1
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Yao F, Zhang R, Lin Q, Xu H, Li W, Ou M, Huang Y, Li G, Xu Y, Song J, Zhang G. Plasma immune profiling combined with machine learning contributes to diagnosis and prognosis of active pulmonary tuberculosis. Emerg Microbes Infect 2024; 13:2370399. [PMID: 38888093 PMCID: PMC11225635 DOI: 10.1080/22221751.2024.2370399] [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: 02/02/2024] [Accepted: 06/16/2024] [Indexed: 06/20/2024]
Abstract
Tuberculosis (TB) remains one of the deadliest chronic infectious diseases globally. Early diagnosis not only prevents the spread of TB but also ensures effective treatment. However, the absence of non-sputum-based diagnostic tests often leads to delayed TB diagnoses. Inflammation is a hallmark of TB, we aimed to identify biomarkers associated with TB based on immune profiling. We collected 222 plasma samples from healthy controls (HCs), disease controls (non-TB pneumonia; PN), patients with TB (TB), and cured TB cases (RxTB). A high-throughput protein detection technology, multiplex proximity extension assays (PEA), was applied to measure the levels of 92 immune proteins. Based on differential analysis and the correlation with TB severity, we selected 9 biomarkers (CXCL9, PDL1, CDCP1, CCL28, CCL23, CCL19, MMP1, IFNγ and TRANCE) and explored their diagnostic capabilities through 7 machine learning methods. We identified combination of these 9 biomarkers that distinguish TB cases from controls with an area under the receiver operating characteristic curve (AUROC) of 0.89-0.99, with a sensitivity of 82-93% at a specificity of 88-92%. Moreover, the model excels in distinguishing severe TB cases, achieving AUROC exceeding 0.95, sensitivities and specificities exceeding 93.3%. In summary, utilizing targeted proteomics and machine learning, we identified a 9 plasma proteins signature that demonstrates significant potential for accurate TB diagnosis and clinical outcome prediction.
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Affiliation(s)
- Fusheng Yao
- National Clinical Research Center for Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, People’s Republic of China
| | - Ruiqi Zhang
- National Clinical Research Center for Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, People’s Republic of China
| | - Qiao Lin
- The Baoan People's Hospital of Shenzhen, The Second Affiliated Hospital of Shenzhen University, Shenzhen, People’s Republic of China
| | - Hui Xu
- National Clinical Research Center for Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, People’s Republic of China
| | - Wei Li
- Zhuhai ICXIVD Biotechnology Co., Ltd, iCarbonX, Zhuhai, People’s Republic of China
| | - Min Ou
- National Clinical Research Center for Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, People’s Republic of China
| | - Yiting Huang
- Zhuhai ICXIVD Biotechnology Co., Ltd, iCarbonX, Zhuhai, People’s Republic of China
| | - Guobao Li
- National Clinical Research Center for Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, People’s Republic of China
| | - Yuzhong Xu
- The Baoan People's Hospital of Shenzhen, The Second Affiliated Hospital of Shenzhen University, Shenzhen, People’s Republic of China
| | - Jiaping Song
- Zhuhai ICXIVD Biotechnology Co., Ltd, iCarbonX, Zhuhai, People’s Republic of China
| | - Guoliang Zhang
- National Clinical Research Center for Infectious Diseases, Shenzhen Third People's Hospital, Southern University of Science and Technology, Shenzhen, People’s Republic of China
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2
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Wang Y, Ren X, Li T, Su D, Zhang R. Crystal structure and function analysis of 6-phosphogluconate dehydrogenase in Mycobacterium tuberculosis. Biochem Biophys Res Commun 2024; 731:150390. [PMID: 39024980 DOI: 10.1016/j.bbrc.2024.150390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 07/10/2024] [Indexed: 07/20/2024]
Abstract
6-phosphogluconate dehydrogenase (6PGDH) is an essential enzyme in energy metabolism and redox reactions, and represents a potential drug target for the development of therapies targeting trypanosomes, plasmodium, or other pathogens. Tuberculosis, caused by Mycobacterium tuberculosis, is a contagious disease that severely affects human health, with approximately one-third of the world's population infected. However, the protein structure, exact oligomeric state, and catalytic mechanism of 6PGDH in Mycobacterium tuberculosis (Mt6PGDH) have remained largely unknown. In this study, we successfully purified and determined the structure of Mt6PGDH, revealing its function as a tetramer in both solution and crystal states. Through structural comparisons, we clarified the tetramer formation mechanism and the oligomeric organization of short-chain 6PGDHs. Additionally, we identified key residues for coenzyme recognition and catalytic activity. This work not only deepens our understanding of the enzymatic function of Mt6PGDH but also lays a foundation for the development of drugs targeting this enzyme.
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Affiliation(s)
- Yingzhi Wang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, 610041, PR China; State Key Laboratory of Biotherapy and Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Xiaoqian Ren
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, 610041, PR China; State Key Laboratory of Biotherapy and Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Tao Li
- Cancer Biotherapy Center & Cancer Research Institute, Peking University Cancer Hospital Yunnan, Yunnan Cancer Hospital, The Third Affiliated Hospital of Kunming Medical University, Kunming, 650100, PR China
| | - Dan Su
- State Key Laboratory of Biotherapy and Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Rundong Zhang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, 610041, PR China; State Key Laboratory of Biotherapy and Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China.
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3
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Zeng Y, Ma Q, Chen J, Kong X, Chen Z, Liu H, Liu L, Qian Y, Wang X, Lu S. Single-cell sequencing: Current applications in various tuberculosis specimen types. Cell Prolif 2024:e13698. [PMID: 38956399 DOI: 10.1111/cpr.13698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 05/21/2024] [Accepted: 06/07/2024] [Indexed: 07/04/2024] Open
Abstract
Tuberculosis (TB) is a chronic disease caused by Mycobacterium tuberculosis (M.tb) and responsible for millions of deaths worldwide each year. It has a complex pathogenesis that primarily affects the lungs but can also impact systemic organs. In recent years, single-cell sequencing technology has been utilized to characterize the composition and proportion of immune cell subpopulations associated with the pathogenesis of TB disease since it has a high resolution that surpasses conventional techniques. This paper reviews the current use of single-cell sequencing technologies in TB research and their application in analysing specimens from various sources of TB, primarily peripheral blood and lung specimens. The focus is on how these technologies can reveal dynamic changes in immune cell subpopulations, genes and proteins during disease progression after M.tb infection. Based on the current findings, single-cell sequencing has significant potential clinical value in the field of TB research. Next, we will focus on the real-world applications of the potential targets identified through single-cell sequencing for diagnostics, therapeutics and the development of effective vaccines.
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Affiliation(s)
- Yuqin Zeng
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Quan Ma
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Jinyun Chen
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Xingxing Kong
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Zhanpeng Chen
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Huazhen Liu
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Lanlan Liu
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Yan Qian
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Xiaomin Wang
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
| | - Shuihua Lu
- National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province, China
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4
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Li C, Wang J, Xu JF, Pi J, Zheng B. Roles of HIF-1α signaling in Mycobacterium tuberculosis infection: New targets for anti-TB therapeutics? Biochem Biophys Res Commun 2024; 711:149920. [PMID: 38615574 DOI: 10.1016/j.bbrc.2024.149920] [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: 02/15/2024] [Revised: 03/29/2024] [Accepted: 04/08/2024] [Indexed: 04/16/2024]
Abstract
Tuberculosis (TB), a deadly infectious disease induced by Mycobacterium tuberculosis (Mtb), continues to be a global public health issue that kill millions of patents every year. Despite significant efforts have been paid to identify effective TB treatments, the emergence of drug-resistant strains of the disease and the presence of comorbidities in TB patients urges us to explore the detailed mechanisms involved in TB immunity and develop more effective innovative anti-TB strategies. HIF-1α, a protein involved in regulating cellular immune responses during TB infection, has been highlighted as a promising target for the development of novel strategies for TB treatment due to its critical roles in anti-TB host immunity. This review provides a summary of current research progress on the roles of HIF-1α in TB infection, highlighting its importance in regulating the host immune response upon Mtb infection and summarizing the influences and mechanisms of HIF-1α on anti-TB immunological responses of host cells. This review also discusses the various challenges associated with developing HIF-1α as a target for anti-TB therapies, including ensuring specificity and avoiding off-target effects on normal cell function, determining the regulation and expression of HIF-1α in TB patients, and developing drugs that can inhibit HIF-1α. More deep understanding of the molecular mechanisms involved in HIF-1α signaling, its impact on TB host status, and systematic animal testing and clinical trials may benefit the optimization of HIF-1α as a novel therapeutic target for TB.
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Affiliation(s)
- Chaowei Li
- Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, Guangdong, China
| | - Jiajun Wang
- Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, Guangdong, China
| | - Jun-Fa Xu
- Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, Guangdong, China.
| | - Jiang Pi
- Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, Guangdong, China.
| | - Biying Zheng
- Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, Guangdong, China.
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5
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Wen Z, Wang L, Ma H, Li L, Wan L, Shi L, Li H, Chen H, Hao W, Song S, Xue Q, Wei Y, Li F, Xu J, Zhang S, Wong KW, Song Y. Integrated single-cell transcriptome and T cell receptor profiling reveals defects of T cell exhaustion in pulmonary tuberculosis. J Infect 2024; 88:106158. [PMID: 38642678 DOI: 10.1016/j.jinf.2024.106158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 04/07/2024] [Accepted: 04/12/2024] [Indexed: 04/22/2024]
Abstract
Tuberculosis-affected lungs with chronic inflammation harbor abundant immunosuppressive immune cells but the nature of such inflammation is unclear. Dysfunction in T cell exhaustion, while implicated in chronic inflammatory diseases, remains unexplored in tuberculosis. Given that immunotherapy targeting exhaustion checkpoints exacerbates tuberculosis, we speculate that T cell exhaustion is dysfunctional in tuberculosis. Using integrated single-cell RNA sequencing and T cell receptor profiling we reported defects in exhaustion responses within inflamed tuberculosis-affected lungs. Tuberculosis lungs demonstrated significantly reduced levels of exhausted CD8+ T cells and exhibited diminished expression of exhaustion-related transcripts among clonally expanded CD4+ and CD8+ T cells. Additionally, clonal expansion of CD4+ and CD8+ T cells bearing T cell receptors specific for CMV was observed. Expanded CD8+ T cells expressed the cytolytic marker GZMK. Hence, inflamed tuberculosis-affected lungs displayed dysfunction in T cell exhaustion. Our findings likely hold implications for understanding the reactivation of tuberculosis observed in patients undergoing immunotherapy targeting the exhaustion checkpoint.
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Affiliation(s)
- Zilu Wen
- Department of Scientific Research, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Lin Wang
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Hui Ma
- Department of Scientific Research, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Leilei Li
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Laiyi Wan
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Lei Shi
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Hongwei Li
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Hui Chen
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Wentao Hao
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Shu Song
- Department of Pathology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Qinghua Xue
- Department of Scientific Research, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Yutong Wei
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Feng Li
- Department of Respiratory Diseases, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Jianqing Xu
- Department of Scientific Research, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Shulin Zhang
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Ka-Wing Wong
- Department of Scientific Research, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
| | - Yanzheng Song
- Department of Thoracic Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
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6
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Paterson RL, La Manna MP, Arena De Souza V, Walker A, Gibbs-Howe D, Kulkarni R, Fergusson JR, Mulakkal NC, Monteiro M, Bunjobpol W, Dembek M, Martin-Urdiroz M, Grant T, Barber C, Garay-Baquero DJ, Tezera LB, Lowne D, Britton-Rivet C, Pengelly R, Chepisiuk N, Singh PK, Woon AP, Powlesland AS, McCully ML, Caccamo N, Salio M, Badami GD, Dorrell L, Knox A, Robinson R, Elkington P, Dieli F, Lepore M, Leonard S, Godinho LF. An HLA-E-targeted TCR bispecific molecule redirects T cell immunity against Mycobacterium tuberculosis. Proc Natl Acad Sci U S A 2024; 121:e2318003121. [PMID: 38691588 PMCID: PMC11087797 DOI: 10.1073/pnas.2318003121] [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: 10/25/2023] [Accepted: 03/08/2024] [Indexed: 05/03/2024] Open
Abstract
Peptides presented by HLA-E, a molecule with very limited polymorphism, represent attractive targets for T cell receptor (TCR)-based immunotherapies to circumvent the limitations imposed by the high polymorphism of classical HLA genes in the human population. Here, we describe a TCR-based bispecific molecule that potently and selectively binds HLA-E in complex with a peptide encoded by the inhA gene of Mycobacterium tuberculosis (Mtb), the causative agent of tuberculosis in humans. We reveal the biophysical and structural bases underpinning the potency and specificity of this molecule and demonstrate its ability to redirect polyclonal T cells to target HLA-E-expressing cells transduced with mycobacterial inhA as well as primary cells infected with virulent Mtb. Additionally, we demonstrate elimination of Mtb-infected cells and reduction of intracellular Mtb growth. Our study suggests an approach to enhance host T cell immunity against Mtb and provides proof of principle for an innovative TCR-based therapeutic strategy overcoming HLA polymorphism and therefore applicable to a broader patient population.
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Affiliation(s)
| | - Marco P. La Manna
- Department of Biomedicine, Neurosciences and Advanced Diagnostic, University of Palermo, Palermo90127, Italy
- Central Laboratory of Advanced Diagnosis and Biomedical Research, Azienda Ospedaliera Universitaria Policlinico Paolo Giaccone, University of Palermo, Palermo90127, Italy
| | | | - Andrew Walker
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Dawn Gibbs-Howe
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Rakesh Kulkarni
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | | | | | - Mauro Monteiro
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | | | - Marcin Dembek
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | | | - Tressan Grant
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Claire Barber
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Diana J. Garay-Baquero
- National Institute for Health and Care Research, Biomedical Research Centre and Institute for Life Sciences, Faculty of Medicine, University of Southampton, SouthamptonSO16 6YD, United Kingdom
| | - Liku Bekele Tezera
- Department of Biomedicine, Neurosciences and Advanced Diagnostic, University of Palermo, Palermo90127, Italy
| | - David Lowne
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | | | - Robert Pengelly
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | | | | | - Amanda P. Woon
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | | | | | - Nadia Caccamo
- Department of Biomedicine, Neurosciences and Advanced Diagnostic, University of Palermo, Palermo90127, Italy
- Central Laboratory of Advanced Diagnosis and Biomedical Research, Azienda Ospedaliera Universitaria Policlinico Paolo Giaccone, University of Palermo, Palermo90127, Italy
| | - Mariolina Salio
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Giusto Davide Badami
- Department of Biomedicine, Neurosciences and Advanced Diagnostic, University of Palermo, Palermo90127, Italy
- Central Laboratory of Advanced Diagnosis and Biomedical Research, Azienda Ospedaliera Universitaria Policlinico Paolo Giaccone, University of Palermo, Palermo90127, Italy
| | - Lucy Dorrell
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Andrew Knox
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Ross Robinson
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Paul Elkington
- National Institute for Health and Care Research, Biomedical Research Centre and Institute for Life Sciences, Faculty of Medicine, University of Southampton, SouthamptonSO16 6YD, United Kingdom
| | - Francesco Dieli
- Department of Biomedicine, Neurosciences and Advanced Diagnostic, University of Palermo, Palermo90127, Italy
- Central Laboratory of Advanced Diagnosis and Biomedical Research, Azienda Ospedaliera Universitaria Policlinico Paolo Giaccone, University of Palermo, Palermo90127, Italy
| | - Marco Lepore
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Sarah Leonard
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
| | - Luis F. Godinho
- Immunocore Ltd., Abingdon, OxfordshireOX14 4RY, United Kingdom
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7
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Le Mouëllic W, Poquet Y, Neyrolles O. Dual-action compounds unleash a one-two punch against tuberculosis. Cell Chem Biol 2024; 31:627-629. [PMID: 38640900 DOI: 10.1016/j.chembiol.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 03/14/2024] [Accepted: 03/18/2024] [Indexed: 04/21/2024]
Abstract
In this issue of Cell Chemical Biology, Gries et al.1 employ an innovative screening approach to identify anti-tuberculosis compounds with dual modes of action: anti-virulence against the type VII secretion system ESX-1 and enhanced ethionamide efficacy. These compounds hold promise for developing multi-target tuberculosis drugs with potential clinical applications.
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Affiliation(s)
- Wendy Le Mouëllic
- Institut de Pharmacologie et de Biologie Structurale (IPBS), Université de Toulouse, CNRS, UPS, Toulouse, France
| | - Yannick Poquet
- Institut de Pharmacologie et de Biologie Structurale (IPBS), Université de Toulouse, CNRS, UPS, Toulouse, France
| | - Olivier Neyrolles
- Institut de Pharmacologie et de Biologie Structurale (IPBS), Université de Toulouse, CNRS, UPS, Toulouse, France.
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8
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Datta M, Via LE, Dartois V, Weiner DM, Zimmerman M, Kaya F, Walker AM, Fleegle JD, Raplee ID, McNinch C, Zarodniuk M, Kamoun WS, Yue C, Kumar AS, Subudhi S, Xu L, Barry CE, Jain RK. Normalizing granuloma vasculature and matrix improves drug delivery and reduces bacterial burden in tuberculosis-infected rabbits. Proc Natl Acad Sci U S A 2024; 121:e2321336121. [PMID: 38530888 PMCID: PMC10998582 DOI: 10.1073/pnas.2321336121] [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: 12/04/2023] [Accepted: 02/28/2024] [Indexed: 03/28/2024] Open
Abstract
Host-directed therapies (HDTs) represent an emerging approach for bacterial clearance during tuberculosis (TB) infection. While most HDTs are designed and implemented for immuno-modulation, other host targets-such as nonimmune stromal components found in pulmonary granulomas-may prove equally viable. Building on our previous work characterizing and normalizing the aberrant granuloma-associated vasculature, here we demonstrate that FDA-approved therapies (bevacizumab and losartan, respectively) can be repurposed as HDTs to normalize blood vessels and extracellular matrix (ECM), improve drug delivery, and reduce bacterial loads in TB granulomas. Granulomas feature an overabundance of ECM and compressed blood vessels, both of which are effectively reduced by losartan treatment in the rabbit model of TB. Combining both HDTs promotes secretion of proinflammatory cytokines and improves anti-TB drug delivery. Finally, alone and in combination with second-line antitubercular agents (moxifloxacin or bedaquiline), these HDTs significantly reduce bacterial burden. RNA sequencing analysis of HDT-treated lung and granuloma tissues implicates up-regulated antimicrobial peptide and proinflammatory gene expression by ciliated epithelial airway cells as a putative mechanism of the observed antitubercular benefits in the absence of chemotherapy. These findings demonstrate that bevacizumab and losartan are well-tolerated stroma-targeting HDTs, normalize the granuloma microenvironment, and improve TB outcomes, providing the rationale to clinically test this combination in TB patients.
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Affiliation(s)
- Meenal Datta
- Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN46556
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Laura E. Via
- Tuberculosis Research Section, Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Disease, NIH, Bethesda, MD20892
| | - Véronique Dartois
- Center for Discovery and Innovation, Hackensack Meridian Health, Nutley, NJ07110
- Hackensack Meridian School of Medicine, Hackensack Meridian Health, Nutley, NJ07110
| | - Danielle M. Weiner
- Tuberculosis Research Section, Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Disease, NIH, Bethesda, MD20892
| | - Matthew Zimmerman
- Center for Discovery and Innovation, Hackensack Meridian Health, Nutley, NJ07110
| | - Firat Kaya
- Center for Discovery and Innovation, Hackensack Meridian Health, Nutley, NJ07110
| | - April M. Walker
- Tuberculosis Imaging Program, Division of Intramural Research, National Institute of Allergy and Infectious Disease, NIH, Bethesda, MD20892
| | - Joel D. Fleegle
- Tuberculosis Imaging Program, Division of Intramural Research, National Institute of Allergy and Infectious Disease, NIH, Bethesda, MD20892
| | - Isaac D. Raplee
- Bioinformatics and Computational Bioscience Branch, Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD20892
| | - Colton McNinch
- Bioinformatics and Computational Bioscience Branch, Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD20892
| | - Maksym Zarodniuk
- Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN46556
| | - Walid S. Kamoun
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Changli Yue
- Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN46556
| | - Ashwin S. Kumar
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Sonu Subudhi
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Lei Xu
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
| | - Clifton E. Barry
- Tuberculosis Research Section, Laboratory of Clinical Immunology and Microbiology, Division of Intramural Research, National Institute of Allergy and Infectious Disease, NIH, Bethesda, MD20892
| | - Rakesh K. Jain
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA02114
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9
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A spotlight on the tuberculosis epidemic in South Africa. Nat Commun 2024; 15:1290. [PMID: 38346962 PMCID: PMC10861440 DOI: 10.1038/s41467-024-45491-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024] Open
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10
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Schurr E, Dallmann-Sauer M, Fava V, Malherbe S, McDonald C, Orlova M, Kroon E, Cobat A, Boisson-Dupuis S, Hoal E, Abel L, Möller M, Casanova JL, Walzl G, du Plessis N. Mycobacterium tuberculosis resisters despite HIV exhibit activated T cells and macrophages in their pulmonary alveoli. RESEARCH SQUARE 2024:rs.3.rs-3889020. [PMID: 38352496 PMCID: PMC10863035 DOI: 10.21203/rs.3.rs-3889020/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/22/2024]
Abstract
To understand natural resistance to Mycobacterium tuberculosis ( Mtb ) infection, we studied people living with HIV (PLWH) in an area of high Mtb transmission. Given that alveolar leukocytes may contribute to this resistance, we performed single cell RNA-sequencing of bronchoalveolar lavage cells, unstimulated or ex vivo stimulated with Mtb . We obtained high quality cells for 7 participants who were TST & IGRA positive (called LTBI) and 6 who were persistently TST & IGRA negative (called resisters). Alveolar macrophages (AM) from resisters displayed more of an M1 phenotype relative to LTBI AM at baseline. Alveolar lymphocytosis (10%-60%) was exhibited by 5/6 resisters, resulting in higher numbers of CD4 + and CD8 + IFNG -expressing cells at baseline and upon Mtb challenge than LTBI samples. Mycobactericidal granulysin was expressed almost exclusively by a cluster of CD8 + T cells that co-expressed granzyme B, perforin and NK cell receptors. For resisters, these poly-cytotoxic T cells over-represented activating NK cell receptors and were present at 15-fold higher numbers in alveoli compared to LTBI. Altogether, our results showed that alveolar lymphocytosis, with increased numbers of alveolar IFNG -expressing cells and CD8 + poly-cytotoxic T cells, as well as activated AM were strongly associated with protection from persistent Mtb infection in PLWH.
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Chen R, Wang X, Li Z, Dai Y, Du W, Wu L. Human Toll-like receptor 2 genetic polymorphisms with tuberculosis susceptibility: A systematic review and meta-analysis. Cytokine 2023; 172:156405. [PMID: 37883839 DOI: 10.1016/j.cyto.2023.156405] [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: 08/31/2023] [Revised: 10/16/2023] [Accepted: 10/19/2023] [Indexed: 10/28/2023]
Abstract
BACKGROUND Toll-like receptor 2 (TLR2) is a crucial factor in the development of tuberculosis. However, no studies have explored the association between TLR2 polymorphisms and tuberculosis susceptibility. OBJECTIVES This study aimed to explore the correlation between tuberculosis susceptibility and TLR2 polymorphisms (rs3804099, rs3804100, rs1898830, rs5743708, rs121917864, and (-196-174) del). METHODS All relevant online databases including PubMed, CNKI, WANFANG DATA, and METSTR-FMRS were systematically searched. STATA17.0 (Stata Corp LP, College Station, Texas, USA) was used. RESULTS A total of 37 studies, covering six polymorphisms and comprising 9,474 cases and 10,295 controls, were included in this analysis. rs3804099(C vs T: OR = 1.00, 95 % CI: 0.93-1.08, CC + TC vs TT: OR = 1.04, 95 % CI: 0.98-1.10), rs3804100 (C vs T: OR = 1.19, 95 % CI: 0.93-1.07, CC + TC vs TT: OR = 0.97, 95 % CI: 0.89-1.06), rs1898830(G vs A: OR = 0.90, 95 % CI: 0.81-1.00, GG + AG vs AA: OR = 0.87, 95 % CI: 0.67-1.12), (-196 ∼174) del polymorphism (Del vs Ins: OR = 0.93,95 % CI: 0.76-1.14, DD + DI vs II: OR = 0.92,95 % CI: 0.72-1.17). CONCLUSIONS This study indicated that only the TLR2 rs5743708 polymorphism exhibited a significant association with a higher tuberculosis risk, while TLR2 rs3804099, rs3804100, rs1898830, rs121917864, and (-196-174) del polymorphisms were not associated with tuberculosis susceptibility.
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Affiliation(s)
- Ruifeng Chen
- Department of Medical Microbiology and Immunology, School of Basic Medical Sciences, Dali University, Dali, Yunnan 671000, China
| | - Xuan Wang
- Nanchang University Queen Mary School, Nanchang, Jiangxi 330031, China
| | - Zilin Li
- School of Basic Medical Sciences, Dali University, Dali, Yunnan 671000, China
| | - Yumei Dai
- Department of Medical Microbiology and Immunology, School of Basic Medical Sciences, Dali University, Dali, Yunnan 671000, China
| | - Wenya Du
- Department of Medical Microbiology and Immunology, School of Basic Medical Sciences, Dali University, Dali, Yunnan 671000, China
| | - Lixian Wu
- Department of Medical Microbiology and Immunology, School of Basic Medical Sciences, Dali University, Dali, Yunnan 671000, China.
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Li M, Qiu Y, Guo M, Qu R, Tian F, Wang G, Wang Y, Ma J, Liu S, Takiff H, Tang YW, Gao Q. Evaluation of the Cepheid 3-gene host response blood test for tuberculosis diagnosis and treatment response monitoring in a primary-level clinic in rural China. J Clin Microbiol 2023; 61:e0091123. [PMID: 37902328 PMCID: PMC10662368 DOI: 10.1128/jcm.00911-23] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Accepted: 09/20/2023] [Indexed: 10/31/2023] Open
Abstract
A rapid, accurate, non-sputum-based triage test for diagnosing tuberculosis (TB) is a high-priority need. Cepheid developed a novel prototype blood test, Xpert Mycobacterium tuberculosis Host Response (Xpert-MTB-HR), which generates a TB score based on the mRNA expression of three genes. We conducted a case-control study with prospective recruitment to evaluate its accuracy in the clinic of the Wusheng County Centers for Disease Prevention and Control in China. We enrolled 149 TB patients, 248 other respiratory diseases (ORD) patients, and 193 healthy controls. In addition, whole-blood samples taken from TB patients after 2, 5, and 6 months of treatment were tested with Xpert-MTB-HR to evaluate its ability to monitor treatment response. Xpert-MTB-HR discriminated between TB and healthy controls with an area under the curve (AUC) of 0.912 (95% CI, 0.878-0.945). With the specificity of 70% envisioned for a triage test, its sensitivity was 90.1% (84.9%-94.6%). Xpert-MTB-HR discriminated between TB and ORD with an AUC of 0.798 (0.750-0.847), and at specificity of 70%, the sensitivity was only 75.8% (68.5%-82.8%). In patients determined by Ultra to have medium or high sputum bacillary loads, with specificity of 70%, the sensitivity for discriminating patients with TB from healthy controls was 100.0% (100.0-100.0) and from patients with ORD, 95.1% (89.8-100.0). The TB scores generally increased by 2 months of treatment and then remained stable. Xpert-MTB-HR met the criteria for a triage test to discriminate between TB and healthy controls, but not between TB and ORD, except when limited to patients with high sputum bacillary loads. Xpert-MTB-HR showed promise for monitoring response to treatment but needs to be further evaluated in larger prospective studies.
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Affiliation(s)
- Meng Li
- Key Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Science, Shanghai Medical College, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China
| | - Yong Qiu
- Wusheng County Center for Disease Control and Prevention, Guang’an, China
| | - Mingcheng Guo
- Wusheng County Center for Disease Control and Prevention, Guang’an, China
| | - Rong Qu
- Wusheng County Center for Disease Control and Prevention, Guang’an, China
| | - Fajun Tian
- Wusheng County Center for Disease Control and Prevention, Guang’an, China
| | - Gengsheng Wang
- Wusheng County Center for Disease Control and Prevention, Guang’an, China
| | - Ya Wang
- Wusheng County Center for Disease Control and Prevention, Guang’an, China
| | - Jian Ma
- Medical Affairs, Danaher Diagnostic Platform/Cepheid, Shanghai, China
| | - Siyuan Liu
- Medical Affairs, Danaher Diagnostic Platform/Cepheid, Shanghai, China
| | - Howard Takiff
- Laboratorio de Genética Molecular, CMBC, Instituto Venezolano de Investigaciones Científicas, IVIC, Caracas, Venezuela
| | - Yi-Wei Tang
- Medical Affairs, Danaher Diagnostic Platform/Cepheid, Shanghai, China
| | - Qian Gao
- Key Laboratory of Medical Molecular Virology (MOE/NHC/CAMS), School of Basic Medical Science, Shanghai Medical College, Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China
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