Predicting candidate genes from phenotypes, functions and anatomical site of expression

J Chen, A Althagafi, R Hoehndorf - Bioinformatics, 2021 - academic.oup.com
Motivation Over the past years, many computational methods have been developed to
incorporate information about phenotypes for disease–gene prioritization task. These …

OPA2Vec: combining formal and informal content of biomedical ontologies to improve similarity-based prediction

FZ Smaili, X Gao, R Hoehndorf - Bioinformatics, 2019 - academic.oup.com
Motivation Ontologies are widely used in biology for data annotation, integration and
analysis. In addition to formally structured axioms, ontologies contain meta-data in the form …

Semantic disease gene embeddings (smudge): phenotype-based disease gene prioritization without phenotypes

M Alshahrani, R Hoehndorf - Bioinformatics, 2018 - academic.oup.com
Motivation In the past years, several methods have been developed to incorporate
information about phenotypes into computational disease gene prioritization methods …

[HTML][HTML] Integrating node embeddings and biological annotations for genes to predict disease-gene associations

SK Ata, L Ou-Yang, Y Fang, CK Kwoh, M Wu, XL Li - BMC systems biology, 2018 - Springer
Background Predicting disease causative genes (or simply, disease genes) has played
critical roles in understanding the genetic basis of human diseases and further providing …

Improving disease gene prioritization using the semantic similarity of Gene Ontology terms

A Schlicker, T Lengauer, M Albrecht - Bioinformatics, 2010 - academic.oup.com
Motivation: Many hereditary human diseases are polygenic, resulting from sequence
alterations in multiple genes. Genomic linkage and association studies are commonly …

Phenome-driven disease genetics prediction toward drug discovery

Y Chen, L Li, GQ Zhang, R Xu - Bioinformatics, 2015 - academic.oup.com
Motivation: Discerning genetic contributions to diseases not only enhances our
understanding of disease mechanisms, but also leads to translational opportunities for drug …

[HTML][HTML] Clinical phenotype-based gene prioritization: an initial study using semantic similarity and the human phenotype ontology

AJ Masino, ET Dechene, MC Dulik, A Wilkens… - BMC …, 2014 - Springer
Background Exome sequencing is a promising method for diagnosing patients with a
complex phenotype. However, variant interpretation relative to patient phenotype can be …

[HTML][HTML] Integrating human omics data to prioritize candidate genes

Y Chen, X Wu, R Jiang - BMC medical genomics, 2013 - Springer
Background The identification of genes involved in human complex diseases remains a
great challenge in computational systems biology. Although methods have been developed …

[HTML][HTML] Prediction of gene-phenotype associations in humans, mice, and plants using phenologs

JO Woods, UM Singh-Blom, JM Laurent, KL McGary… - BMC …, 2013 - Springer
Background Phenotypes and diseases may be related to seemingly dissimilar phenotypes
in other species by means of the orthology of underlying genes. Such “orthologous …

[HTML][HTML] Heterogeneous network edge prediction: a data integration approach to prioritize disease-associated genes

DS Himmelstein, SE Baranzini - PLoS computational biology, 2015 - journals.plos.org
The first decade of Genome Wide Association Studies (GWAS) has uncovered a wealth of
disease-associated variants. Two important derivations will be the translation of this …