Jeffrey A. Osterberg , Jillian Milanes , James Morris , Pingshan Wang
{"title":"微波细胞术检测布鲁氏锥虫","authors":"Jeffrey A. Osterberg , Jillian Milanes , James Morris , Pingshan Wang","doi":"10.1016/j.snr.2022.100074","DOIUrl":null,"url":null,"abstract":"<div><p>Researchers studying cellular life cycles need to be able to monitor the phases of a cell cycle rapidly and accurately. Many of the techniques currently used to monitor the cell cycle require the use of labels and would be difficult to automate. Microwave cytometry is a promising new approach to label free monitoring of cell life cycles. This paper presents results of multiple frequency microwave measurements of two lifecycle stages of <em>Trypanosoma brucei</em>, a unicellular eukaryotic parasite found in sub-Saharan Africa. A microwave flow cytometer was used to show bloodstream form (BSF) and procyclic form (PCF) <em>T. brucei</em> have frequency dependent permittivity and impedance from 800 MHz to 7.65 GHz. The two cell forms had a strong dependence on the imaginary part of permittivity at 2.38 GHz and below and a strong dependence on the real part of permittivity at 5.55 GHz and above. Three PCF cell lines were tested to verify that the differences between the two cell forms were independent of cell strain. Additionally, impedance measurements were used to improve cell classification in cases where the permittivity of a cell cannot be detected. Quadratic discriminate analysis was employed to validate the ability to classify cells forms, with maximum cross-validation errors of 15.4% and 10% when using one and three PCF strains, respectively.</p></div>","PeriodicalId":426,"journal":{"name":"Sensors and Actuators Reports","volume":null,"pages":null},"PeriodicalIF":6.5000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Detection of Trypanosoma brucei by microwave cytometry\",\"authors\":\"Jeffrey A. Osterberg , Jillian Milanes , James Morris , Pingshan Wang\",\"doi\":\"10.1016/j.snr.2022.100074\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Researchers studying cellular life cycles need to be able to monitor the phases of a cell cycle rapidly and accurately. Many of the techniques currently used to monitor the cell cycle require the use of labels and would be difficult to automate. Microwave cytometry is a promising new approach to label free monitoring of cell life cycles. This paper presents results of multiple frequency microwave measurements of two lifecycle stages of <em>Trypanosoma brucei</em>, a unicellular eukaryotic parasite found in sub-Saharan Africa. A microwave flow cytometer was used to show bloodstream form (BSF) and procyclic form (PCF) <em>T. brucei</em> have frequency dependent permittivity and impedance from 800 MHz to 7.65 GHz. The two cell forms had a strong dependence on the imaginary part of permittivity at 2.38 GHz and below and a strong dependence on the real part of permittivity at 5.55 GHz and above. Three PCF cell lines were tested to verify that the differences between the two cell forms were independent of cell strain. Additionally, impedance measurements were used to improve cell classification in cases where the permittivity of a cell cannot be detected. Quadratic discriminate analysis was employed to validate the ability to classify cells forms, with maximum cross-validation errors of 15.4% and 10% when using one and three PCF strains, respectively.</p></div>\",\"PeriodicalId\":426,\"journal\":{\"name\":\"Sensors and Actuators Reports\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":6.5000,\"publicationDate\":\"2022-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sensors and Actuators Reports\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666053922000017\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sensors and Actuators Reports","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666053922000017","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Detection of Trypanosoma brucei by microwave cytometry
Researchers studying cellular life cycles need to be able to monitor the phases of a cell cycle rapidly and accurately. Many of the techniques currently used to monitor the cell cycle require the use of labels and would be difficult to automate. Microwave cytometry is a promising new approach to label free monitoring of cell life cycles. This paper presents results of multiple frequency microwave measurements of two lifecycle stages of Trypanosoma brucei, a unicellular eukaryotic parasite found in sub-Saharan Africa. A microwave flow cytometer was used to show bloodstream form (BSF) and procyclic form (PCF) T. brucei have frequency dependent permittivity and impedance from 800 MHz to 7.65 GHz. The two cell forms had a strong dependence on the imaginary part of permittivity at 2.38 GHz and below and a strong dependence on the real part of permittivity at 5.55 GHz and above. Three PCF cell lines were tested to verify that the differences between the two cell forms were independent of cell strain. Additionally, impedance measurements were used to improve cell classification in cases where the permittivity of a cell cannot be detected. Quadratic discriminate analysis was employed to validate the ability to classify cells forms, with maximum cross-validation errors of 15.4% and 10% when using one and three PCF strains, respectively.
期刊介绍:
Sensors and Actuators Reports is a peer-reviewed open access journal launched out from the Sensors and Actuators journal family. Sensors and Actuators Reports is dedicated to publishing new and original works in the field of all type of sensors and actuators, including bio-, chemical-, physical-, and nano- sensors and actuators, which demonstrates significant progress beyond the current state of the art. The journal regularly publishes original research papers, reviews, and short communications.
For research papers and short communications, the journal aims to publish the new and original work supported by experimental results and as such purely theoretical works are not accepted.