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Antoniadou C, Natsi AM, Mastellos DC, Papadimitriou E, Gavriilidis E, Tsironidou V, Papadopoulos V, Eftalitsidis E, Κoffa Μ, Huber-Lang M, Risitano AM, Yancopoulou D, Germanidis G, Ritis K, Lambris JD, Skendros P. Clinical C3 Inhibition With AMY-101 Reveals Novel Insights Into IL-8-Driven Inflammation in COVID-19. Immunology 2025. [PMID: 40243098 DOI: 10.1111/imm.13930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Revised: 03/23/2025] [Accepted: 04/04/2025] [Indexed: 04/18/2025] Open
Affiliation(s)
- Christina Antoniadou
- First Department of Internal Medicine and Laboratory of Molecular Hematology, Democritus University of Thrace, University Hospital, Alexandroupolis, Greece
| | - Anastasia-Maria Natsi
- First Department of Internal Medicine and Laboratory of Molecular Hematology, Democritus University of Thrace, University Hospital, Alexandroupolis, Greece
| | | | - Evangelos Papadimitriou
- First Department of Internal Medicine and Laboratory of Molecular Hematology, Democritus University of Thrace, University Hospital, Alexandroupolis, Greece
| | - Efstratios Gavriilidis
- First Department of Internal Medicine and Laboratory of Molecular Hematology, Democritus University of Thrace, University Hospital, Alexandroupolis, Greece
| | - Victoria Tsironidou
- First Department of Internal Medicine and Laboratory of Molecular Hematology, Democritus University of Thrace, University Hospital, Alexandroupolis, Greece
| | - Vasileios Papadopoulos
- First Department of Internal Medicine and Laboratory of Molecular Hematology, Democritus University of Thrace, University Hospital, Alexandroupolis, Greece
| | - Evgenios Eftalitsidis
- Laboratory of Cell Biology, Proteomics and Cell Cycle, Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Μaria Κoffa
- Laboratory of Cell Biology, Proteomics and Cell Cycle, Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Markus Huber-Lang
- Institute for Clinical and Experimental Trauma-Immunology, Ulm University Hospital, Ulm, Germany
| | - Antonio M Risitano
- AORN Moscati Avellino, Italy and Federico II University of Naples, Naples, Italy
| | | | - Georgios Germanidis
- First Department of Internal Medicine, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Konstantinos Ritis
- First Department of Internal Medicine and Laboratory of Molecular Hematology, Democritus University of Thrace, University Hospital, Alexandroupolis, Greece
| | - John D Lambris
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Panagiotis Skendros
- First Department of Internal Medicine and Laboratory of Molecular Hematology, Democritus University of Thrace, University Hospital, Alexandroupolis, Greece
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Tsilingiris D, Natsi A, Gavriilidis E, Antoniadou C, Eleftheriadou I, Anastasiou IA, Tentolouris A, Papadimitriou E, Eftalitsidis E, Kolovos P, Tsironidou V, Giatromanolaki A, Koffa M, Tentolouris N, Skendros P, Ritis K. Interleukin-8/Matrix Metalloproteinase-9 Axis Impairs Wound Healing in Type 2 Diabetes through Neutrophil Extracellular Traps-Fibroblast Crosstalk. Eur J Immunol 2025; 55:e202451664. [PMID: 40170410 PMCID: PMC11962236 DOI: 10.1002/eji.202451664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 03/02/2025] [Accepted: 03/05/2025] [Indexed: 04/03/2025]
Abstract
Neutrophils interact with and activate fibroblasts through the release of neutrophil extracellular traps (NETs). We investigated the role of NETs-fibroblast crosstalk in the cutaneous wound healing of type 2 diabetes (T2D). Neutrophils/NETs, serum, and primary human skin fibroblasts (HSFs) were obtained from individuals with T2D and age/sex-matched controls. NET-stimulation studies were performed on neutrophils/HSFs, with and without specific inhibitors, while HSF healing capacity was assessed using a scratch wound healing assay. T2D HSFs display a profibrotic phenotype, showing increased CCN2/CTGF, α-smooth muscle actin, and collagen release, albeit with impaired healing capacity, elevated type I collagen C-terminal telopeptide, and collagen degradation associated with increased (∼3.5-fold) matrix metalloproteinase-9 (MMP-9) in T2D neutrophils/NETs. IL-8 induced the expression of MMP-9 in neutrophils/NETs. Moreover, T2D neutrophils/NETs exhibited increased IL-8 content, which acted in an autocrine/paracrine fashion to further augment its production by neutrophils/HSFs. The findings were validated in normoglycemic individuals during a hyperglycemic clamp with concomitant lipid infusion and further corroborated immunohistochemically in diabetic plantar ulcer biopsies. This novel, vicious circle of NETs/interleukin-8/MMP-9/HSFs was hindered by IL-8 or MMP-9 blockade via specific inhibitors or by dismantling the NET-scaffold with DNase I, suggesting candidate therapeutic targets in wound healing impairment of T2D.
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Affiliation(s)
- Dimitrios Tsilingiris
- First Department of Internal MedicineUniversity Hospital of AlexandroupolisDemocritus University of ThraceAlexandroupolisGreece
- Laboratory of Molecular HematologyDepartment of MedicineDemocritus University of ThraceAlexandroupolisGreece
| | - Anastasia‐Maria Natsi
- Laboratory of Molecular HematologyDepartment of MedicineDemocritus University of ThraceAlexandroupolisGreece
| | - Efstratios Gavriilidis
- First Department of Internal MedicineUniversity Hospital of AlexandroupolisDemocritus University of ThraceAlexandroupolisGreece
- Laboratory of Molecular HematologyDepartment of MedicineDemocritus University of ThraceAlexandroupolisGreece
| | - Christina Antoniadou
- First Department of Internal MedicineUniversity Hospital of AlexandroupolisDemocritus University of ThraceAlexandroupolisGreece
- Laboratory of Molecular HematologyDepartment of MedicineDemocritus University of ThraceAlexandroupolisGreece
| | - Ioanna Eleftheriadou
- First Department of Propaedeutic Internal MedicineMedical SchoolNational and Kapodistrian University of AthensLaiko General HospitalAthensGreece
| | - Ioanna A. Anastasiou
- First Department of Propaedeutic Internal MedicineMedical SchoolNational and Kapodistrian University of AthensLaiko General HospitalAthensGreece
| | - Anastasios Tentolouris
- First Department of Propaedeutic Internal MedicineMedical SchoolNational and Kapodistrian University of AthensLaiko General HospitalAthensGreece
| | - Evangelos Papadimitriou
- First Department of Internal MedicineUniversity Hospital of AlexandroupolisDemocritus University of ThraceAlexandroupolisGreece
- Laboratory of Molecular HematologyDepartment of MedicineDemocritus University of ThraceAlexandroupolisGreece
| | - Evgenios Eftalitsidis
- Laboratory of Cell BiologyProteomics and Cell CycleDepartment of Molecular Biology and GeneticsDemocritus University of ThraceAlexandroupolisGreece
| | - Panagiotis Kolovos
- First Department of Internal MedicineUniversity Hospital of AlexandroupolisDemocritus University of ThraceAlexandroupolisGreece
| | - Victoria Tsironidou
- Laboratory of Molecular HematologyDepartment of MedicineDemocritus University of ThraceAlexandroupolisGreece
| | - Alexandra Giatromanolaki
- Department of PathologyUniversity Hospital of AlexandroupolisDemocritus University of ThraceAlexandroupolisGreece
| | - Maria Koffa
- Laboratory of Cell BiologyProteomics and Cell CycleDepartment of Molecular Biology and GeneticsDemocritus University of ThraceAlexandroupolisGreece
| | - Nikolaos Tentolouris
- First Department of Propaedeutic Internal MedicineMedical SchoolNational and Kapodistrian University of AthensLaiko General HospitalAthensGreece
| | - Panagiotis Skendros
- First Department of Internal MedicineUniversity Hospital of AlexandroupolisDemocritus University of ThraceAlexandroupolisGreece
- Laboratory of Molecular HematologyDepartment of MedicineDemocritus University of ThraceAlexandroupolisGreece
| | - Konstantinos Ritis
- First Department of Internal MedicineUniversity Hospital of AlexandroupolisDemocritus University of ThraceAlexandroupolisGreece
- Laboratory of Molecular HematologyDepartment of MedicineDemocritus University of ThraceAlexandroupolisGreece
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Xu X, Yu Y. KLF12 inhibits lipopolysaccharide-induced inflammatory responses, oxidative stress, pyroptosis, and endoplasmic reticulum stress in human airway epithelial cells through inhibition of the NF-κB pathway. BIOCHIMICA ET BIOPHYSICA ACTA. MOLECULAR CELL RESEARCH 2025; 1872:119917. [PMID: 39938687 DOI: 10.1016/j.bbamcr.2025.119917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 02/01/2025] [Accepted: 02/03/2025] [Indexed: 02/14/2025]
Abstract
Asthma is a common and frequent chronic disease in pediatrics with obvious pathological features, particularly inflammation, oxidative stress, pyroptosis, and endoplasmic reticulum (ER) stress. Some Krüppel-like factors (KLFs), such as KLF2, KLF4, KLF5, and KLF10, have been reported to be associated with several respiratory diseases, including asthma. However, the role of KLF12 in asthma pathogenesis is unknown. Based on the GEO analysis, KLF12 mRNA expression was reduced in asthma patients. We further assessed the role of KLF12 in protecting airway epithelial cells (BEAS-2B cells) against stimuli using an in vitro model of asthma. The results showed that lipopolysaccharide (LPS) stimulation caused a decrease in KLF12 expression. LPS-induced increase in the mRNA levels of inflammatory cytokines TNF-α, IL-6, and IL-8 were attenuated by KLF12 overexpression. LPS induced the production ROS and MDA and reduced the activities of enzymatic antioxidants SOD, CAT, and GSH-Px, which were prevented by KLF12 overexpression. KLF12 overexpression also blocked LPS-induced pyroptosis, as shown by decreased levels of IL-1β, IL-18, and LDH, as well as downregulated expression levels of pyroptosis-related proteins including NLRP3, ASC, cleaved caspase-1, and GSDMD-N. LPS-induced expression levels of ER stress markers GRP78, CHOP, p-eIF2α, and ATF-4 were inhibited by KLF12 overexpression. In addition, the protective effects of KLF12 on LPS-stimulated cells were enhanced by PDTC, an inhibitor of NF-κB. KLF12 knockdown showed an opposite effect to KLF12 overexpression. These results indicated that KLF12 suppressed LPS-induced inflammatory response, oxidative stress, pyroptosis, and ER stress, which were mediated by the inactivation of the NF-κB pathway.
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Affiliation(s)
- Xiujuan Xu
- Department of Pediatrics, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China
| | - Yiping Yu
- Department of Pediatrics, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China.
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4
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Antoniadou C, Gavriilidis E, Ritis K, Tsilingiris D. Anemia in diabetes mellitus: Pathogenetic aspects and the value of early erythropoietin therapy. Metabol Open 2025; 25:100344. [PMID: 39886103 PMCID: PMC11780985 DOI: 10.1016/j.metop.2024.100344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2024] [Accepted: 12/30/2024] [Indexed: 02/01/2025] Open
Abstract
Anemia is a frequent, yet increasingly recognized, comorbidity in diabetes mellitus (DM), with prevalence often driven by multifactorial mechanisms. Hematinic deficiencies, common in this population, may arise from associated comorbidities or medications, such as metformin, as well as other drugs commonly employed for DM-related conditions. Among contributing factors, diabetic kidney disease (DKD) plays a pivotal role, with anemia developing more frequently and being more pronounced in earlier stages, than in CKD of other causes. This enhanced susceptibility stems primarily from the combined impact of impaired renal oxygen sensing and deficient erythropoietin (EPO) production linked to tubulointerstitial fibrosis. Additional mechanisms comprise glomerular dysfunction, shortened erythrocyte lifespan, uremia-induced bone marrow suppression, and increased bleeding risk. DM is also recognized as a chronic low-grade inflammatory condition, with its inflammatory burden driving iron maldistribution, suppression of erythropoiesis, and resistance to EPO. The diagnostic approach of anemia in DM mirrors that in the general population. Addressing modifiable causes such as hematinic deficiencies, and other chronic conditions, such as DKD and bone marrow disorders, is paramount. In total, the underlying pathophysiology of anemia in DM primarily reflects a state of absolute or relative EPO deficiency and/or diminished bone marrow responsiveness, effectively corresponding to 'anemia of chronic disease. Early initiation of EPO therapy, even in DM patients without overt DKD, may mitigate disease progression and improve outcomes. Future research should focus on diabetes-specific strategies integrating optimal EPO use, potentially implementing targeted management of renal and inflammatory contributors to anemia.
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Affiliation(s)
- Christina Antoniadou
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Efstratios Gavriilidis
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Konstantinos Ritis
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Dimitrios Tsilingiris
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
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5
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Niayesh-Mehr R, Kalantar M, Bontempi G, Montaldo C, Ebrahimi S, Allameh A, Babaei G, Seif F, Strippoli R. The role of epithelial-mesenchymal transition in pulmonary fibrosis: lessons from idiopathic pulmonary fibrosis and COVID-19. Cell Commun Signal 2024; 22:542. [PMID: 39538298 PMCID: PMC11558984 DOI: 10.1186/s12964-024-01925-y] [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: 08/16/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
Despite the tremendous advancements in the knowledge of the pathophysiology and clinical aspects of SARS-CoV-2 infection, still many issues remain unanswered, especially in the long-term effects. Mounting evidence suggests that pulmonary fibrosis (PF) is one of the most severe complications associated with COVID-19. Therefore, understanding the molecular mechanisms behind its development is helpful to develop successful therapeutic strategies. Epithelial to mesenchymal transition (EMT) and its cell specific variants endothelial to mesenchymal transition (EndMT) and mesothelial to mesenchymal transition (MMT) are physio-pathologic cellular reprogramming processes induced by several infectious, inflammatory and biomechanical stimuli. Cells undergoing EMT acquire invasive, profibrogenic and proinflammatory activities by secreting several extracellular mediators. Their activity has been implicated in the pathogenesis of PF in a variety of lung disorders, including idiopathic pulmonary fibrosis (IPF) and COVID-19. Aim of this article is to provide an updated survey of the cellular and molecular mechanisms, with emphasis on EMT-related processes, implicated in the genesis of PF in IFP and COVID-19.
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Affiliation(s)
- Reyhaneh Niayesh-Mehr
- Department of Clinical Biochemistry, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Mojtaba Kalantar
- Department of Occupational Health, Shoushtar Faculty of Medical Sciences, Shoushtar, Iran
| | - Giulio Bontempi
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Gene Expression Laboratory, National Institute for Infectious Diseases, Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Claudia Montaldo
- Gene Expression Laboratory, National Institute for Infectious Diseases, Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Saeedeh Ebrahimi
- Department of Medical Microbiology (Bacteriology and Virology), Afzalipour Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Abdolamir Allameh
- Department of Clinical Biochemistry, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Ghader Babaei
- Department of Clinical Biochemistry, Faculty of Medicine, Urmia University of Medical Sciences, Urmia, Iran
| | - Faezeh Seif
- Department of Basic Sciences, Shoushtar Faculty of Medical Sciences, Shoushtar, Iran.
| | - Raffaele Strippoli
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy.
- Gene Expression Laboratory, National Institute for Infectious Diseases, Lazzaro Spallanzani IRCCS, Rome, Italy.
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Gavriilidis E, Divolis G, Natsi AM, Kafalis N, Kogias D, Antoniadou C, Synolaki E, Pavlos E, Koutsi MA, Didaskalou S, Papadimitriou E, Tsironidou V, Gavriil A, Papadopoulos V, Agelopoulos M, Tsilingiris D, Koffa M, Giatromanolaki A, Kouklakis G, Ritis K, Skendros P. Neutrophil-fibroblast crosstalk drives immunofibrosis in Crohn's disease through IFNα pathway. Front Immunol 2024; 15:1447608. [PMID: 39346917 PMCID: PMC11427415 DOI: 10.3389/fimmu.2024.1447608] [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: 06/11/2024] [Accepted: 08/21/2024] [Indexed: 10/01/2024] Open
Abstract
INTRODUCTION Crohn's disease (CD) is characterized by chronic inflammation and intestinal fibrosis leading to lifelong complications. However, the disease pathogenesis remains elusive, and the therapeutic options are limited. Here, we investigated the interaction between neutrophils and intestinal fibroblasts in the development of CD immunofibrosis, a disease mechanism predisposing to inflammatory and fibrotic complications. METHODS Peripheral neutrophils, enriched neutrophil extracellular traps (eNETs), serum, primary intestinal fibroblasts (PIFs) and intestinal biopsies from CD, ulcerative colitis (UC) patients, and healthy individuals (HI), were studied. Transcriptome analysis of neutrophils, multi-cytokine profiling and cell-based functional assays at mRNA/protein level were performed. RESULTS Compared to UC, PIFs from CD patients, independently to the presence of strictures, displayed a distinct pro-fibrotic phenotype characterized by negative Krüppellike Factor-2 (KLF2) and increased cellular communication network factor-2 (CCN2) expression leading to collagen production. In both UC and CD, PIFs-derived IL-8 acted as a culprit chemoattractant for neutrophils in the intestine, where CD neutrophils were accumulated close to fibrotic lesions. Functionally, only CD neutrophils via eNETs induced a CD-like phenotype in HI PIFs, suggesting their fibrotic plasticity. High IFNa in serum and IFΝ-responsive signature in peripheral neutrophils were observed in CD, distinguishing it from UC. Moreover, CD serum stimulated the release of fibrogenic eNETs from neutrophils in an IFNa-dependent manner, suggesting the priming role of IFNa in circulating neutrophils. Inhibition of eNETs or JAK signaling in neutrophils or PIFs prevented the neutrophil-mediated fibrotic effect on PIFs. Furthermore, both serum IFNa levels and mRNA levels of key IFN signaling components in neutrophils were wellcorrelated with CD severity. CONCLUSIONS This study reveals the important role of the IFNa/neutrophil/fibroblast axis in CD immunofibrosis, suggesting candidate biomarkers and putative therapeutic targets.
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Affiliation(s)
- Efstratios Gavriilidis
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Georgios Divolis
- Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation Academy of Athens, Athens, Greece
| | - Anastasia-Maria Natsi
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Nikolaos Kafalis
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Gastroenterology-Hepatology Unit, University Hospital of Alexandroupolis, Alexandroupolis, Greece
| | - Dionysios Kogias
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Gastroenterology-Hepatology Unit, University Hospital of Alexandroupolis, Alexandroupolis, Greece
| | - Christina Antoniadou
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Evgenia Synolaki
- Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation Academy of Athens, Athens, Greece
| | - Evgenios Pavlos
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Marianna A. Koutsi
- Center of Basic Research, Biomedical Research Foundation Academy of Athens, Athens, Greece
| | - Stylianos Didaskalou
- Laboratory of Cell Biology, Proteomics and Cell Cycle, Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Evangelos Papadimitriou
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Victoria Tsironidou
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Ariana Gavriil
- Center for Clinical, Experimental Surgery and Translational Research, Biomedical Research Foundation Academy of Athens, Athens, Greece
| | - Vasileios Papadopoulos
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Marios Agelopoulos
- Center of Basic Research, Biomedical Research Foundation Academy of Athens, Athens, Greece
| | - Dimitrios Tsilingiris
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Maria Koffa
- Laboratory of Cell Biology, Proteomics and Cell Cycle, Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Alexandra Giatromanolaki
- Department of Pathology, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
| | - Georgios Kouklakis
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Gastroenterology-Hepatology Unit, University Hospital of Alexandroupolis, Alexandroupolis, Greece
| | - Konstantinos Ritis
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Panagiotis Skendros
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Alexandroupolis, Greece
- Laboratory of Molecular Hematology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
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7
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Southard KM, Ardy RC, Tang A, O’Sullivan DD, Metzner E, Guruvayurappan K, Norman TM. Comprehensive transcription factor perturbations recapitulate fibroblast transcriptional states. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.31.606073. [PMID: 39131349 PMCID: PMC11312553 DOI: 10.1101/2024.07.31.606073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/13/2024]
Abstract
Cell atlas projects have nominated recurrent transcriptional states as drivers of biological processes and disease, but their origins, regulation, and properties remain unclear. To enable complementary functional studies, we developed a scalable approach for recapitulating cell states in vitro using CRISPR activation (CRISPRa) Perturb-seq. Aided by a novel multiplexing method, we activated 1,836 transcription factors in two cell types. Measuring 21,958 perturbations showed that CRISPRa activated targets within physiological ranges, that epigenetic features predicted activatable genes, and that the protospacer seed region drove an off-target effect. Perturbations recapitulated in vivo fibroblast states, including universal and inflammatory states, and identified KLF4 and KLF5 as key regulators of the universal state. Inducing the universal state suppressed disease-associated states, highlighting its therapeutic potential. Our findings cement CRISPRa as a tool for perturbing differentiated cells and indicate that in vivo states can be elicited via perturbation, enabling studies of clinically relevant states ex vivo.
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Affiliation(s)
- Kaden M. Southard
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rico C. Ardy
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anran Tang
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Deirdre D. O’Sullivan
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Tri-Institutional Training Program in Computational Biology and Medicine, New York, NY, USA
| | - Eli Metzner
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Tri-Institutional Training Program in Computational Biology and Medicine, New York, NY, USA
| | - Karthik Guruvayurappan
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Tri-Institutional Training Program in Computational Biology and Medicine, New York, NY, USA
| | - Thomas M. Norman
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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8
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Bishop CR, Yan K, Nguyen W, Rawle DJ, Tang B, Larcher T, Suhrbier A. Microplastics dysregulate innate immunity in the SARS-CoV-2 infected lung. Front Immunol 2024; 15:1382655. [PMID: 38803494 PMCID: PMC11128561 DOI: 10.3389/fimmu.2024.1382655] [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: 02/06/2024] [Accepted: 04/24/2024] [Indexed: 05/29/2024] Open
Abstract
Introduction Global microplastic (MP) pollution is now well recognized, with humans and animals consuming and inhaling MPs on a daily basis, with a growing body of concern surrounding the potential impacts on human health. Methods Using a mouse model of mild COVID-19, we describe herein the effects of azide-free 1 μm polystyrene MP beads, co-delivered into lungs with a SARS-CoV-2 omicron BA.5 inoculum. The effect of MPs on the host response to SARS-CoV-2 infection was analysed using histopathology and RNA-Seq at 2 and 6 days post-infection (dpi). Results Although infection reduced clearance of MPs from the lung, virus titres and viral RNA levels were not significantly affected by MPs, and overt MP-associated clinical or histopathological changes were not observed. However, RNA-Seq of infected lungs revealed that MP exposure suppressed innate immune responses at 2 dpi and increased pro-inflammatory signatures at 6 dpi. The cytokine profile at 6 dpi showed a significant correlation with the 'cytokine release syndrome' signature observed in some COVID-19 patients. Discussion The findings are consistent with the recent finding that MPs can inhibit phagocytosis of apoptotic cells via binding of Tim4. They also add to a growing body of literature suggesting that MPs can dysregulate inflammatory processes in specific disease settings.
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Affiliation(s)
- Cameron R. Bishop
- Inflammation Biology, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Kexin Yan
- Inflammation Biology, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Wilson Nguyen
- Inflammation Biology, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Daniel J. Rawle
- Inflammation Biology, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Bing Tang
- Inflammation Biology, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Thibaut Larcher
- Institut National de Recherche Agronomique, Unité Mixte de Recherche, Oniris, Nantes, France
| | - Andreas Suhrbier
- Inflammation Biology, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- Australian Infectious Disease Research Centre, Global Virus Network (GVN) Center of Excellence, Brisbane, QLD, Australia
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9
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Lin S, Lin R, Zhu P, Sun X, Qiu C, Zhang B, He Y, Xu Q, Zhang H. Neutrophil extracellular traps promoting fibroblast activation and aggravating limb ischemia through Wnt5a pathway. Am J Cancer Res 2024; 14:1866-1879. [PMID: 38726275 PMCID: PMC11076237 DOI: 10.62347/sqoc7984] [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: 03/03/2024] [Accepted: 03/31/2024] [Indexed: 05/12/2024] Open
Abstract
Although the formation of NETs contributes to cancer cell invasion and distant metastasis, its role in the pathological progression of limb ischemia remains unknown. This study investigated the functional significance of NETs in cell-cell crosstalk during limb ischemia. The changes of cell subsets in lower limb ischemia samples were detected by single-cell RNA sequencing. The expression of neutrophil extracellular traps (NETs) related markers in lower limb ischemia samples was detected by immunohistochemistry and Western blotting. The signaling pathway of NETs activation in fibroblasts was verified by immunofluorescence, PCR and Western blotting. Through single-cell RNA sequencing (scRNA-seq), we identified 9 distinct cell clusters, with significantly upregulated activation levels in fibroblasts and neutrophils and phenotypic transformation of smooth muscle cells (SMCs) into a proliferative state in ischemic tissue. At the same time, the interaction between fibroblasts and smooth muscle cells was significantly enhanced in ischemic tissue. NETs levels rise and fibroblast activation is induced in ischemic conditions. Mechanistically, activated fibroblasts promote smooth muscle cell proliferation through the Wnt5a pathway. In ischemic mice, inhibition of Wnt5a mitigated vascular remodeling and subsequent ischemia. These findings highlighting the role of cell-cell crosstalk in ischemia and vascular remodeling. We found that the NETs-initiated fibroblast-SMC interaction is a critical regulator of limb ischemia via Wnt5a pathway, a potential therapeutic target for the treatment.
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Affiliation(s)
- Shigang Lin
- Department of Vascular Surgery, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Ruoran Lin
- Department of Vascular Surgery, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Pengwei Zhu
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Xiaotong Sun
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Chenyang Qiu
- Department of Vascular Surgery, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Bohuan Zhang
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Yangyan He
- Department of Vascular Surgery, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Qingbo Xu
- Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Hongkun Zhang
- Department of Vascular Surgery, The First Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
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10
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Lin WR, Liu WQ, Meng XY, Liu XT, Kou ZY, Li WL, Yang J. Identification of driving genes of familial adenomatous polyposis by differential gene expression analysis and weighted gene co-expression network analysis. Technol Health Care 2024; 32:1675-1696. [PMID: 38073344 PMCID: PMC11091565 DOI: 10.3233/thc-230719] [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: 06/01/2023] [Accepted: 10/07/2023] [Indexed: 05/12/2024]
Abstract
BACKGROUND Despite the advancement of new screening strategies and the advances in pharmacological therapies, the cancerization rates of familial adenomatous polyposis (FAP) are stable and even increased in the last years. Therefore, it necessitates additional research to characterize and understand the underlying mechanisms of FAP. OBJECTIVE To determine the genes that drive the pathogenesis of familial adenomatous polyposis (FAP). METHODS We performed on a cohort (GSE111156) gene profile, which consist of four group of gene expressions (the gene expressions of cancer, adenoma and normal tissue of duodenal cancer from patients with FAP were defined as Case N, Case A and Case C respectively, while that of adenoma tissue from patients with FAP who did not have duodenal cancer was Ctrl A). Tracking Tumor Immunophenotype (TIP) website was applied to reveal immune infiltration profile and signature genes of FAP. We merged the genes of key module (pink and midnight module) with signature genes to obtained the biomarkers related with FAP pathogenesis. The expression of these five biomarkers in FAP intratumoral region (IT) and tumor rim (TR) was detected with Quantitative Real-Time Polymerase Chain Reaction (qRT-PCR). RESULTS In total, 220, 23 and 63 DEGs were determined in Cases C, A and N, in comparison to Ctrl A. In total, 196 and 10 DEGs were determined in Cases C and A, separately, as compared to Case N. A total of four biomarkers including CCL5, CD3G, CD2 and TLR3 were finally identified associated with pink module, while only one biomarker (KLF2) associated with midnight module was identified. All biomarkers were evidently raised in FAP IT tissues utilizing qRT-PCR. CONCLUSION We identified five potential biomarkers for pathogenesis of FAP to understand the fundamental mechanisms of FAP progression and revealed some probable targets for the diagnosis or treatment of FAP.
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Affiliation(s)
- Wan-Rong Lin
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Wei-Qing Liu
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
- Department of Internal Medicine-Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Xuan-Yu Meng
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Xiao-Ting Liu
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Zhi-Yong Kou
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Wen-Liang Li
- Colorectal Cancer Clinical Research Center, Third Affiliated Hospital, Kunming Medical University, Kunming, Yunnan, China
| | - Jun Yang
- Department of Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
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11
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Constantinescu-Bercu A, Lobiuc A, Căliman-Sturdza OA, Oiţă RC, Iavorschi M, Pavăl NE, Șoldănescu I, Dimian M, Covasa M. Long COVID: Molecular Mechanisms and Detection Techniques. Int J Mol Sci 2023; 25:408. [PMID: 38203577 PMCID: PMC10778767 DOI: 10.3390/ijms25010408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 12/25/2023] [Accepted: 12/26/2023] [Indexed: 01/12/2024] Open
Abstract
Long COVID, also known as post-acute sequelae of SARS-CoV-2 infection (PASC), has emerged as a significant health concern following the COVID-19 pandemic. Molecular mechanisms underlying the occurrence and progression of long COVID include viral persistence, immune dysregulation, endothelial dysfunction, and neurological involvement, and highlight the need for further research to develop targeted therapies for this condition. While a clearer picture of the clinical symptomatology is shaping, many molecular mechanisms are yet to be unraveled, given their complexity and high level of interaction with other metabolic pathways. This review summarizes some of the most important symptoms and associated molecular mechanisms that occur in long COVID, as well as the most relevant molecular techniques that can be used in understanding the viral pathogen, its affinity towards the host, and the possible outcomes of host-pathogen interaction.
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Affiliation(s)
- Adela Constantinescu-Bercu
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
| | - Andrei Lobiuc
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
| | - Olga Adriana Căliman-Sturdza
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
- Suceava Emergency Clinical County Hospital, 720224 Suceava, Romania
| | - Radu Cristian Oiţă
- Integrated Center for Research, Development and Innovation for Advanced Materials, Nanotechnologies, Manufacturing and Control Distributed Systems (MANSiD), Ştefan cel Mare University of Suceava, 720229 Suceava, Romania; (R.C.O.); (I.Ș.); (M.D.)
| | - Monica Iavorschi
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
| | - Naomi-Eunicia Pavăl
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
| | - Iuliana Șoldănescu
- Integrated Center for Research, Development and Innovation for Advanced Materials, Nanotechnologies, Manufacturing and Control Distributed Systems (MANSiD), Ştefan cel Mare University of Suceava, 720229 Suceava, Romania; (R.C.O.); (I.Ș.); (M.D.)
| | - Mihai Dimian
- Integrated Center for Research, Development and Innovation for Advanced Materials, Nanotechnologies, Manufacturing and Control Distributed Systems (MANSiD), Ştefan cel Mare University of Suceava, 720229 Suceava, Romania; (R.C.O.); (I.Ș.); (M.D.)
- Department of Computers, Electronics and Automation, Ştefan cel Mare University of Suceava, 720229 Suceava, Romania
| | - Mihai Covasa
- Department of Biomedical Sciences, Faculty of Medicine and Biological Sciences, “Ştefan cel Mare” University of Suceava, 720229 Suceava, Romania; (A.C.-B.); (O.A.C.-S.); (M.I.); (N.-E.P.); (M.C.)
- Department of Basic Medical Sciences, College of Osteopathic Medicine, Western University of Health Sciences, Pomona, CA 91711, USA
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12
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Shafqat A, Omer MH, Albalkhi I, Alabdul Razzak G, Abdulkader H, Abdul Rab S, Sabbah BN, Alkattan K, Yaqinuddin A. Neutrophil extracellular traps and long COVID. Front Immunol 2023; 14:1254310. [PMID: 37828990 PMCID: PMC10565006 DOI: 10.3389/fimmu.2023.1254310] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 09/06/2023] [Indexed: 10/14/2023] Open
Abstract
Post-acute COVID-19 sequelae, commonly known as long COVID, encompasses a range of systemic symptoms experienced by a significant number of COVID-19 survivors. The underlying pathophysiology of long COVID has become a topic of intense research discussion. While chronic inflammation in long COVID has received considerable attention, the role of neutrophils, which are the most abundant of all immune cells and primary responders to inflammation, has been unfortunately overlooked, perhaps due to their short lifespan. In this review, we discuss the emerging role of neutrophil extracellular traps (NETs) in the persistent inflammatory response observed in long COVID patients. We present early evidence linking the persistence of NETs to pulmonary fibrosis, cardiovascular abnormalities, and neurological dysfunction in long COVID. Several uncertainties require investigation in future studies. These include the mechanisms by which SARS-CoV-2 brings about sustained neutrophil activation phenotypes after infection resolution; whether the heterogeneity of neutrophils seen in acute SARS-CoV-2 infection persists into the chronic phase; whether the presence of autoantibodies in long COVID can induce NETs and protect them from degradation; whether NETs exert differential, organ-specific effects; specifically which NET components contribute to organ-specific pathologies, such as pulmonary fibrosis; and whether senescent cells can drive NET formation through their pro-inflammatory secretome in long COVID. Answering these questions may pave the way for the development of clinically applicable strategies targeting NETs, providing relief for this emerging health crisis.
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Affiliation(s)
- Areez Shafqat
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | - Mohamed H. Omer
- School of Medicine, Cardiff University, Cardiff, United Kingdom
| | | | | | | | | | | | - Khaled Alkattan
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
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13
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Ntinopoulou M, Cassimos D, Roupakia E, Kolettas E, Panopoulou M, Mantadakis E, Konstantinidis T, Chrysanthopoulou A. Ιnterleukin-17A-Enriched Neutrophil Extracellular Traps Promote Immunofibrotic Aspects of Childhood Asthma Exacerbation. Biomedicines 2023; 11:2104. [PMID: 37626601 PMCID: PMC10452671 DOI: 10.3390/biomedicines11082104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 07/21/2023] [Accepted: 07/24/2023] [Indexed: 08/27/2023] Open
Abstract
Childhood asthma is a chronic inflammatory airway disorder that can drive tissue remodeling. Neutrophils are amongst the most prominent inflammatory cells contributing to disease manifestations and may exert a potent role in the progression of inflammation to fibrosis. However, their role in asthma exacerbation is still understudied. Here, we investigate the association between neutrophil extracellular traps (NETs) and lung fibroblasts in childhood asthma pathophysiology using serum samples from pediatric patients during asthma exacerbation. Cell-based assays and NETs/human fetal lung fibroblast co-cultures were deployed. Increased levels of NETs and interleukin (IL)-17A were detected in the sera of children during asthma exacerbation. The in vitro stimulation of control neutrophils using the sera from pediatric patients during asthma exacerbation resulted in IL-17A-enriched NET formation. The subsequent co-incubation of lung fibroblasts with in vitro-generated IL-17A-enriched NETs led fibroblasts to acquire a pre-fibrotic phenotype, as assessed via enhanced CCN2 expression, migratory/healing capacity, and collagen release. These data uncover the important pathogenic role of the NET/IL-17A axis in asthma exacerbation, linking lung inflammation to fibroblast dysfunction and fibrosis.
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Affiliation(s)
- Maria Ntinopoulou
- Laboratory of Molecular Immunology, Department of Biological Applications and Technology, School of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (M.N.); (T.K.)
| | - Dimitrios Cassimos
- Department of Pediatrics, University General Hospital of Alexandroupolis, Democritus University of Thrace Medical School, 68100 Thrace, Greece; (D.C.); (E.M.)
| | - Eugenia Roupakia
- Laboratory of Biology, School of Medicine, Faculty of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (E.R.); (E.K.)
- Biomedical Research Institute, Foundation for Research and Technology-Hellas, 45110 Ioannina, Greece
| | - Evangelos Kolettas
- Laboratory of Biology, School of Medicine, Faculty of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (E.R.); (E.K.)
- Biomedical Research Institute, Foundation for Research and Technology-Hellas, 45110 Ioannina, Greece
| | - Maria Panopoulou
- Department of Microbiology, University General Hospital of Alexandroupolis, Democritus University of Thrace Medical School, 68100 Thrace, Greece;
| | - Elpis Mantadakis
- Department of Pediatrics, University General Hospital of Alexandroupolis, Democritus University of Thrace Medical School, 68100 Thrace, Greece; (D.C.); (E.M.)
| | - Theocharis Konstantinidis
- Laboratory of Molecular Immunology, Department of Biological Applications and Technology, School of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (M.N.); (T.K.)
| | - Akrivi Chrysanthopoulou
- Laboratory of Molecular Immunology, Department of Biological Applications and Technology, School of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (M.N.); (T.K.)
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14
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Zoran MA, Savastru RS, Savastru DM, Tautan MN. Peculiar weather patterns effects on air pollution and COVID-19 spread in Tokyo metropolis. ENVIRONMENTAL RESEARCH 2023; 228:115907. [PMID: 37080275 PMCID: PMC10111861 DOI: 10.1016/j.envres.2023.115907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 04/11/2023] [Accepted: 04/12/2023] [Indexed: 05/03/2023]
Abstract
As a pandemic hotspot in Japan, between March 1, 2020-October 1, 2022, Tokyo metropolis experienced seven COVID-19 waves. Motivated by the high rate of COVID-19 incidence and mortality during the seventh wave, and environmental/health challenges we conducted a time-series analysis to investigate the long-term interaction of air quality and climate variability with viral pandemic in Tokyo. Through daily time series geospatial and observational air pollution/climate data, and COVID-19 incidence and death cases, this study compared the environmental conditions during COVID-19 multiwaves. In spite of five State of Emergency (SOEs) restrictions associated with COVID-19 pandemic, during (2020-2022) period air quality recorded low improvements relative to (2015-2019) average annual values, namely: Aerosol Optical Depth increased by 9.13% in 2020 year, and declined by 6.64% in 2021, and 12.03% in 2022; particulate matter PM2.5 and PM10 decreased during 2020, 2021, and 2022 years by 10.22%, 62.26%, 0.39%, and respectively by 4.42%, 3.95%, 5.76%. For (2021-2022) period the average ratio of PM2.5/PM10 was (0.319 ± 0.1640), showing a higher contribution to aerosol loading of traffic-related coarse particles in comparison with fine particles. The highest rates of the daily recorded COVID-19 incidence and death cases in Tokyo during the seventh COVID-19 wave (1 July 2022-1 October 2022) may be attributed to accumulation near the ground of high levels of air pollutants and viral pathogens due to: 1) peculiar persistent atmospheric anticyclonic circulation with strong positive anomalies of geopotential height at 500 hPa; 2) lower levels of Planetary Boundary Layer (PBL) heights; 3) high daily maximum air temperature and land surface temperature due to the prolonged heat waves (HWs) in summer 2022; 4) no imposed restrictions. Such findings can guide public decision-makers to design proper strategies to curb pandemics under persistent stable anticyclonic weather conditions and summer HWs in large metropolitan areas.
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Affiliation(s)
- Maria A Zoran
- IT Department, National Institute of R&D for Optoelectronics, Atomistilor Street 409, MG5, Magurele-Bucharest, 077125, Romania.
| | - Roxana S Savastru
- IT Department, National Institute of R&D for Optoelectronics, Atomistilor Street 409, MG5, Magurele-Bucharest, 077125, Romania
| | - Dan M Savastru
- IT Department, National Institute of R&D for Optoelectronics, Atomistilor Street 409, MG5, Magurele-Bucharest, 077125, Romania
| | - Marina N Tautan
- IT Department, National Institute of R&D for Optoelectronics, Atomistilor Street 409, MG5, Magurele-Bucharest, 077125, Romania
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15
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Santoni D, Ghosh N, Derelitto C, Saha I. Transcription Factor Driven Gene Regulation in COVID-19 Patients. Viruses 2023; 15:v15051188. [PMID: 37243274 DOI: 10.3390/v15051188] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 05/11/2023] [Accepted: 05/15/2023] [Indexed: 05/28/2023] Open
Abstract
SARS-CoV-2 and its many variants have caused a worldwide emergency. Host cells colonised by SARS-CoV-2 present a significantly different gene expression landscape. As expected, this is particularly true for genes that directly interact with virus proteins. Thus, understanding the role that transcription factors can play in driving differential regulation in patients affected by COVID-19 is a focal point to unveil virus infection. In this regard, we have identified 19 transcription factors which are predicted to target human proteins interacting with Spike glycoprotein of SARS-CoV-2. Transcriptomics RNA-Seq data derived from 13 human organs are used to analyse expression correlation between identified transcription factors and related target genes in both COVID-19 patients and healthy individuals. This resulted in the identification of transcription factors showing the most relevant impact in terms of most evident differential correlation between COVID-19 patients and healthy individuals. This analysis has also identified five organs such as the blood, heart, lung, nasopharynx and respiratory tract in which a major effect of differential regulation mediated by transcription factors is observed. These organs are also known to be affected by COVID-19, thereby providing consistency to our analysis. Furthermore, 31 key human genes differentially regulated by the transcription factors in the five organs are identified and the corresponding KEGG pathways and GO enrichment are also reported. Finally, the drugs targeting those 31 genes are also put forth. This in silico study explores the effects of transcription factors on human genes interacting with Spike glycoprotein of SARS-CoV-2 and intends to provide new insights to inhibit the virus infection.
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Affiliation(s)
- Daniele Santoni
- Institute for System Analysis and Computer Science "Antonio Ruberti", National Research Council of Italy, 00185 Rome, Italy
| | - Nimisha Ghosh
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, 02-097 Warsaw, Poland
- Department of Computer Science and Information Technology, Institute of Technical Education and Research, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar 751030, India
| | - Carlo Derelitto
- Institute for System Analysis and Computer Science "Antonio Ruberti", National Research Council of Italy, 00185 Rome, Italy
- Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum-University of Bologna, 40138 Bologna, Italy
| | - Indrajit Saha
- Department of Computer Science and Engineering, National Institute of Technical Teachers' Training and Research, Kolkata 700106, India
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