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Updated: Jul 23, 2025

Microfluidics in Assessing Platelet Function
Published on: November 8, 2024
Omics markers of platelet transfusion in trauma patients
Ian S LaCroix1, Mitchell Cohen2, Ernest E Moore2,3
1Department of Biochemistry and Molecular Genetics, University of Colorado Denver - Anschutz Medical Campus, Aurora, Colorado, USA.
Insights
Trauma patients receiving platelet transfusions showed altered molecular profiles, including changes in fatty acids and carnitines. This multi-omics study reveals physiological shifts post-transfusion, aiding personalized medicine for bleeding trauma patients.
Area of Science:
- Trauma and Emergency Medicine
- Transfusion Medicine
- Biochemistry and Molecular Biology
Background:
- Trauma is a leading cause of mortality in young adults globally.
- Trauma-induced coagulopathy significantly contributes to early mortality in critically ill patients.
- Platelet transfusion is crucial for hemostasis in bleeding trauma patients, but its molecular impact is understudied.
Purpose of the Study:
- To investigate the circulating molecular signatures following platelet transfusion in trauma patients.
- To characterize longitudinal plasma metabolomic and proteomic changes associated with platelet transfusion.
- To identify omics markers related to the number of platelet units transfused.
Main Methods:
- Longitudinal plasma samples (n=759) from 118 trauma patients in the COMBAT study were analyzed.
- Mass spectrometry-based metabolomics and proteomics were employed.
- Multivariate analyses identified omics markers associated with platelet transfusion (1, 2, 3+ units).
Main Results:
- Patients requiring platelet transfusion had higher levels of tranexamic acid, inflammatory proteins, carnitines, and polyamines.
- Platelet transfusion recipients showed lower fatty acid levels and higher carnitine levels compared to non-recipients.
- Platelet activation appeared increased in severely injured patients, with fatty acid levels normalizing post-transfusion.
Conclusions:
- This study presents the first multi-omics characterization of platelet transfusion effects in trauma patients.
- Mass spectrometry-based omics effectively detect physiological alterations post-transfusion, supporting personalized transfusion strategies.
- Further research with focused sample collection is needed to fully elucidate metabolomic and proteomic changes after platelet transfusion.
Background:
Even in the era of the COVID-19 pandemic, trauma remains the global leading cause of mortality under the age of 49. Trauma-induced coagulopathy is a leading driver of early mortality in critically ill patients, and transfusion of platelet products is a life-saving intervention to restore hemostasis in the bleeding patient. However, despite extensive functional studies based on viscoelastic assays, limited information is available about the impact of platelet transfusion on the circulating molecular signatures in trauma patients receiving platelet transfusion.
Materials And Methods:
To bridge this gap, we leveraged metabolomics and proteomics approaches to characterize longitudinal plasma samples (n = 118; up to 11 time points; total samples: 759) from trauma patients enrolled in the Control Of Major Bleeding After Trauma (COMBAT) study. Samples were collected in the field, in the emergency department (ED), and at intervals up to 168 h (7 days) post-hospitalization. Transfusion of platelet (PLT) products was performed (n = 30; total samples: 250) in the ED through 24 h post-hospitalization. Longitudinal plasma samples were subjected to mass spectrometry-based metabolomics and proteomics workflows. Multivariate analyses were performed to determine omics markers of transfusion of one, two, three, or more PLT transfusions.
Results:
Higher levels of tranexamic acid (TXA), inflammatory proteins, carnitines, and polyamines were detected in patients requiring PLT transfusion. Correlation of PLT units with omics data suggested sicker patients required more units and partially overlap with the population requiring transfusion of packed red blood cell products. Furthermore, platelet activation was likely increased in the most severely injured patients. Fatty acid levels were significantly lower in PLT transfusion recipients (at time of maximal transfusion: Hour 4) compared with non-recipients, while carnitine levels were significantly higher. Fatty acid levels restore later in the time course (e.g., post-PLT transfusion).
Discussion:
The present study provides the first multi-omics characterization of platelet transfusion efficacy in a clinically relevant cohort of trauma patients. Physiological alterations following transfusion were detected, highlighting the efficacy of mass spectrometry-based omics techniques to improve personalized transfusion medicine. More specialized clinical research studies focused on PLT transfusion, including organized pre and post transfusion sample collection and limitation to PLT products only, are required to fully understand subsequent metabolomic and proteomic alterations.
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