Comparing the Performance of Different Instruments for Diagnosing Frailty and Predicting Adverse Outcomes among Elderly Patients with Gastric Cancer

被引:22
作者
Ding, L. [1 ]
Miao, X. [1 ]
Lu, J. [2 ]
Hu, J. [1 ]
Xu, X. [3 ]
Zhu, H. [1 ]
Xu, Q. [1 ]
Zhu, S. [1 ]
机构
[1] Nanjing Med Univ, Sch Nursing, 101Longmian Ave, Nanjing, Peoples R China
[2] Nanjing Med Univ, Dept Surg, Affiliated Hosp 1, Nanjing, Peoples R China
[3] Queensland Univ Technol, Fac Hlth, Brisbane, Qld, Australia
关键词
Elderly; frailty; diagnostic performance; predictive ability; gastric cancer; PREOPERATIVE FRAILTY; AMERICAN-COLLEGE; INDICATOR TFI; OLDER; RELIABILITY;
D O I
10.1007/s12603-021-1701-8
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Objectives To examine the diagnostic performance of the Tilburg Frailty Indicator (TFI), 11-factor modified frailty index (mFI-11), and 5-factor modified frailty index (mFI-5) for frailty defined by Frailty Phenotype (FP), as well as to compare the predictive ability of TFI, mFI-11, and mFI-5 for adverse outcomes in hospital among elderly patients undergoing gastric cancer surgery. Design A prospective cohort study. Setting Hospitalization setting, Nanjing, China. Participants We recruited 259 elderly patients undergoing gastric cancer surgery from a tertiary hospital. Measurements Frailty was assessed by the FP, TFI, mFI-11, and mFI-5 before surgery, respectively. The receiver operating characteristic (ROC) curves were plotted to compared the diagnostic performance of TFI, mFI-11, and mFI-5 using FP as the reference. ROC curves were used to examine the performance of TFI, mFI-11, and mFI-5 in predicting adverse outcomes. The area under the curve (AUC)>0.70 was regarded as an indicator of good performance. Results The prevalence of frailty ranged from 8.5% (mFI-11) to 45.9% (TFI). The AUCs of TFI (AUC: 0.764, p<0.001) was significantly greater than that of mFI-11 (AUC: 0.600, p=0.033) and mFI-5 (AUC: 0.600, p=0.0311) in the detection of frailty defined by FP, with quite different sensitivity and specificity at their original cutoffs. TFI and mFI-11 both had statistically significant but similarly inadequate predictive accuracy for adverse outcomes in hospital, including total complications (AUCs: 0.618; 0.621), PLOS (AUCs: 0.593; 0.639), increased hospital costs (AUCs: 0.594; 0.624), and hypoproteinemia (AUCs: 0.573; 0.600). For the mFI-5, only the predictive ability for hypoproteinemia was statistically significant, with poor accuracy (AUC: 0.592, p<0.0055). Conclusion The TFI performed slightly better than mFI-11 and mFI-5 in our study. Moreover, future studies are needed to further determine an optimal frailty instrument with great diagnostic and predictive accuracy.
引用
收藏
页码:1241 / 1247
页数:7
相关论文
共 38 条
[1]   Should we screen for frailty in primary care settings? A fresh perspective on the frailty evidence base: A narrative review [J].
Ambagtsheer, Rachel C. ;
Beilby, Justin J. ;
Visvanathan, Renuka ;
Dent, Elsa ;
Yu, Solomon ;
Braunack-Mayer, Annette J. .
PREVENTIVE MEDICINE, 2019, 119 :63-69
[2]   Associations and predictions of readmission or death in acutely admitted older medical patients using self-reported frailty and functional measures. A Danish cohort study [J].
Andreasen, Jane ;
Aadahl, Mette ;
Sorensen, Erik Elgaard ;
Eriksen, Helle Hojmark ;
Lund, Hans ;
Overvad, Kim .
ARCHIVES OF GERONTOLOGY AND GERIATRICS, 2018, 76 :65-72
[3]   Modified Frailty Index Independently Predicts Postoperative Delirium and Delayed Neurocognitive Recovery After Elective Total Joint Arthroplasty [J].
Chen, Yun ;
Qin, Jinling .
JOURNAL OF ARTHROPLASTY, 2021, 36 (02) :449-453
[4]   Frailty and Risk of Adverse Outcomes in Hospitalized Older Adults: A Comparison of Different Frailty Measures [J].
Chong, Edward ;
Ho, Esther ;
Baldevarona-Llego, Jewel ;
Chan, Mark ;
Wu, Lynn ;
Tay, Laura .
JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION, 2017, 18 (07) :638.e7-638.e11
[5]   Optimal Preoperative Assessment of the Geriatric Surgical Patient: A Best Practices Guideline from the American College of Surgeons National Surgical Quality Improvement Program and the American Geriatrics Society [J].
Chow, Warren B. ;
Rosenthal, Ronnie A. ;
Merkow, Ryan P. ;
Ko, Clifford Y. ;
Esnaola, Nestor F. .
JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2012, 215 (04) :453-466
[6]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[7]   Physical Frailty: ICFSR International Clinical Practice Guidelines for Identification and Management [J].
Dent, E. ;
Morley, J. E. ;
Cruz-Jentoft, A. J. ;
Woodhouse, L. ;
Rodriguez-Manas, L. ;
Fried, L. P. ;
Woo, J. ;
Aprahamian, I ;
Sanford, A. ;
Lundy, J. ;
Landi, F. ;
Beilby, J. ;
Martin, F. C. ;
Bauer, J. M. ;
Ferrucci, L. ;
Merchant, R. A. ;
Dong, B. ;
Arai, H. ;
Hoogendijk, E. O. ;
Won, C. W. ;
Abbatecola, A. ;
Cederholm, T. ;
Strandberg, T. ;
Gutierrez Robledo, L. M. ;
Flicker, L. ;
Bhasin, S. ;
Aubertin-Leheudre, M. ;
Bischoff-Ferrari, H. A. ;
Guralnik, J. M. ;
Muscedere, J. ;
Pahor, M. ;
Ruiz, J. ;
Negm, A. M. ;
Reginster, J. Y. ;
Waters, D. L. ;
Vellas, B. .
JOURNAL OF NUTRITION HEALTH & AGING, 2019, 23 (09) :771-787
[8]   Effects of preoperative frailty on outcomes following surgery among patients with digestive system tumors: A systematic review and meta-analysis [J].
Ding, Lingyu ;
Lu, Jinling ;
Zhu, Hanfei ;
Zhu, Shuqin ;
Xu, Xinyi ;
Hua, Hongxia ;
Chen, Li ;
Zhao, Kang ;
Xu, Qin .
EJSO, 2021, 47 (12) :3040-3048
[9]   Reliability and validity of the Tilburg Frailty Indicator (TFI) among Chinese community-dwelling older people [J].
Dong, Lijuan ;
Liu, Na ;
Tian, Xiaoyu ;
Qiao, Xiaoxia ;
Gobbens, Robbert J. J. ;
Kane, Robert L. ;
Wang, Cuili .
ARCHIVES OF GERONTOLOGY AND GERIATRICS, 2017, 73 :21-28
[10]   Screening for frailty in primary care: a systematic review of the psychometric properties of the frailty index in community-dwelling older people [J].
Drubbel, Irene ;
Numans, Mattijs E. ;
Kranenburg, Guido ;
Bleijenberg, Nienke ;
de Wit, Niek J. ;
Schuurmans, Marieke J. .
BMC GERIATRICS, 2014, 14