English

Metagenomics for clinical diagnostics: technologies and informatics

Quantitative Methods 2020-08-11 v2 Genomics

Abstract

The human-associated microbiome is closely tied to human health and is of substantial clinical interest. Metagenomics-based tools are emerging for clinical diagnostics, tracking the spread of diseases, and surveillance of potential pathogens. In some cases, these tools are overcoming limitations of traditional clinical approaches. Metagenomics has limitations barring the tools from clinical validation. Once these hurdles are overcome, clinical metagenomics will inform doctors of the best, targeted treatment for their patients and provide early detection of disease. Here we present an overview of metagenomics methods with a discussion of computational challenges and limitations.

Keywords

Cite

@article{arxiv.1911.11304,
  title  = {Metagenomics for clinical diagnostics: technologies and informatics},
  author = {Caitlin Loeffler and Keylie M. Gibson and Lana Martin and Liz Chang and Jeremy Rotman and Ian V. Toma and Christopher E. Mason and Eleazar Eskin and Joseph P. Zackular and Keith A. Crandall and David Koslicki and Serghei Mangul},
  journal= {arXiv preprint arXiv:1911.11304},
  year   = {2020}
}

Comments

75 pages, 7 figures, 2 tables, 4 supplementary table, review paper

R2 v1 2026-06-23T12:27:10.440Z