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Carrascosa-Sàez M, Marqués MC, Geller R, Elena SF, Rahmeh A, Dufloo J, Sanjuán R. Cell type-specific adaptation of the SARS-CoV-2 spike. Virus Evol 2024; 10:veae032. [PMID: 38779130 PMCID: PMC11110937 DOI: 10.1093/ve/veae032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 04/10/2024] [Accepted: 04/18/2024] [Indexed: 05/25/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) can infect various human tissues and cell types, principally via interaction with its cognate receptor angiotensin-converting enzyme-2 (ACE2). However, how the virus evolves in different cellular environments is poorly understood. Here, we used experimental evolution to study the adaptation of the SARS-CoV-2 spike to four human cell lines expressing different levels of key entry factors. After twenty passages of a spike-expressing recombinant vesicular stomatitis virus (VSV), cell-type-specific phenotypic changes were observed and sequencing allowed the identification of sixteen adaptive spike mutations. We used VSV pseudotyping to measure the entry efficiency, ACE2 affinity, spike processing, TMPRSS2 usage, and entry pathway usage of all the mutants, alone or in combination. The fusogenicity of the mutant spikes was assessed with a cell-cell fusion assay. Finally, mutant recombinant VSVs were used to measure the fitness advantage associated with selected mutations. We found that the effects of these mutations varied across cell types, both in terms of viral entry and replicative fitness. Interestingly, two spike mutations (L48S and A372T) that emerged in cells expressing low ACE2 levels increased receptor affinity, syncytia induction, and entry efficiency under low-ACE2 conditions. Our results demonstrate specific adaptation of the SARS-CoV-2 spike to different cell types and have implications for understanding SARS-CoV-2 tissue tropism and evolution.
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Affiliation(s)
- Marc Carrascosa-Sàez
- Institute for Integrative Systems Biology (I2SysBio). University of Valencia—CSIC, Paterna, 46980, Spain
| | - María-Carmen Marqués
- Institute for Integrative Systems Biology (I2SysBio). University of Valencia—CSIC, Paterna, 46980, Spain
| | - Ron Geller
- Institute for Integrative Systems Biology (I2SysBio). University of Valencia—CSIC, Paterna, 46980, Spain
- Instituto de Biomedicina de Valencia (IBV), CSIC and CIBER de Enfermedades Raras (CIBERER), Valencia 46010, Spain
| | - Santiago F Elena
- Institute for Integrative Systems Biology (I2SysBio). University of Valencia—CSIC, Paterna, 46980, Spain
- The Santa Fe Institute, Santa Fe, NM 87501, USA
| | - Amal Rahmeh
- Departament de Medicina i Ciències de La Vida (MELIS), Universitat Pompeu Fabra, Barcelona 08003, Spain
| | - Jérémy Dufloo
- Institute for Integrative Systems Biology (I2SysBio). University of Valencia—CSIC, Paterna, 46980, Spain
| | - Rafael Sanjuán
- Institute for Integrative Systems Biology (I2SysBio). University of Valencia—CSIC, Paterna, 46980, Spain
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Lian W, Jang J, Potisopon S, Li PC, Rahmeh A, Wang J, Kwiatkowski NP, Gray NS, Yang PL. Correction to Discovery of Immunologically Inspired Small Molecules That Target the Viral Envelope Protein. ACS Infect Dis 2019; 5:2176. [PMID: 31675213 DOI: 10.1021/acsinfecdis.9b00401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Lian W, Jang J, Potisopon S, Li PC, Rahmeh A, Wang J, Kwiatkowski NP, Gray NS, Yang PL. Discovery of Immunologically Inspired Small Molecules That Target the Viral Envelope Protein. ACS Infect Dis 2018; 4:1395-1406. [PMID: 30027735 DOI: 10.1021/acsinfecdis.8b00127] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Dengue virus is a major human pathogen that infects over 390 million people annually leading to approximately 500 000 hospitalizations due to severe dengue. Since the only marketed vaccine, Dengvaxia, has recently been shown to increase disease severity in those lacking natural immunity, antivirals to prevent or treat dengue infection represent a large, unmet medical need. Small molecules that target the dengue virus envelope protein, E, on the surface of the virion could act analogously to antibodies by engaging E extracellularly to block infection; however, a shortage of target-based assays suitable for screening and medicinal chemistry studies has limited efforts in this area. Here we demonstrate that the dengue E protein offers a tractable drug target for preventing dengue infection by developing a target-based assay using a recombinantly expressed dengue serotype 2 E protein. We performed a high-throughput screen of ∼20 000 compounds followed by secondary assays to confirm target-binding and antiviral activity and counter-screens to exclude compounds with nonspecific activities. These efforts yielded eight distinct chemical leads that inhibit dengue infection by binding to E and preventing E-mediated membrane fusion with potencies equal to or greater than previously described small molecule inhibitors of E. We show that a subset of these compounds inhibit viruses representative of the other three dengue serotypes and Zika virus. This work provides tools for discovery and optimization of direct-acting antivirals against dengue E and shows that this approach may be useful in developing antivirals with broad-spectrum activity against other flavivirus pathogens.
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Affiliation(s)
- Wenlong Lian
- Department of Microbiology and Immunobiology, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, Massachusetts 02115, United States
| | - Jaebong Jang
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School and Department of Cancer Biology, Dana-Farber Cancer Institute, 360 Longwood Avenue, Boston, Massachusetts 02215, United States
| | - Supanee Potisopon
- Department of Microbiology and Immunobiology, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, Massachusetts 02115, United States
| | - Pi-Chun Li
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School and Department of Cancer Biology, Dana-Farber Cancer Institute, 360 Longwood Avenue, Boston, Massachusetts 02215, United States
| | - Amal Rahmeh
- Department of Microbiology and Immunobiology, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, Massachusetts 02115, United States
| | - Jinhua Wang
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School and Department of Cancer Biology, Dana-Farber Cancer Institute, 360 Longwood Avenue, Boston, Massachusetts 02215, United States
| | - Nicholas P. Kwiatkowski
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School and Department of Cancer Biology, Dana-Farber Cancer Institute, 360 Longwood Avenue, Boston, Massachusetts 02215, United States
| | - Nathanael S. Gray
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School and Department of Cancer Biology, Dana-Farber Cancer Institute, 360 Longwood Avenue, Boston, Massachusetts 02215, United States
| | - Priscilla L. Yang
- Department of Microbiology and Immunobiology, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, Massachusetts 02115, United States
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Gao Y, Zhou Y, Xie B, Zhang S, Rahmeh A, Huang HS, Lee MYWT, Lee EYC. Protein Phosphatase-1 Is Targeted to DNA Polymerase δ via an Interaction with the p68 Subunit. Biochemistry 2008; 47:11367-76. [DOI: 10.1021/bi801122t] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Yan Gao
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595
| | - Yajing Zhou
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595
| | - Bin Xie
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595
| | - Sufang Zhang
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595
| | - Amal Rahmeh
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595
| | - Hua-shan Huang
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595
| | - Marietta Y. W. T. Lee
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595
| | - Ernest Y. C. Lee
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595
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Mikati MA, Zeinieh M, Habib RA, El Hokayem J, Rahmeh A, El Sabban M, Usta J, Dbaibo G. Changes in sphingomyelinases, ceramide, Bax, Bcl2, and caspase-3 during and after experimental status epilepticus. Epilepsy Res 2008; 81:161-6. [DOI: 10.1016/j.eplepsyres.2008.05.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2008] [Revised: 05/21/2008] [Accepted: 05/23/2008] [Indexed: 11/28/2022]
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Rytkönen AK, Vaara M, Nethanel T, Kaufmann G, Sormunen R, Läärä E, Nasheuer HP, Rahmeh A, Lee MYWT, Syväoja JE, Pospiech H. Distinctive activities of DNA polymerases during human DNA replication. FEBS J 2006; 273:2984-3001. [PMID: 16762037 DOI: 10.1111/j.1742-4658.2006.05310.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The contributions of human DNA polymerases (pols) alpha, delta and epsilon during S-phase progression were studied in order to elaborate how these enzymes co-ordinate their functions during nuclear DNA replication. Pol delta was three to four times more intensely UV cross-linked to nascent DNA in late compared with early S phase, whereas the cross-linking of pols alpha and epsilon remained nearly constant throughout the S phase. Consistently, the chromatin-bound fraction of pol delta, unlike pols alpha and epsilon, increased in the late S phase. Moreover, pol delta neutralizing antibodies inhibited replicative DNA synthesis most efficiently in late S-phase nuclei, whereas antibodies against pol epsilon were most potent in early S phase. Ultrastructural localization of the pols by immuno-electron microscopy revealed pol epsilon to localize predominantly to ring-shaped clusters at electron-dense regions of the nucleus, whereas pol delta was mainly dispersed on fibrous structures. Pol alpha and proliferating cell nuclear antigen displayed partial colocalization with pol delta and epsilon, despite the very limited colocalization of the latter two pols. These data are consistent with models where pols delta and epsilon pursue their functions at least partly independently during DNA replication.
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Affiliation(s)
- Anna K Rytkönen
- Biocenter Oulu and Department of Biochemistry, University of Oulu, Finland
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Li H, Xie B, Zhou Y, Rahmeh A, Trusa S, Zhang S, Gao Y, Lee EYC, Lee MYWT. Functional roles of p12, the fourth subunit of human DNA polymerase delta. J Biol Chem 2006; 281:14748-55. [PMID: 16510448 DOI: 10.1074/jbc.m600322200] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Mammalian DNA polymerase delta (pol delta), a key enzyme of chromosomal DNA replication, consists of four subunits as follows: the catalytic subunit; p125, which is tightly associated with the p50 subunit; p68, a proliferating cell nuclear antigen (PCNA)-binding protein; and a fourth subunit, p12. In this study, the functional roles of the p12 subunit of pol delta were studied. The inter-subunit interactions of the p12 subunit were determined by yeast two-hybrid assays and by pulldown assays. These assays revealed that p12 interacts with p125 as well as p50. This dual interaction of p12 suggests that it may serve to stabilize the p125-p50 interaction. p12 was shown to be a novel PCNA-binding protein. This was confirmed by identification of a PCNA-binding motif at its N terminus by binding assays and by site-directed mutagenesis. The activities and reaction products of recombinant pol delta containing a p12 mutant defective in PCNA binding, as well as purified recombinant pol delta and its subassemblies, were analyzed. Our results indicate that p12 contributes to PCNA-dependent pol delta activity, i.e. the p12-PCNA interaction is functional. Our data indicate that both p12 and p68 are required for optimal pol delta activity. This supports the hypothesis that the interaction between pol delta and PCNA is a divalent one that involves p12 and p68. We propose a model in which pol delta interacts with PCNA via at least two of its subunits, and one in which p12 could play a role in stabilizing the overall pol delta-PCNA complex as well as pol delta itself.
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Affiliation(s)
- Hao Li
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY 10595, USA
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Abstract
Using a yeast two-hybrid screening technique and the p50 subunit of human DNA polymerase delta (pol delta) as a bait, p21 was found to interact with the p50 subunit of pol delta. A direct interaction between p21 and p50 was confirmed by using ELISA and pull-down assays with purified proteins. The interaction sites between p50 and p21 were mapped by pull down assays with GST deletion mutants. Residues 127-193 constitute the primary interaction region on p50 to which p21 binds, while p50 binds to the C-terminal 26 residues of p21. A histone kinase activity was associated with the highly purified calf thymus pol delta and addition of purified recombinant p21 inhibited the kinase activity in a dose dependent manner. p50 is phosphorylated in vivo and can be phosphorylated by CDK2/cyclinA in vitro. In vivo evidence of p21 association with p50 was obtained by coimmunoprecipitation using MCF7 cells. It was also shown that the association of p21 with p50 and other components of the pol delta complex increased in MCF7 cells treated with adriamycin. Our results suggested that p50 might target or anchor p21 to pol delta complex upon certain DNA damage such as adriamycin treatment.
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Affiliation(s)
- Hao Li
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595, USA
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Abstract
Polymerase delta interacting protein 38 (PDIP38) was identified as a human DNA polymerase (pol) delta interacting protein through a direct interaction with p50, the small subunit of human pol delta. PDIP38 was also found to interact with proliferating cell nuclear antigen, which suggested that it might play a role in vivo in the processes of DNA replication and DNA repair in the nucleus. In order to characterize further this novel protein, we have examined its subcellular localization by the use of immunochemical and cellular fractionation techniques. These studies show that PDIP38 is a novel mitochondrial protein and is localized mainly to the mitochondria. PDIP38 was shown to possess a functional mitochondrial targeting sequence that is located within the first 35 N-terminal amino acid residues. The mature PDIP38 protein is about 50 amino acid residues smaller than the full-length precursor PDIP38 protein, consistent with it being processed by cleavage of the mitochondrial targeting sequence during entry into the mitochondria. His-tagged mature PDIP38 inhibited pol delta activity in vitro and interacted with human papillomavirus 16 E7 oncoprotein, suggesting that PDIP38 might play a role in the pol delta-mediated viral DNA replication. Although the localization of PDIP38 to the mitochondria suggests that it serves functions within the mitochondria, we cannot eliminate the possibility that it may be involved in pol delta-mediated DNA replication or DNA repair under certain conditions such as viral infection.
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Affiliation(s)
- Bin Xie
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY 10595, USA
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Xie B, Mazloum N, Liu L, Rahmeh A, Li H, Lee MYWT. Reconstitution and characterization of the human DNA polymerase delta four-subunit holoenzyme. Biochemistry 2002; 41:13133-42. [PMID: 12403614 DOI: 10.1021/bi0262707] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Mammalian DNA polymerase delta was originally characterized as a tightly associated heterodimer consisting of the catalytic subunit, p125, and the p50 subunit. Recently, two additional subunits, the third (p68) and fourth subunits (p12), have been identified. The heterotetrameric human pol delta complex was reconstituted by overexpression of the four subunits in Sf9 cells, followed by purification to near-homogeneity using FPLC chromatography. The properties of the four-subunit enzyme were shown to be functionally indistinguishable from those of pol delta isolated from calf thymus. The physicochemical properties of both the reconstituted heterotetramer and the heterodimer of the p125 and p50 subunits were examined by gel filtration and glycerol gradient ultracentrifugation. These studies show quite clearly that the heterodimer and heterotetramer complexes do not behave in solution as dimeric structures. This issue is of significance because several studies of the yeast pol delta complexes have indicated that the third subunit is able to bring about the dimerization of the pol delta complex. The heterodimer is only weakly stimulated by PCNA, whereas the heterotetramer is strongly stimulated to a level with a specific activity comparable to that of the calf thymus enzyme. These results resolve earlier, conflicting reports on the response of the heterodimer to PCNA. Nevertheless, the heterodimer does have some ability to interact functionally with PCNA, consistent with evidence that the p125 subunit itself has an ability to interact with PCNA. The functional interaction of PCNA with the pol delta complex may likely involve multiple contacts.
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Affiliation(s)
- Bin Xie
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, New York 10595, USA
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