Development of preillness ("MiByo") diagnosis method for infectious diseases by AI proteomics.

Grant number: unknown

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Key facts

  • Disease

    COVID-19
  • start year

    -99
  • Known Financial Commitments (USD)

    $0
  • Funder

    e-Asia JRP
  • Principal Investigator

    Associate Professor Nobuhiro HAYASHI
  • Research Location

    Japan, Philippines
  • Lead Research Institution

    Tokyo Institute of Technology
  • Research Priority Alignment

    N/A
  • Research Category

    Pathogen: natural history, transmission and diagnostics

  • Research Subcategory

    Diagnostics

  • Special Interest Tags

    N/A

  • Study Type

    Unspecified

  • Clinical Trial Details

    N/A

  • Broad Policy Alignment

    Pending

  • Age Group

    Not Applicable

  • Vulnerable Population

    Not applicable

  • Occupations of Interest

    Not applicable

Abstract

This collaborative research aims to develop a method to detect infectious diseases including COVID-19 when in preillness ("MiByo") based on AI processing technology for proteomics data images obtained using high-performance two-dimensional electrophoresis technology developed in Japan (Tokyo Institute of Technology). Specifically, the Japanese team will develop a method for detecting the pre-illness state of infectious diseases, and basic data from Japanese subjects will be collected. The Thai team and the Philippines team will acquire data on Thais and Filipinos with the technical cooperation of Japan. In addition, by comparing and analyzing the data of the three countries, we will investigate the differences in biological reactions (strength of resistance, etc.) to infectious diseases by ethnic group. Each country will elucidate the causes of infectious disease morbidity that differ from country to country by formulating and testing hypotheses regarding the genetic background and environmental factors related to the susceptibility and severity of infectious diseases in each country. Through collaborative and complementary research among 3 countries, we expect a paradigm shift in health selfmanagement and a new normal for our lives.