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Non-target RNA depletion strategy to improve sensitivity of next-generation sequencing for the detection of RNA viruses in poultry

Journal Article · · Journal of Veterinary Diagnostic Investigation
 [1];  [1];  [1]
  1. Southeast Poultry Research Laboratory, U.S. National Poultry Research Center, Agricultural Research Service, USDA, Athens, GA, USA (Parris, Kariithi, Suarez), Biotechnology Research Institute, Kenya Agricultural and Livestock Research Organization, Loresho, Nairobi, Kenya (Kariithi)

PCR-based assays have become the benchmark for detecting pathogens of poultry and other livestock; however, these techniques are limited in their ability to detect multiple infecting agents, provide limited genetic information on the pathogen, and, for RNA viruses, must be reviewed frequently to assure high sensitivity and specificity. In contrast, untargeted, high-throughput sequencing can rapidly detect all infecting agents in a sample while providing genomic sequence information to allow more in-depth characterization of viruses. Although next-generation sequencing (NGS) offers many advantages, one of its primary limitations is low sensitivity to pathogens given the abundance of host and other non-target sequences in sequencing libraries. We explored methods for improving the sensitivity of NGS to detect respiratory and enteric viruses in poultry from RNA extracts of swab samples. We employed commercial and custom-designed negative enrichment strategies to selectively deplete the most abundant rRNA reads from the host and non-target bacteria; host RNA was diminished from up to 40% of total reads to as low as 3%, and the total number of reads assigned to abundant bacterial classes were reduced greatly. Our treatment resulted in up to a 700-fold increase in the number of viral reads, detection of a greater number of viral agents, and higher average genome coverage for pathogens. Depletion assays added only 2h to the NGS library preparation workflow. Custom depletion probe design offered significant cost savings (US$7–12 per sample) compared to commercial kits (US$30–50 per sample).

Research Organization:
Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
SC0014664
OSTI ID:
1983030
Journal Information:
Journal of Veterinary Diagnostic Investigation, Vol. 34, Issue 4; ISSN 1040-6387
Publisher:
SAGE
Country of Publication:
United States
Language:
English

References (23)

Using the miraEST Assembler for Reliable and Automated mRNA Transcript Assembly and SNP Detection in Sequenced ESTs journal May 2004
Targeted Enrichment for Pathogen Detection and Characterization in Three Felid Species journal June 2017
Depletion of Human DNA in Spiked Clinical Specimens for Improvement of Sensitivity of Pathogen Detection by Next-Generation Sequencing journal April 2016
A reverse-transcription/RNase H based protocol for depletion of mosquito ribosomal RNA facilitates viral intrahost evolution analysis, transcriptomics and pathogen discovery journal February 2019
Enhanced methods for unbiased deep sequencing of Lassa and Ebola RNA viruses from clinical and biological samples journal November 2014
Cutadapt removes adapter sequences from high-throughput sequencing reads journal May 2011
Comprehensive viral enrichment enables sensitive respiratory virus genomic identification and analysis by next generation sequencing journal April 2018
The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2016 update journal May 2016
Improved metagenomic analysis with Kraken 2 journal November 2019
Use of Sequence-Independent, Single-Primer-Amplification (SISPA) for rapid detection, identification, and characterization of avian RNA viruses journal September 2017
Next-generation sequencing technologies in diagnostic virology journal October 2013
Detection of a Broad Range of Class I and II Newcastle Disease Viruses Using a Multiplex Real-Time Reverse Transcription Polymerase Chain Reaction Assay journal July 2008
Potential Economic Impact of Newcastle Disease Virus Isolated from Wild Birds on Commercial Poultry Industry of Pakistan: A Review journal January 2019
Methods in virus diagnostics: From ELISA to next generation sequencing journal June 2014
Development of Multiplex Real-Time RT-PCR as a Diagnostic Tool for Avian Influenza journal September 2003
Characterization of the 2012 Highly Pathogenic Avian Influenza H7N3 Virus Isolated from Poultry in an Outbreak in Mexico: Pathobiology and Vaccine Protection journal August 2013
A robust and cost-effective approach to sequence and analyze complete genomes of small RNA viruses journal April 2017
Evaluation of Unbiased Next-Generation Sequencing of RNA (RNA-seq) as a Diagnostic Method in Influenza Virus-Positive Respiratory Samples journal May 2015
A reverse transcriptase-mediated ribosomal RNA depletion (RTR2D) strategy for the cost-effective construction of RNA sequencing libraries journal July 2020
Development of a Real-Time Reverse Transcriptase PCR Assay for Type A Influenza Virus and the Avian H5 and H7 Hemagglutinin Subtypes journal September 2002
Enteric Virus Diversity Examined by Molecular Methods in Brazilian Poultry Flocks journal March 2018
Novel rRNA-depletion methods for total RNA sequencing and ribosome profiling developed for avian species journal September 2021
Real–Time Reverse Transcription–Polymerase Chain Reaction Assays for the Detection and Differentiation of North American Swine Influenza Viruses journal September 2004