ARDEP, a Rapid Degenerate Primer Design Pipeline Based on <i>k</i>-mers for Amplicon Microbiome Studies

The survey of microbial diversity in various environments has relied upon the widespread use of well-evaluated amplification primers for taxonomic marker genes (e.g., prokaryotic 16S and fungal ITS). However, it is urgent to develop a fast and accurate bioinformatic program to design primers for mic...

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Main Authors: Yueni Wu, Kai Feng, Ziyan Wei, Zhujun Wang, Ye Deng
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/16/5958
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spelling doaj-68fa3f22d49b4d36b4e16819b6ec87af2020-11-25T03:36:03ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012020-08-01175958595810.3390/ijerph17165958ARDEP, a Rapid Degenerate Primer Design Pipeline Based on <i>k</i>-mers for Amplicon Microbiome StudiesYueni Wu0Kai Feng1Ziyan Wei2Zhujun Wang3Ye Deng4Key Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, ChinaKey Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, ChinaInstitute of Marine Science and Technology, Shandong University, Qingdao 266237, ChinaKey Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, ChinaKey Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, ChinaThe survey of microbial diversity in various environments has relied upon the widespread use of well-evaluated amplification primers for taxonomic marker genes (e.g., prokaryotic 16S and fungal ITS). However, it is urgent to develop a fast and accurate bioinformatic program to design primers for microbial functional genes to explore more mechanisms in the microbial community. Here, we provide a rapid degenerate primer design pipeline (ARDEP) based on the <i>k</i>-mer algorithm, which can bypass the time-consuming step of sequence alignment to greatly reduce run times while ensuring accuracy. In addition, we developed an open-access platform for the implementation of primer design projects that could also calculate the amplification product length, GC content, Annealing Temperature (Tm), and ΔG of primer self-folding, and identify covered species and functional groups. Using this new platform, we designed primers for several functional genes in the nitrogen cycle, including <i>napA</i> and <i>amoA</i>. Our newly designed primers achieved higher coverage than the commonly used primers for all tested genes. The program and the associated platform that applied the <i>k</i>-mer algorithm could greatly enhance the design and evaluation of primers for environmental microbiome studies.https://www.mdpi.com/1660-4601/17/16/5958bioinformatic programprimer design<i>k</i>-meranalysis platformprimer assessment
collection DOAJ
language English
format Article
sources DOAJ
author Yueni Wu
Kai Feng
Ziyan Wei
Zhujun Wang
Ye Deng
spellingShingle Yueni Wu
Kai Feng
Ziyan Wei
Zhujun Wang
Ye Deng
ARDEP, a Rapid Degenerate Primer Design Pipeline Based on <i>k</i>-mers for Amplicon Microbiome Studies
International Journal of Environmental Research and Public Health
bioinformatic program
primer design
<i>k</i>-mer
analysis platform
primer assessment
author_facet Yueni Wu
Kai Feng
Ziyan Wei
Zhujun Wang
Ye Deng
author_sort Yueni Wu
title ARDEP, a Rapid Degenerate Primer Design Pipeline Based on <i>k</i>-mers for Amplicon Microbiome Studies
title_short ARDEP, a Rapid Degenerate Primer Design Pipeline Based on <i>k</i>-mers for Amplicon Microbiome Studies
title_full ARDEP, a Rapid Degenerate Primer Design Pipeline Based on <i>k</i>-mers for Amplicon Microbiome Studies
title_fullStr ARDEP, a Rapid Degenerate Primer Design Pipeline Based on <i>k</i>-mers for Amplicon Microbiome Studies
title_full_unstemmed ARDEP, a Rapid Degenerate Primer Design Pipeline Based on <i>k</i>-mers for Amplicon Microbiome Studies
title_sort ardep, a rapid degenerate primer design pipeline based on <i>k</i>-mers for amplicon microbiome studies
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2020-08-01
description The survey of microbial diversity in various environments has relied upon the widespread use of well-evaluated amplification primers for taxonomic marker genes (e.g., prokaryotic 16S and fungal ITS). However, it is urgent to develop a fast and accurate bioinformatic program to design primers for microbial functional genes to explore more mechanisms in the microbial community. Here, we provide a rapid degenerate primer design pipeline (ARDEP) based on the <i>k</i>-mer algorithm, which can bypass the time-consuming step of sequence alignment to greatly reduce run times while ensuring accuracy. In addition, we developed an open-access platform for the implementation of primer design projects that could also calculate the amplification product length, GC content, Annealing Temperature (Tm), and ΔG of primer self-folding, and identify covered species and functional groups. Using this new platform, we designed primers for several functional genes in the nitrogen cycle, including <i>napA</i> and <i>amoA</i>. Our newly designed primers achieved higher coverage than the commonly used primers for all tested genes. The program and the associated platform that applied the <i>k</i>-mer algorithm could greatly enhance the design and evaluation of primers for environmental microbiome studies.
topic bioinformatic program
primer design
<i>k</i>-mer
analysis platform
primer assessment
url https://www.mdpi.com/1660-4601/17/16/5958
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