CCI). Objective: To compare the accuracy in predicting clinical outcomes in TBI of mFI-5, mFI-11, and CCI. Methods: The National Trauma Data Bank (NTDB) of the American College of Surgeons (ACS) was utilized to study patients with isolated TBI for the years of 2017 and 2018. After controlling for age and injury severity, individual multivariable logistic regressions were conducted with each of the 3 scales (mFI-5, mFI-11, and CCI) against predefined outcomes, including any complication, home discharge, facility discharge, and mortality. Results: All 3 scales demonstrated adequate internal consistency throughout their individual components (0.63 for mFI-5, 0.60 for CCI, and 0.56 for mFI-11). Almost all studied complications were significantly more likely in frail patients. mFI-5 and mFI-11 had similar areas under the curve (AUC) for all outcomes, while CCI had lower AUCs (0.62-0.61-0.53 for any complication, 0.72-0.72-0.52 for home discharge, 0.78-0.78-0.53 for facility discharge, and 0.71-0.70-0.52 for mortality, respectively). Conclusion: mFI-5 and mFI-11 demonstrated similar accuracy in predicting any complication, home discharge, facility discharge, and mortality in TBI patients across the NTDB. In addition, CCI's performance was poor for the aforementioned metrics. Since mFI-5 is simpler, yet as accurate as the 2 other scales, it may be the most practical both for clinical practice and for future studies with the NTDB.
KW - 11-component modified Frailty Index
KW - 5-component modified Frailty Index
KW - Charlson Comorbidity Index
KW - National Trauma Data Bank
KW - brain injuries
KW - comorbidity scales
KW - frailty indices
KW - traumatic
KW - traumatic brain injury
UR - http://www.scopus.com/inward/record.url?scp=85159368892&partnerID=8YFLogxK
U2 - 10.1097/HTR.0000000000000832
DO - 10.1097/HTR.0000000000000832
M3 - Article
C2 - 36730992
AN - SCOPUS:85159368892
SN - 0885-9701
VL - 38
SP - E177-E185
JO - Journal of Head Trauma Rehabilitation
JF - Journal of Head Trauma Rehabilitation
IS - 3
ER -