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McClune ME, Ebohon O, Dressler JM, Davis MM, Tupik JD, Lochhead RB, Booth CJ, Steere AC, Jutras BL. The peptidoglycan of Borrelia burgdorferi can persist in discrete tissues and cause systemic responses consistent with chronic illness. Sci Transl Med 2025; 17:eadr2955. [PMID: 40267217 DOI: 10.1126/scitranslmed.adr2955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 01/27/2025] [Accepted: 03/06/2025] [Indexed: 04/25/2025]
Abstract
Persistent symptoms after an acute infection is an emerging public health concern, but the pathobiology of such conditions is not well understood. One possible scenario involves the persistence of lingering antigen. We have previously reported that patients with postinfectious Lyme arthritis often harbor the peptidoglycan (PG) cell wall of Borrelia burgdorferi, the Lyme disease agent, in the synovial fluid of their inflamed joints after treatment. However, it is not yet known how B. burgdorferi PG persists, in what form, or if it may play a role in other postinfectious complications after Lyme disease. Using a murine model, we developed a real-time in vivo system to track B. burgdorferi PG as a function of cell wall chemistry and validated our findings using both molecular and cellular approaches. Unlike typical bacterial PG, the unique chemical properties of polymeric B. burgdorferi PG drive murine liver accumulation, where the cell wall material persists for weeks. Kupffer cells and hepatocytes phagocytose and retain B. burgdorferi PG and, although liver occupancy coincides with minimal pathology, both organ-specific and secreted protein profiles produced under these conditions bear some similarities to reported proteins enriched in patients with chronic illness after acute infection. Moreover, transcriptomic profiling indicated that B. burgdorferi PG affects energy metabolism in peripheral blood mononuclear cells. Our findings provide mechanistic insights into how a pathogenic molecule can persist after agent clearance, potentially contributing to illness after infection.
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Affiliation(s)
- Mecaila E McClune
- Department of Microbiology-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Human Center for Immunobiology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Biochemistry, Virginia Tech, Blacksburg, VA 24061, USA
- Center for Emerging, Zoonotic, and Arthropod-borne Pathogens, Virginia Tech, Blacksburg, VA 24061, USA
| | - Osamudiamen Ebohon
- Department of Microbiology-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Human Center for Immunobiology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Biochemistry, Virginia Tech, Blacksburg, VA 24061, USA
- Center for Emerging, Zoonotic, and Arthropod-borne Pathogens, Virginia Tech, Blacksburg, VA 24061, USA
| | - Jules M Dressler
- Department of Biochemistry, Virginia Tech, Blacksburg, VA 24061, USA
- Center for Emerging, Zoonotic, and Arthropod-borne Pathogens, Virginia Tech, Blacksburg, VA 24061, USA
| | - Marisela M Davis
- Department of Biochemistry, Virginia Tech, Blacksburg, VA 24061, USA
| | - Juselyn D Tupik
- Center for Emerging, Zoonotic, and Arthropod-borne Pathogens, Virginia Tech, Blacksburg, VA 24061, USA
- Department of Biomedical and Veterinary Medicine, Virginia Tech, Blacksburg, VA 24061, USA
| | - Robert B Lochhead
- Department of Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Carmen J Booth
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - Allen C Steere
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Brandon L Jutras
- Department of Microbiology-Immunology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Human Center for Immunobiology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Biochemistry, Virginia Tech, Blacksburg, VA 24061, USA
- Center for Emerging, Zoonotic, and Arthropod-borne Pathogens, Virginia Tech, Blacksburg, VA 24061, USA
- Translational Biology, Medicine, and Health, Virginia Tech, Blacksburg, VA 24061, USA
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2
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Matsuoka M, Soria SA, Pires JR, Sant'Ana ACP, Freire M. Natural and induced immune responses in oral cavity and saliva. BMC Immunol 2025; 26:34. [PMID: 40251519 PMCID: PMC12007159 DOI: 10.1186/s12865-025-00713-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Accepted: 04/07/2025] [Indexed: 04/20/2025] Open
Abstract
This review comprehensively explores the intricate immune responses within the oral cavity, emphasizing the pivotal role of saliva in maintaining both oral and systemic health. Saliva, a complex biofluid, functions as a dynamic barrier against pathogens, housing diverse cellular components including epithelial cells, neutrophils, monocytes, dendritic cells, and lymphocytes, which collectively contribute to robust innate and adaptive immune responses. It acts as a physical and immunological barrier, providing the first line of defense against pathogens. The multifaceted protective mechanisms of salivary proteins, cytokines, and immunoglobulins, particularly secretory IgA (SIgA), are elucidated. We explore the natural and induced immune responses in saliva, focusing on its cellular and molecular composition. In addition to saliva, we highlight the significance of a serum-like fluid, the gingival crevicular fluid (GCF), in periodontal health and disease, and its potential as a diagnostic tool. Additionally, the review delves into the impact of diseases such as periodontitis, oral cancer, type 2 diabetes, and lupus on salivary immune responses, highlighting the potential of saliva as a non-invasive diagnostic tool for both oral and systemic conditions. We describe how oral tissue and the biofluid responds to diseases, including considerations to periodontal tissue health and in disease periodontitis. By examining the interplay between oral and systemic health through the oral-systemic axis, this review underscores the significance of salivary immune mechanisms in overall well-being and disease pathogenesis, emphasizing the importance of salivary mechanisms across the body.
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Affiliation(s)
- Michele Matsuoka
- Department of Genomic Medicine and Infectious Diseases, J. Craig Venter Institute, 4120 Capricorn Lane, La Jolla, CA, 92037, USA
| | - Salim Abraham Soria
- Department of Genomic Medicine and Infectious Diseases, J. Craig Venter Institute, 4120 Capricorn Lane, La Jolla, CA, 92037, USA
| | - Julien Rodrigues Pires
- Department of Periodontology, Bauru School of Dentistry, University of São Paulo, Bauru, 17012-901, Brazil
| | | | - Marcelo Freire
- Department of Genomic Medicine and Infectious Diseases, J. Craig Venter Institute, 4120 Capricorn Lane, La Jolla, CA, 92037, USA.
- Division of Infectious Diseases and Global Public Health Department of Medicine, University of California San Diego, La Jolla, CA, 92093, USA.
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3
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de
Lima IL, Cataldi TR, Brites C, Labate MT, Vaz SN, Deminco F, da Cunha GS, Labate CA, Eberlin MN. 4D-DIA Proteomics Uncovers New Insights into Host Salivary Response Following SARS-CoV-2 Omicron Infection. J Proteome Res 2025; 24:499-514. [PMID: 39803891 PMCID: PMC11812090 DOI: 10.1021/acs.jproteome.4c00630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 12/04/2024] [Accepted: 12/30/2024] [Indexed: 02/08/2025]
Abstract
Since late 2021, Omicron variants have dominated the epidemiological scenario as the most successful severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) sublineages, driving new and breakthrough infections globally over the past two years. In this study, we investigated for the first time the host salivary response of COVID-19 patients infected with Omicron variants (BA.1, BA.2, and BA.4/5) by using an untargeted four-dimensional data-independent acquisition (4D-DIA)-based proteomics approach. We identified 137 proteins whose abundance levels differed between the COVID-19 positive and negative groups. Salivary signatures were mainly enriched in ribosomal proteins, linked to mRNAviral translation, protein synthesis and processing, immune innate, and antiapoptotic signaling. The higher abundance of 14-3-3 proteins (YWHAG, YWHAQ, YWHAE, and SFN) in saliva, first reported here, may be associated with increased infectivity and improved viral replicative fitness. We also identified seven proteins (ACTN1, H2AC2, GSN, NDKA, CD109, GGH, and PCYOX) that yielded comprehension into Omicron infection and performed outstandingly in screening patients with COVID-19 in a hospital setting. This panel also presented an enhanced anti-COVID-19 and anti-inflammatory signature, providing insights into disease severity, supported by comparisons with other proteome data sets. The salivary signature provided valuable insights into the host's response to SARS-CoV-2 Omicron infection, shedding light on the pathophysiology of COVID-19, particularly in cases associated with mild disease. It also underscores the potential clinical applications of saliva for disease screening in hospital settings. Data are available via ProteomeXchange with the identifier PXD054133.
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Affiliation(s)
- Iasmim Lopes de
Lima
- PPGEMN,
School of Engineering, Mackenzie Presbyterian University & MackGraphe
- Mackenzie Institute for Research in Graphene and Nanotechnologies, Mackenzie Presbyterian Institute, São Paulo, São
Paulo 01302-907, Brazil
| | - Thais Regiani Cataldi
- Department
of Genetics, “Luiz de Queiroz”
College of Agriculture, University of São Paulo/ESALQ, Piracicaba, São Paulo 13418-900, Brazil
| | - Carlos Brites
- LAPI
- Laboratory of Research in Infectology, University Hospital Professor
Edgard Santos (HUPES), Federal University
of Bahia (UFBA), Salvador, Bahia 40110-060, Brazil
| | - Mônica Teresa
Veneziano Labate
- Department
of Genetics, “Luiz de Queiroz”
College of Agriculture, University of São Paulo/ESALQ, Piracicaba, São Paulo 13418-900, Brazil
| | - Sara Nunes Vaz
- LAPI
- Laboratory of Research in Infectology, University Hospital Professor
Edgard Santos (HUPES), Federal University
of Bahia (UFBA), Salvador, Bahia 40110-060, Brazil
| | - Felice Deminco
- LAPI
- Laboratory of Research in Infectology, University Hospital Professor
Edgard Santos (HUPES), Federal University
of Bahia (UFBA), Salvador, Bahia 40110-060, Brazil
| | - Gustavo Santana da Cunha
- PPGEMN,
School of Engineering, Mackenzie Presbyterian University & MackGraphe
- Mackenzie Institute for Research in Graphene and Nanotechnologies, Mackenzie Presbyterian Institute, São Paulo, São
Paulo 01302-907, Brazil
| | - Carlos Alberto Labate
- Department
of Genetics, “Luiz de Queiroz”
College of Agriculture, University of São Paulo/ESALQ, Piracicaba, São Paulo 13418-900, Brazil
| | - Marcos Nogueira Eberlin
- PPGEMN,
School of Engineering, Mackenzie Presbyterian University & MackGraphe
- Mackenzie Institute for Research in Graphene and Nanotechnologies, Mackenzie Presbyterian Institute, São Paulo, São
Paulo 01302-907, Brazil
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4
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Antar AAR, Cox AL. Translating insights into therapies for Long Covid. Sci Transl Med 2024; 16:eado2106. [PMID: 39536116 DOI: 10.1126/scitranslmed.ado2106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
Long Covid is defined by a wide range of symptoms that persist after the acute phase of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Commonly reported symptoms include fatigue, weakness, postexertional malaise, and cognitive dysfunction, with many other symptoms reported. Symptom range, duration, and severity are highly variable and partially overlap with symptoms of myalgic encephalomyelitis/chronic fatigue syndrome and other post-acute infectious syndromes, highlighting opportunities to define shared mechanisms of pathogenesis. Potential mechanisms of Long Covid are diverse, including persistence of viral reservoirs, dysregulated immune responses, direct viral damage of tissues targeted by SARS-CoV-2, inflammation driven by reactivation of latent viral infections, vascular endothelium activation or dysfunction, and subsequent thromboinflammation, autoimmunity, metabolic derangements, microglial activation, and microbiota dysbiosis. The heterogeneity of symptoms and baseline characteristics of people with Long Covid, as well as the varying states of immunity and therapies given at the time of acute infection, have made etiologies of Long Covid difficult to determine. Here, we examine progress on preclinical models for Long Covid and review progress being made in clinical trials, highlighting the need for large human studies and further development of models to better understand Long Covid. Such studies will inform clinical trials that will define treatments to benefit those living with this condition.
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Affiliation(s)
- Annukka A R Antar
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Andrea L Cox
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
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5
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Paes Leme AF, Yokoo S, Normando AGC, Ormonde JVS, Domingues RR, Cruz FF, Silva PL, Souza BSF, Dos Santos CC, Castro-Faria-Neto H, Martins CM, Lopes-Pacheco M, Rocco PRM. Proteomics of serum-derived extracellular vesicles are associated with the severity and different clinical profiles of patients with COVID-19: An exploratory secondary analysis. Cytotherapy 2024; 26:444-455. [PMID: 38363248 DOI: 10.1016/j.jcyt.2024.02.001] [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: 11/12/2023] [Revised: 02/01/2024] [Accepted: 02/01/2024] [Indexed: 02/17/2024]
Abstract
BACKGROUND AIMS Coronavirus disease 2019 (COVID-19) is characterized by a broad spectrum of clinical manifestations with the potential to progress to multiple organ dysfunction in severe cases. Extracellular vesicles (EVs) carry a range of biological cargoes, which may be used as biomarkers of disease state. METHODS An exploratory secondary analysis of the SARITA-2 and SARITA-1 datasets (randomized clinical trials on patients with mild and moderate/severe COVID-19) was performed. Serum-derived EVs were used for proteomic analysis to identify enriched biological processes and key proteins, thus providing insights into differences in disease severity. Serum-derived EVs were separated from patients with COVID-19 by size exclusion chromatography and nanoparticle tracking analysis was used to determine particle concentration and diameter. Liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS) was performed to identify and quantify protein signatures. Bioinformatics and multivariate statistical analysis were applied to distinguish candidate proteins associated with disease severity (mild versus moderate/severe COVID-19). RESULTS No differences were observed in terms of the concentration and diameter of enriched EVs between mild (n = 14) and moderate/severe (n = 30) COVID-19. A total of 414 proteins were found to be present in EVs, of which 360 were shared while 48 were uniquely present in severe/moderate compared to mild COVID-19. The main biological signatures in moderate/severe COVID-19 were associated with platelet degranulation, exocytosis, complement activation, immune effector activation, and humoral immune response. Von Willebrand factor, serum amyloid A-2 protein, histone H4 and H2A type 2-C, and fibrinogen β-chain were the most differentially expressed proteins between severity groups. CONCLUSION Exploratory proteomic analysis of serum-derived EVs from patients with COVID-19 detected key proteins related to immune response and activation of coagulation and complement pathways, which are associated with disease severity. Our data suggest that EV proteins may be relevant biomarkers of disease state and prognosis.
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Affiliation(s)
- Adriana F Paes Leme
- Laboratório Nacional de Biociências - LNBio, Centro Nacional de Pesquisa em Energia e Materiais - CNPEM, Campinas, São Paulo, Brazil
| | - Sami Yokoo
- Laboratório Nacional de Biociências - LNBio, Centro Nacional de Pesquisa em Energia e Materiais - CNPEM, Campinas, São Paulo, Brazil
| | - Ana Gabriela C Normando
- Laboratório Nacional de Biociências - LNBio, Centro Nacional de Pesquisa em Energia e Materiais - CNPEM, Campinas, São Paulo, Brazil
| | - João Vitor S Ormonde
- Laboratório Nacional de Biociências - LNBio, Centro Nacional de Pesquisa em Energia e Materiais - CNPEM, Campinas, São Paulo, Brazil
| | - Romenia Ramos Domingues
- Laboratório Nacional de Biociências - LNBio, Centro Nacional de Pesquisa em Energia e Materiais - CNPEM, Campinas, São Paulo, Brazil
| | - Fernanda F Cruz
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; National Institute of Science and Technology for Regenerative Medicine, Rio de Janeiro, Brazil; Rio de Janeiro Innovation Network in Nanosystems for Health-NanoSaúde, Research Support Foundation of the State of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Pedro L Silva
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; National Institute of Science and Technology for Regenerative Medicine, Rio de Janeiro, Brazil; Rio de Janeiro Innovation Network in Nanosystems for Health-NanoSaúde, Research Support Foundation of the State of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Bruno S F Souza
- Goncalo Moniz Institute, Oswaldo Cruz Foundation (FIOCRUZ), Salvador, Bahia, Brazil; D'Or Institute for Research and Education (IDOR), Salvador, Bahia, Brazil; Center for Biotechnology and Cell Therapy, São Rafael Hospital, Salvador, Bahia, Brazil
| | - Claudia C Dos Santos
- The Keenan Research Centre for Biomedical Science of St. Michael's Hospital, Toronto, Ontario, Canada; Institute of Medical Sciences and Interdepartmental Division of Critical Care, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | | | - Miquéias Lopes-Pacheco
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, Lisbon, Portugal
| | - Patricia R M Rocco
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; National Institute of Science and Technology for Regenerative Medicine, Rio de Janeiro, Brazil; Rio de Janeiro Innovation Network in Nanosystems for Health-NanoSaúde, Research Support Foundation of the State of Rio de Janeiro, Rio de Janeiro, Brazil.
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6
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Alqedari H, Altabtbaei K, Espinoza JL, Bin-Hasan S, Alghounaim M, Alawady A, Altabtabae A, AlJamaan S, Devarajan S, AlShammari T, Ben Eid M, Matsuoka M, Jang H, Dupont CL, Freire M. Host-microbiome associations in saliva predict COVID-19 severity. PNAS NEXUS 2024; 3:pgae126. [PMID: 38617584 PMCID: PMC11010653 DOI: 10.1093/pnasnexus/pgae126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 03/07/2024] [Indexed: 04/16/2024]
Abstract
Established evidence indicates that oral microbiota plays a crucial role in modulating host immune responses to viral infection. Following severe acute respiratory syndrome coronavirus 2, there are coordinated microbiome and inflammatory responses within the mucosal and systemic compartments that are unknown. The specific roles the oral microbiota and inflammatory cytokines play in the pathogenesis of coronavirus disease 2019 (COVID-19) are yet to be explored. Here, we evaluated the relationships between the salivary microbiome and host parameters in different groups of COVID-19 severity based on their oxygen requirement. Saliva and blood samples (n = 80) were collected from COVID-19 and from noninfected individuals. We characterized the oral microbiomes using 16S ribosomal RNA gene sequencing and evaluated saliva and serum cytokines and chemokines using multiplex analysis. Alpha diversity of the salivary microbial community was negatively associated with COVID-19 severity, while diversity increased with health. Integrated cytokine evaluations of saliva and serum showed that the oral host response was distinct from the systemic response. The hierarchical classification of COVID-19 status and respiratory severity using multiple modalities separately (i.e. microbiome, salivary cytokines, and systemic cytokines) and simultaneously (i.e. multimodal perturbation analyses) revealed that the microbiome perturbation analysis was the most informative for predicting COVID-19 status and severity, followed by the multimodal. Our findings suggest that oral microbiome and salivary cytokines may be predictive of COVID-19 status and severity, whereas atypical local mucosal immune suppression and systemic hyperinflammation provide new cues to understand the pathogenesis in immunologically compromised populations.
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Affiliation(s)
- Hend Alqedari
- Department of Public Health and Community Service, Tufts University School of Dental Medicine, 1 Kneeland Street, Boston, MA 02111, USA
- Dasman Diabetes Institute, 1180 Dasman, 9XQV+V9 Kuwait City, Kuwait
| | - Khaled Altabtbaei
- Faculty of Medicine and Dentistry, School of Dentistry, University of Alberta, Edmonton, AB T6G 2L7, Canada
| | - Josh L Espinoza
- Department of Genomic Medicine and Infectious Diseases, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Saadoun Bin-Hasan
- Department of Pediatrics, Farwaniyah Hospital, Ministry of Health, 7XF4+WPJ Al Farwaniyah, Kuwait
| | - Mohammad Alghounaim
- Department of Pediatrics, Amiri Hospital, Ministry of Health, 9XQQ+42 Kuwait City, Kuwait
| | - Abdullah Alawady
- Department of Pediatrics, Farwaniyah Hospital, Ministry of Health, 7XF4+WPJ Al Farwaniyah, Kuwait
| | - Abdullah Altabtabae
- Department of Pediatrics, Farwaniyah Hospital, Ministry of Health, 7XF4+WPJ Al Farwaniyah, Kuwait
| | - Sarah AlJamaan
- Department of Pediatrics, Farwaniyah Hospital, Ministry of Health, 7XF4+WPJ Al Farwaniyah, Kuwait
| | | | | | - Mohammed Ben Eid
- Department of Pediatrics, Farwaniyah Hospital, Ministry of Health, 7XF4+WPJ Al Farwaniyah, Kuwait
| | - Michele Matsuoka
- Department of Genomic Medicine and Infectious Diseases, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Hyesun Jang
- Department of Genomic Medicine and Infectious Diseases, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Christopher L Dupont
- Department of Genomic Medicine and Infectious Diseases, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Marcelo Freire
- Department of Genomic Medicine and Infectious Diseases, J. Craig Venter Institute, La Jolla, CA 92037, USA
- Division of Infectious Diseases and Global Public Health Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA
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