Time-dependent uncertainty of critical care transitions in very old patients-lessons for time-limited trials

被引:8
作者
Beil, Michael [1 ,2 ]
Flaatten, Hans [3 ]
Guidet, Bertrand [4 ]
Joskowicz, Leo [5 ]
Jung, Christian [6 ]
de Lange, Dylan [7 ]
Leaver, Susannah [8 ]
Fjolner, Jesper [9 ]
Szczeklik, Wojciech [10 ]
Sviri, Sigal [2 ,11 ]
van Heerden, Peter Vernon [2 ,12 ]
机构
[1] Hebrew Univ Jerusalem, Dept Med Intens Care, Hadassah Med Ctr, Jerusalem, Israel
[2] Hebrew Univ Jerusalem, Fac Med, Jerusalem, Israel
[3] Haukeland Hosp, Dept Anaesthesia & Intens Care Med, Bergen, Norway
[4] Hop St Antoine, Serv Reanimat, Paris, France
[5] Hebrew Univ Jerusalem, Sch Comp Sci & Engn, Jerusalem, Israel
[6] Heinrich Heine Univ Duesseldorf, Dept Cardiol Pulmonol & Vasc Med, Fac Med, Dusseldorf, Germany
[7] Univ Utrecht, Univ Med Ctr, Dept Intens Care Med, Utrecht, Netherlands
[8] St Georges Univ Hosp NHS Fdn Trust, Dept Adult Crit Care, London, England
[9] Viborg Reg Hosp, Dept Anaesthesia & Intens Care, Viborg, Denmark
[10] Jagiellonian Univ Med Coll, Ctr Intens Care & Perioperat Med, Krakow, Poland
[11] Hebrew Univ Jerusalem, Dept Med Intens Care, Hadassah Med Ctr, Jerusalem, Israel
[12] Hebrew Univ Jerusalem, Gen Intens Care Unit, Dept Anesthesiol Crit Care & Pain Med, Hadassah Med Ctr, Jerusalem, Israel
关键词
Intensive care; Oldest old; Prognosis; Statistical model; Uncertainty;
D O I
10.1016/j.jcrc.2022.154067
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Purpose: Prognostication for patients with critical conditions remains challenging, especially for very old individuals. Time-limited trials (TLT) are used to decrease prognostic uncertainty in the individual patient by monitoring the response to treatment over a pre-determined period of time. However, there are substantial difficulties with determining the length of that period. This study presents a probabilistic method to estimate a suitable duration of a TLT based on temporal profiles of uncertainty about critical care and outcome. Materials and methods: The study included very old patients (age >_ 80 years, n = 1209) from the VIP2 study cohort who were admitted to the ICU for between 2 and 14 days, with respiratory or circulatory support from day 1 and with either no limitations of life-sustaining treatment or a decision to withdraw that treatment, as well as with complete data. Multi-state modelling of critical care trajectories to obtain time-dependent probabilities for transitions between distinct levels of organ support and to outcome states. The extent of uncertainty is quantified by Shannon's entropy of probability distributions at discrete points in time. Results: We detected periods of enhanced prognostic uncertainty of up to 7 days after admission. The duration of these periods depends on patient characteristics at baseline (frailty, severity of critical illness) and the extent of organ support. Conclusion: Time-dependent patterns of uncertainty concerning the response to critical care can inform decisions about the duration of TLTs which may last up to a week in very old patients.(c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页数:7
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