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1.
Life Sci Alliance ; 6(1)2023 01.
Article in English | MEDLINE | ID: covidwho-2111405

ABSTRACT

Understanding the molecular mechanism underlying the rampant mutation of SARS-CoV-2 would help us control the COVID-19 pandemic. The APOBEC-mediated C-to-U deamination is a major mutation type in the SARS-CoV-2 genome. However, it is unclear whether the novel mutation rate u is higher for C-to-U than for other mutation types, and what the detailed driving force is. By analyzing the time course SARS-CoV-2 global population data, we found that C-to-U has the highest novel mutation rate u among all mutation types and that this u is still increasing with time (du/dt > 0). Novel C-to-U events, rather than other mutation types, have a preference over particular genomic regions. A less local RNA structure is correlated with a high novel C-to-U mutation rate. A cascade model nicely explains the du/dt > 0 for C-to-U deamination. In SARS-CoV-2, the RNA structure serves as the molecular basis of the extremely high and continuously accelerating C-to-U deamination rate. This mechanism is the driving force of the mutation, adaptation, and evolution of SARS-CoV-2. Our findings help us understand the dynamic evolution of the virus mutation rate.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , SARS-CoV-2/genetics , Pandemics , Deamination , Genome, Viral/genetics , RNA
2.
Anal Chem ; 94(45): 15908-15914, 2022 Nov 15.
Article in English | MEDLINE | ID: covidwho-2106293

ABSTRACT

The current CRISPR/Cas12a-based diagnostic techniques focus on designing the crRNA or substrate DNA elements to indirectly switch the trans-cleavage activity of Cas12a responsive to target information. Here, we propose the use of an allosteric DNA probe to directly regulate the trans-cleavage activity of Cas12a and present a method for sensing different types of analytes. An allosteric inhibitor probe is rationally designed to couple the target recognition sequence with the inhibitory aptamer of the CRISPR/Cas12a system and enables binding to a specific target to induce the change of conformation, which leads to the loss of its inhibitory function on Cas12a. As a result, the structure-switchable probe can regulate the degree of activity of Cas12a depending on the dose of target. Scalability of our strategy can be achieved by simply replacing the loop domain with different target recognition sequences. The proposed method was validated by detecting adenosine triphosphate and let-7a, giving the detection limits of 490 nM and 26 pM, respectively, and showing an excellent specificity. We believe that this work exploits a viable approach to use the inhibitory aptamer of Cas12a as a regulatory element for biosensing purposes, enriching the arsenal of CRISPR/Cas12a-based methods for molecular diagnostics and spurring further development and application of aptamers of the CRISPR/Cas system.


Subject(s)
Biosensing Techniques , CRISPR-Cas Systems , CRISPR-Cas Systems/genetics , DNA Cleavage , DNA/genetics , Oligonucleotides
3.
Anal Chem ; 94(36): 12461-12471, 2022 09 13.
Article in English | MEDLINE | ID: covidwho-2016506

ABSTRACT

RNA-guided clustered regularly interspaced short palindromic repeats (CRISPR) have revolutionized molecular diagnostics by offering versatile Cas effectors. We previously developed an isothermal amplification reaction method using Cas9 nickase (Cas9 nAR) to detect genomic DNA. However, slow dissociation of Cas9n from nicked double-stranded DNA (dsDNA) substrates dramatically hampers the cooperation between Cas9n and DNA polymerase, leading to low amplification efficiency. Here, we use structure-guided protein engineering to generate a Cas9n variant with faster kinetics and enhanced targeting specificity, and apply it to develop Cas9 nAR version 2 (Cas9 nAR-v2) by deftly merging reverse transcription with nicking-extension-displacement-based amplification for isothermal, one-pot RNA detection. This assay is validated by detecting Salmonella typhimurium 16S rRNA, Escherichia coli O157:H7 16S rRNA, synthetic SARS-CoV-2 genes, and HIV virus RNA, showing a quantitative analysis over a wide, linear range and a detection limit as low as fewer than ten copies of RNA molecules per reaction (20 µL volume). It also shows an excellent nucleotide-mutation discrimination capability in detecting SARS-CoV-2 variants. Furthermore, Cas9 nAR-v2 is compatible with low-cost point-of-care (POC) tests based on fluorescence and lateral-flow readouts. In summary, this method provides a new paradigm for sensitive, direct RNA detection and would spur the exploration of engineered Cas effectors with improved properties for a wide range of biological applications.


Subject(s)
CRISPR-Cas Systems , Deoxyribonuclease I , CRISPR-Cas Systems/genetics , DNA/analysis , Deoxyribonuclease I/chemistry , Escherichia coli , HIV , RNA, Ribosomal, 16S/analysis , RNA, Viral/analysis , SARS-CoV-2 , Salmonella typhimurium
4.
IEEE Rev Biomed Eng ; 14: 48-70, 2021.
Article in English | MEDLINE | ID: covidwho-1501336

ABSTRACT

Coronavirus disease 2019 (COVID-19) has emerged as a pandemic with serious clinical manifestations including death. A pandemic at the large-scale like COVID-19 places extraordinary demands on the world's health systems, dramatically devastates vulnerable populations, and critically threatens the global communities in an unprecedented way. While tremendous efforts at the frontline are placed on detecting the virus, providing treatments and developing vaccines, it is also critically important to examine the technologies and systems for tackling disease emergence, arresting its spread and especially the strategy for diseases prevention. The objective of this article is to review enabling technologies and systems with various application scenarios for handling the COVID-19 crisis. The article will focus specifically on 1) wearable devices suitable for monitoring the populations at risk and those in quarantine, both for evaluating the health status of caregivers and management personnel, and for facilitating triage processes for admission to hospitals; 2) unobtrusive sensing systems for detecting the disease and for monitoring patients with relatively mild symptoms whose clinical situation could suddenly worsen in improvised hospitals; and 3) telehealth technologies for the remote monitoring and diagnosis of COVID-19 and related diseases. Finally, further challenges and opportunities for future directions of development are highlighted.


Subject(s)
COVID-19/diagnosis , Pandemics/prevention & control , Technology/methods , Telemedicine/methods , COVID-19/virology , Delivery of Health Care/methods , Humans , SARS-CoV-2/pathogenicity , Wearable Electronic Devices
5.
J Appl Genet ; 63(1): 159-167, 2022 Feb.
Article in English | MEDLINE | ID: covidwho-1469782

ABSTRACT

During SARS-CoV-2 proliferation, the translation of viral RNAs is usually the rate-limiting step. Understanding the molecular details of this step is beneficial for uncovering the origin and evolution of SARS-CoV-2 and even for controlling the pandemic. To date, it is unclear how SARS-CoV-2 competes with host mRNAs for ribosome binding and efficient translation. We retrieved the coding sequences of all human genes and SARS-CoV-2 genes. We systematically profiled the GC content and folding energy of each CDS. Considering that some fixed or polymorphic mutations exist in SARS-CoV-2 and human genomes, all algorithms and analyses were applied to both pre-mutate and post-mutate versions. In SARS-CoV-2 but not human, the 5-prime end of CDS had lower GC content and less RNA structure than the 3-prime part, which was favorable for ribosome binding and efficient translation initiation. Globally, the fixed and polymorphic mutations in SARS-CoV-2 had created an even lower GC content at the 5-prime end of CDS. In contrast, no similar patterns were observed for the fixed and polymorphic mutations in human genome. Compared with human RNAs, the SARS-CoV-2 RNAs have less RNA structure in the 5-prime end and thus are more favorable of fast translation initiation. The fixed and polymorphic mutations in SARS-CoV-2 are further amplifying this advantage. This might serve as a strategy for SARS-CoV-2 to adapt to the human host.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , Mutation , Pandemics , RNA, Messenger/genetics
6.
Evol Bioinform Online ; 17: 11769343211052013, 2021.
Article in English | MEDLINE | ID: covidwho-1463169

ABSTRACT

SARS-CoV-2 needs to efficiently make use of the resources from hosts in order to survive and propagate. Among the multiple layers of regulatory network, mRNA translation is the rate-limiting step in gene expression. Synonymous codon usage usually conforms with tRNA concentration to allow fast decoding during translation. It is acknowledged that SARS-CoV-2 has adapted to the codon usage of human lungs so that the virus could rapidly proliferate in the lung environment. While this notion seems to nicely explain the adaptation of SARS-CoV-2 to lungs, it is unable to tell why other viruses do not have this advantage. In this study, we retrieve the GTEx RNA-seq data for 30 tissues (belonging to over 17 000 individuals). We calculate the RSCU (relative synonymous codon usage) weighted by gene expression in each human sample, and investigate the correlation of RSCU between the human tissues and SARS-CoV-2 or RaTG13 (the closest coronavirus to SARS-CoV-2). Lung has the highest correlation of RSCU to SARS-CoV-2 among all tissues, suggesting that the lung environment is generally suitable for SARS-CoV-2. Interestingly, for most tissues, SARS-CoV-2 has higher correlations with the human samples compared with the RaTG13-human correlation. This difference is most significant for lungs. In conclusion, the codon usage of SARS-CoV-2 has adapted to human lungs to allow fast decoding and translation. This adaptation probably took place after SARS-CoV-2 split from RaTG13 because RaTG13 is less perfectly correlated with human. This finding depicts the trajectory of adaptive evolution from ancestral sequence to SARS-CoV-2, and also well explains why SARS-CoV-2 rather than other viruses could perfectly adapt to human lung environment.

7.
Future Virol ; 16(9): 587-590, 2021 Sep.
Article in English | MEDLINE | ID: covidwho-1414216

ABSTRACT

As an RNA virus, the fast evolution of SARS-CoV-2 is driven by the extensive RNA deamination by the host cells.

8.
PLoS One ; 15(8): e0238490, 2020.
Article in English | MEDLINE | ID: covidwho-1388885

ABSTRACT

SARS-CoV-2 is still rampaging throughout the world while the many evolutionary studies on it are simultaneously springing up. Researchers have simply utilized the public RNA-seq data to find out the so-called SNPs in the virus genome. The evolutionary analyses were largely based on these mutations. Here, we claim that we reliably detected A-to-G RNA modifications in the RNA-seq data of SARS-CoV-2 with high signal to noise ratios, presumably caused by the host's deamination enzymes. Intriguingly, since SARS-CoV-2 is an RNA virus, it is technically impossible to distinguish SNPs and RNA modifications from the RNA-seq data alone without solid evidence, making it difficult to tell the evolutionary patterns behind the mutation spectrum. Researchers should clarify their biological significance before they automatically regard the mutations as SNPs or RNA modifications. This is not a problem for DNA organisms but should be seriously considered when we are investigating the RNA viruses.


Subject(s)
Betacoronavirus/genetics , Evolution, Molecular , Polymorphism, Single Nucleotide , RNA, Viral/genetics , Base Sequence , COVID-19 , Coronavirus Infections , Humans , Mutation Rate , Pandemics , Pneumonia, Viral , RNA-Seq , SARS-CoV-2
9.
Traditional Medicine Research ; 5(4):188-200, 2020.
Article in English | CAB Abstracts | ID: covidwho-1353080

ABSTRACT

Background: In this study, we preliminarily investigated the mechanism of Yin-Chai-Xiao-Du decoction for the treatment of COVID-19 by the method of network pharmacology.

10.
Signal Transduct Target Ther ; 6(1): 169, 2021 04 24.
Article in English | MEDLINE | ID: covidwho-1199270

ABSTRACT

Neurological manifestations are frequently reported in the COVID-19 patients. Neuromechanism of SARS-CoV-2 remains to be elucidated. In this study, we explored the mechanisms of SARS-CoV-2 neurotropism via our established non-human primate model of COVID-19. In rhesus monkey, SARS-CoV-2 invades the CNS primarily via the olfactory bulb. Thereafter, viruses rapidly spread to functional areas of the central nervous system, such as hippocampus, thalamus, and medulla oblongata. The infection of SARS-CoV-2 induces the inflammation possibly by targeting neurons, microglia, and astrocytes in the CNS. Consistently, SARS-CoV-2 infects neuro-derived SK-N-SH, glial-derived U251, and brain microvascular endothelial cells in vitro. To our knowledge, this is the first experimental evidence of SARS-CoV-2 neuroinvasion in the NHP model, which provides important insights into the CNS-related pathogenesis of SARS-CoV-2.


Subject(s)
Brain Diseases/metabolism , Brain/metabolism , COVID-19/metabolism , Olfactory Bulb/metabolism , SARS-CoV-2/metabolism , Animals , Astrocytes/metabolism , Astrocytes/pathology , Astrocytes/virology , Brain/pathology , Brain/virology , Brain Diseases/pathology , Brain Diseases/virology , COVID-19/pathology , Disease Models, Animal , Humans , Macaca mulatta , Microglia/metabolism , Microglia/pathology , Microglia/virology , Neurons/metabolism , Neurons/pathology , Neurons/virology , Olfactory Bulb/pathology , Olfactory Bulb/virology
11.
Future Virology ; 15(6):341-347, 2020.
Article in English | Web of Science | ID: covidwho-902297

ABSTRACT

Aim: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has spread throughout the world. There is urgent need to understand the phylogeny, divergence and origin of SARS-CoV-2. Materials & methods: A recent study claimed that there was 17% divergence between SARS-CoV-2 and RaTG13 (a SARS-related coronaviruses) on synonymous sites by using sequence alignment. We re-analyzed the sequences of the two coronaviruses with the same methodology. Results: We found that 87% of the synonymous substitutions between the two coronaviruses could be potentially explained by the RNA modification system in hosts, with 65% contributed by deamination on cytidines (C-T mismatches) and 22% contributed by deamination on adenosines (A-G mismatches). Conclusion: Our results demonstrate that the divergence between SARS-CoV-2 and RaTG13 has been overestimated.

12.
Future Microbiol ; 15: 1343-1352, 2020 09.
Article in English | MEDLINE | ID: covidwho-883808

ABSTRACT

Aim: The inference of coronavirus evolution is largely based on mutations in SARS-CoV-2 genome. Misinterpretation of these mutations would mislead people about the evolution of SARS-CoV-2. Materials & methods: With 4521 lines of SARS-CoV-2, we obtained 3169 unique point mutation sites. We counted the numbers and calculated the minor allele frequency (MAF) of each mutation type. Results: Nearly half of the point mutations are C-T mismatches and 20% are A-G mismatches. The MAF of C-T and A-G mismatches is significantly higher than MAF of other mutation types. Conclusion: The excessive C-T mismatches do not resemble the random mutation profile. They are likely to be caused by the cytosine-to-uridine deamination system in hosts.


Subject(s)
Betacoronavirus/genetics , Mutation , RNA, Viral/metabolism , Base Pair Mismatch , COVID-19 , Codon Usage , Coronavirus Infections/virology , Cytosine/metabolism , Databases, Genetic , Deamination , Gene Frequency , Genome, Viral , Humans , Pandemics , Pneumonia, Viral/virology , Polymorphism, Single Nucleotide , SARS-CoV-2 , Uridine/metabolism
13.
Mol Genet Genomics ; 295(6): 1537-1546, 2020 Nov.
Article in English | MEDLINE | ID: covidwho-743727

ABSTRACT

Understanding how SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronavirus 2) efficiently reproduces itself by taking resources from the human host could facilitate the development of drugs against the virus. SARS-CoV-2 translates its own proteins by using the host tRNAs, so that its GC or codon usage should fit that of the host cells. It is necessary to study both the virus and human genomes in the light of evolution and adaptation. The SARS-CoV-2 virus has significantly lower GC content and GC3 as compared to human. However, when we selected a set of human genes that have similar GC properties to SARS-CoV-2, we found that these genes were enriched in particular pathways. Moreover, these human genes have the codon composition perfectly correlated with the SARS-CoV-2, and were extraordinarily highly expressed in human lung tissues, demonstrating that the SARS-CoV-2 genes have similar GC usage as compared to the lung expressed human genes. RSCU (relative synonymous codon usage) and CAI (codon adaptation index) profiles further support the matching between SARS-CoV-2 and lungs. Our study indicates that SARS-CoV-2 might have adapted to the human lung environment by observing the high correlation between GC usage of SARS-CoV-2 and human lung genes, which suggests the GC content of SARS-CoV-2 is optimized to take advantage of human lung tissues.


Subject(s)
Betacoronavirus/genetics , Codon Usage , Coronavirus Infections/genetics , Coronavirus Infections/virology , Lung/virology , Pneumonia, Viral/genetics , Pneumonia, Viral/virology , Base Composition , COVID-19 , Genome, Human , Genome, Viral , Host-Pathogen Interactions/genetics , Humans , Pandemics , RNA-Seq , SARS-CoV-2
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