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Mutation Prediction of HA Sequence for AI Preparedness

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  • 발행기관
    국제과학영재학회 바로가기
  • 간행물
    APEC Youth Scientist Journal 바로가기
  • 통권
    Vol. 10 No.1 (2020.09)바로가기
  • 페이지
    pp.29-43
  • 저자
    Ahn Sung-jin, Heo Seo-jun, Kim Yeong-seo
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A425040

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원문정보

초록

영어
South Korea is experiencing intermittent avian flu outbreaks, and the situation is becoming worse because the majority of response efforts are concerned with post-emergence treatment instead of prevention. In this situation, the accuracy of the vaccine should be increased and a method of predicting the mutation of the virus is needed. The aim of this study was therefore to predict the mutation of H5N1 virus HA sequence among domestic poultry. Through analyzing the migratory routes of birds, it was found that the same birds that were infected with H5N1 in Korea were also present in China and Japan and shared breeding grounds. We then used BLAST to obtain molecular evidence that confirms that the AI in China and Japan spreads to Korea with mutations. The HA sequences from previous outbreaks were analyzed for their mutations, and this historical data was used to train a predictive model. Analysis revealed that if the Ka/Ks ratio was over 1, the mutation was preserved. If the Ka/Ks ratio was less than 1, the peaks of the Ka/Ks profiles showed diverse, various mutations. And if the Ka / Ks was significantly low, the mutation did not occur. As a result, based on the Ka/Ks ratios of the AI HA sequences from China and Japan, it was possible to predict which parts of the HA sequence in Korea will be mutated. This will help with vaccine development.

목차

ABSTRACT
1. INTRODUCTION
2. METHODS AND PROCESS
2.1. Exploration of geographic regions that share strains with Korean AI outbreaks and clade set up
2.2. Molecular Basis For The Set Ai Mutation Region
2.3. Analysis Of Evolutionary Patterns By Ka/Ks Ratio
2.4. Suggestion of Predicted Sequences
3. RESULTS
3.1. Korea, China, and Japan’s Phylogenetic Tree
3.2. Korea, China, and Japan outbreak year by clade histogram
3.3. Searching for AI most similar to Korean AI through BLAST
3.4. Year comparison of Korean Clade representative sequence and similar sequence
3.5. Comparison of the predicted sequence’s identity percentage with SimFlu
4. Conclusion
REFERENCES

키워드

Avian flu H5N1 Ka/Ks ratio Hemagglutinin

저자

  • Ahn Sung-jin [ School address: Changwon Science High School, Pyeongsan-ro-159-gil 30, Uichang-gu, Changwon-si, Gyeongsangnam-do, South Korea ]
  • Heo Seo-jun [ School address: Changwon Science High School, Pyeongsan-ro-159-gil 30, Uichang-gu, Changwon-si, Gyeongsangnam-do, South Korea ]
  • Kim Yeong-seo [ School address: Changwon Science High School, Pyeongsan-ro-159-gil 30, Uichang-gu, Changwon-si, Gyeongsangnam-do, South Korea ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    국제과학영재학회 [The Society for the International Gifted in Science]
  • 설립연도
    2006
  • 분야
    자연과학>자연과학일반
  • 소개
    과학영재를 위한 연구 활동을 통하여 과학영재를 발굴하고, 발굴된 과학영재가 과학 분야의 관련 연구 활동을 할 수 있도록 지원하여, 이들이 과학 관련 분야의 진로를 선택하도록 장려함으로써 국제경쟁력을 갖춘 우수 과학기술인을 배출하고 국가 경제발전 및 문화창달과 세계 과학 발전에 기여함을 목적으로 한다.

간행물

  • 간행물명
    APEC Youth Scientist Journal [APEC 청소년 과학학술지]
  • 간기
    반년간
  • pISSN
    2005-5625
  • 수록기간
    2009~2022
  • 십진분류
    KDC 405 DDC 505

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