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相关论文: Safe and complete contig assembly via omnitigs

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It is known that the majority of the human genome consists of repeated sequences. Furthermore, it is believed that a significant part of the rest of the genome also originated from repeated sequences and has mutated to its current form. In…

信息论 · 计算机科学 2014-01-21 Farzad Farnoud , Moshe Schwartz , Jehoshua Bruck

A degenerate string is a sequence of sets of characters. A generalized degenerate (GD) string extends this notion to the sequence of sets of strings, where strings of the same set are of equal length. Finding an exact match for a pattern…

量子物理 · 物理学 2026-03-18 Massimo Equi , Md Rabiul Islam Khan , Veli Mäkinen

MEGAHIT is a NGS de novo assembler for assembling large and complex metagenomics data in a time- and cost-efficient manner. It finished assembling a soil metagenomics dataset with 252Gbps in 44.1 hours and 99.6 hours on a single computing…

基因组学 · 定量生物学 2014-12-24 Dinghua Li , Chi-Man Liu , Ruibang Luo , Kunihiko Sadakane , Tak-Wah Lam

An exact-match overlap graph of $n$ given strings of length $\ell$ is an edge-weighted graph in which each vertex is associated with a string and there is an edge $(x,y)$ of weight $\omega = \ell - |ov_{max}(x,y)|$ if and only if $\omega…

数据结构与算法 · 计算机科学 2010-09-22 Hieu Dinh , Sanguthevar Rajasekaran

One of the most computationally intensive tasks in computational biology is de novo genome assembly, the decoding of the sequence of an unknown genome from redundant and erroneous short sequences. A common assembly paradigm identifies…

分布式、并行与集群计算 · 计算机科学 2020-10-21 Giulia Guidi , Oguz Selvitopi , Marquita Ellis , Leonid Oliker , Katherine Yelick , Aydin Buluc

This paper is focused in designing an efficient on-line algorithm to reconstruct a DNA sequence and search the genes in it, we assume that the segment have no mutation or reading error, the algorithm is based on de Bruijn Graph for…

数据结构与算法 · 计算机科学 2017-06-12 Juan David Arcila Moreno , Santiago Passos , Mauricio Toro

Recent work identified the fundamental limits on the information requirements in terms of read length and coverage depth required for successful de novo genome reconstruction from shotgun sequencing data, based on the idealistic assumption…

基因组学 · 定量生物学 2014-02-28 Ka-Kit Lam , Asif Khalak , David Tse

DNA strings and their properties are widely studied since last 20 years due to its applications in DNA computing. In this area, one designs a set of DNA strings (called DNA code) which satisfies certain thermodynamic and combinatorial…

信息论 · 计算机科学 2025-10-03 Krishna Gopal Benerjee , Manish K Gupta

DNA sequencing is the process of determining the exact order of the nucleotide bases of an individual's genome in order to catalogue sequence variation and understand its biological implications. Whole-genome sequencing techniques produce…

数据结构与算法 · 计算机科学 2015-09-18 Ljiljana Brankovic , Costas S. Iliopoulos , Ritu Kundu , Manal Mohamed , Solon P. Pissis , Fatima Vayani

The prevalent technique for DNA sequencing consists of two main steps: shotgun sequencing, where many randomly located fragments, called reads, are extracted from the overall sequence, followed by an assembly algorithm that aims to…

基因组学 · 定量生物学 2016-01-28 Shirshendu Ganguly , Elchanan Mossel , Miklos Z. Racz

Motivation: Second generation sequencing technology makes it feasible for many researches to obtain enough sequence reads to attempt the de novo assembly of higher eukaryotes (including mammals). De novo assembly not only provides a tool…

基因组学 · 定量生物学 2010-08-17 Thomas C Conway , Andrew J Bromage

The high-throughput short-reads RNA-seq protocols often produce paired-end reads, with the middle portion of the fragments being unsequenced. We explore if the full-length fragments can be computationally reconstructed from the sequenced…

基因组学 · 定量生物学 2023-10-06 Xiang Li , Mingfu Shao

Massively parallel DNA sequencing technologies are revolutionizing genomics research. Billions of short reads generated at low costs can be assembled for reconstructing the whole genomes. Unfortunately, the large memory footprint of the…

数据结构与算法 · 计算机科学 2012-07-17 Yang Li , Pegah Kamousi , Fangqiu Han , Shengqi Yang , Xifeng Yan , Subhash Suri

A 'degenerate string' is a sequence of subsets of some alphabet; it represents any string obtainable by selecting one character from each set from left to right. Recently, Alanko et al. generalized the rank-select problem to degenerate…

数据结构与算法 · 计算机科学 2023-12-05 Philip Bille , Inge Li Gørtz , Tord Stordalen

The string graph for a collection of next-generation reads is a lossless data representation that is fundamental for de novo assemblers based on the overlap-layout-consensus paradigm. In this paper, we explore a novel approach to compute…

数据结构与算法 · 计算机科学 2017-05-30 Paola Bonizzoni , Gianluca Della Vedova , Yuri Pirola , Marco Previtali , Raffaella Rizzi

DNA technologies have evolved significantly in the past years enabling the sequencing of a large number of genomes in a short time. Nevertheless, the underlying computational problem is hard, and many technical factors and limitations…

数据结构与算法 · 计算机科学 2024-11-15 Lucas P. Ramos , Felipe A. Louza , Guilherme P. Telles

Exact string matching has been a fundamental problem in computer science for decades because of many practical applications. Some are related to common procedures, such as searching in files and text editors, or, more recently, to more…

数据结构与算法 · 计算机科学 2019-07-29 Konstantinos F. Xylogiannopoulos

High read depth can be used to assemble short sequence repeats. The existing genome assemblers fail in repetitive regions of longer than average read. I propose a new algorithm for a DNA assembly which uses the relative frequency of reads…

基因组学 · 定量生物学 2015-01-08 Robert M. Nowak

In ongoing work to define a principled method for syntenic block discovery and structuring, work based on homology-derived constraints and a generalization of common intervals, we faced a fundamental computational problem: how to determine…

数据结构与算法 · 计算机科学 2023-04-07 Daniel Doerr , Bernard M. E. Moret

Background: In the metagenome assembly of a microbiome community, we may think abundant species would be easier to assemble due to their deeper coverage. However, this conjucture is rarely tested. We often do not know how many abundant…

基因组学 · 定量生物学 2022-11-23 Xiaowen Feng , Heng Li