skip to main content

Base Deficit and Increased Lactate Level as Predictors of Blood Transfusion in Trauma Patients With Acute Bleeding at the Emergency Department RSUP Prof. dr. I.G.N.G. Ngoerah

1Department of Anesthesiology and Intensive Therapy, Faculty of Medicine, Universitas Udayana, Denpasar, Indonesia

2Faculty of Medicine, Universitas Udayana, Denpasar, Indonesia

Received: 16 Dec 2025; Revised: 4 Apr 2026; Accepted: 22 Apr 2026; Available online: 23 Apr 2026.
Open Access Copyright 2026 JAI (Jurnal Anestesiologi Indonesia)
Creative Commons License This work is licensed under a Creative Commons Attribution 4.0 International License.

Citation Format:
Cover Image
Abstract

Background: Bleeding caused by trauma is still a prominent factor in death and organ system complications. Base deficit (BD) and lactate levels are experiencing disturbances which result in hypoxic acidosis conditions at the tissue and cellular levels.

Objective: This study aims to determine the relationship between low base deficit levels, high lactate values, related to the need for blood transfusions in trauma patients with acute blood loss.

Method: This research is an observational analytic study with a prospective cohort study design. The target population of this study were all trauma patients with acute bleeding admitted to the emergency room Prof Dr. dr. IGNG Ngoerah.

Result: Age results showed a mean ± SD of 25.08 ± 6.38 years, the most gender was male, there were 36 subjects (72%), Hb levels had an average of ± 10.47 ± 2.85 g/dL, BMI results had mean ± SD 23.47 ± 3.54 kg/m2, the most common type of trauma was multiple trauma, the ISS score was found to have a mean ± SD 23.38 ± 9.09. The results for the value of the base level obtained a mean ± SD of 4.08 ± 5.08 mmol/L, with the transfusion group with an average of -6.41 ± 4.65 mmol/L. Low base level <-3 mmol/L had RR 3.69 (95% CI 1.83-7.45; P<0.001) and Adj RR 18.56 (95% CI 14.00-24.75; p=0.002 ). The average lactate result was found to have a mean ± SD 3.77 ± 2.29 and in the transfusion group 4.78 ± 2.38 mmol/L with high lactate levels (> 4 mmol/L) RR 5.53 (CI 95% 2, 25-13.64; P<0.001) and Adj RR 41.21 (95% CI 35.05-57.74; p<0.001).

Conclusion: Low base deficit and high lactate levels are associated with the need for blood transfusions in patients with acute bleeding.

 

Note: This article has supplementary file(s).

Fulltext |  common.other
Ethical Clearance
Subject
Type Other
  Download (705KB)    Indexing metadata
Email colleagues
Keywords: base deficit level; bleeding; lactate; transfusion; trauma

Article Metrics:

  1. Luchette FA, Jenkins WA, Friend LA, Su C, Fischer JE, James JH. Hypoxia Is Not the Sole Cause of Lactate Production during Shock. The Journal of Trauma: Injury, Infection, and Critical Care. 2002 Mar;52(3):415–9. doi: 10.1097/00005373-200203000-00001
  2. Faria I, Thivalapill N, Makin J, Puyana JC, Raykar N. Bleeding, Hemorrhagic Shock, and the Global Blood Supply. Crit Care Clin. 2022 Oct;38(4):775–93. doi: 10.1016/j.ccc.2022.06.013
  3. Jávor P, Csonka E, Butt E, Rárosi F, Babik B, Török L, et al. Comparison of the Previous and Current Trauma-Related Shock Classifications: A Retrospective Cohort Study from a Level I Trauma Center. European Surgical Research. 2021;62(4):229–37. doi: 10.1159/000516102
  4. Mutschler M. Renaissance of base deficit for trauma assessment. Crit Care. 2013;17. doi: 10.1186/cc12555
  5. Chawla LS, Nader A, Nelson T, Govindji T, Wilson R, Szlyk S, et al. Utilization of base deficit and reliability of base deficit as a surrogate for serum lactate in the peri-operative setting. BMC Anesthesiol. 2010 Dec 9;10(1):16. doi: 10.1186/1471-2253-10-16
  6. Griggs JE, Lyon RM, Sherriff M, Barrett JW, Wareham G, ter Avest E. Predictive clinical utility of pre-hospital point of care lactate for transfusion of blood product in patients with suspected traumatic haemorrhage: derivation of a decision-support tool. Scand J Trauma Resusc Emerg Med. 2022 Dec 13;30(1):72. doi: 10.1186/s13049-022-01061-x
  7. Ducrocq G, Gonzalez-Juanatey JR, Puymirat E, Lemesle G, Cachanado M, Durand-Zaleski I, et al. Effect of a Restrictive vs Liberal Blood Transfusion Strategy on Major Cardiovascular Events Among Patients With Acute Myocardial Infarction and Anemia. JAMA. 2021 Feb 9;325(6):552. doi: 10.1001/jama.2021.0135
  8. Kumar TV, Mathankumar M, Manjunathan A, Sathyaraj J. Time based costing of energy storage system with optimal scheduling and dispatch under demand. Mater Today Proc. 2021;45:1738–41. doi: 10.1016/j.matpr.2020.08.620
  9. Özakın E, Yazlamaz NÖ, Kaya FB, Çanakçı ME, Bilgin M. Lactate and base deficit combination score for predicting blood transfusion need in blunt multi-trauma patients. Turkish Journal of Trauma and Emergency Surgery. 2022;28(5):599. doi: 10.14744/tjtes.2021.02404
  10. AbdelRazik M, Alquwaiz IA, Khojah AA, Alshahrani AY, Aldakkan OZ, Alhumaydani NK, et al. Clinical and epidemiological characteristics of road traffic accidents patients received at 2 intensive care units in Saudi Arabia—A cross-sectional study. J Family Med Prim Care. 2021 Oct;10(10):3863–8. doi: 10.4103/jfmpc.jfmpc_879_21
  11. Eastridge BJ, Holcomb JB, Shackelford S. Outcomes of traumatic hemorrhagic shock and the epidemiology of preventable death from injury. Transfusion (Paris). 2019 Apr 13;59(S2):1423–8. doi: 10.1111/trf.15161
  12. Dkhar I, Hazra D, Madhiyazhagan M, Joseph J, Abhilash KP. A retrospective study on the profile of long bone injuries in trauma patients presenting to emergency department. 2019;17(3):60. doi: 10.4103/cmi.cmi_35_19
  13. Andersen LW, Mackenhauer J. Etiology and therapeutic approach to elevated lactate levels. Mayo Clin Proc. 2013;88:1127–40. doi: 10.1016/J.MAYOCP.2013.06.012
  14. Lo BD, Merkel KR, Dougherty JL, Kajstura TJ, Cruz NC, Sikorski RA, et al. Assessing predictors of futility in patients receiving massive transfusions. Transfusion (Paris). 2021 Jul 6;61(7):2082–9. doi: 10.1111/trf.16410
  15. Lacroix J, Hébert PC, Hutchison JS, Hume HA, Tucci M, Ducruet T, et al. Transfusion Strategies for Patients in Pediatric Intensive Care Units. New England Journal of Medicine. 2007 Apr 19;356(16):1609–19. doi: 10.1056/NEJMoa066240
  16. Al Nefaie H, Alsuhaymi Z. Fracture Patterns in Saudi Arabian Road Traffic Accidents Over the Last 12 Years: A Systematic Review. Journal of Healthcare Sciences. 2022;2:413–21. doi: 10.52533/johs.2022.21113
  17. Hajjar LA, Vincent JL, Galas FRBG, Nakamura RE, Silva CMP, Santos MH, et al. Transfusion Requirements After Cardiac Surgery. JAMA. 2010 Oct 13;304(14):1559. doi: 10.1001/jama.2010.1446
  18. Binz S, McCollester J, Thomas S, Miller J, Pohlman T, Waxman D, et al. CRASH-2 Study of Tranexamic Acid to Treat Bleeding in Trauma Patients: A Controversy Fueled by Science and Social Media. J Blood Transfus. 2015 Sep 7;2015:1–12. doi: 10.1155/2015/874920
  19. Benner A, Patel AK, Singh K, Dua A. Physiology, Bohr Effect. 2026. PubMed PMID: 30252284
  20. Chang KY, Kim SH, Kim YO, Jin DC, Song HC, Choi EJ, et al. The impact of blood flow rate during hemodialysis on all-cause mortality. Korean J Intern Med. 2016 Nov 1;31(6):1131–9. doi: 10.3904/kjim.2015.111
  21. El Moheb M, Jia Z, Qin H, El Hechi MW, Nordestgaard AT, Lee JM, et al. The Obesity Paradox in Elderly Patients Undergoing Emergency Surgery: A Nationwide Analysis. Journal of Surgical Research. 2021 Sep;265:195–203. doi: 10.1016/j.jss.2021.02.008
  22. Benhamed A, Ndiaye A, Emond M, Lieutaud T, Boucher V, Gossiome A, et al. Road traffic accident-related thoracic trauma: Epidemiology, injury pattern, outcome, and impact on mortality—A multicenter observational study. PLoS One. 2022 May 6;17(5):e0268202. doi: 10.1371/journal.pone.0268202
  23. Fitschen-Oestern S, Lippross S, Lefering R, Klüter T, Behrendt P, Weuster M, et al. Missed hand and forearm injuries in multiple trauma patients: An analysis from the TraumaRegister DGU®. Injury. 2020 Jul;51(7):1608–17. doi: 10.1016/j.injury.2020.04.022
  24. Djalante S. Traffic Accident Characteristic Assessment to Enhance Sustainability in Road and Transportation Infrastructures in Indonesia. OAlib. 2020;07(10):1–12. doi: 10.4236/oalib.1106796
  25. Fox EE, Holcomb JB, Wade CE, Bulger EM, Tilley BC. Earlier Endpoints are Required for Hemorrhagic Shock Trials Among Severely Injured Patients. Shock. 2017 May;47(5):567–73. doi: 10.1097/SHK.0000000000000788
  26. Tumiwa MCR, Kapantow NH, Punuh M. Gambaran Asupan Vitamin Larut Lemak Mahasiswa Semester Iv Fakultas Kesehatan Masyarakat Universitas Sam Ratulangi Pada Saat Pembatasan Sosial Pandemi Covid-19. Jurnal KESMAS [Internet]. 2020 [cited 2026 Mar 23];9(6):101–6. Available from: https://ejournal.unsrat.ac.id/v3/index.php/kesmas/article/view/30939
  27. Tonglet M, Lefering R, Minon JM, Ghuysen A, D’Orio V, Hildebrand F, et al. Prehospital identification of trauma patients requiring transfusion: results of a retrospective study evaluating the use of the trauma induced coagulopathy clinical score (TICCS) in 33,385 patients from the TraumaRegister DGU ®. Acta Chir Belg. 2017 Nov 2;117(6):385–90. doi: 10.1080/00015458.2017.1341148
  28. Rau CT, Olafsson VG, Delgado AJ, Ritter A V., Donovan TE. The quality of fixed prosthodontic impressions. The Journal of the American Dental Association. 2017 Sep;148(9):654–60. doi: 10.1016/j.adaj.2017.04.038
  29. Maegele M, Schöchl H, Menovsky T, Maréchal H, Marklund N, Buki A, et al. Coagulopathy and haemorrhagic progression in traumatic brain injury: advances in mechanisms, diagnosis, and management. Lancet Neurol. 2017 Aug;16(8):630–47. doi: 10.1016/S1474-4422(17)30197-7
  30. Hejri M. Global Practical Stabilization of Discrete-Time Switched Affine Systems via a General Quadratic Lyapunov Function and a Decentralized Ellipsoid. IEEE/CAA Journal of Automatica Sinica. 2021 Nov;8(11):1837–51. doi: 10.1109/JAS.2021.1004183
  31. Mladinov D, Frank SM. Massive transfusion and severe blood shortages: establishing and implementing predictors of futility. Br J Anaesth. 2022 Feb;128(2):e71–4. doi: 10.1016/j.bja.2021.10.013
  32. Huh HJ, Kim KH, Lee HK, Jeong BR, Hwang JH, Chae JH. Perceived Stress, Positive Resources and Their Interactions as Possible Related Factors for Depressive Symptoms. Psychiatry Investig. 2021 Jan 25;18(1):59–68. doi: 10.30773/pi.2020.0208
  33. Davis JW. Base deficit is superior to lactate in trauma. Am J Surg. 2018;215:682–5. doi: 10.1016/j.amjsurg.2018.01.025

Last update:

No citation recorded.

Last update: 2026-04-23 11:31:28

No citation recorded.