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Screening in serum-derived medium reveals differential response to compounds targeting metabolism

A challenge for screening new candidate drugs to treat cancer is that efficacy in cell culture models is not always predictive of efficacy in patients. One limitation of standard cell culture is a reliance on non-physiological nutrient levels to propagate cells. Which nutrients are available can inf...

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Autores principales: Abbott, Keene L., Ali, Ahmed, Casalena, Dominick, Do, Brian T., Ferreira, Raphael, Cheah, Jaime H., Soule, Christian K., Deik, Amy, Kunchok, Tenzin, Schmidt, Daniel R., Renner, Steffen, Honeder, Sophie E., Wu, Michelle, Chan, Sze Ham, Tseyang, Tenzin, Greaves, Daniel, Hsu, Peggy P., Ng, Christopher W., Zhang, Chelsea J., Farsidjani, Ali, Gramatikov, Iva Monique T., Matheson, Nicholas J., Lewis, Caroline A., Clish, Clary B., Rees, Matthew G., Roth, Jennifer A., Griner, Lesley Mathews, Muir, Alexander, Auld, Douglas S., Heiden, Matthew G. Vander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002634/
https://www.ncbi.nlm.nih.gov/pubmed/36909640
http://dx.doi.org/10.1101/2023.02.25.529972
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author Abbott, Keene L.
Ali, Ahmed
Casalena, Dominick
Do, Brian T.
Ferreira, Raphael
Cheah, Jaime H.
Soule, Christian K.
Deik, Amy
Kunchok, Tenzin
Schmidt, Daniel R.
Renner, Steffen
Honeder, Sophie E.
Wu, Michelle
Chan, Sze Ham
Tseyang, Tenzin
Greaves, Daniel
Hsu, Peggy P.
Ng, Christopher W.
Zhang, Chelsea J.
Farsidjani, Ali
Gramatikov, Iva Monique T.
Matheson, Nicholas J.
Lewis, Caroline A.
Clish, Clary B.
Rees, Matthew G.
Roth, Jennifer A.
Griner, Lesley Mathews
Muir, Alexander
Auld, Douglas S.
Heiden, Matthew G. Vander
author_facet Abbott, Keene L.
Ali, Ahmed
Casalena, Dominick
Do, Brian T.
Ferreira, Raphael
Cheah, Jaime H.
Soule, Christian K.
Deik, Amy
Kunchok, Tenzin
Schmidt, Daniel R.
Renner, Steffen
Honeder, Sophie E.
Wu, Michelle
Chan, Sze Ham
Tseyang, Tenzin
Greaves, Daniel
Hsu, Peggy P.
Ng, Christopher W.
Zhang, Chelsea J.
Farsidjani, Ali
Gramatikov, Iva Monique T.
Matheson, Nicholas J.
Lewis, Caroline A.
Clish, Clary B.
Rees, Matthew G.
Roth, Jennifer A.
Griner, Lesley Mathews
Muir, Alexander
Auld, Douglas S.
Heiden, Matthew G. Vander
author_sort Abbott, Keene L.
collection PubMed
description A challenge for screening new candidate drugs to treat cancer is that efficacy in cell culture models is not always predictive of efficacy in patients. One limitation of standard cell culture is a reliance on non-physiological nutrient levels to propagate cells. Which nutrients are available can influence how cancer cells use metabolism to proliferate and impact sensitivity to some drugs, but a general assessment of how physiological nutrients affect cancer cell response to small molecule therapies is lacking. To enable screening of compounds to determine how the nutrient environment impacts drug efficacy, we developed a serum-derived culture medium that supports the proliferation of diverse cancer cell lines and is amenable to high-throughput screening. We used this system to screen several small molecule libraries and found that compounds targeting metabolic enzymes were enriched as having differential efficacy in standard compared to serum-derived medium. We exploited the differences in nutrient levels between each medium to understand why medium conditions affected the response of cells to some compounds, illustrating how this approach can be used to screen potential therapeutics and understand how their efficacy is modified by available nutrients.
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spelling pubmed-100026342023-03-11 Screening in serum-derived medium reveals differential response to compounds targeting metabolism Abbott, Keene L. Ali, Ahmed Casalena, Dominick Do, Brian T. Ferreira, Raphael Cheah, Jaime H. Soule, Christian K. Deik, Amy Kunchok, Tenzin Schmidt, Daniel R. Renner, Steffen Honeder, Sophie E. Wu, Michelle Chan, Sze Ham Tseyang, Tenzin Greaves, Daniel Hsu, Peggy P. Ng, Christopher W. Zhang, Chelsea J. Farsidjani, Ali Gramatikov, Iva Monique T. Matheson, Nicholas J. Lewis, Caroline A. Clish, Clary B. Rees, Matthew G. Roth, Jennifer A. Griner, Lesley Mathews Muir, Alexander Auld, Douglas S. Heiden, Matthew G. Vander bioRxiv Article A challenge for screening new candidate drugs to treat cancer is that efficacy in cell culture models is not always predictive of efficacy in patients. One limitation of standard cell culture is a reliance on non-physiological nutrient levels to propagate cells. Which nutrients are available can influence how cancer cells use metabolism to proliferate and impact sensitivity to some drugs, but a general assessment of how physiological nutrients affect cancer cell response to small molecule therapies is lacking. To enable screening of compounds to determine how the nutrient environment impacts drug efficacy, we developed a serum-derived culture medium that supports the proliferation of diverse cancer cell lines and is amenable to high-throughput screening. We used this system to screen several small molecule libraries and found that compounds targeting metabolic enzymes were enriched as having differential efficacy in standard compared to serum-derived medium. We exploited the differences in nutrient levels between each medium to understand why medium conditions affected the response of cells to some compounds, illustrating how this approach can be used to screen potential therapeutics and understand how their efficacy is modified by available nutrients. Cold Spring Harbor Laboratory 2023-02-27 /pmc/articles/PMC10002634/ /pubmed/36909640 http://dx.doi.org/10.1101/2023.02.25.529972 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Abbott, Keene L.
Ali, Ahmed
Casalena, Dominick
Do, Brian T.
Ferreira, Raphael
Cheah, Jaime H.
Soule, Christian K.
Deik, Amy
Kunchok, Tenzin
Schmidt, Daniel R.
Renner, Steffen
Honeder, Sophie E.
Wu, Michelle
Chan, Sze Ham
Tseyang, Tenzin
Greaves, Daniel
Hsu, Peggy P.
Ng, Christopher W.
Zhang, Chelsea J.
Farsidjani, Ali
Gramatikov, Iva Monique T.
Matheson, Nicholas J.
Lewis, Caroline A.
Clish, Clary B.
Rees, Matthew G.
Roth, Jennifer A.
Griner, Lesley Mathews
Muir, Alexander
Auld, Douglas S.
Heiden, Matthew G. Vander
Screening in serum-derived medium reveals differential response to compounds targeting metabolism
title Screening in serum-derived medium reveals differential response to compounds targeting metabolism
title_full Screening in serum-derived medium reveals differential response to compounds targeting metabolism
title_fullStr Screening in serum-derived medium reveals differential response to compounds targeting metabolism
title_full_unstemmed Screening in serum-derived medium reveals differential response to compounds targeting metabolism
title_short Screening in serum-derived medium reveals differential response to compounds targeting metabolism
title_sort screening in serum-derived medium reveals differential response to compounds targeting metabolism
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002634/
https://www.ncbi.nlm.nih.gov/pubmed/36909640
http://dx.doi.org/10.1101/2023.02.25.529972
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