Arguing for Adaptive Clinical Trials in Sepsis

被引:38
作者
Talisa, Victor B. [1 ]
Yende, Sachin [1 ]
Seymour, Christopher W. [1 ]
Angus, Derek C. [1 ]
机构
[1] Univ Pittsburgh, Dept Crit Care Med, Clin Res Invest & Syst Modeling Acute Illness Ctr, Pittsburgh, PA 15260 USA
来源
FRONTIERS IN IMMUNOLOGY | 2018年 / 9卷
关键词
sepsis; adaptive clinical trials; Bayesian statistics; platform trials; response adaptive randomization; SEPTIC SHOCK; INTENSIVE-CARE; DOUBLE-BLIND; NEW-ZEALAND; DESIGN; MORTALITY; RANDOMIZATION; MANAGEMENT; SURVIVAL; 546C88;
D O I
10.3389/fimmu.2018.01502
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Sepsis is life-threatening organ dysfunction due to dysregulated response to infection. Patients with sepsis exhibit wide heterogeneity stemming from genetic, molecular, and clinical factors as well as differences in pathogens, creating challenges for the development of effective treatments. Several gaps in knowledge also contribute: (i) biomarkers that identify patients likely to benefit from specific treatments are unknown; (ii) therapeutic dose and duration is often poorly understood; and (iii) short-term mortality, a common outcome measure, is frequently criticized for being insensitive. To date, the majority of sepsis trials use traditional design features, and have largely failed to identify new treatments with incremental benefit over standard of care. Traditional trials are also frequently conducted as part of a drug evaluation process that is segmented into several phases, each requiring separate trials, with a long time delay from inception through design and execution to incorporation of results into clinical practice. By contrast, adaptive clinical trial designs facilitate the evaluation of several candidate treatments simultaneously, learn from emergent discoveries during the course of the trial, and can be structured efficiently to lead to more timely conclusions compared to traditional trial designs. Adoption of new treatments in clinical practice can be accelerated if these trials are incorporated in electronic health records as part of a learning health system. In this review, we discuss challenges in the evaluation of treatments for sepsis, and explore potential benefits and weaknesses of recent advances in adaptive trial methodologies to address these challenges.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Commentary: Arguing for Adaptive Clinical Trials in Sepsis
    Kesselmeier, Miriam
    Scherag, Andre
    FRONTIERS IN IMMUNOLOGY, 2018, 9
  • [2] Special issue: Sepsis Why have clinical trials in sepsis failed?
    Marshall, John C.
    TRENDS IN MOLECULAR MEDICINE, 2014, 20 (04) : 195 - 203
  • [3] The Design of Nested Adaptive Clinical Trials of Multiple Organ Dysfunction Syndrome Children in a Single Study
    VanBuren, John M.
    Hall, Mark
    Zuppa, Athena F.
    Mourani, Peter M.
    Carcillo, Joseph
    Dean, J. Michael
    Watt, Kevin
    Holubkov, Richard
    PEDIATRIC CRITICAL CARE MEDICINE, 2023, 24 (12) : e635 - e646
  • [4] IMPROVING MORTALITY IN SEPSIS: ANALYSIS OF CLINICAL TRIALS
    Machado, Flavia R.
    Mazza, Bruno F.
    SHOCK, 2010, 34 : 54 - 58
  • [5] AN ENRICHMENT STRATEGY FOR SEPSIS CLINICAL TRIALS
    Wong, Hector R.
    Lindsell, Christopher J.
    SHOCK, 2016, 46 (06): : 632 - 634
  • [6] Clinical trials in sepsis
    Saunders, D
    Baudouin, SV
    CLINICAL MEDICINE, 2005, 5 (05) : 431 - 434
  • [7] Shuffling Adaptive Clinical Trials
    Gokhale, Sanjay G.
    Gokhale, Sankalp
    AMERICAN JOURNAL OF THERAPEUTICS, 2016, 23 (03) : e663 - e669
  • [8] Improving clinical trials in the critically ill: Unique challenge-Sepsis
    Annane, Djillali
    CRITICAL CARE MEDICINE, 2009, 37 (01) : S117 - S128
  • [9] Machine learning and murine models explain failures of clinical sepsis trials
    Stolarski, Allan E.
    Kim, Jiyoun
    Rop, Kevin
    Wee, Katherine
    Zhang, Qiuyang
    Remick, Daniel G.
    JOURNAL OF TRAUMA AND ACUTE CARE SURGERY, 2022, 93 (02) : 187 - 194
  • [10] Real-time adaptive randomization of clinical trials
    Liberali, Gui
    Boersma, Eric
    Lingsma, Hester
    Brugts, Jasper
    Dippel, Diederik
    Tijssen, Jan
    Hauser, John
    JOURNAL OF CLINICAL EPIDEMIOLOGY, 2025, 178