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相关论文: Scalable telomere-to-telomere assembly for diploid…

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De novo assembly is the process of reconstructing the genome sequence of an organism from sequencing reads. Genome sequences are essential to biology, and assembly has been a central problem in bioinformatics for four decades. Until…

基因组学 · 定量生物学 2023-08-16 Heng Li , Richard Durbin

De novo whole genome assembly reconstructs genomic sequence from short, overlapping, and potentially erroneous DNA segments and is one of the most important computations in modern genomics. This work presents HipMER, a high-quality…

分布式、并行与集群计算 · 计算机科学 2017-06-01 Evangelos Georganas , Steven Hofmeyr , Rob Egan , Aydin Buluc , Leonid Oliker , Daniel Rokhsar , Katherine Yelick

The repeat content and heterozygosity rate of a target genome are important factors in determining the feasibility of achieving a complete telomere-to-telomere assembly. The mathematical relationship between the required coverage and read…

信息论 · 计算机科学 2025-04-08 Daanish Mahajan , Chirag Jain , Navin Kashyap

Genome sequencing is essential to decode genetic information, identify organisms, understand diseases and advance personalized medicine. A critical step in any genome sequencing technique is genome assembly. However, de novo genome…

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

De novo genome assembly focuses on finding connections between a vast amount of short sequences in order to reconstruct the original genome. The central problem of genome assembly could be described as finding a Hamiltonian path through a…

机器学习 · 计算机科学 2020-11-11 Lovro Vrček , Petar Veličković , Mile Šikić

Background: Haplotypes, the ordered lists of single nucleotide variations that distinguish chromosomal sequences from their homologous pairs, may reveal an individual's susceptibility to hereditary and complex diseases and affect how our…

社会与信息网络 · 计算机科学 2019-11-28 Abishek Sankararaman , Haris Vikalo , François Baccelli

De novo genome assembly is the process of stitching short DNA sequences to generate longer DNA sequences, without using any reference sequence for alignment. It enables high-throughput genome sequencing and thus accelerates the discovery of…

分布式、并行与集群计算 · 计算机科学 2018-01-16 Da Yan , Hongzhi Chen , James Cheng , Zhenkun Cai , Bin Shao

A quest to determine the complete sequence of a human DNA from telomere to telomere started three decades ago and was finally completed in 2021. This accomplishment was a result of a tremendous effort of numerous experts who engineered…

基因组学 · 定量生物学 2022-06-03 Lovro Vrček , Xavier Bresson , Thomas Laurent , Martin Schmitz , Mile Šikić

Haplotype-resolved de novo assembly is the ultimate solution to the study of sequence variations in a genome. However, existing algorithms either collapse heterozygous alleles into one consensus copy or fail to cleanly separate the…

基因组学 · 定量生物学 2021-02-03 Haoyu Cheng , Gregory T Concepcion , Xiaowen Feng , Haowen Zhang , Heng Li

Routine single-sample haplotype-resolved assembly remains an unresolved problem. Here we describe a new algorithm that combines PacBio HiFi reads and Hi-C chromatin interaction data to produce a haplotype-resolved assembly without the…

基因组学 · 定量生物学 2021-09-13 Haoyu Cheng , Erich D. Jarvis , Olivier Fedrigo , Klaus-Peter Koepfli , Lara Urban , Neil J. Gemmell , Heng Li

Background - The process of generating raw genome sequence data continues to become cheaper, faster, and more accurate. However, assembly of such data into high-quality, finished genome sequences remains challenging. Many genome assembly…

基因组学 · 定量生物学 2015-02-02 Keith R. Bradnam , Joseph N. Fass , Anton Alexandrov , Paul Baranay , Michael Bechner , İnanç Birol , Sébastien Boisvert , Jarrod A. Chapman , Guillaume Chapuis , Rayan Chikhi , Hamidreza Chitsaz , Wen-Chi Chou , Jacques Corbeil , Cristian Del Fabbro , T. Roderick Docking , Richard Durbin , Dent Earl , Scott Emrich , Pavel Fedotov , Nuno A. Fonseca , Ganeshkumar Ganapathy , Richard A. Gibbs , Sante Gnerre , Élénie Godzaridis , Steve Goldstein , Matthias Haimel , Giles Hall , David Haussler , Joseph B. Hiatt , Isaac Y. Ho , Jason Howard , Martin Hunt , Shaun D. Jackman , David B Jaffe , Erich Jarvis , Huaiyang Jiang , Sergey Kazakov , Paul J. Kersey , Jacob O. Kitzman , James R. Knight , Sergey Koren , Tak-Wah Lam , Dominique Lavenier , François Laviolette , Yingrui Li , Zhenyu Li , Binghang Liu , Yue Liu , Ruibang Luo , Iain MacCallum , Matthew D MacManes , Nicolas Maillet , Sergey Melnikov , Bruno Miguel Vieira , Delphine Naquin , Zemin Ning , Thomas D. Otto , Benedict Paten , Octávio S. Paulo , Adam M. Phillippy , Francisco Pina-Martins , Michael Place , Dariusz Przybylski , Xiang Qin , Carson Qu , Filipe J Ribeiro , Stephen Richards , Daniel S. Rokhsar , J. Graham Ruby , Simone Scalabrin , Michael C. Schatz , David C. Schwartz , Alexey Sergushichev , Ted Sharpe , Timothy I. Shaw , Jay Shendure , Yujian Shi , Jared T. Simpson , Henry Song , Fedor Tsarev , Francesco Vezzi , Riccardo Vicedomini , Jun Wang , Kim C. Worley , Shuangye Yin , Siu-Ming Yiu , Jianying Yuan , Guojie Zhang , Hao Zhang , Shiguo Zhou , Ian F. Korf

The formal version of our work has been published in BMC Bioinformatics and can be found here: http://www.biomedcentral.com/1471-2105/13/S6/S1 Motivation: To tackle the problem of huge memory usage associated with de Bruijn graph-based…

数据结构与算法 · 计算机科学 2013-01-10 Chengxi Ye , Charles H. Cannon , Zhanshan Sam Ma , Douglas W. Yu , Mihai Pop

Long reads produced by third-generation sequencing technologies are used to construct an assembly (i.e., the subject's genome), which is further used in downstream genome analysis. Unfortunately, long reads have high sequencing error rates…

基因组学 · 定量生物学 2020-10-29 Can Firtina , Jeremie S. Kim , Mohammed Alser , Damla Senol Cali , A. Ercument Cicek , Can Alkan , Onur Mutlu

De novo genome assembly, i.e., rebuilding the sequence of an unknown genome from redundant and erroneous short sequences, is a key but computationally intensive step in many genomics pipelines. The exponential growth of genomic data is…

分布式、并行与集群计算 · 计算机科学 2022-07-12 Giulia Guidi , Gabriel Raulet , Daniel Rokhsar , Leonid Oliker , Katherine Yelick , Aydin Buluc

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

Genome assembly using high throughput data with short reads, arguably, remains an unresolvable task in repetitive genomes, since when the length of a repeat exceeds the read length, it becomes difficult to unambiguously connect the flanking…

定量方法 · 定量生物学 2013-07-31 Viraj Deshpande , Eric DK Fung , Son Pham , Vineet Bafna

Metagenome assembly is the process of transforming a set of short, overlapping, and potentially erroneous DNA segments from environmental samples into the accurate representation of the underlying microbiomes's genomes. State-of-the-art…

分布式、并行与集群计算 · 计算机科学 2018-09-20 Evangelos Georganas , Rob Egan , Steven Hofmeyr , Eugene Goltsman , Bill Arndt , Andrew Tritt , Aydin Buluc , Leonid Oliker , Katherine Yelick

The fall of prices of the high-throughput genome sequencing changes the landscape of modern genomics. A number of large scale projects aimed at sequencing many human genomes are in progress. Genome sequencing also becomes an important aid…

数据结构与算法 · 计算机科学 2017-03-03 Sebastian Deorowicz , Agnieszka Danek , Marcin Niemiec

Identification of every single genome present in a microbial sample is an important and challenging task with crucial applications. It is challenging because there are typically millions of cells in a microbial sample, the vast majority of…

基因组学 · 定量生物学 2014-04-29 Zeinab Taghavi , Narjes S. Movahedi , Sorin Draghici , Hamidreza Chitsaz
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