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Farah R, Hanna T, Levin G. Is there a link between atrial fibrillation and Helicobacter pylori infections? Minerva Gastroenterol (Torino) 2024; 70:177-180. [PMID: 36745411 DOI: 10.23736/s2724-5985.23.03323-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Atrial fibrillation (AF) is the most common rhythm disturbance seen in clinical practice. Evidence emerged that suggested inflammation was associated with risk of AF. Helicobacter pylori (HP) cause gastric and esophageal inflammation, as well as systemic and vascular inflammation. These local and systemic inflammatory effects may increase the risk of AF. The pathogenesis of atrial fibrillation (AF) remains unknown. However, many recent studies point to an association between AF and inflammation because of a demonstrable significant correlation between the dysrhythmia and various biomarkers of inflammation. Given the suggested involvement of inflammation with this dysrhythmia, an initiating factor for inflammation has been sought. Chronic bacterial infection is the most likely event to initiate and maintain an inflammatory process. Recently, bacterial infections have been hypothesized to be involved in the pathogenesis of AF, and Helicobacter pylori and Chlamydia pneumoniae are two bacteria that have aroused interest. The aim of this study was to compare the prevalence of H. Pylori infection, proven by gastric biopsy, between AF patients and control group and the role of CRP, MPV, age and sex in patients with HP associated AF. METHODS We investigated one hundred eighty patients with HP in whom gastroscopy was done and/or urea breathe test because of dyspepsia and epigastric discomfort for eventual detecting the presence of H. pylori infection, and the prevalence of fibrillation in patients with HP, and whether age, sex, inflammatory markers are different in the two groups. The study was enrolled in the Department of Internal Medicine, Ziv Medical Center, Safed, Israel, from 2015 until 2019. RESULTS The prevalence is more pronounced in men with both atrial fibrillation and H. pylori, in terms of age we see that the incidence of atrial fibrillation is more relative in the older age P<0.001. There is no statistically significant difference in the inflammatory marker MPV between the two groups P<0.005. The levels of high-sensitivity C-reactive protein (hs-CRP) have been shown to be higher among patients with H. pylori with AF compared with the control group HP without AF statistically significant P<0.001. CONCLUSIONS There is a correlation between HP and AF, AF is more related to age and to an increased inflammation marker CRP in patients diagnosed with HP.
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Affiliation(s)
- Raymond Farah
- Department of Internal Medicine B, Ziv Medical Center, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel -
| | - Tony Hanna
- Department of Internal Medicine B, Ziv Medical Center, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Gadi Levin
- Department of Internal Medicine B, Ziv Medical Center, The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
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Fagone P, Mangano K, Basile MS, Munoz-Valle JF, Perciavalle V, Nicoletti F, Bendtzen K. Evaluation of Toll-like Receptor 4 (TLR4) Involvement in Human Atrial Fibrillation: A Computational Study. Genes (Basel) 2024; 15:634. [PMID: 38790263 PMCID: PMC11121426 DOI: 10.3390/genes15050634] [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: 03/27/2024] [Revised: 05/13/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024] Open
Abstract
In the present study, we have explored the involvement of Toll-like Receptor 4 (TLR4) in atrial fibrillation (AF), by using a meta-analysis of publicly available human transcriptomic data. The meta-analysis revealed 565 upregulated and 267 downregulated differentially expressed genes associated with AF. Pathway enrichment analysis highlighted a significant overrepresentation in immune-related pathways for the upregulated genes. A significant overlap between AF differentially expressed genes and TLR4-modulated genes was also identified, suggesting the potential role of TLR4 in AF-related transcriptional changes. Additionally, the analysis of other Toll-like receptors (TLRs) revealed a significant association with TLR2 and TLR3 in AF-related gene expression patterns. The examination of MYD88 and TICAM1, genes associated with TLR4 signalling pathways, indicated a significant yet nonspecific enrichment of AF differentially expressed genes. In summary, this study offers novel insights into the molecular aspects of AF, suggesting a pathophysiological role of TLR4 and other TLRs. By targeting these specific receptors, new treatments might be designed to better manage AF, offering hope for improved outcomes in affected patients.
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Affiliation(s)
- Paolo Fagone
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, Italy
| | - Katia Mangano
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, Italy
| | | | - José Francisco Munoz-Valle
- Institute for Research in Biomedical Sciences, University Center for Health Sciences, University of Guadalajara, Guadalajara 44100, Jalisco, Mexico
| | | | - Ferdinando Nicoletti
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, Italy
| | - Klaus Bendtzen
- Institute for Inflammation Research, Rigshospitalet University Hospital, 2100 Copenhagen, Denmark
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Vaccines and Atrial Fibrillation: A Real-World Pharmacovigilance Study Based on Vaccine Adverse Event Reporting System. Am J Ther 2023; 30:151-153. [PMID: 36892561 DOI: 10.1097/mjt.0000000000001546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2023]
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Parise O, Parise G, Vaidyanathan A, Occhipinti M, Gharaviri A, Tetta C, Bidar E, Maesen B, Maessen JG, La Meir M, Gelsomino S. Machine Learning to Identify Patients at Risk of Developing New-Onset Atrial Fibrillation after Coronary Artery Bypass. J Cardiovasc Dev Dis 2023; 10:jcdd10020082. [PMID: 36826578 PMCID: PMC9962068 DOI: 10.3390/jcdd10020082] [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: 12/04/2022] [Revised: 01/18/2023] [Accepted: 02/10/2023] [Indexed: 02/17/2023] Open
Abstract
BACKGROUND This study aims to get an effective machine learning (ML) prediction model of new-onset postoperative atrial fibrillation (POAF) following coronary artery bypass grafting (CABG) and to highlight the most relevant clinical factors. METHODS Four ML algorithms were employed to analyze 394 patients undergoing CABG, and their performances were compared: Multivariate Adaptive Regression Spline, Neural Network, Random Forest, and Support Vector Machine. Each algorithm was applied to the training data set to choose the most important features and to build a predictive model. The better performance for each model was obtained by a hyperparameters search, and the Receiver Operating Characteristic Area Under the Curve metric was selected to choose the best model. The best instances of each model were fed with the test data set, and some metrics were generated to assess the performance of the models on the unseen data set. A traditional logistic regression was also performed to be compared with the machine learning models. RESULTS Random Forest model showed the best performance, and the top five predictive features included age, preoperative creatinine values, time of aortic cross-clamping, body surface area, and Logistic Euro-Score. CONCLUSIONS The use of ML for clinical predictions requires an accurate evaluation of the models and their hyperparameters. Random Forest outperformed all other models in the clinical prediction of POAF following CABG.
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Affiliation(s)
- Orlando Parise
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Universiteitssingel 50, 6229 ER Maastricht, The Netherlands
- Department of Cardiac Surgery, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium
- Correspondence:
| | - Gianmarco Parise
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Universiteitssingel 50, 6229 ER Maastricht, The Netherlands
| | | | | | - Ali Gharaviri
- Institute of Computational Science, Università della Svizzera Italiana, 6900 Lugano, Switzerland
| | - Cecilia Tetta
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Universiteitssingel 50, 6229 ER Maastricht, The Netherlands
| | - Elham Bidar
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Universiteitssingel 50, 6229 ER Maastricht, The Netherlands
| | - Bart Maesen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Universiteitssingel 50, 6229 ER Maastricht, The Netherlands
| | - Jos G. Maessen
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Universiteitssingel 50, 6229 ER Maastricht, The Netherlands
| | - Mark La Meir
- Department of Cardiac Surgery, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium
| | - Sandro Gelsomino
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, Universiteitssingel 50, 6229 ER Maastricht, The Netherlands
- Department of Cardiac Surgery, Universitair Ziekenhuis Brussel, Laarbeeklaan 101, 1090 Brussels, Belgium
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Mărginean CD, Mărginean CO, Meliț LE. Helicobacter pylori-Related Extraintestinal Manifestations—Myth or Reality. CHILDREN 2022; 9:children9091352. [PMID: 36138661 PMCID: PMC9497822 DOI: 10.3390/children9091352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 08/29/2022] [Accepted: 09/01/2022] [Indexed: 11/16/2022]
Abstract
It is well documented that Helicobacter pylori (H. pylori) can cause both gastrointestinal and extraintestinal manifestations. The latter one represents a major burden in terms of diagnosis and treatment. H. pylori-associated systemic subclinical inflammation is mostly responsible for the development of extraintestinal manifestations, and its early eradication might result in preventing all adverse events related to their occurrence. Thus, it was suggested that H. pylori might be associated with iron deficiency anemia, thrombocytopenia (immune thrombocytopenic purpura), Schonlein Henoch purpura, failure to thrive, vitamin B12 deficiency, diabetes mellitus, body mass index, cardiovascular diseases, as well as certain neurological conditions. Nevertheless, studies showed both pros and cons in terms of the role of H. pylori in the development of previously mentioned clinical entity underlining the crucial need for further studies on these topics. Although most of these extraintestinal manifestations occur during adulthood, we must not forget that H. pylori infection is acquired mainly during childhood, and thus its early diagnosis and eradication might represent the cornerstone in the prevention of H. pylori-induced inflammatory status and consequently of all related extraintestinal conditions.
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Affiliation(s)
- Cristian Dan Mărginean
- Department of Pediatrics I, County Emergency Hospital Târgu Mureș, Gheorghe Marinescu Street No. 50, 540136 Târgu Mureș, Romania
| | - Cristina Oana Mărginean
- Department of Pediatrics I, “George Emil Palade” University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, Gheorghe Marinescu Street No. 38, 540136 Târgu Mureș, Romania
- Correspondence:
| | - Lorena Elena Meliț
- Department of Pediatrics I, “George Emil Palade” University of Medicine, Pharmacy, Science, and Technology of Târgu Mureș, Gheorghe Marinescu Street No. 38, 540136 Târgu Mureș, Romania
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Moula AI, Parrini I, Tetta C, Lucà F, Parise G, Rao CM, Mauro E, Parise O, Matteucci F, Gulizia MM, La Meir M, Gelsomino S. Obstructive Sleep Apnea and Atrial Fibrillation. J Clin Med 2022; 11:jcm11051242. [PMID: 35268335 PMCID: PMC8911205 DOI: 10.3390/jcm11051242] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/18/2022] [Accepted: 02/21/2022] [Indexed: 12/14/2022] Open
Abstract
Atrial fibrillation (AF) is the most common arrhythmia, increasing with age and comorbidities. Obstructive sleep apnea (OSA) is a chronic sleep disorder more common in older men. It has been shown that OSA is linked to AF. Nonetheless, the prevalence of OSA in patients with AF remains unknown because OSA is significantly underdiagnosed. This review, including 54,271 patients, carried out a meta-analysis to investigate the association between OSA and AF. We also performed a meta-regression to explore cofactors influencing this correlation. A strong link was found between these two disorders. The incidence of AF is 88% higher in patients with OSA. Age and hypertension independently strengthened this association, indicating that OSA treatment could help reduce AF recurrence. Further research is needed to confirm these findings. Atrial Fibrillation (AF) is the most common arrhythmia, increasing with age and comorbidities. Obstructive sleep apnea (OSA) is a regulatory respiratory disorder of partial or complete collapse of the upper airways during sleep leading to recurrent pauses in breathing. OSA is more common in older men. Evidence exists that OSA is linked to AF. Nonetheless, the prevalence of OSA in patients with AF remains unknown because OSA is underdiagnosed. In order to investigate the incidence of AF in OSA patients, we carried out a meta-analysis including 20 scientific studies with a total of 54,271 subjects. AF was present in 4801 patients of whom 2203 (45.9%) had OSA and 2598 (54.1%) did not. Of a total of 21,074 patients with OSA, 2203 (10.5%) had AF and 18,871 (89.5%) did not. The incidence of AF was 88% higher in patients with OSA. We performed a meta-regression to explore interacting factors potentially influencing the occurrence of AF in OSA. Older age and hypertension independently strengthened this association. The clinical significance of our results is that patients with OSA should be referred early to the cardiologist. Further research is needed for the definition of the mechanisms of association between AF and OSA.
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Affiliation(s)
- Amalia Ioanna Moula
- Cardiothoracic Department, Maastricht University Hospital, 6229 HX Maastricht, The Netherlands; (A.I.M.); (C.T.); (G.P.); (E.M.); (O.P.); (F.M.); (M.L.M.)
| | - Iris Parrini
- Cardiology Department, Mauriziano Umberto I Hospital, 10128 Torino, Italy; (I.P.); (C.M.R.)
| | - Cecilia Tetta
- Cardiothoracic Department, Maastricht University Hospital, 6229 HX Maastricht, The Netherlands; (A.I.M.); (C.T.); (G.P.); (E.M.); (O.P.); (F.M.); (M.L.M.)
| | - Fabiana Lucà
- Cardiology Department, Big Metropolitan Hospital, 89129 Reggio Calabria, Italy;
| | - Gianmarco Parise
- Cardiothoracic Department, Maastricht University Hospital, 6229 HX Maastricht, The Netherlands; (A.I.M.); (C.T.); (G.P.); (E.M.); (O.P.); (F.M.); (M.L.M.)
| | | | - Emanuela Mauro
- Cardiothoracic Department, Maastricht University Hospital, 6229 HX Maastricht, The Netherlands; (A.I.M.); (C.T.); (G.P.); (E.M.); (O.P.); (F.M.); (M.L.M.)
| | - Orlando Parise
- Cardiothoracic Department, Maastricht University Hospital, 6229 HX Maastricht, The Netherlands; (A.I.M.); (C.T.); (G.P.); (E.M.); (O.P.); (F.M.); (M.L.M.)
| | - Francesco Matteucci
- Cardiothoracic Department, Maastricht University Hospital, 6229 HX Maastricht, The Netherlands; (A.I.M.); (C.T.); (G.P.); (E.M.); (O.P.); (F.M.); (M.L.M.)
| | - Michele Massimo Gulizia
- Cardiology Department, Garibaldi Nesima Hospital, 95122 Catania, Italy;
- Heart Care Foundation, 50121 Firenze, Italy
| | - Mark La Meir
- Cardiothoracic Department, Maastricht University Hospital, 6229 HX Maastricht, The Netherlands; (A.I.M.); (C.T.); (G.P.); (E.M.); (O.P.); (F.M.); (M.L.M.)
- Cardiothoracic Department, Brussels University Hospital, 1099 Jette, Belgium
| | - Sandro Gelsomino
- Cardiothoracic Department, Maastricht University Hospital, 6229 HX Maastricht, The Netherlands; (A.I.M.); (C.T.); (G.P.); (E.M.); (O.P.); (F.M.); (M.L.M.)
- Cardiothoracic Department, Brussels University Hospital, 1099 Jette, Belgium
- Correspondence:
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Limosilactobacillus reuteri Strains as Adjuvants in the Management of Helicobacter pylori Infection. ACTA ACUST UNITED AC 2021; 57:medicina57070733. [PMID: 34357014 PMCID: PMC8306855 DOI: 10.3390/medicina57070733] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 07/10/2021] [Accepted: 07/13/2021] [Indexed: 01/10/2023]
Abstract
Helicobacter pylori (HP) is a Gram-negative bacterium which finds its suitable habitat in the stomach. The infection affects about half of the global population with high variability in prevalence among regions and for age. HP is the main causative agent of chronic active gastritis, peptic and duodenal ulcers, and may be the primary cause of gastric cancer or MALT lymphoma. Due to the high rate of failure of eradication therapy in various countries and the increase in antibiotic resistance reported in the literature, there is an ever wider need to seek alternative therapeutic treatments. Probiotics seem to be a promising solution. In particular, the Limosilactobacillus reuteri (L. reuteri) species is a Gram-positive bacterium and is commonly found in the microbiota of mammals. L. reuteri is able to survive the gastric acid environment and bile and to colonize the gastric mucosa. This species is able to inhibit the growth of several pathogenic bacteria through different mechanisms, keeping the homeostasis of the microbiota. In particular, it is able to secrete reuterin and reutericycline, substances that exhibit antimicrobial properties, among other molecules. Through the secretion of these and the formation of the biofilm, it has been found to strongly inhibit the growth of HP and, at higher concentrations, to kill it. Moreover, it reduces the expression of HP virulence factors. In clinical trials, L. reuteri has been shown to decrease HP load when used as a single treatment, but has not achieved statistical significance in curing infected patients. As an adjuvant of standard regimens with antibiotics and pump inhibitors, L. reuteri can be used not only to improve cure rates, but especially to decrease gastrointestinal symptoms, which are a common cause of lack of compliance and interruption of therapy, leading to new antibiotic resistance.
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Rivington J, Twohig P. Quantifying Risk Factors for Atrial Fibrillation: Retrospective Review of a Large Electronic Patient Database. J Atr Fibrillation 2020; 13:2365. [PMID: 34950310 DOI: 10.4022/jafib.2365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 07/14/2020] [Accepted: 07/28/2020] [Indexed: 11/10/2022]
Abstract
Background Despite the numerous comorbidities associated with atrial fibrillation (AF), the relative risk has been varying and not well-documented. Aim To quantify the risk of diseases associated with AF. Methods Population-based retrospective analysis in IBM Explorys (1999-2019), an electronic database with over 63 million patients in the United States. Odds ratios were calculated between AF and other diseases. AF patients were also stratified by age, gender, and race to assess trends of AF in different demographic groups. Results 1,812,620 patients had AF in the database. Congestive heart failure had the highest association with AF (OR 42.95). Cardiomyopathy, coronary artery disease, hypertension, and myocardial infarction all had odds greater than 15. Anemia of chronic disease and chronic kidney disease had odds greater than 18, the highest for chronic inflammatory conditions. Other conditions commonly associated with AF were found to have odds less than 8, including hyperthyroidism, alcohol use, and sleep apnea. Helicobacter pylori infection had the lowest odds at 1.98. Conclusions Epidemiologic information could be integrated with current clinical algorithms to more rapidly identify patients at risk of AF.
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Affiliation(s)
- Jaclyn Rivington
- Department of Cardiology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Patrick Twohig
- Department of Gastroenterology & Hepatology, University of Nebraska Medical Center, Omaha, NE, USA
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Franceschi F, Covino M, Roubaud Baudron C. Review: Helicobacter pylori and extragastric diseases. Helicobacter 2019; 24 Suppl 1:e12636. [PMID: 31486239 DOI: 10.1111/hel.12636] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 05/31/2019] [Accepted: 06/28/2019] [Indexed: 12/13/2022]
Abstract
In the last year, many studies have demonstrated a potential role of Helicobacter pylori in the pathogenic mechanisms of different extragastric diseases. While the role of H pylori in idiopathic thrombocytopenic purpura, idiopathic iron deficiency anemia, and vitamin B12 deficiency has already been demonstrated, there is growing evidence of other related conditions, especially cardiovascular, metabolic, and neurologic disorders, including neurodegenerative diseases. A summary of the results of the most relevant studies published over the last year on this attractive topic is presented in this review.
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Affiliation(s)
- Francesco Franceschi
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Marcello Covino
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Claire Roubaud Baudron
- CHU Bordeaux, Pôle de Gérontologie Clinique, Bordeaux, France.,University of Bordeaux, INSERM U1053 BaRITOn, Bordeaux, France
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