HumanMetagenomeDB

HumanMetagenomeDB provides centralized, curated, and standardized metadata to enable identification and reanalysis of public human metagenomes for studies of microbial community composition and functional potential.


Key Features:

  • Curated metadata: Curates and standardizes metadata to address misannotation and decentralization in public metagenomic records.
  • Content scope: Contains comprehensive metadata for 69,822 metagenomes.
  • Attributes and ontologies: Standardizes 203 metadata attributes based on established ontologies.
  • Host characteristics: Includes host-level attributes such as sex, age, and body mass index (BMI).
  • Diagnosis information: Captures disease-related metadata including cancer, Crohn's disease, and Parkinson's disease.
  • Geographical data: Records country, longitude, and latitude and covers samples from 58 countries.
  • Sampling site classification: Annotates sampling site across nine main body sites, including gut, lung, and skin.
  • Sequencing attributes: Records sequencing platform, average read length, and sequence quality.
  • Demographic coverage: Includes samples spanning ages from newborns to 91 years.

Scientific Applications:

  • Sample reanalysis: Enables reanalysis of public human metagenomes with consistent and standardized metadata.
  • Hypothesis generation and validation: Supports generation and validation of hypotheses across diverse research contexts.
  • Microbial community studies: Facilitates exploration of microbial community composition and functional potential.
  • Comparative and epidemiological analyses: Supports comparative analyses across geographical locations, age groups, and diagnoses.

Methodology:

Curation and standardization of 203 metadata attributes using established ontologies.

Topics

Details

Tool Type:
web application
Added:
1/18/2021
Last Updated:
11/24/2024

Operations

Publications

Kasmanas JC, Bartholomäus A, Corrêa FB, Tal T, Jehmlich N, Herberth G, von Bergen M, Stadler PF, Carvalho ACPdLFd, Nunes da Rocha U. HumanMetagenomeDB: a public repository of curated and standardized metadata for human metagenomes. Nucleic Acids Research. 2020;49(D1):D743-D750. doi:10.1093/nar/gkaa1031. PMID:33221926. PMCID:PMC7778935.

PMID: 33221926
PMCID: PMC7778935
Funding: - FAPESP: 2013/07375-0, 2019/03396-9 - Helmholtz Association: VH-NG-1248