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Cao Z, Zhao S, Hu S, Wu T, Sun F, Shi LI. Screening COPD-Related Biomarkers and Traditional Chinese Medicine Prediction Based on Bioinformatics and Machine Learning. Int J Chron Obstruct Pulmon Dis 2024; 19:2073-2095. [PMID: 39346628 PMCID: PMC11438478 DOI: 10.2147/copd.s476808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Accepted: 09/16/2024] [Indexed: 10/01/2024] Open
Abstract
Purpose To employ bioinformatics and machine learning to predict the characteristics of immune cells and genes associated with the inflammatory response and ferroptosis in chronic obstructive pulmonary disease (COPD) patients and to aid in the development of targeted traditional Chinese medicine (TCM). Mendelian randomization analysis elucidates the causal relationships among immune cells, genes, and COPD, offering novel insights for the early diagnosis, prevention, and treatment of COPD. This approach also provides a fresh perspective on the use of traditional Chinese medicine for treating COPD. Methods R software was used to extract COPD-related data from the Gene Expression Omnibus (GEO) database, differentially expressed genes were identified for enrichment analysis, and WGCNA was used to pinpoint genes within relevant modules associated with COPD. This analysis included determining genes linked to the inflammatory response in COPD patients and analyzing their correlation with ferroptosis. Further steps involved filtering core genes, constructing TF-miRNA‒mRNA network diagrams, and employing three types of machine learning to predict the core miRNAs, key immune cells, and characteristic genes of COPD patients. This process also delves into their correlations, single-gene GSEA, and diagnostic model predictions. Reverse inference complemented by molecular docking was used to predict compounds and traditional Chinese medicines for treating COPD; Mendelian randomization was applied to explore the causal relationships among immune cells, genes, and COPD. Results We identified 2443 differential genes associated with COPD through the GEO database, along with 8435 genes relevant to WGCNA and 1226 inflammation-related genes. A total of 141 genes related to the inflammatory response in COPD patients were identified, and 37 core genes related to ferroptosis were selected for further enrichment analysis and analysis. The core miRNAs predicted for COPD include hsa-miR-543, hsa-miR-181c, and hsa-miR-200a, among others. The key immune cells identified were plasma cells, activated memory CD4 T cells, gamma delta T cells, activated NK cells, M2 macrophages, and eosinophils. Characteristic genes included EGF, PLG, PTPN22, and NR4A1. A total of 78 compounds and 437 traditional Chinese medicines were predicted. Mendelian randomization analysis revealed a causal relationship between 36 types of immune cells and COPD, whereas no causal relationship was found between the core genes and COPD. Conclusion A definitive causal relationship exists between immune cells and COPD, while the prediction of core miRNAs, key immune cells, characteristic genes, and targeted traditional Chinese medicines offers novel insights for the early diagnosis, prevention, and treatment of COPD.
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Affiliation(s)
- Zhenghua Cao
- Changchun University of Traditional Chinese Medicine, Changchun, Jilin, People's Republic of China
| | - Shengkun Zhao
- Changchun University of Traditional Chinese Medicine, Changchun, Jilin, People's Republic of China
| | - Shaodan Hu
- Affiliated Hospital of Changchun University of Traditional Chinese Medicine, Changchun, Jilin, People's Republic of China
| | - Tong Wu
- Geriatric Department, Suzhou Hospital of Integrated Traditional Chinese and Western Medicine, Suzhou, Jiangsu, People's Republic of China
| | - Feng Sun
- Affiliated Hospital of Changchun University of Traditional Chinese Medicine, Changchun, Jilin, People's Republic of China
| | - L I Shi
- Affiliated Hospital of Changchun University of Traditional Chinese Medicine, Changchun, Jilin, People's Republic of China
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Miller NA, Graves RH, Edwards CD, Amour A, Taylor E, Robb O, O'Brien B, Patel A, Harrell AW, Hessel EM. Physiologically Based Pharmacokinetic Modelling of Inhaled Nemiralisib: Mechanistic Components for Pulmonary Absorption, Systemic Distribution, and Oral Absorption. Clin Pharmacokinet 2021; 61:281-293. [PMID: 34458976 PMCID: PMC8813803 DOI: 10.1007/s40262-021-01066-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/01/2021] [Indexed: 11/02/2022]
Abstract
BACKGROUND AND OBJECTIVES Physiologically based pharmacokinetic (PBPK) modelling has evolved to accommodate different routes of drug administration and enables prediction of drug concentrations in tissues as well as plasma. The inhalation route of administration has proven successful in treating respiratory diseases but can also be used for rapid systemic delivery, holding great promise for treatment of diseases requiring systemic exposure. The objective of this work was to develop a PBPK model that predicts plasma and tissue concentrations following inhalation administration of the PI3Kδ inhibitor nemiralisib. METHODS A PBPK model was built in GastroPlus® that includes a complete mechanistic description of pulmonary absorption, systemic distribution and oral absorption following inhalation administration of nemiralisib. The availability of clinical data obtained after intravenous, oral and inhalation administration enabled validation of the model with observed data and accurate assessment of pulmonary drug absorption. The PBPK model described in this study incorporates novel use of key parameters such as lung systemic absorption rate constants derived from human physiological lung blood flows, and implementation of the specific permeability-surface area product per millilitre of tissue cell volume (SpecPStc) to predict tissue distribution. RESULTS The inhaled PBPK model was verified using plasma and bronchoalveolar lavage fluid concentration data obtained in human subjects. Prediction of tissue concentrations using the permeability-limited systemic disposition tissue model was further validated using tissue concentration data obtained in the rat following intravenous infusion administration to steady state. CONCLUSIONS Fully mechanistic inhaled PBPK models such as the model described herein could be applied for cross molecule assessments with respect to lung retention and systemic exposure, both in terms of pharmacology and toxicology, and may facilitate clinical indication selection.
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Affiliation(s)
- Neil A Miller
- Simulations Plus, Inc., 42505 10th Street West, Lancaster, CA, 93534, USA.
| | - Rebecca H Graves
- Simulations Plus, Inc., 42505 10th Street West, Lancaster, CA, 93534, USA
| | | | | | - Ed Taylor
- GlaxoSmithKline R&D, Gunnelswood Road, Ware, Hertfordshire, UK
| | - Olivia Robb
- GlaxoSmithKline R&D, Stevenage, Hertfordshire, UK
| | | | - Aarti Patel
- GlaxoSmithKline R&D, Gunnelswood Road, Ware, Hertfordshire, UK
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Moradi S, Jarrahi E, Ahmadi A, Salimian J, Karimi M, Zarei A, Azimzadeh Jamalkandi S, Ghanei M. PI3K signalling in chronic obstructive pulmonary disease and opportunities for therapy. J Pathol 2021; 254:505-518. [PMID: 33959951 DOI: 10.1002/path.5696] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Revised: 04/01/2021] [Accepted: 04/26/2021] [Indexed: 11/08/2022]
Abstract
Chronic obstructive pulmonary disease (COPD) is a chronic lung disease characterised by airway inflammation and progressive obstruction of the lung airflow. Current pharmacological treatments include bronchodilators, alone or in combination with steroids, or other anti-inflammatory agents, which have only partially contributed to the inhibition of disease progression and mortality. Therefore, further research unravelling the underlying mechanisms is necessary to develop new anti-COPD drugs with both lower toxicity and higher efficacy. Extrinsic signalling pathways play crucial roles in COPD development and exacerbations. In particular, phosphoinositide 3-kinase (PI3K) signalling has recently been shown to be a major driver of the COPD phenotype. Therefore, several small-molecule inhibitors have been identified to block the hyperactivation of this signalling pathway in COPD patients, many of them showing promising outcomes in both preclinical animal models of COPD and human clinical trials. In this review, we discuss the critically important roles played by hyperactivated PI3K signalling in the pathogenesis of COPD. We also critically review current therapeutics based on PI3K inhibition, and provide suggestions focusing on PI3K signalling for the further improvement of the COPD phenotype. © 2021 The Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Sharif Moradi
- Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran.,Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Esmaeil Jarrahi
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Ali Ahmadi
- Molecular Biology Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Jafar Salimian
- Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Mehrdad Karimi
- Department of Traditional Medicine, School of Persian Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Azadeh Zarei
- Department of Traditional Medicine, School of Persian Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Sadegh Azimzadeh Jamalkandi
- Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Mostafa Ghanei
- Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
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Li F, Liang X, Jiang Z, Wang A, Wang J, Chen C, Wang W, Zou F, Qi Z, Liu Q, Hu Z, Cao J, Wu H, Wang B, Wang L, Liu J, Liu Q. Discovery of (S)-2-(1-(4-Amino-3-(3-fluoro-4-methoxyphenyl)-1H-pyrazolo[3,4-d]pyrimidin-1-yl)propyl)-3-cyclopropyl-5-fluoroquinazolin-4(3H)-one (IHMT-PI3Kδ-372) as a Potent and Selective PI3Kδ Inhibitor for the Treatment of Chronic Obstructive Pulmonary Disease. J Med Chem 2020; 63:13973-13993. [DOI: 10.1021/acs.jmedchem.0c01544] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Feng Li
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- University of Science and Technology of China, Hefei, Anhui 230026, P. R. China
| | - Xiaofei Liang
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Zongru Jiang
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Aoli Wang
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Junjie Wang
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- University of Science and Technology of China, Hefei, Anhui 230026, P. R. China
| | - Cheng Chen
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- University of Science and Technology of China, Hefei, Anhui 230026, P. R. China
| | - Wenliang Wang
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- University of Science and Technology of China, Hefei, Anhui 230026, P. R. China
| | - Fengming Zou
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Ziping Qi
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Qingwang Liu
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Zhenquan Hu
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Jiangyan Cao
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- University of Science and Technology of China, Hefei, Anhui 230026, P. R. China
| | - Hong Wu
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Beilei Wang
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Li Wang
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
| | - Jing Liu
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Precision Medicine Research Laboratory of Anhui Province, Hefei, Anhui 230088, P. R. China
| | - Qingsong Liu
- Anhui Province Key Laboratory of Medical Physics and Technology; CAS Key Laboratory of High Magnetic Field and Ion Beam Physical Biology; Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- University of Science and Technology of China, Hefei, Anhui 230026, P. R. China
- Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, Anhui 230031, P. R. China
- Precision Medicine Research Laboratory of Anhui Province, Hefei, Anhui 230088, P. R. China
- Institute of Physical Science and Information Technology, Anhui University, Hefei, Anhui 230601, P. R. China
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Palma G, Pasqua T, Silvestri G, Rocca C, Gualtieri P, Barbieri A, De Bartolo A, De Lorenzo A, Angelone T, Avolio E, Botti G. PI3Kδ Inhibition as a Potential Therapeutic Target in COVID-19. Front Immunol 2020; 11:2094. [PMID: 32973818 PMCID: PMC7472874 DOI: 10.3389/fimmu.2020.02094] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 08/03/2020] [Indexed: 01/08/2023] Open
Abstract
The spread of the novel human respiratory coronavirus (SARS-CoV-2) is a global public health emergency. There is no known successful treatment as of this time, and there is a need for medical options to mitigate this current epidemic. SARS-CoV-2 uses the angiotensin-converting enzyme 2 (ACE2) receptor and is primarily trophic for the lower and upper respiratory tract. A number of current studies on COVID-19 have demonstrated the substantial increase in pro-inflammatory factors in the lungs during infection. The virus is also documented in the central nervous system and, particularly in the brainstem, which plays a key role in respiratory and cardiovascular function. Currently, there are few antiviral approaches, and several alternative drugs are under investigation. Two of these are Idelalisib and Ebastine, already proposed as preventive strategies in airways and allergic diseases. The interesting and evolving potential of phosphoinositide 3-kinase δ (PI3Kδ) inhibitors, together with Ebastine, lies in their ability to suppress the release of pro-inflammatory cytokines, such as IL-1β, IL-8, IL-6, and TNF-α, by T cells. This may represent an optional therapeutic choice for COVID-19 to reduce inflammatory reactions and mortality, enabling patients to recover faster. This concise communication aims to provide new potential therapeutic targets capable of mitigating and alleviating SARS-CoV-2 pandemic infection.
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Affiliation(s)
- Giuseppe Palma
- SSD Sperimentazione Animale, Istituto Nazionale Tumori Fondazione G. Pascale – IRCSS, Naples, Italy
| | - Teresa Pasqua
- Laboratory of Cellular and Molecular Cardiovascular Patho-Physiology, Department of Biology, Ecology and Earth Science, University of Calabria, Rende, Italy
| | - Giovannino Silvestri
- Institute of Human Virology, Division of Infectious Agents and Cancer, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Carmine Rocca
- Laboratory of Cellular and Molecular Cardiovascular Patho-Physiology, Department of Biology, Ecology and Earth Science, University of Calabria, Rende, Italy
| | - Paola Gualtieri
- School of Specialization in Food Science, University of Rome “Tor Vergata”, Rome, Italy
| | - Antonio Barbieri
- SSD Sperimentazione Animale, Istituto Nazionale Tumori Fondazione G. Pascale – IRCSS, Naples, Italy
| | - Anna De Bartolo
- Laboratory of Cellular and Molecular Cardiovascular Patho-Physiology, Department of Biology, Ecology and Earth Science, University of Calabria, Rende, Italy
| | - Antonino De Lorenzo
- Section of Clinical Nutrition and Nutrigenomics, Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, Rome, Italy
| | - Tommaso Angelone
- Laboratory of Cellular and Molecular Cardiovascular Patho-Physiology, Department of Biology, Ecology and Earth Science, University of Calabria, Rende, Italy
- National Institute for Cardiovascular Research (INRC), Bologna, Italy
| | - Ennio Avolio
- School of Specialization in Food Science, University of Rome “Tor Vergata”, Rome, Italy
- Section of Clinical Nutrition and Nutrigenomics, Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, Rome, Italy
| | - Gerardo Botti
- Scientific Director, Istituto Nazionale Tumori Fondazione G. Pascale – IRCSS, Naples, Italy
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Leisching GR. PI3-Kinase δγ Catalytic Isoforms Regulate the Th-17 Response in Tuberculosis. Front Immunol 2019; 10:2583. [PMID: 31736982 PMCID: PMC6838131 DOI: 10.3389/fimmu.2019.02583] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 10/18/2019] [Indexed: 01/29/2023] Open
Abstract
Although IL17A plays a protective role at the mucosal surface, when IL17A signaling becomes dysregulated, a pathological response is locally induced. At the early stages of Mycobacterium tuberculosis (M.tb) infection, IL17A contributes to granuloma formation and pathogen containment. In contrast, during disease progression, a dysregulated IL17A hyperinflammatory response drives tissue destruction through enhanced neutrophil recruitment. Cumulative research has implicated the PI3-Kinase pathways as one of the most relevant in the pathophysiology of inflammation. Evidence shows that IL-17A secretion and the expansion of the Th17 population is dependant in PI3-Kinase signaling, with the p110δ and p110γ isoforms playing a prominent role. The p110γ isoform promotes disease progression through dampening of the Th17 response, preventing pathogen clearance and containment. The p110γ gene, PIK3CG is downregulated in TB patients during late-stage disease when compared to healthy controls, demonstrating an important modulatory role for this isoform during TB. Conversely, the p110δ isoform induces IL-17A release from pulmonary γδ T-cells, committed Th17 cells and promotes neutrophil recruitment to the lung. Inhibiting this isoform not only suppresses IL-17A secretion from Th17 cells, but it also inhibits cytokine production from multiple T-helper cell types. Since increased IL-17A levels are observed to be localized in the lung compartments (BAL and lymphocytes) in comparison to circulating levels, an inhalable PI3Kδ inhibitor, which is currently utilized for inflammatory airway diseases characterized by IL-17A over-secretion, may be a therapeutic option for active TB disease.
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Affiliation(s)
- Gina R Leisching
- SA MRC Centre for TB Research, DST-NRF Centre of Excellence for Biomedical Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
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Galvão I, Queiroz-Junior CM, de Oliveira VLS, Pinho V, Hirsch E, Teixeira MM. The Inhibition of Phosphoinositide-3 Kinases Induce Resolution of Inflammation in a Gout Model. Front Pharmacol 2019; 9:1505. [PMID: 30666201 PMCID: PMC6330337 DOI: 10.3389/fphar.2018.01505] [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: 10/10/2018] [Accepted: 12/10/2018] [Indexed: 01/11/2023] Open
Abstract
Phosphoinositide-3 kinases (PI3Ks) are central signaling enzymes that are involved in many aspects of immune cell function. PI3Kγ and PI3Kδ are the major isoforms expressed in leukocytes. The role of PI3K isoforms in the resolution of inflammation is still poorly understood. Here, we investigated the contribution of PI3Kγ and PI3Kδ to the resolution of inflammation in a model of gout in mice. Methods and Results: Experiments were performed in wild-type male C57/Bl6 mice. Selective inhibitors of PI3K-γ (AS605240) or PI3Kδ (GSK045) were injected in the joint 12 h after injection of MSU crystals, hence at the peak of inflammation. Inhibition of either PI3K isoform decreased number of neutrophils that migrated in response to the injection of MSU crystals. This was associated with reduction of myeloperoxidase activity and IL-1β levels in periarticular tissues and reduction of histological score. Joint dysfunction, as seen by reduced mechanical hypernociception, was improved by treatment with either inhibitor. The decrease in neutrophil numbers was associated with enhanced apoptosis and efferocytosis of these cells. There was shortening of resolution intervals, suggesting inhibition of either isoform induced the resolution of neutrophilic inflammation. Blockade of PI3Kγ or PI3Kδ reduced Nuclear Factor kappa B (NF-κB) activation. A pan-PI3K inhibitor (CL27c) reduced inflammation induced by MSU crystals by a magnitude that was similar to that attained by the PI3Kγ or PI3Kδ selective inhibitors alone. Conclusion: Taken together, these results suggest that neutrophils can use PI3Kγ or PI3Kδ to remain in the cavity and blockade of either isoenzyme is sufficient to induce their apoptosis and resolve inflammation in a murine model of gout.
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Affiliation(s)
- Izabela Galvão
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Celso Martins Queiroz-Junior
- Departamento de Morfologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Vivian Louise Soares de Oliveira
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Vanessa Pinho
- Departamento de Morfologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Emilio Hirsch
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Turin, Italy
| | - Mauro Martins Teixeira
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Southworth T, Mason S, Bell A, Ramis I, Calbet M, Domenech A, Prats N, Miralpeix M, Singh D. PI3K, p38 and JAK/STAT signalling in bronchial tissue from patients with asthma following allergen challenge. Biomark Res 2018; 6:14. [PMID: 29651336 PMCID: PMC5896031 DOI: 10.1186/s40364-018-0128-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 04/02/2018] [Indexed: 01/01/2023] Open
Abstract
Background Inhaled allergen challenges are often used to evaluate novel asthma treatments in early phase clinical trials. Current novel therapeutic targets in asthma include phosphoinositide 3-kinases (PI3K) delta and gamma, p38 mitogen-activated protein kinase (p38) and Janus kinase/Signal Transducer and Activator of Transcription (JAK/STAT) signalling pathways. The activation of these pathways following allergen exposure in atopic asthma patients it is not known. Methods We collected bronchial biopsies from 11 atopic asthma patients at baseline and after allergen challenge to investigate biomarkers of PI3K, p38 MAPK and JAK/STAT activation by immunohistochemistry. Cell counts and levels of eosinophil cationic protein and interleukin-5 were also assessed in sputum and bronchoalvelar lavage. Results Biopsies collected post-allergen had an increased percentage of epithelial cells expressing phospho-p38 (17.5 vs 25.6%, p = 0.04), and increased numbers of sub-epithelial cells expressing phospho-STAT5 (122.2 vs 540.6 cells/mm2, p = 0.01) and the PI3K marker phospho-ribosomal protein S6 (180.7 vs 777.3 cells/mm2,p = 0.005). Type 2 inflammation was increased in the airways post allergen, with elevated levels of eosinophils, interleukin-5 and eosinophil cationic protein. Conclusions Future clinical trials of novel kinase inhibitors could use the allergen challenge model in proof of concept studies, while employing these biomarkers to investigate pharmacological inhibition in the lungs.
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Affiliation(s)
- Thomas Southworth
- 1Division of Infection, Immunity & Respiratory Medicine, The Medicines Evaluation Unit, The University of Manchester, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK.,3The University of Manchester, 2nd Floor Education and Research Center, Wythenshawe Hospital, Southmoor Road, Manchester, M23 9LT UK
| | - Sarah Mason
- 1Division of Infection, Immunity & Respiratory Medicine, The Medicines Evaluation Unit, The University of Manchester, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Alan Bell
- 1Division of Infection, Immunity & Respiratory Medicine, The Medicines Evaluation Unit, The University of Manchester, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Isabel Ramis
- Almirall R&D Center, Sant Feliu de Llobregat, Barcelona, Spain
| | - Marta Calbet
- Almirall R&D Center, Sant Feliu de Llobregat, Barcelona, Spain
| | - Anna Domenech
- Almirall R&D Center, Sant Feliu de Llobregat, Barcelona, Spain
| | - Neus Prats
- Almirall R&D Center, Sant Feliu de Llobregat, Barcelona, Spain
| | | | - Dave Singh
- 1Division of Infection, Immunity & Respiratory Medicine, The Medicines Evaluation Unit, The University of Manchester, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
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Abstract
Defining features of chronic airway diseases include abnormal and persistent inflammatory processes, impaired airway epithelial integrity and function, and increased susceptibility to recurrent respiratory infections. Phosphoinositide 3-kinases (PI3K) are lipid kinases, which contribute to multiple physiological and pathological processes within the airway, with abnormal PI3K signalling contributing to the pathogenesis of several respiratory diseases. Consequently, the potential benefit of targeting PI3K isoforms has received considerable attention, being viewed as a viable therapeutic option in inflammatory and infectious lung disorders. The class I PI3K isoform, PI3Kδ (Phosphoinositide 3-kinases δ) is of particular interest given its multiple roles in modulating innate and adaptive immune cell functions, airway inflammation and corticosteroid sensitivity. In this mini-review, we explore the role of PI3Kδ in airway inflammation and infection, focusing on oxidative stress, ER stress, histone deacetylase 2 and neutrophil function. We also describe the importance of PI3Kδ in adaptive immune cell function, as highlighted by the recently described Activated PI3K Delta Syndrome, and draw attention to some of the potential clinical applications and benefits of targeting this molecule.
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