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Genetic Disease Auxiliary Diagnosis
Home > Analysis Platform > Genetic Disease Auxiliary Diagnosis
Introduction:

The pipeline (diseaseGPS) was designed to assist in the joint auxiliary diagnosis of genetic diseases based on the patient's genotype and phenotype.

Developer


This webserver was released by the author of the DOI: 10.1093/bioinformatics/btad517 .

Benchmark Data


This method was evaluated on 6085 cases from Deciphering Developmental Disorders project and 187 cases from Shanghai Children's hospital.

Benchmark Result


benchmark_results.png

Workflow


Here we introduce diseaseGPS, an integrated platform for the diagnosis of genetic disorders that combines both phenotype and genotype data for analysis. It offers not only a user-friendly GUI web application for those without a programming background but also scripts that can be executed in batch mode for bioinformatics professionals. The genetic and phenotypic data are integrated using the ACMG-Bayes method and a novel phenotypic similarity method, to prioritize the results of genetic disorders.
workflow.png

Reference


Huang D, Jiang J, Zhao T, Wu S, Li P, Lyu Y, Feng J, Wei M, Zhu Z, Gu J, Ren Y, Yu G, Lu H. diseaseGPS: auxiliary diagnostic system for genetic disorders based on genotype and phenotype. Bioinformatics. 2023 Sep 2;39(9):btad517. doi: 10.1093/bioinformatics/btad517. PMID: 37647638; PMCID: PMC10500091.

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