Cited by 156Bacterial Identification and Susceptibility TestingGenomics and Phylogenetic StudiesGenomics and Rare Diseases

The challenge of diagnostic metagenomics

Open access
Greninger, Alexander L.·2018·Expert Review of Molecular Diagnostics

Abstract

INTRODUCTION: Diagnostic metagenomics and its associated trail of publications are spreading across the world. Multiple clinical labs in the United States, Europe, and Asia have gone to considerable lengths to optimize and validate a range of protocols for agnostically detecting viral, bacterial, fungal, and eukaryotic parasite nucleic acid across a range of patient specimens to aid in diagnosis for particularly recalcitrant cases. Others see a role for diagnostic metagenomics as a frontline diagnostic to replace other microbiological testing. Areas covered: There are considerable barriers to adoption for diagnostic metagenomics, including analytical sensitivity, interpretation, actionability, turnaround time, antimicrobial susceptibility, clinical utility, laboratory workflow, trial comparators, cost, and reimbursement. Expert commentary: Metagenomics is unlikely to become 'one test to rule them all' any time soon, not least because it is not indicative of historical infection like some of the highest volume tests in the clinical virology lab, viral serologies. The high cost and low marginal utility compared to 'standard of care' diagnostics have forced metagenomics to be mostly used for last-ditch cases. However, waiting for such patients to declare themselves as being diagnostically challenging in turn likely lessens the diagnostic yield and actionability of the information. Significant reductions in the cost of metagenomic sequencing are required for it to move up in the diagnostic pipeline. This review covers these associated obstacles of metagenomics, arguing for a parsimonious role in last-ditch diagnostics and awaiting the answer of many outstanding questions regarding its adoption.

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Crossref · 10.1080/14737159.2018.1487292

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  • Cost, reimbursement, turnaround time, regulatory issues, and clinical utility remain major barriers to routine clinical mNGS in patient care.

    “Considerations of cost, reimbursement, turnaround time, regulatory considerations and, perhaps most importantly, clinical utility also remain major hurdles for the routine implementation of clinical mNGS in patient care settings27.”

    From Clinical metagenomics (2019) · cites this paper as [27]

  • As a comprehensive direct detection method, mNGS may eventually replace culture, antigen detection and PCR in clinical microbiology, but indirect approaches like viral serological testing will continue to play a key part in diagnostic work-up, and functional assays like culture and phenotypic susceptibility testing will likely always be useful for research.

    “As a comprehensive direct detection method, mNGS may eventually replace culture, antigen detection and PCR methods in clinical microbiology, but indirect approaches such as viral serological testing will continue to play a key part in the diagnostic work-up for infections27, and functional assays such as culture and phenotypic susceptibility testing will likely always be useful for research”

    From Clinical metagenomics (2019) · cites this paper as [27]

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References 79 · Cited by 156

Authors
Greninger, A. L.
Affiliations
University of Washington (US)
Corresponding author
Greninger, Alexander L.
Venue
Expert Review of Molecular Diagnostics
Published
2018-06-18
Volume
18
Issue
7
Pages
605-615
ISSN
  • 1473-7159 (ISSN-L)
  • 1744-8352
OpenAlex
W2808362565
Cited by
156
References
79
Citations by year
2026: 15 · 2025: 18 · 2024: 14 · 2023: 14 · 2022: 15 · 2021: 31 · 2020: 24 · 2019: 21 · 2018: 3 · 2017: 1
FWCI
2.66
Type
journal article
Language
en
Open access
Licence
cc-by-nc-nd
Locations
  • Expert Review of Molecular Diagnostics (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Clinical Biochemistry › Bacterial Identification and Susceptibility Testing
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomics and Rare Diseases
Keywords
clinical microbiology diagnostics, diagnostic yield, turnaround time, antimicrobial susceptibility, clinical utility, laboratory workflow, reimbursement, virus detection
MeSH terms
Facilities and Services Utilization, Communicable Diseases, Costs and Cost Analysis, Humans, Sequence Analysis, DNA, Molecular Diagnostic Techniques, Metagenomics

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