Initial arterial pH predicts survival of out-of-hospital cardiac arrest in South Korea

  • Jeong, Daun; 
  • Shin, Sang Do; 
  • Shin, Tae Gun; 
  • Lee, Gun Tak; 
  • Park, Jong Eun; 
  • 외 2명
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초록

BACKGROUND: Arterial pH reflects both metabolic and respiratory distress in cardiac arrest and has prognostic implications. However, it was excluded from the 2024 update of the Utstein out-of-hospital cardiac arrest (OHCA) registry template. We investigated the rationale for including arterial pH into models predicting clinical outcomes. METHODS: Data were sourced from the Korean Cardiac Arrest Research Consortium, a nationwide OHCA registry (NCT03222999). Prediction models were constructed using logistic regression, random forest, and eXtreme Gradient Boosting frameworks. Each framework included three model types: pH, low-flow time, and combined models. Then the area under the receiver operating characteristic curve (AUROC) of each predicting model was compared. The primary outcome was 30- day death or neurologically unfavorable status (cerebral performance category &#x2265;3). RESULTS: Among the 15,765 patients analyzed, 92.2% experienced death or unfavorable neurological outcomes. The predicting performance of the models including pH (AUROC, 0.92-0.94) were comparable to the models including low-flow time in all frameworks (0.93-0.94) (all P>0.05). Inclusion of pH into low-flow time models consistently showed higher AUROCs than individual models in all frameworks (AUROC, 0.93-0.95; all P<0.05). CONCLUSIONS: The predicting performance of models including arterial pH was comparable to models including low-flow time, and addition of arterial pH into low-flow time models could increase the performance of the models. Key Words: blood pH; hydrogen-ion con.

키워드

blood pH; hydrogen-ion concentration; machine learning; out-of-hospital cardiac arrest; prognosis; resuscitation; CARDIOPULMONARY-RESUSCITATION; EUROPEAN-RESUSCITATION; LIFE-SUPPORT; ASSOCIATION; STATEMENT; COUNCIL
제목
Initial arterial pH predicts survival of out-of-hospital cardiac arrest in South Korea
저자
Jeong, Daun; Shin, Sang Do; Shin, Tae Gun; Lee, Gun Tak; Park, Jong Eun; Hwang, Sung Yeon; Choi, Jin-Ho
DOI
10.4266/acc.001050
발행일
2025-08
유형
Article
저널명
Acute and Critical Care
권
40
호
3
페이지
444 ~ 451

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