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Related Concept Videos

Microorganisms in Medicine and Therapeutics01:29

Microorganisms in Medicine and Therapeutics

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Microorganisms play a fundamental role in vaccine development, gene therapy, and therapeutic production. Their biological properties are harnessed to advance medicine and public health. Beyond immunization, microorganisms contribute to gut health, antibiotic synthesis, and genetic disease treatment.Live Attenuated and Inactivated VaccinesLive attenuated vaccines, such as the measles, mumps, and rubella (MMR) vaccine, utilize weakened forms of pathogens to closely resemble natural infections.
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Cancer treatment vaccines are a rapidly evolving field that offers a promising approach to immunotherapy. Unlike traditional vaccines that prevent diseases, cancer treatment vaccines are designed to treat existing cancers by stimulating the immune system to recognize and attack cancer cells.
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Emerging Vaccine-Breakthrough SARS-CoV-2 Variants.

Rui Wang1, Jiahui Chen1, Yuta Hozumi1

  • 1Department of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States.

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|February 8, 2022
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Summary
This summary is machine-generated.

New SARS-CoV-2 variants drive COVID-19 surges. Infectivity mutations drive evolution, while vaccine escape dominates in vaccinated populations, necessitating new antiviral strategies.

Keywords:
COVID-19SARS-CoV-2comutationsinfectivityvaccine-breakthroughvaccine-resistant

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Area of Science:

  • Virology
  • Genomics
  • Immunology

Background:

  • The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants like Alpha, Beta, Gamma, and Delta has accelerated COVID-19 spread.
  • Over 28,000 unique mutations, including over 4,000 on the spike protein, complicate understanding viral evolution and vaccine efficacy.
  • Comprehending SARS-CoV-2 evolution is crucial for predicting vaccine-breakthrough variants and designing universal vaccines and therapeutics.

Purpose of the Study:

  • To elucidate the molecular mechanisms behind SARS-CoV-2 evolution and variant emergence.
  • To forecast the emergence of vaccine-breakthrough variants.
  • To identify potential targets for mutation-proof vaccines and monoclonal antibodies.

Main Methods:

  • Genomic analysis of over 1.4 million SARS-CoV-2 genomes.
  • Integration of antibody library data, mutational data, topological data analysis, and deep learning.
  • Analysis of evolutionary pressures, including natural selection and vaccination-induced responses.

Main Results:

  • Viral evolution is primarily driven by mutations that enhance infectivity, with vaccine escape becoming dominant in highly vaccinated populations.
  • The Lambda variant exhibits infectivity comparable to Delta but with increased vaccine resistance.
  • Specific mutation combinations, such as [A411S, L452R, T478K] and [L452R, T478K, E484K, N501Y], were identified as likely to confer significant growth and vaccine escape.

Conclusions:

  • Infectivity-enhancing mutations are key drivers of SARS-CoV-2 evolution.
  • Vaccine-escape mutations are increasingly dominant, posing a threat to existing vaccines.
  • Urgent development of novel antiviral strategies is required to combat emerging and potentially vaccine-evading SARS-CoV-2 variants.