Gene expression analysis using single molecule detection

Recent developments of single molecule detection techniques and in particular the introduction of fluorescence correlation spectroscopy (FCS) led to a number of important applications in biological research. We present a unique approach for the gene expression analysis using dual-color cross-correlation. The expression assay is based on gene-specific hybridization of two dye-labeled DNA probes to a selected target gene. The counting of the dual-labeled molecules within the solution allows the quantification of the expressed gene copies in absolute numbers. As detection and analysis by FCS can be performed at the level of single molecules, there is no need for any type of amplification. We describe the gene expression assay and present data demonstrating the capacity of this novel technology. In order to prove the gene specificity, we performed experiments with gene-depleted total cDNA. The biological application was demonstrated by quantifying selected high, medium and low abundant genes in cDNA prepared from HL-60 cells.     

Gene targeting in plants

Although the generation of transgenic plants is now routine, the integration of foreign genetic information has so far been at random sites in the genome. We now present evidence for directed integration into a predicted location in the host plant genome. Protoplasts of transgenic tobacco (Nicotiana tabaccum) plants carrying copies of a partial, non-functional drug-resistance gene in the nuclear DNA were used as recipients for DNA molecules containing the missing part of the gene. Molecular and genetic data confirm the integration of the foreign DNA through homologous recombination within overlapping parts of the protein coding region, resulting in the formation of an active gene in the host chromosome. This approach is referred to as gene targeting. The gene targeting frequency (the number of drug-resistant clones resulting from gene correction compared to the number of resistant clones from parallel experiments with a similar non-interrupted hybrid gene) was 0.5-4.2×10^-4. These experiments demonstrate the possibility of producing transgenic plants with desired modifications to a specific nuclear gene.     

Gene copy number variation and its significance in cyanobacterial phylogeny

ABSTRACT: BACKGROUND: In eukaryotes, variation in gene copy numbers is often associated with deleterious effects, but may also have positive effects. For prokaryotes, studies on gene copy number variation are rare. Previous studies have suggested that high numbers of rRNA gene copies can be advantageous in environments with changing resource availability, but further association of gene copies and phenotypic traits are not documented. We used one of the morphologically most diverse prokaryotic phyla to test whether numbers of gene copies are associated with levels of cell differentiation. RESULTS: We implemented a search algorithm that identified 44 genes with highly conserved copies across 22 fully sequenced cyanobacterial taxa. For two very basal cyanobacterial species, Gloeobacter violaceus and a thermophilic Synechococcus species, distinct phylogenetic positions previously found were supported by identical protein coding gene copy numbers. Furthermore, we found that increased ribosomal gene copy numbers showed a strong correlation to cyanobacteria capable of terminal cell differentiation. Additionally, we detected extremely low variation of 16S rRNA sequence copies within the cyanobacteria. We compared our results for 16S rRNA to three other eubacterial phyla (Chroroflexi, Spirochaetes and Bacteroidetes). Based on Bayesian phylogenetic inference and the comparisons of genetic istances, we could confirm that cyanobacterial 16S rRNA paralogs and orthologs show significantly stronger conservation than found in other eubacterial phyla. Conclusions: A higher number of ribosomal operons could potentially provide an advantage to terminally differentiated cyanobacteria. Furthermore, we suggest that 16S rRNA gene copies in cyanobacteria are homogenized by both concerted evolution and purifying selection. In addition, the small ribosomal subunit in cyanobacteria appears to evolve at extraordinary slow evolutionary rates, an observation that has been made previously for morphological characteristics of cyanobacteria.     

Ectopic Integration of Transforming DNA Is Rare among Neurospora Transformants Selected for Gene Replacement

In a variety of organisms, DNA-mediated transformation experiments commonly produce transformants with multiple copies of the transforming DNA, including both selected and unselected molecules. Such ``cotransformants' are much more common than expected from the individual transformation frequencies, suggesting that subpopulations of cells, or nuclei, are particularly competent for transformation. We found that Neurospora crassa transformants selected for gene replacement at the am gene had not efficiently incorporated additional DNA, suggesting that nuclei that undergo transformation by homologous recombination are not highly competent at integration of DNA by illegitimate recombination. Spheroplasts were treated with DNA fragments homologous to am and with an Escherichia coli hph plasmid. Transformants were initially selected for hph (hygromycin(R)), allowed to conidiate to generate homokaryons and then selected for either Am(-) (gene replacements) or hph. Surprisingly, most am replacement strains were hygromycin(S) (124/140) and carried no extraneous DNA (116/140). Most transformants selected for hph also had ectopic copies of am DNA and/or multiple copies of hph sequences (32/35), generally at multiple sites, confirming that efficient cotransformation could occur. To test the implication that cotransformation involving gene replacement and ectopic integration is rare, we compared the yields of am replacement strains with or without prior selection for hph. The initial selection did not appreciably help (or hinder) recovery of strains with replacements.     

Stochastic Models of Gene Expression with Delayed Degradation

In many biochemical reactions occurring in living cells, number of various molecules might be low which results in significant stochastic fluctuations. In addition, most reactions are not instantaneous, there exist natural time delays in the evolution of cell states. It is a challenge to develop a systematic and rigorous treatment of stochastic dynamics with time delays and to investigate combined effects of stochasticity and delays in concrete models.We propose a new methodology to deal with time delays in biological systems and apply it to simple models of gene expression with delayed degradation. We show that time delay of protein degradation does not cause oscillations as it was recently argued. It follows from our rigorous analysis that one should look for different mechanisms responsible for oscillations observed in biological experiments.We develop a systematic analytical treatment of stochastic models of time delays. Specifically we take into account that some reactions, for example degradation, are consuming, that is: once molecules start to degrade they cannot be part in other degradation processes.We introduce an auxiliary stochastic process and calculate analytically the variance and the autocorrelation function of the number of protein molecules in stationary states in basic models of delayed protein degradation.     

Patterns of integration of DNA microinjected into cultured mammalian cells: evidence for homologous recombination between injected plasmid DNA molecules.

We examined the fate of DNA microinjected into nuclei of cultured mammalian cells. The sequence composition and the physical form of the vector carrying the selectable gene affected the efficiency of DNA-mediated transformation. Introduction of sequences near the simian virus 40 origin of DNA replication or in the long terminal repeat of avian sarcoma provirus into a recombinant plasmid containing the herpes simplex virus thymidine kinase gene. (pBR322/HSV-tk) enhanced the frequency of transformation of LMtk- and RAT-2tk- cells to the TK+ phenotype 20- to 40-fold. In cells receiving injections of only a few plasmid DNA molecules, the transformation frequency was 40-fold higher after injection of linear molecules than after injection of supercoiled molecules. By controlling the number of gene copies injected into a recipient cell, we could obtain transformants containing a single copy or as many as 50 to 100 copies of the selectable gene. Multiple copies of the transforming gene were not scattered throughout the host genome but were integrated as a concatemer at one or a very few sites in the host chromosome. Independent transformants contained the donated genes in different chromosomes. The orientation of the gene copies within the concatemer was not random; rather, the copies were organized as tandem head-to-tail arrays. By analyzing transformants obtained by coinjecting two vectors which were identical except that in one a portion of the vector was inverted, we were able to conclude that the head-to-tail concatemers were generated predominantly by homologous recombination. Surprisingly, these head-to-tail concatemers were found in transformants obtained by injecting either supercoiled or linear plasmid DNA. Even though we demonstrated that cultured mammalian cells contain the enzymes for ligating two DNA molecules very efficiently irrespective of the sequences or topology at their ends, we found that even linear plasmid DNA was recruited into the concatemer by homologous recombination.     

Dosage-Dependent Gene Expression from Direct Repeat Locus in Rice Developed by Site-Specific Gene Integration

In the standard plant transformation practice, transgene copy number is often inversely correlated with transgene expression. As the integration locus generated by standard methods is mostly complex, consisting of both full-length and partial copies arranged in direct or inverted repeat configurations, it is difficult to parse the effect of copy number and locus structure. To clearly study the effect of transgene copy number on gene expression, it is important to control the locus structure and integrate full-length copies. In this study, the effect of transgene copy number on transgene expression in plant cells was determined using rice callus as a model. To generate full-length integrations, Cre-lox-mediated site-specific gene integration method was used. Transgenic rice lines consisting of one to three copies of β-glucuronidase or green fluorescent protein genes were developed. Site-specific integration lines were characterized and subjected to expression analysis. Lines containing two or three copies of either reporter genes displayed 2–4 times higher expression compared to the single-copy lines. Therefore, dosage-dependent transgene expression can be obtained by integrating full-length copies, and site-specific gene integration approach can serve as an efficient tool for generating precise multi-copy integrations.     

Gene duplication and mobile genetic elements in the morning glories

We review gene duplication and subsequent structural and functional divergence in the anthocyanin biosynthesis genes in the Japanese and common morning glories and discuss their evolutionary implications. These plants appear to contain at least six copies of the CHS gene and three tandem copies of the DFR gene. Of these, the CHS-D and DFR-B genes are mainly responsible for flower pigmentation and mutations in these genes confer white flowers. We compared the genomic sequences of these duplicated genes between the two morning glories and found small mobile element-like sequences (MELSs) and direct repeats (DRs) in introns and intergenic regions. The results indicate that the MELS elements and DRs play significant roles in divergence after gene duplication. We also discuss DNA rearrangements occurring before and after speciation of these morning glories. DNA transposable elements belonging to the Ac/Ds or En/Spm families have acted as major spontaneous mutagens in these morning glories. We also describe the structural features of the first Mu-related element found in the morning glories and polymorphisms found in the same species.     

The Male Sterility-Associated Pcf Gene and the Normal Atp9-1 Gene in Petunia Are Located on Different Mitochondrial DNA Molecules

A mitochondrial DNA (mtDNA) region termed the S-pcf locus has previously been correlated with cytoplasmic male sterility (CMS) in Petunia. In order to understand the relationship of the S-pcf locus to homologous sequences found elsewhere in mtDNAs of both CMS and fertile lines, the structure of the mitochondrial genome of CMS Petunia line 3688 was determined by cosmid walking. The S-pcf locus, which includes the only copies of genes for NADH dehydrogenase subunit 3 (nad3) and small ribosomal subunit protein 12 (rps12) was found to be located on a circular map of 396 kb, while a second almost identical circular map of 407 kb carries the only copies of the genes for 18S and 5S rRNA (rrn18 and rrn5), the only copy of a conserved unidentified gene (orf25), and the only known functional copy of atp9. Three different copies of a recombination repeat were found in six genomic environments, predicting sub-genomic circles of 277, 266 and 130 kb. The ratio of atp9 to S-pcf mtDNA sequences was approximately 1.5 to 1, indicating that sub-genomic molecules carrying these genes differ in abundance. Comparison of the mtDNA organization of the CMS line with that of the master circle of fertile Petunia line 3704 reveals numerous changes in order and orientation of ten different sectors.     

Gene conversion drives GC content evolution in mammalian histones

To examine the evolutionary influence of gene conversion on DNA base composition, I analysed an exhaustive dataset of histone paralogous genes from human and mouse. I show that those gene copies that belong to subfamilies of very similar sequences (presumably undergoing gene conversion) have a higher GC content than unique gene copies (presumably not undergoing gene conversion). Thus, it seems that gene conversion is a biased process that tends to increase the DNA GC content, a conclusion that has implications for the evolution of isochores in vertebrates.     

Establishing Informative Prior for Gene Expression Variance from Public Databases

Identifying differential expressed genes across various conditions or genotypes is the most typical approach to studying the regulation of gene expression. An estimate of gene-specific variance is often needed for the assessment of statistical significance in most differential expression (DE) detection methods, including linear models (e.g., for transformed and normalized microarray data) and generalized linear models (e.g., for count data in RNAseq). Due to a common limit in sample size, the variance estimate is often unstable in small experiments. Shrinkage estimates using empirical Bayes methods have proven useful in improving the variance estimate, hence improving the detection of DE. The most widely used empirical Bayes methods borrow information across genes within the same experiments. In these methods, genes are considered exchangeable or exchangeable conditioning on expression level. We propose, with the increasing accumulation of expression data, borrowing information from historical data on the same gene can provide better estimate of gene-specific variance, thus further improve DE detection. Specifically, we show that the variation of gene expression is truly gene-specific and reproducible between different experiments. We present a new method to establish informative gene-specific prior on the variance of expression using existing public data, and illustrate how to shrink the variance estimate and detect DE. We demonstrate improvement in DE detection under our strategy compared to leading DE detection methods.     

Telomeres inhibit end to end fusion and enhance maintenance of linear DNA molecules injected into the Paramecium primaurelia macronucleus.

Direct injection into the macronucleus of Paramecium tetraurelia of DNA molecules coding for the A-antigen leads to expression of the gene and autonomous replication. When injected into Paramecium primaurelia DNA from probably any origin, procaryote or eucaryote, can replicate as linear telomerized molecules and the number of copies maintained can be very high (up to 20000 copies). We present here evidence that if the injected linear DNA molecules harbour preexisting telomeres at both extremities they are protected from degradation, the number of DNA molecules maintained being 15- to 30-fold higher than if the molecules are injected without telomeres. Some of the injected molecules replicate as multimers, but, only when the fused ends are devoid of preexisting telomeric repeats.     

Gene families encode the major encystment-specific proteins of Physarum polycephalum plasmodia

The encystment of Physarum polycephalum plasmodia, also called spherulation, involves the synthesis of many specific mRNAs and proteins. Most of these molecules accumulate at the onset of the major morphological and physiological changes typical of this differentiation pathway and are not present during the other two transitions leading to dormancy in Physarum, namely sporulation and encystment of amoebae. The nucleotide sequences of apparently full-length cDNA copies of the four major encystment-specific mRNAs were determined. The four sequences included the entire coding regions and at least 26 nucleotides of the 5'-nontranscribed leaders. The encoded proteins were named spherulins. We found that spherulins 1a and 1b are 81% homologous and are thus members of a gene family. They both possess putative signal peptides and N-glycosylation sites, suggesting that they are cell-wall glycoproteins. Spherulin 2a and spherulin 3a are non-homologous proteins. The absence of signal peptides suggests that they are intracellular structural proteins. Low-stringency Southern hybridizations showed that each also belongs to a two-member gene family.     

Gene amplification in Bacillus subtilis

A strain of Bacillus subtilis that carries in its genome a staphylococcal chloramphenicol acetyltransferase gene (from pC194) responds to growth at different concentrations of chloramphenicol by an alteration in the number of copies per genome of the sequences encoding the gene. Growth at 20 micrograms chloramphenicol ml-1 results in a 15-fold amplification of the sequences, whereas growth in the absence of chloramphenicol results in their loss. The mechanism of in situ amplification probably has much in common with that involved in 'R factor transitioning'. The hybridization procedures that have been used for accurately determining the number of copies of the amplified DNA sequences are potentially useful for plasmid copy number determination. The findings reported here also provide a potentially useful alternative to more conventional cloning strategies that are based on autonomous plasmids in B. subtilis. The particular advantages that can be envisaged include enhanced stability of the cloned sequences and control of the number of copies that are present.     

Gene Classification Using Codon Usage and Support Vector Machines

Abstract-- A novel approach for gene classification, which adopts codon usage bias as input feature vector for classification by support vector machines (SVM) is proposed. The DNA sequence is first converted to a 59-dimensional feature vector where each element corresponds to the relative synonymous usage frequency of a codon. As the input to the classifier is independent of sequence length and variance, our approach is useful when the sequences to be classified are of different lengths, a condition that homology-based methods tend to fail. The method is demonstrated by using 1,841 Human Leukocyte Antigen (HLA) sequences which are classified into two major classes: HLA-I and HLA-II; each major class is further subdivided into sub-groups of HLA-I and HLA-II molecules. Using codon usage frequencies, binary SVM achieved accuracy rate of 99.3% for HLA major class classification and multi-class SVM achieved accuracy rates of 99.73% and 98.38% for sub-class classification of HLA-I and HLA-II molecules, respectively. The results show that gene classification based on codon usage bias is consistent with the molecular structures and biological functions of HLA molecules.     

Tandem repeats of the 5' non-transcribed spacer of Tetrahymena rDNA function as high copy number autonomous replicons in the macronucleus but do not prevent rRNA gene dosage regulation.

The rRNA genes in the somatic macronucleus of Tetrahymena thermophila are normally on 21 kb linear palindromic molecules (rDNA). We examined the effect on rRNA gene dosage of transforming T.thermophila macronuclei with plasmid constructs containing a pair of tandemly repeated rDNA replication origin regions unlinked to the rRNA gene. A significant proportion of the plasmid sequences were maintained as high copy circular molecules, eventually consisting solely of tandem arrays of origin regions. As reported previously for cells transformed by a construct in which the same tandem rDNA origins were linked to the rRNA gene [Yu, G.-L. and Blackburn, E. H. (1990) Mol. Cell. Biol., 10, 2070-2080], origin sequences recombined to form linear molecules bearing several tandem repeats of the origin region, as well as rRNA genes. The total number of rDNA origin sequences eventually exceeded rRNA gene copies by approximately 20- to 40-fold and the number of circular replicons carrying only rDNA origin sequences exceeded rRNA gene copies by 2- to 3-fold. However, the rRNA gene dosage was unchanged. Hence, simply monitoring the total number of rDNA origin regions is not sufficient to regulate rRNA gene copy number.     

Gene Dosage and the Expression of Electrophoretic Patterns in Heteroploid Mouse Cell Lines

Spontaneously transformed mouse cell lines heterozygous for electrophoretic markers have been studied to determine the relationship between gene dosage and phenotype. It is shown that a clone with an electrophoretic pattern for glucosephosphate isomerase of three bands in a ratio of 4A:4AB:1B contains three copies of chromosome 7, which carries the gene for this enzyme. A clone from a different line with a pattern of three bands in a ratio of 1A:6AB:9B for NADP-isocitrate dehydrogenase has four copies of the chromosome carrying this gene or three copies plus a rearrangement which apparently involves this chromosome. These results show that all of the alleles for each enzyme are expressed to an equal extent in these cells.