5-azacytidine induces transcriptome changes in Escherichia coli via DNA methylation-dependent and DNA methylation-independent mechanisms.

BACKGROUND: Escherichia coli K-12 strains contain DNA cytosine methyltransferase (Dcm), which generates 5-methylcytosine at 5'CCWGG3' sites. Although the role of 5-methylcytosine in eukaryotic gene expression is relatively well described, the role of 5-methylcytosine in bacterial gene expression is largely unknown. RESULTS: To identify genes that are controlled by 5-methylcytosine in E. coli, we compared the transcriptomes of cells grown in the absence and presence of the DNA methylation inhibitor 5-azacytidine. We observed expression changes for 63 genes. The majority of the gene expression changes occurred at early stationary phase and were up-regulations. To identify gene expression changes due to a loss of DNA methylation, we compared the expression of selected genes in a wild-type and dcm knockout strain via reverse transcription quantitative PCR. CONCLUSIONS: Our data indicate that 5-azacytidine can influence gene expression by at least two distinct mechanisms: DNA methylation loss and a mechanism that is independent of DNA methylation loss. In addition, we have identified new targets of 5-methylcytosine-mediated regulation of gene expression. In summary, our data indicate that 5-azacytidine impacts the composition of the bacterial transcriptome, and the primary effect is increased gene expression at early stationary phase.

A role for a Trypanosoma brucei cytosine RNA methyltransferase homolog in ribosomal RNA processing.

In Trypanosoma brucei, gene expression is primarily regulated posttranscriptionally making RNA metabolism critical. T. brucei has an epitranscriptome containing modified RNA bases. Yet, the identity of the enzymes catalyzing modified RNA base addition and the functions of the enzymes and modifications remain unclear. Homology searches indicate the presence of numerous T. brucei cytosine RNA methyltransferase homologs. One such homolog, TbNop2 was studied in detail. TbNop2 contains the six highly conserved motifs found in cytosine RNA methyltransferases and is evolutionarily related to the Nop2 protein family required for rRNA modification and processing. RNAi experiments targeting TbNop2 resulted in reduced levels of TbNop2 RNA and protein, and a cessation of parasite growth. Next generation sequencing of bisulfite-treated RNA (BS-seq) detected the presence of two methylation sites in the large rRNA; yet TbNop2 RNAi did not result in a significant reduction of methylation. However, TbNop2 RNAi resulted in the retention of 28S internal transcribed spacer RNAs, indicating a role for TbNop2 in rRNA processing.

An undergraduate laboratory to detect viruses in human DNA samples using qPCR.

The COVID-19 pandemic has necessitated the need to reliably detect the presence of viral genomes in human clinical samples. The most accurate viral tests involve the use of qPCR. Thus, it is important for students to understand the mechanism to detect viral genomes by qPCR including critical qPCR controls and how to properly interpret qPCR data. Herein, we describe a 2-week undergraduate laboratory to detect a viral genome in a human DNA sample. The strategy follows a SARS-CoV-2 qPCR test in numerous ways. Students are provided isolated DNA representing a mock human patient sample, and determine if a viral genome (bacteriophage lambda) is present using qPCR. A battery of control samples and patient pooling strategies are utilized. The laboratory exercise is successful based on high rates of student success in detecting viral genomes, pre-quiz and post-quiz assessments focusing on viral qPCR testing, and positive student comments.

An Undergraduate Laboratory Exploring Mutational Mechanisms in Escherichia coli Based on the Luria-Delbrück Experiment.

Understanding the mechanism for DNA mutations is a key concept in most genetics and microbiology courses. In addition, understanding that most mutations occur prior to exposure to selection is an important yet often difficult concept for students to grasp. We developed an undergraduate laboratory activity on mutation mechanisms based on the classic experiment from Luria and Delbrück. The activity uses Escherichia coli as the model organism and the antibiotic streptomycin for selection. Students gain hands-on experience with an important experiment in genetics, and the laboratory contains an investigative component in having students calculate mutation rate for streptomycin resistance and in having the students design a follow-up experiment. E. coli has a knockout collection available, and we used a wild-type strain and a ΔmutS strain in the laboratory exercise. The ΔmutS strain is missing an enzyme in the mismatch repair pathway, and students calculate and compare the mutation rate and frequency for both the wild type and the knockout strain. Assessment of student learning showed that students had a significant gain in understanding of mutational mechanisms. An optional, additional experiment involving PCR and DNA sequencing of streptomycin-resistant mutants is also presented.

Patterns of gene-specific and total transcriptional activity during the Plasmodium falciparum intraerythrocytic developmental cycle.

The relationships among gene regulatory mechanisms in the malaria parasite Plasmodium falciparum throughout its asexual intraerythrocytic developmental cycle (IDC) remain poorly understood. To investigate the level and nature of transcriptional activity and its role in controlling gene expression during the IDC, we performed nuclear run-on on whole-transcriptome samples from time points throughout the IDC and found a peak in RNA polymerase II-dependent transcriptional activity related to both the number of nuclei per parasite and variable transcriptional activity per nucleus over time. These differential total transcriptional activity levels allowed the calculation of the absolute transcriptional activities of individual genes from gene-specific nuclear run-on hybridization data. For half of the genes analyzed, sense-strand transcriptional activity peaked at the same time point as total activity. The antisense strands of several genes were substantially transcribed. Comparison of the transcriptional activity of the sense strand of each gene to its steady-state RNA abundance across the time points assayed revealed both correlations and discrepancies, implying transcriptional and posttranscriptional regulation, respectively. Our results demonstrate that such comparisons can effectively indicate gene regulatory mechanisms in P. falciparum and suggest that genes with diverse transcriptional activity levels and patterns combine to produce total transcriptional activity levels tied to parasite development during the IDC.

DNA cytosine methyltransferase enhances viability during prolonged stationary phase in Escherichia coli.

In Escherichia coli, DNA cytosine methyltransferase (Dcm) methylates the second cytosine in the sequence 5'CCWGG3' generating 5-methylcytosine. Dcm is not associated with a cognate restriction enzyme, suggesting Dcm impacts facets of bacterial physiology outside of restriction-modification systems. Other than gene expression changes, there are few phenotypes that have been identified in strains with natural or engineered Dcm loss, and thus Dcm function has remained an enigma. Herein, we demonstrate that Dcm does not impact bacterial growth under optimal and selected stress conditions. However, Dcm does impact viability in long-term stationary phase competition experiments. Dcm+ cells outcompete cells lacking dcm under different conditions. Dcm knockout cells have more RpoS-dependent HPII catalase activity than wild-type cells. Thus, the impact of Dcm on stationary phase may involve changes in RpoS activity. Overall, our data reveal a new role for Dcm during long-term stationary phase.

African trypanosomes contain 5-methylcytosine in nuclear DNA.

It is currently unclear if there are modified DNA bases in Trypanosoma brucei other than J-base. We identify herein a cytosine-5 DNA methyltransferase gene and report the presence and location of 5-methylcytosine in genomic DNA. Our data demonstrate that African trypanosomes contain a functional cytosine DNA methylation pathway.

An undergraduate laboratory on RNA sequencing analysis of bacterial gene expression.

Next generation sequencing has revolutionized molecular biology and has provided a mechanism for rapid DNA and RNA sequence analysis. Yet, there are few resources to introduce next generation sequencing into the undergraduate biochemistry and molecular biology curriculum. Herein, we describe the design, execution, and assessment of a four-week laboratory for junior and senior undergraduate students that focuses on bacterial gene expression changes detected by RNA sequencing (RNA-seq). In the laboratory, students analyze a bacterial RNA-seq dataset in detail and answer questions relating to the impact of DNA methylation on bacterial gene expression. In addition, students confirm key results from the RNA-seq dataset using qRT-PCR and compare their results to similar experiments in the literature. A major strength of the laboratory is the ability of students to analyze raw RNA-seq data. In addition, another strength of the laboratory is the utilization of both dry approaches (informatics and statistics) and wet approaches (RNA isolation, cDNA synthesis, and qRT-PCR) to answer bacterial gene expression questions. Assessment of the laboratory indicates that significant learning gains were achieved with respect to next generation sequencing and RNA-seq. We expect that the laboratory will be a valuable resource as is, or via modification with other datasets and projects. © 2019 International Union of Biochemistry and Molecular Biology, 47(2): 161-167, 2019.

Antisense RNA and RNAi in protozoan parasites: working hard or hardly working?

The complex life cycles of many protozoan parasites require the ability to respond to environmental and developmental cues through regulated gene expression. Traditionally, parasitologists have investigated these mechanisms by identifying and characterizing proteins that are necessary for the regulated expression of the genetic material. Although often successful, it is clear that protein-mediated gene regulation is only part of a complex story in which RNA itself is endowed with regulatory functions. Herein, we review both the known and potential regulatory roles of two types of RNA pathways within protozoan parasites: the RNA interference pathway and natural antisense transcripts. A better understanding of the native role of these pathways will not only enhance our understanding of the biology of these organisms but also aid in the development of more robust tools for reverse genetic analysis in this post-genomic era.

Regulatory motifs uncovered among gene expression clusters in Plasmodium falciparum.

Control of gene expression is poorly understood in the Plasmodium system, where relatively few homologues to known eukaryotic transcription factors have been uncovered. Recent evidence suggests that the parasite may utilize a combinatorial mode of gene regulation, with multiple cis-acting sequences contributing to overall activity at individual promoters [1]. To further probe this mechanism of control, we first searched for over-represented sequence motifs among gene clusters sharing similar expression profiles in Plasmodium falciparum. More specifically, we applied bioinformatic tools to a previously characterized micro-array data set from drug-treated asexual stage cultures (Gunasekera et al., submitted). Cluster analysis of 600 drug responsive genes identified only a single 5' motif, GAGAGAA. Two additional 5' motifs, ACTATAAAGA and TGCAC, were also shared among loci displaying patterns of coordinate expression across varying asexual growth stages. Secondly and most importantly, the functional relevance of each motif was tested in two independent assays-transient transfection and gel-retardation experiments. The GAGAGAA and TGCAC motifs were both active in the former. The GAGAGAA and ACTATAAAGA elements formed specific RNA-protein, but not DNA-protein complexes in gel shift assays, suggesting a key level of control at the RNA level. This is the first report of functionally characterized motifs in P. falciparum that were uncovered following clustering analysis of its asexual stage transcriptome. Together, both the bioinformatic and functional data reported here imply that multiple forms of gene regulation, including post-transcriptional control, may be important in the malarial system.

Discovery of Escherichia coli CRISPR sequences in an undergraduate laboratory.

Clustered regularly interspaced short palindromic repeats (CRISPRs) represent a novel type of adaptive immune system found in eubacteria and archaebacteria. CRISPRs have recently generated a lot of attention due to their unique ability to catalog foreign nucleic acids, their ability to destroy foreign nucleic acids in a mechanism that shares some similarity to RNA interference, and the ability to utilize reconstituted CRISPR systems for genome editing in numerous organisms. In order to introduce CRISPR biology into an undergraduate upper-level laboratory, a five-week set of exercises was designed to allow students to examine the CRISPR status of uncharacterized Escherichia coli strains and to allow the discovery of new repeats and spacers. Students started the project by isolating genomic DNA from E. coli and amplifying the iap CRISPR locus using the polymerase chain reaction (PCR). The PCR products were analyzed by Sanger DNA sequencing, and the sequences were examined for the presence of CRISPR repeat sequences. The regions between the repeats, the spacers, were extracted and analyzed with BLASTN searches. Overall, CRISPR loci were sequenced from several previously uncharacterized E. coli strains and one E. coli K-12 strain. Sanger DNA sequencing resulted in the discovery of 36 spacer sequences and their corresponding surrounding repeat sequences. Five of the spacers were homologous to foreign (non-E. coli) DNA. Assessment of the laboratory indicates that improvements were made in the ability of students to answer questions relating to the structure and function of CRISPRs. Future directions of the laboratory are presented and discussed. © 2016 by The International Union of Biochemistry and Molecular Biology, 45(3):262-269, 2017.

Blue genes: An integrative laboratory to differentiate genetic transformation from gene mutation for underclassmen.

The ability of students to understand the relationship between genotype and phenotype, and the mechanisms by which genotypes and phenotypes can change is essential for students studying genetics. To this end, we have developed a four-week laboratory called Blue Genes, which is designed to help novice students discriminate between two mechanisms by which the genetic material can be altered: genetic transformation and gene mutation. In the first week of the laboratory, students incubate a plasmid DNA with calcium chloride-treated Escherichia coli JM109 cells and observe a phenotype change from ampicillin sensitive to ampicillin resistant and from white color to blue color on plates containing 5-bromo-4-chloro-3-indolyl-ß-D-galactopyranoside (X-gal) and isopropyl ß-D-thiogalactopyranoside (IPTG). Over the course of the next three weeks, students use a battery of approaches including plasmid DNA isolation experiments, restriction maps, and PCR to differentiate between mutation and transformation. The students ultimately come to the conclusion that the changes in phenotypes are due to genetic transformation and not mutation based on the evidence generated over the four-week period. Pre-laboratory tests and post-laboratory tests indicate that this set of exercises is successful in helping students differentiate between transformation and mutation. The laboratory is designed for underclassmen and is a good prerequisite for an apprentice-based research opportunity, although it is not designed as a class based research experience. Potential modifications and future directions of the laboratory based upon student experiences and assessment are presented.

Identification of regulatory elements in the Plasmodium falciparum genome.

There is little information regarding regulatory sequences in the newly sequenced genome of the malaria parasite, Plasmodium falciparum. Thus, for the first time, a bioinformatic strategy was utilized to identify regulatory elements in this genome using the P. falciparum heat shock protein (hsp) gene family as a model system. Our analysis indicates that the P. falciparum hsp genes do not contain standard eukaryotic regulatory elements. However, a novel G-rich regulatory element named the G-box was identified upstream of several P. falciparum hsp genes and the P. yoelii yoelii, P. berghei, and P. vivax hsp86 genes. Remarkably, the Plasmodium sp. G-boxes were required for maximal reporter gene expression in transient transfection assays. The G-box is not homologous to known eukaryotic elements, and is the best-defined functional element elucidated from Plasmodium sp. Our analysis also revealed several other elements necessary for reporter gene expression including an upstream sequence element, the region surrounding the transcription start site, and the 5' and 3' untranslated regions. These data demonstrate that unique regulatory elements are conserved in the genomes of Plasmodium sp., and demonstrate the feasibility of bioinformatic approaches for their identification.

Cytosine DNA methylation influences drug resistance in Escherichia coli through increased sugE expression.

Escherichia coli K-12 strains contain the orphan cytosine-5 DNA methyltransferase enzyme Dcm (DNA cytosine methyltransferase). Two recent reports indicate that Dcm has an influence on stationary phase gene expression in E. coli. Herein, we demonstrate that dcm knockout cells overexpress the drug resistance transporter SugE, which has been linked to ethidium bromide (ETBR) resistance. SugE expression also increased in the presence of the DNA methylation inhibitor 5-azacytidine, suggesting that Dcm-mediated DNA methylation normally represses sugE expression. The effect of Dcm on sugE expression is primarily restricted to early stationary phase, and RpoS is required for robust sugE expression. Dcm knockout cells are more resistant to ETBR than wild-type cells, and complementation with a plasmid-borne dcm gene restores ETBR sensitivity. SugE knockout cells are more sensitive to ETBR than wild-type cells. These data indicate that Dcm influences the sensitivity to an antimicrobial compound through changes in gene expression.

A map of 5-methylcytosine residues in Trypanosoma brucei tRNA revealed by sodium bisulfite sequencing.

In protozoan parasites, there is little information on the presence of covalent RNA modifications which comprise the epitranscriptome. Therefore, we determined if T. brucei tRNA(Asp(GUC)), tRNA(Gly(GCC)), tRNA(Val(AAC)), and tRNA(Tyr(GUA)) contain 5-methylcytosines via RNA bisulfite sequencing. Most tRNAs examined have at least one 5-methylcytosine at the variable region-TψC junction. Only tRNA(Gly(GCC)) displayed methylation of C40 in the anticodon stem, and there was partial methylation at this site. There is no evidence for methylation of C38 in the anticodon loop in the tRNAs analyzed. Analysis of tRNA(Tyr(GUA)) demonstrates that both unspliced and spliced molecules contain C48 methylation, indicating tRNA cytosine methylation can precede tRNA splicing. Overall, our data indicate that T. brucei tRNAs contain 5-methylcytosine residues in some, but potentially not all standard eukaryotic positions. The levels of cytosine methylation of different T. brucei tRNAs vary, suggesting the presence of a mechanism for methylation control.

Studying epigenetic DNA modifications in undergraduate laboratories using complementary bioinformatic and molecular approaches.

Epigenetic inheritance is the inheritance of genetic information that is not based on DNA sequence alone. One type of epigenetic information that has come to the forefront in the last few years is modified DNA bases. The most common modified DNA base in nature is 5-methylcytosine. Herein, we describe a laboratory experiment that combines bioinformatic and molecular approaches to study the presence and abundance of 5-methylcytosine in different organisms. Students were originally provided with the protein sequence of the Xenopus laevis DNMT1 cytosine-5 DNA methyltransferase and used BLASTP searches to detect the presence of protein orthologs in the genomes of several organisms including Homo sapiens, Mus musculus, Plasmodium falciparum, Drosophila melanogaster, Saccharomyces cerevisiae, Arabidopsis thaliana, and Caenorhabditis elegans. Students generated hypotheses regarding the presence and abundance of 5-methylcytosine in these organisms based on their bioinformatics data, and directly tested their predictions on a subset of DNAs using restriction enzyme isoschizomer assays. A southern blotting assay to answer the same question is also presented. In addition to exposure to the field of epigenetics, the strengths of the laboratory are students are able to make predictions using bioinformatic tools and quickly test them in the laboratory. In addition, students are exposed to two potential misinterpretations of bioinformatic search data. The laboratory is easily modified to incorporate outside research interests in epigenetics.

Conservation of Dcm-mediated cytosine DNA methylation in Escherichia coli.

In Escherichia coli, cytosine DNA methylation is catalyzed by the DNA cytosine methyltransferase (Dcm) protein and occurs at the second cytosine in the sequence 5'CCWGG3'. Although the presence of cytosine DNA methylation was reported over 35 years ago, the biological role of 5-methylcytosine in E. coli remains unclear. To gain insight into the role of cytosine DNA methylation in E. coli, we (1) screened the 72 strains of the ECOR collection and 90 recently isolated environmental samples for the presence of the full-length dcm gene using the polymerase chain reaction; (2) examined the same strains for the presence of 5-methylcytosine at 5'CCWGG3' sites using a restriction enzyme isoschizomer digestion assay; and (3) quantified the levels of 5-methyl-2'-deoxycytidine in selected strains using liquid chromatography tandem mass spectrometry. Dcm-mediated cytosine DNA methylation is conserved in all 162 strains examined, and the level of 5-methylcytosine ranges from 0.86% to 1.30% of the cytosines. We also demonstrate that Dcm reduces the expression of ribosomal protein genes during stationary phase, and this may explain the highly conserved nature of this DNA modification pathway.

RNA polymerase II synthesizes antisense RNA in Plasmodium falciparum.

The recent identification of antisense RNA in the transcriptomes of many eukaryotes has generated enormous interest. The presence of antisense RNA in Plasmodium falciparum, the causative agent of severe malaria, remains controversial. Elucidation of the mechanism of antisense RNA in P. falciparum synthesis is critical in order to demonstrate the origin and function of these transcripts. Therefore, a systematic analysis of antisense and sense RNA synthesis was performed using direct labeling experiments. Nuclear run on experiments with single-stranded DNA probes demonstrated that antisense RNA is synthesized in the nucleus at several genomic loci. Antisense RNA synthesis is sensitive to the potent RNA polymerase II inhibitor alpha-amanitin. Antisense and sense transcription was also detected in nuclei isolated from synchronized parasites, suggesting concurrent synthesis. In summary, our experiments directly demonstrate that antisense RNA synthesis is a common transcriptional phenomenon in P. falciparum, and is catalyzed by RNA polymerase II.

A new reporter gene for transient transfection of Plasmodium falciparum.

Transfection of Plasmodium falciparum has remained difficult and laborious due to a lack of suitable reporter genes and low transfection efficiency. Therefore, the luciferase gene of Renilla reniformis, a sensitive mammalian reporter gene, was evaluated as a reporter gene in this system. Our studies indicate that the R. reniformis luciferase gene can be expressed in P. falciparum and is easily detected by luminometry. P. falciparum extracts do not contain endogenous R. reniformis luciferase activity, which is essential for its use as a reporter gene in this organism. Moreover, both firefly and R. reniformis luciferase genes can be co-expressed in P. falciparum and their respective enzyme activities can be measured from the same sample. Thus, the R. reniformis luciferase gene can be used as an experimental reporter gene and/or used in conjunction with the firefly luciferase gene where one gene would be used to control transfection efficiency. The R. reniformis luciferase gene thus provides a valuable tool to facilitate transient transfection analysis in P. falciparum.

Polyadenylation regulates the stability of Trypanosoma brucei mitochondrial RNAs.

Polyadenylation of RNAs plays a critical role in modulating rates of RNA turnover and ultimately in controlling gene expression in all systems examined to date. In mitochondria, the precise mechanisms by which RNAs are degraded, including the role of polyadenylation, are not well understood. Our previous in organello pulse-chase experiments suggest that poly(A) tails stimulate degradation of mRNAs in the mitochondria of the protozoan parasite Trypanosoma brucei (Militello, K. T., and Read, L. K. (2000) Mol. Cell. Biol. 21, 731-742). In this report, we developed an in vitro assay to directly examine the effects of specific 3'-sequences on RNA degradation. We found that a salt-extracted mitochondrial membrane fraction preferentially degraded polyadenylated mitochondrially and non-mitochondrially encoded RNAs over their non-adenylated counterparts. A poly(A) tail as short as 5 nucleotides was sufficient to stimulate rapid degradation, although an in vivo tail length of 20 adenosines supported the most rapid decay. A poly(U) extension did not promote rapid RNA degradation, and RNA turnover was slowed by the addition of uridine residues to the poly(A) tail. To stimulate degradation, the poly(A) element must be located at the 3' terminus of the RNA. Finally, we demonstrate that degradation of polyadenylated RNAs occurs in the 3' to 5' direction through the action of a hydrolytic exonuclease. These experiments demonstrate that the poly(A) tail can act as a cis-acting element to facilitate degradation of T. brucei mitochondrial mRNAs.