Competing risks and the clinical community: irrelevance or ignorance?

被引:231
|
作者
Koller, Michael T. [1 ,2 ]
Raatz, Heike [1 ]
Steyerberg, Ewout W. [3 ]
Wolbers, Marcel [4 ,5 ]
机构
[1] Univ Basel Hosp, Basel Inst Clin Epidemiol & Biostat, CH-4031 Basel, Switzerland
[2] Univ Basel Hosp, Clin Transplantat Immunol & Nephrol, CH-4031 Basel, Switzerland
[3] Erasmus MC, Dept Publ Hlth, Rotterdam, Netherlands
[4] Wellcome Trust Major Overseas Programme, Ho Chi Minh City, Vietnam
[5] Oxford Univ Clin Res Unit, Ho Chi Minh City, Vietnam
关键词
competing risks; clinical interpretation; quality of reporting; cause-specific hazard; subdistribution hazard; SURVIVAL ANALYSIS; PROSTATE-CANCER; MODELS; SUBDISTRIBUTION; TRANSPLANTATION; MORTALITY; OUTCOMES; HAZARDS; COHORT; TREAT;
D O I
10.1002/sim.4384
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Life expectancy has dramatically increased in industrialized nations over the last 200 hundred years. The aging of populations carries over to clinical research and leads to an increasing representation of elderly and multimorbid individuals in study populations. Clinical research in these populations is complicated by the fact that individuals are likely to experience several potential disease endpoints that prevent some disease-specific endpoint of interest from occurrence. Large developments in competing risks methodology have been achieved over the last decades, but we assume that recognition of competing risks in the clinical community is still marginal. It is the aim of this article to address translational aspects of competing risks to the clinical community. We describe clinical populations where competing risks issues may arise. We then discuss the importance of agreement between the competing risks methodology and the study aim, in particular the distinction between etiologic and prognostic research questions. In a review of 50 clinical studies performed in individuals susceptible to competing risks published in high-impact clinical journals, we found competing risks issues in 70% of all articles. Better recognition of issues related to competing risks and of statistical methods that deal with competing risks in accordance with the aim of the study is needed. Copyright (C) 2011 John Wiley & Sons, Ltd.
引用
收藏
页码:1089 / 1097
页数:9
相关论文
共 50 条
  • [1] Competing Risks: Concepts, Methods, and Software
    Geskus, Ronald B.
    ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, 2024, 11 : 227 - 254
  • [2] A latent class model for competing risks
    Rowley, M.
    Garmo, H.
    Van Hemelrijck, M.
    Wulaningsih, W.
    Grundmark, B.
    Zethelius, B.
    Hammar, N.
    Walldius, G.
    Inoue, M.
    Holmberg, L.
    Coolen, A. C. C.
    STATISTICS IN MEDICINE, 2017, 36 (13) : 2100 - 2119
  • [3] Targeted maximum likelihood estimation for causal inference in survival and competing risks analysis
    Rytgaard, Helene C. W.
    van der Laan, Mark J.
    LIFETIME DATA ANALYSIS, 2024, 30 (01) : 4 - 33
  • [4] An Introduction to Competing Risks Analysis
    Pintilie, Melania
    REVISTA ESPANOLA DE CARDIOLOGIA, 2011, 64 (07): : 599 - 605
  • [5] Communicating and understanding statistical measures when quantifying the between-group difference in competing risks
    Wu, Hongji
    Zhang, Chengfeng
    Hou, Yawen
    Chen, Zheng
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2023, 52 (06) : 1975 - 1983
  • [6] Clinical states of cirrhosis and competing risks
    D'Amico, Gennaro
    Morabito, Alberto
    D'Amico, Mario
    Pasta, Linda
    Malizia, Giuseppe
    Rebora, Paola
    Valsecchi, Maria Grazia
    JOURNAL OF HEPATOLOGY, 2018, 68 (03) : 563 - 576
  • [7] Propensity-score matching with competing risks in survival analysis
    Austin, Peter C.
    Fine, Jason P.
    STATISTICS IN MEDICINE, 2019, 38 (05) : 751 - 777
  • [8] Modelling competing risks in nephrology research: an example in peritoneal dialysis
    Teixeira, Laetitia
    Rodrigues, Anabela
    Carvalho, Maria J.
    Cabrita, Antonio
    Mendonca, Denisa
    BMC NEPHROLOGY, 2013, 14
  • [9] Competing risks data in clinical oncology
    Kim, Haesook Teresa
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [10] Competing risks in epidemiology: possibilities and pitfalls
    Andersen, Per Kragh
    Geskus, Ronald B.
    de Witte, Theo
    Putter, Hein
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2012, 41 (03) : 861 - 870