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Nonmonotone invasion landscape by noise-aware control of metastasis activator levels

A major pharmacological assumption is that lowering disease-promoting protein levels is generally beneficial. For example, inhibiting metastasis activator BACH1 is proposed to decrease cancer metastases. Testing such assumptions requires approaches to measure disease phenotypes while precisely adjus...

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Autores principales: Wan, Yiming, Cohen, Joseph, Szenk, Mariola, Farquhar, Kevin S., Coraci, Damiano, Krzysztoń, Rafał, Azukas, Joshua, Van Nest, Nicholas, Smashnov, Alex, Chern, Yi-Jye, De Martino, Daniela, Nguyen, Long Chi, Bien, Harold, Bravo-Cordero, Jose Javier, Chan, Chia-Hsin, Rosner, Marsha Rich, Balázsi, Gábor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10299915/
https://www.ncbi.nlm.nih.gov/pubmed/37231268
http://dx.doi.org/10.1038/s41589-023-01344-z
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author Wan, Yiming
Cohen, Joseph
Szenk, Mariola
Farquhar, Kevin S.
Coraci, Damiano
Krzysztoń, Rafał
Azukas, Joshua
Van Nest, Nicholas
Smashnov, Alex
Chern, Yi-Jye
De Martino, Daniela
Nguyen, Long Chi
Bien, Harold
Bravo-Cordero, Jose Javier
Chan, Chia-Hsin
Rosner, Marsha Rich
Balázsi, Gábor
author_facet Wan, Yiming
Cohen, Joseph
Szenk, Mariola
Farquhar, Kevin S.
Coraci, Damiano
Krzysztoń, Rafał
Azukas, Joshua
Van Nest, Nicholas
Smashnov, Alex
Chern, Yi-Jye
De Martino, Daniela
Nguyen, Long Chi
Bien, Harold
Bravo-Cordero, Jose Javier
Chan, Chia-Hsin
Rosner, Marsha Rich
Balázsi, Gábor
author_sort Wan, Yiming
collection PubMed
description A major pharmacological assumption is that lowering disease-promoting protein levels is generally beneficial. For example, inhibiting metastasis activator BACH1 is proposed to decrease cancer metastases. Testing such assumptions requires approaches to measure disease phenotypes while precisely adjusting disease-promoting protein levels. Here we developed a two-step strategy to integrate protein-level tuning, noise-aware synthetic gene circuits into a well-defined human genomic safe harbor locus. Unexpectedly, engineered MDA-MB-231 metastatic human breast cancer cells become more, then less and then more invasive as we tune BACH1 levels up, irrespective of the native BACH1. BACH1 expression shifts in invading cells, and expression of BACH1ʼs transcriptional targets confirm BACH1ʼs nonmonotone phenotypic and regulatory effects. Thus, chemical inhibition of BACH1 could have unwanted effects on invasion. Additionally, BACH1ʼs expression variability aids invasion at high BACH1 expression. Overall, precisely engineered, noise-aware protein-level control is necessary and important to unravel disease effects of genes to improve clinical drug efficacy. [Image: see text]
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spelling pubmed-102999152023-06-29 Nonmonotone invasion landscape by noise-aware control of metastasis activator levels Wan, Yiming Cohen, Joseph Szenk, Mariola Farquhar, Kevin S. Coraci, Damiano Krzysztoń, Rafał Azukas, Joshua Van Nest, Nicholas Smashnov, Alex Chern, Yi-Jye De Martino, Daniela Nguyen, Long Chi Bien, Harold Bravo-Cordero, Jose Javier Chan, Chia-Hsin Rosner, Marsha Rich Balázsi, Gábor Nat Chem Biol Article A major pharmacological assumption is that lowering disease-promoting protein levels is generally beneficial. For example, inhibiting metastasis activator BACH1 is proposed to decrease cancer metastases. Testing such assumptions requires approaches to measure disease phenotypes while precisely adjusting disease-promoting protein levels. Here we developed a two-step strategy to integrate protein-level tuning, noise-aware synthetic gene circuits into a well-defined human genomic safe harbor locus. Unexpectedly, engineered MDA-MB-231 metastatic human breast cancer cells become more, then less and then more invasive as we tune BACH1 levels up, irrespective of the native BACH1. BACH1 expression shifts in invading cells, and expression of BACH1ʼs transcriptional targets confirm BACH1ʼs nonmonotone phenotypic and regulatory effects. Thus, chemical inhibition of BACH1 could have unwanted effects on invasion. Additionally, BACH1ʼs expression variability aids invasion at high BACH1 expression. Overall, precisely engineered, noise-aware protein-level control is necessary and important to unravel disease effects of genes to improve clinical drug efficacy. [Image: see text] Nature Publishing Group US 2023-05-25 2023 /pmc/articles/PMC10299915/ /pubmed/37231268 http://dx.doi.org/10.1038/s41589-023-01344-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Wan, Yiming
Cohen, Joseph
Szenk, Mariola
Farquhar, Kevin S.
Coraci, Damiano
Krzysztoń, Rafał
Azukas, Joshua
Van Nest, Nicholas
Smashnov, Alex
Chern, Yi-Jye
De Martino, Daniela
Nguyen, Long Chi
Bien, Harold
Bravo-Cordero, Jose Javier
Chan, Chia-Hsin
Rosner, Marsha Rich
Balázsi, Gábor
Nonmonotone invasion landscape by noise-aware control of metastasis activator levels
title Nonmonotone invasion landscape by noise-aware control of metastasis activator levels
title_full Nonmonotone invasion landscape by noise-aware control of metastasis activator levels
title_fullStr Nonmonotone invasion landscape by noise-aware control of metastasis activator levels
title_full_unstemmed Nonmonotone invasion landscape by noise-aware control of metastasis activator levels
title_short Nonmonotone invasion landscape by noise-aware control of metastasis activator levels
title_sort nonmonotone invasion landscape by noise-aware control of metastasis activator levels
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10299915/
https://www.ncbi.nlm.nih.gov/pubmed/37231268
http://dx.doi.org/10.1038/s41589-023-01344-z
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