Predictive value of the Shock Index for in-hospital mortality and blood transfusion in trauma patients: A retrospective study

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Siamak Rimaz
Seyyed Mahdi Zia Ziabari
Masoumeh Porkar
Reza Safaei
Amirali Soleymani Nejad
Nazanin Noori Roodsari

Abstract

The Shock Index (SI), defined as heart rate divided by systolic blood pressure, is a simple bedside marker of hemodynamic instability in trauma. However, its predictive value for primary clinical outcomes remains debated. This retrospective cohort study evaluated the ability of SI measured at emergency department admission to predict in-hospital mortality and the need for blood transfusion among adult trauma patients triaged as Level I or II at a single trauma center between 2021 and 2022. A total of 185 patients were included (mean age 62.2 ± 22.3 years; 36.8% female). In-hospital mortality occurred in 78 patients (42.2%), and 44 (23.8%) required transfusion. Overall, SI demonstrated limited discriminative performance for mortality (Area Under the Curve (AUC) = 0.574; 95% Confidence Interval (CI): 0.49–0.66; p = 0.088) and transfusion (AUC = 0.573; 95% CI: 0.49–0.66; p = 0.135). Optimal cutoffs showed modest sensitivity but poor specificity. In exploratory subgroup analyses with small sample sizes, higher discrimination was observed in select groups, including patients with Glasgow Coma Scale (GCS) 13–15 (AUC = 0.768); however, these findings should be interpreted cautiously. Multivariable Cox regression identified higher Injury Severity Score, lower Glasgow Coma Scale, and need for mechanical ventilation as independent predictors of mortality, whereas SI was not independently associated with survival. In this single-center cohort, SI showed limited overall utility as a standalone predictor of mortality or transfusion, and its potential role may be restricted to specific clinical contexts requiring further validation.

Article Details

Section

Research articles

How to Cite

Rimaz, S., Zia Ziabari, S. M. ., Porkar, M. ., Safaei, R., Soleymani Nejad, A., & Noori Roodsari, N. (2025). Predictive value of the Shock Index for in-hospital mortality and blood transfusion in trauma patients: A retrospective study. Iranian Journal of Burns and Wound Research, 1(4), 170-175. https://doi.org/10.61882/ijbwr.1.4.46

References

[1] Magruder KM, Kassam-Adams N, Thoresen S, Olff M. Prevention and public health approaches to trauma and traumatic stress: a rationale and a call to action. Eur J Psychotraumatol. 2016;7:29715 DOI: 10.3402/ejpt.v7.29715 PMID: 26996536

[2] Haider AH, Chang DC, Haut ER, Cornwell EE 3rd, Efron DT. Mechanism of injury predicts patient mortality and impairment after blunt trauma. J Surg Res. 2009;153(1):138-42

DOI: 10.1016/j.jss.2008.04.011 PMID: 18805554

[3] O'Sullivan F, Reed-Embleton H. Management of shock in trauma. Anaesth Intensive Care Med. 2023;24(7):387-90

DOI: 10.1016/j.mpaic.2023.04.004

[4] Wu SC, Rau CS, Kuo SCH, Hsu SY, Hsieh HY, Hsieh CH. Shock index increase from the field to the emergency room is associated with higher odds of massive transfusion in trauma patients with stable blood pressure: A cross-sectional analysis. PLoS One. 2019;14(4):e0216153

DOI: 10.1371/journal.pone.0216153 PMID: 31022295

[5] El-Menyar A, Goyal P, Tilley E, Latifi R. The clinical utility of shock index to predict the need for blood transfusion and outcomes in trauma. J Surg Res. 2018;227:52-59

DOI: 10.1016/j.jss.2018.02.013 PMID: 29804862

[6] Sahu N, Yee S, Das M, Trinh S, Amoruso R, Connolly M, et al. Shock Index as a Marker for Mortality Rates in Those Admitted to the Medical Intensive Care Unit from the Emergency Department. Cureus. 2020;12(4):e7903

DOI: 10.7759/cureus.7903 PMID: 32494518

[7] Chowdhury S, Parameaswari PJ, Leenen L. Outcomes of Trauma Patients Present to the Emergency Department with a Shock Index of ≥1.0. J Emerg Trauma Shock. 2022;15(1):17-22

DOI: 10.4103/jets.jets_86_21 PMID: 35431481

[8] Balhara KS, Hsieh YH, Hamade B, Circh R, Kelen GD, Bayram JD. Clinical metrics in emergency medicine: the shock index and the probability of hospital admission and inpatient mortality. Emerg Med J. 2017;34(2):89-94

DOI: 10.1136/emermed-2015-205532 PMID: 27884923

[9] Sotello D, Yang S, Nugent K. Comparison of the shock index, modified shock index, and age shock index in adult admissions to a tertiary hospital. Southwest Respir Crit Care Chron. 2019;7(28):18-23 DOI: 10.12746/swrccc.v7i28.539

[10] Cho YM, Park S. Age-Related Disparities in the Predictive Performance of the Shock Index for Massive Transfusion in Trauma Patients: A Retrospective Cohort Study. J Clin Med. 2025;14(7):2416 DOI: 10.3390/jcm14072416 PMID: 40217866

[11] Akeel AS, Alamri AH, Alayed NA, Alraddadi AH, Aljufan YM, Alnazzal MY, et al. Utilization and Limitations of the Shock Index in the Emergency Settings. J Pharm Res Int. 2021;33(60B):900-905 DOI: 10.9734/jpri/2021/v33i60B34692

[12] Haagsma JA, Graetz N, Bolliger I, Naghavi M, Higashi H, Mullany EC, et al. The global burden of injury: incidence, mortality, disability-adjusted life years and time trends from the Global Burden of Disease study 2013. Inj Prev. 2016;22(1):3-18 DOI: 10.1136/injuryprev-2015-041616 PMID: 26635210

[13] Mutschler M, Paffrath T, Wölfl C, Probst C, Nienaber U, Schipper IB, et al. The ATLS(®) classification of hypovolaemic shock: a well established teaching tool on the edge? Injury. 2014;45 Suppl 3:S35-8

DOI: 10.1016/j.injury.2014.08.015 PMID: 25284231

[14] Carsetti A, Antolini R, Casarotta E, Damiani E, Gasparri F, Marini B, et al. Shock index as predictor of massive transfusion and mortality in patients with trauma: a systematic review and meta-analysis. Crit Care. 2023;27(1):85

DOI: 10.1186/s13054-023-04386-w PMID: 36872322

[15] MacKenzie EJ, Rivara FP, Jurkovich GJ, Nathens AB, Frey KP, Egleston BL, et al. A national evaluation of the effect of trauma-center care on mortality. N Engl J Med. 2006;354(4):366-78

DOI: 10.1056/NEJMsa052049 PMID: 16436768

[16] Vandromme MJ, Griffin RL, Kerby JD, McGwin G Jr, Rue LW 3rd, Weinberg JA. Identifying risk for massive transfusion in the relatively normotensive patient: utility of the prehospital shock index. J Trauma. 2011;70(2):384-8

DOI: 10.1097/TA.0b013e3182095a0a PMID: 21307738

[17] Schroll R, Swift D, Tatum D, Couch S, Heaney JB, Llado-Farrulla M, et al. Accuracy of shock index versus ABC score to predict need for massive transfusion in trauma patients. Injury. 2018;49(1):15-19

DOI: 10.1016/j.injury.2017.09.015 PMID: 29017765

[18] Rau CS, Wu SC, Kuo SC, Pao-Jen K, Shiun-Yuan H, Chen YC, et al. Prediction of Massive Transfusion in Trauma Patients with Shock Index, Modified Shock Index, and Age Shock Index. Int J Environ Res Public Health. 2016;13(7):683

DOI: 10.3390/ijerph13070683 PMID: 27399737

[19] McNab A, Burns B, Bhullar I, Chesire D, Kerwin A. An analysis of shock index as a correlate for outcomes in trauma by age group. Surgery. 2013;154(2):384-7

DOI: 10.1016/j.surg.2013.05.007 PMID: 23889965

[20] Koch E, Lovett S, Nghiem T, Riggs RA, Rech MA. Shock index in the emergency department: utility and limitations. Open Access Emerg Med. 2019;11:179-199 DOI: 10.2147/OAEM.S178358 PMID: 31616192

[21] Kung WM, Tsai SH, Chiu WT, Hung KS, Wang SP, Lin JW, et al. Correlation between Glasgow coma score components and survival in patients with traumatic brain injury. Injury. 2011;42(9):940-4

DOI: 10.1016/j.injury.2010.09.019 PMID: 21067749

[22] Norouzi V, Feizi I, Vatankhah S, Pourshaikhian M. Calculation of the probability of survival for trauma patients based on trauma score and the injury severity score model in fatemi hospital in ardabil. Arch Trauma Res. 2013;2(1):30-5 DOI: 10.5812/atr.9411 PMID: 24396787

[23] Goel A, Kumar S, Bagga MK. Epidemiological and Trauma Injury and Severity Score (TRISS) analysis of trauma patients at a tertiary care centre in India. Natl Med J India. 2004;17(4):186-9 PMID: 15372759

[24] Haas B, Jurkovich GJ, Wang J, Rivara FP, Mackenzie EJ, Nathens AB. Survival advantage in trauma centers: expeditious intervention or experience? J Am Coll Surg. 2009;208(1):28-36 DOI: 10.1016/j.jamcollsurg.2008.09.004 PMID: 19228499