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Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer
To identify novel drivers of malignancy in pancreatic ductal adenocarcinoma (PDAC), we employed regulatory network analysis, which calculates the activity of transcription factors and other regulatory proteins based on the integrated expression of their positive and negative target genes. We generat...
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/PMC10055246/ https://www.ncbi.nlm.nih.gov/pubmed/36993718 http://dx.doi.org/10.1101/2023.03.19.533333 |
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author | Maurer, H. Carlo Curiel-Garcia, Alvaro Holmstrom, Sam Laise, Pasquale Palermo, Carmine F. Sastra, Steven A. Andren, Anthony Li, Zhang LeLarge, Tessa Sagalovskiy, Irina Ross, Daniel R. Rosario, Vilma Lu, Kate Ferraiuolo, Ethan Spinosa, Nicholas Wong, Winston Shaw, Kaitlin Chabot, John A. Genkinger, Jeanine Hibshoosh, Hanina Manji, Gulam A. Iuga, Alina Schmid, Roland M. Badgley, Michael A. Johnson, Kristen Califano, Andrea Lyssiotis, Costas Olive, Kenneth P. |
author_facet | Maurer, H. Carlo Curiel-Garcia, Alvaro Holmstrom, Sam Laise, Pasquale Palermo, Carmine F. Sastra, Steven A. Andren, Anthony Li, Zhang LeLarge, Tessa Sagalovskiy, Irina Ross, Daniel R. Rosario, Vilma Lu, Kate Ferraiuolo, Ethan Spinosa, Nicholas Wong, Winston Shaw, Kaitlin Chabot, John A. Genkinger, Jeanine Hibshoosh, Hanina Manji, Gulam A. Iuga, Alina Schmid, Roland M. Badgley, Michael A. Johnson, Kristen Califano, Andrea Lyssiotis, Costas Olive, Kenneth P. |
author_sort | Maurer, H. Carlo |
collection | PubMed |
description | To identify novel drivers of malignancy in pancreatic ductal adenocarcinoma (PDAC), we employed regulatory network analysis, which calculates the activity of transcription factors and other regulatory proteins based on the integrated expression of their positive and negative target genes. We generated a regulatory network for the malignant epithelial cells of human PDAC using gene expression data from a set of 197 laser capture microdissected human PDAC samples and 45 low-grade precursors, for which we had matched histopathological, clinical, and epidemiological annotation. We then identified the most highly activated and repressed regulatory proteins (e.g. master regulators or MRs) associated with four malignancy phenotypes: precursors vs. PDAC (initiation), low-grade vs. high grade histopathology (progression), survival post resection, and association with KRAS activity. Integrating across these phenotypes, the top MR of PDAC malignancy was found to be BMAL2, a member of the PAS family of bHLH transcription factors. Although the canonical function of BMAL2 is linked to the circadian rhythm protein CLOCK, annotation of BMAL2 target genes highlighted a potential role in hypoxia response. We previously demonstrated that PDAC is hypovascularized and hypoperfused, and here show that PDAC from the genetically engineered KPC model exists in a state of extreme hypoxia, with a partial oxygen pressure of <1mmHg. Given the close homology of BMAL2 to HIF1β (ARNT) and its potential to heterodimerize with HIF1A and HIF2A, we investigated whether BMAL2 plays a role in the hypoxic response of PDAC. Indeed, BMAL2 controlled numerous hypoxia response genes and could be inhibited following treatment with multiple RAF, MEK, and ERK inhibitors, validating its association with RAS activity. Knockout of BMAL2 in four human PDAC cell lines led to defects in growth and invasion in the setting of hypoxia. Strikingly, BMAL2 null cells failed to induce glycolysis upon exposure to severe hypoxia and this was associated with a loss of expression of the glycolytic enzyme LDHA. Moreover, HIF1A was no longer stabilized under hypoxia in BMAL2 knockout cells. By contrast, HIF2A was hyper-stabilized under hypoxia, indicating a dysregulation of hypoxia metabolism in response to BMAL2 loss. We conclude that BMAL2 is a master regulator of hypoxic metabolism in PDAC, serving as a molecular switch between the disparate metabolic roles of HIF1A- and HIF2A-dependent hypoxia responses. |
format | Online Article Text |
id | pubmed-10055246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-100552462023-03-30 Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer Maurer, H. Carlo Curiel-Garcia, Alvaro Holmstrom, Sam Laise, Pasquale Palermo, Carmine F. Sastra, Steven A. Andren, Anthony Li, Zhang LeLarge, Tessa Sagalovskiy, Irina Ross, Daniel R. Rosario, Vilma Lu, Kate Ferraiuolo, Ethan Spinosa, Nicholas Wong, Winston Shaw, Kaitlin Chabot, John A. Genkinger, Jeanine Hibshoosh, Hanina Manji, Gulam A. Iuga, Alina Schmid, Roland M. Badgley, Michael A. Johnson, Kristen Califano, Andrea Lyssiotis, Costas Olive, Kenneth P. bioRxiv Article To identify novel drivers of malignancy in pancreatic ductal adenocarcinoma (PDAC), we employed regulatory network analysis, which calculates the activity of transcription factors and other regulatory proteins based on the integrated expression of their positive and negative target genes. We generated a regulatory network for the malignant epithelial cells of human PDAC using gene expression data from a set of 197 laser capture microdissected human PDAC samples and 45 low-grade precursors, for which we had matched histopathological, clinical, and epidemiological annotation. We then identified the most highly activated and repressed regulatory proteins (e.g. master regulators or MRs) associated with four malignancy phenotypes: precursors vs. PDAC (initiation), low-grade vs. high grade histopathology (progression), survival post resection, and association with KRAS activity. Integrating across these phenotypes, the top MR of PDAC malignancy was found to be BMAL2, a member of the PAS family of bHLH transcription factors. Although the canonical function of BMAL2 is linked to the circadian rhythm protein CLOCK, annotation of BMAL2 target genes highlighted a potential role in hypoxia response. We previously demonstrated that PDAC is hypovascularized and hypoperfused, and here show that PDAC from the genetically engineered KPC model exists in a state of extreme hypoxia, with a partial oxygen pressure of <1mmHg. Given the close homology of BMAL2 to HIF1β (ARNT) and its potential to heterodimerize with HIF1A and HIF2A, we investigated whether BMAL2 plays a role in the hypoxic response of PDAC. Indeed, BMAL2 controlled numerous hypoxia response genes and could be inhibited following treatment with multiple RAF, MEK, and ERK inhibitors, validating its association with RAS activity. Knockout of BMAL2 in four human PDAC cell lines led to defects in growth and invasion in the setting of hypoxia. Strikingly, BMAL2 null cells failed to induce glycolysis upon exposure to severe hypoxia and this was associated with a loss of expression of the glycolytic enzyme LDHA. Moreover, HIF1A was no longer stabilized under hypoxia in BMAL2 knockout cells. By contrast, HIF2A was hyper-stabilized under hypoxia, indicating a dysregulation of hypoxia metabolism in response to BMAL2 loss. We conclude that BMAL2 is a master regulator of hypoxic metabolism in PDAC, serving as a molecular switch between the disparate metabolic roles of HIF1A- and HIF2A-dependent hypoxia responses. Cold Spring Harbor Laboratory 2023-03-21 /pmc/articles/PMC10055246/ /pubmed/36993718 http://dx.doi.org/10.1101/2023.03.19.533333 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 Maurer, H. Carlo Curiel-Garcia, Alvaro Holmstrom, Sam Laise, Pasquale Palermo, Carmine F. Sastra, Steven A. Andren, Anthony Li, Zhang LeLarge, Tessa Sagalovskiy, Irina Ross, Daniel R. Rosario, Vilma Lu, Kate Ferraiuolo, Ethan Spinosa, Nicholas Wong, Winston Shaw, Kaitlin Chabot, John A. Genkinger, Jeanine Hibshoosh, Hanina Manji, Gulam A. Iuga, Alina Schmid, Roland M. Badgley, Michael A. Johnson, Kristen Califano, Andrea Lyssiotis, Costas Olive, Kenneth P. Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer |
title | Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer |
title_full | Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer |
title_fullStr | Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer |
title_full_unstemmed | Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer |
title_short | Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer |
title_sort | ras-dependent activation of bmal2 regulates hypoxic metabolism in pancreatic cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055246/ https://www.ncbi.nlm.nih.gov/pubmed/36993718 http://dx.doi.org/10.1101/2023.03.19.533333 |
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