Skip to main content
  • Original research
  • Open access
  • Published:

Hyperchloremia is associated with 30-day mortality in major trauma patients: a retrospective observational study

Abstract

Background

Chloride is important for maintaining acid-base balance, muscular activity, osmosis and immunomodulation. In patients with major trauma, chloride levels increase after fluid therapy; this is associated with poor clinical outcomes. The purpose of this study was to determine whether hyperchloremia was associated with increased mortality in patients who had sustained major trauma.

Methods

This study enrolled 266 major trauma patients by retrospective chart review, from January 2011 to December 2015. Patients were older than 16 years; were admitted to an intensive care unit; survived more than 48 h; and had sustained major trauma, defined as an injury severity score ≥ 16. Hyperchloremia was defined as a chloride level > 110mEq/L. Delta chloride (Δchloride) was defined as the difference between the serum chloride level measured 48-h post-admission and the initial level. Clinical and laboratory variables were compared between survivors (n = 235) and non-survivors (n = 31). A multivariate logistic regression analysis was performed to assess the association between hyperchloremia 48-h post-admission (hyperchloremia-48) and 30-day mortality.

Results

The overall 30-day mortality was 11.7 % (n = 31). Hyperchloremia-48 occurred in 65 patients (24.4 %) and the incidence was significantly different between survivors and non-survivors (19.6 vs. 61.3 %, respectively, p < 0.001). Multivariate logistic analysis identified hyperchloremia-48 and Δchloride as independent predictive factors for 30-day mortality in major trauma patients.

Discussion

Infusion of chloride-rich solutions, such as normal saline, is itself associated with hyperchloremia, which has been associated with poor patient outcomes. Patients receiving normal saline were more likely to suffer major postoperative complications, acute kidney injury, and infections. Moreover, large changes in serum chloride levels correlated with greater in-hospital mortality.

Conclusion

Hyperchloremia 48-h post-admission and Δchloride was associated with 30-day mortality in major trauma patients. These indices may be useful prognostic markers.

Background

Chloride is the major anion in blood, accounting for approximately one-third of plasma tonicity, for 97–98 % of all strong anionic charges, and for two-thirds of all negative charges in plasma [1]. It plays a pivotal role in many body functions, including acid-base balance, muscular activity, osmosis and immunomodulation [2]. Despite its physiologic importance, chloride has received much less attention than other routinely measured electrolytes [1]. However, the more our understanding of acid-base and chloride channel physiology increases, the greater our interest in chloride becomes. In human studies, hyperchloremia has been identified as being able to reduce splanchnic blood flow, as measured by gastric tonometry [3]. Renal vasoconstriction has been induced experimentally by infusion of chloride-containing solutions in animal studies [4, 5]. In experimental sepsis, hyperchloremic acidosis provoked an increase in circulating inflammatory molecules [6]. Previous studies have reported an association between hyperchloremia and mortality in critically ill patients [7, 8], and in patients following non-cardiac surgery [9].

Severely injured trauma patients often initially require significant fluid resuscitation. According to Advanced Trauma Life Support guidelines, a bolus of 1–2 L of a warmed isotonic solution may be required to achieve an appropriate response in hemodynamically unstable patients [10]. The fluids most commonly used for resuscitation are 0.9 % normal saline (NS, 0.9 % NaCl), which contains supra-physiologic levels of sodium and chloride (154 mmol/L), and “balanced” crystalloids, such as Ringer’s lactate or Plasma-Lyte (Baxter Healthcare, Deerfield, IL, USA), which typically have more physiologic electrolyte concentrations (98–112 mmol/L chloride and 130–140 mmol/L sodium) [11]. Because it contains supra-physiologic levels of sodium and chloride, NS can cause hyperchloremic metabolic acidosis [12, 13]. As major trauma patients are commonly exposed to NS during the salvage phase of shock, they are susceptible to hyperchloremia in the post-resuscitation phase. The purpose of this study was to determine whether serum chloride levels are associated with mortality in patients who have sustained major trauma.

Methods

Study design and data collection

We conducted a retrospective observational study in single center from January 2011 to December 2015. A total of 1095 trauma patients were admitted to the emergency department during this period. We excluded patients with the following characteristics: ≤16 years of age; injury severity score (ISS) < 16; admitted to a general ward; underlying chronic renal failure; died within 48 h of admission to the emergency department; and with initial hyperchloremia (chloride > 110 mmol/L). The patients with initial hyperchloremia (n = 18) had been transferred from other hospitals after receiving fluid resuscitation or other management. They were also transferred 3 days or more after injury. Consequently, 829 patients were excluded and 266 enrolled. Patients were divided into two groups: survivors (n = 235) and non-survivors (n = 31). These groups were compared with respect to clinical and biochemical variables (Fig. 1).

Fig. 1
figure 1

Study population by inclusion and exclusion criteria. ED, emergency department; ISS, injury severity score; CRF, chronic renal failure

The study was approved by the Institutional Review Board (IRB No. 4-2016-0295), which waived the requirement for informed consent because of the retrospective nature of the study.

Study variables and definition

Baseline characteristics included age, sex, underlying disease, Glasgow coma scale (GCS) score, and trauma related variables, such as ISS, revised trauma score (RTS), trauma and injury severity score (TRISS), mechanism(s) of injury and injury regions. Laboratory results were measured at initial presentation to the emergency unit at 48-h post-admission. Data regarding the length of hospital stay, length of intensive care unit stay and duration of mechanical ventilation were collected and analyzed.

Hyperchloremia was defined as a serum chloride level > 110 mmol/L. Delta chloride (Δchloride) was defined as the difference between the chloride level 48-h post-admission and the initial level. Body mass index was defined as body mass divided by the square of height (kg/m2), and GCS score refers to that obtained at the initial assessment. The Acute Physiology and Chronic Health Evaluation II (APACHE II) scores were calculated within the first day of ICU admission. Hypotension was defined as an initial systolic blood pressure < 90 mmHg, and hypothermia was defined as an initial body temperature < 35 °C. Emergency operations and emergency angio-embolization were defined as those performed within 24 h of admission. The total amount of fluid administered over 48 h was included, not only crystalloids but also colloids and blood transfusion products. NS infused over the first 48 h included fluid for resuscitation as well as that mixed with other drugs. Acute kidney injury (AKI) was defined according to the consensus Risk, Injury, Failure, Loss and End-Stage Renal Disease (RIFLE) definition [14] using serum creatinine changes with urine output criteria.

Study outcomes

The primary outcome investigated in the multivariate logistic regression was 30-day hospital mortality, defined as all-cause mortality within 30-days of hospital admission.

Statistical analysis

Statistical analysis was performed using IBM SPSS Statistics 20.0 (IBM Co. Armonk, NY). Categorical data were presented as number (%), and were compared using the chi-square or Fisher’s exact test. Continuous variables were expressed as the mean and standard deviation or median and inter-quartile range (IQR), and were compared between groups using the Student’s t-test or Mann-Whiney U test. Factors found to be significantly associated with mortality (p-value < 0.05) by univariate analysis were included in the multivariate analysis with age, as age is regarded as an important factor for mortality. APACHE II score was excluded from the analysis, because most of the variables that comprise the APACHE II score were included individually. Laboratory factors used in the analysis, such as hyperchloremia and base deficit, were the results at 48-h post-admission. Logistic regression analysis was performed independently to identify the association of 30-day mortality with hyperchloremia-48, absolute value of chloride and Δchloride by using the maximum likelihood method and backward stepwise selection. Goodness-of-fit was assessed using the Hosmer-Lemeshow test.

Results

Of the 266 patients included in the study, 235 (88 %) survived and 31 (12 %) died within 30 days of admission. The mean age of the patients was 49.7 years and 196 (74 %) patients were male with no significant difference between survivors and non-survivors in terms of age and sex. Mean ISS, RTS and APACHE II scores differed significantly between the two groups (Table 1).

Table 1 Baseline characteristics of major trauma patients

Hypotension and hypothermia were detected in 22 (71 %) and 10 (32 %) non-survivors, respectively. Both these proportions were significantly greater compared to those of survivors (Table 2). There was a significant difference between survivors and non-survivors in terms of receiving blood-product transfusions (50 % vs. 87 %, respectively, p < 0.001). The median volume of fluid infused during the first 48 h was also significantly different between survivors and non-survivors (7.4 L vs. 11.8 L, p < 0.001), but volumes of NS infused were not significantly different (2.0 L vs. 2.1 L, p = 0.75). Overall, the median positive fluid balance was 2.2 L, significantly higher in non-survivors than in survivors (2.1 L vs. 2.7 L cumulative fluid balance at 48 h, p = 0.03).

Table 2 Comparison of clinical parameters between survivors and non-survivors

There were no significant differences in electrolyte levels at initial measurement. However, 48 h post-admission, sodium (140.6 ± 4.31 mmol/L vs. 148.5 ± 10.1 mmol/L, p < 0.001) and chloride (105.7 ± 4.7 mmol/L vs. 112.6 ± 10.7 mmol/L, p = 0.002) levels were significantly higher in non-survivors than in survivors, respectively. Base deficit and lactate levels also differed significantly between the two groups. The difference in chloride level between the 48-h post-admission and initial measurement, Δchloride, was significantly higher in non-survivors (10.3 ± 11.1 mmol/L) than in survivors (1.7 ± 5.2 mmol/L, p < 0.001). In addition, increases in Δchloride were significantly different between the two groups (Table 3).

Table 3 Comparison of laboratory findings between survivors and non-survivors

The median overall length of hospital stay was longer for survivors (25.0 days) than non-survivors (8.0 days, p < 0.001), although there was no difference in the median duration of ICU stay. While emergency operations were more frequently performed in non-survivors, there was no difference between the groups in the proportion of patients undergoing angio-embolization. Hyperchloremia 48-h post-admission (hyperchloremia-48) was more common in non-survivors (Table 4).

Table 4 Clinical outcomes of survivors and non-survivors

Multivariate analysis revealed that hyperchloremia-48 (adjusted odds ratio [OR] = 4.567, 95 % confidence interval [CI] = 1.634–12.764, p = 0.004), RTS, base deficit, use of vasopressor and AKI were independent predictors for 30-day mortality in major trauma patients (Table 5). In addition, the absolute value of chloride at 48 h (OR = 1.075, 95 % CI = 1.006–1.150, p = 0.03, Table 6) and Δchloride (OR = 1.096, 95 % CI = 1.027–1.169, p = 0.006, Table 7) were independent risk factors for 30-day mortality in major trauma patients.

Table 5 Univariate and multivariate analyses evaluating the association of hyperchloremia-48 on 30-day mortality
Table 6 Univariate and multivariate analyses evaluating the association of absolute value of Chloride (mmol/L) on 30-day mortality
Table 7 Univariate and multivariate analyses evaluating the association of Δchloride (mmol/L) on 30-day mortality

Discussion

This study comprised seriously injured patients (ISS ≥ 16) admitted to a trauma ICU. Hyperchloremia occurred frequently in patients who had normal levels of serum chloride on admission; 24 % had serum chloride levels > 110 mmol/L 48-h post-admission. Multivariate logistic regression analysis identified hyperchloremia-48 and Δchloride as being independently associated with 30-day mortality, adjusted for other significant variables. Similar to previous studies that reported an association between hyperchloremia and mortality in critically ill [7, 8], and postoperative patients [9], our study showed that elevated chloride levels may be associated with mortality in major trauma patients.

Pro-inflammatory responses to hyperchloremic metabolic acidosis are mediated by nitric oxide and are associated with a higher interleukin (IL)-6 to IL-10 ratio when compared with lactic acidosis, as reported in in vitro cell models [15]. Hyperchloremic metabolic acidosis may be a pro-inflammatory modulator in sepsis [6, 16, 17]. Neutrophil function is also influenced by chloride influx through different chloride channels and via cotransporters [18, 19]. Low or absent extracellular chloride concentrations are associated with decreased neutrophil function [20, 21].

Associations between fluid overload and morbidity and mortality were reported by the Fluid and Catheter Treatment Trial (FACTT) and other trials in surgical patients [2224]. When administered in large volumes, NS has been shown to cause coagulopathy [25, 26]. The mechanisms underlying saline-induced coagulopathy are not fully known. Our results showed that non-survivors had significantly higher total volumes of fluid infused compared to survivors (7.4L vs. 11.8L). However, these patients could have had greater fluid demands because of hypotension or the need to undergo emergency operations (which was significantly higher in non-survivors than in survivors). Shaw et al. [11] revealed that resuscitation volumes ≤ 1500 mL, which may reflect a low total chloride load (0–300 mmol), were not associated with increased mortality. However, there was a trend towards increasing mortality with increasing chloride load in patients receiving ≥ 1500 mL of fluid for resuscitation, which may reflect the potential risk of resuscitation with chloride-rich fluids. In the present study, the overall median total fluid infusion volume was 7.6 L (IQR 6.3–10.1 L) over 48 h. Total chloride loads may have been enough to show this trend, but we were unable to calculate the volume-adjusted chloride load. Some data were missing and we could not include other kinds of infused fluid, such as blood transfusion products and colloid.

Infusion of chloride-rich solutions, such as NS, is itself associated with hyperchloremia [1, 13, 2729] which has been associated with poor patient outcomes [8, 9]. Shaw et al. [30] considered postoperative outcomes following abdominal surgery: Their analysis used propensity score matching to match 926 patients receiving Plasma-Lyte in a 3:1 ratio to patients receiving NS. Patients receiving NS were more likely to suffer major postoperative complications, AKI and infection. Similarly, large changes in serum chloride levels correlated with greater in-hospital mortality [11]. However, a meta-analysis of high-versus low-chloride content in perioperative and critical care fluid resuscitation concluded that a weak but significant association of unfavorable outcomes was found, but that mortality was unaffected by chloride content [31]. Our results showed significant differences between survivors and non-survivors with the groups of Δchloride. These findings contribute to the evidence of the potentially serious clinical impact of using chloride-rich crystalloids that could induce hyperchloremia.

The present study has a number of limitations. First, this was a retrospective, single tertiary center study. Second, the fluid resuscitation strategy could not be controlled because of retrospective data collection. Similarly, pre-hospital fluid resuscitation was not included. However, we did exclude patients with hyperchloremia at initial measurement on admission. Third, as mentioned previously, we were unable to include other kinds of infused fluid, such as blood products and colloids. We were also unable to calculate the volume-adjusted chloride load. Fourth, selection bias may have been possible given the inclusion and exclusion criteria. Lastly, because of the limited patient numbers, our results are not representative of all major trauma patients. Larger, controlled studies are need for greater power and reliability.

Conclusion

Hyperchloremia 48-h post-admission occurs frequently in patients who have sustained major trauma. We found that hyperchloremia-48 and Δchloride were independently associated with all cause 30-day mortality in major trauma patients. These variables might be useful to predict mortality in patients who have sustained major trauma. However, data from large, prospective, controlled studies that are adequately powered are needed to detect differences in outcomes such as mortality and morbidity.

Abbreviations

AKI:

Acute kidney injury

APACHE II:

Acute Physiology and Chronic Health Evaluation II

CI:

Confidence interval

GCS:

Glasgow coma scale

ICU:

Intensive care unit

IL:

Interleukin

IQR:

Inter-quartile range

ISS:

Injury severity score

NS:

Normal saline

OR:

Odds ratio

RTS:

Revised trauma score

TRISS:

Trauma and injury severity score

References

  1. Yunos NM, Bellomo R, Story D, Kellum J. Bench-to-bedside review: Chloride in critical illness. Crit Care. 2010;14:226.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Berend K, van Hulsteijn LH, Gans RO. Chloride: the queen of electrolytes? Eur J Intern Med. 2012;23:203–11.

    Article  CAS  PubMed  Google Scholar 

  3. Wilkes NJ, Woolf RL, Powanda MC, Gan TJ, Machin SJ, Webb A, Mutch M, Bennett-Guerrero E, Mythen M. Hydroxyethyl starch in balanced electrolyte solution (Hextend)--pharmacokinetic and pharmacodynamic profiles in healthy volunteers. Anesth Analg. 2002;94:538–44. Table of contents.

    Article  CAS  PubMed  Google Scholar 

  4. Wilcox CS. Regulation of renal blood flow by plasma chloride. J Clin Invest. 1983;71:726–35.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Bullivant EM, Wilcox CS, Welch WJ. Intrarenal vasoconstriction during hyperchloremia: role of thromboxane. Am J Physiol. 1989;256:F152–7.

    CAS  PubMed  Google Scholar 

  6. Kellum JA, Song M, Almasri E. Hyperchloremic acidosis increases circulating inflammatory molecules in experimental sepsis. Chest. 2006;130:962–7.

    Article  CAS  PubMed  Google Scholar 

  7. Boniatti MM, Cardoso PR, Castilho RK, Vieira SR. Is hyperchloremia associated with mortality in critically ill patients? A prospective cohort study. J Crit Care. 2011;26:175–9.

    Article  CAS  PubMed  Google Scholar 

  8. Neyra JA, Canepa-Escaro F, Li X, Manllo J, Adams-Huet B, Yee J, Yessayan L, Acute Kidney Injury in Critical Illness Study G. Association of Hyperchloremia with hospital mortality in critically ill septic patients. Crit Care Med. 2015;43:1938–44.

    Article  PubMed  PubMed Central  Google Scholar 

  9. McCluskey SA, Karkouti K, Wijeysundera D, Minkovich L, Tait G, Beattie WS. Hyperchloremia after noncardiac surgery is independently associated with increased morbidity and mortality: a propensity-matched cohort study. Anesth Analg. 2013;117:412–21.

    Article  PubMed  Google Scholar 

  10. Subcommittee A, American College of Surgeons’ Committee on T, International Awg. Advanced trauma life support (ATLS(R)): the ninth edition. J Trauma Acute Care Surg. 2013;74:1363–6.

    Google Scholar 

  11. Shaw AD, Raghunathan K, Peyerl FW, Munson SH, Paluszkiewicz SM, Schermer CR. Association between intravenous chloride load during resuscitation and in-hospital mortality among patients with SIRS. Intensive Care Med. 2014;40:1897–905.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Young JB, Utter GH, Schermer CR, Galante JM, Phan HH, Yang Y, Anderson BA, Scherer LA. Saline versus Plasma-Lyte A in initial resuscitation of trauma patients: a randomized trial. Ann Surg. 2014;259:255–62.

    Article  PubMed  Google Scholar 

  13. Scheingraber S, Rehm M, Sehmisch C, Finsterer U. Rapid saline infusion produces hyperchloremic acidosis in patients undergoing gynecologic surgery. Anesthesiology. 1999;90:1265–70.

    Article  CAS  PubMed  Google Scholar 

  14. Bellomo R, Ronco C, Kellum JA, Mehta RL, Palevsky P. Acute renal failure - definition, outcome measures, animal models, fluid therapy and information technology needs: the Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Crit Care. 2004;8:R204–12.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Kellum JA, Song M, Li J. Lactic and hydrochloric acids induce different patterns of inflammatory response in LPS-stimulated RAW 264.7 cells. Am J Physiol Regul Integr Comp Physiol. 2004;286:R686–92.

    Article  CAS  PubMed  Google Scholar 

  16. Pedoto A, Nandi J, Oler A, Camporesi EM, Hakim TS, Levine RA. Role of nitric oxide in acidosis-induced intestinal injury in anesthetized rats. J Lab Clin Med. 2001;138:270–6.

    Article  CAS  PubMed  Google Scholar 

  17. Pedoto A, Caruso JE, Nandi J, Oler A, Hoffmann SP, Tassiopoulos AK, McGraw DJ, Camporesi EM, Hakim TS. Acidosis stimulates nitric oxide production and lung damage in rats. Am J Respir Crit Care Med. 1999;159:397–402.

    Article  CAS  PubMed  Google Scholar 

  18. Aiken ML, Painter RG, Zhou Y, Wang G. Chloride transport in functionally active phagosomes isolated from Human neutrophils. Free Radic Biol Med. 2012;53:2308–17.

    Article  CAS  PubMed  Google Scholar 

  19. Sun YT, Shieh CC, Delpire E, Shen MR. K(+)-Cl(−) cotransport mediates the bactericidal activity of neutrophils by regulating NADPH oxidase activation. J Physiol. 2012;590:3231–43.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Painter RG, Bonvillain RW, Valentine VG, Lombard GA, LaPlace SG, Nauseef WM, Wang G. The role of chloride anion and CFTR in killing of Pseudomonas aeruginosa by normal and CF neutrophils. J Leukoc Biol. 2008;83:1345–53.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Akong-Moore K, Chow OA, von Kockritz-Blickwede M, Nizet V. Influences of chloride and hypochlorite on neutrophil extracellular trap formation. PLoS One. 2012;7:e42984.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Brandstrup B, Tonnesen H, Beier-Holgersen R, Hjortso E, Ording H, Lindorff-Larsen K, Rasmussen MS, Lanng C, Wallin L, Iversen LH, et al. Effects of intravenous fluid restriction on postoperative complications: comparison of two perioperative fluid regimens: a randomized assessor-blinded multicenter trial. Ann Surg. 2003;238:641–8.

    Article  PubMed  PubMed Central  Google Scholar 

  23. National Heart L, Blood Institute Acute Respiratory Distress Syndrome Clinical Trials N, Wiedemann HP, Wheeler AP, Bernard GR, Thompson BT, Hayden D, de Boisblanc B, Connors Jr AF, Hite RD, Harabin AL. Comparison of two fluid-management strategies in acute lung injury. N Engl J Med. 2006;354:2564–75.

    Article  Google Scholar 

  24. Stewart RM, Park PK, Hunt JP, McIntyre Jr RC, McCarthy J, Zarzabal LA, Michalek JE, National Institutes of Health/National Heart L, Blood Institute Acute Respiratory Distress Syndrome Clinical Trials N. Less is more: improved outcomes in surgical patients with conservative fluid administration and central venous catheter monitoring. J Am Coll Surg. 2009;208:725–35. discussion 735–727.

    Article  PubMed  Google Scholar 

  25. Ahn HJ, Yang M, Gwak MS, Koo MS, Bang SR, Kim GS, Lee SK. Coagulation and biochemical effects of balanced salt-based high molecular weight vs saline-based low molecular weight hydroxyethyl starch solutions during the anhepatic period of liver transplantation. Anaesthesia. 2008;63:235–42.

    Article  CAS  PubMed  Google Scholar 

  26. Todd SR, Malinoski D, Muller PJ, Schreiber MA. Lactated Ringer’s is superior to normal saline in the resuscitation of uncontrolled hemorrhagic shock. J Trauma. 2007;62:636–9.

    Article  PubMed  Google Scholar 

  27. Williams EL, Hildebrand KL, McCormick SA, Bedel MJ. The effect of intravenous lactated Ringer’s solution versus 0.9 % sodium chloride solution on serum osmolality in human volunteers. Anesth Analg. 1999;88:999–1003.

    CAS  PubMed  Google Scholar 

  28. Reid F, Lobo DN, Williams RN, Rowlands BJ, Allison SP. (Ab)normal saline and physiological Hartmann’s solution: a randomized double-blind crossover study. Clin Sci (Lond). 2003;104:17–24.

    CAS  Google Scholar 

  29. Chowdhury AH, Cox EF, Francis ST, Lobo DN. A randomized, controlled, double-blind crossover study on the effects of 2-L infusions of 0.9 % saline and plasma-lyte(R) 148 on renal blood flow velocity and renal cortical tissue perfusion in healthy volunteers. Ann Surg. 2012;256:18–24.

    Article  PubMed  Google Scholar 

  30. Shaw AD, Bagshaw SM, Goldstein SL, Scherer LA, Duan M, Schermer CR, Kellum JA. Major complications, mortality, and resource utilization after open abdominal surgery: 0.9 % saline compared to Plasma-Lyte. Ann Surg. 2012;255:821–9.

    Article  PubMed  Google Scholar 

  31. Krajewski ML, Raghunathan K, Paluszkiewicz SM, Schermer CR, Shaw AD. Meta-analysis of high- versus low-chloride content in perioperative and critical care fluid resuscitation. Br J Surg. 2015;102:24–36.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

Not applicable.

Funding

Not applicable.

Availability of data and material

The datasets analyzed in the current study are available on reasonable request to the corresponding author.

Authors’ contributions

JYL and SHL designed the study, JYL, THH, KYL collected the data. JYL did the statistical analyses with SHL, JGL and MJJ. JYL wrote the article. All authors read and approved the submitted version.

Competing interests

The authors declare that they have no competing interests.

Consent for publication

Not applicable.

Ethics approval and consent to participate

The study was approved by the Institutional Review Board (IRB No. 4-2016-0295), which waived the requirement for informed consent because of the retrospective nature of the study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Seung Hwan Lee.

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lee, J.Y., Hong, T.H., Lee, K.W. et al. Hyperchloremia is associated with 30-day mortality in major trauma patients: a retrospective observational study. Scand J Trauma Resusc Emerg Med 24, 117 (2016). https://doi.org/10.1186/s13049-016-0311-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s13049-016-0311-7

Keywords