ArticlemBio2012
Viral diversity threshold for adaptive immunity in prokaryotes.
Article in mBio, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers.
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Who cites it
73 citing papers in PubMed.
- Machine learning prediction of bacterial optimal growth temperature from protein domain signatures reveals thermoadaptation mechanisms.BMC genomics · 2025Article
- Article
- Phage defence-system abundances vary across environments and increase with viral density.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025Article
- Comparative genomic analysis of Flavobacterium species causing columnaris disease of freshwater fish in Thailand: insights into virulence and resistance mechanisms.BMC veterinary research · 2025Article
- Ecological drivers of CRISPR immune systems.mSystems · 2024Article
- Distribution of specific prokaryotic immune systems correlates with host optimal growth temperature.NAR genomics and bioinformatics · 2024Article
- Punctuated virus-driven succession generates dynamical alternations in CRISPR-mediated microbe-virus coevolution.Journal of the Royal Society, Interface · 2024Article
- Phylogenomic analyses and comparative genomic studies of Thermus strains isolated from Tengchong and Tibet Hot Springs, China.Antonie van Leeuwenhoek · 2024Article
- Clustered Regularly Interspaced Short Palindromic Repeat/CRISPR-Associated Protein and Its Utility All at Sea: Status, Challenges, and Prospects.Microorganisms · 2024Review
- Comparison of Structural Features of CRISPR-Cas Systems in Thermophilic Bacteria.Microorganisms · 2023Article
- Transient eco-evolutionary dynamics early in a phage epidemic have strong and lasting impact on the long-term evolution of bacterial defences.PLoS biology · 2023Article
- Investigating the Relationship between CRISPR-Cas Content and Growth Rate in Bacteria.Microbiology spectrum · 2023Article
- Article
- Epidemiological and evolutionary consequences of different types of CRISPR-Cas systems.PLoS computational biology · 2022Article
- Dissecting the dominant hot spring microbial populations based on community-wide sampling at single-cell genomic resolution.The ISME journal · 2022Article
- Precipitous Increase of Bacterial CRISPR-Cas Abundance at Around 45°C.Frontiers in microbiology · 2022Article
- Global phylogenomic novelty of the Cas1 gene from hot spring microbial communities.Frontiers in microbiology · 2022Article
- Ecological memory preserves phage resistance mechanisms in bacteria.Nature communications · 2021Article
- Immune lag is a major cost of prokaryotic adaptive immunity during viral outbreaks.Proceedings. Biological sciences · 2021Article
- The biology of thermoacidophilic archaea from the order Sulfolobales.FEMS microbiology reviews · 2021Article
13 more citing papers are in PubMed but not listed here.
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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
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Abstract
unlabelledBacteria and archaea face continual onslaughts of rapidly diversifying viruses and plasmids. Many prokaryotes maintain adaptive immune systems known as clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated genes (Cas). CRISPR-Cas systems are genomic sensors that serially acquire viral and plasmid DNA fragments (spacers) that are utilized to target and cleave matching viral and plasmid DNA in subsequent genomic invasions, offering critical immunological memory. Only 50% of sequenced bacteria possess CRISPR-Cas immunity, in contrast to over 90% of sequenced archaea. To probe why half of bacteria lack CRISPR-Cas immunity, we combined comparative genomics and mathematical modeling. Analysis of hundreds of diverse prokaryotic genomes shows that CRISPR-Cas systems are substantially more prevalent in thermophiles than in mesophiles. With sequenced bacteria disproportionately mesophilic and sequenced archaea mostly thermophilic, the presence of CRISPR-Cas appears to depend more on environmental temperature than on bacterial-archaeal taxonomy. Mutation rates are typically severalfold higher in mesophilic prokaryotes than in thermophilic prokaryotes. To quantitatively test whether accelerated viral mutation leads microbes to lose CRISPR-Cas systems, we developed a stochastic model of virus-CRISPR coevolution. The model competes CRISPR-Cas-positive (CRISPR-Cas+) prokaryotes against CRISPR-Cas-negative (CRISPR-Cas-) prokaryotes, continually weighing the antiviral benefits conferred by CRISPR-Cas immunity against its fitness costs. Tracking this cost-benefit analysis across parameter space reveals viral mutation rate thresholds beyond which CRISPR-Cas cannot provide sufficient immunity and is purged from host populations. These results offer a simple, testable viral diversity hypothesis to explain why mesophilic bacteria disproportionately lack CRISPR-Cas immunity. More generally, fundamental limits on the adaptability of biological sensors (Lamarckian evolution) are predicted. IMPORTANCE: A remarkable recent discovery in microbiology is that bacteria and archaea possess systems conferring immunological memory and adaptive immunity. Clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated genes (CRISPR-Cas) are genomic sensors that allow prokaryotes to acquire DNA fragments from invading viruses and plasmids. Providing immunological memory, these stored fragments destroy matching DNA in future viral and plasmid invasions. CRISPR-Cas systems also provide adaptive immunity, keeping up with mutating viruses and plasmids by continually acquiring new DNA fragments. Surprisingly, less than 50% of mesophilic bacteria, in contrast to almost 90% of thermophilic bacteria and Archaea, maintain CRISPR-Cas immunity. Using mathematical modeling, we probe this dichotomy, showing how increased viral mutation rates can explain the reduced prevalence of CRISPR-Cas systems in mesophiles. Rapidly mutating viruses outrun CRISPR-Cas immune systems, likely decreasing their prevalence in bacterial populations. Thus, viral adaptability may select against, rather than for, immune adaptability in prokaryotes.
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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.