1
|
Ma J, Wang Y, Zhang Z, Cai X, Xiang X, Chen Y, Sun F, Dong J. Peripheral Blood T-Cell Receptor Repertoire Diversity as a Potential Biomarker in the Diagnosis and Treatment Evaluation of Colorectal and Lung Cancers: A Prospective Observational Study. Cancer Med 2025; 14:e70937. [PMID: 40387418 PMCID: PMC12086972 DOI: 10.1002/cam4.70937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 04/24/2025] [Accepted: 04/27/2025] [Indexed: 05/20/2025] Open
Abstract
BACKGROUND T-cell receptor (TCR) diversity 50 (D50) values could assess peripheral blood (PB) TCR diversity and immunity. This study aimed to evaluate the potential D50 value in the diagnosis and treatment evaluation of colorectal cancer (CRC) and nonsmall-cell lung cancer (NSCLC). METHODS This prospective observational study enrolled patients with CRC, benign colorectal disease (BCD), NSCLC, or benign nodule controls (BNC) and healthy donors (HD) at Yunnan Cancer Hospital between January 2021 and June 2022. PB specimens were used for TCRβ sequencing, and D50 was calculated and compared within different groups. The area under the curve (AUC) was used to evaluate the diagnostic performance of D50 in CRC and NSCLC. RESULTS A total of 114 HD and 115 CRC, 31 BCD, 67 NSCLC, and 25 BNC patients were enrolled. Both CRC and NSCLC patients exhibited significantly lower D50 compared with HDs (p < 0.001), whereas BCD and BNC patients showed a modest decrease in TCR diversity (p < 0.05). NSCLC patients with lymph node metastases had markedly lower D50 than those without lymph node metastasis (0.05 vs. 0.11, p < 0.01). Higher D50 was found in CRC and NSCLC patients with normal carcinoembryonic antigen (CEA) levels (p < 0.05). The potential of D50 value for early detection of CRC and NSCLC was demonstrated, with an area under the receiver operating characteristic curve (AUC) of 0.736 for CRC (sensitivity: 71.30%, specificity: 68.42%) and 0.768 for NSCLC (sensitivity: 83.58%, specificity: 60.53%). Significant differences in D50 values were observed between patients with tumor regression grade (TRG) 0-1 and those with TRG 2-3 (p = 0.027), with an AUC of 0.731 (sensitivity: 68.75%, specificity: 76.92%). CONCLUSION These findings suggest that the PB TCR D50 values may have significant clinical value in cancer diagnosis and in evaluating the efficacy of neoadjuvant therapies.
Collapse
MESH Headings
- Humans
- Male
- Female
- Middle Aged
- Lung Neoplasms/diagnosis
- Lung Neoplasms/blood
- Lung Neoplasms/therapy
- Lung Neoplasms/immunology
- Lung Neoplasms/genetics
- Prospective Studies
- Colorectal Neoplasms/diagnosis
- Colorectal Neoplasms/blood
- Colorectal Neoplasms/therapy
- Colorectal Neoplasms/immunology
- Colorectal Neoplasms/genetics
- Aged
- Biomarkers, Tumor/blood
- Biomarkers, Tumor/genetics
- Carcinoma, Non-Small-Cell Lung/diagnosis
- Carcinoma, Non-Small-Cell Lung/blood
- Carcinoma, Non-Small-Cell Lung/therapy
- Carcinoma, Non-Small-Cell Lung/immunology
- Carcinoma, Non-Small-Cell Lung/genetics
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/blood
- Adult
Collapse
Affiliation(s)
- Jilong Ma
- Key Laboratory of Cell Therapy Technology Transformation Medicine of Yunnan Province, the Han Weidong Expert Workstation of Yunnan Province, Yunnan Provincial Engineering Research Centre of Cell Therapy and Quality Control System, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer HospitalKunmingYunnanChina
| | - Yuanbiao Wang
- Key Laboratory of Cell Therapy Technology Transformation Medicine of Yunnan Province, the Han Weidong Expert Workstation of Yunnan Province, Yunnan Provincial Engineering Research Centre of Cell Therapy and Quality Control System, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer HospitalKunmingYunnanChina
| | - Zhixin Zhang
- Department of TechnologyChengdu ExAb Biotechnology, LTDChengduSichuanChina
| | - Xinyi Cai
- Department of Colorectal SurgeryThe Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer HospitalKunmingYunnanChina
| | - Xudong Xiang
- Department of Thoracic Surgery IIThe Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer HospitalKunmingYunnanChina
| | - Yan Chen
- Key Laboratory of Cell Therapy Technology Transformation Medicine of Yunnan Province, the Han Weidong Expert Workstation of Yunnan Province, Yunnan Provincial Engineering Research Centre of Cell Therapy and Quality Control System, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer HospitalKunmingYunnanChina
| | - Fengqiong Sun
- Department of Colorectal SurgeryThe Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer HospitalKunmingYunnanChina
| | - Jian Dong
- Key Laboratory of Cell Therapy Technology Transformation Medicine of Yunnan Province, the Han Weidong Expert Workstation of Yunnan Province, Yunnan Provincial Engineering Research Centre of Cell Therapy and Quality Control System, the Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer HospitalKunmingYunnanChina
| |
Collapse
|
2
|
Niemetz L, Bodmer BS, Olal C, Escudero-Pérez B, Hoehn K, Bencsik A, Vickers MA, Rodríguez E, Oestereich L, Hoenen T, Muñoz-Fontela C. Ebola Virus Infection of Flt3-Dependent, Conventional Dendritic Cells and Antigen Cross-presentation Leads to High Levels of T-Cell Activation. J Infect Dis 2025; 231:501-511. [PMID: 39320066 DOI: 10.1093/infdis/jiae441] [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: 05/14/2024] [Accepted: 09/06/2024] [Indexed: 09/26/2024] Open
Abstract
BACKGROUND Previous studies have described that Ebola virus (EBOV) infection of human monocyte-derived dendritic cells (moDCs) inhibits dendritic cell (DC) maturation, resulting in poor T-cell activation. However, it is unknown how other DC subsets distinct from moDCs respond to EBOV infection. METHODS To better understand how DCs initiate T-cell activation during EBOV infection, we assessed the response of conventional mouse DCs (cDCs) to EBOV infection utilizing a recombinant EBOV expressing the model antigen ovalbumin. RESULTS In contrast to moDCs, mouse cDC2s and cDC1s were poorly infected with EBOV but were highly activated. DCs were able to prime CD8 T cells via cross-presentation of antigens obtained from cell debris of EBOV-infected cells. EBOV infection further enhanced DC cross-presentation. CONCLUSIONS Our findings indicate that EBOV infection of cDCs results in activation rather than inhibition, leading to high levels of T-cell activation. With that we propose a mechanistic explanation for the excess T-cell activation observed in human Ebola virus disease.
Collapse
Affiliation(s)
- Linda Niemetz
- Bernhard Nocht Institute for Tropical Medicine, Hamburg
| | - Bianca S Bodmer
- Institute of Molecular Virology and Cell Biology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems
| | | | - Beatriz Escudero-Pérez
- Bernhard Nocht Institute for Tropical Medicine, Hamburg
- German Center for Infection Research, Partner site Hamburg-Borstel-Lübeck-Riems, Hamburg, Germany
| | | | | | | | | | - Lisa Oestereich
- Bernhard Nocht Institute for Tropical Medicine, Hamburg
- German Center for Infection Research, Partner site Hamburg-Borstel-Lübeck-Riems, Hamburg, Germany
| | - Thomas Hoenen
- Institute of Molecular Virology and Cell Biology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems
| | - César Muñoz-Fontela
- Bernhard Nocht Institute for Tropical Medicine, Hamburg
- German Center for Infection Research, Partner site Hamburg-Borstel-Lübeck-Riems, Hamburg, Germany
| |
Collapse
|
3
|
Stegeman SK, Kourko O, Amsden H, Pellizzari Delano IE, Mamatis JE, Roth M, Colpitts CC, Gee K. RNA Viruses, Toll-Like Receptors, and Cytokines: The Perfect Storm? J Innate Immun 2025; 17:126-153. [PMID: 39820070 PMCID: PMC11845175 DOI: 10.1159/000543608] [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: 07/26/2024] [Accepted: 01/13/2025] [Indexed: 01/19/2025] Open
Abstract
BACKGROUND The interactions between viruses and the host immune response are nuanced and intricate. The cytokine response arguably plays a central role in dictating the outcome of virus infection, balancing inflammation, and healing, which is crucial to resolving infection without destructive immunopathologies. SUMMARY Early innate immune responses are key to the generation of a beneficial or detrimental immune response. These initial responses are regulated by a plethora of surface bound, endosomal, and cytoplasmic innate immune receptors known as pattern recognition receptors. Of these, the Toll-like receptors (TLRs) play an important role in the induction of cytokines during virus infection. Recognizing pathogen-associated molecular patterns (PAMPs) such as viral proteins and/or nucleotide sequences, the TLRs act as sentinels for the initiation and propagation of immune responses. KEY MESSAGES TLRs are important receptors for initiating the innate response to single-stranded RNA (ssRNA) viruses like influenza A virus (IAV), severe acute respiratory syndrome coronavirus-1 (SARS-CoV-1), SARS-CoV-2, Middle East respiratory syndrome coronavirus, dengue virus, and Ebola virus. Infection with these viruses is also associated with aberrant expression of proinflammatory cytokines that contribute to a harmful cytokine storm response. Herein we discuss the connections between these ssRNA viruses, cytokine storm, and the roles of TLRs. BACKGROUND The interactions between viruses and the host immune response are nuanced and intricate. The cytokine response arguably plays a central role in dictating the outcome of virus infection, balancing inflammation, and healing, which is crucial to resolving infection without destructive immunopathologies. SUMMARY Early innate immune responses are key to the generation of a beneficial or detrimental immune response. These initial responses are regulated by a plethora of surface bound, endosomal, and cytoplasmic innate immune receptors known as pattern recognition receptors. Of these, the Toll-like receptors (TLRs) play an important role in the induction of cytokines during virus infection. Recognizing pathogen-associated molecular patterns (PAMPs) such as viral proteins and/or nucleotide sequences, the TLRs act as sentinels for the initiation and propagation of immune responses. KEY MESSAGES TLRs are important receptors for initiating the innate response to single-stranded RNA (ssRNA) viruses like influenza A virus (IAV), severe acute respiratory syndrome coronavirus-1 (SARS-CoV-1), SARS-CoV-2, Middle East respiratory syndrome coronavirus, dengue virus, and Ebola virus. Infection with these viruses is also associated with aberrant expression of proinflammatory cytokines that contribute to a harmful cytokine storm response. Herein we discuss the connections between these ssRNA viruses, cytokine storm, and the roles of TLRs.
Collapse
Affiliation(s)
- Sophia K Stegeman
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Olena Kourko
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Heather Amsden
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | | | - John E Mamatis
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Madison Roth
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Che C Colpitts
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Katrina Gee
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| |
Collapse
|
4
|
He X, Wen X, He PM, Liang D, Yang L, Ran Y, Zhang Z. Diminished Diversities and Clonally Expanded Sequences of T-Cell Receptors in Patients with Chronic Spontaneous Urticaria. Immunotargets Ther 2024; 13:661-671. [PMID: 39659518 PMCID: PMC11628316 DOI: 10.2147/itt.s481361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 11/15/2024] [Indexed: 12/12/2024] Open
Abstract
Objective Studies establish a link between autoimmune factors and chronic spontaneous urticaria (CSU). T cells are crucial in immune-mediated diseases like CSU, and T-cell receptor (TCR) diversity could be pivotal in autoimmune responses. The clinical relevance of TCR variations in CSU is unknown, but understanding them may offer insights into CSU's pathogenesis and treatment. Methods This cross-sectional study included 132 chronic urticaria (CU) patients versus 100 age-matched healthy donors (HD), with subgroup analyses on CU type, angioedema, allergic comorbidities, and anti-IgE therapy efficacy. Peripheral TCRβ repertoires were analyzed by high-throughput sequencing. Results CSU patients showed reduced TCR diversity (lower D50) and increased large clone proportions than HD. Moreover, TCR diversity in CSU patients was significantly lower than in those with Chronic Inducible Urticaria (ClndU). There were also differences in variable (V) and joining (J) gene usage between CU and HD groups as well as CSU and ClndU groups. However, in subgroup analyses regarding angioedema, allergic comorbidities, and the efficacy of anti-IgE treatment, no significant differences were found in TCR diversity or large TCRβ clones. Notably, patients with treatment relapse or poor response to anti-IgE therapy had a higher proportion of positively charged CDR3. Additionally, age affected TCR diversity, but TIgE value, EOS counts, CU duration, and UAS7 score did not associate significantly with D50. Conclusion CSU patients exhibit reduced TCR diversity and increased large clone proportions, indicating abnormal T cell activation. The TCR diversity differences and distinct V and J gene usage between CSU and ClndU may indicate different mechanisms in T lymphocyte-associated immune responses for these two subtypes of CU. The higher positive charge in CDR3 of relapsed or poorly responsive patients to anti-IGE treatment may indicate more antigen charge involvement. These findings provide new insights into the pathogenesis of CSU and potential future treatments.
Collapse
Affiliation(s)
- Xian He
- Department of Dermatovenereology, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- Department of Allergy, Chengdu First People’s Hospital, Chengdu, People’s Republic of China
| | - Xueping Wen
- Chengdu ExAb Biotechnology, LTD, Chengdu, People’s Republic of China
| | - Peng Ming He
- Chengdu ExAb Biotechnology, LTD, Chengdu, People’s Republic of China
| | - Dan Liang
- Department of Allergy, Chengdu First People’s Hospital, Chengdu, People’s Republic of China
| | - Lihong Yang
- Department of Allergy, Chengdu First People’s Hospital, Chengdu, People’s Republic of China
| | - Yuping Ran
- Department of Dermatovenereology, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Zhixin Zhang
- Chengdu ExAb Biotechnology, LTD, Chengdu, People’s Republic of China
| |
Collapse
|
5
|
Loeb K, Lemaille C, Frederick C, Wallace HL, Kindrachuk J. Harnessing high-throughput OMICS in emerging zoonotic virus preparedness and response activities. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167337. [PMID: 38986821 DOI: 10.1016/j.bbadis.2024.167337] [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: 05/06/2024] [Revised: 07/03/2024] [Accepted: 07/05/2024] [Indexed: 07/12/2024]
Abstract
Emerging and re-emerging viruses pose unpredictable and significant challenges to global health. Emerging zoonotic infectious diseases, which are transmitted between humans and non-human animals, have been estimated to be responsible for nearly two-thirds of emerging infectious disease events and emergence events attributed to these pathogens have been increasing in frequency with the potential for high global health and economic burdens. In this review we will focus on the application of highthroughput OMICS approaches to emerging zoonotic virus investigtations. We highlight the key contributions of transcriptome and proteome investigations to emerging zoonotic virus preparedness and response activities with a focus on SARS-CoV-2, avian influenza virus subtype H5N1, and Orthoebolavirus investigations.
Collapse
Affiliation(s)
- Kristi Loeb
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
| | - Candice Lemaille
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
| | - Christina Frederick
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
| | - Hannah L Wallace
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
| | - Jason Kindrachuk
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Manitoba Centre for Proteomics and Systems Biology, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Internal Medicine, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada.
| |
Collapse
|
6
|
Vecchio E, Rotundo S, Veneziano C, Abatino A, Aversa I, Gallo R, Giordano C, Serapide F, Fusco P, Viglietto G, Cuda G, Costanzo F, Russo A, Trecarichi EM, Torti C, Palmieri C. The spike-specific TCRβ repertoire shows distinct features in unvaccinated or vaccinated patients with SARS-CoV-2 infection. J Transl Med 2024; 22:33. [PMID: 38185632 PMCID: PMC10771664 DOI: 10.1186/s12967-024-04852-1] [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: 10/22/2023] [Accepted: 01/02/2024] [Indexed: 01/09/2024] Open
Abstract
BACKGROUND The evolving variants of SARS-CoV-2 may escape immunity from prior infections or vaccinations. It's vital to understand how immunity adapts to these changes. Both infection and mRNA vaccination induce T cells that target the Spike protein. These T cells can recognize multiple variants, such as Delta and Omicron, even if neutralizing antibodies are weakened. However, the degree of recognition can vary among people, affecting vaccine efficacy. Previous studies demonstrated the capability of T-cell receptor (TCR) repertoire analysis to identify conserved and immunodominant peptides with cross-reactive potential among variant of concerns. However, there is a need to extend the analysis of the TCR repertoire to different clinical scenarios. The aim of this study was to examine the Spike-specific TCR repertoire profiles in natural infections and those with combined natural and vaccine immunity. METHODS A T-cell enrichment approach and bioinformatic tools were used to investigate the Spike-specific TCRβ repertoire in peripheral blood mononuclear cells of previously vaccinated (n = 8) or unvaccinated (n = 6) COVID-19 patients. RESULTS Diversity and clonality of the TCRβ repertoire showed no significant differences between vaccinated and unvaccinated groups. When comparing the TCRβ data to public databases, 692 unique TCRβ sequences linked to S epitopes were found in the vaccinated group and 670 in the unvaccinated group. TCRβ clonotypes related to spike regions S135-177, S264-276, S319-350, and S448-472 appear notably more prevalent in the vaccinated group. In contrast, the S673-699 epitope, believed to have super antigenic properties, is observed more frequently in the unvaccinated group. In-silico analyses suggest that mutations in epitopes, relative to the main SARS-CoV-2 variants of concern, don't hinder their cross-reactive recognition by associated TCRβ clonotypes. CONCLUSIONS Our findings reveal distinct TCRβ signatures in vaccinated and unvaccinated individuals with COVID-19. These differences might be associated with disease severity and could influence clinical outcomes. TRIAL REGISTRATION FESR/FSE 2014-2020 DDRC n. 585, Action 10.5.12, noCOVID19@UMG.
Collapse
Affiliation(s)
- Eleonora Vecchio
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy
- Interdepartmental Centre of Services, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Salvatore Rotundo
- Department of Medical and Surgical Sciences, Chair of Infectious and Tropical Diseases, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Claudia Veneziano
- Interdepartmental Centre of Services, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Antonio Abatino
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy
| | - Ilenia Aversa
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy
| | - Raffaella Gallo
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy
| | - Caterina Giordano
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy
| | - Francesca Serapide
- Department of Medical and Surgical Sciences, Chair of Infectious and Tropical Diseases, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Paolo Fusco
- Department of Medical and Surgical Sciences, Chair of Infectious and Tropical Diseases, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Giuseppe Viglietto
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy
| | - Giovanni Cuda
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy
| | - Francesco Costanzo
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy
- Interdepartmental Centre of Services, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Alessandro Russo
- Department of Medical and Surgical Sciences, Chair of Infectious and Tropical Diseases, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Enrico Maria Trecarichi
- Department of Medical and Surgical Sciences, Chair of Infectious and Tropical Diseases, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Carlo Torti
- Department of Medical and Surgical Sciences, Chair of Infectious and Tropical Diseases, University "Magna Graecia", 88100, Catanzaro, Italy
| | - Camillo Palmieri
- Department of Experimental and Clinical Medicine, University "Magna Graecia", Viale Europa, 88100, Catanzaro, Italy.
| |
Collapse
|
7
|
Cao Y, Wang J, Hou W, Ding Y, Zhu Y, Zheng J, Huang Q, Cao Z, Xie R, Wei Q, Qin H. Colorectal cancer-associated T cell receptor repertoire abnormalities are linked to gut microbiome shifts and somatic cell mutations. Gut Microbes 2023; 15:2263934. [PMID: 37795995 PMCID: PMC10557533 DOI: 10.1080/19490976.2023.2263934] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 09/24/2023] [Indexed: 10/06/2023] Open
Abstract
As with many diseases, tumor formation in colorectal cancer (CRC) is multifactorial and involves immune, environmental factors and various genetics that contribute to disease development. Accumulating evidence suggests that the gut microbiome is linked to the occurrence and development of CRC, and these microorganisms are important for immune maturation. However, a systematic perspective integrating microbial profiling, T cell receptor (TCR) and somatic mutations in humans with CRC is lacking. Here, we report distinct features of the expressed TCRβ repertoires in the peripheral blood of and CRC patients (n = 107) and healthy donors (n = 30). CRC patients have elevated numbers of large TCRβ clones and they have very low TCR diversity. The metagenomic sequencing data showed that the relative abundance of Fusobacterium nucleatum (F. nucleatum), Escherichia coli and Dasheen mosaic virus were elevated consistently in CRC patients (n = 97) compared to HC individuals (n = 30). The abundance of Faecalibacterium prausnitzii and Roseburia intestinalis was reduced in CRC (n = 97) compared to HC (n = 30). The correlation between somatic mutations of target genes (16 genes, n = 79) and TCR clonality and microbial biomarkers in CRC had been investigated. Importantly, we constructed a random forest classifier (contains 15 features) based on microbiome and TCR repertoires, which can be used as a clinical detection method to screen patients for CRC. We also analysis of F. nucleatum-specific TCR repertoire characteristics. Collectively, our large-cohort multi-omics data aimed to identify novel biomarkers to inform clinical decision-making in the detection and diagnosis of CRC, which is of possible etiological and diagnostic significance.
Collapse
Affiliation(s)
- Yuan Cao
- Department of Pathology, Shanghai Tenth People’s Hospital Affiliated to Tongji University, Shanghai, China
| | - Jifeng Wang
- Department of Pathology, Shanghai Tenth People’s Hospital Affiliated to Tongji University, Shanghai, China
| | - Weiliang Hou
- Research Institute of Intestinal Diseases, Tongji University School of Medicine, Shanghai, China
| | - Yanqiang Ding
- Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK-Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yefei Zhu
- Research Institute of Intestinal Diseases, Tongji University School of Medicine, Shanghai, China
| | - Jiayi Zheng
- Department of Pathology, Shanghai Tenth People’s Hospital Affiliated to Tongji University, Shanghai, China
| | - Qiongyi Huang
- Department of Pathology, Shanghai Tenth People’s Hospital Affiliated to Tongji University, Shanghai, China
| | - Zhan Cao
- Shanghai Institution of Gut Microbiota Research and Engineering Development, Shanghai Tenth People’s Hospital Affiliated to Tongji University, Shanghai, China
| | - Ruting Xie
- Department of Pathology, Shanghai Tenth People’s Hospital Affiliated to Tongji University, Shanghai, China
| | - Qing Wei
- Department of Pathology, Shanghai Tenth People’s Hospital Affiliated to Tongji University, Shanghai, China
| | - Huanlong Qin
- Department of Gastrointestinal Surgery, Shanghai Tenth People’s Hospital Affiliated to Tongji University, Shanghai, China
| |
Collapse
|
8
|
Speranza E. Understanding virus-host interactions in tissues. Nat Microbiol 2023; 8:1397-1407. [PMID: 37488255 DOI: 10.1038/s41564-023-01434-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 06/20/2023] [Indexed: 07/26/2023]
Abstract
Although virus-host interactions are usually studied in a single cell type using in vitro assays in immortalized cell lines or isolated cell populations, it is important to remember that what is happening inside one infected cell does not translate to understanding how an infected cell behaves in a tissue, organ or whole organism. Infections occur in complex tissue environments, which contain a host of factors that can alter the course of the infection, including immune cells, non-immune cells and extracellular-matrix components. These factors affect how the host responds to the virus and form the basis of the protective response. To understand virus infection, tools are needed that can profile the tissue environment. This Review highlights methods to study virus-host interactions in the infection microenvironment.
Collapse
Affiliation(s)
- Emily Speranza
- Cleveland Clinic Lerner Research Institute, Port Saint Lucie, FL, USA.
| |
Collapse
|
9
|
Currenti J, Simmons J, Oakes J, Gaudieri S, Warren CM, Gangula R, Alves E, Ram R, Leary S, Armitage JD, Smith RM, Chopra A, Halasa NB, Pilkinton MA, Kalams SA. Tracking of activated cTfh cells following sequential influenza vaccinations reveals transcriptional profile of clonotypes driving a vaccine-induced immune response. Front Immunol 2023; 14:1133781. [PMID: 37063867 PMCID: PMC10095155 DOI: 10.3389/fimmu.2023.1133781] [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: 12/29/2022] [Accepted: 03/13/2023] [Indexed: 03/30/2023] Open
Abstract
Introduction A vaccine against influenza is available seasonally but is not 100% effective. A predictor of successful seroconversion in adults is an increase in activated circulating T follicular helper (cTfh) cells after vaccination. However, the impact of repeated annual vaccinations on long-term protection and seasonal vaccine efficacy remains unclear. Methods In this study, we examined the T cell receptor (TCR) repertoire and transcriptional profile of vaccine-induced expanded cTfh cells in individuals who received sequential seasonal influenza vaccines. We measured the magnitude of cTfh and plasmablast cell activation from day 0 (d0) to d7 post-vaccination as an indicator of a vaccine response. To assess TCR diversity and T cell expansion we sorted activated and resting cTfh cells at d0 and d7 post-vaccination and performed TCR sequencing. We also single cell sorted activated and resting cTfh cells for TCR analysis and transcriptome sequencing. Results and discussion The percent of activated cTfh cells significantly increased from d0 to d7 in each of the 2016-17 (p < 0.0001) and 2017-18 (p = 0.015) vaccine seasons with the magnitude of cTfh activation increase positively correlated with the frequency of circulating plasmablast cells in the 2016-17 (p = 0.0001) and 2017-18 (p = 0.003) seasons. At d7 post-vaccination, higher magnitudes of cTfh activation were associated with increased clonality of cTfh TCR repertoire. The TCRs from vaccine-expanded clonotypes were identified and tracked longitudinally with several TCRs found to be present in both years. The transcriptomic profile of these expanded cTfh cells at the single cell level demonstrated overrepresentation of transcripts of genes involved in the type-I interferon pathway, pathways involved in gene expression, and antigen presentation and recognition. These results identify the expansion and transcriptomic profile of vaccine-induced cTfh cells important for B cell help.
Collapse
Affiliation(s)
- Jennifer Currenti
- School of Human Sciences, University of Western Australia, Crawley, WA, Australia
| | - Joshua Simmons
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Jared Oakes
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Silvana Gaudieri
- School of Human Sciences, University of Western Australia, Crawley, WA, Australia
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, WA, Australia
| | - Christian M. Warren
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Rama Gangula
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Eric Alves
- School of Human Sciences, University of Western Australia, Crawley, WA, Australia
| | - Ramesh Ram
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, WA, Australia
| | - Shay Leary
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, WA, Australia
| | - Jesse D. Armitage
- Telethon Kids Institute, University of Western Australia, Nedlands, WA, Australia
| | - Rita M. Smith
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Abha Chopra
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, WA, Australia
| | - Natasha B. Halasa
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Mark A. Pilkinton
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Spyros A. Kalams
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, United States
| |
Collapse
|
10
|
Widerspick L, Steffen JF, Tappe D, Muñoz-Fontela C. Animal Model Alternatives in Filovirus and Bornavirus Research. Viruses 2023; 15:158. [PMID: 36680198 PMCID: PMC9863967 DOI: 10.3390/v15010158] [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: 12/06/2022] [Revised: 01/02/2023] [Accepted: 01/03/2023] [Indexed: 01/06/2023] Open
Abstract
The order Mononegavirales contains a variety of highly pathogenic viruses that may infect humans, including the families Filoviridae, Bornaviridae, Paramyxoviridae, and Rhabodoviridae. Animal models have historically been important to study virus pathogenicity and to develop medical countermeasures. As these have inherent shortcomings, the rise of microphysiological systems and organoids able to recapitulate hallmarks of the diseases caused by these viruses may have enormous potential to add to or partially replace animal modeling in the future. Indeed, microphysiological systems and organoids are already used in the pharmaceutical R&D pipeline because they are prefigured to overcome the translational gap between model systems and clinical studies. Moreover, they may serve to alleviate ethical concerns related to animal research. In this review, we discuss the value of animal model alternatives in human pathogenic filovirus and bornavirus research. The current animal models and their limitations are presented followed by an overview of existing alternatives, such as organoids and microphysiological systems, which might help answering open research questions.
Collapse
Affiliation(s)
- Lina Widerspick
- Bernhard-Nocht-Institute for Tropical Medicine, 20359 Hamburg, Germany
- German Center for Infection Research (DZIF), Partner Site Hamburg-Luebeck-Borstel-Riems, 38124 Braunschweig, Germany
| | | | - Dennis Tappe
- Bernhard-Nocht-Institute for Tropical Medicine, 20359 Hamburg, Germany
- National Reference Center for Tropical Pathogens, Bernhard-Nocht-Institute for Tropical Medicine, 20359 Hamburg, Germany
| | - César Muñoz-Fontela
- Bernhard-Nocht-Institute for Tropical Medicine, 20359 Hamburg, Germany
- German Center for Infection Research (DZIF), Partner Site Hamburg-Luebeck-Borstel-Riems, 38124 Braunschweig, Germany
| |
Collapse
|
11
|
Escudero-Pérez B, Lawrence P, Castillo-Olivares J. Immune correlates of protection for SARS-CoV-2, Ebola and Nipah virus infection. Front Immunol 2023; 14:1156758. [PMID: 37153606 PMCID: PMC10158532 DOI: 10.3389/fimmu.2023.1156758] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 03/20/2023] [Indexed: 05/09/2023] Open
Abstract
Correlates of protection (CoP) are biological parameters that predict a certain level of protection against an infectious disease. Well-established correlates of protection facilitate the development and licensing of vaccines by assessing protective efficacy without the need to expose clinical trial participants to the infectious agent against which the vaccine aims to protect. Despite the fact that viruses have many features in common, correlates of protection can vary considerably amongst the same virus family and even amongst a same virus depending on the infection phase that is under consideration. Moreover, the complex interplay between the various immune cell populations that interact during infection and the high degree of genetic variation of certain pathogens, renders the identification of immune correlates of protection difficult. Some emerging and re-emerging viruses of high consequence for public health such as SARS-CoV-2, Nipah virus (NiV) and Ebola virus (EBOV) are especially challenging with regards to the identification of CoP since these pathogens have been shown to dysregulate the immune response during infection. Whereas, virus neutralising antibodies and polyfunctional T-cell responses have been shown to correlate with certain levels of protection against SARS-CoV-2, EBOV and NiV, other effector mechanisms of immunity play important roles in shaping the immune response against these pathogens, which in turn might serve as alternative correlates of protection. This review describes the different components of the adaptive and innate immune system that are activated during SARS-CoV-2, EBOV and NiV infections and that may contribute to protection and virus clearance. Overall, we highlight the immune signatures that are associated with protection against these pathogens in humans and could be used as CoP.
Collapse
Affiliation(s)
- Beatriz Escudero-Pérez
- WHO Collaborating Centre for Arbovirus and Haemorrhagic Fever Reference and Research, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
- German Center for Infection Research (DZIF), Partner Site Hamburg-Luebeck-Borstel-Reims, Braunschweig, Germany
- *Correspondence: Beatriz Escudero-Pérez, ; Javier Castillo-Olivares,
| | - Philip Lawrence
- CONFLUENCE: Sciences et Humanités (EA 1598), Université Catholique de Lyon (UCLy), Lyon, France
| | - Javier Castillo-Olivares
- Laboratory of Viral Zoonotics, University of Cambridge, Cambridge, United Kingdom
- *Correspondence: Beatriz Escudero-Pérez, ; Javier Castillo-Olivares,
| |
Collapse
|
12
|
Cable J, Fauci A, Dowling WE, Günther S, Bente DA, Yadav PD, Madoff LC, Wang L, Arora RK, Van Kerkhove M, Chu MC, Jaenisch T, Epstein JH, Frost SDW, Bausch DG, Hensley LE, Bergeron É, Sitaras I, Gunn MD, Geisbert TW, Muñoz‐Fontela C, Krammer F, de Wit E, Nordenfelt P, Saphire EO, Gilbert SC, Corbett KS, Branco LM, Baize S, van Doremalen N, Krieger MA, Clemens SAC, Hesselink R, Hartman D. Lessons from the pandemic: Responding to emerging zoonotic viral diseases-a Keystone Symposia report. Ann N Y Acad Sci 2022; 1518:209-225. [PMID: 36183296 PMCID: PMC9538336 DOI: 10.1111/nyas.14898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The COVID-19 pandemic caught the world largely unprepared, including scientific and policy communities. On April 10-13, 2022, researchers across academia, industry, government, and nonprofit organizations met at the Keystone symposium "Lessons from the Pandemic: Responding to Emerging Zoonotic Viral Diseases" to discuss the successes and challenges of the COVID-19 pandemic and what lessons can be applied moving forward. Speakers focused on experiences not only from the COVID-19 pandemic but also from outbreaks of other pathogens, including the Ebola virus, Lassa virus, and Nipah virus. A general consensus was that investments made during the COVID-19 pandemic in infrastructure, collaborations, laboratory and manufacturing capacity, diagnostics, clinical trial networks, and regulatory enhancements-notably, in low-to-middle income countries-must be maintained and strengthened to enable quick, concerted responses to future threats, especially to zoonotic pathogens.
Collapse
Affiliation(s)
| | - Anthony Fauci
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases (NIAID)National Institutes of Health (NIH)BethesdaMarylandUSA
| | | | - Stephan Günther
- Bernhard Nocht Institute for Tropical Medicine and German Center for Infection ResearchHamburgGermany
| | - Dennis A. Bente
- University of Texas Medical BranchGalveston National LaboratoryGalvestonTexasUSA
- Division of Biology and Biological EngineeringCalifornia Institute of TechnologyPasadenaCaliforniaUSA
| | - Pragya Dhruv Yadav
- Indian Council of Medical Research‐National Institute of VirologyPuneIndia
| | - Lawrence C. Madoff
- Department of MedicineUniversity of Massachusetts Chan School of MedicineWorcesterMassachusettsUSA
| | | | - Rahul K. Arora
- Department of Community Health SciencesUniversity of CalgaryCalgaryAlbertaCanada
- Institute of Biomedical EngineeringUniversity of OxfordOxfordUK
| | | | - May C. Chu
- Colorado School of Public HealthAnschutz Medical CampusAuroraColoradoUSA
| | - Thomas Jaenisch
- Colorado School of Public HealthAnschutz Medical CampusAuroraColoradoUSA
| | | | | | | | - Lisa E. Hensley
- Partnership for Research on Vaccines and Infectious Diseases in Liberia (PREVAIL)MonroviaLiberia
- Division of Clinical ResearchNational Institute of Allergy and Infectious DiseasesBethesdaMarylandUSA
| | - Éric Bergeron
- Viral Special Pathogens Branch, Division of High‐Consequence Pathogens and PathologyCenters for Disease Control and PreventionAtlantaGeorgiaUSA
| | - Ioannis Sitaras
- W. Harry Feinstone Department of Molecular Microbiology and ImmunologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Michael D. Gunn
- Department of MedicineDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Thomas W. Geisbert
- University of ManitobaWinnipegManitobaCanada
- Galveston National Laboratory and Department of Microbiology and ImmunologyUniversity of Texas Medical BranchGalvestonTexasUSA
| | - César Muñoz‐Fontela
- Bernhard Nocht Institute for Tropical Medicine and German Center for Infection ResearchHamburgGermany
| | - Florian Krammer
- Department of Microbiology and Department of PathologyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Emmie de Wit
- Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious DiseasesNational Institutes of HealthHamiltonMontanaUSA
| | - Pontus Nordenfelt
- Department of Clinical Sciences Lund, Infection Medicine, Faculty of MedicineLund UniversityLundSweden
| | - Erica Ollmann Saphire
- Center for Infectious Disease and Vaccine ResearchLa Jolla Institute for ImmunologyLa JollaCaliforniaUSA
| | - Sarah C. Gilbert
- Pandemic Sciences Institute, Nuffield Department of MedicineUniversity of OxfordOxfordUK
| | - Kizzmekia S. Corbett
- Department of Immunology and Infectious DiseasesHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | | | - Sylvain Baize
- Unité de Biologie des Infections Virales EmergentesInstitut PasteurLyonFrance
- Centre International de Recherche en Infectiologie (CIRI)LyonFrance
- INSERM, Ecole Normale Supérieure de LyonUniversité de LyonLyonFrance
| | - Neeltje van Doremalen
- Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious DiseasesNational Institutes of HealthHamiltonMontanaUSA
| | - Marco A. Krieger
- Laboratory for Applied Science and Technology in Health, Carlos Chagas InstituteOswaldo Cruz Foundation ‐ ParanáCuritibaBrazil
- Integrated Translational Program in Chagas Disease from Fiocruz (Fio‐Chagas)Oswaldo Cruz Foundation ‐ Rio de JaneiroRio de JaneiroBrazil
| | - Sue Ann Costa Clemens
- Oxford Vaccine GroupOxford UniversityOxfordUK
- Institute for Global HealthUniversity of SienaSienaItaly
| | - Renske Hesselink
- Coalition for Epidemic Preparedness Innovations (CEPI)OsloNorway
| | - Dan Hartman
- Bill & Melinda Gates FoundationSeattleWashingtonUSA
| |
Collapse
|
13
|
Flórez-Álvarez L, de Souza EE, Botosso VF, de Oliveira DBL, Ho PL, Taborda CP, Palmisano G, Capurro ML, Pinho JRR, Ferreira HL, Minoprio P, Arruda E, de Souza Ferreira LC, Wrenger C, Durigon EL. Hemorrhagic fever viruses: Pathogenesis, therapeutics, and emerging and re-emerging potential. Front Microbiol 2022; 13:1040093. [PMID: 36386719 PMCID: PMC9640979 DOI: 10.3389/fmicb.2022.1040093] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 10/06/2022] [Indexed: 01/29/2023] Open
Abstract
Hemorrhagic fever viruses (HFVs) pose a threat to global public health owing to the emergence and re-emergence of highly fatal diseases. Viral hemorrhagic fevers (VHFs) caused by these viruses are mostly characterized by an acute febrile syndrome with coagulation abnormalities and generalized hemorrhage that may lead to life-threatening organ dysfunction. Currently, the events underlying the viral pathogenicity associated with multiple organ dysfunction syndrome still underexplored. In this minireview, we address the current knowledge of the mechanisms underlying VHFs pathogenesis and discuss the available development of preventive and therapeutic options to treat these infections. Furthermore, we discuss the potential of HFVs to cause worldwide emergencies along with factors that favor their spread beyond their original niches.
Collapse
Affiliation(s)
| | | | | | | | - Paulo Lee Ho
- Virology Laboratory, Butantan Institute, São Paulo, Brazil
| | | | - Giuseppe Palmisano
- Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | | | - João Renato Rebello Pinho
- Albert Einstein Institute for Teaching and Research (IIEP), Hospital Israelita Albert Einstein, São Paulo, Brazil,Hospital das Clínicas da Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Helena Lage Ferreira
- Faculty of Animal Science and Food Engineering, University of São Paulo, São Paulo, Brazil
| | | | - Eurico Arruda
- Faculty of Medicine of Ribeirão Preto, University of São Paulo, São Paulo, Brazil
| | - Luís Carlos de Souza Ferreira
- Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil,Scientific Platform Pasteur-USP, São Paulo, Brazil
| | - Carsten Wrenger
- Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil,*Correspondence: Carsten Wrenger, ; Edison Luiz Durigon,
| | - Edison Luiz Durigon
- Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil,Scientific Platform Pasteur-USP, São Paulo, Brazil,*Correspondence: Carsten Wrenger, ; Edison Luiz Durigon,
| |
Collapse
|
14
|
Zhuo Y, Yang X, Shuai P, Yang L, Wen X, Zhong X, Yang S, Xu S, Liu Y, Zhang Z. Evaluation and comparison of adaptive immunity through analyzing the diversities and clonalities of T-cell receptor repertoires in the peripheral blood. Front Immunol 2022; 13:916430. [PMID: 36159829 PMCID: PMC9493076 DOI: 10.3389/fimmu.2022.916430] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 07/26/2022] [Indexed: 11/17/2022] Open
Abstract
The adaptive immune system plays an important role in defending against different kinds of diseases, including infection and cancer. There has been a longtime need for a simple method to quantitatively evaluate the potency of adaptive immunity in our bodies. The tremendously diversified T-cell receptor (TCR) repertoires are the foundation of the adaptive immune system. In this study, we analyzed the expressed TCRβ repertoires in the peripheral blood of 582 healthy donors and 60 cancer patients. The TCR repertoire in each individual is different, with different usages of TCR Vβ and Jβ genes. Importantly, the TCR diversity and clonality change along with age and disease situation. Most elder individuals and cancer patients have elevated numbers of large TCRβ clones and reduced numbers of shared common clones, and thus, they have very low TCR diversity index (D50) values. These results reveal the alteration of the expressed TCRβ repertoire with aging and oncogenesis, and thus, we hypothesize that the TCR diversity and clonality in the peripheral blood might be used to evaluate and compare the adaptive immunities among different individuals in clinical practice.
Collapse
Affiliation(s)
- Yue Zhuo
- Department of Health Management & Institute of Health Management, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Xin Yang
- Department of Health Management & Institute of Health Management, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Ping Shuai
- Department of Health Management & Institute of Health Management, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Liangliang Yang
- Department of Health Management & Institute of Health Management, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Xueping Wen
- Department of Technology, Chengdu ExAb Biotechnology, LTD, Chengdu, China
| | - Xuemei Zhong
- Department of Technology, Chengdu ExAb Biotechnology, LTD, Chengdu, China
| | - Shihan Yang
- Department of Technology, Chengdu ExAb Biotechnology, LTD, Chengdu, China
| | - Shaoxian Xu
- Department of Health Management & Institute of Health Management, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Yuping Liu
- Department of Health Management & Institute of Health Management, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- *Correspondence: Zhixin Zhang, ; Yuping Liu,
| | - Zhixin Zhang
- Department of Health Management & Institute of Health Management, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
- *Correspondence: Zhixin Zhang, ; Yuping Liu,
| |
Collapse
|
15
|
Maroney KJ, Pinski AN, Marzi A, Messaoudi I. Transcriptional Analysis of Infection With Early or Late Isolates From the 2013-2016 West Africa Ebola Virus Epidemic Does Not Suggest Attenuated Pathogenicity as a Result of Genetic Variation. Front Microbiol 2021; 12:714817. [PMID: 34484156 PMCID: PMC8415004 DOI: 10.3389/fmicb.2021.714817] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 07/06/2021] [Indexed: 11/13/2022] Open
Abstract
The 2013-2016 West Africa Ebola virus (EBOV) epidemic caused by the EBOV-Makona isolate is the largest and longest recorded to date. It incurred over 28,000 infections and ∼11,000 deaths. Early in this epidemic, several mutations in viral glycoprotein (A82V), nucleoprotein (R111C), and polymerase L (D759G) emerged and stabilized. In vitro studies of these new EBOV-Makona isolates showed enhanced fitness and viral replication capacity. However, in vivo studies in mice and rhesus macaques did not provide any evidence of enhanced viral fitness or shedding. Infection with late isolates carrying or early isolates lacking (early) these mutations resulted in uniformly lethal disease in nonhuman primates (NHPs), albeit with slightly delayed kinetics with late isolates. The recent report of a possible reemergence of EBOV from a persistent infection in a survivor of the epidemic highlights the urgency for understanding the impact of genetic variation on EBOV pathogenesis. However, potential molecular differences in host responses remain unknown. To address this gap in knowledge, we conducted the first comparative analysis of the host responses to lethal infection with EBOV-Mayinga and EBOV-Makona isolates using bivariate, longitudinal, regression, and discrimination transcriptomic analyses. Our analysis shows a conserved core of differentially expressed genes (DEGs) involved in antiviral defense, immune cell activation, and inflammatory processes in response to EBOV-Makona and EBOV-Mayinga infections. Additionally, EBOV-Makona and EBOV-Mayinga infections could be discriminated based on the expression pattern of a small subset of genes. Transcriptional responses to EBOV-Makona isolates that emerged later during the epidemic, specifically those from Mali and Liberia, lacked signatures of profound lymphopenia and excessive inflammation seen following infection with EBOV-Mayinga and early EBOV-Makona isolate C07. Overall, these findings provide novel insight into the mechanisms underlying the lower case fatality rate (CFR) observed with EBOV-Makona compared to EBOV-Mayinga.
Collapse
Affiliation(s)
- Kevin J Maroney
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
| | - Amanda N Pinski
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
| | - Andrea Marzi
- Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, NIH, Rocky Mountain Laboratories, Hamilton, MT, United States
| | - Ilhem Messaoudi
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States.,Center for Virus Research, University of California, Irvine, Irvine, CA, United States.,Institute for Immunology, University of California, Irvine, Irvine, CA, United States
| |
Collapse
|
16
|
Pinski AN, Maroney KJ, Marzi A, Messaoudi I. Distinct transcriptional responses to fatal Ebola virus infection in cynomolgus and rhesus macaques suggest species-specific immune responses. Emerg Microbes Infect 2021; 10:1320-1330. [PMID: 34112056 PMCID: PMC8253202 DOI: 10.1080/22221751.2021.1942229] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Ebola virus (EBOV) is a negative single-stranded RNA virus within the Filoviridae family and the causative agent of Ebola virus disease (EVD). Nonhuman primates (NHPs), including cynomolgus and rhesus macaques, are considered the gold standard animal model to interrogate mechanisms of EBOV pathogenesis. However, despite significant genetic similarity (>90%), NHP species display different clinical presentation following EBOV infection, notably a ∼1-2 days delay in disease progression. Consequently, evaluation of therapeutics is generally conducted in rhesus macaques, whereas cynomolgus macaques are utilized to determine efficacy of preventative treatments, notably vaccines. This observation is in line with reported differences in disease severity and host responses between these two NHP following infection with simian varicella virus, influenza A and SARS-CoV-2. However, the molecular underpinnings of these differential outcomes following viral infections remain poorly defined. In this study, we compared published transcriptional profiles obtained from cynomolgus and rhesus macaques infected with the EBOV-Makona Guinea C07 using bivariate and regression analyses to elucidate differences in host responses. We report the presence of a shared core of differentially expressed genes (DEGs) reflecting EVD pathology, including aberrant inflammation, lymphopenia, and coagulopathy. However, the magnitudes of change differed between the two macaque species. These findings suggest that the differential clinical presentation of EVD in these two species is mediated by altered transcriptional responses.
Collapse
Affiliation(s)
- Amanda N Pinski
- Department of Molecular Biology and Biochemistry, University of California Irvine, Irvine CA, USA
| | - Kevin J Maroney
- Department of Molecular Biology and Biochemistry, University of California Irvine, Irvine CA, USA
| | - Andrea Marzi
- Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, NIH, Rocky Mountain Laboratories, Hamilton, MT, USA
| | - Ilhem Messaoudi
- Department of Molecular Biology and Biochemistry, University of California Irvine, Irvine CA, USA.,Center for Virus Research, University of California Irvine, Irvine, CA, USA.,Institute for Immunology, University of California Irvine, Irvine, CA, USA
| |
Collapse
|
17
|
Reynard S, Gloaguen E, Baillet N, Madelain V, Guedj J, Raoul H, de Lamballerie X, Mullaert J, Baize S. Early control of viral load by favipiravir promotes survival to Ebola virus challenge and prevents cytokine storm in non-human primates. PLoS Negl Trop Dis 2021; 15:e0009300. [PMID: 33780452 PMCID: PMC8031739 DOI: 10.1371/journal.pntd.0009300] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 04/08/2021] [Accepted: 03/09/2021] [Indexed: 12/02/2022] Open
Abstract
Ebola virus has been responsible for two major epidemics over the last several years and there has been a strong effort to find potential treatments that can improve the disease outcome. Antiviral favipiravir was thus tested on non-human primates infected with Ebola virus. Half of the treated animals survived the Ebola virus challenge, whereas the infection was fully lethal for the untreated ones. Moreover, the treated animals that did not survive died later than the controls. We evaluated the hematological, virological, biochemical, and immunological parameters of the animals and performed proteomic analysis at various timepoints of the disease. The viral load strongly correlated with dysregulation of the biological functions involved in pathogenesis, notably the inflammatory response, hemostatic functions, and response to stress. Thus, the management of viral replication in Ebola virus disease is of crucial importance in preventing the immunopathogenic disorders and septic-like shock syndrome generally observed in Ebola virus-infected patients. Ebola virus was responsible for several epidemics in the recent years and is now considered as a major public health concern in Central and West African countries. We and others demonstrated that pathogenic events observed during Ebola virus disease are linked to a deleterious immune response. However, the mechanisms implicated are not fully understood. Here, we studied immune responses depending on the viral loads observed in infected cynomolgus monkeys. An antiviral treatment allowed the reduction of viral load in some animals and we observed that these animals did not experience deleterious immune response and the loss of hemostasis. The release of pathogen-associated molecular patterns may thus be limited by the inhibition of viral replication, avoiding the overstimulation of the immune system and consequently the pathogenic events observed in Ebola virus disease.
Collapse
Affiliation(s)
- Stéphanie Reynard
- Unité de Biologie des Infections Virales Emergentes, Institut Pasteur, Lyon, France
- CIRI, Centre International de Recherche en Infectiologie, Univ Lyon, Inserm, U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
| | | | - Nicolas Baillet
- Unité de Biologie des Infections Virales Emergentes, Institut Pasteur, Lyon, France
- CIRI, Centre International de Recherche en Infectiologie, Univ Lyon, Inserm, U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
| | | | | | - Hervé Raoul
- Laboratoire P4 Jean Mérieux–INSERM, INSERM US003, Lyon, France
| | - Xavier de Lamballerie
- Unité des Virus Émergents (UVE Aix-Marseille Université-IRD 190-Inserm 1207-IHU Méditerranée Infection), Marseille, France
| | | | - Sylvain Baize
- Unité de Biologie des Infections Virales Emergentes, Institut Pasteur, Lyon, France
- CIRI, Centre International de Recherche en Infectiologie, Univ Lyon, Inserm, U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- * E-mail:
| |
Collapse
|
18
|
Transcriptional Analysis of Lymphoid Tissues from Infected Nonhuman Primates Reveals the Basis for Attenuation and Immunogenicity of an Ebola Virus Encoding a Mutant VP35 Protein. J Virol 2021; 95:JVI.01995-20. [PMID: 33408171 DOI: 10.1128/jvi.01995-20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 12/16/2020] [Indexed: 12/14/2022] Open
Abstract
Infection with Zaire ebolavirus (EBOV), a member of the Filoviridae family, causes a disease characterized by high levels of viremia, aberrant inflammation, coagulopathy, and lymphopenia. EBOV initially replicates in lymphoid tissues and disseminates via dendritic cells (DCs) and monocytes to liver, spleen, adrenal gland, and other secondary organs. EBOV protein VP35 is a critical immune evasion factor that inhibits type I interferon signaling and DC maturation. Nonhuman primates (NHPs) immunized with a high dose (5 × 105 PFU) of recombinant EBOV containing a mutated VP35 (VP35m) are protected from challenge with wild-type EBOV (wtEBOV). This protection is accompanied by a transcriptional response in the peripheral blood reflecting a regulated innate immune response and a robust induction of adaptive immune genes. However, the host transcriptional response to VP35m in lymphoid tissues has not been evaluated. Therefore, we conducted a transcriptional analysis of axillary and inguinal lymph nodes and spleen tissues of NHPs infected with a low dose (2 × 104 PFU) of VP35m and then back-challenged with a lethal dose of wtEBOV. VP35m induced early transcriptional responses in lymphoid tissues that are distinct from those observed in wtEBOV challenge. Specifically, we detected robust antiviral innate and adaptive responses and fewer transcriptional changes in genes with roles in angiogenesis, apoptosis, and inflammation. Two of three macaques survived wtEBOV back-challenge, with only the nonsurvivor displaying a transcriptional response reflecting Ebola virus disease. These data suggest that VP35 is a key modulator of early host responses in lymphoid tissues, thereby regulating disease progression and severity following EBOV challenge.IMPORTANCE Zaire Ebola virus (EBOV) infection causes a severe and often fatal disease characterized by inflammation, coagulation defects, and organ failure driven by a defective host immune response. Lymphoid tissues are key sites of EBOV pathogenesis and the generation of an effective immune response to infection. A recent study demonstrated that infection with an EBOV encoding a mutant VP35, a viral protein that antagonizes host immunity, can protect nonhuman primates (NHPs) against lethal EBOV challenge. However, no studies have examined the response to this mutant EBOV in lymphoid tissues. Here, we characterize gene expression in lymphoid tissues from NHPs challenged with the mutant EBOV and subsequently with wild-type EBOV to identify signatures of a protective host response. Our findings are critical for elucidating viral pathogenesis, mechanisms of host antagonism, and the role of lymphoid organs in protective responses to EBOV to improve the development of antivirals and vaccines against EBOV.
Collapse
|
19
|
Longet S, Mellors J, Carroll MW, Tipton T. Ebolavirus: Comparison of Survivor Immunology and Animal Models in the Search for a Correlate of Protection. Front Immunol 2021; 11:599568. [PMID: 33679690 PMCID: PMC7935512 DOI: 10.3389/fimmu.2020.599568] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 12/29/2020] [Indexed: 01/21/2023] Open
Abstract
Ebola viruses are enveloped, single-stranded RNA viruses belonging to the Filoviridae family and can cause Ebola virus disease (EVD), a serious haemorrhagic illness with up to 90% mortality. The disease was first detected in Zaire (currently the Democratic Republic of Congo) in 1976. Since its discovery, Ebola virus has caused sporadic outbreaks in Africa and was responsible for the largest 2013-2016 EVD epidemic in West Africa, which resulted in more than 28,600 cases and over 11,300 deaths. This epidemic strengthened international scientific efforts to contain the virus and develop therapeutics and vaccines. Immunology studies in animal models and survivors, as well as clinical trials have been crucial to understand Ebola virus pathogenesis and host immune responses, which has supported vaccine development. This review discusses the major findings that have emerged from animal models, studies in survivors and vaccine clinical trials and explains how these investigations have helped in the search for a correlate of protection.
Collapse
Affiliation(s)
- Stephanie Longet
- Public Health England, National Infection Service, Salisbury, United Kingdom
| | - Jack Mellors
- Public Health England, National Infection Service, Salisbury, United Kingdom
| | - Miles W. Carroll
- Public Health England, National Infection Service, Salisbury, United Kingdom
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Tom Tipton
- Public Health England, National Infection Service, Salisbury, United Kingdom
| |
Collapse
|
20
|
Bosworth A, Rickett NY, Dong X, Ng LFP, García-Dorival I, Matthews DA, Fletcher T, Jacobs M, Thomson EC, Carroll MW, Hiscox JA. Analysis of an Ebola virus disease survivor whose host and viral markers were predictive of death indicates the effectiveness of medical countermeasures and supportive care. Genome Med 2021; 13:5. [PMID: 33430949 PMCID: PMC7798020 DOI: 10.1186/s13073-020-00811-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 11/12/2020] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Ebola virus disease (EVD) is an often-fatal infection where the effectiveness of medical countermeasures is uncertain. During the West African outbreak (2013-2016), several patients were treated with different types of anti-viral therapies including monoclonal antibody-based cocktails that had the potential to neutralise Ebola virus (EBOV). However, at the time, the efficacy of these therapies was uncertain. Given the scale of the outbreak, several clinical phenotypes came to the forefront including the ability of the same virus to cause recrudescence in the same patient-perhaps through persisting in immune privileged sites. Several key questions remained including establishing if monoclonal antibody therapy was effective in humans with severe EVD, whether virus escape mutants were selected during treatment, and what is the potential mechanism(s) of persistence. This was made possible through longitudinal samples taken from a UK patient with EVD. METHODS Several different sample types, plasma and cerebrospinal fluid, were collected and sequenced using Illumina-based RNAseq. Sequence reads were mapped both to EBOV and the human genome and differential gene expression analysis used to identify changes in the abundance of gene transcripts as infection progressed. Digital Cell Quantitation analysis was used to predict the immune phenotype in samples derived from blood. RESULTS The findings were compared to equivalent data from West African patients. The study found that both virus and host markers were predictive of a fatal outcome. This suggested that the extensive supportive care, and most likely the application of the medical countermeasure ZMab (a monoclonal antibody cocktail), contributed to survival of the UK patient. The switch from progression to a 'fatal' outcome to a 'survival' outcome could be seen in both the viral and host markers. The UK patient also suffered a recrudescence infection 10 months after the initial infection. Analysis of the sequencing data indicated that the virus entered a period of reduced or minimal replication, rather than other potential mechanisms of persistence-such as defective interfering genomes. CONCLUSIONS The data showed that comprehensive supportive care and the application of medical countermeasures are worth pursuing despite an initial unfavourable prognosis.
Collapse
Affiliation(s)
- Andrew Bosworth
- Public Health England, Manor Farm Road, Porton Down, Salisbury, UK
- Clinical Virology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Health Protection Research Unit in Emerging and Zoonotic Infections, National Institute for Health Research, Liverpool, UK
| | - Natasha Y Rickett
- Health Protection Research Unit in Emerging and Zoonotic Infections, National Institute for Health Research, Liverpool, UK
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Xiaofeng Dong
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Lisa F P Ng
- Health Protection Research Unit in Emerging and Zoonotic Infections, National Institute for Health Research, Liverpool, UK
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- Infectious Disease Horizontal Technology Centre (ID HTC), A*STAR, Singapore, Singapore
| | - Isabel García-Dorival
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - David A Matthews
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Tom Fletcher
- Health Protection Research Unit in Emerging and Zoonotic Infections, National Institute for Health Research, Liverpool, UK
- Liverpool School of Tropical Medicine, Liverpool, UK
| | - Michael Jacobs
- Department of Infection, Royal Free London NHS Foundation Trust, London, UK
| | - Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK.
| | - Miles W Carroll
- Public Health England, Manor Farm Road, Porton Down, Salisbury, UK.
- Health Protection Research Unit in Emerging and Zoonotic Infections, National Institute for Health Research, Liverpool, UK.
- Nufield Department of Medicine, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK.
| | - Julian A Hiscox
- Health Protection Research Unit in Emerging and Zoonotic Infections, National Institute for Health Research, Liverpool, UK.
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK.
- Infectious Disease Horizontal Technology Centre (ID HTC), A*STAR, Singapore, Singapore.
| |
Collapse
|
21
|
Jain S, Khaiboullina SF, Baranwal M. Immunological Perspective for Ebola Virus Infection and Various Treatment Measures Taken to Fight the Disease. Pathogens 2020; 9:E850. [PMID: 33080902 PMCID: PMC7603231 DOI: 10.3390/pathogens9100850] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 10/07/2020] [Accepted: 10/16/2020] [Indexed: 12/19/2022] Open
Abstract
Ebolaviruses, discovered in 1976, belongs to the Filoviridae family, which also includes Marburg and Lloviu viruses. They are negative-stranded RNA viruses with six known species identified to date. Ebola virus (EBOV) is a member of Zaire ebolavirus species and can cause the Ebola virus disease (EVD), an emerging zoonotic disease that results in homeostatic imbalance and multi-organ failure. There are three EBOV outbreaks documented in the last six years resulting in significant morbidity (> 32,000 cases) and mortality (> 13,500 deaths). The potential factors contributing to the high infectivity of this virus include multiple entry mechanisms, susceptibility of the host cells, employment of multiple immune evasion mechanisms and rapid person-to-person transmission. EBOV infection leads to cytokine storm, disseminated intravascular coagulation, host T cell apoptosis as well as cell mediated and humoral immune response. In this review, a concise recap of cell types targeted by EBOV and EVD symptoms followed by detailed run-through of host innate and adaptive immune responses, virus-driven regulation and their combined effects contributing to the disease pathogenesis has been presented. At last, the vaccine and drug development initiatives as well as challenges related to the management of infection have been discussed.
Collapse
Affiliation(s)
- Sahil Jain
- Department of Biotechnology, Thapar Institute of Engineering & Technology, Patiala 147004, Punjab, India;
| | - Svetlana F. Khaiboullina
- Department of Microbiology and Immunology, University of Nevada, Reno, NV 89557, USA
- Institute of Fundamental Medicine and Biology, Kazan Federal University, 420008 Kazan, Tatarstan, Russia
| | - Manoj Baranwal
- Department of Biotechnology, Thapar Institute of Engineering & Technology, Patiala 147004, Punjab, India;
| |
Collapse
|
22
|
Dong X, Munoz-Basagoiti J, Rickett NY, Pollakis G, Paxton WA, Günther S, Kerber R, Ng LFP, Elmore MJ, Magassouba N, Carroll MW, Matthews DA, Hiscox JA. Variation around the dominant viral genome sequence contributes to viral load and outcome in patients with Ebola virus disease. Genome Biol 2020; 21:238. [PMID: 32894206 PMCID: PMC7475720 DOI: 10.1186/s13059-020-02148-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 08/17/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Viral load is a major contributor to outcome in patients with Ebola virus disease (EVD), with high values leading to a fatal outcome. Evidence from the 2013-2016 Ebola virus (EBOV) outbreak indicated that different genotypes of the virus can have different phenotypes in patients. Additionally, due to the error-prone nature of viral RNA synthesis in an individual patient, the EBOV genome exists around a dominant viral genome sequence. The minor variants within a patient may contribute to the overall phenotype in terms of viral protein function. To investigate the effects of these minor variants, blood samples from patients with acute EVD were deeply sequenced. RESULTS We examine the minor variant frequency between patients with acute EVD who survived infection with those who died. Non-synonymous differences in viral proteins were identified that have implications for viral protein function. The greatest frequency of substitution was identified at three codon sites in the L gene-which encodes the viral RNA-dependent RNA polymerase (RdRp). Recapitulating this in an assay for virus replication, these substitutions result in aberrant viral RNA synthesis and correlate with patient outcome. CONCLUSIONS Together, these findings support the notion that in patients who survived EVD, in some cases, the genetic variability of the virus resulted in deleterious mutations that affected viral protein function, leading to reduced viral load. Such mutations may also lead to persistent strains of the virus and be associated with recrudescent infections.
Collapse
Affiliation(s)
- Xiaofeng Dong
- Institute for Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
| | - Jordana Munoz-Basagoiti
- Institute for Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
| | - Natasha Y. Rickett
- Institute for Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
| | - Georgios Pollakis
- Institute for Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
| | - William A. Paxton
- Institute for Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
| | - Stephan Günther
- Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| | - Romy Kerber
- Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| | - Lisa F. P. Ng
- Institute for Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
- Singapore Immunology Network, A*STAR, Singapore, Singapore
| | | | - N’faly Magassouba
- Laboratoire des fièvres hémorragiques en Guinée, Université Gamal Abdel Nasser de Conakry, Conakry, Guinea
| | - Miles W. Carroll
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
- Public Health England, Salisbury, UK
| | - David A. Matthews
- School of Cellular and Molecular Medicine, University of Bristol, Singapore, Singapore
| | - Julian A. Hiscox
- Institute for Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, UK
- Singapore Immunology Network, A*STAR, Singapore, Singapore
| |
Collapse
|
23
|
Schultheiß C, Paschold L, Simnica D, Mohme M, Willscher E, von Wenserski L, Scholz R, Wieters I, Dahlke C, Tolosa E, Sedding DG, Ciesek S, Addo M, Binder M. Next-Generation Sequencing of T and B Cell Receptor Repertoires from COVID-19 Patients Showed Signatures Associated with Severity of Disease. Immunity 2020; 53:442-455.e4. [PMID: 32668194 PMCID: PMC7324317 DOI: 10.1016/j.immuni.2020.06.024] [Citation(s) in RCA: 250] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 06/19/2020] [Accepted: 06/26/2020] [Indexed: 02/06/2023]
Abstract
We profiled adaptive immunity in COVID-19 patients with active infection or after recovery and created a repository of currently >14 million B and T cell receptor (BCR and TCR) sequences from the blood of these patients. The B cell response showed converging IGHV3-driven BCR clusters closely associated with SARS-CoV-2 antibodies. Clonality and skewing of TCR repertoires were associated with interferon type I and III responses, early CD4+ and CD8+ T cell activation, and counterregulation by the co-receptors BTLA, Tim-3, PD-1, TIGIT, and CD73. Tfh, Th17-like, and nonconventional (but not classical antiviral) Th1 cell polarizations were induced. SARS-CoV-2-specific T cell responses were driven by TCR clusters shared between patients with a characteristic trajectory of clonotypes and traceability over the disease course. Our data provide fundamental insight into adaptive immunity to SARS-CoV-2 with the actively updated repository providing a resource for the scientific community urgently needed to inform therapeutic concepts and vaccine development.
Collapse
Affiliation(s)
- Christoph Schultheiß
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Lisa Paschold
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Donjete Simnica
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Malte Mohme
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Edith Willscher
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Lisa von Wenserski
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Rebekka Scholz
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Imke Wieters
- Infectious Diseases, Department of Internal Medicine II, University Hospital Frankfurt, 60596 Frankfurt am Main, Germany
| | - Christine Dahlke
- First Department of Medicine, Division of Infectious Diseases, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany; Department for Clinical Immunology of Infectious Diseases, Bernhard Nocht Institute for Tropical Medicine, 20359 Hamburg, Germany
| | - Eva Tolosa
- Department of Immunology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Daniel G Sedding
- Mid-German Heart Center, Department of Cardiology and Intensive Care Medicine, University Hospital, Martin Luther University Halle-Wittenberg, 06120 Halle (Saale), Germany
| | - Sandra Ciesek
- Institute of Medical Virology, University Hospital, Goethe University Frankfurt, 60596 Frankfurt am Main, Germany; Fraunhofer Institute for Molecular Biology and Applied Ecology (IME), Branch Translational Medicine und Pharmacology, 60596 Frankfurt am Main, Germany; German Center for Infection Research (DZIF), External partner site Frankfurt, 60596 Frankfurt am Main, Germany
| | - Marylyn Addo
- First Department of Medicine, Division of Infectious Diseases, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany; Department for Clinical Immunology of Infectious Diseases, Bernhard Nocht Institute for Tropical Medicine, 20359 Hamburg, Germany
| | - Mascha Binder
- Department of Internal Medicine IV, Oncology/Hematology, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany.
| |
Collapse
|
24
|
McElroy AK, Akondy RS, Mcllwain DR, Chen H, Bjornson-Hooper Z, Mukherjee N, Mehta AK, Nolan G, Nichol ST, Spiropoulou CF. Immunologic timeline of Ebola virus disease and recovery in humans. JCI Insight 2020; 5:137260. [PMID: 32434986 PMCID: PMC7259516 DOI: 10.1172/jci.insight.137260] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 04/22/2020] [Indexed: 12/13/2022] Open
Abstract
A complete understanding of human immune responses to Ebola virus infection is limited by the availability of specimens and the requirement for biosafety level 4 (BSL-4) containment. In an effort to bridge this gap, we evaluated cryopreserved PBMCs from 4 patients who survived Ebola virus disease (EVD) using an established mass cytometry antibody panel to characterize various cell populations during both the acute and convalescent phases. Acute loss of nonclassical monocytes and myeloid DCs, especially CD1c+ DCs, was noted. Classical monocyte proliferation and CD38 upregulation on plasmacytoid DCs coincided with declining viral load. Unsupervised analysis of cell abundance demonstrated acute declines in monocytic, NK, and T cell populations, but some populations, many of myeloid origin, increased in abundance during the acute phase, suggesting emergency hematopoiesis. Despite cell losses during the acute phase, upregulation of Ki-67 correlated with recovery of cell populations over time. These data provide insights into the human immune response during EVD.
Collapse
Affiliation(s)
- Anita K McElroy
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
- Division of Pediatric Infectious Diseases and Center for Vaccine Research, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Rama S Akondy
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, USA
| | - David R Mcllwain
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Han Chen
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Zach Bjornson-Hooper
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Nilanjan Mukherjee
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Aneesh K Mehta
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Garry Nolan
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Stuart T Nichol
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Christina F Spiropoulou
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| |
Collapse
|
25
|
Immune correlates of postexposure vaccine protection against Marburg virus. Sci Rep 2020; 10:3071. [PMID: 32080323 PMCID: PMC7033120 DOI: 10.1038/s41598-020-59976-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 01/28/2020] [Indexed: 12/19/2022] Open
Abstract
Postexposure immunization can prevent disease and reduce transmission following pathogen exposure. The rapid immunostimulatory properties of recombinant vesicular stomatitis virus (rVSV)-based vaccines make them suitable postexposure treatments against the filoviruses Ebola virus and Marburg virus (MARV); however, the mechanisms that drive this protection are undefined. Previously, we reported 60–75% survival of rhesus macaques treated with rVSV vectors expressing MARV glycoprotein (GP) 20–30 minutes after a low dose exposure to the most pathogenic variant of MARV, Angola. Survival in this model was linked to production of GP-specific antibodies and lower viral load. To confirm these results and potentially identify novel correlates of postexposure protection, we performed a similar experiment, but analyzed plasma cytokine levels, frequencies of immune cell subsets, and the transcriptional response to infection in peripheral blood. In surviving macaques (80–89%), we observed induction of genes mapping to antiviral and interferon-related pathways early after treatment and a higher percentage of T helper 1 (Th1) and NK cells. In contrast, the response of non-surviving macaques was characterized by hypercytokinemia; a T helper 2 signature; recruitment of low HLA-DR expressing monocytes and regulatory T-cells; and transcription of immune checkpoint (e.g., PD-1, LAG3) genes. These results suggest dysregulated immunoregulation is associated with poor prognosis, whereas early innate signaling and Th1-skewed immunity are important for survival.
Collapse
|
26
|
Younan P, Santos RI, Ramanathan P, Iampietro M, Nishida A, Dutta M, Ammosova T, Meyer M, Katze MG, Popov VL, Nekhai S, Bukreyev A. Ebola virus-mediated T-lymphocyte depletion is the result of an abortive infection. PLoS Pathog 2019; 15:e1008068. [PMID: 31648236 PMCID: PMC6812753 DOI: 10.1371/journal.ppat.1008068] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 09/03/2019] [Indexed: 12/21/2022] Open
Abstract
Ebola virus (EBOV) infections are characterized by a pronounced lymphopenia that is highly correlative with fatalities. However, the mechanisms leading to T-cell depletion remain largely unknown. Here, we demonstrate that both viral mRNAs and antigens are detectable in CD4+ T cells despite the absence of productive infection. A protein phosphatase 1 inhibitor, 1E7-03, and siRNA-mediated suppression of viral antigens were used to demonstrate de novo synthesis of viral RNAs and antigens in CD4+ T cells, respectively. Cell-to-cell fusion of permissive Huh7 cells with non-permissive Jurkat T cells impaired productive EBOV infection suggesting the presence of a cellular restriction factor. We determined that viral transcription is partially impaired in the fusion T cells. Lastly, we demonstrate that exposure of T cells to EBOV resulted in autophagy through activation of ER-stress related pathways. These data indicate that exposure of T cells to EBOV results in an abortive infection, which likely contributes to the lymphopenia observed during EBOV infections.
Collapse
Affiliation(s)
- Patrick Younan
- Department of Pathology, the University of Texas Medical Branch, Galveston, Texas, United States of America
- Galveston National Laboratory, the University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Rodrigo I. Santos
- Department of Pathology, the University of Texas Medical Branch, Galveston, Texas, United States of America
- Galveston National Laboratory, the University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Palaniappan Ramanathan
- Department of Pathology, the University of Texas Medical Branch, Galveston, Texas, United States of America
- Galveston National Laboratory, the University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Mathieu Iampietro
- Department of Pathology, the University of Texas Medical Branch, Galveston, Texas, United States of America
- Galveston National Laboratory, the University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Andrew Nishida
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Mukta Dutta
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Tatiana Ammosova
- Department of Medicine, Howard University, Washington, D.C., United States of America
| | - Michelle Meyer
- Department of Pathology, the University of Texas Medical Branch, Galveston, Texas, United States of America
- Galveston National Laboratory, the University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Michael G. Katze
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
- National Primate Research Center, Seattle, Washington, United States of America
| | - Vsevolod L. Popov
- Department of Pathology, the University of Texas Medical Branch, Galveston, Texas, United States of America
- Galveston National Laboratory, the University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Sergei Nekhai
- Department of Medicine, Howard University, Washington, D.C., United States of America
| | - Alexander Bukreyev
- Department of Pathology, the University of Texas Medical Branch, Galveston, Texas, United States of America
- Galveston National Laboratory, the University of Texas Medical Branch, Galveston, Texas, United States of America
- Department Microbiology & Immunology, the University of Texas Medical Branch, Galveston, Texas, United States of America
| |
Collapse
|
27
|
Perdomo-Celis F, Salvato MS, Medina-Moreno S, Zapata JC. T-Cell Response to Viral Hemorrhagic Fevers. Vaccines (Basel) 2019; 7:E11. [PMID: 30678246 PMCID: PMC6466054 DOI: 10.3390/vaccines7010011] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 01/15/2019] [Accepted: 01/19/2019] [Indexed: 12/22/2022] Open
Abstract
Viral hemorrhagic fevers (VHF) are a group of clinically similar diseases that can be caused by enveloped RNA viruses primarily from the families Arenaviridae, Filoviridae, Hantaviridae, and Flaviviridae. Clinically, this group of diseases has in common fever, fatigue, dizziness, muscle aches, and other associated symptoms that can progress to vascular leakage, bleeding and multi-organ failure. Most of these viruses are zoonotic causing asymptomatic infections in the primary host, but in human beings, the infection can be lethal. Clinical and experimental evidence suggest that the T-cell response is needed for protection against VHF, but can also cause damage to the host, and play an important role in disease pathogenesis. Here, we present a review of the T-cell immune responses to VHF and insights into the possible ways to improve counter-measures for these viral agents.
Collapse
Affiliation(s)
- Federico Perdomo-Celis
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia, Medellín, 050010, Colombia.
- Institute of Human Virology, School of Medicine, University of Maryland, Baltimore, MD 21201, USA.
| | - Maria S Salvato
- Institute of Human Virology, School of Medicine, University of Maryland, Baltimore, MD 21201, USA.
| | - Sandra Medina-Moreno
- Institute of Human Virology, School of Medicine, University of Maryland, Baltimore, MD 21201, USA.
| | - Juan C Zapata
- Institute of Human Virology, School of Medicine, University of Maryland, Baltimore, MD 21201, USA.
| |
Collapse
|