智能电子鼻检测呼出气体诊断小肠细菌过度生长

Wei-Jing Yu, Shimeng Mou, Yingying Xue, Hangming Xiong, Yanjie Hu, H. Wan, Ping Wang
{"title":"智能电子鼻检测呼出气体诊断小肠细菌过度生长","authors":"Wei-Jing Yu, Shimeng Mou, Yingying Xue, Hangming Xiong, Yanjie Hu, H. Wan, Ping Wang","doi":"10.1109/ISOEN54820.2022.9789641","DOIUrl":null,"url":null,"abstract":"There is an association between small intestinal bacterial overgrowth (SIBO) and common intestinal symptoms such as chronic diarrhea, bloating, and irritable bowel syndrome. At present, the main clinical diagnostic methods are invasive tests, and breath test is a non-invasive method for SIBO diagnosis that is more acceptable to patients. In this paper, a smart electronic nose for detecting exhaled breath was designed, which can detect the concentration of hydrogen, methane and hydrogen sulfide in alveolar gas to diagnose human intestinal bacteria. Electronic nose improved the measurement accuracy through chromatographic separation and carbon dioxide synchronous calibration technology. The detection range of hydrogen and methane was 1-180ppm with a resolution of 1ppm, and the detection range of hydrogen sulfide was 0.1ppm-1ppm with a resolution of 0.1ppm. The electronic nose had high repeatability and stability, and can be used for the detection of clinical samples. Besides, the smart data analysis and recognition algorithms had been developed to diagnose the SIBO.","PeriodicalId":427373,"journal":{"name":"2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Smart Electronic Nose for the Detection of Exhaled Breath to Diagnose Small Intestinal Bacterial Overgrowth\",\"authors\":\"Wei-Jing Yu, Shimeng Mou, Yingying Xue, Hangming Xiong, Yanjie Hu, H. Wan, Ping Wang\",\"doi\":\"10.1109/ISOEN54820.2022.9789641\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"There is an association between small intestinal bacterial overgrowth (SIBO) and common intestinal symptoms such as chronic diarrhea, bloating, and irritable bowel syndrome. At present, the main clinical diagnostic methods are invasive tests, and breath test is a non-invasive method for SIBO diagnosis that is more acceptable to patients. In this paper, a smart electronic nose for detecting exhaled breath was designed, which can detect the concentration of hydrogen, methane and hydrogen sulfide in alveolar gas to diagnose human intestinal bacteria. Electronic nose improved the measurement accuracy through chromatographic separation and carbon dioxide synchronous calibration technology. The detection range of hydrogen and methane was 1-180ppm with a resolution of 1ppm, and the detection range of hydrogen sulfide was 0.1ppm-1ppm with a resolution of 0.1ppm. The electronic nose had high repeatability and stability, and can be used for the detection of clinical samples. Besides, the smart data analysis and recognition algorithms had been developed to diagnose the SIBO.\",\"PeriodicalId\":427373,\"journal\":{\"name\":\"2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)\",\"volume\":\"30 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-05-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISOEN54820.2022.9789641\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISOEN54820.2022.9789641","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

小肠细菌过度生长(SIBO)与常见的肠道症状如慢性腹泻、腹胀和肠易激综合征之间存在关联。目前临床上主要的诊断方法是有创性检查,而呼气试验是SIBO诊断中较容易被患者接受的一种无创方法。本文设计了一种用于检测呼出气体的智能电子鼻,它可以检测肺泡气体中氢、甲烷和硫化氢的浓度来诊断人体肠道细菌。电子鼻通过色谱分离和二氧化碳同步校准技术提高了测量精度。氢气和甲烷的检测范围为1-180ppm,分辨率为1ppm;硫化氢的检测范围为0.1ppm-1ppm,分辨率为0.1ppm。该电子鼻重复性好,稳定性好,可用于临床样品的检测。此外,还开发了智能数据分析和识别算法来诊断SIBO。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Smart Electronic Nose for the Detection of Exhaled Breath to Diagnose Small Intestinal Bacterial Overgrowth
There is an association between small intestinal bacterial overgrowth (SIBO) and common intestinal symptoms such as chronic diarrhea, bloating, and irritable bowel syndrome. At present, the main clinical diagnostic methods are invasive tests, and breath test is a non-invasive method for SIBO diagnosis that is more acceptable to patients. In this paper, a smart electronic nose for detecting exhaled breath was designed, which can detect the concentration of hydrogen, methane and hydrogen sulfide in alveolar gas to diagnose human intestinal bacteria. Electronic nose improved the measurement accuracy through chromatographic separation and carbon dioxide synchronous calibration technology. The detection range of hydrogen and methane was 1-180ppm with a resolution of 1ppm, and the detection range of hydrogen sulfide was 0.1ppm-1ppm with a resolution of 0.1ppm. The electronic nose had high repeatability and stability, and can be used for the detection of clinical samples. Besides, the smart data analysis and recognition algorithms had been developed to diagnose the SIBO.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信