Toolkit for automated and rapid discovery of structural variants.

نویسندگان

  • Arda Soylev
  • Can Kockan
  • Fereydoun Hormozdiari
  • Can Alkan
چکیده

Structural variations (SV) are broadly defined as genomic alterations that affect >50bp of DNA, which are shown to have significant effect on evolution and disease. The advent of high throughput sequencing (HTS) technologies and the ability to perform whole genome sequencing (WGS), makes it feasible to study these variants in depth. However, discovery of all forms of SV using WGS has proven to be challenging as the short reads produced by the predominant HTS platforms (<200bp for current technologies) and the fact that most genomes include large amounts of repeats make it very difficult to unambiguously map and accurately characterize such variants. Furthermore, existing tools for SV discovery are primarily developed for only a few of the SV types, which may have conflicting sequence signatures (i.e. read pairs, read depth, split reads) with other, untargeted SV classes. Here we are introduce a new framework, Tardis, which combines multiple read signatures into a single package to characterize most SV types simultaneously, while preventing such conflicts. Tardis also has a modular structure that makes it easy to extend for the discovery of additional forms of SV.

برای دانلود رایگان 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

Survey on Perception of People Regarding Utilization of Computer Science & Information Technology in Manipulation of Big Data, Disease Detection & Drug Discovery

this research explores the manipulation of biomedical big data and diseases detection using automated computing mechanisms. As efficient and cost effective way to discover disease and drug is important for a society so computer aided automated system is a must. This paper aims to understand the importance of computer aided automated system among the people. The analysis result from collected da...

متن کامل

I-40: Male Genome Programming, Infertility and Cancer

Background: During male germ cells differentiation, genomewide re-organizations and highly specific programming of the male genome occur. These changes not only include the large-scale meiotic shuffling of genes, taking place in spermatocytes, but also a complete “re-packaging” of the male genome in post meiotic cells, leading to a highly compacted nucleo-protamine structure in the mature sperm...

متن کامل

A Mathematical Programming for a Special Case of 2E-LRP in Cash-In-Transit Sector Having Rich Variants

In this article, we propose a special case of two-echelon location-routing problem (2E-LRP) in cash-in-transit (CIT) sector. To tackle this realistic problem and to make the model applicable, a rich LRP considering several existing real-life variants and characteristics named BO-2E-PCLRPSD-TW including different objective functions, multiple echelons, multiple periods, capacitated vehicles, dis...

متن کامل

Concept drift detection in event logs using statistical information of variants

In recent years, business process management (BPM) has been highly regarded as an improvement in the efficiency and effectiveness of organizations. Extracting and analyzing information on business processes is an important part of this structure. But these processes are not sustainable over time and may change for a variety of reasons, such as the environment and human resources. These changes ...

متن کامل

Explanation of the Structural and Functional Challenges of Babol Primary Health Care Centers Based on World Health Organization Age- Friendly Toolkit

Objectives Primary care is the first main interface of health services for the elderly to maintain and improve their health. Therefore, it is essential to evaluate the appropriateness of the way to provide services for this population group, which is one of the most vulnerable classes of society. This study was conducted to explain the structural and functional challenges of comprehensive healt...

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

عنوان ژورنال:
  • Methods

دوره 129  شماره 

صفحات  -

تاریخ انتشار 2017