Motivation: The Illumina paired-end sequencing technology can generate reads from both ends of target DNA fragments, which can subsequently be merged to increase the overall read length. There already exist tools for merging these paired-end reads when the target fragments are equally long. However, when fragment lengths vary and, in particular, when either the fragment size is shorter than a single-end read, or longer than twice the size of a single-end read, most state-of-the-art mergers fail to generate reliable results. Therefore, a robust tool is needed to merge paired-end reads that exhibit varying overlap lengths because of varying target fragment lengths. Results: We present the PEAR software for merging raw Illumina paired-end reads from target fragments of varying length. The program evaluates all possible paired-end read overlaps and does not require the target fragment size as input. It also implements a statistical test for minimizing false-positive results. Tests on simulated and empirical data show that PEAR consistently generates highly accurate merged paired-end reads. A highly optimized implementation allows for merging millions of paired-end reads within a few minutes on a standard desktop computer. On multi-core architectures, the parallel version of PEAR shows linear speedups compared with the sequential version of PEAR.
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Caporaso, J. Gregory
;
Lauber, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lauber, Christian L.
;
Walters, William A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Walters, William A.
;
Berg-Lyons, Donna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Berg-Lyons, Donna
;
Lozupone, Catherine A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lozupone, Catherine A.
;
Turnbaugh, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard FAS Ctr Syst Biol, Cambridge, MA 02138 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Turnbaugh, Peter J.
;
Fierer, Noah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Univ Colorado, Dept Ecol & Evolut Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Fierer, Noah
;
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
机构:
Univ Western Ontario, Dept Biochem, London, ON, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
Gloor, Gregory B.
;
Hummelen, Ruben
论文数: 0引用数: 0
h-index: 0
机构:
Lawson Hlth Res Inst, Canadian Res & Dev Ctr Probiot, London, ON, Canada
Univ Med Ctr Rotterdam, Erasmus MC, Dept Publ Hlth, Rotterdam, NetherlandsUniv Western Ontario, Dept Biochem, London, ON, Canada
Hummelen, Ruben
;
Macklaim, Jean M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Biochem, London, ON, Canada
Lawson Hlth Res Inst, Canadian Res & Dev Ctr Probiot, London, ON, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
Macklaim, Jean M.
;
Dickson, Russell J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Biochem, London, ON, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
Dickson, Russell J.
;
Fernandes, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Biochem, London, ON, Canada
Univ Western Ontario, Dept Appl Math, London, ON N6A 5B9, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
Fernandes, Andrew D.
;
MacPhee, Roderick
论文数: 0引用数: 0
h-index: 0
机构:
Lawson Hlth Res Inst, Canadian Res & Dev Ctr Probiot, London, ON, Canada
Univ Western Ontario, Dept Microbiol & Immunol, London, ON, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
MacPhee, Roderick
;
Reid, Gregor
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Biochem, London, ON, Canada
Lawson Hlth Res Inst, Canadian Res & Dev Ctr Probiot, London, ON, Canada
Univ Western Ontario, Dept Microbiol & Immunol, London, ON, Canada
Univ Western Ontario, Dept Surg, London, ON N6A 3K7, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Liu, Binghang
;
Yuan, Jianying
论文数: 0引用数: 0
h-index: 0
机构:
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Yuan, Jianying
;
Yiu, Siu-Ming
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Yiu, Siu-Ming
;
Li, Zhenyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Li, Zhenyu
;
Xie, Yinlong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Xie, Yinlong
;
Chen, Yanxiang
论文数: 0引用数: 0
h-index: 0
机构:
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Chen, Yanxiang
;
Shi, Yujian
论文数: 0引用数: 0
h-index: 0
机构:
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Shi, Yujian
;
Zhang, Hao
论文数: 0引用数: 0
h-index: 0
机构:
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Zhang, Hao
;
Li, Yingrui
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Li, Yingrui
;
Lam, Tak-Wah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Lam, Tak-Wah
;
Luo, Ruibang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R China
Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Caporaso, J. Gregory
;
Lauber, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lauber, Christian L.
;
Walters, William A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Mol Cellular & Dev Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Walters, William A.
;
Berg-Lyons, Donna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Berg-Lyons, Donna
;
Lozupone, Catherine A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Lozupone, Catherine A.
;
Turnbaugh, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard FAS Ctr Syst Biol, Cambridge, MA 02138 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Turnbaugh, Peter J.
;
Fierer, Noah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Univ Colorado, Dept Ecol & Evolut Biol, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Fierer, Noah
;
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USAUniv Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
机构:
Univ Western Ontario, Dept Biochem, London, ON, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
Gloor, Gregory B.
;
Hummelen, Ruben
论文数: 0引用数: 0
h-index: 0
机构:
Lawson Hlth Res Inst, Canadian Res & Dev Ctr Probiot, London, ON, Canada
Univ Med Ctr Rotterdam, Erasmus MC, Dept Publ Hlth, Rotterdam, NetherlandsUniv Western Ontario, Dept Biochem, London, ON, Canada
Hummelen, Ruben
;
Macklaim, Jean M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Biochem, London, ON, Canada
Lawson Hlth Res Inst, Canadian Res & Dev Ctr Probiot, London, ON, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
Macklaim, Jean M.
;
Dickson, Russell J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Biochem, London, ON, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
Dickson, Russell J.
;
Fernandes, Andrew D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Biochem, London, ON, Canada
Univ Western Ontario, Dept Appl Math, London, ON N6A 5B9, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
Fernandes, Andrew D.
;
MacPhee, Roderick
论文数: 0引用数: 0
h-index: 0
机构:
Lawson Hlth Res Inst, Canadian Res & Dev Ctr Probiot, London, ON, Canada
Univ Western Ontario, Dept Microbiol & Immunol, London, ON, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
MacPhee, Roderick
;
Reid, Gregor
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Ontario, Dept Biochem, London, ON, Canada
Lawson Hlth Res Inst, Canadian Res & Dev Ctr Probiot, London, ON, Canada
Univ Western Ontario, Dept Microbiol & Immunol, London, ON, Canada
Univ Western Ontario, Dept Surg, London, ON N6A 3K7, CanadaUniv Western Ontario, Dept Biochem, London, ON, Canada
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Liu, Binghang
;
Yuan, Jianying
论文数: 0引用数: 0
h-index: 0
机构:
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Yuan, Jianying
;
Yiu, Siu-Ming
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Yiu, Siu-Ming
;
Li, Zhenyu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Li, Zhenyu
;
Xie, Yinlong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Xie, Yinlong
;
Chen, Yanxiang
论文数: 0引用数: 0
h-index: 0
机构:
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Chen, Yanxiang
;
Shi, Yujian
论文数: 0引用数: 0
h-index: 0
机构:
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Shi, Yujian
;
Zhang, Hao
论文数: 0引用数: 0
h-index: 0
机构:
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Zhang, Hao
;
Li, Yingrui
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Li, Yingrui
;
Lam, Tak-Wah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
Lam, Tak-Wah
;
Luo, Ruibang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China
BGI Shenzhen, Shenzhen 518083, Guangdong, Peoples R China
Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, HKU BGI BAL Bioinformat Algorithms & Core Technol, Hong Kong, Hong Kong, Peoples R China