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Li Y, Yang L, Yang LQ. Effects of intrinsically disordered regions in gp120 underlying HIV neutralization phenotypes. Biochem Biophys Res Commun 2024; 709:149830. [PMID: 38547606 DOI: 10.1016/j.bbrc.2024.149830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 03/18/2024] [Accepted: 03/24/2024] [Indexed: 04/13/2024]
Abstract
HIV envelope protein gp120 is considered a primary molecular determinant of viral neutralization phenotype due to its critical role in viral entry and immune evasion. The intrinsically disordered regions (IDRs) in gp120 are responsible for their extensive sequence variations and significant structural rearrangements. Despite HIV neutralization phenotype and sequence/structural information of gp120 have been experimentally characterized, there remains a gap in our understanding of the correlation between the viral phenotype and IDRs in gp120. Here, we combined machine learning (ML) techniques and molecular dynamics (MD) simulations to gain data-driven and molecule-mechanism insights into relationships between viral sequence, structure, and phenotypes from the perspective of IDRs in gp120. ML models, trained only on the length and disorder score of IDRs, achieved equivalent performance to the best baseline model using amino acid sequences to discriminate HIV neutralization phenotype, indicating that the lengths or disorder of specific IDRs are strongly related to HIV neutralization phenotypes. Comparative MD analysis reveals that gp120 with extreme neutralization phenotypes in multiple conformational states, especially some IDRs, exhibit significantly distinct structural dynamics, conformational flexibility, and thermodynamic distributions. Taken together, our study provided insights into the role of IDRs in gp120 responding to HIV neutralization phenotypes, which will advance the understanding of molecular mechanisms underlying viral function associated with HIV neutralization phenotype and help develop antiviral vaccines or drugs.
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Affiliation(s)
- Yi Li
- College of Mathematics and Computer Science, Dali University, Dali, China
| | - Li Yang
- College of Mathematics and Computer Science, Dali University, Dali, China
| | - Li-Quan Yang
- College of Agriculture and Biological Science, Dali University, Dali, China; Key Laboratory of Bioinformatics and Computational Biology, Department of Education of Yunnan Province, Dali University, Dali, China.
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2
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Li Y, Peng HQ, Yang LQ. Structural determinants underlying high-temperature adaptation of thermophilic xylanase from hot-spring microorganisms. Front Microbiol 2023; 14:1210420. [PMID: 37485531 PMCID: PMC10360402 DOI: 10.3389/fmicb.2023.1210420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 06/21/2023] [Indexed: 07/25/2023] Open
Abstract
Thermophilic xylanases from hot-spring microorganisms play potential biological and industrial applications for renewable and sustainable social development. However, high-temperature adaptation mechanisms of these thermophilic xylanases remain elusive at the molecular and evolutionary levels. Here, two recently reported xylanases, named XynDRTY1 and XynM1, from hot springs were subjected to molecular dynamics (MD) simulations at a series of temperature gradients and comparatively analyzed in comparison with the evolutionary background of the xylanase family. Comparative analysis of MD trajectories revealed that the XynM1 exhibits smaller structural dynamics and greater thermal stability than the XynDRTY1, although both share a similar fold architecture with structural differences in the βα_loops. Local regions whose conformational flexibility and regular secondary structure exhibited differences as temperature increases were closely related to the high-temperature adaptation of xylanase, implying that stabilization of these regions is a feasible strategy to improve the thermal stability of xylanases. Furthermore, coevolutionary information from the xylanase family further specified the structural basis of xylanases. Thanks to these results about the sequence, structure, and dynamics of thermophilic xylanases from hot springs, a series of high-temperature-related structural determinants were resolved to promote understanding of the molecular mechanism of xylanase high-temperature adaptation and to provide direct assistance in the improvement of xylanase thermal stability.
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Affiliation(s)
- Yi Li
- College of Mathematics and Computer Science, Dali University, Dali, China
- College of Agriculture and Biological Science, Dali University, Dali, China
- Key Laboratory of Bioinformatics and Computational Biology, Department of Education of Yunnan Province, Dali University, Dali, China
- State Key Laboratory for Conservation and Utilization of Bio-Resource in Yunnan, Yunnan University, Kunming, China
| | - Hong-Qian Peng
- College of Mathematics and Computer Science, Dali University, Dali, China
| | - Li-Quan Yang
- College of Agriculture and Biological Science, Dali University, Dali, China
- Key Laboratory of Bioinformatics and Computational Biology, Department of Education of Yunnan Province, Dali University, Dali, China
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Tian H, He B, Yin Y, Liu L, Shi J, Hu L, Jiang G. Chemical Nature of Metals and Metal-Based Materials in Inactivation of Viruses. NANOMATERIALS (BASEL, SWITZERLAND) 2022; 12:2345. [PMID: 35889570 PMCID: PMC9323642 DOI: 10.3390/nano12142345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 02/04/2023]
Abstract
In response to the enormous threat to human survival and development caused by the large number of viruses, it is necessary to strengthen the defense against and elimination of viruses. Metallic materials have been used against viruses for thousands of years due to their broad-spectrum antiviral properties, wide sources and excellent physicochemical properties; in particular, metal nanoparticles have advanced biomedical research. However, researchers in different fields hold dissimilar views on the antiviral mechanisms, which has slowed down the antiviral application of metal nanoparticles. As such, this review begins with an exhaustive compilation of previously published work on the antiviral capacity of metal nanoparticles and other materials. Afterwards, the discussion is centered on the antiviral mechanisms of metal nanoparticles at the biological and physicochemical levels. Emphasis is placed on the fact that the strong reducibility of metal nanoparticles may be the main reason for their efficient inactivation of viruses. We hope that this review will benefit the promotion of metal nanoparticles in the antiviral field and expedite the construction of a barrier between humans and viruses.
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Affiliation(s)
- Haozhong Tian
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 18 Shuangqing Road, Beijing 100085, China; (H.T.); (B.H.); (Y.Y.); (L.L.); (J.S.); (G.J.)
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Bin He
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 18 Shuangqing Road, Beijing 100085, China; (H.T.); (B.H.); (Y.Y.); (L.L.); (J.S.); (G.J.)
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
- School of Environment, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
| | - Yongguang Yin
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 18 Shuangqing Road, Beijing 100085, China; (H.T.); (B.H.); (Y.Y.); (L.L.); (J.S.); (G.J.)
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
- School of Environment, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
| | - Lihong Liu
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 18 Shuangqing Road, Beijing 100085, China; (H.T.); (B.H.); (Y.Y.); (L.L.); (J.S.); (G.J.)
| | - Jianbo Shi
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 18 Shuangqing Road, Beijing 100085, China; (H.T.); (B.H.); (Y.Y.); (L.L.); (J.S.); (G.J.)
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
- School of Environment and Health, Jianghan University, Wuhan 430056, China
| | - Ligang Hu
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 18 Shuangqing Road, Beijing 100085, China; (H.T.); (B.H.); (Y.Y.); (L.L.); (J.S.); (G.J.)
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
- School of Environment, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
- School of Environment and Health, Jianghan University, Wuhan 430056, China
| | - Guibin Jiang
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 18 Shuangqing Road, Beijing 100085, China; (H.T.); (B.H.); (Y.Y.); (L.L.); (J.S.); (G.J.)
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China
- School of Environment, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou 310024, China
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Li Y, Guo Y, Cheng H, Zeng X, Zhang X, Sang P, Chen B, Yang L. Deciphering gp120 sequence variation and structural dynamics in
HIV
neutralization phenotype by molecular dynamics simulations and graph machine learning. Proteins 2022; 90:1413-1424. [DOI: 10.1002/prot.26322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 01/21/2022] [Accepted: 02/10/2022] [Indexed: 02/04/2023]
Affiliation(s)
- Yi Li
- College of Mathematics and Computer Science Dali University Dali Yunnan China
| | - Yu‐Chen Guo
- College of Mathematics and Computer Science Dali University Dali Yunnan China
| | - Hong‐Han Cheng
- College of Mathematics and Computer Science Dali University Dali Yunnan China
| | - Xin Zeng
- College of Mathematics and Computer Science Dali University Dali Yunnan China
| | - Xiao‐Ling Zhang
- College of Mathematics and Computer Science Dali University Dali Yunnan China
| | - Peng Sang
- College of Agriculture and Biological Science Dali University Dali Yunnan China
| | - Ben‐Hui Chen
- College of Mathematics and Computer Science Dali University Dali Yunnan China
| | - Li‐Quan Yang
- College of Agriculture and Biological Science Dali University Dali Yunnan China
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Modeling of CCR5 Recognition by HIV-1 gp120: How the Viral Protein Exploits the Conformational Plasticity of the Coreceptor. Viruses 2021; 13:v13071395. [PMID: 34372601 PMCID: PMC8310383 DOI: 10.3390/v13071395] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 07/05/2021] [Accepted: 07/12/2021] [Indexed: 01/14/2023] Open
Abstract
The chemokine receptor CCR5 is a key player in HIV-1 infection. The cryo-EM 3D structure of HIV-1 envelope glycoprotein (Env) subunit gp120 in complex with CD4 and CCR5 has provided important structural insights into HIV-1/host cell interaction, yet it has not explained the signaling properties of Env nor the fact that CCR5 exists in distinct forms that show distinct Env binding properties. We used classical molecular dynamics and site-directed mutagenesis to characterize the CCR5 conformations stabilized by four gp120s, from laboratory-adapted and primary HIV-1 strains, and which were previously shown to bind differentially to distinct CCR5 forms and to exhibit distinct cellular tropisms. The comparative analysis of the simulated structures reveals that the different gp120s do indeed stabilize CCR5 in different conformational ensembles. They differentially reorient extracellular loops 2 and 3 of CCR5 and thus accessibility to the transmembrane binding cavity. They also reshape this cavity differently and give rise to different positions of intracellular ends of transmembrane helices 5, 6 and 7 of the receptor and of its third intracellular loop, which may in turn influence the G protein binding region differently. These results suggest that the binding of gp120s to CCR5 may have different functional outcomes, which could result in different properties for viruses.
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Li Y, Zhang XL, Yuan X, Hou JC, Sang P, Yang LQ. Probing intrinsic dynamics and conformational transition of HIV gp120 by molecular dynamics simulation. RSC Adv 2020; 10:30499-30507. [PMID: 35516019 PMCID: PMC9056330 DOI: 10.1039/d0ra06416e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 10/07/2020] [Accepted: 08/04/2020] [Indexed: 11/21/2022] Open
Abstract
The HIV envelope glycoprotein gp120 has evolved two distinct conformational states to balance viral infection and immune escape. One is a closed state resistant to most neutralization antibodies, and the other is an open state responsible for the binding of the receptor and coreceptors. Although the structures of gp120 in these two conformational states have been determined, a detailed molecular mechanism involving intrinsic dynamics and conformational transition is still elusive. In this study, μs-scale molecular dynamics simulation is performed to probe molecular dynamics and conformational transition away from the open state and approach the closed state. Our results reveal that open gp120 shows a larger structural deviation, higher conformational flexibility, and more conformational diversity than the form in the closed state, providing a structural explanation for receptor or coreceptor affinity at the open state and the neutralization resistance of closed conformation. Seven regions with greatly decreased coupled motions in the open states have been observed by dynamic cross-correlation analysis, indicating that conformational transition can be mainly attributed to the relaxation of intrinsic dynamics. Three conformations characterized by the structural orientations of the V1/V2 region and the V3 loop, suggesting gp120 is intrinsically dynamic from the open state to the closed state. Taken together, these findings shed light on the understanding of the conformational control mechanism of HIV. The HIV envelope glycoprotein gp120 has evolved two distinct conformational states to balance viral infection and immune escape.![]()
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Affiliation(s)
- Yi Li
- College of Mathematics and Computer Science
- Dali University
- Dali
- China
- Science and Education Department
| | - Xiao-Ling Zhang
- College of Mathematics and Computer Science
- Dali University
- Dali
- China
| | - Xue Yuan
- College of Mathematics and Computer Science
- Dali University
- Dali
- China
| | - Jiang-Chun Hou
- Science and Education Department
- Second People's Hospital of Yunnan Province
- Kunming
- China
| | - Peng Sang
- College of Agriculture and Biological Science
- Dali University
- Dali
- China
| | - Li-Quan Yang
- College of Agriculture and Biological Science
- Dali University
- Dali
- China
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