1
|
Dunjic M, Turini S, Nejkovic L, Sulovic N, Cvetkovic S, Dunjic M, Dunjic K, Dolovac D. Comparative Molecular Docking of Apigenin and Luteolin versus Conventional Ligands for TP-53, pRb, APOBEC3H, and HPV-16 E6: Potential Clinical Applications in Preventing Gynecological Malignancies. Curr Issues Mol Biol 2024; 46:11136-11155. [PMID: 39451541 PMCID: PMC11505693 DOI: 10.3390/cimb46100661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 09/25/2024] [Accepted: 09/29/2024] [Indexed: 10/26/2024] Open
Abstract
This study presents a comparative analysis of molecular docking data, focusing on the binding interactions of the natural compounds apigenin and luteolin with the proteins TP-53, pRb, and APOBEC, in comparison to conventional pharmacological ligands. Advanced bioinformatics techniques were employed to evaluate and contrast binding energies, showing that apigenin and luteolin demonstrate significantly higher affinities for TP-53, pRb, and APOBEC, with binding energies of -6.9 kcal/mol and -6.6 kcal/mol, respectively. These values suggest strong potential for therapeutic intervention against HPV-16. Conventional ligands, by comparison, exhibited lower affinities, with energies ranging from -4.5 to -5.5 kcal/mol. Additionally, protein-protein docking simulations were performed to assess the interaction between HPV-16 E6 oncoprotein and tumor suppressors TP-53 and pRb, which revealed high binding energies around -976.7 kcal/mol, indicative of their complex interaction. A conversion formula was applied to translate these protein-protein interaction energies to a comparable scale for non-protein interactions, further underscoring the superior binding potential of apigenin and luteolin. These findings highlight the therapeutic promise of these natural compounds in preventing HPV-16-induced oncogenesis, warranting further experimental validation for clinical applications.
Collapse
Affiliation(s)
- Momir Dunjic
- School of Medicine, University of Pristina, BB Anri Dinana, 38220 Kosovska Mitrovica, Serbia;
- Faculty of Pharmacy, Heroja Pinkija 4, 21000 Novi Sad, Serbia
- Alma Mater Europaea (AMEU-ECM), Slovenska Ulica/Street 17, 2000 Maribor, Slovenia;
- BDORT Center for Functional Supplementation and Integrative Medicine, Bulevar Oslobodjenja 2, 11000 Belgrade, Serbia;
| | - Stefano Turini
- Alma Mater Europaea (AMEU-ECM), Slovenska Ulica/Street 17, 2000 Maribor, Slovenia;
- BDORT Center for Functional Supplementation and Integrative Medicine, Bulevar Oslobodjenja 2, 11000 Belgrade, Serbia;
- Guard Plus Doo, Nemanjina 40, 11000 Belgrade, Serbia
- Worldwide Consultancy and Services, Division of Advanced Research and Development, Via Andrea Ferrara 45, 00165 Rome, Italy;
- Capri Campus Forensic and Security, Division of Environmental Medicine and Security, Via G. Orlandi 91 Anacapri, Capri Island, 80071 Naples, Italy
| | - Lazar Nejkovic
- Belgrade University, School of Medicine, dr Subotića Starijeg 8, 11000 Belgrade, Serbia;
- Clinic for Obstetrics and Gynecology, Kraljice Natalije 62, 11000 Belgrade, Serbia
| | - Nenad Sulovic
- School of Medicine, University of Pristina, BB Anri Dinana, 38220 Kosovska Mitrovica, Serbia;
| | - Sasa Cvetkovic
- School of Medicine, University of Pristina, BB Anri Dinana, 38220 Kosovska Mitrovica, Serbia;
| | - Marija Dunjic
- Worldwide Consultancy and Services, Division of Advanced Research and Development, Via Andrea Ferrara 45, 00165 Rome, Italy;
| | - Katarina Dunjic
- BDORT Center for Functional Supplementation and Integrative Medicine, Bulevar Oslobodjenja 2, 11000 Belgrade, Serbia;
| | - Dina Dolovac
- General Hospital, UI. Generala Zivkovica 1, 36300 Novi Pazar, Serbia;
| |
Collapse
|
2
|
Tsakogiannis D, Nikolaidis M, Zagouri F, Zografos E, Kottaridi C, Kyriakopoulou Z, Tzioga L, Markoulatos P, Amoutzias GD, Bletsa G. Mutation Profile of HPV16 L1 and L2 Genes in Different Geographic Areas. Viruses 2022; 15:141. [PMID: 36680181 PMCID: PMC9867070 DOI: 10.3390/v15010141] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/16/2022] [Accepted: 12/19/2022] [Indexed: 01/03/2023] Open
Abstract
The causal relationship between HPV and cervical cancer in association with the high prevalence of high risk HPV genotypes led to the design of HPV vaccines based on the major capsid L1 protein. In recent years, capsid protein L2 has also become a focal point in the field of vaccine research. The present review focuses on the variability of HPV16 L1 and L2 genes, emphasizing the distribution of specific amino acid changes in the epitopes of capsid proteins. Moreover, a substantial bioinformatics analysis was conducted to describe the worldwide distribution of amino acid substitutions throughout HPV16 L1, L2 proteins. Five amino acid changes (T176N, N181T; EF loop), (T266A; FG loop), (T353P, T389S; HI loop) are frequently observed in the L1 hypervariable surface loops, while two amino acid substitutions (D43E, S122P) are adjacent to L2 specific epitopes. These changes have a high prevalence in certain geographic regions. The present review suggests that the extensive analysis of the amino acid substitutions in the HPV16 L1 immunodominant loops may provide insights concerning the ability of the virus in evading host immune response in certain populations. The genetic variability of the HPV16 L1 and L2 epitopes should be extensively analyzed in a given population.
Collapse
Affiliation(s)
| | - Marios Nikolaidis
- Bioinformatics Laboratory, Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - Flora Zagouri
- Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens School of Medicine, 11528 Athens, Greece
| | - Eleni Zografos
- Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens School of Medicine, 11528 Athens, Greece
| | - Christine Kottaridi
- Department of Genetics, Development and Molecular Biology, School of Biology, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Zaharoula Kyriakopoulou
- Department of Environment, School of Technology, University of Thessaly, Gaiopolis, 41500 Larissa, Greece
| | - Lamprini Tzioga
- Research Center, Hellenic Anticancer Institute, 10680 Athens, Greece
| | | | - Grigoris D. Amoutzias
- Bioinformatics Laboratory, Department of Biochemistry and Biotechnology, University of Thessaly, 41500 Larissa, Greece
| | - Garyfalia Bletsa
- Research Center, Hellenic Anticancer Institute, 10680 Athens, Greece
| |
Collapse
|
3
|
Alsanea M, Alsaleh A, Obeid D, Alhadeq F, Alahideb B, Alhamlan F. Genetic Variability in the E6, E7, and L1 Genes of Human Papillomavirus Types 16 and 18 among Women in Saudi Arabia. Viruses 2022; 15:109. [PMID: 36680149 PMCID: PMC9862970 DOI: 10.3390/v15010109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/06/2022] [Accepted: 12/14/2022] [Indexed: 01/03/2023] Open
Abstract
Cervical cancer is the eighth most frequent cancer in Saudi Arabia, and most cases are associated with human papillomavirus (HPV) types 16 and 18. HPV-induced carcinogenesis may be associated with the intra-type variant, genetic mutation, or the continuous expression of viral oncogenes E6 and E7. Infection efficiency and virus antigenicity may be affected by changes in the L1 gene. Thus, this retrospective cohort study analyzed E6, E7, and L1 gene mutations in cervical specimens collected from Saudi women positive for HPV16 or HPV18 infection. HPV16 and HPV18 lineages in these specimens were predominantly from Europe. The L83V mutation in the E6 gene of HPV16 showed sufficient oncogenic potential for progression to cervical cancer. By contrast, the L28F mutation in the E7 gene of HPV16 was associated with a low risk of cervical cancer. Other specific HPV16 and HPV18 mutations were associated with an increased risk of cancer, cancer progression, viral load, and age. Four novel mutations, K53T, K53N, R365P, and K443N, were identified in the L1 gene of HPV16. These findings for HPV16 and HPV18 lineages and mutations in the E6, E7, and L1 genes among women in Saudi Arabia may inform the design and development of effective molecular diagnostic tests and vaccination strategies for the Saudi population.
Collapse
Affiliation(s)
- Madain Alsanea
- Department of Infection and Immunity, King Faisal Specialist Hospital and Research Center, Riyadh 11564, Saudi Arabia
| | - Asma Alsaleh
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh 11564, Saudi Arabia
| | - Dalia Obeid
- Public Health Laboratories, Public Health Authority, Riyadh 11564, Saudi Arabia
| | - Faten Alhadeq
- Department of Infection and Immunity, King Faisal Specialist Hospital and Research Center, Riyadh 11564, Saudi Arabia
| | - Basma Alahideb
- Department of Infection and Immunity, King Faisal Specialist Hospital and Research Center, Riyadh 11564, Saudi Arabia
| | - Fatimah Alhamlan
- Department of Infection and Immunity, King Faisal Specialist Hospital and Research Center, Riyadh 11564, Saudi Arabia
- Department of Pathology and Laboratory Medicine, King Faisal Specialist Hospital and Research Centre, Riyadh 11564, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh 11564, Saudi Arabia
| |
Collapse
|
4
|
Molet L, Girlich D, Bonnin RA, Proust A, Bouligand J, Bachelerie F, Hantz S, Deback C. Identification by high-throughput sequencing of HPV variants and quasispecies that are untypeable by linear reverse blotting assay in cervical specimens. PAPILLOMAVIRUS RESEARCH (AMSTERDAM, NETHERLANDS) 2019; 8:100169. [PMID: 31283993 PMCID: PMC6620621 DOI: 10.1016/j.pvr.2019.100169] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Revised: 05/11/2019] [Accepted: 06/03/2019] [Indexed: 11/17/2022]
Abstract
The linear reverse blotting assays are valid methods for accurate human papillomavirus (HPV) typing required to manage women at risk of developing cervical cancer. However, some samples showed a positive signal in HPV lines but failed to display a positive signal in subsequent typing lines (designated as HPV-X), which indicate that certain types were not available on the respective typing blots. The aim of this study is to elucidate the types or variants of HPV through the high-throughput sequencing (HTS) of 54 ASCUS cervical samples in which the viruses remained untypeable with INNO LiPA HPV® assays. Low-risk (LR)-HPV types (HPV6, 30, 42, 62, 67, 72, 74, 81, 83, 84, 87, 89, 90 and 114), high-risk (HR)-HPV35 and possibly (p)HR-HPV73 were detected among HPV-X. Individual multiple infections (two to seven types) were detected in 40.7% of samples. Twenty-two specimens contained variants characterised by 2-10 changes. HPV30 reached the maximal number of 17 variants with relative abundance inferior or equal to 2.7%. The presence of L1 quasispecies explains why linear reverse blotting assays fail when variants compete or do not match the specific probes. Further studies are needed to measure the LR-HPV quasispecies dynamics and its role during persistent infection.
Collapse
Affiliation(s)
- Lucie Molet
- Laboratoire de Virologie, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Paris Sud, Hôpital Paul Brousse, Villejuif, France; INSERM UMR-996 « Inflammation, Chimiokines et Immunopathologies », Université Paris Sud, Université Paris Saclay, LabEx Lermit, Faculté de Médecine, Clamart, France
| | - Delphine Girlich
- EA7361 « Structure, Dynamics, Function and Expression of Broad-spectrum β-lactamases », Université Paris Sud, Université Paris Saclay, LabEx Lermit, Faculté de Médecine, Le Kremlin-Bicêtre, France
| | - Rémy A Bonnin
- EA7361 « Structure, Dynamics, Function and Expression of Broad-spectrum β-lactamases », Université Paris Sud, Université Paris Saclay, LabEx Lermit, Faculté de Médecine, Le Kremlin-Bicêtre, France
| | - Alexis Proust
- Laboratoire de génétique moléculaire, pharmacogénétique et hormonologie, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Le Kremlin-Bicêtre, France
| | - Jérôme Bouligand
- Laboratoire de génétique moléculaire, pharmacogénétique et hormonologie, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Le Kremlin-Bicêtre, France; INSERM UMR-1185 « Signalisation Hormonale, Physiopathologie Endocrinienne et Métabolique », Université Paris Sud, Université Paris Saclay, Faculté de Médecine, Le Kremlin Bicêtre, France
| | - Françoise Bachelerie
- INSERM UMR-996 « Inflammation, Chimiokines et Immunopathologies », Université Paris Sud, Université Paris Saclay, LabEx Lermit, Faculté de Médecine, Clamart, France
| | - Sébastien Hantz
- Univ. Limoges, RESINFIT, U1092, F-87000, Limoges, France; CHU Limoges, Laboratoire de Bactériologie-Virologie-Hygiène, F-87000, Limoges, France
| | - Claire Deback
- Laboratoire de Virologie, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpitaux Universitaires Paris Sud, Hôpital Paul Brousse, Villejuif, France; INSERM UMR-996 « Inflammation, Chimiokines et Immunopathologies », Université Paris Sud, Université Paris Saclay, LabEx Lermit, Faculté de Médecine, Clamart, France.
| |
Collapse
|
5
|
Dube Mandishora RS, Gjøtterud KS, Lagström S, Stray-Pedersen B, Duri K, Chin'ombe N, Nygård M, Christiansen IK, Ambur OH, Chirenje MZ, Rounge TB. Intra-host sequence variability in human papillomavirus. PAPILLOMAVIRUS RESEARCH (AMSTERDAM, NETHERLANDS) 2018; 5:180-191. [PMID: 29723682 PMCID: PMC6047465 DOI: 10.1016/j.pvr.2018.04.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 03/14/2018] [Accepted: 04/27/2018] [Indexed: 11/20/2022]
Abstract
Human papillomaviruses (HPVs) co-evolve slowly with the human host and each HPV genotype displays epithelial tropisms. We assessed the evolution of intra HPV genotype variants within samples, and their association to anogenital site, cervical cytology and HIV status. Variability in the L1 gene of 35 HPV genotypes was characterized phylogenetically using maximum likelihood, and portrayed by phenotype. Up to a thousand unique variants were identified within individual samples. In-depth analyses of the most prevalent genotypes, HPV16, HPV18 and HPV52, revealed that the high diversity was dominated by a few abundant variants. This suggests high intra-host mutation rates. Clades of HPV16, HPV18 and HPV52 were associated to anatomical site and HIV co-infection. Particularly, we observed that one HPV16 clade was specific to vaginal cells and one HPV52 clade was specific to anal cells. One major HPV52 clade, present in several samples, was strongly associated with cervical neoplasia. Overall, our data suggest that tissue tropism and HIV immunosuppression are strong shapers of HPV evolution.
Collapse
Affiliation(s)
- Racheal S Dube Mandishora
- Department of Medical Microbiology, University of Zimbabwe College of Health Sciences, P.O Box A178, Avondale, Harare, Zimbabwe
| | - Kristina S Gjøtterud
- Department of Research, Cancer Registry of Norway, P.O. box 5313 Majorstuen, 0304 Oslo, Norway
| | - Sonja Lagström
- Department of Research, Cancer Registry of Norway, P.O. box 5313 Majorstuen, 0304 Oslo, Norway; Department of Microbiology and Infection Control, The Norwegian HPV Reference Laboratory, Akershus University Hospital, Sykehusveien 25, Lørenskog, Norway
| | - Babill Stray-Pedersen
- Women's clinic, Rikshospitalet, Oslo University Hospital and Institute of Clinical Medicine, P.O Box 4950 Nydalen, 0424 Oslo, Norway
| | - Kerina Duri
- Department of Immunology, University of Zimbabwe College of Health Sciences, P.O Box A178, Avondale, Harare, Zimbabwe
| | - Nyasha Chin'ombe
- Department of Medical Microbiology, University of Zimbabwe College of Health Sciences, P.O Box A178, Avondale, Harare, Zimbabwe
| | - Mari Nygård
- Department of Research, Cancer Registry of Norway, P.O. box 5313 Majorstuen, 0304 Oslo, Norway
| | - Irene Kraus Christiansen
- Department of Microbiology and Infection Control, The Norwegian HPV Reference Laboratory, Akershus University Hospital, Sykehusveien 25, Lørenskog, Norway
| | - Ole Herman Ambur
- Department of Microbiology and Infection Control, The Norwegian HPV Reference Laboratory, Akershus University Hospital, Sykehusveien 25, Lørenskog, Norway; Department of Life Sciences and Health, Oslo and Akershus University College of Applied Sciences, P.O Box 4 St. Olavs plass, N-0130 Oslo, Norway
| | - Mike Z Chirenje
- Department of Obstetrics and Gynaecology, University of Zimbabwe College of Health Sciences, Box A178, Avondale, Harare, Zimbabwe
| | - Trine B Rounge
- Department of Research, Cancer Registry of Norway, P.O. box 5313 Majorstuen, 0304 Oslo, Norway.
| |
Collapse
|