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Analyzing the process of mutation accumulation in MEK1 evolution experiment using amplicon sequencing

ABSTRACT: Directed evolution in mammalian cells can facilitate the engineering of mammalian-compatible biomolecules and can enable synthetic evolvability for mammalian cells. We engineered an orthogonal alphaviral RNA replication system to evolve synthetic RNA-based devices, enabling RNA replicase-assisted continuous evolution (REPLACE) in live mammalian cells. we employed REPLACE to drive the continuous intracellular evolution of the cancer-related protein MEK1 with the aim of conferring resistance to Cobimetinib. To investigate the accumulation of mutations during this evolutionary process, we conducted amplicon sequencing on experimental materials collected at different stages. The results revealed intricate relationships among different mutations, highlighting the complex nature of the evolutionary landscape.

ORGANISM(S): Mesocricetus auratus

PROVIDER: GSE235328 | GEO | 2024/07/07

REPOSITORIES: GEO

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Single cell RNA-seq of BHK-21 cells carrying alphaviral RNA replication system

Project description:Directed evolution in mammalian cells can facilitate the engineering of mammalian-compatible biomolecules and can enable synthetic evolvability for mammalian cells. We engineered an orthogonal alphaviral RNA replication system to evolve synthetic RNA-based devices, enabling RNA replicase-assisted continuous evolution (REPLACE) in live mammalian cells. Toinvestigatetheexpressionheterogeneityofself-replicatingRNAsinrepRNA-v4cells,weperformedsingle-cellRNA-seqanalysisusingthe10xGenomicssequencingmethod.Ouranalysisofthesingle-cellRNA-seqprofilingdatarevealedarelativelyuniformexpressionpatternofself-replicatingRNAswithinrepRNA-v4cells.

2024-07-07 | GSE235341 | GEO

Analyzing the process of mutation accumulation in KRAS evolution experiment using amplicon sequencing

Project description:Directed evolution in mammalian cells can facilitate the engineering of mammalian-compatible biomolecules and can enable synthetic evolvability for mammalian cells. We engineered an orthogonal alphaviral RNA replication system to evolve synthetic RNA-based devices, enabling RNA replicase-assisted continuous evolution (REPLACE) in live mammalian cells. Using REPLACE, we attempted continuous intracellular evolution of the negative dominant mutant KRAS (S17N). To analyze the process of mutation accumulation, we performed amplicon sequencing on experimental materials at different stages and under different treatment conditions. The results indicated that the mutations generated by this system were primarily induced by Monanunavir, and the addition of Monanunavir significantly accelerated the rate of evolution.

2024-07-07 | GSE235327 | GEO

Measurement of the degradation rate of alphaviral RNA in BHK-21 cells

Project description:Directed evolution in mammalian cells can facilitate the engineering of mammalian-compatible biomolecules and can enable synthetic evolvability for mammalian cells. We engineered an orthogonal alphaviral RNA replication system to evolve synthetic RNA-based devices, enabling RNA replicase-assisted continuous evolution (REPLACE) in live mammalian cells. To determine the degradation rate of alphaviral RNA in BHK-21 cells, 10 µg of repRNA-v4 RNA was transfected into 4 million wildtype BHK-21 cells via electroporation. Samples were collected at 1-hour, 3-hour, and 12-hour time points for subsequent RNA-seq analysis. The findings revealed that the half-life of alphaviral RNA in the cells was approximately 3.5 hours.

2024-07-07 | GSE235339 | GEO

RNA sequencing of BHK-21 cells carrying alphaviral RNA replication system

Project description:Directed evolution in mammalian cells can facilitate the engineering of mammalian-compatible biomolecules and can enable synthetic evolvability for mammalian cells. We engineered an orthogonal alphaviral RNA replication system to evolve synthetic RNA-based devices, enabling RNA replicase-assisted continuous evolution (REPLACE) in live mammalian cells. RNA-seq of 3 different cells was performed to analyze the effect of introducing different versions of RNA replication systems (i.e., repRNA-v3 and repRNA-v4) into BHK-21 cells on endogenous gene expression. Analysis of the transcriptome profiling data indicated that repRNA-v4 stimulated lower interferon signaling and may have lower cytopathicity.

2024-07-07 | GSE217397 | GEO

Analysis of the accumulation of mutations in self-replicating RNAs using barcoded EGFP library

Project description:Directed evolution in mammalian cells can facilitate the engineering of mammalian-compatible biomolecules and can enable synthetic evolvability for mammalian cells. We engineered an orthogonal alphaviral RNA replication system to evolve synthetic RNA-based devices, enabling RNA replicase-assisted continuous evolution (REPLACE) in live mammalian cells. To investigate the process of mutation accumulation in REPLACE system, we constructed a repRNA-v4 plasmid library containing 64 barcodes. Using this library, we analyzed the differences in mutation accumulation for different RNAs upon entry into cells, before and after molnupiravir treatment, and before and after FACS sorting. The results demonstrated that these barcoded RNAs undergo similar processes of mutation accumulation, providing evidence that mutations are commonly accumulated across different RNAs.

2024-07-07 | GSE235338 | GEO

RNA-seq of 6 tissues from 10 species to investigate the evolution of gene expression levels in mammalian organs

Project description:Changes in gene expression are thought to underlie many of the phenotypic differences between species. However, large-scale analyses of gene expression evolution were until recently prevented by technological limitations. Here we report the sequencing of polyadenylated RNA from six organs across ten species that represent all major mammalian lineages (placentals, marsupials and monotremes) and birds (the evolutionary outgroup), with the goal of understanding the dynamics of mammalian transcriptome evolution. We show that the rate of gene expression evolution varies among organs, lineages and chromosomes, owing to differences in selective pressures: transcriptome change was slow in nervous tissues and rapid in testes, slower in rodents than in apes and monotremes, and rapid for the X chromosome right after its formation. Although gene expression evolution in mammals was strongly shaped by purifying selection, we identify numerous potentially selectively driven expression switches, which occurred at different rates across lineages and tissues and which probably contributed to the specific organ biology of various mammals. Our transcriptome data provide a valuable resource for functional and evolutionary analyses of mammalian genomes. To study mammalian transcriptome evolution at high resolution, we generated RNA-Seq data (∼3.2 billion Illumina Genome Analyser IIx reads of 76 base pairs) for the polyadenylated RNA fraction of brain (cerebral cortex or whole brain without cerebellum), cerebellum, heart, kidney, liver and testis (usually from one male and one female per somatic tissue and two males for testis) from nine mammalian species: placental mammals (great apes, including humans; rhesus macaque; mouse), marsupials (gray short-tailed opossum) and monotremes (platypus). Corresponding data (∼0.3 billion reads) were generated for a bird (red jungle fowl, a non-domesticated chicken) and used as an evolutionary outgroup.

2011-10-12 | E-GEOD-30352 | biostudies-arrayexpress

Whole genome DNA methylation profile of sperm cells in mammalian species

Project description:DNA methylation in sperm is among the most important factors shaping evolution of the mammalian genome. By directly altering germline mutation rates, the DNA methylation system has shaped the CpG landscape of mammalian genomes, resulting in the CpG island phenomenon. Yet little is known about how this system itself has co-evolved with its substrate during mammalian evolution. We analyzed full-genome single-CpG DNA methylation profiles in sperm from human, chimp, gorilla, rhesus, mouse, rat and dog. Our results point to an evolutionary expansion of the unmethylated portion of mammalian genomes. Within the mutually orthologous genome this trend is driven both by the birth of unmethylated regions and by widening of intervals that are unmethylated in ancestors. We find strikingly divergent global features in rodents. At the same time, we observe the evolutionary emergence of methylome features in mouse sperm bears association with similar pathways to those found in human. Together,these results revealed general principles in mammalian epigenome evolution.

2017-12-14 | GSE79566 | GEO

Conservation of mouse-human trans-regulatory circuitry despite high cis-regulatory divergence

Project description:The basic body plan and major physiological axes have been highly conserved during mammalian evolution, yet only a small fraction of the human genome sequence appears to be subject to evolutionary constraint. To quantify cis- versus trans-acting contributions to mammalian regulatory evolution, we performed genomic DNase I footprinting of the mouse genome across 25 cell and tissue types, collectively defining ~8.6 million transcription factor (TF) occupancy sites at nucleotide resolution. Here we show that mouse TF footprints conjointly encode a regulatory lexicon that is ~95% similar with that derived from human TF footprints. However, only ~20% of mouse TF footprints have human orthologues. Despite substantial turnover of the cis-regulatory landscape, nearly half of all pairwise regulatory interactions connecting mouse TF genes have been maintained in orthologous human cell types through evolutionary innovation of TF recognition sequences. Furthermore, the higher-level organization of mouse TF-to-TF connections into cellular network architectures is nearly identical with human. Our results indicate that evolutionary selection on mammalian gene regulation is targeted chiefly at the level of trans-regulatory circuitry, enabling and potentiating cis-regulatory plasticity. We performed genomic DNase I footprinting of the mouse genome across 25 cell and tissue types, collectively defining ~8.6 million transcription factor (TF) occupancy sites at nucleotide resolution.

2014-11-19 | E-GEOD-51341 | biostudies-arrayexpress

Tracking replication enzymology in vivo by genome-wide mapping of ribonucleotide incorporation

Project description:Multiple DNA polymerases are needed to replicate genetic information. Here we describe the use of ribonucleotide incorporation as a biomarker of replication enzymology in vivo. We find that ribonucleotides are incorporated into the yeast nuclear genome in replicase specific and strand-specific patterns that identify replication origins and where polymerase switching occurs. Ribonucleotide density varies across the genome as a function of the replicase, base, local sequence and proximity to nucleosomes and transcription start sites. Ribonucleotides are present in one strand at high densityat mitochondrial replication origins, implying unidirectional replication of a circular genome. The evolutionary conservation of the enzymes that incorporate and process ribonucleotides in DNA suggests that the use of ribonucleotides as biomarkers of DNA synthesis in cells will have widespread applicability. Mapping genomic ribonucleotides in 14 Saccharomyces cerevisiae strains (seven DNA polymerase backgrounds, with or without RNH201), via HydEn-seq (end sequencing of genomic fragments generated by alkaline hydrolysis).

2015-01-26 | E-GEOD-62181 | biostudies-arrayexpress

The evolution of gene expression levels in mammalian organs

2011-10-13 | GSE30352 | GEO

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