Ras-dependent activation of BMAL2 regulates hypoxic metabolism in pancreatic cancer

Author:

Maurer H. CarloORCID,Curiel-Garcia AlvaroORCID,Holmstrom Sam,Laise PasqualeORCID,Palermo Carmine F.,Sastra Steven A.,Andren Anthony,Li Zhang,LeLarge Tessa,Sagalovskiy IrinaORCID,Ross Daniel R.,Rosario Vilma,Lu Kate,Ferraiuolo Ethan,Spinosa Nicholas,Wong Winston,Shaw KaitlinORCID,Chabot John A.,Genkinger JeanineORCID,Hibshoosh Hanina,Manji Gulam A.ORCID,Iuga AlinaORCID,Schmid Roland M.ORCID,Badgley Michael A.ORCID,Johnson Kristen,Califano AndreaORCID,Lyssiotis CostasORCID,Olive Kenneth P.ORCID

Abstract

SummaryTo 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.Statement of SignificanceThere is a surprising disconnect between the genomic alterations present in pancreatic ductal adenocarcinoma and key phenotypes of malignancy, suggesting that non-genetic factors must play a role. Here we analyze changes in regulatory state – calculated from network analysis of RNA expression data – to identify transcription factors and other regulatory proteins whose activities drive pancreatic cancer malignancy. We identified the top candidate, BMAL2, as a novel, KRAS-responsive regulator of hypoxic response in pancreatic cancer, serving as a switch between HIF1A and HIF2A expression. These data help explain how KRAS coordinates cell regulatory state to enable tumor cells to survive extreme hypoxia, and highlight the ability of regulatory network analysis to identify overlooked, key drivers of biological phenotypes.

Publisher

Cold Spring Harbor Laboratory

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3