Cargando…
Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target
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 signal...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353735/ https://www.ncbi.nlm.nih.gov/pubmed/34376225 http://dx.doi.org/10.1186/s13046-021-02046-x |
_version_ | 1783736464400449536 |
---|---|
author | Gampala, Silpa Shah, Fenil Lu, Xiaoyu Moon, Hye-ran Babb, Olivia Umesh Ganesh, Nikkitha Sandusky, George Hulsey, Emily Armstrong, Lee Mosely, Amber L. Han, Bumsoo Ivan, Mircea Yeh, Jing-Ruey Joanna Kelley, Mark R. Zhang, Chi Fishel, Melissa L. |
author_facet | Gampala, Silpa Shah, Fenil Lu, Xiaoyu Moon, Hye-ran Babb, Olivia Umesh Ganesh, Nikkitha Sandusky, George Hulsey, Emily Armstrong, Lee Mosely, Amber L. Han, Bumsoo Ivan, Mircea Yeh, Jing-Ruey Joanna Kelley, Mark R. Zhang, Chi Fishel, Melissa L. |
author_sort | Gampala, Silpa |
collection | PubMed |
description | 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: 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: 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: 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-021-02046-x. |
format | Online Article Text |
id | pubmed-8353735 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83537352021-08-10 Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target Gampala, Silpa Shah, Fenil Lu, Xiaoyu Moon, Hye-ran Babb, Olivia Umesh Ganesh, Nikkitha Sandusky, George Hulsey, Emily Armstrong, Lee Mosely, Amber L. Han, Bumsoo Ivan, Mircea Yeh, Jing-Ruey Joanna Kelley, Mark R. Zhang, Chi Fishel, Melissa L. J Exp Clin Cancer Res Research 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: 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: 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: 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-021-02046-x. BioMed Central 2021-08-10 /pmc/articles/PMC8353735/ /pubmed/34376225 http://dx.doi.org/10.1186/s13046-021-02046-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Gampala, Silpa Shah, Fenil Lu, Xiaoyu Moon, Hye-ran Babb, Olivia Umesh Ganesh, Nikkitha Sandusky, George Hulsey, Emily Armstrong, Lee Mosely, Amber L. Han, Bumsoo Ivan, Mircea Yeh, Jing-Ruey Joanna Kelley, Mark R. Zhang, Chi Fishel, Melissa L. Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target |
title | Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target |
title_full | Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target |
title_fullStr | Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target |
title_full_unstemmed | Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target |
title_short | Ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target |
title_sort | ref-1 redox activity alters cancer cell metabolism in pancreatic cancer: exploiting this novel finding as a potential target |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353735/ https://www.ncbi.nlm.nih.gov/pubmed/34376225 http://dx.doi.org/10.1186/s13046-021-02046-x |
work_keys_str_mv | AT gampalasilpa ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT shahfenil ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT luxiaoyu ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT moonhyeran ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT babbolivia ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT umeshganeshnikkitha ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT sanduskygeorge ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT hulseyemily ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT armstronglee ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT moselyamberl ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT hanbumsoo ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT ivanmircea ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT yehjingrueyjoanna ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT kelleymarkr ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT zhangchi ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget AT fishelmelissal ref1redoxactivityalterscancercellmetabolisminpancreaticcancerexploitingthisnovelfindingasapotentialtarget |