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Pedrini M, Pozzi L, Sacchi F, Citarella A, Fasano V, Seneci P, Pieraccini S, Ruberto L, Peña HP, Garzino-Demo A, Vitiello A, Sernicola L, Borsetti A, Calistri A, Parolin C, Passarella D. Design, synthesis and in vitro validation of bivalent binders of SARS-CoV-2 spike protein: Obeticholic, betulinic and glycyrrhetinic acids as building blocks. Bioorg Med Chem 2025; 121:118124. [PMID: 39999646 DOI: 10.1016/j.bmc.2025.118124] [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: 01/16/2025] [Revised: 02/12/2025] [Accepted: 02/17/2025] [Indexed: 02/27/2025]
Abstract
SARS-CoV-2 is the virus responsible for the COVID-19 pandemic, which caused over 6.7 million deaths worldwide. The Spike protein plays a crucial role in the infection process, mediating the binding of the virus to its cellular receptor, angiotensin-converting enzyme 2 (ACE2), and its subsequent entry into target cells. Previous studies identified, through virtual screening, several natural products capable of binding to two distinct pockets of the Spike protein: triterpenoids binding to pocket 1 and bile acid derivatives binding to pocket 5. Building on these findings, our study advances the field by developing bivalent compounds 1-4 that through a spacer combine a triterpenoid (betulinic acid or glycyrrhetinic acid) with a semisynthetic bile acid derivative (obeticholic acid). These bivalent compounds are designed to simultaneously bind both pockets of the Spike protein, offering significant advantages over single molecules or the combination of the two natural products. In vitro cell assays using pseudotyped recombinant lentiviral particles with selected SARS-CoV-2 Spike proteins demonstrated that 1 and 2 exhibit enhanced activity in reducing viral entry into target cells compared to individual natural products, thus highlighting their potential as superior antiviral agents with reduced side effects.
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Affiliation(s)
- Martina Pedrini
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy
| | - Luca Pozzi
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy
| | - Francesca Sacchi
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy
| | - Andrea Citarella
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy.
| | - Valerio Fasano
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy
| | - Pierfausto Seneci
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy
| | - Stefano Pieraccini
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy
| | - Lorenzo Ruberto
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy
| | - Helena Perez Peña
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy
| | - Alfredo Garzino-Demo
- Department of Molecular Medicine, University of Padova, Via Gabelli 63, 35121 Padova, Italy; Department of Microbial Pathogenesis, University of Maryland School of Dentistry, Baltimore, MD 21201, United States; Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD 21201, United States
| | - Adriana Vitiello
- Department of Molecular Medicine, University of Padova, Via Gabelli 63, 35121 Padova, Italy
| | - Leonardo Sernicola
- National HIV/AIDS Research Center (CNAIDS), Istituto Superiore di Sanità, 00162 Roma, Italy
| | - Alessandra Borsetti
- National HIV/AIDS Research Center (CNAIDS), Istituto Superiore di Sanità, 00162 Roma, Italy
| | - Arianna Calistri
- Department of Molecular Medicine, University of Padova, Via Gabelli 63, 35121 Padova, Italy
| | - Cristina Parolin
- Department of Molecular Medicine, University of Padova, Via Gabelli 63, 35121 Padova, Italy
| | - Daniele Passarella
- Department of Chemistry, University of Milan, Via Golgi 19, 20133 Milano, Italy.
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Stamenković M, Pantelić S, Bubanj S, Petković E, Bjelica B, Aksović N, Toskić L, Sufaru C, Lupu GS, Dobreci DL, Dobrescu T, Sava MA. Physical Activity and Mental Health After COVID-19 Recovery: Age and Sex Differences. Life (Basel) 2025; 15:531. [PMID: 40283086 PMCID: PMC12028836 DOI: 10.3390/life15040531] [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: 02/21/2025] [Revised: 03/15/2025] [Accepted: 03/22/2025] [Indexed: 04/29/2025] Open
Abstract
(1) Background: The relationship between physical activity (PA) and mental health remains a topic of significant interest, particularly in populations recovering from COVID-19. This study aimed to examine the differences in PA levels and mental health parameters (anxiety, depression, and stress) across sex and age groups following COVID-19 recovery; (2) Methods: The sample of participants (n = 288) was selected using a random sampling method and consisted of participants of different ages and both sexes. Participants' self-reported PA was assessed using the International Physical Activity Questionnaire (IPAQ), while the Depression, Anxiety, and Stress Scale (DASS) was used to measure negative emotional states. The influence of COVID-19 recovery on PA and mental health (depression, anxiety, stress) was analyzed using MANOVA and follow-up univariate tests by age and sex. Statistical significance was set at p < 0.05, with SPSS (v23.0) used for data analysis; (3) Results: A statistically significant difference was observed between the initial and final measurements in PA levels (Wilk's Lambda = 0.95; p = 0.000) and mental health (Wilk's Lambda = 0.96; p = 0.000) with older individuals-particularly women-demonstrating improved PA levels and better mental health outcomes. In contrast, younger women exhibited a decline in both domains, with increased anxiety, depression, and stress symptoms. While younger men showed increased PA, their mental health parameters were slightly elevated, though still within normal ranges; (4) Conclusions: Our findings suggest that older individuals were better adapted to post-COVID challenges due to maturity and life experience, while younger populations may require additional support. The study underscored the complexity of the PA-mental health relationship and highlighted the need for further research, particularly among younger individuals recovering from COVID-19.
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Affiliation(s)
- Miloš Stamenković
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia; (M.S.); (S.P.); (E.P.)
| | - Saša Pantelić
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia; (M.S.); (S.P.); (E.P.)
| | - Saša Bubanj
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia; (M.S.); (S.P.); (E.P.)
| | - Emilija Petković
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia; (M.S.); (S.P.); (E.P.)
| | - Bojan Bjelica
- Faculty of Physical Education and Sports, University of East Sarajevo, 71126 Lukavica, Bosnia and Herzegovina;
| | - Nikola Aksović
- Faculty of Sport and Physical Education, University of Priština-Kosovska Mitrovica, 38218 Leposavić, Serbia; (N.A.); (L.T.)
| | - Lazar Toskić
- Faculty of Sport and Physical Education, University of Priština-Kosovska Mitrovica, 38218 Leposavić, Serbia; (N.A.); (L.T.)
- Faculty of Sport, University “Union–Nikola Tesla”, 11070 Belgrade, Serbia
| | - Constantin Sufaru
- Faculty of Movement, Sports and Health Sciences, “Vasile Alecsandri” University of Bacău, 600115 Bacău, Romania; (C.S.); (G.-S.L.); (D.-L.D.); (M.-A.S.)
| | - Gabriel-Stănică Lupu
- Faculty of Movement, Sports and Health Sciences, “Vasile Alecsandri” University of Bacău, 600115 Bacău, Romania; (C.S.); (G.-S.L.); (D.-L.D.); (M.-A.S.)
| | - Daniel-Lucian Dobreci
- Faculty of Movement, Sports and Health Sciences, “Vasile Alecsandri” University of Bacău, 600115 Bacău, Romania; (C.S.); (G.-S.L.); (D.-L.D.); (M.-A.S.)
| | - Tatiana Dobrescu
- Faculty of Movement, Sports and Health Sciences, “Vasile Alecsandri” University of Bacău, 600115 Bacău, Romania; (C.S.); (G.-S.L.); (D.-L.D.); (M.-A.S.)
| | - Mihai-Adrian Sava
- Faculty of Movement, Sports and Health Sciences, “Vasile Alecsandri” University of Bacău, 600115 Bacău, Romania; (C.S.); (G.-S.L.); (D.-L.D.); (M.-A.S.)
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Vashi B, Pettrone K, Wilson CS, Chenoweth JG, Brandsma J, Gregory MK, Genzor P, Striegel DA, Rothman RE, Hansoti B, Avornu GD, McBryde B, Zimmerman LR, Woods CW, Petzold EA, Cowden J, Nitayaphan S, Nasomsong W, Clark DV. COVID-19 symptom severity and duration among outpatients, July 2021-May 2023: The PROTECT observational study. PLoS One 2025; 20:e0314518. [PMID: 39982872 PMCID: PMC11844841 DOI: 10.1371/journal.pone.0314518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Accepted: 11/11/2024] [Indexed: 02/23/2025] Open
Abstract
INTRODUCTION With the emergence of new SARS-CoV-2 variants has come significant variations in disease manifestation, severity, and duration in non-hospitalized infected patients. To characterize symptom patterns and risk factors associated with symptom severity and duration, COVID-19 and influenza-like illness (ILI) outpatients and their contacts were enrolled at two sites in the United States of America and one site in Thailand. METHODS COVID-19 infection was confirmed at enrollment with a positive antigen or PCR test. Baseline demographics and medical histories were collected from participants at enrollment and daily self-reported symptom questionnaires were obtained to assess symptom severity and duration. Risk factors associated with symptom severity and duration were determined by multivariate logistic regression and Cox proportional hazards model. RESULTS Two hundred and forty one participants meeting the eligibility criteria were enrolled, including 174 confirmed COVID-19 cases (9% Delta and 90% Omicron), 33 ILI cases, and 34 healthy contacts. COVID-19 participants had a shorter median symptom duration of 9.0 (95% CI, 8.0-11.0) days than ILI participants. Infection with the Delta variant resulted in a longer symptom alleviation period compared to infection with the Omicron variant. The most commonly reported symptoms among COVID-19 participants were reported in the nasal and chest/respiratory domains of the FLU-PRO Plus. Participants infected with the Delta variant reported more symptoms overall, with significantly more symptoms affecting eyes and senses reported. 55% of SARS-CoV-2-positive participants reached a negative N1 Ct value by the day 14 study time point. No risk factors for moderate to severe symptoms were identified in this outpatient cohort. Male sex was associated with a shorter symptom duration. CONCLUSION Symptom manifestation varied among Delta and Omicron variants. Few risk factors were identified for increased symptom severity or duration.
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Affiliation(s)
- Bhavya Vashi
- The Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America
| | - Kristen Pettrone
- The Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America
| | - Claire S. Wilson
- Department of Emergency Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Josh G. Chenoweth
- The Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America
| | - Joost Brandsma
- The Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America
| | - Melissa K. Gregory
- The Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America
| | - Pavol Genzor
- The Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America
| | - Deborah A. Striegel
- The Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America
| | - Richard E. Rothman
- Department of Emergency Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Bhakti Hansoti
- Department of Emergency Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Gideon D. Avornu
- Department of Emergency Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Breana McBryde
- Department of Emergency Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Lauren Reynolds Zimmerman
- Department of Emergency Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Christopher W. Woods
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Elizabeth A. Petzold
- Division of Infectious Diseases, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - Jessica Cowden
- Walter Reed Army Institute of Research-Armed Forces Research Institute of Medical Science (WRAIR-AFRIMS), Bangkok, Thailand
| | - Sorachai Nitayaphan
- Royal Thai Army, Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
| | - Worapong Nasomsong
- Division of Infectious Disease, Department of Internal Medicine, Phramongkutklao Hospital and College of Medicine, Bangkok, Thailand
| | - Danielle V. Clark
- The Austere environments Consortium for Enhanced Sepsis Outcomes (ACESO), The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America
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López D, Zumárraga J. Bioinformatic Tools for Studying the Cellular Immune Response to SARS-CoV-2, Vaccine Efficacy, and Future Pandemics at the Global Population Level. Int J Mol Sci 2024; 25:13477. [PMID: 39769240 PMCID: PMC11678114 DOI: 10.3390/ijms252413477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 12/13/2024] [Accepted: 12/15/2024] [Indexed: 01/11/2025] Open
Abstract
Antigen recognition by human leukocyte antigen (HLA) restriction is critical for an adequate antiviral response in both natural infection and vaccination. However, the overwhelming polymorphism of HLA, with nearly 40,000 alleles identified, is an important limitation for the global analysis of cellular immune responses and vaccine efficacy. In this narrative review, we included several immunoinformatics studies performed in our laboratory to circumvent this limitation. These analyses focused on studying the cellular immune responses restricted by the most common HLA alleles, and their role in vaccine efficacy. Computational studies validated experimentally, such as our laboratory has carried out, represent a useful, rapid, and cost-effective strategy to combat future pandemics.
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Affiliation(s)
- Daniel López
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, 28220 Majadahonda, Madrid, Spain;
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