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  1. Article ; Online: Better, faster, and even cheap.

    Rapp, Micah / Carragher, Bridget

    Science (New York, N.Y.)

    2020  Volume 370, Issue 6513, Page(s) 171

    MeSH term(s) Cryoelectron Microscopy ; Movement
    Language English
    Publishing date 2020-10-08
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Comment
    ZDB-ID 128410-1
    ISSN 1095-9203 ; 0036-8075
    ISSN (online) 1095-9203
    ISSN 0036-8075
    DOI 10.1126/science.abd8035
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article: Contributions of single-particle cryoelectron microscopy toward fighting COVID-19

    Rapp, Micah / Shapiro, Lawrence / Frank, Joachim

    Trends in biochemical sciences. 2022 Feb., v. 47, no. 2

    2022  

    Abstract: Single-particle cryoelectron microscopy (cryo-EM), whose full capabilities have been realized only within the past decade, has had a pivotal role in the fight against COVID-19. This is due to the technique’s intrinsic power to depict both structural and ... ...

    Abstract Single-particle cryoelectron microscopy (cryo-EM), whose full capabilities have been realized only within the past decade, has had a pivotal role in the fight against COVID-19. This is due to the technique’s intrinsic power to depict both structural and dynamic features of molecules; in this case, of the spike protein of SARS-CoV-2. By now, numerous cryo-EM studies have furthered our understanding of spike protein–angiotensin-converting enzyme 2 (ACE2) receptor interactions, which has informed the design of effective vaccines, and have enabled the characterization of neutralizing antibody binding sites, which will lead to the design of novel therapeutics as the virus evolves.
    Keywords COVID-19 infection ; Severe acute respiratory syndrome coronavirus 2 ; antibodies ; cryo-electron microscopy ; enzymes ; therapeutics ; viruses
    Language English
    Dates of publication 2022-02
    Size p. 117-123.
    Publishing place Elsevier Ltd
    Document type Article
    ZDB-ID 194220-7
    ISSN 0968-0004 ; 0376-5067
    ISSN 0968-0004 ; 0376-5067
    DOI 10.1016/j.tibs.2021.10.005
    Database NAL-Catalogue (AGRICOLA)

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  3. Article: Contributions of single-particle cryoelectron microscopy toward fighting COVID-19.

    Rapp, Micah / Shapiro, Lawrence / Frank, Joachim

    Trends in biochemical sciences

    2021  Volume 47, Issue 2, Page(s) 117–123

    Abstract: Single-particle cryoelectron microscopy (cryo-EM), whose full capabilities have been realized only within the past decade, has had a pivotal role in the fight against COVID-19. This is due to the technique's intrinsic power to depict both structural and ... ...

    Abstract Single-particle cryoelectron microscopy (cryo-EM), whose full capabilities have been realized only within the past decade, has had a pivotal role in the fight against COVID-19. This is due to the technique's intrinsic power to depict both structural and dynamic features of molecules; in this case, of the spike protein of SARS-CoV-2. By now, numerous cryo-EM studies have furthered our understanding of spike protein-angiotensin-converting enzyme 2 (ACE2) receptor interactions, which has informed the design of effective vaccines, and have enabled the characterization of neutralizing antibody binding sites, which will lead to the design of novel therapeutics as the virus evolves.
    MeSH term(s) Antibodies, Neutralizing/metabolism ; COVID-19 ; Cryoelectron Microscopy ; Humans ; Protein Binding ; SARS-CoV-2 ; Spike Glycoprotein, Coronavirus
    Chemical Substances Antibodies, Neutralizing ; Spike Glycoprotein, Coronavirus
    Language English
    Publishing date 2021-10-30
    Publishing country England
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Review
    ZDB-ID 194216-5
    ISSN 1362-4326 ; 0968-0004 ; 0376-5067
    ISSN (online) 1362-4326
    ISSN 0968-0004 ; 0376-5067
    DOI 10.1016/j.tibs.2021.10.005
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article ; Online: Better, Faster, Cheaper: Recent Advances in Cryo-Electron Microscopy.

    Chua, Eugene Y D / Mendez, Joshua H / Rapp, Micah / Ilca, Serban L / Tan, Yong Zi / Maruthi, Kashyap / Kuang, Huihui / Zimanyi, Christina M / Cheng, Anchi / Eng, Edward T / Noble, Alex J / Potter, Clinton S / Carragher, Bridget

    Annual review of biochemistry

    2022  Volume 91, Page(s) 1–32

    Abstract: Cryo-electron microscopy (cryo-EM) continues its remarkable growth as a method for visualizing biological objects, which has been driven by advances across the entire pipeline. Developments in both single-particle analysis and in situ tomography have ... ...

    Abstract Cryo-electron microscopy (cryo-EM) continues its remarkable growth as a method for visualizing biological objects, which has been driven by advances across the entire pipeline. Developments in both single-particle analysis and in situ tomography have enabled more structures to be imaged and determined to better resolutions, at faster speeds, and with more scientists having improved access. This review highlights recent advances at each stageof the cryo-EM pipeline and provides examples of how these techniques have been used to investigate real-world problems, including antibody development against the SARS-CoV-2 spike during the recent COVID-19 pandemic.
    MeSH term(s) COVID-19 ; Cryoelectron Microscopy/methods ; Humans ; Pandemics ; SARS-CoV-2 ; Single Molecule Imaging
    Language English
    Publishing date 2022-03-23
    Publishing country United States
    Document type Journal Article ; Review ; Research Support, Non-U.S. Gov't ; Research Support, N.I.H., Extramural
    ZDB-ID 207924-0
    ISSN 1545-4509 ; 0066-4154
    ISSN (online) 1545-4509
    ISSN 0066-4154
    DOI 10.1146/annurev-biochem-032620-110705
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  5. Article: Structural Basis for Accommodation of Emerging B.1.351 and B.1.1.7 Variants by Two Potent SARS-CoV-2 Neutralizing Antibodies.

    Cerutti, Gabriele / Rapp, Micah / Guo, Yicheng / Bahna, Fabiana / Bimela, Jude / Reddem, Eswar R / Yu, Jian / Wang, Pengfei / Liu, Lihong / Huang, Yaoxing / Ho, David D / Kwong, Peter D / Sheng, Zizhang / Shapiro, Lawrence

    bioRxiv : the preprint server for biology

    2021  

    Abstract: Emerging SARS-CoV-2 strains, B.1.1.7 and B.1.351, from the UK and South Africa, respectively show decreased neutralization by monoclonal antibodies and convalescent or vaccinee sera raised against the original wild-type virus, and are thus of clinical ... ...

    Abstract Emerging SARS-CoV-2 strains, B.1.1.7 and B.1.351, from the UK and South Africa, respectively show decreased neutralization by monoclonal antibodies and convalescent or vaccinee sera raised against the original wild-type virus, and are thus of clinical concern. However, the neutralization potency of two antibodies, 1-57 and 2-7, which target the receptor-binding domain (RBD) of spike, was unaffected by these emerging strains. Here, we report cryo-EM structures of 1-57 and 2-7 in complex with spike, revealing each of these antibodies to utilize a distinct mechanism to bypass or accommodate RBD mutations. Notably, each antibody represented a response with recognition distinct from those of frequent antibody classes. Moreover, many epitope residues recognized by 1-57 and 2-7 were outside hotspots of evolutionary pressure for both ACE2 binding and neutralizing antibody escape. We suggest the therapeutic use of antibodies like 1-57 and 2-7, which target less prevalent epitopes, could ameliorate issues of monoclonal antibody escape.
    Language English
    Publishing date 2021-02-22
    Publishing country United States
    Document type Preprint
    DOI 10.1101/2021.02.21.432168
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Article ; Online: Positive-unlabeled convolutional neural networks for particle picking in cryo-electron micrographs.

    Bepler, Tristan / Morin, Andrew / Rapp, Micah / Brasch, Julia / Shapiro, Lawrence / Noble, Alex J / Berger, Bonnie

    Nature methods

    2019  Volume 16, Issue 11, Page(s) 1153–1160

    Abstract: Cryo-electron microscopy is a popular method for the determination of protein structures; however, identifying a sufficient number of particles for analysis can take months of manual effort. Current computational approaches find many false positives and ... ...

    Abstract Cryo-electron microscopy is a popular method for the determination of protein structures; however, identifying a sufficient number of particles for analysis can take months of manual effort. Current computational approaches find many false positives and require ad hoc postprocessing, especially for unusually shaped particles. To address these shortcomings, we develop Topaz, an efficient and accurate particle-picking pipeline using neural networks trained with a general-purpose positive-unlabeled learning method. This framework enables particle detection models to be trained with few sparsely labeled particles and no labeled negatives. Topaz retrieves many more real particles than conventional picking methods while maintaining low false-positive rates, is capable of picking challenging unusually shaped proteins (for example, small, non-globular and asymmetric particles), produces more representative particle sets and does not require post hoc curation. We demonstrate the performance of Topaz on two difficult datasets and three conventional datasets. Topaz is modular, standalone, free and open source ( http://topaz.csail.mit.edu ).
    MeSH term(s) Cryoelectron Microscopy/methods ; Image Processing, Computer-Assisted ; Neural Networks, Computer
    Language English
    Publishing date 2019-10-07
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Research Support, U.S. Gov't, Non-P.H.S.
    ZDB-ID 2169522-2
    ISSN 1548-7105 ; 1548-7091
    ISSN (online) 1548-7105
    ISSN 1548-7091
    DOI 10.1038/s41592-019-0575-8
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  7. Article ; Online: Structural basis for accommodation of emerging B.1.351 and B.1.1.7 variants by two potent SARS-CoV-2 neutralizing antibodies.

    Cerutti, Gabriele / Rapp, Micah / Guo, Yicheng / Bahna, Fabiana / Bimela, Jude / Reddem, Eswar R / Yu, Jian / Wang, Pengfei / Liu, Lihong / Huang, Yaoxing / Ho, David D / Kwong, Peter D / Sheng, Zizhang / Shapiro, Lawrence

    Structure (London, England : 1993)

    2021  Volume 29, Issue 7, Page(s) 655–663.e4

    Abstract: Emerging SARS-CoV-2 strains, B.1.1.7 and B.1.351, from the UK and South Africa, respectively, show decreased neutralization by monoclonal antibodies and convalescent or vaccinee sera raised against the original wild-type virus, and are thus of clinical ... ...

    Abstract Emerging SARS-CoV-2 strains, B.1.1.7 and B.1.351, from the UK and South Africa, respectively, show decreased neutralization by monoclonal antibodies and convalescent or vaccinee sera raised against the original wild-type virus, and are thus of clinical concern. However, the neutralization potency of two antibodies, 1-57 and 2-7, which target the receptor-binding domain (RBD) of the spike, was unaffected by these emerging strains. Here, we report cryo-EM structures of 1-57 and 2-7 in complex with spike, revealing each of these antibodies to utilize a distinct mechanism to bypass or accommodate RBD mutations. Notably, each antibody represented an immune response with recognition distinct from those of frequent antibody classes. Moreover, many epitope residues recognized by 1-57 and 2-7 were outside hotspots of evolutionary pressure for ACE2 binding and neutralizing antibody escape. We suggest the therapeutic use of antibodies, such as 1-57 and 2-7, which target less prevalent epitopes, could ameliorate issues of monoclonal antibody escape.
    MeSH term(s) Angiotensin-Converting Enzyme 2/chemistry ; Angiotensin-Converting Enzyme 2/genetics ; Angiotensin-Converting Enzyme 2/immunology ; Angiotensin-Converting Enzyme 2/metabolism ; Antibodies, Monoclonal/chemistry ; Antibodies, Monoclonal/genetics ; Antibodies, Monoclonal/immunology ; Antibodies, Monoclonal/metabolism ; Antibodies, Neutralizing/chemistry ; Antibodies, Neutralizing/genetics ; Antibodies, Neutralizing/immunology ; Antibodies, Neutralizing/metabolism ; Antibodies, Viral/chemistry ; Antibodies, Viral/genetics ; Antibodies, Viral/immunology ; Antibodies, Viral/metabolism ; Binding Sites ; Cloning, Molecular ; Cryoelectron Microscopy ; Epitopes/chemistry ; Epitopes/genetics ; Epitopes/immunology ; Epitopes/metabolism ; Gene Expression ; HEK293 Cells ; Humans ; Models, Molecular ; Mutation ; Protein Binding ; Protein Conformation, alpha-Helical ; Protein Conformation, beta-Strand ; Protein Interaction Domains and Motifs ; Receptors, Virus/chemistry ; Receptors, Virus/genetics ; Receptors, Virus/immunology ; Receptors, Virus/metabolism ; Recombinant Proteins/chemistry ; Recombinant Proteins/genetics ; Recombinant Proteins/immunology ; Recombinant Proteins/metabolism ; SARS-CoV-2/chemistry ; SARS-CoV-2/genetics ; SARS-CoV-2/immunology ; SARS-CoV-2/metabolism ; Spike Glycoprotein, Coronavirus/chemistry ; Spike Glycoprotein, Coronavirus/genetics ; Spike Glycoprotein, Coronavirus/immunology ; Spike Glycoprotein, Coronavirus/metabolism
    Chemical Substances Antibodies, Monoclonal ; Antibodies, Neutralizing ; Antibodies, Viral ; Epitopes ; Receptors, Virus ; Recombinant Proteins ; Spike Glycoprotein, Coronavirus ; spike protein, SARS-CoV-2 ; ACE2 protein, human (EC 3.4.17.23) ; Angiotensin-Converting Enzyme 2 (EC 3.4.17.23)
    Language English
    Publishing date 2021-06-09
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, N.I.H., Intramural ; Research Support, Non-U.S. Gov't
    ZDB-ID 1213087-4
    ISSN 1878-4186 ; 0969-2126
    ISSN (online) 1878-4186
    ISSN 0969-2126
    DOI 10.1016/j.str.2021.05.014
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  8. Article ; Online: Modular basis for potent SARS-CoV-2 neutralization by a prevalent VH1-2-derived antibody class.

    Rapp, Micah / Guo, Yicheng / Reddem, Eswar R / Yu, Jian / Liu, Lihong / Wang, Pengfei / Cerutti, Gabriele / Katsamba, Phinikoula / Bimela, Jude S / Bahna, Fabiana A / Mannepalli, Seetha M / Zhang, Baoshan / Kwong, Peter D / Huang, Yaoxing / Ho, David D / Shapiro, Lawrence / Sheng, Zizhang

    Cell reports

    2021  Volume 35, Issue 1, Page(s) 108950

    Abstract: Antibodies with heavy chains that derive from the VH1-2 gene constitute some of the most potent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-neutralizing antibodies yet identified. To provide insight into whether these genetic ... ...

    Abstract Antibodies with heavy chains that derive from the VH1-2 gene constitute some of the most potent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-neutralizing antibodies yet identified. To provide insight into whether these genetic similarities inform common modes of recognition, we determine the structures of the SARS-CoV-2 spike in complex with three VH1-2-derived antibodies: 2-15, 2-43, and H4. All three use VH1-2-encoded motifs to recognize the receptor-binding domain (RBD), with heavy-chain N53I-enhancing binding and light-chain tyrosines recognizing F486
    MeSH term(s) Antibodies, Neutralizing/genetics ; Antibodies, Neutralizing/immunology ; Antibodies, Viral/genetics ; Antibodies, Viral/immunology ; COVID-19/genetics ; COVID-19/immunology ; HEK293 Cells ; Humans ; Immunoglobulin Variable Region/genetics ; Immunoglobulin Variable Region/immunology ; SARS-CoV-2/immunology
    Chemical Substances Antibodies, Neutralizing ; Antibodies, Viral ; Immunoglobulin Variable Region
    Language English
    Publishing date 2021-03-19
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Research Support, U.S. Gov't, Non-P.H.S.
    ZDB-ID 2649101-1
    ISSN 2211-1247 ; 2211-1247
    ISSN (online) 2211-1247
    ISSN 2211-1247
    DOI 10.1016/j.celrep.2021.108950
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  9. Article ; Online: The solute specificity profiles of nucleobase cation symporter 1 (NCS1) from Zea mays and Setaria viridis illustrate functional flexibility.

    Rapp, Micah / Schein, Jessica / Hunt, Kevin A / Nalam, Vamsi / Mourad, George S / Schultes, Neil P

    Protoplasma

    2016  Volume 253, Issue 2, Page(s) 611–623

    Abstract: The solute specificity profiles (transport and binding) for the nucleobase cation symporter 1 (NCS1) proteins, from the closely related C4 grasses Zea mays and Setaria viridis, differ from that of Arabidopsis thaliana and Chlamydomonas reinhardtii NCS1. ... ...

    Abstract The solute specificity profiles (transport and binding) for the nucleobase cation symporter 1 (NCS1) proteins, from the closely related C4 grasses Zea mays and Setaria viridis, differ from that of Arabidopsis thaliana and Chlamydomonas reinhardtii NCS1. Solute specificity profiles for NCS1 from Z. mays (ZmNCS1) and S. viridis (SvNCS1) were determined through heterologous complementation studies in NCS1-deficient Saccharomyces cerevisiae strains. The four Viridiplantae NCS1 proteins transport the purines adenine and guanine, but unlike the dicot and algal NCS1, grass NCS1 proteins fail to transport the pyrimidine uracil. Despite the high level of amino acid sequence similarity, ZmNCS1 and SvNCS1 display distinct solute transport and recognition profiles. SvNCS1 transports adenine, guanine, hypoxanthine, cytosine, and allantoin and competitively binds xanthine and uric acid. ZmNCS1 transports adenine, guanine, and cytosine and competitively binds, 5-fluorocytosine, hypoxanthine, xanthine, and uric acid. The differences in grass NCS1 profiles are due to a limited number of amino acid alterations. These amino acid residues do not correspond to amino acids essential for overall solute and cation binding or solute transport, as previously identified in bacterial and fungal NCS1, but rather may represent residues involved in subtle solute discrimination. The data presented here reveal that within Viridiplantae, NCS1 proteins transport a broad range of nucleobase compounds and that the solute specificity profile varies with species.
    MeSH term(s) Adenine/metabolism ; Amino Acid Sequence ; Arabidopsis ; Cation Transport Proteins/chemistry ; Cation Transport Proteins/genetics ; Cation Transport Proteins/metabolism ; Chloroplasts/metabolism ; Genes, Plant ; Genetic Complementation Test ; Kinetics ; Plant Proteins/chemistry ; Plant Proteins/genetics ; Plant Proteins/metabolism ; Protein Transport ; Saccharomyces cerevisiae ; Setaria Plant/genetics ; Setaria Plant/metabolism ; Substrate Specificity ; Zea mays/genetics ; Zea mays/metabolism
    Chemical Substances Cation Transport Proteins ; Plant Proteins ; Adenine (JAC85A2161)
    Language English
    Publishing date 2016-03
    Publishing country Austria
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 123809-7
    ISSN 1615-6102 ; 0033-183X
    ISSN (online) 1615-6102
    ISSN 0033-183X
    DOI 10.1007/s00709-015-0838-x
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  10. Article ; Online: Visualization of clustered protocadherin neuronal self-recognition complexes.

    Brasch, Julia / Goodman, Kerry M / Noble, Alex J / Rapp, Micah / Mannepalli, Seetha / Bahna, Fabiana / Dandey, Venkata P / Bepler, Tristan / Berger, Bonnie / Maniatis, Tom / Potter, Clinton S / Carragher, Bridget / Honig, Barry / Shapiro, Lawrence

    Nature

    2019  Volume 569, Issue 7755, Page(s) 280–283

    Abstract: Neurite self-recognition and avoidance are fundamental properties of all nervous ... ...

    Abstract Neurite self-recognition and avoidance are fundamental properties of all nervous systems
    MeSH term(s) Animals ; Cadherins/chemistry ; Cadherins/genetics ; Cadherins/metabolism ; Cadherins/ultrastructure ; Cryoelectron Microscopy ; Crystallography, X-Ray ; Liposomes/chemistry ; Liposomes/metabolism ; Mice ; Models, Molecular ; Neurons/chemistry ; Neurons/metabolism ; Neurons/ultrastructure ; Protein Domains ; Protein Multimerization
    Chemical Substances Cadherins ; Liposomes ; Pcdh1 protein, mouse
    Language English
    Publishing date 2019-04-10
    Publishing country England
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Research Support, U.S. Gov't, Non-P.H.S.
    ZDB-ID 120714-3
    ISSN 1476-4687 ; 0028-0836
    ISSN (online) 1476-4687
    ISSN 0028-0836
    DOI 10.1038/s41586-019-1089-3
    Database MEDical Literature Analysis and Retrieval System OnLINE

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