High-dimensional proteomics identifies organ injury patterns associated with outcomes in human trauma

Research output: Contribution to journalJournal articleResearchpeer-review

Standard

High-dimensional proteomics identifies organ injury patterns associated with outcomes in human trauma. / Li, Shimena R.; Moheimani, Hamed; Herzig, Brachman; Kail, Michael; Krishnamoorthi, Neha; Wu, Junru; Abdelhamid, Sultan; Scioscia, Jacob; Sung, Eunseo; Rosengart, Anna; Bonaroti, Jillian; Johansson, Par I.; Stensballe, Jakob; Neal, Matthew D.; Das, Jishnu; Kar, Upendra; Sperry, Jason; Billiar, Timothy R.

In: Journal of Trauma and Acute Care Surgery, Vol. 94, No. 6, 2023, p. 803-813.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Li, SR, Moheimani, H, Herzig, B, Kail, M, Krishnamoorthi, N, Wu, J, Abdelhamid, S, Scioscia, J, Sung, E, Rosengart, A, Bonaroti, J, Johansson, PI, Stensballe, J, Neal, MD, Das, J, Kar, U, Sperry, J & Billiar, TR 2023, 'High-dimensional proteomics identifies organ injury patterns associated with outcomes in human trauma', Journal of Trauma and Acute Care Surgery, vol. 94, no. 6, pp. 803-813. https://doi.org/10.1097/TA.0000000000003880

APA

Li, S. R., Moheimani, H., Herzig, B., Kail, M., Krishnamoorthi, N., Wu, J., Abdelhamid, S., Scioscia, J., Sung, E., Rosengart, A., Bonaroti, J., Johansson, P. I., Stensballe, J., Neal, M. D., Das, J., Kar, U., Sperry, J., & Billiar, T. R. (2023). High-dimensional proteomics identifies organ injury patterns associated with outcomes in human trauma. Journal of Trauma and Acute Care Surgery, 94(6), 803-813. https://doi.org/10.1097/TA.0000000000003880

Vancouver

Li SR, Moheimani H, Herzig B, Kail M, Krishnamoorthi N, Wu J et al. High-dimensional proteomics identifies organ injury patterns associated with outcomes in human trauma. Journal of Trauma and Acute Care Surgery. 2023;94(6):803-813. https://doi.org/10.1097/TA.0000000000003880

Author

Li, Shimena R. ; Moheimani, Hamed ; Herzig, Brachman ; Kail, Michael ; Krishnamoorthi, Neha ; Wu, Junru ; Abdelhamid, Sultan ; Scioscia, Jacob ; Sung, Eunseo ; Rosengart, Anna ; Bonaroti, Jillian ; Johansson, Par I. ; Stensballe, Jakob ; Neal, Matthew D. ; Das, Jishnu ; Kar, Upendra ; Sperry, Jason ; Billiar, Timothy R. / High-dimensional proteomics identifies organ injury patterns associated with outcomes in human trauma. In: Journal of Trauma and Acute Care Surgery. 2023 ; Vol. 94, No. 6. pp. 803-813.

Bibtex

@article{b110d3c453c143d3977b9e1929b19d75,
title = "High-dimensional proteomics identifies organ injury patterns associated with outcomes in human trauma",
abstract = "INTRODUCTION Severe traumatic injury with shock can lead to direct and indirect organ injury; however, tissue-specific biomarkers are limited in clinical panels. We used proteomic and metabolomic databases to identify organ injury patterns after severe injury in humans. METHODS Plasma samples (times 0, 24, and 72 hours after arrival to trauma center) from injured patients enrolled in two randomized prehospital trials were subjected to multiplexed proteomics (SomaLogic Inc., Boulder, CO). Patients were categorized by outcome: nonresolvers (died >72 hours or required ≥7 days of critical care), resolvers (survived to 30 days and required <7 days of critical care), and low Injury Severity Score (ISS) controls. Established tissue-specific biomarkers were identified through a literature review and cross-referenced with tissue specificity from the Human Protein Atlas. Untargeted plasma metabolomics (Metabolon Inc., Durham, NC), inflammatory mediators, and endothelial damage markers were correlated with injury biomarkers. Kruskal-Wallis/Mann-Whitney U tests with false discovery rate correction assessed differences in biomarker expression across outcome groups (significance; p < 0.1). RESULTS Of 142 patients, 78 were nonresolvers (median ISS, 30), 34 were resolvers (median ISS, 22), and 30 were low ISS controls (median ISS, 1). A broad release of tissue-specific damage markers was observed at admission; this was greater in nonresolvers. By 72 hours, nine cardiac, three liver, eight neurologic, and three pulmonary proteins remained significantly elevated in nonresolvers compared with resolvers. Cardiac damage biomarkers showed the greatest elevations at 72 hours in nonresolvers and had significant positive correlations with proinflammatory mediators and endothelial damage markers. Nonresolvers had lower concentrations of fatty acid metabolites compared with resolvers, particularly acyl carnitines and cholines. CONCLUSION We identified an immediate release of tissue-specific biomarkers with sustained elevation in the liver, pulmonary, neurologic, and especially cardiac injury biomarkers in patients with complex clinical courses after severe injury. The persistent myocardial injury in nonresolvers may be due to a combination of factors including metabolic stress, inflammation, and endotheliopathy. ",
keywords = "Biomarkers, organ injury, trauma",
author = "Li, {Shimena R.} and Hamed Moheimani and Brachman Herzig and Michael Kail and Neha Krishnamoorthi and Junru Wu and Sultan Abdelhamid and Jacob Scioscia and Eunseo Sung and Anna Rosengart and Jillian Bonaroti and Johansson, {Par I.} and Jakob Stensballe and Neal, {Matthew D.} and Jishnu Das and Upendra Kar and Jason Sperry and Billiar, {Timothy R.}",
note = "Publisher Copyright: {\textcopyright} Wolters Kluwer Health, Inc. All rights reserved.",
year = "2023",
doi = "10.1097/TA.0000000000003880",
language = "English",
volume = "94",
pages = "803--813",
journal = "Journal of Trauma",
issn = "2163-0755",
publisher = "Lippincott Williams & Wilkins",
number = "6",

}

RIS

TY - JOUR

T1 - High-dimensional proteomics identifies organ injury patterns associated with outcomes in human trauma

AU - Li, Shimena R.

AU - Moheimani, Hamed

AU - Herzig, Brachman

AU - Kail, Michael

AU - Krishnamoorthi, Neha

AU - Wu, Junru

AU - Abdelhamid, Sultan

AU - Scioscia, Jacob

AU - Sung, Eunseo

AU - Rosengart, Anna

AU - Bonaroti, Jillian

AU - Johansson, Par I.

AU - Stensballe, Jakob

AU - Neal, Matthew D.

AU - Das, Jishnu

AU - Kar, Upendra

AU - Sperry, Jason

AU - Billiar, Timothy R.

N1 - Publisher Copyright: © Wolters Kluwer Health, Inc. All rights reserved.

PY - 2023

Y1 - 2023

N2 - INTRODUCTION Severe traumatic injury with shock can lead to direct and indirect organ injury; however, tissue-specific biomarkers are limited in clinical panels. We used proteomic and metabolomic databases to identify organ injury patterns after severe injury in humans. METHODS Plasma samples (times 0, 24, and 72 hours after arrival to trauma center) from injured patients enrolled in two randomized prehospital trials were subjected to multiplexed proteomics (SomaLogic Inc., Boulder, CO). Patients were categorized by outcome: nonresolvers (died >72 hours or required ≥7 days of critical care), resolvers (survived to 30 days and required <7 days of critical care), and low Injury Severity Score (ISS) controls. Established tissue-specific biomarkers were identified through a literature review and cross-referenced with tissue specificity from the Human Protein Atlas. Untargeted plasma metabolomics (Metabolon Inc., Durham, NC), inflammatory mediators, and endothelial damage markers were correlated with injury biomarkers. Kruskal-Wallis/Mann-Whitney U tests with false discovery rate correction assessed differences in biomarker expression across outcome groups (significance; p < 0.1). RESULTS Of 142 patients, 78 were nonresolvers (median ISS, 30), 34 were resolvers (median ISS, 22), and 30 were low ISS controls (median ISS, 1). A broad release of tissue-specific damage markers was observed at admission; this was greater in nonresolvers. By 72 hours, nine cardiac, three liver, eight neurologic, and three pulmonary proteins remained significantly elevated in nonresolvers compared with resolvers. Cardiac damage biomarkers showed the greatest elevations at 72 hours in nonresolvers and had significant positive correlations with proinflammatory mediators and endothelial damage markers. Nonresolvers had lower concentrations of fatty acid metabolites compared with resolvers, particularly acyl carnitines and cholines. CONCLUSION We identified an immediate release of tissue-specific biomarkers with sustained elevation in the liver, pulmonary, neurologic, and especially cardiac injury biomarkers in patients with complex clinical courses after severe injury. The persistent myocardial injury in nonresolvers may be due to a combination of factors including metabolic stress, inflammation, and endotheliopathy.

AB - INTRODUCTION Severe traumatic injury with shock can lead to direct and indirect organ injury; however, tissue-specific biomarkers are limited in clinical panels. We used proteomic and metabolomic databases to identify organ injury patterns after severe injury in humans. METHODS Plasma samples (times 0, 24, and 72 hours after arrival to trauma center) from injured patients enrolled in two randomized prehospital trials were subjected to multiplexed proteomics (SomaLogic Inc., Boulder, CO). Patients were categorized by outcome: nonresolvers (died >72 hours or required ≥7 days of critical care), resolvers (survived to 30 days and required <7 days of critical care), and low Injury Severity Score (ISS) controls. Established tissue-specific biomarkers were identified through a literature review and cross-referenced with tissue specificity from the Human Protein Atlas. Untargeted plasma metabolomics (Metabolon Inc., Durham, NC), inflammatory mediators, and endothelial damage markers were correlated with injury biomarkers. Kruskal-Wallis/Mann-Whitney U tests with false discovery rate correction assessed differences in biomarker expression across outcome groups (significance; p < 0.1). RESULTS Of 142 patients, 78 were nonresolvers (median ISS, 30), 34 were resolvers (median ISS, 22), and 30 were low ISS controls (median ISS, 1). A broad release of tissue-specific damage markers was observed at admission; this was greater in nonresolvers. By 72 hours, nine cardiac, three liver, eight neurologic, and three pulmonary proteins remained significantly elevated in nonresolvers compared with resolvers. Cardiac damage biomarkers showed the greatest elevations at 72 hours in nonresolvers and had significant positive correlations with proinflammatory mediators and endothelial damage markers. Nonresolvers had lower concentrations of fatty acid metabolites compared with resolvers, particularly acyl carnitines and cholines. CONCLUSION We identified an immediate release of tissue-specific biomarkers with sustained elevation in the liver, pulmonary, neurologic, and especially cardiac injury biomarkers in patients with complex clinical courses after severe injury. The persistent myocardial injury in nonresolvers may be due to a combination of factors including metabolic stress, inflammation, and endotheliopathy.

KW - Biomarkers

KW - organ injury

KW - trauma

U2 - 10.1097/TA.0000000000003880

DO - 10.1097/TA.0000000000003880

M3 - Journal article

C2 - 36787435

AN - SCOPUS:85159785982

VL - 94

SP - 803

EP - 813

JO - Journal of Trauma

JF - Journal of Trauma

SN - 2163-0755

IS - 6

ER -

ID: 397164203