Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Primate transcript and protein expression levels evolve under compensatory selection pressures

ABSTRACT: Variation in gene regulation is thought to have played an important role in the evolution of primates, and many studies have documented differences in mRNA expression levels across primate species. However, it is not yet known to what extent measurements of divergence in mRNA levels reflect divergence in protein expression levels, which are more directly tied to phenotypic differences. To address this question, we used high-resolution, quantitative mass spectrometry to collect thousands of protein expression measurements from human, chimpanzee, and rhesus macaque lymphoblastoid cell lines (LCLs). We also used RNA sequencing to collect transcript expression data from the same samples. Considering the two datasets jointly we found that there is much more inter-species divergence at the mRNA level than at the protein level. Remarkably, we found dozens of genes with significant expression differences between species at the mRNA level yet little or no difference in protein expression. Overall, our data suggest a much stronger evolutionary constraint on protein expression levels than on mRNA levels. We conclude that inter-species mRNA expression differences may often have limited functional consequences due to either buffering or compensatory changes in post-transcriptional or posttranslational regulation of proteins.

ORGANISM(S): Pan troglodytes Homo sapiens Macaca mulatta

PROVIDER: GSE49682 | GEO | 2013/10/17

SECONDARY ACCESSION(S): PRJNA214703

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Primate transcript and protein expression levels evolve under compensatory selection pressures

Project description:Variation in gene regulation is thought to have played an important role in the evolution of primates, and many studies have documented differences in mRNA expression levels across primate species. However, it is not yet known to what extent measurements of divergence in mRNA levels reflect divergence in protein expression levels, which are more directly tied to phenotypic differences. To address this question, we used high-resolution, quantitative mass spectrometry to collect thousands of protein expression measurements from human, chimpanzee, and rhesus macaque lymphoblastoid cell lines (LCLs). We also used RNA sequencing to collect transcript expression data from the same samples. Considering the two datasets jointly we found that there is much more inter-species divergence at the mRNA level than at the protein level. Remarkably, we found dozens of genes with significant expression differences between species at the mRNA level yet little or no difference in protein expression. Overall, our data suggest a much stronger evolutionary constraint on protein expression levels than on mRNA levels. We conclude that inter-species mRNA expression differences may often have limited functional consequences due to either buffering or compensatory changes in post-transcriptional or posttranslational regulation of proteins. Gene expression patterns were compared between human, chimpanzee, and rhesus macaque lymphoblastoid cell lines (5 individuals from each species) using RNA-Seq. These gene expression patterns were also compared to protein expression patterns based on mass-spec data, which are available separately (see publication for details).

2013-10-17 | E-GEOD-49682 | biostudies-arrayexpress

Post-translational buffering leads to convergent protein expression levels between primates

Project description:Differences in gene regulation between human and closely related species influence phenotypes that are distinctly human. While gene regulation is a multi-step process, the majority of research concerning divergence in gene regulation among primates has focused on transcription. To gain a comprehensive view of gene regulation, we surveyed genome-wide ribosome occupancy, which reflects levels of protein translation, in lymphoblastoid cell lines derived from human, chimpanzee and rhesus macaque. We further integrated mRNA and protein level measurements collected from matching cell lines. We find that, in addition to transcriptional regulation, the major factor determining protein level divergence between human and closely related species is post-translational buffering. Inter-species divergence in transcription is generally propagated to the level of protein translation. In contrast, gene expression divergence is often attenuated post-translationally, potentially mediated through post-translational modifications. Results from our analysis indicate that post-translational buffering is a conserved mechanism that led to relaxation of selective constraint on transcript levels in humans.

2018-05-10 | GSE71808 | GEO

Transcriptional responses of human monocyte-derived macrophages (HMDM) to lipopolysaccharide (LPS)

Project description:Evolutionary change in gene expression is generally considered to be a major driver of phenotypic differences between species. We investigated innate immune diversification by analyzing inter-species differences in the transcriptional responses of primary human and mouse macrophages to the TLR4 agonist, LPS. Using a custom platform permitting cross-species interrogation coupled with deep sequencing of mRNA 5’ ends, we identified extensive divergence in LPS-regulated orthologous gene expression between humans and mice (24% of orthologs, http://www.macgate.qfab.org). Divergently regulated (DR) orthologs were enriched for genes encoding cellular “inputs” such as cell surface receptors (e.g. TLR6, IL-7Rα), and functional “outputs” such as inflammatory cytokines/chemokines (e.g. CCL20, CXCL13). Conversely, intracellular signaling components linking inputs to outputs were typically concordantly regulated. DR genes were associated with a large dynamic range of gene expression, and specific promoter architectural features (TATA box enrichment, CpG island depletion). Surprisingly, regulatory divergence was also associated with enhanced inter-species promoter conservation. Thus, the genes controlled by complex, highly conserved promoters that facilitate dynamic regulation are also the most susceptible to evolutionary change.

2012-03-29 | GSE19482 | GEO

Transcriptional responses of mouse BMM and TEPM to lipopolysaccharide (LPS)

2012-03-29 | GSE19490 | GEO

Transcriptional responses of mouse BMM and TEPM to lipopolysaccharide (LPS)

Project description:Evolutionary change in gene expression is generally considered to be a major driver of phenotypic differences between species. We investigated innate immune diversification by analyzing inter-species differences in the transcriptional responses of primary human and mouse macrophages to the TLR4 agonist, LPS. Using a custom platform permitting cross-species interrogation coupled with deep sequencing of mRNA 5M-bM-^@M-^Y ends, we identified extensive divergence in LPS-regulated orthologous gene expression between humans and mice (24% of orthologs, http://www.macgate.qfab.org). Divergently regulated (DR) orthologs were enriched for genes encoding cellular M-bM-^@M-^\inputsM-bM-^@M-^] such as cell surface receptors (e.g. TLR6, IL-7RM-NM-1), and functional M-bM-^@M-^\outputsM-bM-^@M-^] such as inflammatory cytokines/chemokines (e.g. CCL20, CXCL13). Conversely, intracellular signaling components linking inputs to outputs were typically concordantly regulated. DR genes were associated with a large dynamic range of gene expression, and specific promoter architectural features (TATA box enrichment, CpG island depletion). Surprisingly, regulatory divergence was also associated with enhanced inter-species promoter conservation. Thus, the genes controlled by complex, highly conserved promoters that facilitate dynamic regulation are also the most susceptible to evolutionary change. Mouse macrophages (bone marrow-derived macrophages, BMM and thioglycollate-elicited peritoneal macrophages, TEPM) were stimulated with the TLR4 agonist, lipopolysaccharide, over a time course (0, 2, 6, 24h) and analysed in biological triplicate on a custom-designed, focused microarray.

2012-03-28 | E-GEOD-19490 | biostudies-arrayexpress

Establishing multiple omics baselines for three Southeast Asian populations in the Singapore Integrative Omics Study

Project description:In this study, we established population reference measurements across multiple omic technologies and investigated the inter-population variations in each omic and phenotypic measurements in three major populations in Singapore. The measurements include genome-wide SNPs, gene probesets expression, lipid species and circulating miRNAs.

| EGAS00001002527 | EGA

Transcriptional responses of human monocyte-derived macrophages (HMDM) to lipopolysaccharide (LPS)

Project description:Evolutionary change in gene expression is generally considered to be a major driver of phenotypic differences between species. We investigated innate immune diversification by analyzing inter-species differences in the transcriptional responses of primary human and mouse macrophages to the TLR4 agonist, LPS. Using a custom platform permitting cross-species interrogation coupled with deep sequencing of mRNA 5M-bM-^@M-^Y ends, we identified extensive divergence in LPS-regulated orthologous gene expression between humans and mice (24% of orthologs, http://www.macgate.qfab.org). Divergently regulated (DR) orthologs were enriched for genes encoding cellular M-bM-^@M-^\inputsM-bM-^@M-^] such as cell surface receptors (e.g. TLR6, IL-7RM-NM-1), and functional M-bM-^@M-^\outputsM-bM-^@M-^] such as inflammatory cytokines/chemokines (e.g. CCL20, CXCL13). Conversely, intracellular signaling components linking inputs to outputs were typically concordantly regulated. DR genes were associated with a large dynamic range of gene expression, and specific promoter architectural features (TATA box enrichment, CpG island depletion). Surprisingly, regulatory divergence was also associated with enhanced inter-species promoter conservation. Thus, the genes controlled by complex, highly conserved promoters that facilitate dynamic regulation are also the most susceptible to evolutionary change. Human monocyte-derived macrophages (HMDM) were stimulated with the TLR4 agonist, lipopolysaccharide, over a time course (0, 2, 6, 24h) and analysed in biological quadruplicate (each of which represents a pool of two independent blood donors), in total representing 8 macrophage preparations from independent blood donors, on a custom-designed, focused microarray.

2012-03-28 | E-GEOD-19482 | biostudies-arrayexpress

Epigenetic modifications are associated with inter-species gene expression variation in primates

Project description:Changes in gene regulation level have long been thought to play an important role in evolution and speciation, especially in primates. Over the past decade, comparative genomic studies have revealed extensive inter-species differences in gene expression levels yet we know much less about the extent to which regulatory mechanisms differ between species. To begin addressing this gap, we performed a comparative epigenetic study in primate lymphoblastoid cell lines (LCLs), to query the contribution of RNA polymerase II (Pol II) and four histone modifications (H3K4me1, H3K4me3, H3K27ac, and H3K27me3) to inter-species variation in gene expression levels. We found that inter-species differences in mark enrichment near transcription start sites are significantly more often associated with inter-species differences in the corresponding gene expression level than expected by chance alone. Interestingly, we also found that first-order interactions among the histone marks and Pol II do not markedly contribute to the degree of association between the marks and inter-species variation in gene expression levels, suggesting that the marginal effects of the five marks dominate this contribution.

2014-11-09 | GSE60269 | GEO

Regulatory divergence in Drosophila melanogaster and D. simulans: a genome-wide analysis of allele-specific expression

Project description:Species-specific regulation of gene expression contributes to the development and maintenance of reproductive isolation and to species differences in ecologically important traits. A better understanding of the evolutionary forces which shape regulatory variation and divergence can be developed by comparing expression differences among species and interspecific hybrids. Once expression differences are identified, the underlying genetics of regulatory variation or divergence can be explored. With the goal of associating cis and/or trans components of regulatory divergence with differences in gene expression, overall and allele-specific expression levels were assayed genome-wide in female adult heads of D. melanogaster, D. simulans and their F1 hybrids. A greater proportion of cis differences than trans differences were identified for genes expressed in heads and, in accordance with previous studies, cis differences also explained a larger number of species differences in overall expression level. Regulatory divergence was found to be prevalent among genes associated with defense, olfaction, and among genes downstream of the Drosophila sex determination hierarchy. In addition, two genes, with critical roles in sex determination and micro RNA processing, Sxl and loqs, were identified as misexpressed in hybrid female heads, potentially contributing to hybrid incompatibility.

2009-08-05 | GSE17453 | GEO

Snake Venom LC/MSE - Post-transcriptional Mechanisms Contribute Little to Phenotypic Variation in Snake Venoms

Project description:Protein expression is a major link in the genotype-phenotype relationship, and processes affecting protein abundances, such as rates of transcription and translation, could contribute to phenotypic evolution if they generate heritable variation. Recent work has suggested that mRNA abundances do not accurately predict final protein abundances, which would imply that post-transcriptional regulatory processes contribute significantly to phenotypes. Post-transcriptional processes also appear to buffer changes in transcriptional patterns as species diverge, suggesting that the transcriptional changes have little or no effect on the phenotypes under study. We tested for concordance between mRNA and protein expression levels in snake venoms by means of mRNA-seq and quantitative mass spectrometry for 11 snakes representing 10 species, six genera, and three families. In contrast to most previous work, we found high correlations between venom-gland transcriptomes and venom proteomes for ten of our 11 comparisons. We tested for protein-level buffering of transcriptional changes during species divergence by comparing the difference between transcript abundance and protein abundance for three pairs of species and one intraspecific pair. We found no evidence for buffering during divergence of our three species pairs but did find evidence for protein-level buffering for our single intraspecific comparison, suggesting that buffering, if present, was a transient phenomenon in venom divergence. Our results demonstrated that post-transcriptional mechanisms did not contribute significantly to phenotypic evolution in venoms and suggest a more prominent and direct role for cis-regulatory evolution in phenotypic variation, particularly for snake venoms.

2015-11-09 | PXD002837 | Pride

OmicsDI is part of the ELIXIR infrastructure

OmicsDI is an Elixir interoperability service. Learn more ›

Tweets

OmicsDI Databases

PRIDE
PeptideAtlas
MassIVE
JPOST Repository
Physiome Model Repository

EGA
EVA
ENA
LINCS
PAXDB
Cell Collective

MetaboLights
Metabolomics Workbench
MetabolomeExpress
GNPS
BioModels
FAIRDOMHub

ArrayExpress
dbGaP
ExpressionAtlas
GEO
NODE

Information

Databases
Help
API
Contact us
Code on GitHub
Terms of use
Submit Data