• 제목/요약/키워드: immune evolutionary mechanism

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Structural parameter estimation combining domain decomposition techniques with immune algorithm

  • Rao, A. Rama Mohan;Lakshmi, K.
    • Smart Structures and Systems
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    • 제8권4호
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    • pp.343-365
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    • 2011
  • Structural system identification (SSI) is an inverse problem of difficult solution. Currently, difficulties lie in the development of algorithms which can cater to large size problems. In this paper, a parameter estimation technique based on evolutionary strategy is presented to overcome some of the difficulties encountered in using the traditional system identification methods in terms of convergence. In this paper, a non-traditional form of system identification technique employing evolutionary algorithms is proposed. In order to improve the convergence characteristics, it is proposed to employ immune algorithms which are proved to be built with superior diversification mechanism than the conventional evolutionary algorithms and are being used for several practical complex optimisation problems. In order to reduce the number of design variables, domain decomposition methods are used, where the identification process of the entire structure is carried out in multiple stages rather than in single step. The domain decomposition based methods also help in limiting the number of sensors to be employed during dynamic testing of the structure to be identified, as the process of system identification is carried out in multiple stages. A fifteen storey framed structure, truss bridge and 40 m tall microwave tower are considered as a numerical examples to demonstrate the effectiveness of the domain decomposition based structural system identification technique using immune algorithm.

IEM-based Tone Injection for Peak-to-Average Power Ratio Reduction of Multi-carrier Modulation

  • Zhang, Yang;Zhao, Xiangmo;Hou, Jun;An, Yisheng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권9호
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    • pp.4502-4517
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    • 2019
  • Tone Injection (TI) scheme significantly reduces the peak-to-average power ratio (PAPR) of Multicarrier Modulation (MCM). However, the computational complexity of the TI scheme rises exponentially with the extra freedom constellation number. Therefore, a novel immune evolutionary mechanism-based TI scheme is proposed in this paper to reduce the computational complexity. By restraining undesirable degeneracy during the processing, this IEM scheme can dramatically increase the population fitness. Monte Carlo results show that proposed IEM-based TI scheme can achieve a significant PAPR and BER improvement with a low complexity.

Potential Role of Bacterial Infection in Autoimmune Diseases: A New Aspect of Molecular Mimicry

  • Alam, Jehan;Kim, Yong Chul;Choi, Youngnim
    • IMMUNE NETWORK
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    • 제14권1호
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    • pp.7-13
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    • 2014
  • Molecular mimicry is an attractive mechanism for triggering autoimmunity. In this review, we explore the potential role of evolutionary conserved bacterial proteins in the production of autoantibodies with focus on granulomatosis with polyangiitis (GPA) and rheumatoid arthritis (RA). Seven autoantigens characterized in GPA and RA were BLASTed against a bacterial protein database. Of the seven autoantigens, proteinase 3, type II collagen, binding immunoglobulin protein, glucose-6-phosphate isomerase, ${\alpha}$-enolase, and heterogeneous nuclear ribonuclear protein have well-conserved bacterial orthologs. Importantly, those bacterial orthologs are also found in human-associated bacteria. The wide distribution of the highly conserved stress proteins or enzymes among the members of the normal flora and common infectious microorganisms raises a new question on how cross-reactive autoantibodies are not produced during the immune response to these bacteria in most healthy people. Understanding the mechanisms that deselect auto-reactive B cell clones during the germinal center reaction to homologous foreign antigens may provide a novel strategy to treat autoimmune diseases.

Mannan-binding lectin of the sea cucumbers Stichopus japonicus has common antigenic determinants with human serum mannan-binding lectin

  • Bulgakov, A.A.;Petrova, I.Yu.;Vakhrusheva, N.M.;Eliseikina, M.G.
    • 한국어업기술학회:학술대회논문집
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    • 한국어업기술학회 2000년도 춘계수산관련학회 공동학술대회발표요지집
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    • pp.530-530
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    • 2000
  • The host defense system or immune system of all modern animals has their roots in very ancient organisms. After analyzing literature data concerning properties of invertebrates and vertebrates lectins we suggest that mechanism of mannans recognition may exist in marine invertebrates, as a universal mechanism for homeostasis maintenance and host defense, and mannan-binding lectins family of vertebrates has ancient precursor, as was shown for another S-type lectins family. We carried out the screening of mannan-binding type lectin among different species of echinoderms inhabiting in Piter the Grate Bay, the sea of Japan. As a result, the C-type lectins (SJL-32) specific for high mannose glycans was isolated from the coelomic plasma of the sea cucumbers Stichopus japonicus by ion-exchange chromatography on a DEAE-Toyopearl 650M, affinity chromatography on a mannan-Sepharose 6B and gel filtration on a Sephacryl S-200. SJL-32 is homodimer with molecular mass about 32 kDa on SDS-PAGE under non-reducing conditions. Protein part of the lectin has high conteins Asn, Glu, Ser. Hemagglutination of trypsin-treated O blood group human erythrocytes by SJL-32 was competitively inhibited by high-branched -D-mannan composed of -1,2 and -1,6 linked D-mannopyranose residues. In contrast, a variety of mono-, oligo-, and polysaccharides composed of residues of galactose and fucose showed absence or little inhibitory activities. The lectin activity strong depends on Ca2+ concentration, temperature and pH. Monospecific polyclonal antibodies were obtained to the lectin. As was shown by ELISA assay, antibodies to SJL-32 cross-reacted with human serum mannan-binding lectin. This data allows making conclusion about common antigenic determinants and structural homology of both lectins. In our opinion, SJL-32 belongs to evolutionary high conservative mannan-binding lectins (MBLs) family and takes part in the host defense against pathogenic microorganisms.

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암세포주와 공동 배양된 인간 지방 조직 유래 중간엽 줄기 세포의 유전자 발현 분석 (Analysis of Global Gene Expression Profile of Human Adipose Tissue Derived Mesenchymal Stem Cell Cultured with Cancer Cells)

  • 김종명;유지민;배용찬;정진섭
    • 생명과학회지
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    • 제21권5호
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    • pp.631-646
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    • 2011
  • 중간엽 줄기 세포는 다분화능을 가지고 있으며 골수, 지방, 태반, 치아속질, 윤활막, 편도 및 가슴샘 등 인체의 다양한 조직에서 분리된다. 중간엽 줄기세포는 조직의 항상성을 조절하며 다분화능, 분리와 조작의 용이함, 암세포로의 화학주성 및 면역 반응 조절 등의 특징을 가지고 있어서 재생 의학, 암 치료 및 식대주 질환(GVHD) 등에 이용할 수 있는 세포치료제로 주목 받고 있다. 하지만 주위 세포와 조직을 지지하고 조절하는 특징과 관련하여 중간엽 줄기세포가 혈관 생성을 촉진하고 성장인자를 분비하며 암세포를 공격하는 면역 반응을 억제함으로써 암의 진행을 촉진시킨다는 사실 또한 보고 되고 있다. 이러한 사실들로 인해 중간엽 줄기세포의 임상 적용이 제한되고 있다. 본 연구에서는 어떠한 기전을 통해서 중간엽 줄기세포가 암의 진행을 촉진하는 지지 세포로 기능하는지를 밝히기 위해서 인체 지방 조직에서 유래한 중간엽 줄기세포를 두 개의 암세포주(H460, U87MG)와 각각 공동 배양하고 microarray를 이용해서 암세포와 공동 배양되지 않은 중간엽 줄기세포와 유전자의 발현을 비교하였다. 두 암세포주와 공동배양에서 공통적으로 2배 이상 차이 나는 유전자를 DAVID (Database for Annotation, Visualization and Integrated Discovery)와 PANTHER (Protein ANalysis THrough Evolutionary Relationships)를 이용해 분석하였으며 생물학적 과정, 분자적 기능, 세포의 구성 성분, 단백질의 종류, 질병과 인체 조직 그리고 신호전달에 관련된 정보를 획득하였다. 이를 통해서 암세포는 중간엽 줄기세의 분화, 증식, 에너지 대사, 세포의 구조 및 분비기능을 조절하여 유전자의 발현 양상을 암 연관 섬유모세포(cancer associated fibroblast)와 유사한 세포로 변형 시킨다는 사실을 알 수 있었다. 본 연구의 결과는 중간엽 줄기세포를 이용한 임상 치료제의 효과와 안정성을 개선하는데 응용될 수 있을 것이다.