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PubMed1985

Construction of novel class I histocompatibility antigens by interspecies exon shuffling.

Human and mouse class I histocompatibility antigens share considerable structural homology at both the protein and DNA sequence level. This homology has allowed the production of hybrid class I molecules by the reciprocal exchange of DNA sequences corresponding to equivalent domains of HLA-B7 and either H-2Ld or H-2Dd. It is shown that these genes give rise to protein products that are stably expressed on the surface of murine L cells after DNA-mediated gene transfer. These proteins express only those monoclonal antibody-defined H-2 determinants that are expected based on their genetic construction. The molecules have allowed the localization of a number of polymorphic and monomorphic HLA-specific epitopes. In all but one case, expression of an epitope on a domain does not appear to be influenced by the replacement of adjacent human domains with their murine equivalents, suggesting a considerable degree of structural independence of the domains. Cells expressing the hybrid molecules have also been tested as targets for a panel of HLA-B7-specific cytotoxic T cell clones. The results show that the polymorphic determinants recognized by these clones map to the alpha 1 and alpha 2 domains of the HLA-B7 molecule. No evidence for an influence of species-related amino acid sequence differences in the third extracellular domain on T cell recognition was seen. The results are discussed in light of the proposed domain structure of the class I proteins and the potential use of such molecules for further functional studies.

Animals↗
PubMed1986

Intron-dependent evolution of the nucleotide-binding domains within alcohol dehydrogenase and related enzymes.

It has been suggested that the intron/exon structure of a gene corresponds to its evolutionary history. Accordingly, early in evolution DNA segments encoding short functional polypeptides may have been rearranged (exon-shuffling) to create full-length genes and RNA splicing may have been developed to remove intervening sequences (introns) in order to preserve translational reading frames. A conflicting viewpoint would be that introns were randomly inserted into previously uninterrupted genes after their initial evolutionary development. If so, the sites of introns would be unlikely to consistently reflect the domain structure of the protein. To address this question, the intron/exon structure of the gene encoding human alcohol dehydrogenase (ADH) was determined and compared to the gene structures for other ADHs and related proteins, all of which possess nucleotide-binding domains. Our results indicate that the introns in the nucleotide-binding domains of all the genes examined do indeed fall at positions which separate the short functional polypeptides (i.e. beta strands) which are believed to comprise this domain. We argue that our data is most easily explained by the hypothesis that introns were present in an ancestral nucleotide-binding domain which was later rearranged by exon-shuffling to form the various dehydrogenases and kinases which utilize such a domain.

Alcohol Dehydrogenase↗
PubMed1985

HLA class I genes: from structure to expression, serology and function.

HLA class I genes have been isolated from phage and cosmid libraries and assayed by transfection into murine L cells. The transfection step proved to be very important because of the large number of genes (and pseudogenes) in this family. All functional genes characterized so far in this way are "classical" class I genes, i.e. members of the HLA-A, -B or -C families. Three of these have been sequenced (HLA-A3, -Aw24; HLA-Cw3) in addition to the pHLA 12.4 pseudogene. Sequence comparisons indicate, in particular, extreme conservation of the 3' non-coding region between allelic HLA-A locus genes; the general organization of all these genes (8 exons) is very similar. Restriction mapping around the functional genes has been performed to investigate the degree of conservation (e.g. between HLA-A3 regions from 2 different individuals) and examine allelism at the DNA level (e.g. between HLA-A3 and HLA-Aw24 regions). Exon shuffling experiments followed by serological analysis of the expressed product indicate that, as expected, specificities are determined by the first two domains of the molecule. However, further constructs show that as soon as a single exon is exchanged most specific reactivities disappear. CTL analysis of murine cells expressing HLA molecules has run into many difficulties but still holds promise for the study of structure-function relationships in this system.

Alleles↗
PubMed2005

Isolation of novel single-chain Cro proteins targeted for binding to the bcl-2 transcription initiation site by repertoire selection and subunit combinatorics.

New designed DNA-binding proteins may be recruited to act as transcriptional regulators and could provide new therapeutic agents in the treatment of genetic disorders such as cancer. We have isolated tailored DNA-binding proteins selected for affinity to a region spanning the transcription initiation site of the human bcl-2 gene. The proteins were derived from a single-chain derivative of the lambda Cro protein (scCro), randomly mutated in its recognition helices to construct libraries of protein variants of distinct DNA-binding properties. By phage display-afforded affinity selections combined with recombination of shuffled subunits, protein variants were isolated, which displayed high affinity for the target bcl-2 sequence, as determined by electrophoretic mobility shift and biosensor assays. The proteins analyzed were moderately sequence-specific but provide a starting point for further maturation of desired function.

Base Sequence↗
PubMed2001

Directed evolution of proteins by exon shuffling.

Evolution of eukaryotes is mediated by sexual recombination of parental genomes. Crossovers occur in random, but homologous, positions at a frequency that depends on DNA length. As exons occupy only 1% of the human genome and introns about 24%, by far most of the crossovers occur between exons, rather than inside. The natural process of creating new combinations of exons by intronic recombination is called exon shuffling. Our group is developing in vitro formats for exon shuffling and applying these to the directed evolution of proteins. Based on the splice frame junctions, nine classes of exons and three classes of introns can be distinguished. Splice frame diagrams of natural genes show how the splice frame rules govern exon shuffling. Here, we review various approaches to constructing libraries of exon-shuffled genes. For example, exon shuffling of human pharmaceutical proteins can generate libraries in which all of the sequences are fully human, without the point mutations that raise concerns about immunogenicity.

Directed Molecular Evolution↗
PubMed2000

Genomic scrap yard: how genomes utilize all that junk.

Interspersed repetitive sequences are major components of eukaryotic genomes. Repetitive elements comprise over 50% of the mammalian genome. Because the specific function of these elements remains to be defined and because of their unusual 'behaviour' in the genome, they are often quoted as a selfish or junk DNA. Our view of the entire phenomenon of repetitive elements has to now be revised in the light of data on their biology and evolution, especially in the light of what we know about the retroposons. I would like to argue that even if we cannot define the specific function of these elements, we still can show that they are not useless pieces of the genomes. The repetitive elements interact with the surrounding sequences and nearby genes. They may serve as recombination hot spots or acquire specific cellular functions such as RNA transcription control or even become part of protein coding regions. Finally, they provide very efficient mechanism for genomic shuffling. As such, repetitive elements should be called genomic scrap yard rather than junk DNA. Tables listing examples of recruited (exapted) transposable elements are available at http://www.ncbi.nlm.gov/Makalowski/ScrapYard/

Animals↗
PubMed2004

Mauve: multiple alignment of conserved genomic sequence with rearrangements.

As genomes evolve, they undergo large-scale evolutionary processes that present a challenge to sequence comparison not posed by short sequences. Recombination causes frequent genome rearrangements, horizontal transfer introduces new sequences into bacterial chromosomes, and deletions remove segments of the genome. Consequently, each genome is a mosaic of unique lineage-specific segments, regions shared with a subset of other genomes and segments conserved among all the genomes under consideration. Furthermore, the linear order of these segments may be shuffled among genomes. We present methods for identification and alignment of conserved genomic DNA in the presence of rearrangements and horizontal transfer. Our methods have been implemented in a software package called Mauve. Mauve has been applied to align nine enterobacterial genomes and to determine global rearrangement structure in three mammalian genomes. We have evaluated the quality of Mauve alignments and drawn comparison to other methods through extensive simulations of genome evolution.

Chromosomes, Bacterial↗
PubMed2002

Guide oligonucleotide-dependent DNA linkage that facilitates controllable polymerization of microgene blocks.

Faster and more efficient searches of a huge protein sequence space for the purpose of conducting experiments in protein evolution can be achieved through the development of a block shuffling-based evolution system. One of the key components of such a system is the accurate and efficient linkage of gene units. Here we introduce a new method that allows accurate and controllable linkage of microgene blocks. This method employs a thermostable DNA ligase that links two single-stranded microgene blocks when they hybridize a complementary guide oligonucleotide. At high temperature, the ligation of the microgene units is fully dependent on the guide oligonucleotide, which can exclude undesired polymer formation, including the incorporation of microgenes having illegitimate sizes and "head-to-head" and "tail-to-tail" ligation of blocks. We were also able to assemble three microgene units using two guide oligonucleotides. Using this method of controllable linkage should facilitate further development of a step-by-step system for the polymerization of gene blocks, leading to a versatile block shuffling-based protein evolution system.

DNA↗
PubMed2006

An improved rearranged Human Papillomavirus Type 16 E7 DNA vaccine candidate (HPV-16 E7SH) induces an E7 wildtype-specific T cell response.

A new and very promising approach in vaccine development is the application of naked DNA. In comparison to conventional vaccines it offers several advantages, especially if there is a need for the development of low cost vaccines. Infection with high-risk human papillomaviruses (hr-HPVs) is the major risk factor for the development of cervical cancer (cc), the third most common cancer in women worldwide. The HPV E7 oncogene is constitutively expressed in HPV-infected cells and represents an excellent target for immune therapy of HPV-related disease. Therefore, we chose the HPV-16 E7 as model antigen in the development of a therapeutic DNA vaccine candidate. For safety reasons the use of a transforming gene like the HPV-16 E7 for DNA vaccination is not feasible in humans. In consequence we have generated an artificial ("shuffled") HPV-16 E7-gene (HPV-16 E7SH), containing all putative cytotoxic T-lymphocyte (CTLs) epitopes and exhibiting high safety features. Here, we show the induction of a strong E7-wildtype (E7WT) directed cellular and humoral immune response including tumor protection and regression after in vivo immunization in the murine system. Moreover, the vaccine candidate demonstrated immunogenicity in humans, demonstrated by priming of antigen-specific T cells in vitro. Importantly, the artificial HPV-gene has completely lost its transforming properties as measured in soft agar transformation assays. These results may be of importance for the development of vaccines based on oncogenes or oncoproteins.

Animals↗
PubMed2026

DNA-aware evaluation and debiasing of sequence-to-function models.

MOTIVATION: Genome sequence-to-function (S2F) models are widely used to interpret base-resolution functional genomics assays. Most S2F models are trained and evaluated against observed counts and profile-shapes using statistical objectives and fidelity metrics. These choices are well motivated, but they are DNA-independent. At the same time, experimental measurements arise from DNA-dependent assays with distinct characteristics. This mismatch motivates a complementary DNA-aware evaluation of S2F-predicted and experimental functional genomic tracks. RESULTS: We study DNA-dependency of experimental and S2F-predicted tracks using track-conditional genome language models (cgLMs). cgLMs predict masked nucleotides from a conditioning track under controlled DNA visibility. Across ATAC-seq and TF ChIP-seq peaks from GM12878 and K562, cgLM-probing reveals a consistent masked DNA-decodability gap between many experimental and S2F-predicted tracks. In particular, single-task (e.g. BPNet) and multi-task (e.g. AlphaGenome) S2F-predicted tracks enabled cgLMs to recover masked nucleotides with significantly higher accuracy and confidence than matched experimental tracks. Analyses of nonpeak and dinucleotide-shuffled sequences show that this gap is not confined to peaks and is not captured by standard DNA-agnostic profile-shape fidelity metrics alone. ChromBPNet Tn5-denoised predictions were an exception and behaved closer to the experimental regime, suggesting that staged training may reduce the gap. We then convert this diagnostic into a critic-derived objective, DNA-dependency matching (DDM), using a frozen multi-headed cgLM critic. We introduce Critic-Guided Profile-Shape Editing (CGPSE), a preliminary post hoc debiasing framework for frozen S2F models. In GM12878 ATAC-seq, CGPSE partially reduces the masked DNA-decodability gap for AlphaGenome and BPNet predictions, while exposing a tradeoff with profile-shape fidelity. AVAILABILITY AND IMPLEMENTATION: https://github.com/li-lab-mcgill/dna-aware-s2f-eval.

DNA↗
PubMedDate not supplied

Further observations on periodicities of nucleotide occurrences in natural DNA's.

There are non-random features in the occurrences of nucleotides in the DNA's of certain organisms which are detectable by statistical analyses of the entire sequence. Earlier, using the bacteriophage Phi-X 174 DNA sequence, we had reported that the self-information values for one type of dinucleotide association showed a marked periodicity when their autocorrelation coefficients were graphed. A similar, but computationally simpler, analysis has been developed which gives a comparable indication of periodicity. The difference, in average autocorrelation coefficients obtained with this analysis, between the peak values and all others has been used as an index to compare the extent of periodic non-randomness for a series of natural DNA sequences and for various artificial sequences. Calculations show that triplet periodicity, the relationship between dinucleotides separated by a single nucleotide, is characteristic only of the natural sequences of certain filamentous phages and is not found prominently in any other DNA analyzed (including sequences of similar length from plasmids, yeast, bacteria and higher animals). By shuffling nucleotides in a given sequence or by substituting selected nucleotides to alter various positions in both periodic and aperiodic sequences, we have found that an excess or deficiency of a given nucleotide at one of the three positions in a triplet reading frame can simulate the periodic characteristic. Thus, it appears that this global statistical analysis detects the tendency for single-strand phages to utilize a specific nucleotide, rather than one randomly selected, to constitute codons.

Bacteriophage phi X 174↗
PubMed1995

Response regulators of bacterial signal transduction systems: selective domain shuffling during evolution.

Response regulators of bacterial sensory transduction systems generally consist of receiver module domains covalently linked to effector domains. The effector domains include DNA binding and/or catalytic units that are regulated by sensor kinase-catalyzed aspartyl phosphorylation within their receiver modules. Most receiver modules are associated with three distinct families of DNA binding domains, but some are associated with other types of DNA binding domains, with methylated chemotaxis protein (MCP) demethylases, or with sensor kinases. A few exist as independent entities which regulate their target systems by noncovalent interactions. In this study the molecular phylogenies of the receiver modules and effector domains of 49 fully sequenced response regulators and their homologues were determined. The three major, evolutionarily distinct, DNA binding domains found in response regulators were evaluated for their phylogenetic relatedness, and the phylogenetic trees obtained for these domains were compared with those for the receiver modules. Members of one family (family 1) of DNA binding domains are linked to large ATPase domains which usually function cooperatively in the activation of E. coli sigma 54-dependent promoters or their equivalents in other bacteria. Members of a second family (family 2) always function in conjunction with the E. coli sigma 70 or its equivalent in other bacteria. A third family of DNA binding domains (family 3) functions by an uncharacterized mechanism involving more than one sigma factor. These three domain families utilize distinct helix-turn-helix motifs for DNA binding. The phylogenetic tree of the receiver modules revealed three major and several minor clusters of these domains. The three major receiver module clusters (clusters 1, 2, and 3) generally function with the three major families of DNA binding domains (families 1, 2, and 3, respectively) to comprise three classes of response regulators (classes 1, 2, and 3), although several exceptions exist. The minor clusters of receiver modules were usually, but not always, associated with other types of effector domains. Finally, several receiver modules did not fit into a cluster. It was concluded that receiver modules usually diverged from common ancestral protein domains together with the corresponding effector domains, although domain shuffling, due to intragenic splicing and fusion, must have occurred during the evolution of some of these proteins. Multiple sequence alignments of the 49 receiver modules and their various types of effector domains, together with other homologous domains, allowed definition of regions of striking sequence similarity and degrees of conservation of specific residues. Sequence data were correlated with structure/function when such information was available.(ABSTRACT TRUNCATED AT 250 WORDS)

Adenosine Triphosphatases↗
PubMed1983

Allospecific and virus-specific cytolytic T lymphocytes are restricted to the N or C1 domain of H-2 antigens expressed on L cells after DNA-mediated gene transfer.

In order to identify the site(s) on major histocompatibility molecules recognized by cytolytic T lymphocytes (CTLs), the recognition of H-2 antigens expressed when cloned genes are introduced into mouse L cells by DNA-mediated gene transfer has come under investigation. Recently, recombinant H-2 genes have been constructed in vitro from restriction endonuclease fragments of cloned H-2Dd and H-2Ld genes which exchange the N and C1 external domains (exon shuffling). These hybrid H-2 genes direct the synthesis of hybrid H-2 antigens when introduced into L cells by DNA-mediated gene transfer. These transformed L cells have been used as target cells to achieve a more precise localization of the sites recognized by allospecific and virus-specific CTLs. CTL systems were chosen that allow one to probe allospecific Ld or Dd recognition or virus-restricted Ld or Dd recognition. Using this approach we were able to map essential CTL recognition sites to the N and C1 domains of class 1 molecules.

Animals↗
PubMed1990

MASA syndrome: new clinical features and linkage analysis using DNA probes.

We describe a two generation family in which two males have the X linked recessive MASA syndrome (mental retardation, aphasia, shuffling gait, and adducted thumbs). A third male in this family died at the age of 15 years from congenital hydrocephalus. In the present family cerebral abnormalities are reported for the first time. Linkage analysis confirms the chromosome localisation at Xq28. A crossover between the coagulation factor VIII locus (F8C) and MASA syndrome, but not with DXS52 and DXS305, locates the gene on the same side of F8C as DXS52 and DXS305. The possible relationship between MASA syndrome and X linked hydrocephalus is discussed.

DNA Probes↗
PubMed2005

The Wolbachia genome of Brugia malayi: endosymbiont evolution within a human pathogenic nematode.

Complete genome DNA sequence and analysis is presented for Wolbachia, the obligate alpha-proteobacterial endosymbiont required for fertility and survival of the human filarial parasitic nematode Brugia malayi. Although, quantitatively, the genome is even more degraded than those of closely related Rickettsia species, Wolbachia has retained more intact metabolic pathways. The ability to provide riboflavin, flavin adenine dinucleotide, heme, and nucleotides is likely to be Wolbachia's principal contribution to the mutualistic relationship, whereas the host nematode likely supplies amino acids required for Wolbachia growth. Genome comparison of the Wolbachia endosymbiont of B. malayi (wBm) with the Wolbachia endosymbiont of Drosophila melanogaster (wMel) shows that they share similar metabolic trends, although their genomes show a high degree of genome shuffling. In contrast to wMel, wBm contains no prophage and has a reduced level of repeated DNA. Both Wolbachia have lost a considerable number of membrane biogenesis genes that apparently make them unable to synthesize lipid A, the usual component of proteobacterial membranes. However, differences in their peptidoglycan structures may reflect the mutualistic lifestyle of wBm in contrast to the parasitic lifestyle of wMel. The smaller genome size of wBm, relative to wMel, may reflect the loss of genes required for infecting host cells and avoiding host defense systems. Analysis of this first sequenced endosymbiont genome from a filarial nematode provides insight into endosymbiont evolution and additionally provides new potential targets for elimination of cutaneous and lymphatic human filarial disease.

Animals↗
PubMed1988

Examination of herpes virus DNA sequences for patterns that resemble transposable elements.

Herpes viruses are associated with many types of oral tumors and can be tumorigenic in vitro. The mechanisms by which they transform cells remain unknown, but it has been suggested that they contain insertion sequences. Two algorithms were developed to search DNA sequences for the presence of patterns that characterize such elements using either selection or scoring techniques. When randomly shuffled herpes virus sequences were examined each algorithm detected many such patterns but the scoring algorithm found fewer than the selection algorithm. In the herpes virus sequences that are known to contain such patterns the computer techniques found many more than previously reported, indicating that visual inspection alone is not adequate. The frequency of these patterns suggest that although the transforming regions of herpes virus DNA could contain transposable elements experimental confirmation is necessary.

Algorithms↗
PubMed1992

Translational readthrough at nonsense mutations in the HSF1 gene of Saccharomyces cerevisiae.

The HSF1 gene of Saccharomyces cerevisiae directs the synthesis of the heat shock transcription factor, HSF. The gene is essential; disruption mutations are lethal. Using a plasmid shuffle screen, we isolated mutations in the HSF1 gene after in vitro mutagenesis of plasmid DNA with hydroxylamine. From a collection of both conditional (temperature-sensitive) and unconditional lethal mutations, we recovered mutations that map exclusively to the 5' half of the gene. All are nonsense mutations, including conditional mutations that map 5' to the portion of the HSF1 gene that encodes the DNA-binding domain of the transcription factor. For one such mutation, we demonstrated that the nonsense mutation is subject to translational readthrough, even though there are no known nonsense suppressors in the genetic background of our strain. Our results suggest that the HSF protein is highly tolerant of amino acid changes, a conclusion that is consistent with the very low degree of evolutionary conservation among HSF proteins. Our results also suggest that translational readthrough occurs with moderate efficiency in yeast, particularly when the terminator codon is followed immediately by an A or C residue. This result illustrates that the inference of gene function from mutant phenotype depends critically upon the analysis of a true null allele, and not merely an amber or ochre allele.

Amino Acid Sequence↗