Bayesian detection of convergent rate changes of conserved noncoding elements on phylogenetic trees

Z Hu, TB Sackton, SV Edwards… - Molecular biology and …, 2019 - academic.oup.com
Conservation of DNA sequence over evolutionary time is a strong indicator of function, and
gain or loss of sequence conservation can be used to infer changes in function across a …

Co-evolution based machine-learning for predicting functional interactions between human genes

D Stupp, E Sharon, I Bloch, M Zitnik, O Zuk… - Nature …, 2021 - nature.com
Over the next decade, more than a million eukaryotic species are expected to be fully
sequenced. This has the potential to improve our understanding of genotype and phenotype …

CladeOScope: functional interactions through the prism of clade-wise co-evolution

T Tsaban, D Stupp, D Sherill-Rofe… - NAR genomics and …, 2021 - academic.oup.com
Map** co-evolved genes via phylogenetic profiling (PP) is a powerful approach to
uncover functional interactions between genes and to associate them with pathways …

Optimization of co-evolution analysis through phylogenetic profiling reveals pathway-specific signals

I Bloch, D Sherill-Rofe, D Stupp, I Unterman… - …, 2020 - academic.oup.com
The exponential growth in available genomic data is expected to reach full sequencing of a
million genomes in the coming decade. Improving and develo** methods to analyze these …

GFICLEE: ultrafast tree-based phylogenetic profile method inferring gene function at the genomic-wide level

Y Fang, M Li, X Li, Y Yang - BMC genomics, 2021 - Springer
Background Phylogenetic profiling is widely used to predict novel members of large protein
complexes and biological pathways. Although methods combined with phylogenetic trees …

Multimodal bioinformatic analyses of the neurodegenerative disease-associated TECPR2 gene reveal its diverse roles

I Shalev, J Somekh, A Eran - Journal of Medical Genetics, 2022 - jmg.bmj.com
Background Loss of tectonin β-propeller repeat-containing 2 (TECPR2) function has been
implicated in an array of neurodegenerative disorders, yet its physiological function remains …

Mirage: estimation of ancestral gene-copy numbers by considering different evolutionary patterns among gene families

T Fukunaga, W Iwasaki - Bioinformatics Advances, 2021 - academic.oup.com
Motivation Reconstruction of gene copy number evolution is an essential approach for
understanding how complex biological systems have been organized. Although various …

A hierarchical Bayesian model for detecting convergent rate changes of conserved noncoding elements on phylogenetic trees

Z Hu, TB Sackton, SV Edwards, JS Liu - bioRxiv, 2018 - biorxiv.org
Conservation of DNA sequence over evolutionary time is a strong indicator of function, and
thus gain or loss of sequence conservation can be used to infer putative changes in function …

Integrative functional analyses of the neurodegenerative disease-associated TECPR2 gene reveal its diverse roles

I Shalev, J Somekh, A Eran - 2020 - researchsquare.com
Background Loss of tectonin β-propeller repeat-containing 2 (TECPR2) function has been
implicated in an array of neurodegenerative disorders, yet its physiological function remains …

Mirage: A phylogenetic mixture model to reconstruct gene-content evolutionary history using a realistic evolutionary rate model

T Fukunaga, W Iwasaki - bioRxiv, 2020 - biorxiv.org
Reconstruction of gene-content evolutionary history is an essential approach for
understanding how complex biological systems have been organized. However, the existing …