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Harnessing human microbiomes for disease prediction.

Yang Liu1, Muhamad Fachrul2, Michael Inouye3

  • 1Cambridge Baker Systems Genomics Initiative, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK; Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia; Department of Clinical Pathology, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia; Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, UK; British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.

Trends in Microbiology
|January 21, 2024
PubMed
Summary
This summary is machine-generated.

The human microbiome shows promise for predicting disease risk. Research is exploring its use in prospective studies and as a therapeutic target for disease management.

Keywords:
disease predictiongut microbiotamachine learningmetagenomicsmicrobiome

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Area of Science:

  • Microbiology
  • Genomics
  • Preventive Medicine

Background:

  • The human microbiome's role in health and disease is gaining recognition.
  • Predictive models for diseases like cardiovascular disease and breast cancer traditionally integrate genomic data.
  • Few studies have incorporated the human microbiome into prospective disease risk prediction models.

Purpose of the Study:

  • To review current research on the human microbiome for disease prediction.
  • To highlight the importance of prospective studies in this field.
  • To discuss microbiome modulation and engineering as therapeutic strategies.

Main Methods:

  • Literature review of prospective studies on human microbiome and disease prediction.
  • Analysis of research on microbiome modulation and engineering for therapeutic applications.

Main Results:

  • The human microbiome is increasingly recognized for its potential in disease prediction.
  • Integrating microbiome data into predictive models is an emerging area of research.
  • Microbiome modulation and engineering represent promising therapeutic avenues.

Conclusions:

  • The human microbiome holds significant potential for transforming disease prediction and patient care.
  • Further research, particularly prospective studies, is needed to fully harness its predictive capabilities.
  • Microbiome-based therapies offer a novel strategy for managing and preventing diseases.