BioinformaticsBioinformaticsPeer-reviewed journal article
Pheno4J: A Gene To Phenotype Graph Database
Sajid Mughal, Ismail MoghuliD, Jing YuiD, UKIRDC, Graeme Charles M. BlackiD, Georgina Hall, Stuart IngramiD, Rachel L. Gillespie, Forbes D. C. MansoniD, Panagiotis I. SergouniotisiD, Chris F. InglehearniD, Carmel ToomesiD, Manir AliiD, Martin McKibbiniD, James A. PoulteriD, Kamron N. KhaniD, Emma C. LordiD, Andrea Hilary NemethiD, Susan M. DownesiD, Stephanie HalfordiD, Stefano LiseiD, Gavin ArnoiD, Alessia FiorentinoiD, Nikolas PontikosiD, Vincent PlagnoliD, , David S Gregory
Abstract
SummaryEfficient storage and querying of large amounts of genetic and phenotypic data is crucial to contemporary clinical genetic research. This introduces computational challenges for classical relational databases, due to the sparsity and sheer volume of the data. Our Java based solution loads annotated genetic variants and well phenotyped patients into a graph database to allow fast efficient storage and querying of large volumes of structured genetic and phenotypic data. This abstracts technical problems away and lets researchers focus on the science rather than the implementation. We have also developed an accompanying webserver with end-points to facilitate querying of the database.\n\nAvailability and ImplementationThe Java code and python code is available at https://github.com/phenopolis/pheno4i\n\nContactn.pontikos@ucl.ac.uk
- Citations
- 13
- FWCI
- 1.09
- Field percentile
- top 22%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Phenopolis: an open platform for harmonization and analysis of sequencing and phenotype data
Nikolas Pontikos, Jing Yu, … Vincent Plagnol·BioinformaticsPeer-reviewed·Mar 14, 2017
- GraphMana: graph-native data management for population genomics projects
Ehsan Estaji, Shiwei Zhao, … Jian‐Feng Mao·bioRxiv·Apr 17, 2026
- PhenotypeToGeneDownloaderR: automated multi-source retrieval and validation of phenotype-associated genes
Muhammad Muneeb, David Benjamin Ascher·bioRxiv·May 6, 2026
- PhenoExam: an R package and Web application for the examination of phenotypes linked to genes and gene sets
Alejandro Cisterna‐García, Aurora González-Vidal, … Juan Antonio Botía·bioRxiv·Jun 29, 2021
- PloverDB: A high-performance platform for serving biomedical knowledge graphs as standards-compliant web APIs
Amy K. Glen, Eric W. Deutsch, Stephen A. Ramsey·BioinformaticsPeer-reviewed·Jun 27, 2025
- PAVS: A Standardized Database of Phenotype-Associated Variants from Saudi Arabian Rare Disease Patients
Marwa Abdelhakim, Azza Althagafi, … Robert Hoehndorf·medRxiv·Apr 6, 2026