• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

未来个人情感可穿戴传感器的压力和情绪检测的合适生物标志物的识别。

Identification of Suitable Biomarkers for Stress and Emotion Detection for Future Personal Affective Wearable Sensors.

机构信息

Biomedical Sciences and Biomedical Engineering, The University of Reading, Reading RG6 6AY, UK.

Department of Information Technology, Techno India College of Technology, West Bengal 700156, India.

出版信息

Biosensors (Basel). 2020 Apr 16;10(4):40. doi: 10.3390/bios10040040.

DOI:10.3390/bios10040040
PMID:32316280
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7235866/
Abstract

Skin conductivity (i.e., sweat) forms the basis of many physiology-based emotion and stress detection systems. However, such systems typically do not detect the biomarkers present in sweat, and thus do not take advantage of the biological information in the sweat. Likewise, such systems do not detect the volatile organic components (VOC's) created under stressful conditions. This work presents a review into the current status of human emotional stress biomarkers and proposes the major potential biomarkers for future wearable sensors in affective systems. Emotional stress has been classified as a major contributor in several social problems, related to crime, health, the economy, and indeed quality of life. While blood cortisol tests, electroencephalography and physiological parameter methods are the gold standards for measuring stress; however, they are typically invasive or inconvenient and not suitable for wearable real-time stress monitoring. Alternatively, cortisol in biofluids and VOCs emitted from the skin appear to be practical and useful markers for sensors to detect emotional stress events. This work has identified antistress hormones and cortisol metabolites as the primary stress biomarkers that can be used in future sensors for wearable affective systems.

摘要

皮肤电导率(即汗水)是许多基于生理学的情绪和压力检测系统的基础。然而,此类系统通常无法检测汗水中存在的生物标志物,因此无法利用汗水的生物学信息。同样,此类系统也无法检测在压力条件下产生的挥发性有机成分 (VOC)。本工作对人类情绪应激生物标志物的现状进行了综述,并为情感系统中未来的可穿戴传感器提出了主要的潜在生物标志物。情绪压力已被归类为与犯罪、健康、经济以及生活质量相关的几个社会问题的主要促成因素。虽然血液皮质醇测试、脑电图和生理参数方法是测量压力的金标准;但是,它们通常具有侵入性或不方便,不适合用于可穿戴的实时压力监测。相反,生物液中的皮质醇和皮肤散发的 VOC 似乎是传感器检测情绪应激事件的实用且有用的标志物。这项工作已经确定了应激激素和皮质醇代谢物作为主要的应激生物标志物,可用于未来的可穿戴情感系统传感器中。

相似文献

1
Identification of Suitable Biomarkers for Stress and Emotion Detection for Future Personal Affective Wearable Sensors.未来个人情感可穿戴传感器的压力和情绪检测的合适生物标志物的识别。
Biosensors (Basel). 2020 Apr 16;10(4):40. doi: 10.3390/bios10040040.
2
Achievements and Challenges for Real-Time Sensing of Analytes in Sweat within Wearable Platforms.可穿戴平台中汗液内分析物实时传感的成就与挑战。
Acc Chem Res. 2019 Feb 19;52(2):297-306. doi: 10.1021/acs.accounts.8b00555. Epub 2019 Jan 28.
3
Integrated mental stress smartwatch based on sweat cortisol and HRV sensors.基于汗液皮质醇和心率变异性传感器的集成式精神压力智能手表。
Biosens Bioelectron. 2024 Dec 1;265:116691. doi: 10.1016/j.bios.2024.116691. Epub 2024 Aug 20.
4
Coverage of Emotion Recognition for Common Wearable Biosensors.常见可穿戴生物传感器的情感识别覆盖。
Biosensors (Basel). 2018 Mar 24;8(2):30. doi: 10.3390/bios8020030.
5
Wearable physiological systems and technologies for metabolic monitoring.可穿戴生理系统和代谢监测技术。
J Appl Physiol (1985). 2018 Mar 1;124(3):548-556. doi: 10.1152/japplphysiol.00407.2017. Epub 2017 Sep 28.
6
Flexible Electronics toward Wearable Sensing.柔性电子学:走向可穿戴传感
Acc Chem Res. 2019 Mar 19;52(3):523-533. doi: 10.1021/acs.accounts.8b00500. Epub 2019 Feb 15.
7
A non-invasive wearable stress patch for real-time cortisol monitoring using a pseudoknot-assisted aptamer.一种使用假结辅助适体的非侵入式可穿戴压力贴,用于实时皮质醇监测。
Biosens Bioelectron. 2023 May 1;227:115097. doi: 10.1016/j.bios.2023.115097. Epub 2023 Jan 29.
8
Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices.使用现成可穿戴设备的多模态急性应激识别
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:2196-2201. doi: 10.1109/EMBC.2019.8857130.
9
Evaluation of an Integrated System of Wearable Physiological Sensors for Stress Monitoring in Working Environments by Using Biological Markers.利用生物标志物评估工作环境中用于应激监测的可穿戴生理传感器综合系统。
IEEE Trans Biomed Eng. 2018 Aug;65(8):1748-1758. doi: 10.1109/TBME.2017.2764507. Epub 2017 Nov 20.
10
MicroSweat: A Wearable Microfluidic Patch for Noninvasive and Reliable Sweat Collection Enables Human Stress Monitoring.微汗:一种用于非侵入式可靠汗液收集的可穿戴微流控贴片,可实现人体应激监测。
Adv Sci (Weinh). 2023 Mar;10(7):e2204171. doi: 10.1002/advs.202204171. Epub 2022 Dec 3.

引用本文的文献

1
Research hotspots and frontiers of application of mass spectrometry breath test in respiratory diseases.质谱呼气试验在呼吸系统疾病中的应用研究热点与前沿
Front Med (Lausanne). 2025 Aug 13;12:1618588. doi: 10.3389/fmed.2025.1618588. eCollection 2025.
2
A Highly Sensitive Electrochemical Immunosensor for Cortisol Detection.用于皮质醇检测的高灵敏度电化学免疫传感器。
Biosensors (Basel). 2025 May 17;15(5):321. doi: 10.3390/bios15050321.
3
Advances in Wearable Biosensors for Healthcare: Current Trends, Applications, and Future Perspectives.

本文引用的文献

1
Flexible molecularly imprinted electrochemical sensor for cortisol monitoring in sweat.用于汗液中皮质醇监测的柔性分子印迹电化学传感器。
Anal Bioanal Chem. 2020 Mar;412(8):1825-1833. doi: 10.1007/s00216-020-02430-0. Epub 2020 Jan 30.
2
A zinc selective oxytocin based biosensor.一种基于催产素的锌选择性生物传感器。
J Mater Chem B. 2020 Jan 7;8(1):155-160. doi: 10.1039/c9tb01932d. Epub 2019 Nov 29.
3
A Combinatorial Electrochemical Biosensor for Sweat Biomarker Benchmarking.一种用于汗液生物标志物基准测试的组合电化学生物传感器。
可穿戴生物传感器在医疗保健领域的进展:当前趋势、应用和未来展望。
Biosensors (Basel). 2024 Nov 18;14(11):560. doi: 10.3390/bios14110560.
4
Simultaneous Determination of Tobacco Smoke Exposure and Stress Biomarkers in Saliva Using In-Tube SPME and LC-MS/MS for the Analysis of the Association between Passive Smoking and Stress.使用管内 SPME 和 LC-MS/MS 同时测定唾液中的烟草烟雾暴露和应激生物标志物,以分析被动吸烟与应激之间的关系。
Molecules. 2024 Sep 2;29(17):4157. doi: 10.3390/molecules29174157.
5
Early adverse physiological event detection using commercial wearables: challenges and opportunities.利用商用可穿戴设备进行早期不良生理事件检测:挑战与机遇
NPJ Digit Med. 2024 May 23;7(1):136. doi: 10.1038/s41746-024-01129-1.
6
Urban environment influences on stress, autonomic reactivity and circadian rhythm: protocol for an ambulatory study of mental health and sleep.城市环境对压力、自主神经反应性和昼夜节律的影响:一项关于心理健康与睡眠的动态研究方案
Front Public Health. 2024 Feb 5;12:1175109. doi: 10.3389/fpubh.2024.1175109. eCollection 2024.
7
AVDOS-VR: Affective Video Database with Physiological Signals and Continuous Ratings Collected Remotely in VR.AVDOS-VR:带有生理信号和在虚拟现实中远程收集的连续评分的情感视频数据库。
Sci Data. 2024 Jan 25;11(1):132. doi: 10.1038/s41597-024-02953-6.
8
Wearable biosensors for human fatigue diagnosis: A review.用于人类疲劳诊断的可穿戴生物传感器:综述
Bioeng Transl Med. 2022 May 17;8(1):e10318. doi: 10.1002/btm2.10318. eCollection 2023 Jan.
9
Academic stress detection on university students during COVID-19 outbreak by using an electronic nose and the galvanic skin response.在新冠疫情期间利用电子鼻和皮肤电反应对大学生进行学业压力检测
Biomed Signal Process Control. 2021 Jul;68:102756. doi: 10.1016/j.bspc.2021.102756. Epub 2021 May 11.
10
MicroSweat: A Wearable Microfluidic Patch for Noninvasive and Reliable Sweat Collection Enables Human Stress Monitoring.微汗:一种用于非侵入式可靠汗液收集的可穿戴微流控贴片,可实现人体应激监测。
Adv Sci (Weinh). 2023 Mar;10(7):e2204171. doi: 10.1002/advs.202204171. Epub 2022 Dec 3.
SLAS Technol. 2020 Feb;25(1):25-32. doi: 10.1177/2472630319882003. Epub 2019 Oct 16.
4
CortiWatch: watch-based cortisol tracker.CortiWatch:基于手表的皮质醇追踪器。
Future Sci OA. 2019 Sep 26;5(9):FSO416. doi: 10.2144/fsoa-2019-0061.
5
Cortisol levels and seizures in adults with epilepsy: A systematic review.皮质醇水平与成人癫痫发作:系统评价。
Neurosci Biobehav Rev. 2019 Aug;103:216-229. doi: 10.1016/j.neubiorev.2019.05.023. Epub 2019 May 23.
6
Identifying stress markers in skin gases by analysing gas collected from subjects undergoing the Trier social stress test and performing statistical analysis.通过分析接受特里尔社会应激测试的受试者所收集的气体并进行统计分析,鉴定皮肤气体中的应激标志物。
J Breath Res. 2019 Apr 16;13(3):036003. doi: 10.1088/1752-7163/ab0903.
7
Noninvasive Label-Free Detection of Cortisol and Lactate Using Graphene Embedded Screen-Printed Electrode.使用嵌入石墨烯的丝网印刷电极对皮质醇和乳酸进行无创无标记检测。
Nanomicro Lett. 2018;10(3):41. doi: 10.1007/s40820-018-0193-5. Epub 2018 Mar 2.
8
Molecularly selective nanoporous membrane-based wearable organic electrochemical device for noninvasive cortisol sensing.基于分子选择性纳米多孔膜的可穿戴式有机电化学器件,用于非侵入性皮质醇传感。
Sci Adv. 2018 Jul 20;4(7):eaar2904. doi: 10.1126/sciadv.aar2904. eCollection 2018 Jul.
9
Coverage of Emotion Recognition for Common Wearable Biosensors.常见可穿戴生物传感器的情感识别覆盖。
Biosensors (Basel). 2018 Mar 24;8(2):30. doi: 10.3390/bios8020030.
10
A Four-Channel Electrical Impedance Spectroscopy Module for Cortisol Biosensing in Sweat-Based Wearable Applications.用于汗液式可穿戴应用中皮质醇生物传感的四通道电阻抗谱模块。
SLAS Technol. 2018 Dec;23(6):529-539. doi: 10.1177/2472630318759257. Epub 2018 Feb 15.