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Yasuto Akiyama,
Masaru Komiyama, Yoji Nakamura,
Akira Iizuka,
Chie Oshita,
Akiko Kume,
Masahiro Nogami,
Haruo Miyata,
Tadashi Ashizawa,
Shusuke Yoshikawa,
Yoshio Kiyohara,
Ken Yamaguchi
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ABSTRACT: Many cancer-testis antigen genes have been identified; however, few human leukocyte antigen (HLA)-A24-restricted cytotoxic T cell (CTL) epitope peptides are available for clinical immunotherapy. To solve this problem, novel tools increasing the efficacy and accuracy of CTL epitope detection are needed. In the present study, we utilized a highly active dendritic cell (DC)-culture method and an in silico HLA-A24 peptide-docking simulation assay to identify novel CTL epitopes from MAGE-A6 and MAGE-A12 antigens. The highly active DCs, called α-type-1 DCs, were prepared using a combination of maturation reagents to produce a large amount of interleukin-12. Meanwhile, our HLA-A24 peptide-docking simulation assay was previously demonstrated to have an obvious advantage of accuracy over the conventional prediction tool, bioinformatics and molecular analysis section. For CTL induction assays, peripheral blood mononuclear cells derived from six cases of HLA-A24(+) melanoma were used. Through CTL induction against melanoma cell lines and peptide-docking simulation assays, two peptides (IFGDPKKLL from MAGE-A6 and IFSKASEYL from MAGE-A12) were identified as novel CTL epitope candidates. Finally, we verified that the combination of the highly active DC-culture method and HLA-A24 peptide-docking simulation assay might be tools for predicting CTL epitopes against cancer antigens.
Cancer Immunology and Immunotherapy 06/2012; · 3.70 Impact Factor
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Cancer Science 04/2011; 102(4):aprcover. · 3.33 Impact Factor
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Akira Iizuka,
Masaru Komiyama,
Sachiko Tai,
Chie Oshita,
Ayumi Kurusu,
Akiko Kume,
Kazumichi Ozawa, Yoji Nakamura,
Tadashi Ashizawa,
Akifumi Yamamoto,
Naoya Yamazaki,
Shusuke Yoshikawa,
Yoshio Kiyohara,
Ken Yamaguchi,
Yasuto Akiyama
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ABSTRACT: Recently, because of highly advanced protein engineering technology, beyond the chimeric antibody, highly humanized and fully human antibody development is becoming crucial in the medical field. In the last decade, investigational approaches using clinical samples for fully human antibody production have been performed, but there are still problems with efficiency and accuracy, which should be solved. In the present study, based on novel IgG antibody-measuring ELISA and antibody gene copy number-quantitative PCR, a human single B cell RT-PCR-mediated IgG monoclonal antibody (mAb) gene cloning method was established, and CMVpp65-specific human mAbs were successfully identified. Quantitative PCR for the human IgG mRNA copy number per cell demonstrated that the detection range was 10-250copies/cell. CMVpp65(+)surfaceIgG(+) B cells were collected from melanoma patients who showed high titers of serum anti-CMVpp65 IgG antibody. RT-PCR was successful in 64% (IGH) and 84% (β-actin) of 88 single B cells. Finally, both IGH and IGL gene amplifications in the same cell were successful in 21 single cells, and 18 IgG antibody genes specific for CMVpp65 antigen were cloned. Four of 13 recombinant human single-chain fragment variable (scFv) antibodies showed strong responses to full-length CMVpp65 protein. These results suggested that the current fully human mAb production procedure through antibody-titer screening by ELISA, single B cell RT-PCR-based antibody gene cloning, and the making of scFv recombinant antibody is an efficient method of therapeutic antibody development.
Immunology letters 10/2010; 135(1-2):64-73. · 2.91 Impact Factor
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ABSTRACT: Immunoglobulin (IG or antibody) and the T-cell receptor (TR) are pivotal proteins in the immune system of higher organisms. In cancer immunotherapy, the immune responses mediated by tumor-epitope-binding IG or TR play important roles in anticancer effects. Although there are public databases specific for immunological genes, their contents have not been associated with clinical studies. Therefore, we developed an integrated database of IG/TR data reported in cancer studies (the Cancer-related Immunological Gene Database [CIG-DB]).
This database is designed as a platform to explore public human and murine IG/TR genes sequenced in cancer studies. A total of 38,308 annotation entries for IG/TR proteins were collected from GenBank/DDBJ/EMBL and the Protein Data Bank, and 2,740 non-redundant corresponding MEDLINE references were appended. Next, we filtered the MEDLINE texts by MeSH terms, titles, and abstracts containing keywords related to cancer. After we performed a manual check, we classified the protein entries into two groups: 611 on cancer therapy (Group I) and 1,470 on hematological tumors (Group II). Thus, a total of 2,081 cancer-related IG and TR entries were tabularized. To effectively classify future entries, we developed a computational method based on text mining and canonical discriminant analysis by parsing MeSH/title/abstract words. We performed a leave-one-out cross validation for the method, which showed high accuracy rates: 94.6% for IG references and 94.7% for TR references. We also collected 920 epitope sequences bound with IG/TR. The CIG-DB is equipped with search engines for amino acid sequences and MEDLINE references, sequence analysis tools, and a 3D viewer. This database is accessible without charge or registration at http://www.scchr-cigdb.jp/, and the search results are freely downloadable.
The CIG-DB serves as a bridge between immunological gene data and cancer studies, presenting annotation on IG, TR, and their epitopes. This database contains IG and TR data classified into two cancer-related groups and is able to automatically classify accumulating entries into these groups. The entries in Group I are particularly crucial for cancer immunotherapy, providing supportive information for genetic engineering of novel antibody medicines, tumor-specific TR, and peptide vaccines.
BMC Bioinformatics 01/2010; 11:398. · 2.75 Impact Factor
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ABSTRACT: The formation mechanism of operons remains unresolved: operons may form by rearrangements within a genome or by acquisition of genes from other species, that is, horizontal gene transfer (HGT). One hindrance to its elucidation is the unavailability of a method to accurately identify HGT, although it is generally considered to occur. It is critically important first to select horizontally transferred (HT) genes reliably and then to determine the extent to which HGT is involved in operon formation. For this purpose, we considered indels in terms of gene clusters instead of individual genes and chose candidates of HT genes in 8 species of Escherichia, Shigella, and Salmonella based on the minimization of indels. To select a benchmark set of positively HT genes against which we can evaluate the candidate set, we devised another procedure using intergenetic alignments. Comparison with the benchmark set demonstrated the absence of a significant number of false positives in the candidate set, showing the high reliability of the method. Analyses of Escherichia coli K-12 operons revealed that although approximately 20 operons were probably gained from the last common ancestor of the 8 gamma-proteobacteria, deletion of intervening genes accounts for the formation of no operons, whereas horizontal transfer expanded 2 operons and introduced 4 entire operons. Based on these observations and reasoning, we suggest that the main mechanism of operon gain is HGT rather than intragenomic rearrangements. We propose that genes with related essential functions tend to reside in conserved operons, whereas genes in nonconserved operons mostly confer slight advantage to the organisms and frequently undergo horizontal transfer and decay. HT genes constitute at least 5.5% of the genes in the 8 species and approximately 45% of which originate from other gamma-proteobacteria. Genes involved in viral functions and mobile and extrachromosomal element functions are HT more often than expected. This finding indicates frequent mediation of HGT by bacteriophages. On the other hand, not only informational genes (those involved in transcription, translation, and related processes) but also operational genes (those involved in housekeeping) are HT less frequently than expected.
Molecular Biology and Evolution 04/2007; 24(3):805-13. · 5.55 Impact Factor
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ABSTRACT: Eukaryotic gene fusion and fission events are mechanistically more complicated than in prokaryotes, and their quantitative contributions to genome evolution are still poorly understood. We have identified all differentially composite or split genes in 2 fully sequenced plant genomes, Oryza sativa and Arabidopsis thaliana. Out of 10,172 orthologous gene pairs, 60 (0.6% of the total) revealed a verified fusion or fission event in either lineage after the divergence of O. sativa and A. thaliana. Polarizing these events by outgroup comparison revealed differences in the rate of gene fission but not of gene fusion in the rice and Arabidopsis lineages. Gene fission occurred at a higher rate than gene fusion in the O. sativa lineage and was furthermore more common in rice than in Arabidopsis. Nucleotide insertion bias has promoted gene fission in the O. sativa lineage, consistent with its generally longer nucleotide sequences than A. thaliana in selectively neutral regions, and with the abundance of transposable elements in rice. The divergence time of monocots and dicots (140-200 Myr) indicates that gene fusion/fission events occur at an average rate of 1x10(-11) to 2x10(-11) events per gene per year, approximately 100-fold slower than the average per site nuclear nucleotide substitution rate in these lineages. Gene fusion and fission are thus rare and slow processes in higher plant genomes; they should be of utility to address deeper evolutionary relationships among plants--and the relationship of plants to other eukaryotic lineages--where sequence-based phylogenies provide equivocal or conflicting results.
Molecular Biology and Evolution 02/2007; 24(1):110-21. · 5.55 Impact Factor
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ABSTRACT: The formation mechanism of operons remains controversial despite the proposal of many models. Although acquisition of genes from other species, horizontal gene transfer, is considered to occur, definitive concrete cases have been unavailable. It is desirable to select horizontally transferred genes reliably and examine their relationship to operons. We here developed a method to identify candidates of horizontally transferred genes based on minimization of gene cluster insertions/deletions. To select a benchmark set of positively horizontally transferred genes against which the candidate set can be appraised, we devised another procedure using intergenetic alignments. Comparison with the benchmark set of horizontally transferred genes demonstrated the absence of a significant number of false positives in the candidates, showing that the method identifies horizontally transferred genes with a high degree of confidence. Horizontally transferred genes constitute at least 5.5% of the genes in Escherichia, Shigella, and Salmonella and ~46% of which originate from other gamma-proteobacteria. Not only informational genes, but also operational genes (those involved in housekeeping) are horizontally transferred less frequently than expected. A gene-cluster analysis of Escherichia coli K-12 operons revealed that horizontal transfer produced four entire operons and expanded two operons, but deletion of intervening genes accounts for the formation of no operons. We propose that operons generally form by horizontal gene transfer. We further suggest that genes with related essential functions tend to reside in conserved operons, while genes in nonconserved operons generally confer slight advantage to the organisms and frequently undergo horizontal transfer and decay.
10/2006;
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12/2005;
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ABSTRACT: Corynebacterium glutamicum, which is the closest relative of Corynebacterium efficiens, is widely used for the large scale production of many kinds of amino acids, particularly glutamic acid and lysine, by fermentation. Corynebacterium diphtheriae, which is well known as a human pathogen, is also closely related to these two species of Corynebacteria, but it lacks such productivity of amino acids. It is an important and interesting question to ask how those closely related bacterial species have undergone such significant functional differentiation in amino acid biosynthesis. The main purpose of the present study is to clarify the evolutionary process of functional differentiation among the three species of Corynebacteria by conducting a comparative analysis of genome sequences. When Mycobacterium and Streptomyces were used as out groups, our comparative study suggested that the common ancestor of Corynebacteria already possessed almost all of the gene sets necessary for amino acid production. However, C. diphtheriae was found to have lost the genes responsible for amino acid production. Moreover, we found that the common ancestor of C. efficiens and C. glutamicum have acquired some of genes responsible for amino acid production by horizontal gene transfer. Thus, we conclude that the evolutionary events of gene loss and horizontal gene transfer must have been responsible for functional differentiation in amino acid biosynthesis of the three species of Corynebacteria.
Molecular Biology and Evolution 10/2004; 21(9):1683-91. · 5.55 Impact Factor
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ABSTRACT: Horizontal gene transfer is one of the main mechanisms contributing to microbial genome diversification. To clarify the overall picture of interspecific gene flow among prokaryotes, we developed a new method for detecting horizontally transferred genes and their possible donors by Bayesian inference with training models for nucleotide composition. Our method gives the average posterior probability (horizontal transfer index) for each gene sequence, with a low horizontal transfer index indicating recent horizontal transfer. We found that 14% of open reading frames in 116 prokaryotic complete genomes were subjected to recent horizontal transfer. Based on this data set, we quantitatively determined that the biological functions of horizontally transferred genes, except mobile element genes, are biased to three categories: cell surface, DNA binding and pathogenicity-related functions. Thus, the transferability of genes seems to depend heavily on their functions.
Nature Genetics 08/2004; 36(7):760-6. · 35.53 Impact Factor
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ABSTRACT: Corynebacterium species are members of gram-positive bacteria closely related to Mycobacterium species, both of which are classified into the same taxonomic order Actinomycetales. Recently, three corynebacteria, Corynebacterium efficiens, Corynebacterium glutamicum, and Corynebacterium diphtheriae have been sequenced independently. We found that the order of orthologous genes in these species has been highly conserved though it has been disrupted in Mycobacterium species. This synteny suggests that corynebacteria have rarely undergone extensive genome rearrangements and have maintained ancestral genome structures even after the divergence of corynebacteria and mycobacteria. This is the first report that the genome structures have been conserved in free-living bacteria such as C. efficiens and C. glutamicum, although it has been reported that obligate parasites such as Mycoplasma and Chlamydia have the stable genomes. The comparison of recombinational repair systems among the three corynebacteria and Mycobacterium tuberculosis suggested that the absence of recBCD genes in corynebacteria be responsible for the suppression of genome shuffling in the species. The genome stability in Corynebacterium species will give us hints of the speciation mechanism with the non-shuffled genome, particularly the importance of horizontal gene transfer and nucleotide substitution in the genome.
Gene 11/2003; 317(1-2):149-55. · 2.34 Impact Factor
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Yousuke Nishio, Yoji Nakamura,
Yutaka Kawarabayasi,
Yoshihiro Usuda,
Eiichiro Kimura,
Shinichi Sugimoto,
Kazuhiko Matsui,
Akihiko Yamagishi,
Hisashi Kikuchi,
Kazuho Ikeo,
Takashi Gojobori
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ABSTRACT: Corynebacterium efficiens is the closest relative of Corynebacterium glutamicum, a species widely used for the industrial production of amino acids. C. efficiens but not C. glutamicum can grow above 40 degrees C. We sequenced the complete C. efficiens genome to investigate the basis of its thermostability by comparing its genome with that of C. glutamicum. The difference in GC content between the species was reflected in codon usage and nucleotide substitutions. Our comparative genomic study clearly showed that there was tremendous bias in amino acid substitutions in all orthologous ORFs. Analysis of the direction of the amino acid substitutions suggested that three substitutions are important for the stability of the C. efficiens proteins: from lysine to arginine, serine to alanine, and serine to threonine. Our results strongly suggest that the accumulation of these three types of amino acid substitutions correlates with the acquisition of thermostability and is responsible for the greater GC content of C. efficiens.
Genome Research 08/2003; 13(7):1572-9. · 13.61 Impact Factor
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Nippon rinsho. Japanese journal of clinical medicine 04/2003; 61 Suppl 3:716-21.
