Validation and Implementation of CLIA-Compliant Whole Genome Sequencing (WGS) in Public Health Laboratory

Background Public health microbiology laboratories (PHL) are at the cusp of unprecedented improvements in pathogen identification, antibiotic resistance detection, and outbreak investigation by using whole genome sequencing (WGS). However, considerable challenges remain due to the lack of common standards. Objectives 1) Establish the performance specifications of WGS applications used in PHL to conform with CLIA (Clinical Laboratory Improvements Act) guidelines for laboratory developed tests (LDT), 2) Develop quality assurance (QA) and quality control (QC) measures, 3) Establish reporting language for end users with or without WGS expertise, 4) Create a validation set of microorganisms to be used for future validations of WGS platforms and multi-laboratory comparisons and, 5) Create modular templates for the validation of different sequencing platforms. Methods MiSeq Sequencer and Illumina chemistry (Illumina, Inc.) were used to generate genomes for 34 bacterial isolates with genome sizes from 1.8 to 4.7 Mb and wide range of GC content (32.1%-66.1%). A customized CLCbio Genomics Workbench - shell script bioinformatics pipeline was used for the data analysis. Results We developed a validation panel comprising ten Enterobacteriaceae isolates, five gram-positive cocci, five gram-negative non-fermenting species, nine Mycobacterium tuberculosis, and five miscellaneous bacteria; the set represented typical workflow in the PHL. The accuracy of MiSeq platform for individual base calling was >99.9% with similar results shown for reproducibility/repeatability of genome-wide base calling. The accuracy of phylogenetic analysis was 100%. The specificity and sensitivity inferred from MLST and genotyping tests were 100%. A test report format was developed for the end users with and without WGS knowledge. Conclusion WGS was validated for routine use in PHL according to CLIA guidelines for LDTs. The validation panel, sequencing analytics, and raw sequences will be available for future multi-laboratory comparisons of WGS in PHL. Additionally, the WGS performance specifications and modular validation template are likely to be adaptable for the validation of other platforms and reagents kits.

[1]  Steven J. M. Jones,et al.  Whole-genome sequencing and social-network analysis of a tuberculosis outbreak. , 2011, The New England journal of medicine.

[2]  R. Kaas,et al.  Evaluation of Whole Genome Sequencing for Outbreak Detection of Salmonella enterica , 2014, PloS one.

[3]  M. Pallen Diagnostic metagenomics: potential applications to bacterial, viral and parasitic infections , 2014, Parasitology.

[4]  Daniel J. Wilson,et al.  Diverse sources of C. difficile infection identified on whole-genome sequencing. , 2013, The New England journal of medicine.

[5]  Gonçalo R. Abecasis,et al.  The Sequence Alignment/Map format and SAMtools , 2009, Bioinform..

[6]  Patrick D. Schloss,et al.  Microbiome Data Distinguish Patients with Clostridium difficile Infection and Non-C. difficile-Associated Diarrhea from Healthy Controls , 2014, mBio.

[7]  Eric S. Lander,et al.  Genomic epidemiology of the Escherichia coli O104:H4 outbreaks in Europe, 2011 , 2012, Proceedings of the National Academy of Sciences.

[8]  John D Pfeifer,et al.  A Model Study of In Silico Proficiency Testing for Clinical Next-Generation Sequencing. , 2016, Archives of pathology & laboratory medicine.

[9]  P. Cagle,et al.  Archives of pathology & laboratory medicine , 2016 .

[10]  Ruth Timme,et al.  Practical Value of Food Pathogen Traceability through Building a Whole-Genome Sequencing Network and Database , 2016, Journal of Clinical Microbiology.

[11]  J. Lupski,et al.  From genomic medicine to precision medicine: highlights of 2015 , 2016, Genome Medicine.

[12]  Gavin R. Oliver,et al.  Bioinformatics for clinical next generation sequencing. , 2015, Clinical chemistry.

[13]  G. Dougan,et al.  Routine Use of Microbial Whole Genome Sequencing in Diagnostic and Public Health Microbiology , 2012, PLoS pathogens.

[14]  Torsten Seemann,et al.  Prokka: rapid prokaryotic genome annotation , 2014, Bioinform..

[15]  Vitali Sintchenko,et al.  Proficiency testing for bacterial whole genome sequencing: an end-user survey of current capabilities, requirements and priorities , 2015, BMC Infectious Diseases.

[16]  J. McPherson,et al.  Coming of age: ten years of next-generation sequencing technologies , 2016, Nature Reviews Genetics.

[17]  N. Loman,et al.  A culture-independent sequence-based metagenomics approach to the investigation of an outbreak of Shiga-toxigenic Escherichia coli O104:H4. , 2013, JAMA.

[18]  Lisa Kalman,et al.  Assuring the Quality of Next-Generation Sequencing in Clinical Microbiology and Public Health Laboratories , 2016, Journal of Clinical Microbiology.

[19]  James R. Cole,et al.  Ribosomal Database Project: data and tools for high throughput rRNA analysis , 2013, Nucleic Acids Res..

[20]  Karim Benkirane,et al.  Comparison of DNA methylation profiles in human fetal and adult red blood cell progenitors , 2015, Genome Medicine.

[21]  Stefan Niemann,et al.  Whole Genome Sequencing versus Traditional Genotyping for Investigation of a Mycobacterium tuberculosis Outbreak: A Longitudinal Molecular Epidemiological Study , 2013, PLoS medicine.

[22]  E. Robilotti,et al.  Commentaries: Integration of Whole-Genome Sequencing into Infection Control Practices: the Potential and the Hurdles , 2015, Journal of Clinical Microbiology.

[23]  Julian Parkhill,et al.  Whole-genome sequencing for analysis of an outbreak of meticillin-resistant Staphylococcus aureus: a descriptive study , 2013, The Lancet. Infectious Diseases.

[24]  Ole Lund,et al.  Real-Time Whole-Genome Sequencing for Routine Typing, Surveillance, and Outbreak Detection of Verotoxigenic Escherichia coli , 2014, Journal of Clinical Microbiology.

[25]  Hannes Pouseele,et al.  Implementation of Whole Genome Sequencing (WGS) for Identification and Characterization of Shiga Toxin-Producing Escherichia coli (STEC) in the United States , 2016, Front. Microbiol..

[26]  S. Rasmussen,et al.  Identification of acquired antimicrobial resistance genes , 2012, The Journal of antimicrobial chemotherapy.

[27]  C. Arnold Considerations in centralizing whole genome sequencing for microbiology in a public health setting , 2016, Expert review of molecular diagnostics.

[28]  Shashikant Kulkarni,et al.  Assuring the quality of next-generation sequencing in clinical laboratory practice , 2012, Nature Biotechnology.

[29]  L. Pantanowitz,et al.  Clinical Microbiology Informatics , 2014, Clinical Microbiology Reviews.

[30]  Ole Lund,et al.  Rapid Whole-Genome Sequencing for Detection and Characterization of Microorganisms Directly from Clinical Samples , 2013, Journal of Clinical Microbiology.

[31]  F. Vannberg,et al.  Whole-Genome Sequencing to Determine Origin of Multinational Outbreak of Sarocladium kiliense Bloodstream Infections , 2016, Emerging infectious diseases.

[32]  Tamara J Meerhoff,et al.  Surveillance for severe acute respiratory infections (SARI) in hospitals in the WHO European region - an exploratory analysis of risk factors for a severe outcome in influenza-positive SARI cases , 2015, BMC Infectious Diseases.

[33]  Ole Lund,et al.  Multilocus Sequence Typing of Total-Genome-Sequenced Bacteria , 2012, Journal of Clinical Microbiology.

[34]  Daniel J. Wilson,et al.  Transforming clinical microbiology with bacterial genome sequencing , 2012, Nature Reviews Genetics.

[35]  Daniel J. Wilson,et al.  Prediction of Staphylococcus aureus Antimicrobial Resistance by Whole-Genome Sequencing , 2014, Journal of Clinical Microbiology.

[36]  Robert J. Clifford,et al.  Real time application of whole genome sequencing for outbreak investigation - What is an achievable turnaround time? , 2016, Diagnostic microbiology and infectious disease.

[37]  Dag Harmsen,et al.  Bacterial Whole-Genome Sequencing Revisited: Portable, Scalable, and Standardized Analysis for Typing and Detection of Virulence and Antibiotic Resistance Genes , 2014, Journal of Clinical Microbiology.

[38]  N. McCallum,et al.  Whole genome sequencing in clinical and public health microbiology , 2015, Pathology.

[39]  Robert J. Clifford,et al.  The Challenges of Implementing Next Generation Sequencing Across a Large Healthcare System, and the Molecular Epidemiology and Antibiotic Susceptibilities of Carbapenemase-Producing Bacteria in the Healthcare System of the U.S. Department of Defense , 2016, PloS one.

[40]  Manuel Salto-Tellez,et al.  Next‐generation sequencing: a change of paradigm in molecular diagnostic validation , 2014, The Journal of pathology.

[41]  Thomas R Rogers,et al.  Rapid, comprehensive, and affordable mycobacterial diagnosis with whole-genome sequencing: a prospective study , 2016, The Lancet. Respiratory medicine.

[42]  S. Peacock,et al.  Moving pathogen genomics out of the lab and into the clinic: what will it take? , 2015, Genome Medicine.

[43]  Gonçalo R. Abecasis,et al.  The variant call format and VCFtools , 2011, Bioinform..

[44]  Matthias Reumann,et al.  WGS Analysis and Interpretation in Clinical and Public Health Microbiology Laboratories: What Are the Requirements and How Do Existing Tools Compare? , 2014, Pathogens.

[45]  G. Weinstock,et al.  Making the Leap from Research Laboratory to Clinic: Challenges and Opportunities for Next-Generation Sequencing in Infectious Disease Diagnostics , 2015, mBio.

[46]  Christoph Endrullat,et al.  Standardization and quality management in next-generation sequencing , 2016, Applied & translational genomics.

[47]  Shashikant Kulkarni,et al.  Good laboratory practice for clinical next-generation sequencing informatics pipelines , 2015, Nature Biotechnology.

[48]  R. Fichorova,et al.  The Human Microbiome during Bacterial Vaginosis , 2016, Clinical Microbiology Reviews.

[49]  Bale,et al.  Standards and Guidelines for the Interpretation of Sequence Variants: A Joint Consensus Recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology , 2015, Genetics in Medicine.

[50]  Niaz Banaei,et al.  Next-Generation Sequencing for Infectious Disease Diagnosis and Management: A Report of the Association for Molecular Pathology. , 2015, The Journal of molecular diagnostics : JMD.

[51]  Birgit Funke,et al.  College of American Pathologists' laboratory standards for next-generation sequencing clinical tests. , 2015, Archives of pathology & laboratory medicine.

[52]  David A. Rasko,et al.  Bacterial genome sequencing in the clinic: bioinformatic challenges and solutions , 2013, Nature Reviews Genetics.

[53]  Phelim Bradley,et al.  Whole-genome sequencing for prediction of Mycobacterium tuberculosis drug susceptibility and resistance: a retrospective cohort study , 2015, The Lancet. Infectious diseases.

[54]  Michael J. Zilliox,et al.  The Female Urinary Microbiome: a Comparison of Women with and without Urgency Urinary Incontinence , 2014, mBio.

[55]  M. Zaharia,et al.  A cloud-compatible bioinformatics pipeline for ultrarapid pathogen identification from next-generation sequencing of clinical samples , 2014, Genome research.

[56]  Marc L. Salit,et al.  Development and Characterization of Reference Materials for Genetic Testing: Focus on Public Partnerships , 2016, Annals of laboratory medicine.