Supervised machine learning for population genetics: a new paradigm
DR Schrider, AD Kern - Trends in Genetics, 2018 - cell.com
As population genomic datasets grow in size, researchers are faced with the daunting task
of making sense of a flood of information. To keep pace with this explosion of data …
of making sense of a flood of information. To keep pace with this explosion of data …
Uncovering ecological state dynamics with hidden Markov models
Ecological systems can often be characterised by changes among a finite set of underlying
states pertaining to individuals, populations, communities or entire ecosystems through time …
states pertaining to individuals, populations, communities or entire ecosystems through time …
Evolutionary constraint and innovation across hundreds of placental mammals
Zoonomia is the largest comparative genomics resource for mammals produced to date. By
aligning genomes for 240 species, we identify bases that, when mutated, are likely to affect …
aligning genomes for 240 species, we identify bases that, when mutated, are likely to affect …
Efficient ancestry and mutation simulation with msprime 1.0
Stochastic simulation is a key tool in population genetics, since the models involved are
often analytically intractable and simulation is usually the only way of obtaining ground-truth …
often analytically intractable and simulation is usually the only way of obtaining ground-truth …
Natural selection in the evolution of SARS-CoV-2 in bats created a generalist virus and highly capable human pathogen
Virus host shifts are generally associated with novel adaptations to exploit the cells of the
new host species optimally. Surprisingly, Severe Acute Respiratory Syndrome Coronavirus …
new host species optimally. Surprisingly, Severe Acute Respiratory Syndrome Coronavirus …
HyPhy 2.5—a customizable platform for evolutionary hypothesis testing using phylogenies
SL Kosakovsky Pond, AFY Poon… - Molecular biology …, 2020 - academic.oup.com
Abstract HYpothesis testing using PHYlogenies (HyPhy) is a scriptable, open-source
package for fitting a broad range of evolutionary models to multiple sequence alignments …
package for fitting a broad range of evolutionary models to multiple sequence alignments …
Leveraging base-pair mammalian constraint to understand genetic variation and human disease
Thousands of genomic regions have been associated with heritable human diseases, but
attempts to elucidate biological mechanisms are impeded by an inability to discern which …
attempts to elucidate biological mechanisms are impeded by an inability to discern which …
Genome-scale activation screen identifies a lncRNA locus regulating a gene neighbourhood
Mammalian genomes contain thousands of loci that transcribe long noncoding RNAs
(lncRNAs),, some of which are known to carry out critical roles in diverse cellular processes …
(lncRNAs),, some of which are known to carry out critical roles in diverse cellular processes …
Population genetics of the coral Acropora millepora: Toward genomic prediction of bleaching
INTRODUCTION Coral reefs worldwide are suffering losses at an alarming rate as a result of
anthropogenic climate change. Increased seawater temperatures, even only slightly above …
anthropogenic climate change. Increased seawater temperatures, even only slightly above …
Genome-wide patterns and properties of de novo mutations in humans
Mutations create variation in the population, fuel evolution and cause genetic diseases.
Current knowledge about de novo mutations is incomplete and mostly indirect,,,,,,,,,. Here we …
Current knowledge about de novo mutations is incomplete and mostly indirect,,,,,,,,,. Here we …