ReviewCold Spring Harbor perspectives in medicine2022
The Evolution and Biology of SARS-CoV-2 Variants.
Review in Cold Spring Harbor perspectives in medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 116 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
116 citing papers in PubMed, 186 citations in OpenAlex.
- Trial
- Modulation of Host Innate Immune Response by Highly Pathogenic Human Coronaviruses during Viral Infection.Journal of microbiology and biotechnology · 2026Review
- Structure and sequence characteristics of 5'-stem-loop 1 modulate the escape from nsp1-mediated repression in SARS-CoV-2 variants.Nucleic acids research · 2026Article
- Preventing Disease Emergence Following Eradication: Application to Mpox.bioRxiv : the preprint server for biology · 2026Article
- An Emerging Global Threat After The COVID-19 Pandemic: Monkeypox Similarities and Differences.Polish journal of microbiology · 2026Review
- Serological responses to SARS-CoV-2 in urban and rural Ghana: Antibody waning and implications for long-term population immunity.PloS one · 2026Article
- Cell-free immuno-profiling on a genetically programmed biochip.Nature nanotechnology · 2026Article
- Article
- Determinants of success and failure of antibody-based strategies against respiratory viruses: insights from RSV and SARS-CoV-2.Frontiers in immunology · 2026Review
- Observational
- A public health perspective of SARS-CoV-2 evolution and surveillance strategies in Germany from 2020 to 2023.Communications medicine · 2025Review
- Artificial Intelligence in Infectious Disease Diagnostic Technologies.Diagnostics (Basel, Switzerland) · 2025Review
- Predicting the trend of SARS-CoV-2 mutation frequencies using historical data.Bioinformatics (Oxford, England) · 2025Article
- The potential impacts of human genetics on virus emergence.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Improving CNN predictive accuracy in COVID-19 health analytics.Scientific reports · 2025Article
- Modulation of COVID-19 incidence by environmental stressors is variant between pre-Omicron and Omicron periods.Scientific reports · 2025Article
- From Delta to Omicron-Genetic Epidemiology of SARS-CoV-2 (hCoV-19) in Southern Poland.Pathogens (Basel, Switzerland) · 2025Article
- Review
- Predicting SARS-CoV-2-specific CD4Clinical and experimental medicine · 2025Article
- Luteolin-Rich Extract fromLife (Basel, Switzerland) · 2025Article
56 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 3 institutions in 3 countries.
Funding
Abstract
Our understanding of the still unfolding severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic would have been extremely limited without the study of the genetics and evolution of this new human coronavirus. Large-scale genome-sequencing efforts have provided close to real-time tracking of the global spread and diversification of SARS-CoV-2 since its entry into the human population in late 2019. These data have underpinned analysis of its origins, epidemiology, and adaptations to the human population: principally immune evasion and increasing transmissibility. SARS-CoV-2, despite being a new human pathogen, was highly capable of human-to-human transmission. During its rapid spread in humans, SARS-CoV-2 has evolved independent new forms, the so-called "variants of concern," that are better optimized for human-to-human transmission. The most important adaptation of the bat coronavirus progenitor of both SARS-CoV-1 and SARS-CoV-2 for human infection (and other mammals) is the use of the angiotensin-converting enzyme 2 (ACE2) receptor. Relaxed structural constraints provide plasticity to SARS-related coronavirus spike protein permitting it to accommodate significant amino acid replacements of antigenic consequence without compromising the ability to bind to ACE2. Although the bulk of research has justifiably concentrated on the viral spike protein as the main determinant of antigenic evolution and changes in transmissibility, there is accumulating evidence for the contribution of other regions of the viral proteome to virus-host interaction. Whereas levels of community transmission of recombinants compromising genetically distinct variants are at present low, when divergent variants cocirculate, recombination between SARS-CoV-2 clades is being detected, increasing the risk that viruses with new properties emerge. Applying computational and machine learning methods to genome sequence data sets to generate experimentally verifiable predictions will serve as an early warning system for novel variant surveillance and will be important in future vaccine planning. Omicron, the latest SARS-CoV-2 variant of concern, has focused attention on step change antigenic events, "shift," as opposed to incremental "drift" changes in antigenicity. Both an increase in transmissibility and antigenic shift in Omicron led to it readily causing infections in the fully vaccinated and/or previously infected. Omicron's virulence, while reduced relative to the variant of concern it replaced, Delta, is very much premised on the past immune exposure of individuals with a clear signal that boosted vaccination protects from severe disease. Currently, SARS-CoV-2 has proven itself to be a dangerous new human respiratory pathogen with an unpredictable evolutionary capacity, leading to a risk of future variants too great not to ensure all regions of the world are screened by viral genome sequencing, protected through available and affordable vaccines, and have non-punitive strategies in place for detecting and responding to novel variants of concern.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.