Kim Joonghee, Kim Yu Jin, Han Sangsoo, Choi Han Joo, Moon Hyungjun, Kim Giwoon
Department of Emergency Medicine, Seoul National University Bundang Hospital, 82, Gumi-ro 173 Beon-gil Bundang-gu, Seongnam-si Gyeonggi-do, Seongnam 13620, Republic of Korea.
Department of Emergency Medicine, Soonchunhyang University Bucheon Hospital, 170, Jomaru-ro Bucheon-si Gyeonggi-do, Bucheon 14584, Republic of Korea.
Emerg Med Int. 2020 Aug 1;2020:8057106. doi: 10.1155/2020/8057106. eCollection 2020.
The benefit of prehospital epinephrine in out-of-hospital cardiac arrest (OHCA) was shown in a recent large placebo-controlled trial. However, placebo-controlled studies cannot identify the nonpharmacologic influences on concurrent or downstream events that might modify the main effect positively or negatively. We sought to identify the real-world effect of epinephrine from a clinical registry using Bayesian network with time-sequence constraints.
We analyzed a prospective regional registry of OHCA where a prehospital advanced life support (ALS) protocol named "Smart ALS (SALS)" was gradually implemented from July 2015 to December 2016. Using Bayesian network, a causal structure was estimated. The effect of epinephrine and SALS program was modelled based on the structure using extended Cox-regression and logistic regression, respectively.
Among 4324 patients, SALS was applied to 2351 (54.4%) and epinephrine was administered in 1644 (38.0%). Epinephrine was associated with faster ROSC rate in nonshockable rhythm (HR: 2.02, 6.94, and 7.43; 95% CI: 1.08-3.78, 4.15-11.61, and 2.92-18.91, respectively, for 1-10, 11-20, and >20 minutes) while it was associated with slower rate up to 20 minutes in shockable rhythm (HR: 0.40, 0.50, and 2.20; 95% CI: 0.21-0.76, 0.32-0.77, and 0.76-6.33). SALS was associated with increased prehospital ROSC and neurologic recovery in noncardiac etiology (HR: 5.36 and 2.05; 95% CI: 3.48-8.24 and 1.40-3.01, respectively, for nonshockable and shockable rhythm).
Epinephrine was associated with faster ROSC rate in nonshockable rhythm but slower rate in shockable rhythm up to 20 minutes. SALS was associated with improved prehospital ROSC and neurologic recovery in noncardiac etiology.
最近一项大型安慰剂对照试验显示了院前肾上腺素在院外心脏骤停(OHCA)中的益处。然而,安慰剂对照研究无法识别可能对主要效应产生正向或负向影响的对并发或下游事件的非药物影响。我们试图通过使用具有时间序列约束的贝叶斯网络从临床登记中确定肾上腺素的实际效果。
我们分析了一个OHCA的前瞻性区域登记,其中从2015年7月到2016年12月逐步实施了一个名为“智能高级生命支持(SALS)”的院前高级生命支持协议。使用贝叶斯网络估计因果结构。分别使用扩展Cox回归和逻辑回归基于该结构对肾上腺素和SALS项目的效果进行建模。
在4324例患者中,2351例(54.4%)应用了SALS,1644例(38.0%)使用了肾上腺素。在不可电击心律中,肾上腺素与更快的自主循环恢复(ROSC)率相关(对于1 - 10分钟、11 - 20分钟和>20分钟,HR分别为2.02、6.94和7.43;95%CI分别为1.08 - 3.78、4.15 - 11.61和2.92 - 18.91),而在可电击心律中,直至20分钟它与较慢的恢复率相关(HR分别为0.40、0.50和2.20;95%CI分别为0.21 - 0.76、0.32 - 0.77和0.76 - 6.33)。SALS与非心脏病因的院前ROSC增加和神经功能恢复相关(对于不可电击和可电击心律,HR分别为5.36和2.05;95%CI分别为3.48 - 8.24和1.40 - 3.01)。
在不可电击心律中,肾上腺素与更快的ROSC率相关,但在可电击心律中直至20分钟与较慢的恢复率相关。SALS与非心脏病因的院前ROSC改善和神经功能恢复相关。