PeaKDEck: a kernel density estimator-based peak calling program for DNaseI-seq data

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

PeaKDEck: a kernel density estimator-based peak calling program for DNaseI-seq data

Hypersensitivity to DNaseI digestion is a hallmark of open chromatin, and DNaseI-seq allows the genome-wide identification of regions of open chromatin. Interpreting these data is challenging, largely because of inherent variation in signal-to-noise ratio between datasets. We have developed PeaKDEck, a peak calling program that distinguishes signal from noise by randomly sampling read densities...

متن کامل

A Berry-Esseen Type Bound for the Kernel Density Estimator of Length-Biased Data

Length-biased data are widely seen in applications. They are mostly applicable in epidemiological studies or survival analysis in medical researches. Here we aim to propose a Berry-Esseen type bound for the kernel density estimator of this kind of data.The rate of normal convergence in the proposed Berry-Esseen type theorem is shown to be O(n^(-1/6) ) modulo logarithmic term as n tends to infin...

متن کامل

ChIP-SEQ AND PEAK CALLING

et al details each of these steps and discusses how peak finding tools approach the separate steps very differently (3). A follow up review by Wilbanks et al evaluated the performance of 11 ChIP-seq peak callers nearly all of which are still widely used today (4). Each step can have parameters that can be adjusted by the user, but changing these can significantly affect the final peak lists. Ca...

متن کامل

Features of ChIP-seq data peak calling algorithms with good operating characteristics Running Title: Benchmark ChIP-seq peak calling algorithms

Chromatin immunoprecipitation followed by sequencing (ChIP-seq) is an important tool for studying gene regulatory proteins, such as transcription factors and histones. Peak calling is one of the first steps in analysis of these data. Peak-calling consists of two sub-problems: identifying candidate peaks and testing candidate . CC-BY-NC-ND 4.0 International license peer-reviewed) is the author/f...

متن کامل

OccuPeak: ChIP-Seq Peak Calling Based on Internal Background Modelling

UNLABELLED ChIP-seq has become a major tool for the genome-wide identification of transcription factor binding or histone modification sites. Most peak-calling algorithms require input control datasets to model the occurrence of background reads to account for local sequencing and GC bias. However, the GC-content of reads in Input-seq datasets deviates significantly from that in ChIP-seq datase...

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

ژورنال

عنوان ژورنال: Bioinformatics

سال: 2014

ISSN: 1460-2059,1367-4803

DOI: 10.1093/bioinformatics/btt774