Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target.
Cancer associated fibroblasts (CAFs)
Metabolism
Mitochondria
OXPHOS
Pancreatic cancer
Redox function
Ref-1
scRNA-seq
Journal
Journal of experimental & clinical cancer research : CR
ISSN: 1756-9966
Titre abrégé: J Exp Clin Cancer Res
Pays: England
ID NLM: 8308647
Informations de publication
Date de publication:
10 Aug 2021
10 Aug 2021
Historique:
received:
29
11
2020
accepted:
18
07
2021
entrez:
11
8
2021
pubmed:
12
8
2021
medline:
11
1
2022
Statut:
epublish
Résumé
Pancreatic cancer is a complex disease with a desmoplastic stroma, extreme hypoxia, and inherent resistance to therapy. Understanding the signaling and adaptive response of such an aggressive cancer is key to making advances in therapeutic efficacy. Redox factor-1 (Ref-1), a redox signaling protein, regulates the conversion of several transcription factors (TFs), including HIF-1α, STAT3 and NFκB from an oxidized to reduced state leading to enhancement of their DNA binding. In our previously published work, knockdown of Ref-1 under normoxia resulted in altered gene expression patterns on pathways including EIF2, protein kinase A, and mTOR. In this study, single cell RNA sequencing (scRNA-seq) and proteomics were used to explore the effects of Ref-1 on metabolic pathways under hypoxia. scRNA-seq comparing pancreatic cancer cells expressing less than 20% of the Ref-1 protein was analyzed using left truncated mixture Gaussian model and validated using proteomics and qRT-PCR. The identified Ref-1's role in mitochondrial function was confirmed using mitochondrial function assays, qRT-PCR, western blotting and NADP assay. Further, the effect of Ref-1 redox function inhibition against pancreatic cancer metabolism was assayed using 3D co-culture in vitro and xenograft studies in vivo. Distinct transcriptional variation in central metabolism, cell cycle, apoptosis, immune response, and genes downstream of a series of signaling pathways and transcriptional regulatory factors were identified in Ref-1 knockdown vs Scrambled control from the scRNA-seq data. Mitochondrial DEG subsets downregulated with Ref-1 knockdown were significantly reduced following Ref-1 redox inhibition and more dramatically in combination with Devimistat in vitro. Mitochondrial function assays demonstrated that Ref-1 knockdown and Ref-1 redox signaling inhibition decreased utilization of TCA cycle substrates and slowed the growth of pancreatic cancer co-culture spheroids. In Ref-1 knockdown cells, a higher flux rate of NADP + consuming reactions was observed suggesting the less availability of NADP + and a higher level of oxidative stress in these cells. In vivo xenograft studies demonstrated that tumor reduction was potent with Ref-1 redox inhibitor similar to Devimistat. Ref-1 redox signaling inhibition conclusively alters cancer cell metabolism by causing TCA cycle dysfunction while also reducing the pancreatic tumor growth in vitro as well as in vivo.
Sections du résumé
BACKGROUND
BACKGROUND
Pancreatic cancer is a complex disease with a desmoplastic stroma, extreme hypoxia, and inherent resistance to therapy. Understanding the signaling and adaptive response of such an aggressive cancer is key to making advances in therapeutic efficacy. Redox factor-1 (Ref-1), a redox signaling protein, regulates the conversion of several transcription factors (TFs), including HIF-1α, STAT3 and NFκB from an oxidized to reduced state leading to enhancement of their DNA binding. In our previously published work, knockdown of Ref-1 under normoxia resulted in altered gene expression patterns on pathways including EIF2, protein kinase A, and mTOR. In this study, single cell RNA sequencing (scRNA-seq) and proteomics were used to explore the effects of Ref-1 on metabolic pathways under hypoxia.
METHODS
METHODS
scRNA-seq comparing pancreatic cancer cells expressing less than 20% of the Ref-1 protein was analyzed using left truncated mixture Gaussian model and validated using proteomics and qRT-PCR. The identified Ref-1's role in mitochondrial function was confirmed using mitochondrial function assays, qRT-PCR, western blotting and NADP assay. Further, the effect of Ref-1 redox function inhibition against pancreatic cancer metabolism was assayed using 3D co-culture in vitro and xenograft studies in vivo.
RESULTS
RESULTS
Distinct transcriptional variation in central metabolism, cell cycle, apoptosis, immune response, and genes downstream of a series of signaling pathways and transcriptional regulatory factors were identified in Ref-1 knockdown vs Scrambled control from the scRNA-seq data. Mitochondrial DEG subsets downregulated with Ref-1 knockdown were significantly reduced following Ref-1 redox inhibition and more dramatically in combination with Devimistat in vitro. Mitochondrial function assays demonstrated that Ref-1 knockdown and Ref-1 redox signaling inhibition decreased utilization of TCA cycle substrates and slowed the growth of pancreatic cancer co-culture spheroids. In Ref-1 knockdown cells, a higher flux rate of NADP + consuming reactions was observed suggesting the less availability of NADP + and a higher level of oxidative stress in these cells. In vivo xenograft studies demonstrated that tumor reduction was potent with Ref-1 redox inhibitor similar to Devimistat.
CONCLUSION
CONCLUSIONS
Ref-1 redox signaling inhibition conclusively alters cancer cell metabolism by causing TCA cycle dysfunction while also reducing the pancreatic tumor growth in vitro as well as in vivo.
Identifiants
pubmed: 34376225
doi: 10.1186/s13046-021-02046-x
pii: 10.1186/s13046-021-02046-x
pmc: PMC8353735
doi:
Substances chimiques
APEX1 protein, human
EC 4.2.99.18
DNA-(Apurinic or Apyrimidinic Site) Lyase
EC 4.2.99.18
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
251Subventions
Organisme : NIGMS NIH HHS
ID : R01 GM131399
Pays : United States
Organisme : NCI NIH HHS
ID : R01CA231267
Pays : United States
Organisme : NCI NIH HHS
ID : R01CA211098
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01HL143403
Pays : United States
Organisme : dod peer reviewed cancer research program
ID : NF180045
Organisme : NCI NIH HHS
ID : R01HL140961
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA023168
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR002529
Pays : United States
Organisme : NIGMS NIH HHS
ID : 1R01GM131399
Pays : United States
Organisme : NIH HHS
ID : R01CA215410
Pays : United States
Organisme : NCI NIH HHS
ID : R01CA205166
Pays : United States
Organisme : NCI NIH HHS
ID : R01CA167291
Pays : United States
Organisme : NCI NIH HHS
ID : R01CA167291-S1
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL143403
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA082709
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA215410
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA167291
Pays : United States
Informations de copyright
© 2021. The Author(s).
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