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M. K. Sobczyk

dblp:289/9796 · DBLP profile ↗
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1ranked-venue papers
1as first author
1since 2021 · last 2021
0000-0003-0000-4100ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
1 paper
Bioinformatics and computational biology · 100%
Artificial intelligence
1 paper
Knowledge representation and reasoning · 100%

Topics — the 4 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology › genomics › computational genomics
gene prioritization
0.512021
MendelVar: gene prioritization at GWAS loci using phenotypic enrichment of Mendelian disease genes · Bioinform. 2021
Bioinformatics and computational biology › genomics
genome-wide association study
0.512021
MendelVar: gene prioritization at GWAS loci using phenotypic enrichment of Mendelian disease genes · Bioinform. 2021
Bioinformatics and computational biology › functional genomics › functional enrichment analysis
phenotype enrichment analysis
0.512021
MendelVar: gene prioritization at GWAS loci using phenotypic enrichment of Mendelian disease genes · Bioinform. 2021
Knowledge, reasoning and agents › Knowledge representation and reasoning
ontology
0.112021
MendelVar: gene prioritization at GWAS loci using phenotypic enrichment of Mendelian disease genes · Bioinform. 2021

Methods — techniques the papers use, named apart from their topics

enrichment testing · 1.0
YearPublicationVenuePosition
2021 MendelVar: gene prioritization at GWAS loci using phenotypic enrichment of Mendelian disease genes
abstract
MOTIVATION: Gene prioritization at human GWAS loci is challenging due to linkage-disequilibrium and long-range gene regulatory mechanisms. However, identifying the causal gene is crucial to enable identification of potential drug targets and better understanding of molecular mechanisms. Mapping GWAS traits to known phenotypically relevant Mendelian disease genes near a locus is a promising approach to gene prioritization. RESULTS: We present MendelVar, a comprehensive tool that integrates knowledge from four databases on Mendelian disease genes with enrichment testing for a range of associated functional annotations such as Human Phenotype Ontology, Disease Ontology and variants from ClinVar. This open web-based platform enables users to strengthen the case for causal importance of phenotypically matched candidate genes at GWAS loci. We demonstrate the use of MendelVar in post-GWAS gene annotation for type 1 diabetes, type 2 diabetes, blood lipids and atopic dermatitis. AVAILABILITY AND IMPLEMENTATION: MendelVar is freely available at https://mendelvar.mrcieu.ac.uk. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
M. K. Sobczyk, Tom R. Gaunt, Lavinia Paternoster
Bioinform.1