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Abstract
Mitochondria play fundamental roles in the regulation of life and death of eukaryotic cells. They mediate aerobic energy conversion through the oxidative phosphorylation (OXPHOS) system, and harbor and control the intrinsic pathway of apoptosis. As a descendant of a bacterial endosymbiont, mitochondria retain a vestige of their original genome (mtDNA), and its corresponding full gene expression machinery. Proteins encoded in the mtDNA, all components of the multimeric OXPHOS enzymes, are synthesized in specialized mitochondrial ribosomes (mitoribosomes). Mitoribosomes are therefore essential in the regulation of cellular respiration. Additionally, an increasing body of literature has been reporting an alternative role for several mitochondrial ribosomal proteins as apoptosis-inducing factors. No surprisingly, the expression of genes encoding for mitoribosomal proteins, mitoribosome assembly factors and mitochondrial translation factors is modified in numerous cancers, a trait that has been linked to tumorigenesis and metastasis. In this article, we will review the current knowledge regarding the dual function of mitoribosome components in protein synthesis and apoptosis and their association with cancer susceptibility and development. We will also highlight recent developments in targeting mitochondrial ribosomes for the treatment of cancer.
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Li H, Courtois ET, Sengupta D, Tan Y, Chen KH, Goh JJL, Kong SL, Chua C, Hon LK, Tan WS, Wong M, Choi PJ, Wee LJK, Hillmer AM, Tan IB, Robson P, Prabhakar S. Reference component analysis of single-cell transcriptomes elucidates cellular heterogeneity in human colorectal tumors. Nat Genet 2017; 49:708-718. [PMID: 28319088 DOI: 10.1038/ng.3818] [Citation(s) in RCA: 718] [Impact Index Per Article: 89.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 02/24/2017] [Indexed: 12/23/2022]
Abstract
Intratumoral heterogeneity is a major obstacle to cancer treatment and a significant confounding factor in bulk-tumor profiling. We performed an unbiased analysis of transcriptional heterogeneity in colorectal tumors and their microenvironments using single-cell RNA-seq from 11 primary colorectal tumors and matched normal mucosa. To robustly cluster single-cell transcriptomes, we developed reference component analysis (RCA), an algorithm that substantially improves clustering accuracy. Using RCA, we identified two distinct subtypes of cancer-associated fibroblasts (CAFs). Additionally, epithelial-mesenchymal transition (EMT)-related genes were found to be upregulated only in the CAF subpopulation of tumor samples. Notably, colorectal tumors previously assigned to a single subtype on the basis of bulk transcriptomics could be divided into subgroups with divergent survival probability by using single-cell signatures, thus underscoring the prognostic value of our approach. Overall, our results demonstrate that unbiased single-cell RNA-seq profiling of tumor and matched normal samples provides a unique opportunity to characterize aberrant cell states within a tumor.
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Affiliation(s)
- Huipeng Li
- Computational and Systems Biology, Genome Institute of Singapore, Singapore
| | - Elise T Courtois
- Computational and Systems Biology, Genome Institute of Singapore, Singapore.,Developmental Cellomics Laboratory, Genome Institute of Singapore, Singapore
| | - Debarka Sengupta
- Computational and Systems Biology, Genome Institute of Singapore, Singapore.,Department of Computer Science and Engineering and Center for Computational Biology, Indraprastha Institute of Information Technology, Delhi, India
| | - Yuliana Tan
- Computational and Systems Biology, Genome Institute of Singapore, Singapore.,Developmental Cellomics Laboratory, Genome Institute of Singapore, Singapore
| | - Kok Hao Chen
- Synthetic Biology, Genome Institute of Singapore, Singapore
| | | | - Say Li Kong
- Cancer Therapeutics and Stratified Oncology, Genome Institute of Singapore, Singapore
| | - Clarinda Chua
- Department of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Lim Kiat Hon
- Department of Pathology, Singapore General Hospital, Singapore
| | - Wah Siew Tan
- Department of Colorectal Surgery, Singapore General Hospital, Singapore
| | - Mark Wong
- Department of Colorectal Surgery, Singapore General Hospital, Singapore
| | | | - Lawrence J K Wee
- Data Analytics Department, Institute for Infocomm Research, Singapore
| | - Axel M Hillmer
- Cancer Therapeutics and Stratified Oncology, Genome Institute of Singapore, Singapore
| | - Iain Beehuat Tan
- Cancer Therapeutics and Stratified Oncology, Genome Institute of Singapore, Singapore.,Department of Medical Oncology, National Cancer Centre Singapore, Singapore.,Program in Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore
| | - Paul Robson
- Developmental Cellomics Laboratory, Genome Institute of Singapore, Singapore.,The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut, USA.,Department of Genetics and Genome Sciences, Institute for Systems Genomics, University of Connecticut, Farmington, Connecticut, USA.,Department of Biological Sciences, National University of Singapore, Singapore
| | - Shyam Prabhakar
- Computational and Systems Biology, Genome Institute of Singapore, Singapore
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Inhibiting inducible miR-223 further reduces viable cells in human cancer cell lines MCF-7 and PC3 treated by celastrol. BMC Cancer 2015; 15:873. [PMID: 26552919 PMCID: PMC4640397 DOI: 10.1186/s12885-015-1909-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Accepted: 11/04/2015] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Celastrol is a novel anti-tumor agent. Ways to further enhance this effect of celastrol has attracted much research attention. METHODS AND RESULTS Here, we report that celastrol treatment can elevate miR-223 in human breast cancer cell line MCF-7 and prostate cancer PC3. Down-regulating miR-223 could increase the number of viable cells, yet it further reduced viable cells in samples that were treated by celastrol; up-regulation of miR-223 displayed opposite effects. Celastrol's miR-223 induction might be due to NF-κB inhibition and transient mTOR activation: these two events occurred prior to miR-223 elevation in celastrol-treated cells. NF-κB inhibitor, like celastrol, could induce miR-223; the induction of miR-223 by NF-κB inhibitor or celastrol was reduced by the use of mTOR inhibitor. Finally and interestingly, miR-223 also could affect NF-κB and mTOR and the effects were different between cells treated or not treated with celastrol, thus providing an explanation for differing effects of miR-223 alteration on cellular viability in the presence of celastrol or not. CONCLUSIONS For the first time, we disclose that celastrol could induce miR-223 in breast and prostate cancer cells, and that inhibiting miR-223 could further reduce the living cells in celastrol-treated cancer cell lines. We thus provide a novel way to increase celastrol's anti-cancer effects.
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