MicroRNA expression profiling identified miR-31-5p/3p as associated with time to progression in wild-type KRAS metastatic colorectal cancer treated with cetuximab but not panitumumab
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ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Manuela Ferracin
PROVIDER: E-MTAB-3548 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
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Project description:KRAS mutation is a negative predictive factor for treatment with anti-epidermal growth factor receptor (EGFR) antibodies in metastatic colorectal cancer (mCRC). Novel predictive markers are required to further improve the selection of patients for this treatment. Here, we assessed the influence of modification of KRAS by gene copy number aberration (CNA) and microRNAs (miRNAs) in correlation to clinical outcome in mCRC patients treated with cetuximab in combination with chemotherapy and bevacizumab. Formalin-fixed paraffin-embedded primary tumour tissue was used from 34 mCRC patients in a phase III trial, who were selected based upon their good (n=17) or poor (n=17) progression-free survival (PFS) upon treatment with cetuximab in combination with capecitabine, oxaliplatin, and bevacizumab. Gene copy number at the KRAS locus was assessed using high resolution genome-wide array CGH and the expression levels of 17 miRNAs targeting KRAS were determined by real-time PCR. Good response was associated with 12p12.1 copy number loss, even in patients with a KRAS mutation, while copy number gain in wild-type KRAS patients was correlated with a poor response. In KRAS mutated tumours increased miR-200b and decreased miR-143 expression were associated with a good response. In wild-type KRAS patients, miRNA expression did not predict response in a multivariate model. Thus, assessment of KRAS CNA and miRNAs targeting KRAS might further optimize the selection of patients eligible for anti-EGFR therapy. Copy number detection was performed using NimbleScan and Nexus software Formalin-fixed paraffin-embedded primary tumour tissue was used from 34 metastisized colorectal cancer patients in a phase III trial (CKTO 2005-02; ClinTrials.gov NCT00208546) of the Dutch Colorectal Cancer Group (DCCG), who were selected based upon their good (n=17) or poor (n=17) progression-free survival (PFS) upon treatment with cetuximab in combination with capecitabine, oxaliplatin, and bevacizumab.
2012-01-01 | E-GEOD-32048 | biostudies-arrayexpress
Project description:Mutational status of KRAS in CRC is used to aid patient stratification for Cetuximab treatment. However, only a subset (10-40%) of patients with wt KRAS respond. We analyzed 40 mCRC tumors for Cetuximab response using a functional ex vivo platform. In the subset of non-responsive tumors, mutational (KRAS/BRAF and PIK3CA) and expression (AREG/EREG) analysis of key genes, transcriptomic profiling and GSEA were carried out to elucidate the molecular mechanisms underlying the response. Our analysis revealed deregulation of multiple pathways, notably Notch and Erbb2 and combined blockade of these two nodes elicited significant antitumor response. These findings collectively indicate the dependence of Cetuximab insensitive mCRC tumors on Notch and Erbb2 for survival and progression. 8 Primary tumors tested in ex vivo platform for response to Cetuximab were subjected to expression analysis
2014-04-01 | E-GEOD-56386 | biostudies-arrayexpress
Project description:Mutational status of KRAS in CRC is used to aid patient stratification for Cetuximab treatment. However, only a subset (10-40%) of patients with wt KRAS respond. We analyzed 40 mCRC tumors for Cetuximab response using a functional ex vivo platform. In the subset of non-responsive tumors, mutational (KRAS/BRAF and PIK3CA) and expression (AREG/EREG) analysis of key genes, transcriptomic profiling and GSEA were carried out to elucidate the molecular mechanisms underlying the response. Our analysis revealed deregulation of multiple pathways, notably Notch and Erbb2 and combined blockade of these two nodes elicited significant antitumor response. These findings collectively indicate the dependence of Cetuximab insensitive mCRC tumors on Notch and Erbb2 for survival and progression.
2014-04-01 | GSE56386 | GEO
Project description:KRAS mutation is a negative predictive factor for treatment with anti-epidermal growth factor receptor (EGFR) antibodies in metastatic colorectal cancer (mCRC). Novel predictive markers are required to further improve the selection of patients for this treatment. Here, we assessed the influence of modification of KRAS by gene copy number aberration (CNA) and microRNAs (miRNAs) in correlation to clinical outcome in mCRC patients treated with cetuximab in combination with chemotherapy and bevacizumab. Formalin-fixed paraffin-embedded primary tumour tissue was used from 34 mCRC patients in a phase III trial, who were selected based upon their good (n=17) or poor (n=17) progression-free survival (PFS) upon treatment with cetuximab in combination with capecitabine, oxaliplatin, and bevacizumab. Gene copy number at the KRAS locus was assessed using high resolution genome-wide array CGH and the expression levels of 17 miRNAs targeting KRAS were determined by real-time PCR. Good response was associated with 12p12.1 copy number loss, even in patients with a KRAS mutation, while copy number gain in wild-type KRAS patients was correlated with a poor response. In KRAS mutated tumours increased miR-200b and decreased miR-143 expression were associated with a good response. In wild-type KRAS patients, miRNA expression did not predict response in a multivariate model. Thus, assessment of KRAS CNA and miRNAs targeting KRAS might further optimize the selection of patients eligible for anti-EGFR therapy. Copy number detection was performed using NimbleScan and Nexus software
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Project description:In metastatic colorectal cancer (mCRC), primary and acquired resistance against anti-EGFR targeted monoclonal antibodies, such as cetuximab (CET), were shown to be frequently caused by activating alterations in RAS genes (KRAS or NRAS). To this day no efficient second-line treatment options have emerged to treat mCRC upon emergence of acquired KRAS alterations. In order to uncover potential targets for second-line targeted therapies, we used mass spectrometric proteomics to shed light on kinome reprogramming in an established model of acquired, KRAS associated CET resistance. This CET resistance was reflected by significant changes in the kinome, most of them individual to each cell line. Interestingly a common theme in all investigated resistant cell lines was the upregulation of the Ephrin type-A receptor 2 (EPHA2), a well-known driver of cell migration. Expectedly resistant cell lines displayed increased migration (p<0.01) that was significantly reduced by targeting the EPHA2 signalling axis using RNA interference (p<0.001), ephrin-A1 stimulation (p<0.001), dasatinib (p<0.01) or anti-EPHA2 antibody treatment (p<0.001), identifying it as an actionable target in CET resistant mCRC. These results highlight EPHA2 and its role in KRAS mutated acquired CET resistance in mCRC and identify it as a potential target for the development of future precision medicine therapies.
2023-03-10 | PXD022072 | Pride
Project description:Colorectal cancer (CRC) is still one of the most common causes of cancer-related death worldwide (World Health Organization, Fact sheet NM-BM-0297, October 2011). Though, therapeutic options improved over the past years, the prognosis of metastatic colorectal cancer (mCRC) remains poor with a median survival of 18-21 months. Monoclonal antibodies targeting the epidermal growth factor receptor (EGFR) are used for the palliative treatment of metastatic colorectal cancer (mCRC) carrying a KRAS-wildtype. Among the tumors with a KRAS-wildtype, only 35% respond, and alterations of other signaling molecules and pathways modulate therapeutic response. In this study we analyzed the effect of KRAS-mutations on intracellular signaling cascades to find new therapeutic approaches for patients with mCRC. Reverse-phase protein array and gene array technology was applied to sixteen adenocarcinomas of the sigmoid colon carrying either wildtype (n=8) or mutant (n=8) KRAS. Differential expression was validated on 49 sigmoid cancers by RT-PCR, Western blot and immunohistochemistry. In a screening for members of signaling pathways known to have a high impact on tumor development in colon cancer, we found 14 proteins downregulated in tumors with mutated KRAS. Subsequently, we compared the data of the protein arrays with the results of gene expression arrays performed with the same samples. We confirmed the differential expression of eight genes as a function of the KRAS genotype of the tumor. To further validate the differential expression of these candidates, we performed quantitative expression analysis and immunohistochemical staining of an independent validation series comprising 49 CRC patient samples. It was clearly demonstrated that the expression of EGFR is decreased in colorectal carcinomas with a mutant KRAS genotype. mRNA was obtained from 16 patients with colorectal cancer (8 with and 8 without KRAS-mutation). mRNA was extracted from neoplastic and non-neoplastic colon mucosa and analyzed separately by Affymetrix Human Gene 1.1 ST GeneChips finally generating 32 separate data sets.
2012-05-17 | E-GEOD-38026 | biostudies-arrayexpress
Project description:This is a phase II randomized study of 4-months induction first-line chemotherapy with FOLFOXIRI + cetuximab followed by maintenance with cetuximab or bevacizumab in patients affected by KRAS wild type (wt) mCRC.
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Project description:Anti-EGFR antibodies are effective in therapies for late-stage colorectal cancer (CRC); however, many tumours are unresponsive or develop resistance. We performed genomic analysis of intrinsic and acquired resistance to anti-EGFR therapy in prospectively collected tumour samples from 25 CRC patients receiving cetuximab (an EGFR inhibitor). Of 25 CRC patients, 13 displayed intrinsic resistance to cetuximab; 12 were intrinsically sensitive. We obtained six re-biopsy samples at acquired resistance from the intrinsically sensitive patients. NCOA4–RET and LMNA–NTRK1 fusions and NRG1 and GNAS amplifications were found in intrinsic-resistant patients. In cetuximab-sensitive patients, we found KRAS K117N and A146T mutations in addition to BRAF V600E, AKT1 E17K, PIK3CA E542K, and FGFR1 or ERBB2 amplifications. The comparison between baseline and acquired-resistant tumours revealed an extreme shift in variant allele frequency of somatic variants, suggesting that cetuximab exposure dramatically selected for rare resistant subclones that were initially undetectable. There was also an increase in epithelial-to-mesenchymal transition at acquired resistance, with a reduction in the immune infiltrate. Furthermore, characterization of an acquired-resistant, patient-derived cell line showed that PI3K/mTOR inhibition could rescue cetuximab resistance. Thus, we uncovered novel genomic alterations that elucidate the mechanisms of sensitivity and resistance to anti-EGFR therapy in metastatic CRC patients.
2019-09-21 | E-MTAB-8340 | biostudies-arrayexpress
Project description:We report the results of RNA-Seq and small RNA-Seq from a pair of HCA7-derived, KRAS wildtype CC and CC-CR cultured in 3D. A total of 361 genes showed more than a two-fold change in expression (false-discovery rate [FDR] - adjusted p<0.01) between CC-CR and CC; there were 141 transcripts upregulated and 220 transcripts downregulated in CC-CR compared to CC. Small RNA-Seq detected 7 miRNAs upregulated and 24 miRNAs downregulated in CC-CR cells compared to CC cells (fold change>2, FDR<0.01). Differential expression analysis revealed several novel candidates that may contribute to cetuximab resistance. The whole-transcriptome profilings using cetuximab resistance model from 3D culture provide novel candidates for cetuximab resistance and further functional studies might open the door to a novel understanding of how non-mutational mechanisms mediate cetuximab resistance.
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