Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis

Abstract Background Genes in the Ras pathway have somatic mutations in at least 60 % of colorectal cancers. Despite activating the same pathway, the BRAF V600E mutation and the prevalent mutations in codon 12 and 13 of KRAS have all been linked to different clinical outcomes, but the molecular mecha...

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Main Authors: Snehangshu Kundu, Muhammad Akhtar Ali, Niklas Handin, Louis P. Conway, Veronica Rendo, Per Artursson, Liqun He, Daniel Globisch, Tobias Sjöblom
Format: Article
Language:English
Published: BMC 2021-07-01
Series:Journal of Experimental & Clinical Cancer Research
Subjects:
Online Access:https://doi.org/10.1186/s13046-021-02025-2
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spelling doaj-c6b41f70605140fe8ae77d5c5efb42512021-07-11T11:18:00ZengBMCJournal of Experimental & Clinical Cancer Research1756-99662021-07-0140111910.1186/s13046-021-02025-2Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysisSnehangshu Kundu0Muhammad Akhtar Ali1Niklas Handin2Louis P. Conway3Veronica Rendo4Per Artursson5Liqun He6Daniel Globisch7Tobias Sjöblom8Science For Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala UniversityScience For Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala UniversityDepartment of Pharmacy, Uppsala UniversityDepartment of Chemistry - BMC, Uppsala UniversityScience For Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala UniversityDepartment of Pharmacy, Uppsala UniversityScience For Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala UniversityDepartment of Chemistry - BMC, Uppsala UniversityScience For Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala UniversityAbstract Background Genes in the Ras pathway have somatic mutations in at least 60 % of colorectal cancers. Despite activating the same pathway, the BRAF V600E mutation and the prevalent mutations in codon 12 and 13 of KRAS have all been linked to different clinical outcomes, but the molecular mechanisms behind these differences largely remain to be clarified. Methods To characterize the similarities and differences between common activating KRAS mutations and between KRAS and BRAF mutations, we used genome editing to engineer KRAS G12C/D/V and G13D mutations in colorectal cancer cells that had their mutant BRAF V600E allele removed and subjected them to transcriptome sequencing, global proteomics and metabolomics analyses. Results By intersecting differentially expressed genes, proteins and metabolites, we uncovered (i) two-fold more regulated genes and proteins when comparing KRAS to BRAF mutant cells to those lacking Ras pathway mutation, (ii) five differentially expressed proteins in KRAS mutants compared to cells lacking Ras pathway mutation (IFI16, S100A10, CD44, GLRX and AHNAK2) and 6 (CRABP2, FLNA, NXN, LCP1, S100A10 and S100A2) compared to BRAF mutant cells, (iii) 19 proteins expressed differentially in a KRAS mutation specific manner versus BRAF V600E cells, (iv) regulation of the Integrin Linked Kinase pathway by KRAS but not BRAF mutation, (v) regulation of amino acid metabolism, particularly of the tyrosine, histidine, arginine and proline pathways, the urea cycle and purine metabolism by Ras pathway mutations, (vi) increased free carnitine in KRAS and BRAF mutant RKO cells. Conclusions This comprehensive integrative -omics analysis confirms known and adds novel genes, proteins and metabolic pathways regulated by mutant KRAS and BRAF signaling in colorectal cancer. The results from the new model systems presented here can inform future development of diagnostic and therapeutic approaches targeting tumors with KRAS and BRAF mutations.https://doi.org/10.1186/s13046-021-02025-2Ras pathwayKRASBRAFColorectal cancerIsogenic cell modelsIntegrative -omics analysis
collection DOAJ
language English
format Article
sources DOAJ
author Snehangshu Kundu
Muhammad Akhtar Ali
Niklas Handin
Louis P. Conway
Veronica Rendo
Per Artursson
Liqun He
Daniel Globisch
Tobias Sjöblom
spellingShingle Snehangshu Kundu
Muhammad Akhtar Ali
Niklas Handin
Louis P. Conway
Veronica Rendo
Per Artursson
Liqun He
Daniel Globisch
Tobias Sjöblom
Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis
Journal of Experimental & Clinical Cancer Research
Ras pathway
KRAS
BRAF
Colorectal cancer
Isogenic cell models
Integrative -omics analysis
author_facet Snehangshu Kundu
Muhammad Akhtar Ali
Niklas Handin
Louis P. Conway
Veronica Rendo
Per Artursson
Liqun He
Daniel Globisch
Tobias Sjöblom
author_sort Snehangshu Kundu
title Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis
title_short Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis
title_full Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis
title_fullStr Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis
title_full_unstemmed Common and mutation specific phenotypes of KRAS and BRAF mutations in colorectal cancer cells revealed by integrative -omics analysis
title_sort common and mutation specific phenotypes of kras and braf mutations in colorectal cancer cells revealed by integrative -omics analysis
publisher BMC
series Journal of Experimental & Clinical Cancer Research
issn 1756-9966
publishDate 2021-07-01
description Abstract Background Genes in the Ras pathway have somatic mutations in at least 60 % of colorectal cancers. Despite activating the same pathway, the BRAF V600E mutation and the prevalent mutations in codon 12 and 13 of KRAS have all been linked to different clinical outcomes, but the molecular mechanisms behind these differences largely remain to be clarified. Methods To characterize the similarities and differences between common activating KRAS mutations and between KRAS and BRAF mutations, we used genome editing to engineer KRAS G12C/D/V and G13D mutations in colorectal cancer cells that had their mutant BRAF V600E allele removed and subjected them to transcriptome sequencing, global proteomics and metabolomics analyses. Results By intersecting differentially expressed genes, proteins and metabolites, we uncovered (i) two-fold more regulated genes and proteins when comparing KRAS to BRAF mutant cells to those lacking Ras pathway mutation, (ii) five differentially expressed proteins in KRAS mutants compared to cells lacking Ras pathway mutation (IFI16, S100A10, CD44, GLRX and AHNAK2) and 6 (CRABP2, FLNA, NXN, LCP1, S100A10 and S100A2) compared to BRAF mutant cells, (iii) 19 proteins expressed differentially in a KRAS mutation specific manner versus BRAF V600E cells, (iv) regulation of the Integrin Linked Kinase pathway by KRAS but not BRAF mutation, (v) regulation of amino acid metabolism, particularly of the tyrosine, histidine, arginine and proline pathways, the urea cycle and purine metabolism by Ras pathway mutations, (vi) increased free carnitine in KRAS and BRAF mutant RKO cells. Conclusions This comprehensive integrative -omics analysis confirms known and adds novel genes, proteins and metabolic pathways regulated by mutant KRAS and BRAF signaling in colorectal cancer. The results from the new model systems presented here can inform future development of diagnostic and therapeutic approaches targeting tumors with KRAS and BRAF mutations.
topic Ras pathway
KRAS
BRAF
Colorectal cancer
Isogenic cell models
Integrative -omics analysis
url https://doi.org/10.1186/s13046-021-02025-2
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