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A Genomic Analysis Workflow for Colorectal Cancer Precision Oncology
- Source :
- Clinical Colorectal Cancer
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- Background The diagnosis of colorectal cancer (CRC) is routinely accomplished through histopathologic examination. Prognostic information and treatment decisions are mainly determined by TNM classification, first defined in 1968. In the last decade, patient-specific CRC genomic landscapes were shown to provide important prognostic and predictive information. Therefore, there is a need for developing next generation sequencing (NGS) and bioinformatic workflows that can be routinely used for the assessment of prognostic and predictive biomarkers. Materials and Methods To foster the application of genomics in the clinical management of CRCs, the IDEA workflow has been built to easily adapt to the availability of patient specimens and the clinical question that is being asked. Initially, IDEA deploys ad-hoc NGS assays to interrogate predefined genomic target sequences (from 600 kb to 30 Mb) with optimal detection sensitivity. Next, sequencing data are processed through an integrated bioinformatic pipeline to assess single nucleotide variants, insertions and deletions, gene copy-number alterations, and chromosomal rearrangements. The overall results are gathered into a user-friendly report. Results We provide evidence that IDEA is capable of identifying clinically relevant molecular alterations. When optimized to analyze circulating tumor DNA, IDEA can be used to monitor response and relapse in the blood of patients with metastatic CRC receiving targeted agents. IDEA detected primary and secondary resistance mechanisms to ERBB2 blockade including sub-clonal RAS and BRAF mutations. Conclusions The IDEA workflow provides a flexible platform to integrate NGS and bioinformatic tools for refined diagnosis and management of patients with advanced CRC.
- Subjects :
- Proto-Oncogene Proteins B-raf
DNA Copy Number Variations
Genotyping Techniques
Bioinformatics
Receptor, ErbB-2
Colorectal cancer
Sequencing data
Gene Dosage
Genomics
Computational biology
DNA sequencing
Circulating Tumor DNA
Workflow
Proto-Oncogene Proteins p21(ras)
03 medical and health sciences
0302 clinical medicine
Next generation sequencing
Antineoplastic Combined Chemotherapy Protocols
Biomarkers, Tumor
medicine
Humans
Precision Medicine
Predictive biomarker
business.industry
Patient Selection
Gastroenterology
High-Throughput Nucleotide Sequencing
Lapatinib
Genetic alterations
IDEA
Trastuzumab
Prognosis
medicine.disease
3. Good health
Treatment Outcome
Italy
Oncology
Precision oncology
Clinical question
030220 oncology & carcinogenesis
Mutation
030211 gastroenterology & hepatology
Neoplasm Recurrence, Local
Colorectal Neoplasms
business
Subjects
Details
- ISSN :
- 15330028
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- Clinical Colorectal Cancer
- Accession number :
- edsair.doi.dedup.....ecc78b5c809a6f20cec172d9a074d6f4
- Full Text :
- https://doi.org/10.1016/j.clcc.2019.02.008