The SARS-Cov-2 Arginine Dimers
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Predicting Hosts Based on Early SARS-Cov-2 Samples And
www.nature.com/scientificreports OPEN Predicting hosts based on early SARS‑CoV‑2 samples and analyzing the 2020 pandemic Qian Guo1,2,3,7, Mo Li4,7, Chunhui Wang4,7, Jinyuan Guo1,3,7, Xiaoqing Jiang1,2,5,7, Jie Tan1, Shufang Wu1,2, Peihong Wang1, Tingting Xiao6, Man Zhou1,2, Zhencheng Fang1,2, Yonghong Xiao6* & Huaiqiu Zhu1,2,3,5* The SARS‑CoV‑2 pandemic has raised concerns in the identifcation of the hosts of the virus since the early stages of the outbreak. To address this problem, we proposed a deep learning method, DeepHoF, based on extracting viral genomic features automatically, to predict the host likelihood scores on fve host types, including plant, germ, invertebrate, non‑human vertebrate and human, for novel viruses. DeepHoF made up for the lack of an accurate tool, reaching a satisfactory AUC of 0.975 in the fve‑ classifcation, and could make a reliable prediction for the novel viruses without close neighbors in phylogeny. Additionally, to fll the gap in the efcient inference of host species for SARS‑CoV‑2 using existing tools, we conducted a deep analysis on the host likelihood profle calculated by DeepHoF. Using the isolates sequenced in the earliest stage of the COVID‑19 pandemic, we inferred that minks, bats, dogs and cats were potential hosts of SARS‑CoV‑2, while minks might be one of the most noteworthy hosts. Several genes of SARS‑CoV‑2 demonstrated their signifcance in determining the host range. Furthermore, a large‑scale genome analysis, based on DeepHoF’s computation for the later pandemic in 2020, disclosed the uniformity of host range among SARS‑CoV‑2 samples and the strong association of SARS‑CoV‑2 between humans and minks. -
Searching for Relatives of SARS-Cov-2 in Bats
RESEARCH HIGHLIGHTS IN BRIEF PUBLIC HEALTH Defeating dengue with Wolbachia The introduction of Wolbachia bacteria into Aedes aegypti mos- quitoes confers resistance to dengue virus (DENV) and other BROOK/ ROBERT Credit: LIBRARY/Alamy PHOTO SCIENCE arbovirues, and the release of Wolbachia- infected mosquitoes SYNTHETIC BIOLOGY in endemic regions may be an effective arboviral control strat- egy. Now, Utarini et al. report the results a cluster-randomized trial involving the release of A. aegypti mosquitoes infected with the wMel strain of Wolbachia pipientis for the control of DENV Designer bacteria infections in Yogyakarta, Indonesia. Geographical clusters ran- domly received either deployments of wMel- infected A. aegypti (interventional clusters) or no deployments (control clusters), Engineering bacteria by removing code of viral genomes. Cells were and virologically confirmed dengue (VCD) was surveyed in sense codons and their cognate treated with a cocktail of phages 8,144 patients from 18 primary care clinics. In the control clus- tRNAs could lead to the creation containing the phages lambda, ters, VCD occurred in 9.4% of patients but remarkably DENV of cells with desirable properties P1vir, T4, T6 and T7, which have was detected in only 2.3% of patients in interventional clusters. for biotechnology applications, such TCA or TCG sense codons that are The incidence of symptomatic dengue fever and hospitaliza- tions for VCD was significantly reduced in interventional clus- as complete resistance to contami- 10–58 times more abundant than the ters, suggesting that mosquito deployments could eliminate nating phages or the ability to incor- TAG codon in their genomes, and Ser dengue fever in endemic regions. -
The Rhinolophus Affinis Bat ACE2 and Multiple Animal Orthologs Are Functional 2 Receptors for Bat Coronavirus Ratg13 and SARS-Cov-2 3
bioRxiv preprint doi: https://doi.org/10.1101/2020.11.16.385849; this version posted November 17, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC 4.0 International license. 1 The Rhinolophus affinis bat ACE2 and multiple animal orthologs are functional 2 receptors for bat coronavirus RaTG13 and SARS-CoV-2 3 4 Pei Li1#, Ruixuan Guo1#, Yan Liu1#, Yintgtao Zhang2#, Jiaxin Hu1, Xiuyuan Ou1, Dan 5 Mi1, Ting Chen1, Zhixia Mu1, Yelin Han1, Zhewei Cui1, Leiliang Zhang3, Xinquan 6 Wang4, Zhiqiang Wu1*, Jianwei Wang1*, Qi Jin1*,, Zhaohui Qian1* 7 NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen 8 Biology, Chinese Academy of Medical Sciences and Peking Union Medical College1, 9 Beijing, 100176, China; School of Pharmaceutical Sciences, Peking University2, 10 Beijing, China; .Institute of Basic Medicine3, Shandong First Medical University & 11 Shandong Academy of Medical Sciences, Jinan 250062, Shandong, China; The 12 Ministry of Education Key Laboratory of Protein Science, Beijing Advanced 13 Innovation Center for Structural Biology, Beijing Frontier Research Center for 14 Biological Structure, Collaborative Innovation Center for Biotherapy, School of Life 15 Sciences, Tsinghua University4, Beijing, China; 16 17 Keywords: SARS-CoV-2, bat coronavirus RaTG13, spike protein, Rhinolophus affinis 18 bat ACE2, host susceptibility, coronavirus entry 19 20 #These authors contributed equally to this work. 21 *To whom correspondence should be addressed: [email protected], 22 [email protected], [email protected], [email protected] 23 bioRxiv preprint doi: https://doi.org/10.1101/2020.11.16.385849; this version posted November 17, 2020. -
Multiple Recombination Events and Strong Purifying Selection at the Origin of SARS-Cov-2 Spike Glycoprotein Increased Correlated Dynamic Movements
International Journal of Molecular Sciences Article Multiple Recombination Events and Strong Purifying Selection at the Origin of SARS-CoV-2 Spike Glycoprotein Increased Correlated Dynamic Movements Massimiliano S. Tagliamonte 1,2,† , Nabil Abid 3,4,†, Stefano Borocci 5,6 , Elisa Sangiovanni 5, David A. Ostrov 2 , Sergei L. Kosakovsky Pond 7, Marco Salemi 1,2,*, Giovanni Chillemi 5,8,*,‡ and Carla Mavian 1,2,*,‡ 1 Emerging Pathogen Institute, University of Florida, Gainesville, FL 32608, USA; mstagliamonte@ufl.edu 2 Department of Pathology, Immunology and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA; [email protected]fl.edu 3 Laboratory of Transmissible Diseases and Biological Active Substances LR99ES27, Faculty of Pharmacy, University of Monastir, Rue Ibn Sina, 5000 Monastir, Tunisia; [email protected] 4 Department of Biotechnology, High Institute of Biotechnology of Sidi Thabet, University of Manouba, BP-66, 2020 Ariana-Tunis, Tunisia 5 Department for Innovation in Biological, Agro-food and Forest Systems (DIBAF), University of Tuscia, via S. Camillo de Lellis s.n.c., 01100 Viterbo, Italy; [email protected] (S.B.); [email protected] (E.S.) 6 Institute for Biological Systems, National Research Council, Via Salaria, Km 29.500, 00015 Monterotondo, Rome, Italy 7 Department of Biology, Temple University, Philadelphia, PA 19122, USA; [email protected] 8 Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies (IBIOM), National Research Council, Via Giovanni Amendola, 122/O, 70126 Bari, Italy * Correspondence: [email protected]fl.edu (M.S.); [email protected] (G.C.); cmavian@ufl.edu (C.M.) † Authors contributed equally as first to this work. ‡ Authors contributed equally as last to this work. -
Inverted Repeats in Coronavirus SARS-Cov-2 Genome and Implications in Evolution
Inverted repeats in coronavirus SARS-CoV-2 genome and implications in evolution Changchuan Yin ID ∗ Department of Mathematics, Statistics, and Computer Science University of Illinois at Chicago Chicago, IL 60607 USA Stephen S.-T. Yau ID y Department of Mathematical Sciences Tsinghua University Beijing 100084 China Abstract The coronavirus disease (COVID-19) pandemic, caused by the coronavirus SARS- CoV-2, has caused 60 millions of infections and 1.38 millions of fatalities. Genomic analysis of SARS-CoV-2 can provide insights on drug design and vaccine develop- ment for controlling the pandemic. Inverted repeats in a genome greatly impact the stability of the genome structure and regulate gene expression. Inverted repeats involve cellular evolution and genetic diversity, genome arrangements, and diseases. Here, we investigate the inverted repeats in the coronavirus SARS-CoV-2 genome. We found that SARS-CoV-2 genome has an abundance of inverted repeats. The inverted repeats are mainly located in the gene of the Spike protein. This result suggests the Spike protein gene undergoes recombination events, therefore, is essential for fast evolution. Comparison of the inverted repeat signatures in human and bat coronaviruses suggest that SARS-CoV-2 is mostly related SARS-related coronavirus, SARSr-CoV/RaTG13. The study also reveals that the recent SARS- related coronavirus, SARSr-CoV/RmYN02, has a high amount of inverted repeats in the spike protein gene. Besides, this study demonstrates that the inverted repeat distribution in a genome can be considered as the genomic signature. This study highlights the significance of inverted repeats in the evolution of SARS-CoV-2 and presents the inverted repeats as the genomic signature in genome analysis. -
Exploring the Natural Origins of SARS-Cov-2
bioRxiv preprint doi: https://doi.org/10.1101/2021.01.22.427830; this version posted January 22, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC 4.0 International license. Exploring the natural origins of SARS-CoV-2 1 1 2 3 1,* Spyros Lytras , Joseph Hughes , Wei Xia , Xiaowei Jiang , David L Robertson 1 MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK. 2 National School of Agricultural Institution and Development, South China Agricultural University, Guangzhou, China. 3 Department of Biological Sciences, Xi'an Jiaotong-Liverpool University (XJTLU), Suzhou, China. * Correspondence: [email protected] Summary. The lack of an identifiable intermediate host species for the proximal animal ancestor of SARS-CoV-2 and the distance (~1500 km) from Wuhan to Yunnan province, where the closest evolutionary related coronaviruses circulating in horseshoe bats have been identified, is fueling speculation on the natural origins of SARS-CoV-2. Here we analyse SARS-CoV-2’s related horseshoe bat and pangolin Sarbecoviruses and confirm Rhinolophus affinis continues to be the likely reservoir species as its host range extends across Central and Southern China. This would explain the bat Sarbecovirus recombinants in the West and East China, trafficked pangolin infections and bat Sarbecovirus recombinants linked to Southern China. Recent ecological disturbances as a result of changes in meat consumption could then explain SARS-CoV-2 transmission to humans through direct or indirect contact with the reservoir wildlife, and subsequent emergence towards Hubei in Central China. -
Immune Evasion of SARS-Cov-2 Emerging Variants: What Have We Learnt So Far?
viruses Review Immune Evasion of SARS-CoV-2 Emerging Variants: What Have We Learnt So Far? Ivana Lazarevic * , Vera Pravica, Danijela Miljanovic and Maja Cupic Institute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia; [email protected] (V.P.); [email protected] (D.M.); [email protected] (M.C.) * Correspondence: [email protected]; Tel.: +381-11-3643-379 Abstract: Despite the slow evolutionary rate of SARS-CoV-2 relative to other RNA viruses, its massive and rapid transmission during the COVID-19 pandemic has enabled it to acquire significant genetic diversity since it first entered the human population. This led to the emergence of numerous variants, some of them recently being labeled “variants of concern” (VOC), due to their potential impact on transmission, morbidity/mortality, and the evasion of neutralization by antibodies elicited by infection, vaccination, or therapeutic application. The potential to evade neutralization is the result of diversity of the target epitopes generated by the accumulation of mutations in the spike protein. While three globally recognized VOCs (Alpha or B.1.1.7, Beta or B.1.351, and Gamma or P.1) remain sensitive to neutralization albeit at reduced levels by the sera of convalescent individuals and recipients of several anti-COVID19 vaccines, the effect of spike variability is much more evident on the neutralization capacity of monoclonal antibodies. The newly recognized VOC Delta or lineage B.1.617.2, as well as locally accepted VOCs (Epsilon or B.1.427/29-US and B1.1.7 with the E484K-UK) are indicating the necessity of close monitoring of new variants on a global level. -
The COVID-19 Pandemic: a Comprehensive Review of Taxonomy, Genetics, Epidemiology, Diagnosis, Treatment, and Control
Journal of Clinical Medicine Review The COVID-19 Pandemic: A Comprehensive Review of Taxonomy, Genetics, Epidemiology, Diagnosis, Treatment, and Control Yosra A. Helmy 1,2,* , Mohamed Fawzy 3,*, Ahmed Elaswad 4, Ahmed Sobieh 5, Scott P. Kenney 1 and Awad A. Shehata 6,7 1 Department of Veterinary Preventive Medicine, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster, OH 44691, USA; [email protected] 2 Department of Animal Hygiene, Zoonoses and Animal Ethology, Faculty of Veterinary Medicine, Suez Canal University, Ismailia 41522, Egypt 3 Department of Virology, Faculty of Veterinary Medicine, Suez Canal University, Ismailia 41522, Egypt 4 Department of Animal Wealth Development, Faculty of Veterinary Medicine, Suez Canal University, Ismailia 41522, Egypt; [email protected] 5 Department of Radiology, University of Massachusetts Medical School, Worcester, MA 01655, USA; [email protected] 6 Avian and Rabbit Diseases Department, Faculty of Veterinary Medicine, Sadat City University, Sadat 32897, Egypt; [email protected] 7 Research and Development Section, PerNaturam GmbH, 56290 Gödenroth, Germany * Correspondence: [email protected] (Y.A.H.); [email protected] (M.F.) Received: 18 March 2020; Accepted: 21 April 2020; Published: 24 April 2020 Abstract: A pneumonia outbreak with unknown etiology was reported in Wuhan, Hubei province, China, in December 2019, associated with the Huanan Seafood Wholesale Market. The causative agent of the outbreak was identified by the WHO as the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), producing the disease named coronavirus disease-2019 (COVID-19). The virus is closely related (96.3%) to bat coronavirus RaTG13, based on phylogenetic analysis. -
WHO-Convened Global Study of Origins of SARS-Cov-2: China Part
WHO-convened Global Study of Origins of SARS-CoV-2: China Part Joint WHO-China Study 14 January-10 February 2021 Joint Report 1 LIST OF ABBREVIATIONS AND ACRONYMS ARI acute respiratory illness cDNA complementary DNA China CDC Chinese Center for Disease Control and Prevention CNCB China National Center for Bioinformation CoV coronavirus Ct values cycle threshold values DDBJ DNA Database of Japan EMBL-EBI European Molecular Biology Laboratory and European Bioinformatics Institute FAO Food and Agriculture Organization of the United Nations GISAID Global Initiative on Sharing Avian Influenza Database GOARN Global Outbreak Alert and Response Network Hong Kong SAR Hong Kong Special Administrative Region Huanan market Huanan Seafood Wholesale Market IHR International Health Regulations (2005) ILI influenza-like illness INSD International Nucleotide Sequence Database MERS Middle East respiratory syndrome MRCA most recent common ancestor NAT nucleic acid testing NCBI National Center for Biotechnology Information NMDC National Microbiology Data Center NNDRS National Notifiable Disease Reporting System OIE World Organisation for Animal Health (Office international des Epizooties) PCR polymerase chain reaction PHEIC public health emergency of international concern RT-PCR real-time polymerase chain reaction SARI severe acute respiratory illness SARS-CoV-2 Severe acute respiratory syndrome coronavirus 2 SARSr-CoV-2 Severe acute respiratory syndrome coronavirus 2-related virus tMRCA time to most recent common ancestor WHO World Health Organization WIV Wuhan Institute of Virology 2 Acknowledgements WHO gratefully acknowledges the work of the joint team, including Chinese and international scientists and WHO experts who worked on the technical sections of this report, and those who worked on studies to prepare data and information for the joint mission. -
Identification of a SARS- Like Bat Coronavirus That Shares Structural
SHORT COMMUNICATION Fraguas Bringas and Booth, Access Microbiology 2020;2 DOI 10.1099/acmi.0.000166 OPEN ACCESS Identification of a SARS- like bat coronavirus that shares structural features with the spike glycoprotein receptor- binding domain of SARS- CoV-2 Conchita Fraguas Bringas and David Booth* Abstract SARS- CoV-2 is a recently emerged coronavirus that binds angiotensin- converting enzyme 2 (ACE2) for cell entry via its receptor- binding domain (RBD) on a surface- expressed spike glycoprotein. Studies show that despite its similarities to severe acute respiratory syndrome (SARS) coronavirus, there are critical differences in key RBD residues when compared to SARS- CoV-2. Here we present a short in silico study, showing that SARS- like bat coronavirus Rs3367 shares a high conservation with SARS- CoV-2 in important RBD residues for ACE2 binding: SARS- CoV-2’s Phe486, Thr500, Asn501 and Tyr505; implicated in receptor- binding strength and host-range determination. These features were not shared with other studied bat coronavi- ruses belonging to the betacoronavirus genus, including RaTG13, the closest reported bat coronavirus to SARS- CoV-2’s spike protein. Sequence and phylogeny analyses were followed by the computation of a reliable model of the RBD of SARS- like bat coronavirus Rs3367, which allowed structural insight of the conserved residues. Superimposition of this model on the SARS- CoV-2 ACE2- RBD complex revealed critical ACE2 contacts are also maintained. In addition, residue Asn488Rs3367 interacted with a previously defined pocket on ACE2 composed of Tyr41, Lys353 and Asp355. When compared to available SARS-CoV-2 crystal structure data, Asn501SARS- CoV-2 showed a different interaction with the ACE2 pocket. -
Spike Mutation T403R Allows Bat Coronavirus Ratg13 to Use Human
bioRxiv preprint doi: https://doi.org/10.1101/2021.05.31.446386; this version posted May 31, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. 1 Spike mutation T403R allows bat coronavirus 2 RaTG13 to use human ACE2 3 Fabian Zech1, Daniel Schniertshauer1, Christoph Jung2,3,4, Alexandra Herrmann5, Qinya 4 Xie1, Rayhane Nchioua1, Caterina Prelli Bozzo1, Meta Volcic1, Lennart Koepke1, Jana 5 Krüger6, Sandra Heller6, Alexander Kleger6, Timo Jacob2,3,4, Karl-Klaus Conzelmann7, 6 Armin Ensser5, Konstantin M.J. Sparrer1 and Frank Kirchhoff1* 7 8 1Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany; 9 2Institute of Electrochemistry, Ulm University, 89081 Ulm, Germany; 3Helmholtz-Institute 10 Ulm (HIU) Electrochemical Energy Storage, Helmholtz-Straße 16, 89081 Ulm, Germany; 11 4Karlsruhe Institute of Technology (KIT), P.O. Box 3640, 76021 Karlsruhe, Germany; 12 5Institute of Clinical and Molecular Virology, University Hospital Erlangen, Friedrich- 13 Alexander Universität Erlangen-Nürnberg, 91054 Erlangen, Germany. 6Department of 14 Internal Medicine I, Ulm University Medical Center, 89081 Ulm, Germany; 7Max von 15 Pettenkofer-Institute of Virology, Medical Faculty, and Gene Center, Ludwig-Maximilians- 16 Universität München, 81377 Munich, Germany. 17 18 * Address Correspondence to: [email protected] 19 20 Running title: T403R allows RaTG13 Spike to use human ACE2 21 22 KEYWORDS: SARS-CoV-2, RaTG13, spike glycoprotein, ACE2 receptor, viral zoonosis 1 bioRxiv preprint doi: https://doi.org/10.1101/2021.05.31.446386; this version posted May 31, 2021. -
Science Journals
RESEARCH CORONAVIRUS ticles showed enhanced heterologous binding and neutralization properties against hu- Mosaic nanoparticles elicit cross-reactive immune man and bat SARS-like betacoronaviruses (sarbecoviruses). responses to zoonotic coronaviruses in mice We used a study of sarbecovirus RBD re- ceptor usage and cell tropism (38) to guide Alexander A. Cohen1, Priyanthi N. P. Gnanapragasam1, Yu E. Lee1, Pauline R. Hoffman1, Susan Ou1, our choice of RBDs for co-display on mosaic Leesa M. Kakutani1, Jennifer R. Keeffe1, Hung-Jen Wu2, Mark Howarth2, Anthony P. West1, particles. From 29 RBDs that were classified Christopher O. Barnes1, Michel C. Nussenzweig3, Pamela J. Bjorkman1* into distinct clades (clades 1, 2, 1/2, and 3) (38), we identified diverse RBDs from SARS- Protection against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and SARS-related emergent CoV, WIV1, and SHC014 (clade 1); SARS-CoV-2 zoonotic coronaviruses is urgently needed. We made homotypic nanoparticles displaying the receptor binding (clade 1/2); Rs4081, Yunnan 2011 (Yun11), and domain (RBD) of SARS-CoV-2 or co-displaying SARS-CoV-2 RBD along with RBDs from animal betacoronaviruses Rf1 (clade 2); and BM-4831 (clade 3). Of these, that represent threats to humans (mosaic nanoparticles with four to eight distinct RBDs). Mice immunized SARS-CoV-2 and SARS-CoV are human coro- with RBD nanoparticles, but not soluble antigen, elicited cross-reactive binding and neutralization responses. naviruses and the rest are bat viruses originat- Mosaic RBD nanoparticles elicited antibodies with superior cross-reactive recognition of heterologous RBDs ing in China or Bulgaria (BM-4831). We also relative to sera from immunizations with homotypic SARS-CoV-2–RBD nanoparticles or COVID-19 convalescent included RBDs from the GX pangolin clade 1/2 human plasmas.