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Dive into the research topics where Murugan Subramanian is active.

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Featured researches published by Murugan Subramanian.


Journal of Clinical Investigation | 2013

Inhibiting glycolytic metabolism enhances CD8+ T cell memory and antitumor function

Madhusudhanan Sukumar; Jie Liu; Yun Ji; Murugan Subramanian; Joseph G. Crompton; Zhiya Yu; Rahul Roychoudhuri; Douglas C. Palmer; Pawel Muranski; Edward D. Karoly; Robert P. Mohney; Christopher A. Klebanoff; Ashish Lal; Toren Finkel; Nicholas P. Restifo; Luca Gattinoni

Naive CD8+ T cells rely upon oxidation of fatty acids as a primary source of energy. After antigen encounter, T cells shift to a glycolytic metabolism to sustain effector function. It is unclear, however, whether changes in glucose metabolism ultimately influence the ability of activated T cells to become long-lived memory cells. We used a fluorescent glucose analog, 2-NBDG, to quantify glucose uptake in activated CD8+ T cells. We found that cells exhibiting limited glucose incorporation had a molecular profile characteristic of memory precursor cells and an increased capacity to enter the memory pool compared with cells taking up high amounts of glucose. Accordingly, enforcing glycolytic metabolism by overexpressing the glycolytic enzyme phosphoglycerate mutase-1 severely impaired the ability of CD8+ T cells to form long-term memory. Conversely, activation of CD8+ T cells in the presence of an inhibitor of glycolysis, 2-deoxyglucose, enhanced the generation of memory cells and antitumor functionality. Our data indicate that augmenting glycolytic flux drives CD8+ T cells toward a terminally differentiated state, while its inhibition preserves the formation of long-lived memory CD8+ T cells. These results have important implications for improving the efficacy of T cell-based therapies against chronic infectious diseases and cancer.


Molecular and Cellular Biology | 2014

A p21-ZEB1 Complex Inhibits Epithelial-Mesenchymal Transition through the MicroRNA 183-96-182 Cluster

Xiao Ling Li; Toshifumi Hara; Youngeun Choi; Murugan Subramanian; Princy Francis; Sven Bilke; Robert L. Walker; Marbin Pineda; Yuelin Zhu; Yu-an Yang; Ji Luo; Lalage M. Wakefield; Thomas Brabletz; Ben Ho Park; Sudha Sharma; Dipanjan Chowdhury; Paul S. Meltzer; Ashish Lal

ABSTRACT The tumor suppressor p21 acts as a cell cycle inhibitor and has also been shown to regulate gene expression by functioning as a transcription corepressor. Here, we identified p21-regulated microRNAs (miRNAs) by sequencing small RNAs from isogenic p21+/+ and p21−/− cells. Three abundant miRNA clusters, miR-200b-200a-429, miR-200c-141, and miR-183-96-182, were downregulated in p21-deficient cells. Consistent with the known function of the miR-200 family and p21 in inhibition of the epithelial-mesenchymal transition (EMT), we observed EMT upon loss of p21 in multiple model systems. To explore a role of the miR-183-96-182 cluster in EMT, we identified its genome-wide targets and found that miR-183 and miR-96 repressed common targets, including SLUG, ZEB1, ITGB1, and KLF4. Reintroduction of miR-200, miR-183, or miR-96 in p21−/− cells inhibited EMT, cell migration, and invasion. Conversely, antagonizing miR-200 and miR-183-96-182 cluster miRNAs in p21+/+ cells increased invasion and elevated the levels of VIM, ZEB1, and SLUG mRNAs. Furthermore, we found that p21 forms a complex with ZEB1 at the miR-183-96-182 cluster promoter to inhibit transcriptional repression of this cluster by ZEB1, suggesting a reciprocal feedback loop.


Proceedings of the National Academy of Sciences of the United States of America | 2015

The CDX1–microRNA-215 axis regulates colorectal cancer stem cell differentiation

Matthew F. Jones; Toshifumi Hara; Princy Francis; Xiao Ling Li; Sven Bilke; Yuelin Zhu; Marbin Pineda; Murugan Subramanian; Walter F. Bodmer; Ashish Lal

Significance In the colon, stem cell self-renewal and multipotency is regulated by the polycomb complex protein BMI1, among other genes. Differentiation is regulated by the transcription factor caudal-type homeobox 1 (CDX1), expression of which coincides with repression of BMI1. Colorectal cancer stem cells (CSCs) express BMI1 but not CDX1. Tumors that silence CDX1 have a higher proportion of CSCs and an undifferentiated histology, whereas aberrant CDX1 expression is associated with intestinal metaplasias such as Barretts esophagus. We have identified microRNA-215 (miR-215) as a target of CDX1 in colon cancer that mediates repression of BMI1. MiR-215 operates downstream of CDX1 to promote differentiation and inhibit stemness. In combination with recent advances in the therapeutic uses of small RNAs, miR-215 could offer a novel method to specifically target CSCs. The transcription factor caudal-type homeobox 1 (CDX1) is a key regulator of differentiation in the normal colon and in colorectal cancer (CRC). CDX1 activates the expression of enterocyte genes, but it is not clear how the concomitant silencing of stem cell genes is achieved. MicroRNAs (miRNAs) are important mediators of gene repression and have been implicated in tumor suppression and carcinogenesis, but the roles of miRNAs in differentiation, particularly in CRC, remain poorly understood. Here, we identified microRNA-215 (miR-215) as a direct transcriptional target of CDX1 by using high-throughput small RNA sequencing to profile miRNA expression in two pairs of CRC cell lines: CDX1-low HCT116 and HCT116 with stable CDX1 overexpression, and CDX1-high LS174T and LS174T with stable CDX1 knockdown. Validation of candidate miRNAs identified by RNA-seq in a larger cell-line panel revealed miR-215 to be most significantly correlated with CDX1 expression. Quantitative ChIP–PCR and promoter luciferase assays confirmed that CDX1 directly activates miR-215 transcription. miR-215 expression is depleted in FACS-enriched cancer stem cells compared with unsorted samples. Overexpression of miR-215 in poorly differentiated cell lines causes a decrease in clonogenicity, whereas miR-215 knockdown increases clonogenicity and impairs differentiation in CDX1-high cell lines. We identified the genome-wide targets of miR-215 and found that miR-215 mediates the repression of cell cycle and stemness genes downstream of CDX1. In particular, the miR-215 target gene BMI1 has been shown to promote stemness and self-renewal and to vary inversely with CDX1. Our work situates miR-215 as a link between CDX1 expression and BMI1 repression that governs differentiation in CRC.


Molecular and Cellular Biology | 2012

Growth Inhibition by miR-519 via Multiple p21-Inducing Pathways

Kotb Abdelmohsen; Subramanya Srikantan; Kumiko Tominaga; Min-Ju Kang; Yael Yaniv; Jennifer L. Martindale; Xiaoling Yang; Sung-Soo Park; Kevin G. Becker; Murugan Subramanian; Stuart Maudsley; Ashish Lal; Myriam Gorospe

ABSTRACT The microRNA miR-519 robustly inhibits cell proliferation, in turn triggering senescence and decreasing tumor growth. However, the molecular mediators of miR-519-elicited growth inhibition are unknown. Here, we systematically investigated the influence of miR-519 on gene expression profiles leading to growth cessation in HeLa human cervical carcinoma cells. By analyzing miR-519-triggered changes in protein and mRNA expression patterns and by identifying mRNAs associated with biotinylated miR-519, we uncovered two prominent subsets of miR-519-regulated mRNAs. One subset of miR-519 target mRNAs encoded DNA maintenance proteins (including DUT1, EXO1, RPA2, and POLE4); miR-519 repressed their expression and increased DNA damage, in turn raising the levels of the cyclin-dependent kinase (cdk) inhibitor p21. The other subset of miR-519 target mRNAs encoded proteins that control intracellular calcium levels (notably, ATP2C1 and ORAI1); their downregulation by miR-519 aberrantly elevated levels of cytosolic [Ca2+] storage in HeLa cells, similarly increasing p21 levels in a manner dependent on the Ca2+-activated kinases CaMKII and GSK3β. The rises in levels of DNA damage, the Ca2+ concentration, and p21 levels stimulated an autophagic phenotype in HeLa and other human carcinoma cell lines. As a consequence, ATP levels increased, and the level of activity of the AMP-activated protein kinase (AMPK) declined, further contributing to the elevation in the abundance of p21. Our results indicate that miR-519 promotes DNA damage, alters Ca2+ homeostasis, and enhances energy production; together, these processes elevate the expression level of p21, promoting growth inhibition and cell survival.


Cancers | 2013

Long Non-Coding RNAs Embedded in the Rb and p53 Pathways.

Murugan Subramanian; Matthew F. Jones; Ashish Lal

In recent years, long non-coding RNAs (lncRNAs) have gained significant attention as a novel class of gene regulators. Although a small number of lncRNAs have been shown to regulate gene expression through diverse mechanisms including transcriptional regulation, mRNA splicing and translation, the physiological function and mechanism of action of the vast majority are not known. Profiling studies in cell lines and tumor samples have suggested a potential role of lncRNAs in cancer. Indeed, distinct lncRNAs have been shown to be embedded in the p53 and Rb networks, two of the major tumor suppressor pathways that control cell cycle progression and survival. Given the fact that inactivation of Rb and p53 is a hallmark of human cancer, in this review we discuss recent evidence on the function of lncRNAs in the Rb and p53 signaling pathways.


Cell Death & Differentiation | 2015

Growth differentiation factor-15 encodes a novel microRNA 3189 that functions as a potent regulator of cell death

Matthew F. Jones; X Ling Li; Murugan Subramanian; Svetlana A. Shabalina; T Hara; Yuelin Zhu; J Huang; Yili Yang; Lalage M. Wakefield; Kannanganattu V. Prasanth; Ashish Lal

According to the latest version of miRBase, approximately 30% of microRNAs (miRNAs) are unique to primates, but the physiological function of the vast majority remains unknown. In this study, we identified miR-3189 as a novel, p53-regulated, primate-specific miRNA embedded in the intron of the p53-target gene GDF15. Antagonizing miR-3189 increased proliferation and sensitized cells to DNA damage-induced apoptosis, suggesting a tumor suppressor function for endogenous miR-3189. Identification of genome-wide miR-3189 targets revealed that miR-3189 directly inhibits the expression of a large number of genes involved in cell cycle control and cell survival. In addition, miR-3189 downregulated the expression of multiple p53 inhibitors resulting in elevated p53 levels and upregulation of several p53 targets including p21 (CDKN1A), GADD45A and the miR-3189 host gene GDF15, suggesting miR-3189 auto-regulation. Surprisingly, miR-3189 overexpression in p53-/- cells upregulated a subset of p53-targets including GDF15, GADD45A, and NOXA, but not CDKN1A. Consistent with these results, overexpression of miR-3189 potently induced apoptosis and inhibited tumorigenicity in vivo in a p53-independent manner. Collectively, our study identified miR-3189 as a novel, primate-specific miRNA whose effects are mediated by both p53-dependent and p53-independent mechanisms. miR-3189 may, therefore, represent a novel tool that can be utilized therapeutically to induce a potent proapoptotic effect even in p53-deficient tumors.


FEBS Letters | 2014

Mutant p53 exerts oncogenic effects through microRNAs and their target gene networks

Xiao Ling Li; Matthew F. Jones; Murugan Subramanian; Ashish Lal

MicroRNAs are potent regulators of gene expression and modulate multiple cellular processes including proliferation, differentiation and apoptosis. A number of microRNAs have been shown to be regulated by p53, the most frequently mutated gene in human cancer. It is has been demonstrated that some mutant p53 proteins not only lose tumor suppressor activity, but also acquire novel oncogenic functions that are independent of wild‐type p53. In this review, we highlight recent evidences suggesting that some mutant p53 proteins regulate the expression of specific microRNAs to gain oncogenic functions and identify a gene network regulated by the microRNAs downstream of mutant p53.


Methods of Molecular Biology | 2015

A Biochemical Approach to Identify Direct MicroRNA Targets

Murugan Subramanian; Xiao Ling Li; Toshifumi Hara; Ashish Lal

We have recently developed a biochemical approach to isolate miRNA-bound mRNAs and have used this method to identify the genome-wide mRNAs regulated by the tumor suppressor miRNA miR-34a. This method involves transfection of cells with biotinylated miRNA mimics, streptavidin pulldown, RNA isolation, and qRT-PCR. The protocol in this chapter describes these steps and the issues that should be considered while designing such pulldown experiments.


Cell Reports | 2017

Long Noncoding RNA PURPL Suppresses Basal p53 Levels and Promotes Tumorigenicity in Colorectal Cancer.

Xiao Ling Li; Murugan Subramanian; Matthew F. Jones; Ritu Chaudhary; Deepak K. Singh; Xinying Zong; Berkley Gryder; Sivasish Sindri; Min Mo; Aaron J. Schetter; Xinyu Wen; Swetha Parvathaneni; Dickran Kazandjian; Lisa M. Miller Jenkins; Wei Tang; Fathi Elloumi; Jennifer L. Martindale; Maite Huarte; Yuelin Zhu; Ana I. Robles; Susan M. Frier; Frank Rigo; Maggie Cam; Stefan Ambs; Sudha Sharma; Curtis C. Harris; Mary Dasso; Kannanganattu V. Prasanth; Ashish Lal

Basal p53 levels are tightly suppressed under normal conditions. Disrupting this regulation results in elevated p53 levels to induce cell cycle arrest, apoptosis, and tumor suppression. Here, we report the suppression of basal p53 levels by a nuclear, p53-regulated long noncoding RNA that we termed PURPL (p53 upregulated regulator of p53 levels). Targeted depletion of PURPL in colorectal cancer cells results in elevated basal p53 levels and induces growth defects in cell culture and in mouse xenografts. PURPL associates with MYBBP1A, a protein that binds to and stabilizes p53, and inhibits the formation of the p53-MYBBP1A complex. In the absence of PURPL, MYBBP1A interacts with and stabilizes p53. Silencing MYBBP1A significantly rescues basal p53 levels and proliferation in PURPL-deficient cells, suggesting that MYBBP1A mediates the effect of PURPL in regulating p53. These results reveal a p53-PURPL auto-regulatory feedback loop and demonstrate a role for PURPL in maintaining basal p53 levels.


eLife | 2017

Prosurvival long noncoding RNA PINCR regulates a subset of p53 targets in human colorectal cancer cells by binding to Matrin 3

Ritu Chaudhary; Berkley Gryder; Wendy S. Woods; Murugan Subramanian; Matthew F. Jones; Xiao Ling Li; Lisa M. Miller Jenkins; Svetlana A. Shabalina; Min Mo; Mary Dasso; Yu-an Yang; Lalage M. Wakefield; Yuelin Zhu; Susan M. Frier; Branden S. Moriarity; Kannanganattu V. Prasanth; Pablo Perez-Pinera; Ashish Lal

Thousands of long noncoding RNAs (lncRNAs) have been discovered, yet the function of the vast majority remains unclear. Here, we show that a p53-regulated lncRNA which we named PINCR (p53-induced noncoding RNA), is induced ~100-fold after DNA damage and exerts a prosurvival function in human colorectal cancer cells (CRC) in vitro and tumor growth in vivo. Targeted deletion of PINCR in CRC cells significantly impaired G1 arrest and induced hypersensitivity to chemotherapeutic drugs. PINCR regulates the induction of a subset of p53 targets involved in G1 arrest and apoptosis, including BTG2, RRM2B and GPX1. Using a novel RNA pulldown approach that utilized endogenous S1-tagged PINCR, we show that PINCR associates with the enhancer region of these genes by binding to RNA-binding protein Matrin 3 that, in turn, associates with p53. Our findings uncover a critical prosurvival function of a p53/PINCR/Matrin 3 axis in response to DNA damage in CRC cells. DOI: http://dx.doi.org/10.7554/eLife.23244.001

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Ashish Lal

National Institutes of Health

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Matthew F. Jones

National Institutes of Health

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Xiao Ling Li

National Institutes of Health

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Yuelin Zhu

National Institutes of Health

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Lalage M. Wakefield

National Institutes of Health

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Toshifumi Hara

National Institutes of Health

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Yu-an Yang

National Institutes of Health

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Ji Luo

National Institutes of Health

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Marbin Pineda

National Institutes of Health

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Princy Francis

National Institutes of Health

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