Variant allele frequency in baseline circulating tumour DNA to measure tumour burden and to stratify outcomes in patients with RAS wild-type metastatic colorectal cancer: a translational objective of the Valentino study

Author(s):  
Paolo Manca ◽  
Salvatore Corallo ◽  
Sara Lonardi ◽  
Giovanni Fucà ◽  
Adele Busico ◽  
...  
Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 2730-2730
Author(s):  
Maher Albitar ◽  
Marina Y Konopleva ◽  
Ivan De Dios ◽  
Jeffrey Justin Estella ◽  
Spiraggelos Antzoulatos ◽  
...  

Introduction: Isocitrate dehydrogenase 1 and 2 (IDH1/2) are homodimeric enzymes that play an important role in cellular metabolism, epigenetic regulation, and DNA repair. Early studies suggested that mutations in IDH1/2 were loss of function mutations associated with a tumor suppressor function. However, biallelic mutations are extremely rare, and studies demonstrate that mutant IDH1/2 enzymes are responsible for NADPH-dependent reduction of αKG to the oncometabolite d-2-hydroxyglutarate (D2HG), suggesting an oncoprotein. Cellular RNA levels are tightly regulated by very complex cellular processes, and the regulation of mutant mRNA in cancer cells is rarely studied. We explored the effects of IDH1/2 mutations on mRNA levels in patients with Acute myeloid leukemia (AML). Using next generation sequencing (NGS) and variant allele frequency (VAF) of mutant RNA, we compared relative mutant mRNA or variant allele frequency (RNA-VAF) with variant allele frequency of mutant DNA (DNA-VAF) in the same samples from patients with AML. Methods: RNA and DNA were extracted from 48 bone marrow and peripheral blood samples from patients with confirmed AML, including 12 patients with IDH1 mutations, 2 with IDH2 mutation and 34 samples from AML without IDH1/2 mutations. Samples were collected pretherapy as well as while on therapy. We sequenced the DNA using 177 gene panel and the RNA using 1408 gene panel. The DNA sequencing is based on Single Primer Extension (SPE) library preparation with unique molecular identifier (UMI) (Qiagen, Germantown, MD). Average coverage of DNA sequencing was >1000X. The RNA sequencing is based on hybrid capture and the number of reads ranged from 5 to 10 million. Sequencing data of DNA is analyzed using the DRAGEN Platform. Sequence duplicates were removed before calculating VAF. The RNA sequencing data is analyzed using Illumina basespace. RNA VAF is calculated also after removing duplicates using Isaac variant caller. Only mutations detected by both DNA and RNA variant callers are compared. Results: A total of 176 mutations were detected using the DNA panel and 122 mutations using the RNA panel. Some mutations were called by RNA variant caller, but not by DNA variant caller and vice versa. All mutations detected in IDH1 and IDH2 were detected in both DNA and RNA. When the IDH1/2 mutations are considered (#14), the VAF in RNA (median: 41%, range: 13%-74%) was significant higher (P=0.006, Wilcoxon matched pairs test ) as compared with DNA (median:28%, range: 13%-74%). The VAF of the other 31 mutations that were detected in both DNA and RNA varied dependent on the gene. ASXL1, DNMT3A, RUNX1, PTPN11, SRSF2, STAG2 and U2AF1 mutations showed no significant difference between DNA and RNA in VAF (P=0.71). Although the number is small, mutations in NRAS and NPM1 showed significantly higher VAF in RNA as compared with with that of DNA (P=0.008). Conclusion: This data suggests that, in general, stability of mutant RNA varies between genes and between the mutations in the same gene. Mutant IDH1/2 RNA is significantly more stable in myeloid leukemic cells a compared with the wild-type mRNA. Most likely this reflects increased levels of mutant IDH1/2 as compared with wild-type IDH1/2, confirming that IDH1/2 is oncoprotein and may explain the efficacy of therapeutic inhibition of IDH1/2 in treating cancers. Furthermore this suggests that mRNA testing might be more sensitive in monitoring minimal residual disease in patients with IDH1/2 mutations. Figure Disclosures Albitar: Genomic Testing Ccoperative: Employment, Equity Ownership. Konopleva:Forty-Seven: Consultancy, Honoraria; Stemline Therapeutics: Consultancy, Honoraria, Research Funding; Calithera: Research Funding; Eli Lilly: Research Funding; AbbVie: Consultancy, Honoraria, Research Funding; Cellectis: Research Funding; Amgen: Consultancy, Honoraria; F. Hoffman La-Roche: Consultancy, Honoraria, Research Funding; Genentech: Honoraria, Research Funding; Ascentage: Research Funding; Kisoji: Consultancy, Honoraria; Reata Pharmaceuticals: Equity Ownership, Patents & Royalties; Ablynx: Research Funding; Astra Zeneca: Research Funding; Agios: Research Funding. Loghavi:GLG Consultants: Consultancy; AlphaSights: Consultancy; MDACC: Employment. Takahashi:Symbio Pharmaceuticals: Consultancy. Kantarjian:Jazz Pharma: Research Funding; Pfizer: Honoraria, Research Funding; Ariad: Research Funding; Cyclacel: Research Funding; Novartis: Research Funding; Astex: Research Funding; Takeda: Honoraria; Agios: Honoraria, Research Funding; BMS: Research Funding; Actinium: Honoraria, Membership on an entity's Board of Directors or advisory committees; AbbVie: Honoraria, Research Funding; Amgen: Honoraria, Research Funding; Daiichi-Sankyo: Research Funding; Immunogen: Research Funding. DiNardo:medimmune: Honoraria; agios: Consultancy, Honoraria; notable labs: Membership on an entity's Board of Directors or advisory committees; jazz: Honoraria; abbvie: Consultancy, Honoraria; celgene: Consultancy, Honoraria; daiichi sankyo: Honoraria; syros: Honoraria.


2021 ◽  
Vol 22 (3) ◽  
pp. 1381
Author(s):  
María Gaibar ◽  
Miguel Galán ◽  
Alicia Romero-Lorca ◽  
Beatriz Antón ◽  
Diego Malón ◽  
...  

Angiogenesis pathway genes show substantial genetic variability causing inter-individual differences in responses to anti-angiogenic drugs. We examined 20 single nucleotide polymorphisms (SNPs) in 13 of these genes to predict tumour response and clinical outcome measured as progression free survival (PFS) and overall survival (OS) in 57 patients with metastatic colorectal cancer (mCRC) given bevacizumab plus chemotherapy. SNPs were detected (iPLEX® Assay) in genomic DNA extracted from formalin-fixed paraffin-embedded tumour specimens. The variant allele CD39 rs11188513 was associated with a good tumour response (p = 0.024). Patients homozygous for the wild-type allele FGF2 rs1960669 showed a median PFS of 10.95 months versus 5.44 months for those with at least one variant allele-A (HR 3.30; 95% CI: 1.52–7.14; p = 0.001). Patients homozygous for wild-type MMP9 rs2236416 and rs2274755 showed a median PFS of 9.48 months versus 6 and 6.62 months, respectively, for those with at least one variant allele (p = 0.022, p = 0.043, respectively). OS was also lengthened to 30.92 months (p = 0.034) in carriers of wild-type ANGPT1 rs2445365 versus 22.07 months for those carrying at least one variant allele-A. These gene variants were able to predict clinical outcome and tumour response in mCRC patients given bevacizumab-based therapy.


2021 ◽  
Vol 22 (14) ◽  
pp. 7717
Author(s):  
Guido Giordano ◽  
Pietro Parcesepe ◽  
Giuseppina Bruno ◽  
Annamaria Piscazzi ◽  
Vincenzo Lizzi ◽  
...  

Target-oriented agents improve metastatic colorectal cancer (mCRC) survival in combination with chemotherapy. However, the majority of patients experience disease progression after first-line treatment and are eligible for second-line approaches. In such a context, antiangiogenic and anti-Epidermal Growth Factor Receptor (EGFR) agents as well as immune checkpoint inhibitors have been approved as second-line options, and RAS and BRAF mutations and microsatellite status represent the molecular drivers that guide therapeutic choices. Patients harboring K- and N-RAS mutations are not eligible for anti-EGFR treatments, and bevacizumab is the only antiangiogenic agent that improves survival in combination with chemotherapy in first-line, regardless of RAS mutational status. Thus, the choice of an appropriate therapy after the progression to a bevacizumab or an EGFR-based first-line treatment should be evaluated according to the patient and disease characteristics and treatment aims. The continuation of bevacizumab beyond progression or its substitution with another anti-angiogenic agents has been shown to increase survival, whereas anti-EGFR monoclonals represent an option in RAS wild-type patients. In addition, specific molecular subgroups, such as BRAF-mutated and Microsatellite Instability-High (MSI-H) mCRCs represent aggressive malignancies that are poorly responsive to standard therapies and deserve targeted approaches. This review provides a critical overview about the state of the art in mCRC second-line treatment and discusses sequential strategies according to key molecular biomarkers.


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