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.
DOI: 10.1093/nar/gkaa1031
PMID: 33221926
PMCID: PMC7778935
Funding: - FAPESP: 2013/07375-0, 2019/03396-9
- Helmholtz Association: VH-NG-1248