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Maleš P, Nikšić-Franjić I, Wang A, Pem B, Bakarić D. Optical and molecular features of negatively curved surfaces created by POPE lipids: A crucial role of the initial conditions. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 317:124462. [PMID: 38754204 DOI: 10.1016/j.saa.2024.124462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 05/10/2024] [Accepted: 05/11/2024] [Indexed: 05/18/2024]
Abstract
Membrane fusion is closely related to plasma membrane domains rich in cone-shaped phosphatidylethanolamine (PE) lipids that can reverse membrane curvature under certain conditions. The phase transition of PE-based lipid membranes from the lamellar fluid phase (Lα) to the inverse hexagonal phase (HII) is commonly taken as a general model in reconstructing the membrane fusion pathway, and whose structural features have been mostly described so far using structural and microscopic techniques. The aim of this paper is to decipher the optical and molecular features of Lβ → Lα and especially of Lα → HII transition of 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphoethanolamine (POPE) lipids at pH = 7.0 when they are initially prepared in the form of both multi- and unilamellar liposomes (MLVs and LUVs). The distinction between optical properties of MLS- and LUVs-derived HII phase, provided from turbidity-sensitive temperature-dependent UV-Vis spectra, was attributed to different formation mechanisms of HII phase. Most importantly, from FTIR spectroscopic data of POPE lipids in Lβ (15 °C), Lα (50 °C) and HII (85 °C) phases we identified the changes in molecular features of POPE lipids during phase transitions. Among the latter, by far the most significant is different hydration pattern of POPE lipids in MLVs- and LUVs-derived HII phase which extends from the polar-apolar interface all the way to the terminal amino group of the POPE lipid, along with the changes in the conformation of glycerol backbone as evidenced by the signature of α-methylene groups. Molecular dynamics simulations confirmed higher water penetration in HII phase and provided insight into hydrogen bonding patterns.
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Affiliation(s)
- Petra Maleš
- Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička 54, 10000 Zagreb, Croatia
| | - Ivana Nikšić-Franjić
- School of Science, Constructor University, Bremen GmbH, Campus Ring 1, 28759 Bremen, Germany
| | - Anna Wang
- School of Chemistry, Australian Centre for Astrobiology, and ARC Centre of Excellence in Synthetic Biology, University of New South Wales Sydney, Bedegal Country, Sydney, NSW 2052, Australia
| | - Barbara Pem
- Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička 54, 10000 Zagreb, Croatia
| | - Danijela Bakarić
- Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička 54, 10000 Zagreb, Croatia.
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Yang J, Kuang H, Kumar N, Song J, Li Y. Changes of structure properties and potential allergenicity of ovalbumin under high hydrostatic pressures. Food Res Int 2024; 190:114658. [PMID: 38945590 DOI: 10.1016/j.foodres.2024.114658] [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: 03/05/2024] [Revised: 06/15/2024] [Accepted: 06/15/2024] [Indexed: 07/02/2024]
Abstract
Egg proteins, notably ovalbumin (OVA), contribute to a prevalent form of food allergy, particularly in children. This study aims to investigate the impact of high hydrostatic pressure (HHP) treatment at varying levels (300, 400, 500, and 600 MPa) on the molecular structure and allergenicity of OVA. The structure of HHP-treated OVA was assessed through fluorescence spectroscopy, circular dichroism spectroscopy, and molecular dynamics (MD) simulation. HHP treatment (600 MPa) altered OVA structures, such as α-helix content decreased from 28.07 % to 19.47 %, and exogenous fluorescence intensity increased by 8.8 times compared to that of the native OVA. The free sulfhydryl groups and zeta potential value were also increased with HHP treatment (600 MPa). ELISA analysis and MD simulation unveiled a noteworthy reduction in the allergenicity of OVA when subjected to 600 MPa for 10 min. Overall, this study suggests that the conformational changes in HHP-treated OVA contribute to its altered allergenicity.
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Affiliation(s)
- Jing Yang
- Chongqing Engineering Research Center for Processing & Storage of Distinct Agricultural Products, Chongqing Technology and Business University, Chongqing 400067, China; School of Food Nutrition and Health (Hot Pot) Modern Industry, Chongqing Technology and Business University, Chongqing 400067, China.
| | - Hong Kuang
- Chongqing Engineering Research Center for Processing & Storage of Distinct Agricultural Products, Chongqing Technology and Business University, Chongqing 400067, China
| | - Nandan Kumar
- Department of Grain Science and Industry, Kansas State University, Manhattan, KS 66506, USA
| | - Jiajia Song
- College of Food Science, Southwest University, Chongqing 400715, China
| | - Yonghui Li
- Department of Grain Science and Industry, Kansas State University, Manhattan, KS 66506, USA.
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Kiirikki AM, Antila HS, Bort LS, Buslaev P, Favela-Rosales F, Ferreira TM, Fuchs PFJ, Garcia-Fandino R, Gushchin I, Kav B, Kučerka N, Kula P, Kurki M, Kuzmin A, Lalitha A, Lolicato F, Madsen JJ, Miettinen MS, Mingham C, Monticelli L, Nencini R, Nesterenko AM, Piggot TJ, Piñeiro Á, Reuter N, Samantray S, Suárez-Lestón F, Talandashti R, Ollila OHS. Overlay databank unlocks data-driven analyses of biomolecules for all. Nat Commun 2024; 15:1136. [PMID: 38326316 PMCID: PMC10850068 DOI: 10.1038/s41467-024-45189-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 01/17/2024] [Indexed: 02/09/2024] Open
Abstract
Tools based on artificial intelligence (AI) are currently revolutionising many fields, yet their applications are often limited by the lack of suitable training data in programmatically accessible format. Here we propose an effective solution to make data scattered in various locations and formats accessible for data-driven and machine learning applications using the overlay databank format. To demonstrate the practical relevance of such approach, we present the NMRlipids Databank-a community-driven, open-for-all database featuring programmatic access to quality-evaluated atom-resolution molecular dynamics simulations of cellular membranes. Cellular membrane lipid composition is implicated in diseases and controls major biological functions, but membranes are difficult to study experimentally due to their intrinsic disorder and complex phase behaviour. While MD simulations have been useful in understanding membrane systems, they require significant computational resources and often suffer from inaccuracies in model parameters. Here, we demonstrate how programmable interface for flexible implementation of data-driven and machine learning applications, and rapid access to simulation data through a graphical user interface, unlock possibilities beyond current MD simulation and experimental studies to understand cellular membranes. The proposed overlay databank concept can be further applied to other biomolecules, as well as in other fields where similar barriers hinder the AI revolution.
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Affiliation(s)
- Anne M Kiirikki
- University of Helsinki, Institute of Biotechnology, Helsinki, Finland
| | - Hanne S Antila
- Department of Theory and Bio-Systems, Max Planck Institute of Colloids and Interfaces, 14424, Potsdam, Germany
- Department of Biomedicine, University of Bergen, 5020, Bergen, Norway
| | - Lara S Bort
- Department of Theory and Bio-Systems, Max Planck Institute of Colloids and Interfaces, 14424, Potsdam, Germany
- University of Potsdam, Institute of Physics and Astronomy, 14476, Potsdam-Golm, Germany
| | - Pavel Buslaev
- Nanoscience Center and Department of Chemistry, University of Jyväskylä, 40014, Jyväskylä, Finland
| | - Fernando Favela-Rosales
- Departamento de Ciencias Básicas, Tecnológico Nacional de México - ITS Zacatecas Occidente, Sombrerete, 99102, Zacatecas, Mexico
| | - Tiago Mendes Ferreira
- NMR group - Institute for Physics, Martin Luther University Halle-Wittenberg, 06120, Halle (Saale), Germany
| | - Patrick F J Fuchs
- Sorbonne Université, Ecole Normale Supérieure, PSL University, CNRS, Laboratoire des Biomolécules (LBM), F-75005, Paris, France
- Université Paris Cité, F-75006, Paris, France
| | - Rebeca Garcia-Fandino
- Center for Research in Biological Chemistry and Molecular Materials (CiQUS), Universidade de Santiago de Compostela, E-15782, Santiago de Compostela, Spain
| | | | - Batuhan Kav
- Institute of Biological Information Processing: Structural Biochemistry (IBI-7), Forschungszentrum Jülich, 52428, Jülich, Germany
- ariadne.ai GmbH (Germany), Häusserstraße 3, 69115, Heidelberg, Germany
| | - Norbert Kučerka
- Department of Physical Chemistry of Drugs, Faculty of Pharmacy, Comenius University Bratislava, 832 32, Bratislava, Slovakia
| | - Patrik Kula
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo nám. 542/2, CZ-16610, Prague, Czech Republic
| | - Milla Kurki
- School of Pharmacy, University of Eastern Finland, 70211, Kuopio, Finland
| | | | - Anusha Lalitha
- Institut Charles Gerhardt Montpellier (UMR CNRS 5253), Université Montpellier, Place Eugène Bataillon, 34095, Montpellier, Cedex 05, France
| | - Fabio Lolicato
- Heidelberg University Biochemistry Center, 69120, Heidelberg, Germany
- Department of Physics, University of Helsinki, FI-00014, Helsinki, Finland
| | - Jesper J Madsen
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, 33612, Tampa, FL, USA
- Center for Global Health and Infectious Diseases Research, Global and Planetary Health, College of Public Health, University of South Florida, 33612, Tampa, FL, USA
| | - Markus S Miettinen
- Department of Theory and Bio-Systems, Max Planck Institute of Colloids and Interfaces, 14424, Potsdam, Germany
- Department of Chemistry, University of Bergen, 5007, Bergen, Norway
- Department of Informatics, Computational Biology Unit, University of Bergen, 5008, Bergen, Norway
| | - Cedric Mingham
- Hochschule Mannheim, University of Applied Sciences, 68163, Mannheim, Germany
| | - Luca Monticelli
- University of Lyon, CNRS, Molecular Microbiology and Structural Biochemistry (MMSB, UMR 5086), F-69007, Lyon, France
- Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France
| | - Ricky Nencini
- University of Helsinki, Institute of Biotechnology, Helsinki, Finland
- Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, 00014, Helsinki, Finland
| | - Alexey M Nesterenko
- Department of Chemistry, University of Bergen, 5007, Bergen, Norway
- Department of Informatics, Computational Biology Unit, University of Bergen, 5008, Bergen, Norway
| | - Thomas J Piggot
- Chemistry, University of Southampton, Highfield, SO17 1BJ, Southampton, UK
| | - Ángel Piñeiro
- Department of Applied Physics, Faculty of Physics, University of Santiago de Compostela, E-15782, Santiago de Compostela, Spain
| | - Nathalie Reuter
- Department of Chemistry, University of Bergen, 5007, Bergen, Norway
- Department of Informatics, Computational Biology Unit, University of Bergen, 5008, Bergen, Norway
| | - Suman Samantray
- Institute of Biological Information Processing: Structural Biochemistry (IBI-7), Forschungszentrum Jülich, 52428, Jülich, Germany
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Fabián Suárez-Lestón
- Center for Research in Biological Chemistry and Molecular Materials (CiQUS), Universidade de Santiago de Compostela, E-15782, Santiago de Compostela, Spain
- Department of Applied Physics, Faculty of Physics, University of Santiago de Compostela, E-15782, Santiago de Compostela, Spain
- MD.USE Innovations S.L., Edificio Emprendia, 15782, Santiago de Compostela, Spain
| | - Reza Talandashti
- Department of Chemistry, University of Bergen, 5007, Bergen, Norway
- Department of Informatics, Computational Biology Unit, University of Bergen, 5008, Bergen, Norway
| | - O H Samuli Ollila
- University of Helsinki, Institute of Biotechnology, Helsinki, Finland.
- VTT Technical Research Centre of Finland, Espoo, Finland.
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Luz ABS, de Medeiros AF, Bezerra LL, Lima MSR, Pereira AS, E Silva EGO, Passos TS, Monteiro NDKV, Morais AHDA. Prospecting native and analogous peptides with anti-SARS-CoV-2 potential derived from the trypsin inhibitor purified from tamarind seeds. ARAB J CHEM 2023; 16:104886. [PMID: 37082195 PMCID: PMC10085871 DOI: 10.1016/j.arabjc.2023.104886] [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: 12/13/2022] [Accepted: 04/03/2023] [Indexed: 04/22/2023] Open
Abstract
The study aimed to prospect in silico native and analogous peptides with anti-SARS-CoV-2 potential derived from the trypsin inhibitor purified from tamarind seeds (TTIp). From the most stable theoretical model of TTIp (TTIp 56/287), in silico cleavage was performed for the theoretical identification of native peptides and generation of analogous peptides. The anti-SARS-CoV-2 potential was investigated through molecular dynamics (MD) simulation between the peptides and binding sites of transmembrane serine protease 2 (TMPRSS2), responsible for the entry of SARS-CoV-2 into the host cell. Five native and analogous peptides were obtained and validated through chemical and physical parameters. The best interaction potential energy (IPE) occurred between TMPRSS2 and one of the native peptides obtained by cleavage with trypsin and its analogous peptide. Thus, both peptides showed many hydrophobic residues, a common physical-chemical property among the peptides that inhibit the entry of enveloped viruses, such as SARS-CoV-2, present in specific drugs to treat COVID-19.
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Affiliation(s)
- Anna Beatriz Santana Luz
- Biochemistry and Molecular Biology Postgraduate Program, Biosciences Center, Federal University of Rio Grande do Norte, Natal, RN 59078970, Brazil
| | - Amanda Fernandes de Medeiros
- Biochemistry and Molecular Biology Postgraduate Program, Biosciences Center, Federal University of Rio Grande do Norte, Natal, RN 59078970, Brazil
| | - Lucas Lima Bezerra
- Chemistry Postgraduate Program, Science Center, Federal University of Ceará, Fortaleza, CE 60440900, Brazil
| | - Mayara Santa Rosa Lima
- Biochemistry and Molecular Biology Postgraduate Program, Biosciences Center, Federal University of Rio Grande do Norte, Natal, RN 59078970, Brazil
| | - Annemberg Salvino Pereira
- Nutrition Course, Center for Health Sciences, Federal University of Rio Grande do Norte, Natal, RN 59078900, Brazil
| | | | - Thais Souza Passos
- Nutrition Postgraduate Program, Center for Health Sciences, Federal University of Rio Grande do Norte, Natal, RN 59078900, Brazil
| | | | - Ana Heloneida de Araújo Morais
- Biochemistry and Molecular Biology Postgraduate Program, Biosciences Center, Federal University of Rio Grande do Norte, Natal, RN 59078970, Brazil
- Nutrition Postgraduate Program, Center for Health Sciences, Federal University of Rio Grande do Norte, Natal, RN 59078900, Brazil
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