Towards a Rapid-Turnaround Low-Depth Unbiased Metagenomics Sequencing Workflow on the Illumina Platforms

Unbiased metagenomic sequencing is conceptually well-suited for first-line diagnosis as all known and unknown infectious entities can be detected, but costs, turnaround time and human background reads in complex biofluids, such as plasma, hinder widespread deployment. Separate preparations of DNA an...

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Published inBioengineering (Basel) Vol. 10; no. 5; p. 520
Main Authors Koh, Winston Lian Chye, Poh, Si En, Lee, Chun Kiat, Chan, Tim Hon Man, Yan, Gabriel, Kong, Kiat Whye, Lau, Lalita, Lee, Wai Yip Thomas, Cheng, Clark, Hoon, Shawn, Seow, Yiqi
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Published Switzerland MDPI AG 25.04.2023
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Abstract Unbiased metagenomic sequencing is conceptually well-suited for first-line diagnosis as all known and unknown infectious entities can be detected, but costs, turnaround time and human background reads in complex biofluids, such as plasma, hinder widespread deployment. Separate preparations of DNA and RNA also increases costs. In this study, we developed a rapid unbiased metagenomics next-generation sequencing (mNGS) workflow with a human background depletion method (HostEL) and a combined DNA/RNA library preparation kit (AmpRE) to address this issue. We enriched and detected bacterial and fungal standards spiked in plasma at physiological levels with low-depth sequencing (<1 million reads) for analytical validation. Clinical validation also showed 93% of plasma samples agreed with the clinical diagnostic test results when the diagnostic qPCR had a Ct < 33. The effect of different sequencing times was evaluated with the 19 h iSeq 100 paired end run, a more clinically palatable simulated iSeq 100 truncated run and the rapid 7 h MiniSeq platform. Our results demonstrate the ability to detect both DNA and RNA pathogens with low-depth sequencing and that iSeq 100 and MiniSeq platforms are compatible with unbiased low-depth metagenomics identification with the HostEL and AmpRE workflow.
AbstractList Unbiased metagenomic sequencing is conceptually well-suited for first-line diagnosis as all known and unknown infectious entities can be detected, but costs, turnaround time and human background reads in complex biofluids, such as plasma, hinder widespread deployment. Separate preparations of DNA and RNA also increases costs. In this study, we developed a rapid unbiased metagenomics next-generation sequencing (mNGS) workflow with a human background depletion method (HostEL) and a combined DNA/RNA library preparation kit (AmpRE) to address this issue. We enriched and detected bacterial and fungal standards spiked in plasma at physiological levels with low-depth sequencing (<1 million reads) for analytical validation. Clinical validation also showed 93% of plasma samples agreed with the clinical diagnostic test results when the diagnostic qPCR had a Ct < 33. The effect of different sequencing times was evaluated with the 19 h iSeq 100 paired end run, a more clinically palatable simulated iSeq 100 truncated run and the rapid 7 h MiniSeq platform. Our results demonstrate the ability to detect both DNA and RNA pathogens with low-depth sequencing and that iSeq 100 and MiniSeq platforms are compatible with unbiased low-depth metagenomics identification with the HostEL and AmpRE workflow.
Audience Academic
Author Yan, Gabriel
Kong, Kiat Whye
Cheng, Clark
Lee, Chun Kiat
Lau, Lalita
Lee, Wai Yip Thomas
Koh, Winston Lian Chye
Poh, Si En
Hoon, Shawn
Chan, Tim Hon Man
Seow, Yiqi
AuthorAffiliation 2 Institute of Molecular and Cell Biology, ASTAR (Agency for Science, Technology and Research), Singapore 138673, Singapore; poh_si_en@imcb.a-star.edu.sg (S.E.P.); kongkw@imcb.a-star.edu.sg (K.W.K.); lalita_lau@imcb.a-star.edu.sg (L.L.)
7 Genome Institute of Singapore, ASTAR (Agency for Science, Technology and Research), Singapore 138672, Singapore
3 Department of Laboratory Medicine, National University Hospital, Singapore 119228, Singapore; chun_kiat_lee@nuhs.edu.sg (C.K.L.); hon_man_chan@nuhs.edu.sg (T.H.M.C.)
4 Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore; gabriel_zherong_yan@nuhs.edu.sg
5 Division of Microbiology, Department of Laboratory Medicine, National University Health System, Singapore 119228, Singapore
6 Paths Diagnostics Pte Limited, Singapore 349317, Singapore
1 Bioinformatic Institute, ASTAR (Agency for Science, Technology and Research), Singapore 138632, Singapore; winston_koh@bii.a-star.edu.sg
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Issue 5
Keywords metagenomic sequencing
DNA/RNA library preparation
infectious disease
liquid biopsy
host depletion
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Snippet Unbiased metagenomic sequencing is conceptually well-suited for first-line diagnosis as all known and unknown infectious entities can be detected, but costs,...
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SubjectTerms Bioengineering
Data analysis
Dengue fever
Deoxyribonucleic acid
Diagnostic systems
DNA
DNA sequencing
DNA/RNA library preparation
Gene sequencing
Genomes
host depletion
infectious disease
Infectious diseases
liquid biopsy
metagenomic sequencing
Metagenomics
Methods
Next-generation sequencing
Nucleotide sequencing
Pathogens
Plasma
Platforms
Ribonucleic acid
RNA
Severe acute respiratory syndrome coronavirus 2
Tropical diseases
Workflow
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Title Towards a Rapid-Turnaround Low-Depth Unbiased Metagenomics Sequencing Workflow on the Illumina Platforms
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Volume 10
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