Challenges of Identifying Clinically Actionable Genetic Variants for Precision Medicine

نویسندگان

  • Tonia C. Carter
  • Max M. He
چکیده

Advances in genomic medicine have the potential to change the way we treat human disease, but translating these advances into reality for improving healthcare outcomes depends essentially on our ability to discover disease- and/or drug-associated clinically actionable genetic mutations. Integration and manipulation of diverse genomic data and comprehensive electronic health records (EHRs) on a big data infrastructure can provide an efficient and effective way to identify clinically actionable genetic variants for personalized treatments and reduce healthcare costs. We review bioinformatics processing of next-generation sequencing (NGS) data, bioinformatics infrastructures for implementing precision medicine, and bioinformatics approaches for identifying clinically actionable genetic variants using high-throughput NGS data and EHRs.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Big Data Analytics for Genomic Medicine

Genomic medicine attempts to build individualized strategies for diagnostic or therapeutic decision-making by utilizing patients' genomic information. Big Data analytics uncovers hidden patterns, unknown correlations, and other insights through examining large-scale various data sets. While integration and manipulation of diverse genomic data and comprehensive electronic health records (EHRs) o...

متن کامل

Genetic variation among 82 pharmacogenes: The PGRNseq data from the eMERGE network

Genetic variation can affect drug response in multiple ways, although it remains unclear how rare genetic variants affect drug response. The electronic Medical Records and Genomics (eMERGE) Network, collaborating with the Pharmacogenomics Research Network, began eMERGE-PGx, a targeted sequencing study to assess genetic variation in 82 pharmacogenes critical for implementation of "precision medi...

متن کامل

Resources for Interpreting Variants in Precision Genomic Oncology Applications

Precision genomic oncology-applying high throughput sequencing (HTS) at the point-of-care to inform clinical decisions-is a developing precision medicine paradigm that is seeing increasing adoption. Simultaneously, new developments in targeted agents and immunotherapy, when informed by rich genomic characterization, offer potential benefit to a growing subset of patients. Multiple previous stud...

متن کامل

Precision Medicine in Pharmacometrics and Systems Pharmacology

Fueled by the pan-cancer genomics landscape, druggable targets discovered in The Cancer Genome Atlas (TCGA), and great successes of clinically actionable pharmacokinetic variants, precision medicine is one of the driving forces for biomedical research. It is becoming a reality to benefit patient care. Pharmacometrics and systems pharmacology are critical for precision medicine research, and are...

متن کامل

Tumor Genomic Profiling Reports from Different Vendors: A Comparison with Respect to Clinical Action Ability of the Provided Data

Background: Next generation sequencing (NGS) of selected genes is an expanding field of solid tumor characterization. Multiple vendors offer this service, but panel design and policies on interpretive reporting are variable. This study compared reports from selected vendors, with emphasis on clinical Action ability reporting. Methodology: DNA aliquots of five breast and five colorectal cancers ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره 2016  شماره 

صفحات  -

تاریخ انتشار 2016