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First report on the application of near-infrared spectroscopy to predict the age of Aedes albopictus Skuse
To date, no methodology has been described for predicting the age of Aedes albopictus Skuse mosquitoes, commonly known as Asian tiger mosquitoes. In this study, we report the potential of near-infrared spectroscopy (NIRS) technique for characterizing the age of female laboratory reared Ae. albopictu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6018420/ https://www.ncbi.nlm.nih.gov/pubmed/29941924 http://dx.doi.org/10.1038/s41598-018-27998-7 |
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author | Sikulu-Lord, Maggy T. Devine, Gregor J. Hugo, Leon E. Dowell, Floyd E. |
author_facet | Sikulu-Lord, Maggy T. Devine, Gregor J. Hugo, Leon E. Dowell, Floyd E. |
author_sort | Sikulu-Lord, Maggy T. |
collection | PubMed |
description | To date, no methodology has been described for predicting the age of Aedes albopictus Skuse mosquitoes, commonly known as Asian tiger mosquitoes. In this study, we report the potential of near-infrared spectroscopy (NIRS) technique for characterizing the age of female laboratory reared Ae. albopictus. Using leave-one-out cross-validation analysis on a training set, laboratory reared mosquitoes preserved in RNAlater for up to a month were assessed at 1, 3, 7, 9, 13, 16, 20 and 25 days post emergence. Mosquitoes (N = 322) were differentiated into two age classes (< or ≥ 7 days) with 93% accuracy, into three age classes (<7, 7–13 and >13 days old) with 76% accuracy, and on a continuous age scale to within ±3 days of their actual average age. Similarly, models predicted mosquitoes (N = 146) excluded from the training model with 94% and 71% accuracy to the two and the three age groups, respectively. We show for the first time that NIRS, with an improved spectrometer and fibre configuration, can be used to predict the age of laboratory reared female Ae. albopictus. Characterization of the age of Ae. albopictus populations is crucial for determining the efficacy of vector control interventions that target their survival. |
format | Online Article Text |
id | pubmed-6018420 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60184202018-07-06 First report on the application of near-infrared spectroscopy to predict the age of Aedes albopictus Skuse Sikulu-Lord, Maggy T. Devine, Gregor J. Hugo, Leon E. Dowell, Floyd E. Sci Rep Article To date, no methodology has been described for predicting the age of Aedes albopictus Skuse mosquitoes, commonly known as Asian tiger mosquitoes. In this study, we report the potential of near-infrared spectroscopy (NIRS) technique for characterizing the age of female laboratory reared Ae. albopictus. Using leave-one-out cross-validation analysis on a training set, laboratory reared mosquitoes preserved in RNAlater for up to a month were assessed at 1, 3, 7, 9, 13, 16, 20 and 25 days post emergence. Mosquitoes (N = 322) were differentiated into two age classes (< or ≥ 7 days) with 93% accuracy, into three age classes (<7, 7–13 and >13 days old) with 76% accuracy, and on a continuous age scale to within ±3 days of their actual average age. Similarly, models predicted mosquitoes (N = 146) excluded from the training model with 94% and 71% accuracy to the two and the three age groups, respectively. We show for the first time that NIRS, with an improved spectrometer and fibre configuration, can be used to predict the age of laboratory reared female Ae. albopictus. Characterization of the age of Ae. albopictus populations is crucial for determining the efficacy of vector control interventions that target their survival. Nature Publishing Group UK 2018-06-25 /pmc/articles/PMC6018420/ /pubmed/29941924 http://dx.doi.org/10.1038/s41598-018-27998-7 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sikulu-Lord, Maggy T. Devine, Gregor J. Hugo, Leon E. Dowell, Floyd E. First report on the application of near-infrared spectroscopy to predict the age of Aedes albopictus Skuse |
title | First report on the application of near-infrared spectroscopy to predict the age of Aedes albopictus Skuse |
title_full | First report on the application of near-infrared spectroscopy to predict the age of Aedes albopictus Skuse |
title_fullStr | First report on the application of near-infrared spectroscopy to predict the age of Aedes albopictus Skuse |
title_full_unstemmed | First report on the application of near-infrared spectroscopy to predict the age of Aedes albopictus Skuse |
title_short | First report on the application of near-infrared spectroscopy to predict the age of Aedes albopictus Skuse |
title_sort | first report on the application of near-infrared spectroscopy to predict the age of aedes albopictus skuse |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6018420/ https://www.ncbi.nlm.nih.gov/pubmed/29941924 http://dx.doi.org/10.1038/s41598-018-27998-7 |
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