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Cetin-Atalay R, Meliton AY, Tian Y, Sun KA, Woods PS, Shin KWD, Cho T, Gileles-Hillel A, Hamanaka RB, Mutlu GM. Sustained hypoxia but not intermittent hypoxia induces HIF-1α transcriptional response in human aortic endothelial cells. Mol Omics 2025; 21:19-31. [PMID: 39513671 PMCID: PMC11563308 DOI: 10.1039/d4mo00142g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 10/19/2024] [Indexed: 11/15/2024]
Abstract
Obstructive sleep apnea (OSA) is characterized by intermittent hypoxic environments at the cellular level and is an independent risk factor for the development of cardiovascular disease. Endothelial cell (EC) dysfunction precedes the development of cardiovascular disease; however, the mechanisms by which ECs respond to these intermittent hypoxic events are poorly understood. To better understand EC responses to hypoxia, we examined the effects of sustained hypoxia (SH) and intermittent hypoxia (IH) on the activation of HIF-1α in ECs. While SH stabilized HIF-1α and led to its nuclear localization, IH did not activate HIF-1α and the expression of its target genes. Using RNA-sequencing, we evaluated transcriptional responses of ECs to hypoxia. SH induced the expression of HIF-1α and hypoxia response genes, while IH affected cell-cycle regulation genes. A cytoscape protein-protein interaction network for EC response to hypoxia was created with differentially expressed genes. The network comprises cell-cycle regulation, inflammatory signaling via NF-κB and response to VEGF stimulus subnetworks on which SH and IH had distinct activities. As OSA is associated with elevated catecholamines, we investigated the effect of epinephrine on the EC response to SH and IH. Transcriptomic responses under IH and epinephrine revealed protein-protein interaction networks emphasizing distinct subnetworks, including cytokine-mediated TNFα signaling via NF-κB, Wnt/LRP/DKK signaling and cell cycle regulation. This study reveals differential transcriptomic responses under SH and IH characterised by HIF-1α transcriptional response induced only by SH, but not by IH. The study also features the potential molecular events that may occur at the vascular level in OSA.
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Affiliation(s)
- Rengul Cetin-Atalay
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
| | - Angelo Y Meliton
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
| | - Yufeng Tian
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
| | - Kaitlyn A Sun
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
| | - Parker S Woods
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
| | - Kun Woo D Shin
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
| | - Takugo Cho
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
| | - Alex Gileles-Hillel
- Department of Pediatrics, Hadassah Medical Center, Hebrew University, Jerusalem, Israel
| | - Robert B Hamanaka
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
| | - Gökhan M Mutlu
- Department of Medicine, Section of Pulmonary and Critical Care Medicine, University of Chicago, Chicago, IL, USA.
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Saba L, Maindarkar M, Khanna NN, Puvvula A, Faa G, Isenovic E, Johri A, Fouda MM, Tiwari E, Kalra MK, Suri JS. An Artificial Intelligence-Based Non-Invasive Approach for Cardiovascular Disease Risk Stratification in Obstructive Sleep Apnea Patients: A Narrative Review. Rev Cardiovasc Med 2024; 25:463. [PMID: 39742217 PMCID: PMC11683711 DOI: 10.31083/j.rcm2512463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 10/01/2024] [Accepted: 10/18/2024] [Indexed: 01/03/2025] Open
Abstract
Background Obstructive sleep apnea (OSA) is a severe condition associated with numerous cardiovascular complications, including heart failure. The complex biological and morphological relationship between OSA and atherosclerotic cardiovascular disease (ASCVD) poses challenges in predicting adverse cardiovascular outcomes. While artificial intelligence (AI) has shown potential for predicting cardiovascular disease (CVD) and stroke risks in other conditions, there is a lack of detailed, bias-free, and compressed AI models for ASCVD and stroke risk stratification in OSA patients. This study aimed to address this gap by proposing three hypotheses: (i) a strong relationship exists between OSA and ASCVD/stroke, (ii) deep learning (DL) can stratify ASCVD/stroke risk in OSA patients using surrogate carotid imaging, and (iii) including OSA risk as a covariate with cardiovascular risk factors can improve CVD risk stratification. Methods The study employed the Preferred Reporting Items for Systematic reviews and Meta-analyses (PRISMA) search strategy, yielding 191 studies that link OSA with coronary, carotid, and aortic atherosclerotic vascular diseases. This research investigated the link between OSA and CVD, explored DL solutions for OSA detection, and examined the role of DL in utilizing carotid surrogate biomarkers by saving costs. Lastly, we benchmark our strategy against previous studies. Results (i) This study found that CVD and OSA are indirectly or directly related. (ii) DL models demonstrated significant potential in improving OSA detection and proved effective in CVD risk stratification using carotid ultrasound as a biomarker. (iii) Additionally, DL was shown to be useful for CVD risk stratification in OSA patients; (iv) There are important AI attributes such as AI-bias, AI-explainability, AI-pruning, and AI-cloud, which play an important role in CVD risk for OSA patients. Conclusions DL provides a powerful tool for CVD risk stratification in OSA patients. These results can promote several recommendations for developing unique, bias-free, and explainable AI algorithms for predicting ASCVD and stroke risks in patients with OSA.
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Affiliation(s)
- Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria, 40138 Cagliari, Italy
| | - Mahesh Maindarkar
- School of Bioengineering Sciences and Research, MIT Art, Design and Technology University, 412021 Pune, India
| | - Narendra N. Khanna
- Department of Cardiology, Indraprastha APOLLO Hospitals, 110001 New Delhi, India
| | - Anudeep Puvvula
- Department of Radiology, and Pathology, Annu’s Hospitals for Skin and Diabetes, 524101 Nellore, India
| | - Gavino Faa
- Department of Radiology, and Pathology, Azienda Ospedaliero Universitaria, 09123 Cagliari, Italy
- Now with Department of Medical Sciences and Public Health, University of Cagliari, 09124 Cagliari, Italy
| | - Esma Isenovic
- Department of Radiobiology and Molecular Genetics, National Institute of the Republic of Serbia, University of Belgrade, 192204 Belgrade, Serbia
| | - Amer Johri
- Department of Medicine, Division of Cardiology, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Mostafa M. Fouda
- Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA
| | - Ekta Tiwari
- Cardiology Imaging, Visvesvaraya National Institute of Technology Nagpur, 440010 Nagpur, India
| | - Manudeep K. Kalra
- Department of Radiology, Harvard Medical School, Boston, MA 02115, USA
| | - Jasjit S. Suri
- University Center for Research & Development, Chandigarh University, 140413 Mohali, India
- Department of CE, Graphics Era Deemed to be University, 248002 Dehradun, India
- Symbiosis Institute of Technology, Nagpur Campus, Symbiosis International (Deemed University), 440008 Pune, India
- Stroke Diagnostic and Monitoring Division, AtheroPoint™️, Roseville, CA 95661, USA
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Gao S, Shan D, Tang Y. Identification biomarkers in disease progression of obstructive sleep apnea from children serum based on WGCNA and Mfuzz. Front Neurol 2024; 15:1452507. [PMID: 39410993 PMCID: PMC11473293 DOI: 10.3389/fneur.2024.1452507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 09/19/2024] [Indexed: 10/19/2024] Open
Abstract
Obstructive sleep apnea (OSA) syndrome is a prevalent form of respiratory sleep disorder, with an increasing prevalence among children. The consequences of OSA include obesity, diabetes, cardiovascular disease, and neuropsychological diseases. Despite its pervasive impact, a significant proportion of individuals especially children remain unaware that they suffer from OSA. Consequently, there is an urgent need for an accessible diagnostic approach. In this study, we conducted a bioinformatic analysis to identify potential biomarkers from a proteomics dataset comprising serum samples from children with OSA in the progression stage. In the Gene Set Enrichment Analysis (GSEA), we observed that the complement and immune response pathways persisted throughout the development of OSA and could be detected in the early stages. Subsequent to soft clustering and WGCNA analysis, it was revealed that the Hippo pathway, including ITGAL and FERMT3, plays a role in mild OSA. The analysis revealed a significant alteration of the complement and coagulation pathways, including TFPI and MLB2, in moderate OSA. In severe OSA, there was an association between hypoxia and the extracellular matrix (ECM) receptor interaction and collagen binding. In summary, it can be posited that the systemic inflammation may persist throughout the progression of OSA. Furthermore, severe OSA is characterized by abnormal vascular endothelial function, which may be attributed to chronic hypoxia. Finally, four potential biomarkers (ITGAL, TFPI, TTR, ANTXR1) were identified based on LASSO regression, and a prediction model for OSA progression was constructed based on the biomarkers.
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Affiliation(s)
- Simin Gao
- Department of Otolaryngology-Head and Neck Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Otolaryngology-Head and Neck Surgery, Sleep Medicine Center, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Dan Shan
- Department of Otolaryngology-Head and Neck Surgery, Sleep Medicine Center, West China School of Public Health and West China Forth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuedi Tang
- Department of Otolaryngology-Head and Neck Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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Liu B, Si J, Qi K, Li D, Li T, Tang Y, Ji E, Yang S. Chronic intermittent hypoxia aggravated diabetic cardiomyopathy through LKB1/AMPK/Nrf2 signaling pathway. PLoS One 2024; 19:e0296792. [PMID: 38452099 PMCID: PMC10919874 DOI: 10.1371/journal.pone.0296792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 12/19/2023] [Indexed: 03/09/2024] Open
Abstract
Chronic intermittent hypoxia (CIH) may play an important role in the development of diabetic cardiomyopathy (DCM). However, the exact mechanism of CIH-induced myocardial injury in DCM remains unclear. In vivo, the db/db mice exposed to CIH were established, and in vitro, the H9C2 cells were exposed to high glucose (HG) combined with intermittent hypoxia (IH). The body weight (BW), fasting blood glucose (FBG) and food intake were measured every two weeks. The glycolipid metabolism was assessed with the oral glucose tolerance test (OGTT) and insulin resistance (IR). Cardiac function was detected by echocardiography. Cardiac pathology was detected by HE staining, Masson staining, and transmission electron microscopy. The level of reactive oxygen species (ROS) in myocardial tissue was detected by dihydroethidium (DHE). The apoptosis was detected by TUNEL staining. The cell viability, ROS, and the mitochondrial membrane potential were detected by the cell counting kit-8 (CCK-8) assay and related kits. Western blotting was used to analyze the liver kinase B1/AMP-activated protein kinase/ nuclear factor-erythroid 2-related factor 2 (LKB1/AMPK/Nrf2) signaling pathway. CIH exposure accelerated glycolipid metabolism disorders and cardiac injury, and increased the level of cardiac oxidative stress and the number of positive apoptotic cells in db/db mice. IH and HG decreased the cell viability and the level of mitochondrial membrane potential, and increased ROS expression in H9C2 cells. These findings indicate that CIH exposure promotes glycolipid metabolism disorders and myocardial apoptosis, aggravating myocardial injury via the LKB1/AMPK/Nrf2 pathway in vitro and in vivo.
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Affiliation(s)
- Bingbing Liu
- Department of Physiology, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, People’s Republic of China
| | - Jianchao Si
- Department of Physiology, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, People’s Republic of China
| | - Kerong Qi
- Department of Physiology, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, People’s Republic of China
| | - Dongli Li
- Department of Physiology, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, People’s Republic of China
| | - Tingting Li
- Department of Physiology, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, People’s Republic of China
| | - Yi Tang
- Department of Physiology, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, People’s Republic of China
| | - Ensheng Ji
- Department of Physiology, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, People’s Republic of China
- Hebei Technology Innovation Center of TCM Combined Hydrogen Medicine, Shijiazhuang, Hebei, People’s Republic of China
| | - Shengchang Yang
- Department of Physiology, Hebei University of Chinese Medicine, Shijiazhuang, Hebei, People’s Republic of China
- Hebei Technology Innovation Center of TCM Combined Hydrogen Medicine, Shijiazhuang, Hebei, People’s Republic of China
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Nosetti LM, Tirelli C, Marino F, Gaiazzi M, Sacchi L, De Amici M, Barocci F, Maio R, Cosentino M, Nespoli L. Cytokines and Obstructive Sleep Apnea in Childhood: Study of a Group of Children. BIOLOGICS 2024; 4:44-54. [DOI: 10.3390/biologics4010004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Introduction: Obstructive Sleep Apnea (OSA) in children is characterized by repeated episodes of partial or complete obstruction of the upper airways that impair normal ventilation and cause hypoxia and sleep disruption. These episodes activate innate and adaptive immunity resulting in the production of proinflammatory cytokines: IL-1β, IL-6, TNF-α, and reactive oxygen species. The hypothalamic–pituitary–adrenal (HPT) axis is also activated with alteration of the circadian rhythm of cortisol synthesis. OSA in children, and even more in adults, induces a systemic inflammatory condition that contributes to the genesis of clinical complications: poor growth, learning disabilities, cardiovascular changes, insulin resistance, and metabolic syndrome. Methods: A total of 42 non-obese children (age 1–15 years) were enrolled among those sent to our sleep center to perform full polysomnography (PSG). After PSG, 6 children did not show OSA (controls), 20 had mild OSA (m OSA), and 16 had medium-severe OSA (MS OSA). In vitro IL-1β, TNF-α, and serum cortisol levels were measured at 2 and 8 am in the analyzed groups. Results: Cortisol levels did not differ between controls and OSA children. At 2 am, there were no differences between controls and OSA in TNF-α production, whereas at 8 am, TNF-α was reduced in MS-OSA. IL-1β production showed no differences between OSA and controls. Conclusions: In our population, only TNF-α production is suppressed in MS-OSA: this might indicate a role of OSA severity in inducing inflammation. In adults, the phenomenon is more pronounced due to the habitual greater severity/duration of OSA, presence of comorbidities (cardiovascular and metabolic), and different immune system function.
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Affiliation(s)
- Luana Maria Nosetti
- Department of Clinical and Experimental Medicine, University of Insubria, 21100 Varese, Italy
| | - Claudio Tirelli
- Pulmonology Unit, ASST Santi Paolo e Carlo, Department of Health Sciences, University of Milan, 20122 Milan, Italy
| | - Franca Marino
- Department of Clinical and Experimental Medicine, University of Insubria, 21100 Varese, Italy
- Center of Research in Medical Pharmacology, University of Insubria, 21100 Varese, Italy
| | - Michela Gaiazzi
- Department of Clinical and Experimental Medicine, University of Insubria, 21100 Varese, Italy
| | - Lucia Sacchi
- Department of Electrical, Computer and Biomedical Engineering, University of Pavia, 27100 Pavia, Italy
| | - Mara De Amici
- Immuno-Allergology Laboratory of the Clinical Chemistry Unit, Pediatric Clinic Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Fiorella Barocci
- Formerly Medicine Unit Laboratory, ASST Rhodense Garbagnate Milanese, 20024 Rho, Italy
| | - Ramona Maio
- Department of Clinical and Experimental Medicine, University of Insubria, 21100 Varese, Italy
| | - Marco Cosentino
- Center of Research in Medical Pharmacology, University of Insubria, 21100 Varese, Italy
| | - Luigi Nespoli
- Clinic of Pediatrics, University of Insubria, 21100 Varese, Italy
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Chaszczewska-Markowska M, Górna K, Bogunia-Kubik K, Brzecka A, Kosacka M. The Influence of Comorbidities on Chemokine and Cytokine Profile in Obstructive Sleep Apnea Patients: Preliminary Results. J Clin Med 2023; 12:jcm12030801. [PMID: 36769452 PMCID: PMC9918226 DOI: 10.3390/jcm12030801] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 01/14/2023] [Accepted: 01/16/2023] [Indexed: 01/20/2023] Open
Abstract
INTRODUCTION Obstructive sleep apnea (OSA) is frequently associated with a chronic inflammatory state and cardiovascular/metabolic complications. The aim of this study was to evaluate the influence of certain comorbidities on a panel of 45 chemokines and cytokines in OSA patients with special regard to their possible association with cardiovascular diseases. MATERIAL AND METHODS This cross-sectional study was performed on 61 newly diagnosed OSA patients. For the measurement of the plasma concentration of chemokines and cytokines, the magnetic bead-based multiplex assay for the Luminex® platform was used. RESULTS In the patients with concomitant COPD, there were increased levels of pro-inflammatory cytokines (CCL11, CD-40 ligand) and decreased anti-inflammatory cytokine (IL-10), while in diabetes, there were increased levels of pro-inflammatory cytokines (IL-6, TRIAL). Obesity was associated with increased levels of both pro-inflammatory (IL-13) and anti-inflammatory (IL-1RA) cytokines. Hypertension was associated with increased levels of both pro-inflammatory (CCL3) and anti-inflammatory (IL-10) cytokines. Increased daytime pCO2, low mean nocturnal SaO2, and the oxygen desaturation index were associated with increased levels of pro-inflammatory cytokines (CXCL1, PDGF-AB, TNF-α, and IL-15). CONCLUSIONS In OSA patients with concomitant diabetes and COPD, elevated levels of certain pro-inflammatory and decreased levels of certain anti-inflammatory cytokines may favor the persistence of a chronic inflammatory state with further consequences. Nocturnal hypoxemia, frequent episodes of desaturation, and increased daytime pCO2 are factors contributing to the chronic inflammatory state in OSA patients.
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Affiliation(s)
- Monika Chaszczewska-Markowska
- Laboratory of Clinical Immunogenetics and Pharmacogenetics, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, 50-422 Wroclaw, Poland
| | - Katarzyna Górna
- Laboratory of Clinical Immunogenetics and Pharmacogenetics, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, 50-422 Wroclaw, Poland
- Correspondence:
| | - Katarzyna Bogunia-Kubik
- Laboratory of Clinical Immunogenetics and Pharmacogenetics, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, 50-422 Wroclaw, Poland
| | - Anna Brzecka
- Department of Pulmonology and Lung Oncology, Wroclaw Medical University, 53-439 Wroclaw, Poland
| | - Monika Kosacka
- Department of Pulmonology and Lung Oncology, Wroclaw Medical University, 53-439 Wroclaw, Poland
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Müller MB, Stihl C, Schmid A, Hirschberger S, Mitsigiorgi R, Holzer M, Patscheider M, Weiss BG, Reichel C, Hübner M, Uhl B. A novel OSA-related model of intermittent hypoxia in endothelial cells under flow reveals pronounced inflammatory pathway activation. Front Physiol 2023; 14:1108966. [PMID: 37123277 PMCID: PMC10133699 DOI: 10.3389/fphys.2023.1108966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 03/31/2023] [Indexed: 05/02/2023] Open
Abstract
Obstructive sleep apnea (OSA) is a common sleep-related breathing disorder characterized by recurrent episodes of upper airway obstruction and subsequent hypoxia. In patients with OSA, severity and number of these hypoxic events positively correlate with the extent of associated cardiovascular pathology. The molecular mechanisms underlying intermittent hypoxia (IH)-driven cardiovascular disease in OSA, however, remain poorly understood-partly due to the lack of adequate experimental models. Here, we present a novel experimental approach that utilizes primary human endothelial cells cultivated under shear stress. Oxygen partial pressure dynamics were adopted in our in vitro model according to the desaturation-reoxygenation patterns identified in polysomnographic data of severe OSA patients (n = 10, with 892 severe desaturations, SpO2<80%). Using western blot analysis, we detected a robust activation of the two major inflammatory pathways ERK and NF-κB in endothelial cells, whereas no HIF1α and HIF2α protein stabilization was observed. In line with these findings, mRNA and protein expression of the pro-inflammatory adhesion and signaling molecule ICAM-1 and the chemokine CCL2 were significantly increased. Hence, we established a novel in vitro model for deciphering OSA-elicited effects on the vascular endothelium. First data obtained in this model point to the endothelial activation of pro-inflammatory rather than hypoxia-associated pathways in OSA. Future studies in this model might contribute to the development of targeted strategies against OSA-induced, secondary cardiovascular disease.
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Affiliation(s)
- Martin B. Müller
- Department of Anaesthesiology and Intensive Care Medicine, Research Unit Molecular Medicine, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
- Walter Brendel Center of Experimental Medicine (WBex), Ludwig-Maximilians-University München (LMU), Munich, Germany
- *Correspondence: Martin B. Müller,
| | - Clemens Stihl
- Department of Otorhinolaryngology, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Annika Schmid
- Walter Brendel Center of Experimental Medicine (WBex), Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Simon Hirschberger
- Department of Anaesthesiology and Intensive Care Medicine, Research Unit Molecular Medicine, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
- Walter Brendel Center of Experimental Medicine (WBex), Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Rea Mitsigiorgi
- Walter Brendel Center of Experimental Medicine (WBex), Ludwig-Maximilians-University München (LMU), Munich, Germany
- Department of Otorhinolaryngology, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Martin Holzer
- Department of Otorhinolaryngology, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Martin Patscheider
- Department of Otorhinolaryngology, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Bernhard G. Weiss
- Department of Otorhinolaryngology, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Christoph Reichel
- Walter Brendel Center of Experimental Medicine (WBex), Ludwig-Maximilians-University München (LMU), Munich, Germany
- Department of Otorhinolaryngology, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Max Hübner
- Department of Anaesthesiology and Intensive Care Medicine, Research Unit Molecular Medicine, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
- Walter Brendel Center of Experimental Medicine (WBex), Ludwig-Maximilians-University München (LMU), Munich, Germany
| | - Bernd Uhl
- Walter Brendel Center of Experimental Medicine (WBex), Ludwig-Maximilians-University München (LMU), Munich, Germany
- Department of Otorhinolaryngology, LMU University Hospital, Ludwig-Maximilians-University München (LMU), Munich, Germany
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