Towards personalized physiology in Intensive Care
Using a combination of high-resolution intensive care unit (ICU) data and health registry data, we study the impact of chronic illness, acute physiological and biochemical patterns, and intensive care therapies on short- and long-term outcomes after critical illness.
In Sweden, approximately 50 000 patients are admitted to ICU every year. ICU patients are closely monitored with respect to physiological and biochemical changes with the aim to diagnose and treat life threatening complications in a timely manner as well as to evaluate the response to therapeutic interventions. Despite these efforts, a significant proportion of ICU patients develop progressive organ dysfunction requiring pharmacological and mechanical organ support. In addition, the long-term burden of morbidity (i.e. a continuing decline in organ function status) and mortality after critical illness remain high.
We focus on how the interaction between pre-ICU morbidity, critical care physiology, and process of care relates to patient outcomes. The overall aim is to identify modifiable targets in order to improve patient care and outcomes.
Group members
Johan Mårtensson – Associate Professor, Senior Consultant, research group leader
Anca Balintescu – PhD student
Niklas Jonsson – Postdoc
Axel Martling – Researcher
Jacob Sejersen – Researcher
Ola Friman – Research nurse, researcher
Indir Becic – Business Intelligence Architect
Collaborators
Rinaldo Bellomo, Professor, Austin Health, Melbourne
Anders Larsson, Professor, Uppsala University
Marcus Lind, Professor, University of Gothenburg
Ragnar Thobaben, Associate Professor, Royal Institute of Technology
Per Venge, Professor, Uppsala University
Funding
Region Stockholm (ALF project)
Region Stockholm (clinical research appointment)
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The Australian and New Zealand Intensive Care Foundation
Selected publications
Kwan TN, Zwakman-Hessels L, Marhoon N, Robbins R, MÃ¥rtensson J, Ekinci E, et al
Crit Care Med 2020 03;48(3):e233-e240
Ravn B, Rimes-Stigare C, Bell M, Hansson M, Hansson LO, Martling CR, et al
J Crit Care 2019 08;52():136-140
Jonsson N, Gille-Johnson P, Martling CR, Xu S, Venge P, MÃ¥rtensson J
J Crit Care 2019 10;53():264-270
Luethi N, Cioccari L, Eastwood G, Biesenbach P, Morgan R, Sprogis S, et al
Acta Anaesthesiol Scand 2019 07;63(6):761-768
MÃ¥rtensson J, Bihari S, Bannard-Smith J, Glassford NJ, Lloyd-Donald P, Cioccari L, et al
Intensive Care Med 2018 Nov;44(11):1797-1806
Yong PH, Weinberg L, Torkamani N, Churilov L, Robbins RJ, Ma R, et al
Diabetes Care 2018 06;41(6):1172-1179
Luethi N, Cioccari L, Eastwood G, Biesenbach P, Morgan R, Sprogis S, et al
Acta Anaesthesiol Scand 2019 07;63(6):761-768
Haase M, Devarajan P, Haase-Fielitz A, Bellomo R, Cruz DN, Wagener G, et al
J Am Coll Cardiol 2011 Apr;57(17):1752-61