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Semi-automated quantification of hair cells in the mature mouse utricle

The mouse utricle model system is the best-characterized ex vivo preparation for studies of mature mammalian hair cells (HCs). Despite the many advantages of this model system, efficient and reliable quantification of HCs from cultured utricles has been a persistent challenge with this model system....

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Autores principales: Sung, Cathy Yea Won, Barzik, Melanie, Costain, Tucker, Wang, Lizhen, Cunningham, Lisa L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9034969/
https://www.ncbi.nlm.nih.gov/pubmed/35081508
http://dx.doi.org/10.1016/j.heares.2021.108429
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author Sung, Cathy Yea Won
Barzik, Melanie
Costain, Tucker
Wang, Lizhen
Cunningham, Lisa L.
author_facet Sung, Cathy Yea Won
Barzik, Melanie
Costain, Tucker
Wang, Lizhen
Cunningham, Lisa L.
author_sort Sung, Cathy Yea Won
collection PubMed
description The mouse utricle model system is the best-characterized ex vivo preparation for studies of mature mammalian hair cells (HCs). Despite the many advantages of this model system, efficient and reliable quantification of HCs from cultured utricles has been a persistent challenge with this model system. Utricular HCs are commonly quantified by counting immunolabeled HCs in regions of interest (ROIs) placed over an image of the utricle. Our data indicate that the accuracy of HC counts obtained using this method can be impacted by variability in HC density across different regions of the utricle. In addition, the commonly used HC marker myosin 7a results in a diffuse cytoplasmic stain that is not conducive to automated quantification and must be quantified manually, a labor-intensive task. Furthermore, myosin 7a immunoreactivity is retained in dead HCs, resulting in inaccurate quantification of live HCs using this marker. Here we have developed a method for semi-automated quantification of surviving HCs that combines immunoreactivity for the HC-specific transcription factor Pou4f3 with labeling of activated caspase 3/7 (AC3/7) to detect apoptotic HCs. The discrete nuclear Pou4f3 signal allowed us to utilize the binary or threshold function within ImageJ to automate HC quantification. To further streamline this process, we created an ImageJ macro that automates the process from raw image loading to a final quantified image that can be immediately evaluated for accuracy. Within this quantified image, the user can manually correct the quantification via an image overlay indicating the counted HC nuclei. Pou4f3-positive HCs that also express AC3/7 are subtracted to yield accurate counts of surviving HCs. Overall, we present a semi-automated method that is faster than manual HC quantification and identifies surviving HCs with high accuracy.
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spelling pubmed-90349692022-04-23 Semi-automated quantification of hair cells in the mature mouse utricle Sung, Cathy Yea Won Barzik, Melanie Costain, Tucker Wang, Lizhen Cunningham, Lisa L. Hear Res Article The mouse utricle model system is the best-characterized ex vivo preparation for studies of mature mammalian hair cells (HCs). Despite the many advantages of this model system, efficient and reliable quantification of HCs from cultured utricles has been a persistent challenge with this model system. Utricular HCs are commonly quantified by counting immunolabeled HCs in regions of interest (ROIs) placed over an image of the utricle. Our data indicate that the accuracy of HC counts obtained using this method can be impacted by variability in HC density across different regions of the utricle. In addition, the commonly used HC marker myosin 7a results in a diffuse cytoplasmic stain that is not conducive to automated quantification and must be quantified manually, a labor-intensive task. Furthermore, myosin 7a immunoreactivity is retained in dead HCs, resulting in inaccurate quantification of live HCs using this marker. Here we have developed a method for semi-automated quantification of surviving HCs that combines immunoreactivity for the HC-specific transcription factor Pou4f3 with labeling of activated caspase 3/7 (AC3/7) to detect apoptotic HCs. The discrete nuclear Pou4f3 signal allowed us to utilize the binary or threshold function within ImageJ to automate HC quantification. To further streamline this process, we created an ImageJ macro that automates the process from raw image loading to a final quantified image that can be immediately evaluated for accuracy. Within this quantified image, the user can manually correct the quantification via an image overlay indicating the counted HC nuclei. Pou4f3-positive HCs that also express AC3/7 are subtracted to yield accurate counts of surviving HCs. Overall, we present a semi-automated method that is faster than manual HC quantification and identifies surviving HCs with high accuracy. 2022-03-15 2022-01-14 /pmc/articles/PMC9034969/ /pubmed/35081508 http://dx.doi.org/10.1016/j.heares.2021.108429 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) )
spellingShingle Article
Sung, Cathy Yea Won
Barzik, Melanie
Costain, Tucker
Wang, Lizhen
Cunningham, Lisa L.
Semi-automated quantification of hair cells in the mature mouse utricle
title Semi-automated quantification of hair cells in the mature mouse utricle
title_full Semi-automated quantification of hair cells in the mature mouse utricle
title_fullStr Semi-automated quantification of hair cells in the mature mouse utricle
title_full_unstemmed Semi-automated quantification of hair cells in the mature mouse utricle
title_short Semi-automated quantification of hair cells in the mature mouse utricle
title_sort semi-automated quantification of hair cells in the mature mouse utricle
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9034969/
https://www.ncbi.nlm.nih.gov/pubmed/35081508
http://dx.doi.org/10.1016/j.heares.2021.108429
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