TY - JOUR
T1 - Nonmonotone invasion landscape by noise-aware control of metastasis activator levels
AU - Wan, Yiming
AU - Cohen, Joseph
AU - Szenk, Mariola
AU - Farquhar, Kevin S.
AU - Coraci, Damiano
AU - Krzysztoń, Rafał
AU - Azukas, Joshua
AU - Van Nest, Nicholas
AU - Smashnov, Alex
AU - Chern, Yi Jye
AU - De Martino, Daniela
AU - Nguyen, Long Chi
AU - Bien, Harold
AU - Bravo-Cordero, Jose Javier
AU - Chan, Chia Hsin
AU - Rosner, Marsha Rich
AU - Balázsi, Gábor
N1 - Publisher Copyright:
© 2023, The Author(s).
PY - 2023/7
Y1 - 2023/7
N2 - 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. [Figure not available: see fulltext.]
AB - 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. [Figure not available: see fulltext.]
UR - https://www.scopus.com/pages/publications/85160298337
U2 - 10.1038/s41589-023-01344-z
DO - 10.1038/s41589-023-01344-z
M3 - Article
C2 - 37231268
AN - SCOPUS:85160298337
SN - 1552-4450
VL - 19
SP - 887
EP - 899
JO - Nature Chemical Biology
JF - Nature Chemical Biology
IS - 7
ER -