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Large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants
Tolerance occurs when, following an initial experience with a substance, more of the substance is required subsequently to induce the same behavioral effects. Tolerance is historically not well-understood, and numerous researchers have turned to model organisms, particularly Drosophila melanogaster,...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592763/ https://www.ncbi.nlm.nih.gov/pubmed/37873285 http://dx.doi.org/10.1101/2023.10.09.561599 |
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author | Chvilicek, Maggie M. Seguin, Alexandra Lathen, Daniel R. Titos, Iris Cummins-Beebe, Pearl N Pabon, Miguel A. Miscevic, Masa Nickel, Emily A. Merrill, Collin B Rodan, Aylin R. Rothenfluh, Adrian |
author_facet | Chvilicek, Maggie M. Seguin, Alexandra Lathen, Daniel R. Titos, Iris Cummins-Beebe, Pearl N Pabon, Miguel A. Miscevic, Masa Nickel, Emily A. Merrill, Collin B Rodan, Aylin R. Rothenfluh, Adrian |
author_sort | Chvilicek, Maggie M. |
collection | PubMed |
description | Tolerance occurs when, following an initial experience with a substance, more of the substance is required subsequently to induce the same behavioral effects. Tolerance is historically not well-understood, and numerous researchers have turned to model organisms, particularly Drosophila melanogaster, to unravel its mechanisms. Flies have high translational relevance for human alcohol responses, and there is substantial overlap in disease-causing genes between flies and humans, including those associated with Alcohol Use Disorder. Numerous Drosophila tolerance mutants have been described; however, approaches used to identify and characterize these mutants have varied across time and between labs and have mostly disregarded any impact of initial resistance/sensitivity to ethanol on subsequent tolerance development. Here, we have analyzed a large amount of data – our own published and unpublished data and data published by other labs – to uncover an inverse correlation between initial ethanol resistance and tolerance phenotypes. This inverse correlation suggests that initial resistance phenotypes can explain many ‘perceived’ tolerance phenotypes. Additionally, we show that tolerance should be measured as a relative increase in time to sedation between an initial and second exposure rather than an absolute change in time to sedation. Finally, based on our analysis, we provide a method for using a linear regression equation to assess the residuals of potential tolerance mutants. We show that these residuals provide predictive insight into the likelihood of a mutant being a ‘true’ tolerance mutant, and we offer a framework for understanding the relationship between initial resistance and tolerance. |
format | Online Article Text |
id | pubmed-10592763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-105927632023-10-24 Large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants Chvilicek, Maggie M. Seguin, Alexandra Lathen, Daniel R. Titos, Iris Cummins-Beebe, Pearl N Pabon, Miguel A. Miscevic, Masa Nickel, Emily A. Merrill, Collin B Rodan, Aylin R. Rothenfluh, Adrian bioRxiv Article Tolerance occurs when, following an initial experience with a substance, more of the substance is required subsequently to induce the same behavioral effects. Tolerance is historically not well-understood, and numerous researchers have turned to model organisms, particularly Drosophila melanogaster, to unravel its mechanisms. Flies have high translational relevance for human alcohol responses, and there is substantial overlap in disease-causing genes between flies and humans, including those associated with Alcohol Use Disorder. Numerous Drosophila tolerance mutants have been described; however, approaches used to identify and characterize these mutants have varied across time and between labs and have mostly disregarded any impact of initial resistance/sensitivity to ethanol on subsequent tolerance development. Here, we have analyzed a large amount of data – our own published and unpublished data and data published by other labs – to uncover an inverse correlation between initial ethanol resistance and tolerance phenotypes. This inverse correlation suggests that initial resistance phenotypes can explain many ‘perceived’ tolerance phenotypes. Additionally, we show that tolerance should be measured as a relative increase in time to sedation between an initial and second exposure rather than an absolute change in time to sedation. Finally, based on our analysis, we provide a method for using a linear regression equation to assess the residuals of potential tolerance mutants. We show that these residuals provide predictive insight into the likelihood of a mutant being a ‘true’ tolerance mutant, and we offer a framework for understanding the relationship between initial resistance and tolerance. Cold Spring Harbor Laboratory 2023-10-10 /pmc/articles/PMC10592763/ /pubmed/37873285 http://dx.doi.org/10.1101/2023.10.09.561599 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Chvilicek, Maggie M. Seguin, Alexandra Lathen, Daniel R. Titos, Iris Cummins-Beebe, Pearl N Pabon, Miguel A. Miscevic, Masa Nickel, Emily A. Merrill, Collin B Rodan, Aylin R. Rothenfluh, Adrian Large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants |
title | Large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants |
title_full | Large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants |
title_fullStr | Large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants |
title_full_unstemmed | Large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants |
title_short | Large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants |
title_sort | large genetic analysis of alcohol resistance and tolerance reveals an inverse correlation and suggests ‘true’ tolerance mutants |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592763/ https://www.ncbi.nlm.nih.gov/pubmed/37873285 http://dx.doi.org/10.1101/2023.10.09.561599 |
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