Application value of serum high mobility group protein B1 (HMGB1) and soluble triggering receptor-1 (sTREM-1) levels in the prognostic assessment of trauma
HMGB1 and sTREM-1 levels in prognostic assessment of trauma
Abstract
Objective: This study analyzed the clinical value of serum high mobility group protein B1 (HMGB1) and soluble triggering receptor 1 for myeloid cells (sTREM-1) in the prognostic assessment of trauma patients.
Methods: In this prospective cohort study, 92 patients with multiple injuries admitted to our hospital from December 2022 to December 2024 were selected. The patients at admission were divided into three groups according to their injury severity score: the minor injury group (n=24), the severe injury group (n=58), and the severe injury group (n=10). The patients were divided into the MODS group (n=20) and the non-MODS group (n=72) on the basis of whether they had multiple organ dysfunction syndrome (MODS) after admission. The patients were divided into a death group (n=13) and a survival group (n=79) on the basis of their outcomes within 28 days after the occurrence of trauma. Venous blood was collected from an empty stomach at 24 hours, 72 hours and 7 days after injury. The levels of serum HMGB1 and sTREM-1 were detected via enzyme-linked immunosorbent assay (ELISA). Moreover, the injury severity score (ISS), Acute Physiology and Chronic Health Evaluation (APACHE II), complications during hospitalization (infection, MODS, etc.) and 28-day survival of the patients were recorded.
Results: The concentrations of serum HMGB1 and sTREM-1 in the trauma group were significantly greater than those in the control group (P<0.01) and increased with increasing ISS. The peak levels of HMGB1 and sTREM-1 in the poor prognosis group (death/complications) were significantly greater than those in the good prognosis group (P<0.001). The predictive efficacy (AUC=0.891) of the combined detection of dual indicators for posttraumatic complications was greater than that of the single indicators (AUC=0.812 for HMGB1, AUC=0.784 for sTREM-1), and the area under the ROC curve for the 28-day risk of death reached 0.927. Multivariate logistic regression analysis confirmed that both factors were independent risk factors for trauma prognosis (OR = 3.42 and OR = 2.98, respectively).
Conclusion: HMGB1 and sTREM-1 significantly increase in the early stage of trauma and are closely related to the severity of injury and poor prognosis. Combined dynamic monitoring can effectively predict complications and the risk of death, providing an important biomarker basis for early clinical intervention.
References
2.Kluckova K, Kozak J, Svajdler M, Steno J, Matejcik V, Durmanova V, Zsemlye E, Bucova M. BDNF, sHLA-G, and sTREM-1 are useful blood biomarkers for identifying grade IV glioma patients. Neoplasma. 2023 Feb;70(1):166-176. doi: 10.4149/neo_2023_221129N1147. Epub 2023 Jan 27. PMID: 36704922.
3.Zheng S, Zhang W. Predictive Values of sTREM-1, PCT and CRP for Multiple Trauma-Induced Acute Respiratory Distress Syndrome Complicated with Pulmonary Infection. Clin Lab. 2022 Dec 1;68(12). doi: 10.7754/Clin.Lab.2022.211258. PMID: 36546755.
4.Wang X, Jiang J, Wei C, Yang W, Chen J, Dong X, Wan H, Yu D. UTILITY OF STREM-1 BIOMARKER AND HCP GENE FOR IDENTIFICATION OF ACINETOBACTER BAUMANNII COLONIZATION AND INFECTION IN LUNG. Shock. 2023 Sep 1;60(3):354-361. doi: 10.1097/SHK.0000000000002175. Epub 2023 Aug 8. PMID: 37553916; PMCID: PMC10510786.
5.Yu SM, Li H, Deng GH, Wang XB, Zheng X, Chen JJ, Meng ZJ, Zheng YB, Gao YH, Qian ZP, Liu F, Lu XB, Shi Y, Shang J, Chen RC, Huang Y. sTREM-1 as promising prognostic biomarker for acute-on-chronic liver failure and mortality in patients with acute decompensation of cirrhosis. World J Gastroenterol. 2024 Mar 7;30(9):1177-1188. doi: 10.3748/wjg.v30.i9.1177. PMID: 38577193; PMCID: PMC10989495.
6.Wang Z, Chang B, Zhang Y, Chen J, Xie F, Xiang Y, Liu T, Li Y. Clinical value of serum sTREM-1 and HBP levels in combination with traditional inflammatory markers in diagnosing hospital-acquired pneumonia in elderly. BMC Infect Dis. 2022 Oct 4;22(1):773. doi: 10.1186/s12879-022-07758-9. PMID: 36195852; PMCID: PMC9531631.
7.Gonçalves GS, Correa-Silva S, Zheng Y, Avelar I, Montenegro MM, Ferreira AEF, Bain V, Fink TT, Suguita P, Astley C, Lindoso L, Martins F, Matsuo OM, Ferreira JCOA, Firigato I, de Toledo Gonçalves F, Fernanda B Pereira M, Artur A da Silva C, Carneiro-Sampaio M, Marques HHS, Palmeira P. Circulating sTREM-1 as a predictive biomarker of pediatric multisystemic inflammatory syndrome (MIS-C). Cytokine. 2023 Jan;161:156084. doi: 10.1016/j.cyto.2022.156084. Epub 2022 Nov 18. PMID: 36403563; PMCID: PMC9671781.
8.Salafia G, Carandina A, Sacco RM, Ferri E, Montano N, Arosio B, Tobaldini E. Soluble Triggering Receptors Expressed on Myeloid Cells (sTREM) in Acute Ischemic Stroke: A Potential Pathway of sTREM-1 and sTREM-2 Associated with Disease Severity. Int J Mol Sci. 2024 Jul 11;25(14):7611. doi: 10.3390/ijms25147611. PMID: 39062850; PMCID: PMC11277504.
9.Xu C, Luo LY, Wu BC, Ding N, Jin SJ, Huang JB, Chen YP. Diagnostic values of soluble triggering receptor expressed on myeloid cells (sTREM-1) and interferon-inducible protein-10 (IP-10) for severe mycoplasma pneumoniae pneumonia in children. Clinics (Sao Paulo). 2024 Apr 27;79:100361. doi: 10.1016/j.clinsp.2024.100361. PMID: 38678873; PMCID: PMC11066589.
10.Baro B, Bassat Q. sTREM-1 to Risk-Stratify Patients With Malaria: A Functional Crystal Ball to Improve Outcomes and Save Lives. J Infect Dis. 2024 Apr 12;229(4):923-925. doi: 10.1093/infdis/jiad565. PMID: 38078563.
11.Lu L, Liu X, Fu J, Liang J, Hou Y, Dou H. sTREM-1 promotes the phagocytic function of microglia to induce hippocampus damage via the PI3K-AKT signaling pathway. Sci Rep. 2022 Apr 29;12(1):7047. doi: 10.1038/s41598-022-10973-8. PMID: 35487953; PMCID: PMC9054830.
12.Wu L, Zheng Y, Liu J, Luo R, Wu D, Xu P, Wu D, Li X. Comprehensive evaluation of the efficacy and safety of LPV/r drugs in the treatment of SARS and MERS to provide potential treatment options for COVID-19. Aging (Albany NY). 2021 Apr 20;13(8):10833-10852. doi: 10.18632/aging.202860. Epub 2021 Apr 20. PMID: 33879634; PMCID: PMC8109137.
13.de Jesus MCS, Barbosa JHR, Menezes RAO, Gomes MDSM, Bomfim LGS, Pimenta TS, Baptista ARS, Machado RLD, de Moura TR, Storti-Melo LM. Soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) and other inflammatory mediators in malaria by Plasmodium vivax during enteroparasites coinfection. PLoS One. 2022 Jun 24;17(6):e0270007. doi: 10.1371/journal.pone.0270007. PMID: 35749690; PMCID: PMC9232225.
14.Duan Y, Li P, Liang Y, Chen Y. Diagnostic value of sTREM-1, sCD25, sCD40L and sCD130 in late-onset neonatal sepsis. J Infect Chemother. 2025 Apr;31(4):102684. doi: 10.1016/j.jiac.2025.102684. Epub 2025 Mar 19. PMID: 40118381.
15.Wu L, Zhong Y, Wu D, Xu P, Ruan X, Yan J, Liu J, Li X. Immunomodulatory Factor TIM3 of Cytolytic Active Genes Affected the Survival and Prognosis of Lung Adenocarcinoma Patients by Multi-Omics Analysis. Biomedicines. 2022 Sep 10;10(9):2248. doi: 10.3390/biomedicines10092248. PMID: 36140350; PMCID: PMC9496572.
16.Jiang S, Liu L, Zhu X. Correlation of serum H-FABP, sTREM-1, and HMGB1 levels with severity and prognosis of sepsis. Am J Transl Res. 2024 Oct 15;16(10):5846-5855. doi: 10.62347/KELZ4296. PMID: 39544769; PMCID: PMC11558379.
17.Teixeira Neves GS, Elangovan G, Teixeira MKS, Mello-Neto JM, Tadakamadla SK, Lourenço EJV, Telles DM, Figueredo CM. Peri-Implant Surgical Treatment Downregulates the Expression of sTREM-1 and MMP-8 in Patients with Peri-Implantitis: A Prospective Study. Int J Environ Res Public Health. 2022 Mar 18;19(6):3627. doi: 10.3390/ijerph19063627. PMID: 35329310; PMCID: PMC8955840.
18.Wu L, Liu Q, Ruan X, Luan X, Zhong Y, Liu J, Yan J, Li X. Multiple Omics Analysis of the Role of RBM10 Gene Instability in Immune Regulation and Drug Sensitivity in Patients with Lung Adenocarcinoma (LUAD). Biomedicines. 2023 Jun 29;11(7):1861. doi: 10.3390/biomedicines11071861. PMID: 37509501; PMCID: PMC10377220.
19.Meng Q, Wang X, Guo D, Shi C, Gu R, Ma J, Nieman G, Kollisch-Singule M, Luo J, Cooney RN. Nano-chemically Modified Tetracycline-3 (nCMT-3) Attenuates Acute Lung Injury via Blocking sTREM-1 Release and NLRP3 Inflammasome Activation. Shock. 2022 May 1;57(5):749-758. doi: 10.1097/SHK.0000000000001927. PMID: 35583915.
20.Dzobo W, Eren E, Robson S, Shute JK. Salivary IL-8 and sTREM-1 in chronic urticaria: A diagnostic test accuracy study. Clin Exp Allergy. 2024 May;54(5):356-358. doi: 10.1111/cea.14457. Epub 2024 Jan 25. PMID: 38272668.
21.Wu L, Zheng Y, Ruan X, Wu D, Xu P, Liu J, Wu D, Li X. Long-chain noncoding ribonucleic acids affect the survival and prognosis of patients with esophageal adenocarcinoma through the autophagy pathway: construction of a prognostic model. Anticancer Drugs. 2022 Jan 1;33(1):e590-e603. doi: 10.1097/CAD.0000000000001189. PMID: 34338240; PMCID: PMC8670349.
22.Mou S, Zhang W, Deng Y, Tang Z, Jiang D. Comparison of CRP, Procalcitonin, Neutrophil Counts, Eosinophil Counts, sTREM-1, and OPN between Pneumonic and Nonpneumonic Exacerbations in COPD Patients. Can Respir J. 2022 Mar 31;2022:7609083. doi: 10.1155/2022/7609083. PMID: 35400078; PMCID: PMC8989599.
23.Fan L, Liu Y, Wang Z, Mei X. Prognostic utility of sTREM-1 in predicting early neurological deterioration in patients with acute ischemic stroke treated without reperfusion therapy. J Stroke Cerebrovasc Dis. 2023 Nov;32(11):107381. doi: 10.1016/j.jstrokecerebrovasdis.2023.107381. Epub 2023 Sep 28. PMID: 37776727.
24.Tang D, Ge H, Tan Z, Yan M, Song J. The Factors for the Occurrence of Pulmonary Infection after Gastrointestinal Surgery and the Construction of a Predictive Model Using sTREM-1 and TIM-4: A Retrospective Study. Ann Ital Chir. 2024;95(3):299-307. doi: 10.62713/aic.3362. PMID: 38918963.
25.Gu L, Zhen Y, Huang Z, Chen T, Li F, Chen K. Analysis of pathogen distribution and sTREM-1 and miR-126 levels in patients with pulmonary infection after craniocerebral injury. Technol Health Care. 2025;33(1):157-165. doi: 10.3233/THC-240749. PMID: 39177620.
26.Wu L, Zhong Y, Yu X, Wu D, Xu P, Lv L, Ruan X, Liu Q, Feng Y, Liu J, Li X. Selective poly adenylation predicts the efficacy of immunotherapy in patients with lung adenocarcinoma by multiple omics research. Anticancer Drugs. 2022 Oct 1;33(9):943-959. doi: 10.1097/CAD.0000000000001319. Epub 2022 Aug 9. PMID: 35946526; PMCID: PMC9481295.
27.Zeng Y, Wu D, Zhuo X, Song J. Effects of Continuous Blood Purification without Heparin on Strem-1, NSE, and IL-10 Levels In Patients With Sepsis. Cell Mol Biol (Noisy-le-grand). 2022 Apr 30;68(4):178-187. doi: 10.14715/cmb/2022.68.4.21. PMID: 35988289.
28.Yanik A, Alay H, Laloğlu E. Bruselloz Hastalarında Serum sTREM-1, Presepsin ve IFN-Gama Düzeylerinin Tanıdaki Yeri [The Diagnostic Value of Serum sTREM-1, Presepsin and IFN-Gamma Levels in Brucellosis Patients]. Mikrobiyol Bul. 2024 Oct;58(4):422-432. Turkish. doi: 10.5578/mb.20249699. PMID: 39745214.
29.Paranga TG, Pavel-Tanasa M, Constantinescu D, Plesca CE, Petrovici C, Miftode IL, Moscalu M, Cianga P, Miftode EG. Comparison of C-reactive protein with distinct hyperinflammatory biomarkers in association with COVID-19 severity, mortality and SARS-CoV-2 variants. Front Immunol. 2023 Jun 14;14:1213246. doi: 10.3389/fimmu.2023.1213246. PMID: 37388734; PMCID: PMC10302717.
Copyright (c) 2025 Lulu Tang, Dan Shan, Heng Zhang, Shuli Lin, Xubiao Ji

This work is licensed under a Creative Commons Attribution 4.0 International License.
The published articles will be distributed under the Creative Commons Attribution 4.0 International License (CC BY). It is allowed to copy and redistribute the material in any medium or format, and remix, transform, and build upon it for any purpose, even commercially, as long as appropriate credit is given to the original author(s), a link to the license is provided and it is indicated if changes were made. Users are required to provide full bibliographic description of the original publication (authors, article title, journal title, volume, issue, pages), as well as its DOI code. In electronic publishing, users are also required to link the content with both the original article published in Journal of Medical Biochemistry and the licence used.
Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
