Cargando…

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,...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
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
_version_ 1785124339807420416
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 Here, we have analyzed a large amount of data – our own published and unpublished data and data published by other labs – to uncover an inverse correlation between initial ethanol resistance and tolerance phenotypes.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
work_keys_str_mv AT chvilicekmaggiem largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT seguinalexandra largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT lathendanielr largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT titosiris largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT cumminsbeebepearln largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT pabonmiguela largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT miscevicmasa largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT nickelemilya largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT merrillcollinb largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT rodanaylinr largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants
AT rothenfluhadrian largegeneticanalysisofalcoholresistanceandtolerancerevealsaninversecorrelationandsuggeststruetolerancemutants