Multi-method characterization of neurophysiological and biological stress responses in surgical teams during real surgical procedures.

IF 3.1 Q3 ERGONOMICS
Frontiers in neuroergonomics Pub Date : 2026-02-18 eCollection Date: 2026-01-01 DOI:10.3389/fnrgo.2026.1702748
Vincenzo Ronca, Lidia Castagneto Gissey, Maria Irene Bellini, Alessandra Iodice, Valentina Sada, Emilia Sbardella, Ludovica Vincenzi, Pietro Aricò, Gianluca Di Flumeri, Andrea Giorgi, Alessia Vozzi, Rossella Capotorto, Fabio Babiloni, Giovanni Casella, Gianluca Borghini
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Abstract

Purpose: The surgical operating room is a high-stakes environment where stress can impact performance and patient safety. While hormonal and neurophysiological markers are established stress indicators, integrative studies in real-world surgical settings are scarce. This study aimed to provide a comprehensive, multimodal characterization of stress in surgical teams during live operations, comparing neurophysiological, biological, and behavioral responses across different levels of expertise and surgical phases. The goal was to validate a multi-method approach and identify objective markers for monitoring stress in real-time.

Method: Surgical teams, each composed of four members, were categorized as "Expert" or "Novice" based on the lead surgeon's experience. All teams performed a standardized inguinal hernia repair. Continuous electroencephalography (EEG) and electrodermal activity (EDA) were recorded throughout the procedure to derive stress indices. Blood samples were collected pre- and post-surgery to measure Adrenocorticotropic Hormone (ACTH) and cortisol levels. Subjective stress was assessed via questionnaires, and team performance was quantified using a Combined Behavioral Teamwork Index (CBTI) based on surgical time, materials used, and patient outcomes.

Finding: Neurophysiological data showed that the EEG-based stress index was significantly higher in Novice surgeons compared to Experts, particularly during the final and most demanding phase of the surgery (p = 0.008). This effect was most pronounced for the lead Novice surgeon (p = 0.01). Similarly, the EDA-based stress index was higher overall in Novices (p = 0.02). Post-surgery, ACTH levels increased significantly in Novices while decreasing in Experts (p = 0.008), indicating a sustained endocrine stress response in the less experienced group. Strong positive correlations were found between the EEG-stress index and both ACTH levels (R = 0.67) and subjective stress (R = 0.63), validating the multimodal assessment.

Conclusion: This study demonstrates that a multimodal approach can effectively characterize stress dynamics in a real-world surgical environment. The EEG-derived metric emerged as the most sensitive indicator, capable of discriminating stress levels with high temporal and role-specific precision. Novice surgeons exhibit significantly greater neurophysiological and endocrine stress responses, underscoring the need for targeted support and advanced training protocols. These findings lay the groundwork for developing real-time, objective stress monitoring systems to enhance surgical performance, training, and patient safety.

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真实手术过程中外科团队神经生理和生物应激反应的多方法表征。
目的:外科手术室是一个高风险的环境,压力会影响工作表现和患者安全。虽然激素和神经生理指标是既定的压力指标,但在现实世界的外科环境中进行的综合研究很少。本研究旨在全面、多模式地描述手术团队在现场手术中的压力,比较不同专业水平和手术阶段的神经生理、生物和行为反应。目的是验证一种多方法方法,并确定用于实时监测应力的客观标记。方法:手术小组由4名成员组成,根据主刀医生的经验分为“专家”和“新手”。所有小组都进行了标准化的腹股沟疝修补。在整个过程中记录连续脑电图(EEG)和皮电活动(EDA),以得出应激指数。术前和术后采集血液样本,测量促肾上腺皮质激素(ACTH)和皮质醇水平。主观压力通过问卷进行评估,团队绩效通过基于手术时间、使用的材料和患者预后的联合行为团队合作指数(CBTI)进行量化。发现:神经生理学数据显示,与专家相比,新手外科医生的脑电图应激指数明显更高,特别是在手术的最后和最困难的阶段(p = 0.008)。这种效果在初级外科医生中最为明显(p = 0.01)。同样,新手的eda应激指数总体上更高(p = 0.02)。术后,新手ACTH水平显著升高,而专家ACTH水平下降(p = 0.008),表明经验不足组持续存在内分泌应激反应。脑电图应激指数与ACTH水平(R = 0.67)和主观应激(R = 0.63)呈正相关,证实了多模态评估的有效性。结论:本研究表明,在真实的手术环境中,多模态方法可以有效地表征应力动态。脑电图衍生的指标是最敏感的指标,能够以较高的时间和角色特异性精度区分压力水平。新手外科医生表现出明显更大的神经生理和内分泌应激反应,强调需要有针对性的支持和先进的培训方案。这些发现为开发实时、客观的应激监测系统奠定了基础,以提高手术表现、培训和患者安全。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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