An integrated computational and experimental study uncovers FUT 9 as a metabolic driver of colorectal cancer
Metabolic alterations play an important role in cancer and yet, few metabolic cancer driver genes are known. Here we perform a combined genomic and metabolic modeling analysis searching for metabolic drivers of colorectal cancer. Our analysis predicts FUT9, which catalyzes the biosynthesis of Ley gl...
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creator | Auslander, Noam Cunningham, Chelsea E Toosi, Behzad M McEwen, Emily J Yizhak, Keren Vizeacoumar, Frederick S Parameswaran, Sreejit Gonen, Nir Freywald, Tanya Bhanumathy, Kalpana K Freywald, Andrew Vizeacoumar, Franco J Ruppin, Eytan |
description | Metabolic alterations play an important role in cancer and yet, few metabolic cancer driver genes are known. Here we perform a combined genomic and metabolic modeling analysis searching for metabolic drivers of colorectal cancer. Our analysis predicts FUT9, which catalyzes the biosynthesis of Ley glycolipids, as a driver of advanced‐stage colon cancer. Experimental testing reveals FUT9's complex dual role; while its knockdown enhances proliferation and migration in monolayers, it suppresses colon cancer cells expansion in tumorspheres and inhibits tumor development in a mouse xenograft models. These results suggest that FUT9's inhibition may attenuate tumor‐initiating cells (TICs) that are known to dominate tumorspheres and early tumor growth, but promote bulk tumor cells. In agreement, we find that FUT9 silencing decreases the expression of the colorectal cancer TIC marker CD44 and the level of the OCT4 transcription factor, which is known to support cancer stemness. Beyond its current application, this work presents a novel genomic and metabolic modeling computational approach that can facilitate the systematic discovery of metabolic driver genes in other types of cancer. |
doi_str_mv | 10.15252/msb.20177739 |
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Here we perform a combined genomic and metabolic modeling analysis searching for metabolic drivers of colorectal cancer. Our analysis predicts FUT9, which catalyzes the biosynthesis of Ley glycolipids, as a driver of advanced‐stage colon cancer. Experimental testing reveals FUT9's complex dual role; while its knockdown enhances proliferation and migration in monolayers, it suppresses colon cancer cells expansion in tumorspheres and inhibits tumor development in a mouse xenograft models. These results suggest that FUT9's inhibition may attenuate tumor‐initiating cells (TICs) that are known to dominate tumorspheres and early tumor growth, but promote bulk tumor cells. In agreement, we find that FUT9 silencing decreases the expression of the colorectal cancer TIC marker CD44 and the level of the OCT4 transcription factor, which is known to support cancer stemness. Beyond its current application, this work presents a novel genomic and metabolic modeling computational approach that can facilitate the systematic discovery of metabolic driver genes in other types of cancer.</description><identifier>ISSN: 1744-4292</identifier><identifier>EISSN: 1744-4292</identifier><identifier>DOI: 10.15252/msb.20177739</identifier><language>eng</language><publisher>London: EMBO Press</publisher><subject>Animal models ; Biosynthesis ; Cancer ; CD44 antigen ; Cell proliferation ; Colon ; Colon cancer ; Colorectal cancer ; Colorectal carcinoma ; Computation ; Computer applications ; Genes ; Glycolipids ; Golgi apparatus ; Metabolism ; Oct-4 protein ; Tumor cells ; Xenografts</subject><ispartof>Molecular systems biology, 2017-12, Vol.13 (12)</ispartof><rights>2017. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). 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Here we perform a combined genomic and metabolic modeling analysis searching for metabolic drivers of colorectal cancer. Our analysis predicts FUT9, which catalyzes the biosynthesis of Ley glycolipids, as a driver of advanced‐stage colon cancer. Experimental testing reveals FUT9's complex dual role; while its knockdown enhances proliferation and migration in monolayers, it suppresses colon cancer cells expansion in tumorspheres and inhibits tumor development in a mouse xenograft models. These results suggest that FUT9's inhibition may attenuate tumor‐initiating cells (TICs) that are known to dominate tumorspheres and early tumor growth, but promote bulk tumor cells. In agreement, we find that FUT9 silencing decreases the expression of the colorectal cancer TIC marker CD44 and the level of the OCT4 transcription factor, which is known to support cancer stemness. Beyond its current application, this work presents a novel genomic and metabolic modeling computational approach that can facilitate the systematic discovery of metabolic driver genes in other types of cancer.</description><subject>Animal models</subject><subject>Biosynthesis</subject><subject>Cancer</subject><subject>CD44 antigen</subject><subject>Cell proliferation</subject><subject>Colon</subject><subject>Colon cancer</subject><subject>Colorectal cancer</subject><subject>Colorectal carcinoma</subject><subject>Computation</subject><subject>Computer applications</subject><subject>Genes</subject><subject>Glycolipids</subject><subject>Golgi apparatus</subject><subject>Metabolism</subject><subject>Oct-4 protein</subject><subject>Tumor 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subjects | Animal models Biosynthesis Cancer CD44 antigen Cell proliferation Colon Colon cancer Colorectal cancer Colorectal carcinoma Computation Computer applications Genes Glycolipids Golgi apparatus Metabolism Oct-4 protein Tumor cells Xenografts |
title | An integrated computational and experimental study uncovers FUT 9 as a metabolic driver of colorectal cancer |
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