Positive Selection in Gene Regulatory Factors Suggests Adaptive Pleiotropic Changes During Human Evolution

Gene regulatory factors (GRFs), such as transcription factors, co-factors and histone-modifying enzymes, play many important roles in modifying gene expression in biological processes. They have also been proposed to underlie speciation and adaptation. To investigate potential contributions of GRFs...

Full description

Bibliographic Details
Main Authors: Vladimir M. Jovanovic, Melanie Sarfert, Carlos S. Reyna-Blanco, Henrike Indrischek, Dulce I. Valdivia, Ekaterina Shelest, Katja Nowick
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.662239/full
id doaj-50891f2924434a0da163498ea06ea42b
record_format Article
spelling doaj-50891f2924434a0da163498ea06ea42b2021-05-17T15:15:17ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-05-011210.3389/fgene.2021.662239662239Positive Selection in Gene Regulatory Factors Suggests Adaptive Pleiotropic Changes During Human EvolutionVladimir M. Jovanovic0Vladimir M. Jovanovic1Melanie Sarfert2Carlos S. Reyna-Blanco3Carlos S. Reyna-Blanco4Henrike Indrischek5Henrike Indrischek6Henrike Indrischek7Dulce I. Valdivia8Ekaterina Shelest9Katja Nowick10Human Biology and Primate Evolution, Freie Universität Berlin, Berlin, GermanyBioinformatics Solution Center, Freie Universität Berlin, Berlin, GermanyHuman Biology and Primate Evolution, Freie Universität Berlin, Berlin, GermanyDepartment of Biology, University of Fribourg, Fribourg, SwitzerlandSwiss Institute of Bioinformatics, Fribourg, SwitzerlandMax Planck Institute of Molecular Cell Biology and Genetics, Dresden, GermanyMax Planck Institute for the Physics of Complex Systems, Dresden, GermanyCenter for Systems Biology Dresden, Dresden, GermanyEvolutionary Genomics Laboratory and Genome Topology and Regulation Laboratory, Genetic Engineering Department, Center for Research and Advanced Studies of the National Polytechnic Institute (CINVESTAV-Irapuato), Irapuato, MexicoCentre for Enzyme Innovation, University of Portsmouth, Portsmouth, United KingdomHuman Biology and Primate Evolution, Freie Universität Berlin, Berlin, GermanyGene regulatory factors (GRFs), such as transcription factors, co-factors and histone-modifying enzymes, play many important roles in modifying gene expression in biological processes. They have also been proposed to underlie speciation and adaptation. To investigate potential contributions of GRFs to primate evolution, we analyzed GRF genes in 27 publicly available primate genomes. Genes coding for zinc finger (ZNF) proteins, especially ZNFs with a Krüppel-associated box (KRAB) domain were the most abundant TFs in all genomes. Gene numbers per TF family differed between all species. To detect signs of positive selection in GRF genes we investigated more than 3,000 human GRFs with their more than 70,000 orthologs in 26 non-human primates. We implemented two independent tests for positive selection, the branch-site-model of the PAML suite and aBSREL of the HyPhy suite, focusing on the human and great ape branch. Our workflow included rigorous procedures to reduce the number of false positives: excluding distantly similar orthologs, manual corrections of alignments, and considering only genes and sites detected by both tests for positive selection. Furthermore, we verified the candidate sites for selection by investigating their variation within human and non-human great ape population data. In order to approximately assign a date to positively selected sites in the human lineage, we analyzed archaic human genomes. Our work revealed with high confidence five GRFs that have been positively selected on the human lineage and one GRF that has been positively selected on the great ape lineage. These GRFs are scattered on different chromosomes and have been previously linked to diverse functions. For some of them a role in speciation and/or adaptation can be proposed based on the expression pattern or association with human diseases, but it seems that they all contributed independently to human evolution. Four of the positively selected GRFs are KRAB-ZNF proteins, that induce changes in target genes co-expression and/or through arms race with transposable elements. Since each positively selected GRF contains several sites with evidence for positive selection, we suggest that these GRFs participated pleiotropically to phenotypic adaptations in humans.https://www.frontiersin.org/articles/10.3389/fgene.2021.662239/fullprimatetranscription factorspeciationgreat apesarchaic humansgene regulatory evolution
collection DOAJ
language English
format Article
sources DOAJ
author Vladimir M. Jovanovic
Vladimir M. Jovanovic
Melanie Sarfert
Carlos S. Reyna-Blanco
Carlos S. Reyna-Blanco
Henrike Indrischek
Henrike Indrischek
Henrike Indrischek
Dulce I. Valdivia
Ekaterina Shelest
Katja Nowick
spellingShingle Vladimir M. Jovanovic
Vladimir M. Jovanovic
Melanie Sarfert
Carlos S. Reyna-Blanco
Carlos S. Reyna-Blanco
Henrike Indrischek
Henrike Indrischek
Henrike Indrischek
Dulce I. Valdivia
Ekaterina Shelest
Katja Nowick
Positive Selection in Gene Regulatory Factors Suggests Adaptive Pleiotropic Changes During Human Evolution
Frontiers in Genetics
primate
transcription factor
speciation
great apes
archaic humans
gene regulatory evolution
author_facet Vladimir M. Jovanovic
Vladimir M. Jovanovic
Melanie Sarfert
Carlos S. Reyna-Blanco
Carlos S. Reyna-Blanco
Henrike Indrischek
Henrike Indrischek
Henrike Indrischek
Dulce I. Valdivia
Ekaterina Shelest
Katja Nowick
author_sort Vladimir M. Jovanovic
title Positive Selection in Gene Regulatory Factors Suggests Adaptive Pleiotropic Changes During Human Evolution
title_short Positive Selection in Gene Regulatory Factors Suggests Adaptive Pleiotropic Changes During Human Evolution
title_full Positive Selection in Gene Regulatory Factors Suggests Adaptive Pleiotropic Changes During Human Evolution
title_fullStr Positive Selection in Gene Regulatory Factors Suggests Adaptive Pleiotropic Changes During Human Evolution
title_full_unstemmed Positive Selection in Gene Regulatory Factors Suggests Adaptive Pleiotropic Changes During Human Evolution
title_sort positive selection in gene regulatory factors suggests adaptive pleiotropic changes during human evolution
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2021-05-01
description Gene regulatory factors (GRFs), such as transcription factors, co-factors and histone-modifying enzymes, play many important roles in modifying gene expression in biological processes. They have also been proposed to underlie speciation and adaptation. To investigate potential contributions of GRFs to primate evolution, we analyzed GRF genes in 27 publicly available primate genomes. Genes coding for zinc finger (ZNF) proteins, especially ZNFs with a Krüppel-associated box (KRAB) domain were the most abundant TFs in all genomes. Gene numbers per TF family differed between all species. To detect signs of positive selection in GRF genes we investigated more than 3,000 human GRFs with their more than 70,000 orthologs in 26 non-human primates. We implemented two independent tests for positive selection, the branch-site-model of the PAML suite and aBSREL of the HyPhy suite, focusing on the human and great ape branch. Our workflow included rigorous procedures to reduce the number of false positives: excluding distantly similar orthologs, manual corrections of alignments, and considering only genes and sites detected by both tests for positive selection. Furthermore, we verified the candidate sites for selection by investigating their variation within human and non-human great ape population data. In order to approximately assign a date to positively selected sites in the human lineage, we analyzed archaic human genomes. Our work revealed with high confidence five GRFs that have been positively selected on the human lineage and one GRF that has been positively selected on the great ape lineage. These GRFs are scattered on different chromosomes and have been previously linked to diverse functions. For some of them a role in speciation and/or adaptation can be proposed based on the expression pattern or association with human diseases, but it seems that they all contributed independently to human evolution. Four of the positively selected GRFs are KRAB-ZNF proteins, that induce changes in target genes co-expression and/or through arms race with transposable elements. Since each positively selected GRF contains several sites with evidence for positive selection, we suggest that these GRFs participated pleiotropically to phenotypic adaptations in humans.
topic primate
transcription factor
speciation
great apes
archaic humans
gene regulatory evolution
url https://www.frontiersin.org/articles/10.3389/fgene.2021.662239/full
work_keys_str_mv AT vladimirmjovanovic positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT vladimirmjovanovic positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT melaniesarfert positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT carlossreynablanco positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT carlossreynablanco positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT henrikeindrischek positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT henrikeindrischek positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT henrikeindrischek positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT dulceivaldivia positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT ekaterinashelest positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
AT katjanowick positiveselectioningeneregulatoryfactorssuggestsadaptivepleiotropicchangesduringhumanevolution
_version_ 1721438140627943424