Literature DB >> 31335383

Population enrichment for critical care trials: phenotypes and differential outcomes.

Manu Shankar-Hari1,2, Gordon D Rubenfeld3.   

Abstract

PURPOSE OF REVIEW: Sepsis and acute respiratory distress syndrome (ARDS) are two heterogenous acute illnesses where numerous RCTs have indeterminate results. We present a narrative review on the recent developments in enriching patient populations for future sepsis and ARDS trials. RECENT
FINDINGS: Many researchers are actively pursuing enrichment strategies to reduce heterogeneity to increase the sensitivity of future trials. Enrichment refers to the use of measurable patient characteristics, known before randomisation, to refine trial populations. Biomarkers could increase the diagnostic certainty of sepsis, whereas chest radiology training to enhance reliability of interpretation and stabilisation period of mechanical ventilation have been considered to increase the diagnostic certainty of ARDS. Clinical and biomarker data analyses identifies four to six sepsis clinical phenotypes and two ARDS clinical phenotypes. Similarly, leukocyte gene expression data identifies two to four sepsis molecular phenotypes. Use of a test-dose identifies ARDS subpopulations who are likely to benefit from higher PEEP. Early-phase trials report how a biomarker that is altered by the intervention, such as lymphocyte count for recombinant interleukin-7 therapy and higher check point inhibitor expression for anti-check point treatments in sepsis, could identify a higher treatment effect population for future trials.
SUMMARY: Enrichment reduces heterogeneity and will enhance the sensitivity of future trials. However, enrichment, even when it identifies more homogenous populations, may not be efficient to deploy in trials or clinical practice.

Entities:  

Mesh:

Year:  2019        PMID: 31335383     DOI: 10.1097/MCC.0000000000000641

Source DB:  PubMed          Journal:  Curr Opin Crit Care        ISSN: 1070-5295            Impact factor:   3.687


  15 in total

Review 1.  Redefining critical illness.

Authors:  David M Maslove; Benjamin Tang; Manu Shankar-Hari; Patrick R Lawler; Derek C Angus; J Kenneth Baillie; Rebecca M Baron; Michael Bauer; Timothy G Buchman; Carolyn S Calfee; Claudia C Dos Santos; Evangelos J Giamarellos-Bourboulis; Anthony C Gordon; John A Kellum; Julian C Knight; Aleksandra Leligdowicz; Daniel F McAuley; Anthony S McLean; David K Menon; Nuala J Meyer; Lyle L Moldawer; Kiran Reddy; John P Reilly; James A Russell; Jonathan E Sevransky; Christopher W Seymour; Nathan I Shapiro; Mervyn Singer; Charlotte Summers; Timothy E Sweeney; B Taylor Thompson; Tom van der Poll; Balasubramanian Venkatesh; Keith R Walley; Timothy S Walsh; Lorraine B Ware; Hector R Wong; Zsolt E Zador; John C Marshall
Journal:  Nat Med       Date:  2022-06-17       Impact factor: 87.241

2.  Cellular and molecular mechanisms of IMMunE dysfunction and Recovery from SEpsis-related critical illness in adults: An observational cohort study (IMMERSE) protocol paper.

Authors:  Matthew Fish; Kate Arkless; Aislinn Jennings; Julie Wilson; Michael J Carter; Gill Arbane; Sara Campos; Neus Novellas; Rianne Wester; Nedyalko Petrov; Umar Niazi; Barney Sanderson; Richard Ellis; Mansoor Saqi; Jo Spencer; Mervyn Singer; Rocio T Martinez-Nunez; Simon Pitchford; Chad M Swanson; Manu Shankar-Hari
Journal:  J Intensive Care Soc       Date:  2020-11-06

3.  SARS-CoV-2 RNAemia and proteomic trajectories inform prognostication in COVID-19 patients admitted to intensive care.

Authors:  Clemens Gutmann; Kaloyan Takov; Sean A Burnap; Bhawana Singh; Hashim Ali; Konstantinos Theofilatos; Ella Reed; Maria Hasman; Adam Nabeebaccus; Matthew Fish; Mark Jw McPhail; Kevin O'Gallagher; Lukas E Schmidt; Christian Cassel; Marieke Rienks; Xiaoke Yin; Georg Auzinger; Salvatore Napoli; Salma F Mujib; Francesca Trovato; Barnaby Sanderson; Blair Merrick; Umar Niazi; Mansoor Saqi; Konstantina Dimitrakopoulou; Rafael Fernández-Leiro; Silke Braun; Romy Kronstein-Wiedemann; Katie J Doores; Jonathan D Edgeworth; Ajay M Shah; Stefan R Bornstein; Torsten Tonn; Adrian C Hayday; Mauro Giacca; Manu Shankar-Hari; Manuel Mayr
Journal:  Nat Commun       Date:  2021-06-07       Impact factor: 14.919

4.  How I set up positive end-expiratory pressure: evidence- and physiology-based!

Authors:  Emanuele Rezoagli; Giacomo Bellani
Journal:  Crit Care       Date:  2019-12-16       Impact factor: 9.097

5.  Clinical phenotypes of acute kidney injury are associated with unique outcomes in critically ill septic children.

Authors:  Rajit K Basu; Richard Hackbarth; Scott Gillespie; Ayse Akcan-Arikan; Patrick Brophy; Sean Bagshaw; Rashid Alobaidi; Stuart L Goldstein
Journal:  Pediatr Res       Date:  2021-02-02       Impact factor: 3.756

6.  Immunity check should be performed for all patients with septic shock? Yes.

Authors:  Julien Textoris
Journal:  Intensive Care Med       Date:  2020-01-21       Impact factor: 17.440

7.  Development, Validation, and Clinical Utility Assessment of a Prognostic Score for 1-Year Unplanned Rehospitalization or Death of Adult Sepsis Survivors.

Authors:  Manu Shankar-Hari; Gordon D Rubenfeld; Paloma Ferrando-Vivas; David A Harrison; Kathryn Rowan
Journal:  JAMA Netw Open       Date:  2020-09-01

Review 8.  Surfactant therapies for pediatric and neonatal ARDS: ESPNIC expert consensus opinion for future research steps.

Authors:  Daniele De Luca; Paola Cogo; Martin C Kneyber; Paolo Biban; Malcolm Grace Semple; Jesus Perez-Gil; Giorgio Conti; Pierre Tissieres; Peter C Rimensberger
Journal:  Crit Care       Date:  2021-02-22       Impact factor: 9.097

9.  Emerging pharmacological therapies for ARDS: COVID-19 and beyond.

Authors:  Shahd Horie; Bairbre McNicholas; Emanuele Rezoagli; Tài Pham; Ger Curley; Danny McAuley; Cecilia O'Kane; Alistair Nichol; Claudia Dos Santos; Patricia R M Rocco; Giacomo Bellani; John G Laffey
Journal:  Intensive Care Med       Date:  2020-07-11       Impact factor: 41.787

Review 10.  Precision Medicine and Heterogeneity of Treatment Effect in Therapies for ARDS.

Authors:  Yasin A Khan; Eddy Fan; Niall D Ferguson
Journal:  Chest       Date:  2021-07-14       Impact factor: 9.410

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