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心率对认知负荷的反应作为抑郁症和焦虑加剧的一个指标。

Heart rate response to cognitive load as a marker of depression and increased anxiety.

作者信息

Alshanskaia Evgeniia I, Zhozhikashvili Natalia A, Polikanova Irina S, Martynova Olga V

机构信息

School of Psychology, Faculty of Social Sciences, HSE University, Moscow, Russia.

Faculty of Social Sciences, Laboratory for Cognitive Research, HSE University, Moscow, Russia.

出版信息

Front Psychiatry. 2024 Jul 11;15:1355846. doi: 10.3389/fpsyt.2024.1355846. eCollection 2024.

Abstract

INTRODUCTION

Understanding the interplay between cardiovascular parameters, cognitive stress induced by increasing load, and mental well-being is vital for the development of integrated health strategies today. By monitoring physiological signals like electrocardiogram (ECG) and photoplethysmogram (PPG) in real time, researchers can discover how cognitive tasks influence both cardiovascular and mental health. Cardiac biomarkers resulting from cognitive strain act as indicators of autonomic nervous system function, potentially reflecting conditions related to heart and mental health, including depression and anxiety. The purpose of this study is to investigate how cognitive load affects ECG and PPG measurements and whether these can signal early cardiovascular changes during depression and anxiety disorders.

METHODS

Ninety participants aged 18 to 45 years, ranging from symptom-free individuals to those with diverse psychological conditions, were assessed using psychological questionnaires and anamnesis. ECG and PPG monitoring were conducted as volunteers engaged in a cognitive 1-back task consisting of two separate blocks, each with six progressively challenging levels. The participants' responses were analyzed to correlate physiological and psychological data with cognitive stressors and outcomes.

RESULTS

The study confirmed a notable interdependence between anxiety and depression, and cardiovascular responses. Task accuracy decreased with increased task difficulty. A strong relationship between PPG-measured heart rate and markers of depression and trait anxiety was observed. Increasing task difficulty corresponded to an increase in heart rate, linked with elevated levels of depression and trait anxiety. A strong relationship between ECG-measured heart rate and anxiety attacks was observed. Increasing task difficulty corresponded to an increase in heart rate, linked with elevated levels of anxiety attacks, although this association decreased under more challenging conditions.

DISCUSSION

The findings underscore the predictive importance of ECG and PPG heart rate parameters in mental health assessment, particularly depression and anxiety under cognitive stress induced by increasing load. We discuss mechanisms of sympathetic activation explaining these differences. Our research outcomes have implications for clinical assessments and wearable device algorithms for more precise, personalized mental health diagnostics.

摘要

引言

了解心血管参数、负荷增加引起的认知应激与心理健康之间的相互作用,对于当今综合健康策略的发展至关重要。通过实时监测心电图(ECG)和光电容积脉搏波描记图(PPG)等生理信号,研究人员可以发现认知任务如何影响心血管和心理健康。由认知应激产生的心脏生物标志物可作为自主神经系统功能的指标,可能反映与心脏和心理健康相关的状况,包括抑郁和焦虑。本研究的目的是调查认知负荷如何影响心电图和光电容积脉搏波描记图测量,以及这些测量是否能在抑郁和焦虑症期间预示早期心血管变化。

方法

使用心理问卷和既往病史对90名年龄在18至45岁之间的参与者进行评估,这些参与者包括无症状个体以及患有各种心理疾病的人。当志愿者参与一项包含两个单独部分的认知1-回溯任务时,进行心电图和光电容积脉搏波描记图监测,每个部分有六个难度逐渐增加的级别。分析参与者的反应,以将生理和心理数据与认知应激源和结果相关联。

结果

该研究证实了焦虑与抑郁以及心血管反应之间存在显著的相互依存关系。任务准确性随着任务难度的增加而降低。观察到光电容积脉搏波描记图测量的心率与抑郁和特质焦虑标志物之间存在密切关系。任务难度增加对应心率增加,这与抑郁和特质焦虑水平升高有关。观察到心电图测量的心率与焦虑发作之间存在密切关系。任务难度增加对应心率增加,这与焦虑发作水平升高有关,尽管在更具挑战性的条件下这种关联有所减弱。

讨论

研究结果强调了心电图和光电容积脉搏波描记图心率参数在心理健康评估中的预测重要性,特别是在负荷增加引起的认知应激下的抑郁和焦虑。我们讨论了解释这些差异的交感神经激活机制。我们的研究结果对临床评估和可穿戴设备算法具有启示意义,有助于进行更精确、个性化的心理健康诊断。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9b2c/11269089/6835483d6810/fpsyt-15-1355846-g001.jpg

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