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Archives of Academic Emergency Medicine

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Vol. 14 No. 1 (2026)

Mehr 2025

Clinical Prediction Score for Post-Intubation Hypotension Among Pa-tients with Suspected Sepsis: A Retrospective Cohort Study

  • Promphet Nuanprom
  • Welawat Tienpratarn
  • Chuenruthai Angkoontassaneeyarat
  • Kajorn Pomahapot
  • Natthanicha Jaichawa
  • Suchawadee Kajohnma

Archives of Academic Emergency Medicine, Vol. 14 No. 1 (2026), 1 Mehr 2025 , Page e59
https://doi.org/10.22037/aaem.v14i1.3158 Published: 2026-10-07

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Abstract

Introduction: Post-intubation hypotension (PIH) is a clinically important complication of emergency airway management and may be particularly relevant in patients with sepsis because of their limited hemodynamic reserve. This study aimed to develop and internally validate a clinical prediction model for PIH and derive a simplified bedside score. Methods: We conducted a retrospective cohort study of patients aged ≥15 years with suspected or confirmed sepsis who underwent emergency endotracheal intubation in the emergency department of Ramathibodi Hospital between January 2013 and December 2023. PIH was defined as systolic blood pressure <90 mmHg within 30 minutes after intubation. Candidate predictors were evaluated using logistic regression, and model reduction was guided by clinical relevance and model fit. Internal validation was performed using 1,000 bootstrap resamples. A simplified score was derived from the final model by categorizing continuous predictors and assigning points based on their regression coefficients. Results: Among 372 patients, 66 (17.7%) developed PIH. The final model included age, pre-intubation systolic blood pressure (SBP), non-rapid sequence intubation (non-RSI), and etomidate use. Increasing age (adjusted odds ratio [aOR]: 1.043 per year; 95% CI: 1.017–1.070) and non-RSI (aOR: 2.50; 95% CI: 1.40–4.47) were associated with higher odds of PIH, whereas higher pre-intubation SBP (aOR: 0.986 per mmHg; 95% CI: 0.977–0.996) and etomidate use (aOR: 0.46; 95% CI: 0.25–0.84) were associated with lower odds. The model had an apparent area under the receiver operating characteristic curve (AUROC) of 0.727 and an optimism-corrected AUROC of 0.711. The simplified 4-point score assigned one point each for age ≥75 years, SBP <110 mmHg, non-RSI, and absence of etomidate use. PIH incidence increased from 7.7% at a score of 0 to 63.6% at a score of 4. The simplified score had an AUROC of 0.708 (bootstrap 95% CI: 0.641–0.775), which was not statistically different from that of the continuous model (p=0.241). Conclusion: A four-variable peri-intubation model showed moderate discrimination for PIH in patients with suspected sepsis undergoing emergency intubation. The simplified bedside score may help identify patients who require closer hemodynamic monitoring and preparation during airway management. External validation is needed before routine clinical use.

Keywords:
  • Intubation
  • Intratracheal
  • Sepsis
  • Hypotension
  • Emergency Service
  • Hospital
  • Risk Assessment
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How to Cite

1.
Nuanprom P, Tienpratarn W, Angkoontassaneeyarat C, Pomahapot K, Jaichawa N, Kajohnma S. Clinical Prediction Score for Post-Intubation Hypotension Among Pa-tients with Suspected Sepsis: A Retrospective Cohort Study. Arch Acad Emerg Med [Internet]. 2026 Oct. 7 [cited 2026 Oct. 15];14(1):e59. Available from: https://journals.sbmu.ac.ir/aaem/index.php/AAEM/article/view/3158
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References

1. Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M, et al. The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA. 2016;315(8):801-10.

2. Evans L, Rhodes A, Alhazzani W, Antonelli M, Coopersmith CM, French C, et al. Surviving sepsis campaign: international guidelines for management of sepsis and septic shock 2021. Intensive Care Med. 2021;47(11):1181-247.

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7. Smischney NJ, Kashyap R, Khanna AK, Brauer E, Morrow LE, Seisa MO, et al. Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study. PLoS One. 2020;15(8):e0233852.

8. Trivedi S, Demirci O, Arteaga G, Kashyap R, Smischney NJ. Evaluation of preintubation shock index and modified shock index as predictors of postintubation hypotension and other short-term outcomes. J Crit Care. 2015;30(4):861. e1-7.

9. Tangkulpanich P, Angkoontassaneeyarat C, Traina-rongsakul T, Jenpanitpong C. Factors Associated with Postintubation Hypotension Among Patients with Suspected Sepsis in Emergency Department. Open Access Emerg Med. 2023;15:427-36.

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11. Casey JD, Seitz KP, Driver BE, Gibbs KW, Ginde AA, Trent SA, et al. Ketamine or Etomidate for Tracheal Intubation of Critically Ill Adults. N Engl J Med. 2026;394(16):1608-20.

12. Janz DR, Casey JD, Semler MW, Russell DW, Dargin J, Vonderhaar DJ, et al. Effect of a fluid bolus on cardiovascular collapse among critically ill adults undergoing tracheal intu-bation (PrePARE): a randomised controlled trial. Lancet Respir Med. 2019;7(12):1039-47.

13. Russell DW, Casey JD, Gibbs KW, Ghamande S, Dargin JM, Vonderhaar DJ, et al. Effect of Fluid Bolus Administration on Cardiovascular Collapse Among Critically Ill Patients Under-going Tracheal Intubation: A Randomized Clinical Trial. JAMA. 2022;328(3):270-9.

14. Collins GS, Moons KGM, Dhiman P, Riley RD, Beam AL, Van Calster B, et al. TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ. 2024;385:e078378.

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