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The de novo assembly of large, complex genomes is a significant challenge with currently available DNA sequencing technology. While many de novo assembly software packages are available, comparatively little attention has been paid to…

Genomics · Quantitative Biology 2013-07-31 Jared T. Simpson

High throughput sequencing of RNA (RNA-Seq) can provide us with millions of short fragments of RNA transcripts from a sample. How to better recover the original RNA transcripts from those fragments (RNA-Seq assembly) is still a difficult…

Genomics · Quantitative Biology 2019-02-15 Shunfu Mao , Yihan Jiang , Edwin Basil Mathew , Sreeram Kannan

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…

Distributed, Parallel, and Cluster Computing · Computer Science 2018-01-16 Da Yan , Hongzhi Chen , James Cheng , Zhenkun Cai , Bin Shao

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…

Genomics · Quantitative Biology 2023-08-16 Heng Li , Richard Durbin

Motivation: Transcriptome sequencing has long been the favored method for quickly and inexpensively obtaining the sequences for a large number of genes from an organism with no reference genome. With the rapidly increasing throughputs and…

RNA-seq allows detection and precise quantification of transcripts, provides comprehensive understanding of exon/intron boundaries, aids discovery of alternatively spliced isoforms and fusion transcripts along with measurement of…

Genomics · Quantitative Biology 2013-06-03 Prachi Jain , Neeraja M. Krishnan , Binay Panda

The study of functional genomics--particularly in non-model organisms has been dramatically improved over the last few years by use of transcriptomes and RNAseq. While these studies are potentially extremely powerful, a computationally…

Genomics · Quantitative Biology 2013-07-25 Matthew D MacManes , Michael B Eisen

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…

Genomics · Quantitative Biology 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

Nanopore sequencing technology has the potential to render other sequencing technologies obsolete with its ability to generate long reads and provide portability. However, high error rates of the technology pose a challenge while generating…

Genomics · Quantitative Biology 2019-12-20 Damla Senol Cali , Jeremie S. Kim , Saugata Ghose , Can Alkan , Onur Mutlu

RNA-sequencing (RNA-seq) has become an exemplar technology in modern biology and clinical applications over the past decade. It has gained immense popularity in the recent years driven by continuous efforts of the bioinformatics community…

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…

Genomics · Quantitative Biology 2023-10-06 Xiang Li , Mingfu Shao

High-throughput cDNA sequencing (RNA-seq) is a very powerful technique to quantify gene expression in an unbiased way. The Crustacean family is among the groups of organisms sparsely represented in current genomic databases. Here we present…

Genomics · Quantitative Biology 2020-01-10 Hanin Omar , Casey A. Cole , Arjang Fahim , Giuliana Gusmaroli , Stephen Borgianini , Homayoun Valafar

Computational complexity is a key limitation of genomic analyses. Thus, over the last 30 years, researchers have proposed numerous fast heuristic methods that provide computational relief. Comparing genomic sequences is one of the most…

Background: With the fast development of next generation sequencing technologies, increasing numbers of genomes are being de novo sequenced and assembled. However, most are in fragmental and incomplete draft status, and thus it is often…

Genomics · Quantitative Biology 2020-02-28 Binghang Liu , Yujian Shi , Jianying Yuan , Xuesong Hu , Hao Zhang , Nan Li , Zhenyu Li , Yanxiang Chen , Desheng Mu , Wei Fan

Comparative transcriptomics has gained increasing popularity in genomic research thanks to the development of high-throughput technologies including microarray and next-generation RNA sequencing that have generated numerous transcriptomic…

Quantitative Methods · Quantitative Biology 2021-12-01 Wei Vivian Li , Yiling Chen , Jingyi Jessica Li

Motivation: De novo transcriptome assembly of non-model organisms is the first major step for many RNA-seq analysis tasks. Current methods for de novo assembly often report a large number of contiguous sequences (contigs), which may be…

Genomics · Quantitative Biology 2016-04-13 Avi Srivastava , Hirak Sarkar , Laraib Malik , Rob Patro

Ultra high-throughput sequencing of transcriptomes (RNA-Seq) is a widely used method for quantifying gene expression levels due to its low cost, high accuracy and wide dynamic range for detection. However, the nature of RNA-Seq makes it…

Methodology · Statistics 2016-08-30 Hui Jiang , Tianyu Zhan

This paper introduces new tools for genomic signal processing, which can assist for genomic attribute extracting or describing biologically meaningful features embedded in a DNA. The codongrams and a2grams are offered as an alternative to…

Other Quantitative Biology · Quantitative Biology 2015-03-10 E. A. Bouton , H. M. de Oliveira , R. M. Campello de Souza , N. S. Santos-Magalhaes

A gene expression compendium is a heterogeneous collection of gene expression experiments assembled from data collected for diverse purposes. The widely varied experimental conditions and genetic backgrounds across samples creates a…

Quantitative Methods · Quantitative Biology 2022-03-29 Alexandra J. Lee , Taylor Reiter , Georgia Doing , Julia Oh , Deborah A. Hogan , Casey S. Greene

RNA sequencing (RNA-seq) is the conventional genome-scale approach used to capture the expression levels of all detectable genes in a biological sample. This is now regularly used for population-based studies designed to identify genetic…

Genomics · Quantitative Biology 2026-05-25 Christopher Thron , Farhad Jafari
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