authors

• Gupta, Vinod K
• Sung, Jaeyun
• Cunningham, Kevin Y
• Hur, Benjamin
• Bakshi, Utpal
• Huang, Harvey
• Warrington, Kenneth J
• Taneja, Veena
• Elena Myasoedova, MD, PhD
• Davis, John M

publication date

• September 14, 2021

published in

• Genome medicine  Journal

has subject area

• Aged
• Aged, 80 and over
• Arthritis, Rheumatoid
• Clostridiales
• Cohort Studies
• Dysbiosis
• Female
• Gastrointestinal Microbiome
• Humans
• Male
• Metagenome
• Metagenomics
• Middle Aged
• RNA, Ribosomal, 16S
• Retrospective Studies
• Severity of Illness Index

Keywords

• Clinical disease activity index
• Deep-learning neural network
• Gut microbiome
• Machine-learning
• Minimum clinically important improvement
• Rheumatoid arthritis
• Shotgun metagenomic sequencing

Digital Object Identifier (DOI)

• https://doi.org/10.1186/s13073-021-00957-0

PubMed ID

• 34517888

start page

end page

volume

• 13

issue

• 1