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Colacci M, Højbjerg Lassen MC. Can SGLT2 Inhibitors ERASe Arrhythmias? NEJM EVIDENCE 2024; 3:EVIDe2400277. [PMID: 39315871 DOI: 10.1056/evide2400277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Affiliation(s)
- Michael Colacci
- Department of Medicine, University of Toronto, Toronto, ON
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON
| | - Mats C Højbjerg Lassen
- Department of Cardiology, Copenhagen University Hospital-Herlev and Gentofte, Gentofte Hospitalsvej, Copenhagen
- Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Gentofte Hospitalsvej, Hellerup
- Department of Medicine, Cardiovascular Medicine Division, Brigham and Women's Hospital, Harvard Medical School, Boston
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Benedikt M, Oulhaj A, Rohrer U, Manninger M, Tripolt NJ, Pferschy PN, Aziz F, Wallner M, Kolesnik E, Gwechenberger M, Martinek M, Nürnberg M, Roithinger FX, Steinwender C, Widkal J, Leiter S, Zirlik A, Stühlinger M, Scherr D, Sourij H, von Lewinski D. Ertugliflozin to Reduce Arrhythmic Burden in Patients with ICDs/CRT-Ds. NEJM EVIDENCE 2024; 3:EVIDoa2400147. [PMID: 39217453 DOI: 10.1056/evidoa2400147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
BACKGROUND Sodium-glucose cotransporter 2 inhibitors (SGLT2is) have beneficial pleiotropic effects, contributing to improved cardiovascular and renal outcomes for patients with and without diabetes. The impact of SGLT2is on arrhythmic burden remains largely unexplored through randomized trials. METHODS In this multicenter, double-blind, randomized, placebo-controlled trial, we investigated the effects of ertugliflozin on arrhythmic burden among patients with heart failure with an ejection fraction less than 50%. All patients had an implantable cardioverter-defibrillator (ICD) with or without a cardiac resynchronization therapy device (CRT-D) and were randomized (1:1) to receive either ertugliflozin 5 mg once daily or placebo. The primary end point was the number of incident sustained (>30 seconds) ventricular tachycardia or ventricular fibrillation events from baseline to week 52. Secondary end points included the total number of non-sustained ventricular tachycardias, appropriate ICD therapies, changes in N-terminal pro-brain-type natriuretic peptide (NTproBNP) levels, and the number of heart failure hospitalizations. RESULTS Randomization was prematurely terminated, after class IA guideline recommendations were published for SGLT2is in patients with heart failure regardless of the ejection fraction. The final analysis included 46 patients (11% of the originally planned sample size). The yearly rate of the primary end point was 3.5 (95% confidence interval [CI] 2.8 to 4.4) with ertugliflozin compared with 13.3 with placebo (95% CI 11.8 to 14.8; rate ratio 0.16, 95% CI 0.04 to 0.61; P<0.001). There were no apparent differences in appropriate ICD therapies, hospitalizations, NTproBNP levels, or predefined adverse and serious adverse events. CONCLUSIONS Ertugliflozin reduced sustained ventricular tachycardia or ventricular fibrillation events in adults with heart failure and an ICD compared with placebo; however, our trial ended early and thus results should be interpreted with caution. (Funded by Investigator-initiated Studies Program of Merck Sharp & Dohme Corp and Pfizer; EudraCT number, 2020-002581-14; ClinicalTrials.gov number NCT04600921.).
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Affiliation(s)
- Martin Benedikt
- Department of Internal Medicine, Division of Cardiology, Medical University of Graz, Auenbruggerplatz 15, Graz, Austria
| | - Abderrahim Oulhaj
- Department of Public Health and Epidemiology, College of Medicine and Health Sciences, Khalifa University of Sciences and Technology, Abu Dhabi, the United Arab Emirates
- Biotechnology Center, Khalifa University of Sciences and Technology, Abu Dhabi, the United Arab Emirates
| | - Ursula Rohrer
- Department of Internal Medicine, Division of Cardiology, Medical University of Graz, Auenbruggerplatz 15, Graz, Austria
| | - Martin Manninger
- Department of Internal Medicine, Division of Cardiology, Medical University of Graz, Auenbruggerplatz 15, Graz, Austria
| | - Norbert J Tripolt
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Auenbruggerplatz 15, 8036 Graz, Austria
- Interdisciplinary Metabolic Medicine Trials Unit, Medical University of Graz, 8036 Graz, Austria
| | - Peter N Pferschy
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Auenbruggerplatz 15, 8036 Graz, Austria
- Interdisciplinary Metabolic Medicine Trials Unit, Medical University of Graz, 8036 Graz, Austria
| | - Faisal Aziz
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Auenbruggerplatz 15, 8036 Graz, Austria
- Interdisciplinary Metabolic Medicine Trials Unit, Medical University of Graz, 8036 Graz, Austria
| | - Markus Wallner
- Department of Internal Medicine, Division of Cardiology, Medical University of Graz, Auenbruggerplatz 15, Graz, Austria
| | - Ewald Kolesnik
- Department of Internal Medicine, Division of Cardiology, Medical University of Graz, Auenbruggerplatz 15, Graz, Austria
| | | | - Martin Martinek
- Ordensklinikum Linz Elisabethinen, Innere Medizin 2 mit Kardiologie, Angiologie und Intensivmedizin, Linz, Austria
| | - Michael Nürnberg
- Klinik Ottakring, 3. Medizinische Abteilung mit Kardiologie und Intensivmedizin, Wien, Austria
| | - Franz Xaver Roithinger
- Landesklinikum Wiener Neustadt, Abteilung für Innere Medizin, Kardiologie und Nephrologie, Wiener Neustadt, Austria
| | - Clemens Steinwender
- Department of Cardiology, Kepler University Hospital Linz, Medical Faculty, Kepler University Linz, Linz, Austria
| | - Johannes Widkal
- Medical University of Innsbruck, Univ. Clinic of Internal Medicine III/Cardiology and Angiology, 6020 Innsbruck, Austria
| | - Simon Leiter
- Medical University of Innsbruck, Univ. Clinic of Internal Medicine III/Cardiology and Angiology, 6020 Innsbruck, Austria
| | - Andreas Zirlik
- Department of Internal Medicine, Division of Cardiology, Medical University of Graz, Auenbruggerplatz 15, Graz, Austria
| | - Markus Stühlinger
- Medical University of Innsbruck, Univ. Clinic of Internal Medicine III/Cardiology and Angiology, 6020 Innsbruck, Austria
| | - Daniel Scherr
- Department of Internal Medicine, Division of Cardiology, Medical University of Graz, Auenbruggerplatz 15, Graz, Austria
| | - Harald Sourij
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Auenbruggerplatz 15, 8036 Graz, Austria
- Interdisciplinary Metabolic Medicine Trials Unit, Medical University of Graz, 8036 Graz, Austria
| | - Dirk von Lewinski
- Department of Internal Medicine, Division of Cardiology, Medical University of Graz, Auenbruggerplatz 15, Graz, Austria
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Stachteas P, Nasoufidou A, Karagiannidis E, Patoulias D, Karakasis P, Alexiou S, Samaras A, Zormpas G, Stavropoulos G, Tsalikakis D, Kassimis G, Papadopoulos C, Fragakis N. The Role of Sodium Glucose Co-Transporter 2 Inhibitors in Atrial Fibrillation: A Comprehensive Review. J Clin Med 2024; 13:5408. [PMID: 39336895 PMCID: PMC11431971 DOI: 10.3390/jcm13185408] [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: 08/12/2024] [Revised: 09/06/2024] [Accepted: 09/11/2024] [Indexed: 09/30/2024] Open
Abstract
Atrial fibrillation (AF) is the most prevalent arrhythmia among adults worldwide, frequently co-occurring with comorbidities such as Heart Failure (HF) and Type 2 Diabetes Mellitus (T2DM). This association contributes to increased morbidity and mortality, elevated healthcare costs, and diminished quality of life. Consequently, preventing or delaying the onset and recurrence of AF is crucial for reducing the incidence of complications. Sodium-glucose cotransporter 2 inhibitors (SGLT2is), due to their multifaceted pharmacological actions, have been proposed as potential therapeutic agents in the management of AF. However, current evidence from both animal models and clinical studies remains inconclusive. This narrative literature review aims to provide a comprehensive analysis of existing evidence on the impact of SGLT2is on the prevalence, incidence of new-onset, and recurrence of AF in diabetic populations and patients with HF. Numerous observational studies, predominantly retrospective, suggest a consistent reduction in AF risk with SGLT2is, while randomized controlled trials (RCTs) have yielded mixed results, with some demonstrating benefits and others not reaching statistical significance. The heterogeneity in study outcomes, population characteristics, follow-up duration, and specific SGLT2is used, as well as potential biases, underscore the need for further extensive and rigorous RCTs to establish definitive conclusions and elucidate the underlying mechanisms.
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Affiliation(s)
- Panagiotis Stachteas
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Athina Nasoufidou
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Efstratios Karagiannidis
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Dimitrios Patoulias
- Outpatient Department of Cardiometabolic Medicine, Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Paschalis Karakasis
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Sophia Alexiou
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Athanasios Samaras
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Georgios Zormpas
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - George Stavropoulos
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Dimitrios Tsalikakis
- Department of Electrical and Computer Engineering, University of Western Macedonia, 50100 Kozani, Greece
| | - George Kassimis
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Christodoulos Papadopoulos
- Third Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Nikolaos Fragakis
- Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
- Outpatient Department of Cardiometabolic Medicine, Second Cardiology Department, Medical School, Hippokration General Hospital, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
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Wang F, Li C, Cui L, Gu S, Zhao J, Wang H. Effects of sodium-glucose cotransporter 2 inhibitors on cardiovascular and cerebrovascular diseases: a meta-analysis of controlled clinical trials. Front Endocrinol (Lausanne) 2024; 15:1436217. [PMID: 39247919 PMCID: PMC11377240 DOI: 10.3389/fendo.2024.1436217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 08/05/2024] [Indexed: 09/10/2024] Open
Abstract
Objective Evaluate the effects of sodium-glucose cotransporter 2 inhibitor (SGLT2i) on cardiovascular and cerebrovascular diseases. Methods Articles of SGLT2i on cardiovascular and cerebrovascular diseases were searched. Two authors independently screened the literature, extracted the data, assessed the quality of the study and performed statistical analyses using Review Manager 5.4. Results Random-effect model was used to merge the OR values, and the pooled effect showed that SGLT2i had significant preventive effects on cardiovascular death (OR=0.76, 95%CI 0.64 to 0.89), myocardial infarction (OR=0.90, 95%CI 0.84 to 0.96), heart failure (OR=0.69, 95%CI 0.64 to 0.74) and all-cause mortality (OR=0.65, 95%CI 0.58 to 0.73). Empagliflozin, dapagliflozin and canagliflozin all reduced the incidence of heart failure (OR=0.72, 95%CI 0.64 to 0.82; OR=0.56, 95%CI 0.39 to 0.80; OR=0.62, 95%CI 0.53 to 0.73), but only dapagliflozin displayed a favorable effect on inhibiting stroke (OR=0.78, 95%CI 0.63 to 0.98). SGLT2i could prevent stroke (OR=0.86, 95%CI 0.75 to 0.99), heart failure (OR=0.63, 95%CI 0.56 to 0.70) and all-cause mortality (OR=0.64, 95%CI 0.57 to 0.72) compared to DPP-4i. Furthermore, SGLT2i could reduce the incidence of heart failure (OR=0.72, 95%CI 0.67 to 0.77) and cardiovascular death (OR=0.72, 95%CI 0.54 to 0.95) in patients with high-risk factors. Conclusions SGLT2i affects cardiovascular death, myocardial infarction, heart failure and all-cause mortality. Only dapagliflozin displayed a favorable effect on inhibiting stroke. SGLT2i could prevent stroke, heart failure and all-cause mortality compared to DPP-4i. In addition, SGLT2i significantly reduced the development of heart failure and cardiovascular death in patients with high-risk factors. Systematic review registration https://www.crd.york.ac.uk/prospero, identifier CRD42024532783.
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Affiliation(s)
- Fei Wang
- Department of Endocrinology and Metabology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong First Medical University, Shandong Key Laboratory of Rheumatic Disease and Translational medicine, Shandong Institute of Nephrology, Jinan, China
| | - Chunyu Li
- Department of Endocrinology and Metabology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong First Medical University, Shandong Key Laboratory of Rheumatic Disease and Translational medicine, Shandong Institute of Nephrology, Jinan, China
| | - Lili Cui
- Department of Endocrinology and Metabology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong First Medical University, Shandong Key Laboratory of Rheumatic Disease and Translational medicine, Shandong Institute of Nephrology, Jinan, China
| | - Shuo Gu
- School of Clinical Medicine, Jining Medical University, Jining, China
| | - Junyu Zhao
- Institute for Literature and Culture of Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Haipeng Wang
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
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Duan HY, Barajas-Martinez H, Antzelevitch C, Hu D. The potential anti-arrhythmic effect of SGLT2 inhibitors. Cardiovasc Diabetol 2024; 23:252. [PMID: 39010053 PMCID: PMC11251349 DOI: 10.1186/s12933-024-02312-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 06/16/2024] [Indexed: 07/17/2024] Open
Abstract
Sodium-glucose cotransporter type 2 inhibitors (SGLT2i) were initially recommended as oral anti-diabetic drugs to treat type 2 diabetes (T2D), by inhibiting SGLT2 in proximal tubule and reduce renal reabsorption of sodium and glucose. While many clinical trials demonstrated the tremendous potential of SGLT2i for cardiovascular diseases. 2022 AHA/ACC/HFSA guideline first emphasized that SGLT2i were the only drug class that can cover the entire management of heart failure (HF) from prevention to treatment. Subsequently, the antiarrhythmic properties of SGLT2i have also attracted attention. Although there are currently no prospective studies specifically on the anti-arrhythmic effects of SGLT2i. We provide clues from clinical and fundamental researches to identify its antiarrhythmic effects, reviewing the evidences and mechanism for the SGLT2i antiarrhythmic effects and establishing a novel paradigm involving intracellular sodium, metabolism and autophagy to investigate the potential mechanisms of SGLT2i in mitigating arrhythmias.
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Affiliation(s)
- Hong-Yi Duan
- Department of Cardiology and Cardiovascular Research Institute, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, China
- Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, China
| | - Hector Barajas-Martinez
- Lankenau Institute for Medical Research, Lankenau Heart Institute, Wynnewood, PA, 19096, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, 19107, USA
| | - Charles Antzelevitch
- Lankenau Institute for Medical Research, Lankenau Heart Institute, Wynnewood, PA, 19096, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, 19107, USA
| | - Dan Hu
- Department of Cardiology and Cardiovascular Research Institute, Renmin Hospital of Wuhan University, 238 Jiefang Road, Wuhan, 430060, Hubei, China.
- Hubei Key Laboratory of Cardiology, Wuhan, 430060, Hubei, China.
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Xu B, Kang B, Zhou J. Sodium glucose cotransporter 2 inhibitors with cardiac arrhythmias in patients with type 2 diabetes mellitus: a systematic review and meta-analysis of randomized placebo-controlled trials. Clin Res Cardiol 2024; 113:910-923. [PMID: 38353684 DOI: 10.1007/s00392-024-02386-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 01/25/2024] [Indexed: 05/22/2024]
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is associated with an increased risk of cardiac arrhythmias, which increases serious morbidity and mortality. Novel hypoglycemic drug sodium glucose cotransporter 2 (SGLT2) inhibitor has shown sufficient cardiovascular benefits in cardiovascular outcome trials. OBJECTIVE This systematic review and meta-analysis aimed to investigate the relationship between SGLT2 inhibitors and cardiac arrhythmias in patients with T2DM. METHODS We searched on PubMed and ClinicalTrials.gov for at least 24 weeks of randomized double-blind placebo-controlled trials involving T2DM subjects assigned to SGLT2 inhibitors or placebo as of May 5, 2023. Risk ratio (RR) with 95% confidence interval (CI) were used for binary variables. Primary outcomes included atrial arrhythmias, ventricular arrhythmias, bradyarrhythmias, cardiac arrest, and atrial fibrillation/atrial flutter. Secondary outcomes comprised atrial fibrillation, atrial flutter, ventricular fibrillation, ventricular tachycardia, atrioventricular block, and sinus node dysfunction. RESULTS We included 32 trials covering 60,594 T2DM patients (SGLT2 inhibitor 35,432; placebo 25,162; mean age 53.9 to 68.5 years). SGLT2 inhibitors significantly reduced the risk of atrial arrhythmias (RR 0.86; 95%CI 0.74-0.99; P = 0.04) or atrial fibrillation/flutter (RR 0.85; 95%CI 0.74-0.99; P = 0.03) compared to placebo; in subgroup analysis, SGLT2 inhibitors achieved a consistent effect with overall results in T2DM with high cardiovascular risk or follow-up > 1 year populations. There was no substantial evidence to suggest that SGLT2 inhibitors reduced the risk of ventricular arrhythmias (RR 0.94; 95%CI 0.71-1.26; P = 0.69) and cardiac arrest (RR 0.88; 95%CI 0.66-1.18; P = 0.39). A neutral effect of SGLT2 inhibitors on bradyarrhythmias was observed (RR 1.02; 95%CI 0.79-1.33; P = 0.85). SGLT2 inhibitors had no significant impact on all secondary outcomes compared to placebo, while it had borderline effect for atrial fibrillation. CONCLUSION SGLT2 inhibitors were associated with a reduced risk of atrial arrhythmias in patients with T2DM. Our results support the use of SGLT2 inhibitors in T2DM with high cardiovascular risk populations. We also recommend the long-term use of SGLT2 inhibitors to achieve further benefits.
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Affiliation(s)
- Bo Xu
- The First Affiliated Hospital, Hunan Provincial Clinical Medical Research Center for Drug Evaluation of Major Chronic Diseases, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- The First Affiliated Hospital, Hengyang Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- The First Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Bo Kang
- The First Affiliated Hospital, Hunan Provincial Clinical Medical Research Center for Drug Evaluation of Major Chronic Diseases, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- The First Affiliated Hospital, Hengyang Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
- The First Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China
| | - Jiecan Zhou
- The First Affiliated Hospital, Hunan Provincial Clinical Medical Research Center for Drug Evaluation of Major Chronic Diseases, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
- The First Affiliated Hospital, Hengyang Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
- The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
- The First Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
- School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, Hunan, China.
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Du H, Xu J, Du Z, Chen L, Ma S, Wei D, Wang X. MF-MNER: Multi-models Fusion for MNER in Chinese Clinical Electronic Medical Records. Interdiscip Sci 2024; 16:489-502. [PMID: 38578388 PMCID: PMC11289171 DOI: 10.1007/s12539-024-00624-z] [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: 11/16/2023] [Revised: 01/13/2024] [Accepted: 02/25/2024] [Indexed: 04/06/2024]
Abstract
To address the problem of poor entity recognition performance caused by the lack of Chinese annotation in clinical electronic medical records, this paper proposes a multi-medical entity recognition method F-MNER using a fusion technique combining BART, Bi-LSTM, and CRF. First, after cleaning, encoding, and segmenting the electronic medical records, the obtained semantic representations are dynamically fused using a bidirectional autoregressive transformer (BART) model. Then, sequential information is captured using a bidirectional long short-term memory (Bi-LSTM) network. Finally, the conditional random field (CRF) is used to decode and output multi-task entity recognition. Experiments are performed on the CCKS2019 dataset, with micro avg Precision, macro avg Recall, weighted avg Precision reaching 0.880, 0.887, and 0.883, and micro avg F1-score, macro avg F1-score, weighted avg F1-score reaching 0.875, 0.876, and 0.876 respectively. Compared with existing models, our method outperforms the existing literature in three evaluation metrics (micro average, macro average, weighted average) under the same dataset conditions. In the case of weighted average, the Precision, Recall, and F1-score are 19.64%, 15.67%, and 17.58% higher than the existing BERT-BiLSTM-CRF model respectively. Experiments are performed on the actual clinical dataset with our MF-MNER, the Precision, Recall, and F1-score are 0.638, 0.825, and 0.719 under the micro-avg evaluation mechanism. The Precision, Recall, and F1-score are 0.685, 0.800, and 0.733 under the macro-avg evaluation mechanism. The Precision, Recall, and F1-score are 0.647, 0.825, and 0.722 under the weighted avg evaluation mechanism. The above results show that our method MF-MNER can integrate the advantages of BART, Bi-LSTM, and CRF layers, significantly improving the performance of downstream named entity recognition tasks with a small amount of annotation, and achieving excellent performance in terms of recall score, which has certain practical significance. Source code and datasets to reproduce the results in this paper are available at https://github.com/xfwang1969/MF-MNER .
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Affiliation(s)
- Haoze Du
- Department of Computer Science, North Carolina State University, Raleigh, NC, 27695, USA
| | - Jiahao Xu
- School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, 639798, Singapore
| | - Zhiyong Du
- School of Computer Science and Technology, Henan Institute of Technology, Xinxiang, 453003, China
| | - Lihui Chen
- School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, 639798, Singapore
| | - Shaohui Ma
- School of Computer Science and Technology, Henan Institute of Technology, Xinxiang, 453003, China
| | - Dongqing Wei
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiaotong University, Shanghai, 200240, China.
- Joint Laboratory of International Cooperation in Metabolic and Developmental Sciences, Ministry of Education, Shanghai Jiaotong University, Shanghai, 200240, China.
- Zhongjing Research and Industrialization, Institute of Chinese Medicine, Zhongguancun Scientific Park, Nanyang, 473000, China.
| | - Xianfang Wang
- School of Computer Science and Technology, Henan Institute of Technology, Xinxiang, 453003, China.
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Li L, Dong YH, Bai Y, Tang ZY, Deng YM, Wu Z, Li WY. Association of SGLT2is with cardiovascular and reproductive diseases: a meta-analysis based on 14 large-scale randomized trials. Endocrine 2024; 84:836-841. [PMID: 38030828 DOI: 10.1007/s12020-023-03618-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 11/13/2023] [Indexed: 12/01/2023]
Abstract
AIM Sodium-glucose cotransporter 2 inhibitors (SGLT2is) can improve long-term cardio-renal outcomes in patients with diabetes, heart failure (HF), or renal failure. We aimed to investigate the association of SGLT2is with the risks of various cardiovascular and reproductive diseases. METHODS Large-scale randomized trials enrolling more than 1000 participants and assessing SGLT2is were included. Outcomes of interest were the various serious adverse events related to cardiovascular or reproductive diseases. Meta-analysis was done to generate pooled risk ratio (RR) and 95% confidence interval (CI). RESULTS We included 14 large trials and evaluated 169 types of cardiovascular and reproductive diseases. SGLT2is were significantly associated with the lower risks of 13 types of cardiovascular diseases, e.g., cardiac failure chronic (RR 0.70, 95% CI 0.57-0.87), cardiac failure congestive (RR 0.74, 95% CI 0.66-0.83), acute cardiac failure (RR 0.72, 95% CI 0.60-0.86), coronary artery disease (RR 0.75, 95% CI 0.58-0.97), ischemic cardiomyopathy (RR 0.72, 95% CI 0.52-0.99), atrial fibrillation (RR 0.88, 95% CI 0.78-0.99), bradycardia (RR 0.72, 95% CI 0.53-0.99), and hypertension (RR 0.70, 95% CI 0.54-0.91). SGLT2is were not significantly associated with 18 types of reproductive diseases, e.g., adenomyosis, endometrial hyperplasia, and metrorrhagia. Although SGLT2is were observed to have a significant association with a higher risk of uterine prolapse, the 95% CI of RR for this outcome was relatively wide. CONCLUSION This meta-analysis confirms the benefits of SGLT2is against chronic congestive HF again; reveals the possible benefits of SGLT2is against acute HF, myocardial infarction, arrhythmias, and hypertension; and identifies that SGLT2is are safe in general for the reproductive system.
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Affiliation(s)
- Lei Li
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan Province, China
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan Province, China
- NHC Key Laboratory of Periconception Health Birth in Western China, Kunming, Yunnan Province, China
| | - Yun-Hua Dong
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan Province, China
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan Province, China
- NHC Key Laboratory of Periconception Health Birth in Western China, Kunming, Yunnan Province, China
| | - Yun Bai
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan Province, China
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan Province, China
- NHC Key Laboratory of Periconception Health Birth in Western China, Kunming, Yunnan Province, China
| | - Zou-Ying Tang
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan Province, China
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan Province, China
- NHC Key Laboratory of Periconception Health Birth in Western China, Kunming, Yunnan Province, China
| | - Yu-Mei Deng
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan Province, China
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan Province, China
- NHC Key Laboratory of Periconception Health Birth in Western China, Kunming, Yunnan Province, China
| | - Ze Wu
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan Province, China.
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan Province, China.
- NHC Key Laboratory of Periconception Health Birth in Western China, Kunming, Yunnan Province, China.
| | - Wei-Yuan Li
- Department of Reproductive Medicine, The First People's Hospital of Yunnan Province, Kunming, Yunnan Province, China.
- The Affiliated Hospital of Kunming University of Science and Technology, Kunming, Yunnan Province, China.
- NHC Key Laboratory of Periconception Health Birth in Western China, Kunming, Yunnan Province, China.
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9
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Shi L, Wei X, Luo J, Tu L. SGLT2 inhibition, venous thrombolism, and death due to cardiac causes: a mediation Mendelian randomization study. Front Cardiovasc Med 2024; 11:1339094. [PMID: 38803667 PMCID: PMC11128626 DOI: 10.3389/fcvm.2024.1339094] [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: 11/16/2023] [Accepted: 05/01/2024] [Indexed: 05/29/2024] Open
Abstract
Objective To investigate the causal role of venous thrombolism mediating sodium-glucose cotransporter 2 (SGLT2) inhibition in death due to cardiac causes using Mendelian randomization (MR). Methods A two-sample two-step MR was used to determine (1) the causal effects of SGLT2 inhibition on death due to cardiac causes; (2) the causal effects of venous thrombolism on death due to cardiac causes; and (3) the mediation effects of venous thrombolism. Genetic proxies for SGLT2 inhibition were identified as variants in the SLC5A2 gene that were associated with both levels of gene expression and hemoglobin A1c. Additionally, employing MR to investigate the causal association between SGLT2 inhibition and cardiac arrest as well as coronary heart disease (CHD). Results SGLT2 inhibition was associated with a lower risk of death due to cardiac causes (odds ratio [OR] = 0.983, [95% CI = 0.972, 0.993], P = 0.0016). Venous thrombolism was associated with death due to cardiac causes ([OR] = 1.031, [95% CI = 1.005, 1.057], P = 0.0199). Mediation analysis showed evidence of indirect effect of SGLT2 inhibition on death due to cardiac causes through venous thrombolism [β = -0.0015, (95% CI = -0.0032 -0.0002), P = 0.042], with a mediated proportion of 8.9% (95% CI = 1.2%, 18.7%) of the total. Furthermore, SGLT2 inhibition was linked to a lower risk of cardiac arrest ([OR] = 0.097, [95% CI = 0.013, 0.742], P = 0.025). SGLT2 inhibition was linked to a lower risk of CHD ([OR] = 0.957, [95% CI = 0.932, 0.982], P = 0.0009). Conclusions Our study identified the causal roles of SGLT2 inhibition in venous thrombolism. SGLT2 inhibition may influence death due to cardiac causes through venous thrombolism. Additionally, SGLT2 inhibition was associated with reduced risk of cardiac arrest and CHD.
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Affiliation(s)
- Lili Shi
- Department of Geriatric Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Wuhan, China
| | - Xiupan Wei
- Department of Rehabilitation Medicine, Zhongda Hospital, Southeast University, Nanjing, China
| | - Jinlan Luo
- Department of Geriatric Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Wuhan, China
| | - Ling Tu
- Department of Geriatric Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Wuhan, China
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10
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Liao J, Ebrahimi R, Ling Z, Meyer C, Martinek M, Sommer P, Futyma P, Di Vece D, Schratter A, Acou WJ, Zhu L, Kiuchi MG, Liu S, Yin Y, Pürerfellner H, Templin C, Chen S. Effect of SGLT-2 inhibitors on arrhythmia events: insight from an updated secondary analysis of > 80,000 patients (the SGLT2i-Arrhythmias and Sudden Cardiac Death). Cardiovasc Diabetol 2024; 23:78. [PMID: 38402177 PMCID: PMC10893620 DOI: 10.1186/s12933-024-02137-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 01/16/2024] [Indexed: 02/26/2024] Open
Abstract
OBJECTIVE We aimed to assess the effect of SGLT2i on arrhythmias by conducting a meta-analysis using data from randomized controlled trials(RCTs). BACKGROUND Sodium-glucose co-transporter 2 inhibitors (SGLT2i) have shown cardioprotective effects via multiple mechanisms that may also contribute to decrease arrhythmias risk. METHODS We searched in databases (PubMed, Embase, Cochrane Library, and clinicaltrials.gov) up to April 2023. RCTs comparing SGLT2i with placebo were included. The effects of SGLT2i on atrial fibrillation(AF), atrial flutter(AFL), composite AF/AFL, ventricular fibrillation(VF), ventricular tachycardia(VT), ventricular extrasystoles(VES), sudden cardiac death(SCD) and composite VF/VT/SCD were evaluated. RESULTS 33 placebo-controlled RCTs were included, comprising 88,098 patients (48,585 in SGLT2i vs. 39,513 in placebo). The mean age was 64.9 ± 9.4 years, 63.0% were male. The mean follow-up was 1.4 ± 1.1 years. The pooled-results showed that SGLT2i was associated with a significantly lower risk of AF [risk ratio(RR): 0.88, 95% confidence interval(CI) 0.78-1.00, P = 0.04] and composite AF/AFL (RR: 0.86, 95%CI 0.77-0.96, P = 0.01). This favorable effect appeared to be substantially pronounced in patients with HFrEF, male gender, dapagliflozin, and > 1 year follow-up. For SCD, only in heart failure patients, SGLT2i were found to be associated with a borderline lower risk of SCD (RR: 0.67, P = 0.05). No significant effects of SGLT2i on other ventricular arrhythmic outcomes were found. CONCLUSIONS SGLT2i lowers the risks of AF and AF/AFL, and this favorable effect appeared to be particularly pronounced in patients with HFrEF, male gender, dapagliflozin, and longer follow-up (> 1 year). SGLT2i lowers the risk of SCD only in heart failure patients.
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Affiliation(s)
- Jia Liao
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Department of Cardiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ramin Ebrahimi
- Heart Clinic Pratteln, Zentrum Für Kardiologie, Pratteln, Switzerland
| | - Zhiyu Ling
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
| | - Christian Meyer
- Department of Cardiology, Angiology, Intensive Care, cNEP, Cardiac Neuro- & Electrophysiology Research Consortium, EVK Düsseldorf, Düsseldorf, Germany
- DZHK (German Center for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
- Institute of Neural and Sensory Physiology, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Martin Martinek
- Department for Internal Medicine 2 - Cardiology, Angiology, and Intensive Care, Akademisches Lehrkrankenhaus, Ordensklinikum Linz Elisabethinen, Linz, Austria
| | - Philipp Sommer
- Klinik Für Elektrophysiologie/Rhythmologie, Herz- Und Diabeteszentrum Nordrhein-Westfalen, Universitätsklinik Der Ruhr-Universität Bochum, Bad Oeynhausen, Germany
| | - Piotr Futyma
- St. Joseph's Heart Rhythm Center, Medical College, University of Rzeszów, Rzeszów, Poland
| | - Davide Di Vece
- University Heart Center, Department of Cardiology, University Hospital Zurich, and University of Zurich, Zurich, Switzerland
| | | | | | - Lin Zhu
- Kardiologie, Frankfurt Rotkreuz Kliniken, Frankfurt am Main, Germany
| | - Márcio G Kiuchi
- School of Medicine-Royal Perth Hospital Unit, University of Western Australia, Perth, Australia
| | - Shaowen Liu
- Department of Cardiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuehui Yin
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Helmut Pürerfellner
- Department for Internal Medicine 2 - Cardiology, Angiology, and Intensive Care, Akademisches Lehrkrankenhaus, Ordensklinikum Linz Elisabethinen, Linz, Austria
| | - Christian Templin
- University Heart Center, Department of Cardiology, University Hospital Zurich, and University of Zurich, Zurich, Switzerland
| | - Shaojie Chen
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
- Department for Internal Medicine 2 - Cardiology, Angiology, and Intensive Care, Akademisches Lehrkrankenhaus, Ordensklinikum Linz Elisabethinen, Linz, Austria.
- Cardioangiologisches Centrum Bethanien (CCB), Kardiologie, Medizinische Klinik III, Agaplesion Markus Krankenhaus, Akademisches Lehrkrankenhaus der Goethe-Universität Frankfurt am Main, Frankfurt am Main, Germany.
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11
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Blin P, Joubert M, Jourdain P, Zaoui P, Guiard E, Sakr D, Dureau-Pournin C, Bernard MA, Lassalle R, Thomas-Delecourt F, Bineau S, Moore N, Droz-Perroteau C. Cardiovascular and renal diseases in type 2 diabetes patients: 5-year cumulative incidence of the first occurred manifestation and hospitalization cost: a cohort within the French SNDS nationwide claims database. Cardiovasc Diabetol 2024; 23:22. [PMID: 38195491 PMCID: PMC10777660 DOI: 10.1186/s12933-023-02101-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 12/22/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND Myocardial infarction (MI), stroke, peripheral arterial disease (PAD), heart failure (HF) and chronic kidney disease (CKD) are common cardiovascular renal diseases (CVRD) manifestations for type 2 diabetes. The objective was to estimate the incidence of the first occurring CVRD manifestation and cumulative hospitalization costs of each CVRD manifestation for type 2 diabetes without CVRD history. METHODS A cohort study of all type 2 diabetes free of CVRD as of January 1st 2014, was identified and followed-up for 5 years within the French SNDS nationwide claims database. The cumulative incidence of the first occurring CVRD manifestation was estimated using the cumulative incidence function, with death as a competing risk. Cumulative hospitalization costs of each CVRD manifestations were estimated from the perspective of all payers. RESULTS From 2,079,089 type 2 diabetes without cancer or transplantation, 76.5% were free of CVRD at baseline with a mean age of 65 years, 52% of women and 7% with microvascular complications history. The cumulative incidence of a first CVRD manifestation was 15.3% after 5 years of follow-up with a constant linear increase over time for all CVRD manifestations: The most frequent was CKD representing 40.6% of first occurred CVRD manifestation, followed by HF (23.0%), then PAD (13.5%), stroke (13.2%) and MI (9.7%). HF and CKD together reached about one patient out of ten after 5 years and represented 63.6% of first CVRD manifestations. The 5-year global cost of all CVRD hospitalizations was 3.9 billion euros (B€), i.e. 2,450€ per patient of the whole cohort, with an exponential increase over time for each specific CVRD manifestation. The costliest was CKD (2.0 B€), followed by HF (1.2 B€), then PAD (0.7 B€), stroke (0.6 B€) and MI (0.3 B€). CONCLUSIONS/INTERPRETATION While MI, stroke and PAD remain classic major risks of complications for CVRD-free type 2 diabetes, HF and CKD nowadays represent individually a higher risk and cost than each of these classic manifestations, and jointly represents a risk and a cost twice as high as these three classic manifestations all together. This should encourage the development of specific HF and CKD preventive strategies.
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Affiliation(s)
- Patrick Blin
- Univ. Bordeaux, INSERM CIC-P 1401, Bordeaux PharmacoEpi, 146 rue Léo Saignat, Bordeaux, 33000, 33076, France.
| | - Michael Joubert
- Diabetes Care Unit, Caen University Hospital, UNICAEN, Caen, 14033, France
| | | | | | - Estelle Guiard
- Univ. Bordeaux, INSERM CIC-P 1401, Bordeaux PharmacoEpi, 146 rue Léo Saignat, Bordeaux, 33000, 33076, France
| | - Dunia Sakr
- Univ. Bordeaux, INSERM CIC-P 1401, Bordeaux PharmacoEpi, 146 rue Léo Saignat, Bordeaux, 33000, 33076, France
| | - Caroline Dureau-Pournin
- Univ. Bordeaux, INSERM CIC-P 1401, Bordeaux PharmacoEpi, 146 rue Léo Saignat, Bordeaux, 33000, 33076, France
| | - Marie-Agnès Bernard
- Univ. Bordeaux, INSERM CIC-P 1401, Bordeaux PharmacoEpi, 146 rue Léo Saignat, Bordeaux, 33000, 33076, France
| | - Régis Lassalle
- Univ. Bordeaux, INSERM CIC-P 1401, Bordeaux PharmacoEpi, 146 rue Léo Saignat, Bordeaux, 33000, 33076, France
| | | | | | - Nicholas Moore
- Univ. Bordeaux, INSERM CIC-P 1401, Bordeaux PharmacoEpi, 146 rue Léo Saignat, Bordeaux, 33000, 33076, France
| | - Cécile Droz-Perroteau
- Univ. Bordeaux, INSERM CIC-P 1401, Bordeaux PharmacoEpi, 146 rue Léo Saignat, Bordeaux, 33000, 33076, France
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12
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Kotta PA, Nambi V, Bozkurt B. Biomarkers for Heart Failure Prediction and Prevention. J Cardiovasc Dev Dis 2023; 10:488. [PMID: 38132656 PMCID: PMC10744096 DOI: 10.3390/jcdd10120488] [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: 09/17/2023] [Revised: 11/13/2023] [Accepted: 11/30/2023] [Indexed: 12/23/2023] Open
Abstract
Heart failure (HF) is a global pandemic affecting over 64 million people worldwide. Its prevalence is on an upward trajectory, with associated increasing healthcare expenditure. Organizations including the American College of Cardiology (ACC) and the American Heart Association (AHA) have identified HF prevention as an important focus. Recently, the ACC/AHA/Heart Failure Society of America (HFSA) Guidelines on heart failure were updated with a new Class IIa, Level of Evidence B recommendation for biomarker-based screening in patients at risk of developing heart failure. In this review, we evaluate the studies that have assessed the various roles and contributions of biomarkers in the prediction and prevention of heart failure. We examined studies that have utilized biomarkers to detect cardiac dysfunction or abnormality for HF risk prediction and screening before patients develop clinical signs and symptoms of HF. We also included studies with biomarkers on prognostication and risk prediction over and above existing HF risk prediction models and studies that address the utility of changes in biomarkers over time for HF risk. We discuss studies of biomarkers to guide management and assess the efficacy of prevention strategies and multi-biomarker and multimodality approaches to improve risk prediction.
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Affiliation(s)
| | - Vijay Nambi
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA;
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX 77030, USA
| | - Biykem Bozkurt
- Department of Medicine, Cardiology Section, Winters Center for Heart Failure Research, Cardiovascular Research Institute, Baylor College of Medicine, DeBakey Veterans Affairs Medical Center, Houston, TX 77030, USA;
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13
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Chambers ME, Nuibe EH, Reno-Bernstein CM. Brain Regulation of Cardiac Function during Hypoglycemia. Metabolites 2023; 13:1089. [PMID: 37887414 PMCID: PMC10608630 DOI: 10.3390/metabo13101089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 10/02/2023] [Accepted: 10/16/2023] [Indexed: 10/28/2023] Open
Abstract
Hypoglycemia occurs frequently in people with type 1 and type 2 diabetes. Hypoglycemia activates the counter-regulatory response. Besides peripheral glucose sensors located in the pancreas, mouth, gastrointestinal tract, portal vein, and carotid body, many brain regions also contain glucose-sensing neurons that detect this fall in glucose. The autonomic nervous system innervates the heart, and during hypoglycemia, can cause many changes. Clinical and animal studies have revealed changes in electrocardiograms during hypoglycemia. Cardiac repolarization defects (QTc prolongation) occur during moderate levels of hypoglycemia. When hypoglycemia is severe, it can be fatal. Cardiac arrhythmias are thought to be the major mediator of sudden death due to severe hypoglycemia. Both the sympathetic and parasympathetic nervous systems of the brain have been implicated in regulating these arrhythmias. Besides cardiac arrhythmias, hypoglycemia can have profound changes in the heart and most of these changes are exacerbated in the setting of diabetes. A better understanding of how the brain regulates cardiac changes during hypoglycemia will allow for better therapeutic intervention to prevent cardiovascular death associated with hypoglycemia in people with diabetes. The aim of this paper is to provide a narrative review of what is known in the field regarding how the brain regulates the heart during hypoglycemia.
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Affiliation(s)
| | | | - Candace M. Reno-Bernstein
- Division of Endocrinology, Metabolism, and Diabetes, University of Utah School of Medicine, Salt Lake City, UT 84112, USA (E.H.N.)
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14
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Tudoran C, Tudoran M, Giurgi-Oncu C, Abu-Awwad A, Abu-Awwad SA, Voiţă-Mekereş F. Associations between Oral Glucose-Lowering Agents and Increased Risk for Life-Threatening Arrhythmias in Patients with Type 2 Diabetes Mellitus-A Literature Review. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1760. [PMID: 37893478 PMCID: PMC10608201 DOI: 10.3390/medicina59101760] [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: 08/09/2023] [Revised: 09/02/2023] [Accepted: 09/29/2023] [Indexed: 10/29/2023]
Abstract
Background and Objectives: The relationship between type 2 diabetes mellitus (T2DM) and cardiovascular (CV) morbidity and mortality is well-established. Ventricular arrhythmias (VA) are frequently diagnosed in patients with T2DM, especially in those with associated coronary syndrome, non-ischemic dilated cardiomyopathy (NIDCM), and heart failure (HF). In these patients, VA and sudden cardiac arrest (SCA) are considered responsible for more than 50% of CV deaths. Newly developed glucose-lowering agents (GLA) seem not only to ameliorate CV morbidity and mortality, but also to reduce the risk of VA and SCA. Materials and Methods: We researched the medical literature on Pub-Med, Clarivate, and Google Scholar for original articles published in the last five years that debated the possible effects of various GLA on ventricular arrhythmias. Results: We identified nineteen original articles, nine of them debating the antiarrhythmic effects of sodium-glucose cotransporter-2 inhibitors (SGLT2i); Conclusions: The results concerning the impact of various GLA on VA/SCA were heterogeneous depending on the pharmacological class studied, with some of them having neutral, positive, or negative effects. Although it appears that SGLT2i reduces the prevalence of atrial fibrillation and SCA, their effect on VA is not conclusive.
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Affiliation(s)
- Cristina Tudoran
- Department VII, Internal Medicine II, Discipline of Cardiology, University of Medicine and Pharmacy “Victor Babes” Timisoara, E. Murgu Square, Nr. 2, 300041 Timisoara, Romania;
- Center of Molecular Research in Nephrology and Vascular Disease, Faculty of the University of Medicine and Pharmacy “Victor Babes” Timisoara, E. Murgu Square, Nr. 2, 300041 Timisoara, Romania
- County Emergency Hospital “Pius Brinzeu”, L. Rebreanu, Nr. 156, 300723 Timisoara, Romania; (C.G.-O.); (A.A.-A.); (S.-A.A.-A.)
| | - Mariana Tudoran
- County Emergency Hospital “Pius Brinzeu”, L. Rebreanu, Nr. 156, 300723 Timisoara, Romania; (C.G.-O.); (A.A.-A.); (S.-A.A.-A.)
| | - Catalina Giurgi-Oncu
- County Emergency Hospital “Pius Brinzeu”, L. Rebreanu, Nr. 156, 300723 Timisoara, Romania; (C.G.-O.); (A.A.-A.); (S.-A.A.-A.)
- Discipline of Psychiatry, Department of Neuroscience, University of Medicine and Pharmacy “Victor Babes” Timisoara, Eftimie Murgu Place Nr. 2, 300041 Timisoara, Romania
| | - Ahmed Abu-Awwad
- County Emergency Hospital “Pius Brinzeu”, L. Rebreanu, Nr. 156, 300723 Timisoara, Romania; (C.G.-O.); (A.A.-A.); (S.-A.A.-A.)
- Department XV, Discipline of Orthopedics—Traumatology, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square, No. 2, 300041 Timisoara, Romania
- Research Center University Professor Doctor Teodor Șora, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square, No. 2, 300041 Timisoara, Romania
| | - Simona-Alina Abu-Awwad
- County Emergency Hospital “Pius Brinzeu”, L. Rebreanu, Nr. 156, 300723 Timisoara, Romania; (C.G.-O.); (A.A.-A.); (S.-A.A.-A.)
- Doctoral School, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square, No. 2, 300041 Timisoara, Romania
| | - Florica Voiţă-Mekereş
- Department of Morphological Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 1 Universitatii Street, 410087 Oradea, Romania;
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15
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Chen X, Xu C, Hu K, Yang Y, Zhang YJ, Shi HZ, Gu Q, He SM, Zhang C, Wang DD. Quantitative effects of sodium-glucose cotransporter-2 inhibitors on liver functions in patients with nonalcoholic fatty liver disease. Expert Rev Clin Pharmacol 2023; 16:991-998. [PMID: 37669251 DOI: 10.1080/17512433.2023.2256224] [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: 06/05/2023] [Revised: 07/25/2023] [Accepted: 08/30/2023] [Indexed: 09/07/2023]
Abstract
BACKGROUND The present study aimed to explore the quantitative effects of sodium-glucose cotransporter-2 (SGLT-2) inhibitors on liver functions in patients with nonalcoholic fatty liver disease (NAFLD). RESEARCH DESIGN AND METHODS A total of 4771 patients with NAFLD were included for analysis by means of nonlinear mixed effect modeling, where the change rates of liver functions were taken as the evaluation indexes so as to eliminate the potential baseline effects. RESULTS For ALT and AST, the Emax of SGLT-2 inhibitors was -17.8% and -13.9%, respectively, and the ET50 was 6.86 weeks and 10 weeks, respectively. Furthermore, the duration time to achieve 25%, 50%, 75%, and 80% Emax were 2.3 weeks, 6.86 weeks, 20.6 weeks, 27.5 weeks in ALT, 3.4 weeks, 10 weeks, 30 weeks, 40 weeks in AST, respectively. Thus, to realize the plateau period (80% of Emax) of SGLT-2 inhibitors on ALT and AST in patients with NAFLD, 100 mg/day canagliflozin (or 10 mg/day dapagliflozin or 10 mg/day empagliflozin) needs to be taken for 20.6 weeks and 30 weeks, respectively. CONCLUSIONS The present study explored the quantitative effects of SGLT-2 inhibitors on liver functions and recommends a therapeutic regimen in patients with NAFLD.
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Affiliation(s)
- Xiao Chen
- School of Nursing, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Chang Xu
- Department of Pharmacy, The Affiliated Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu, China
| | - Ke Hu
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy & School of Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yang Yang
- Department of Pharmacy, The Affiliated Changzhou Children's Hospital of Nantong University, Changzhou, Jiangsu, China
| | - Yi-Jia Zhang
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy & School of Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Hao-Zhe Shi
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy & School of Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Qian Gu
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy & School of Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Su-Mei He
- Department of Pharmacy, Suzhou Hospital, Affiliated Hospital of Medical School, Nanjing University, Suzhou, Jiangsu, China
| | - Cun Zhang
- Department of Pharmacy, Xuzhou Oriental Hospital Affiliated to Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Dong-Dong Wang
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy & School of Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, China
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16
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Oyesomi ET, Tabrizchi R. Analysis of the cardiac effects of sodium-glucose co-transporter 2 inhibitors in animals without diabetes and a clinical perspective. Eur J Pharmacol 2023; 945:175626. [PMID: 36842708 DOI: 10.1016/j.ejphar.2023.175626] [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: 11/29/2022] [Revised: 02/21/2023] [Accepted: 02/24/2023] [Indexed: 02/26/2023]
Abstract
Emerging evidence points to a positive impact of sodium glucose co-transporter 2 (SGLT-2) inhibitors on cardiac structure and function, acutely (as early as 15 days) and chronically (up to 2 years). Accordingly, data from clinical studies appear to support the beneficial effects of this class of drugs on the cardiovascular system. However, the extent to which such effects may directly and/or indirectly be responsible for the beneficial actions of this class of drugs remains unclear. Based on the data in the literature, the actions of SGLT-2 inhibitors on the cardiac tissue in the absence of SGLT-2 co-transporter sites would suggest possible direct effects on calcium/calmodulin-dependent kinase II (CaMKII), voltage-gated, Nav1.5 channels and sodium-calcium exchanger 1 (NCX1), Na+/H+ exchanger (NHX), the late INa associated with calcium transient, the rapid (IKr) and slow (IKs) delayed rectifier K+ currents, phosphorylated levels of myofilament regulatory proteins, xanthine oxidase activity and sarco(endo)plasmic reticulum calcium ATPase and/or intracellular, and/or possible genomic sites in the cardiac myocytes. Collectively, the experimental and clinical evidence as to the effects of SGLT-2 inhibitors on cardiac and vascular tissues appear multifaceted in nature with no consensus for definitive site(s) of actions. It is clear that further investigations both in animals and humans, in vitro and in vivo are needed to shed more light on the true nature of the pharmacological actions of this class of compounds, and the extent of their beneficial effects as reported in a population with heart failure.
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Affiliation(s)
- Elizabeth T Oyesomi
- Division of BioMedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada
| | - Reza Tabrizchi
- Division of BioMedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada.
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17
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Fawzy AM, Rivera-Caravaca JM, Fauchier L, Lip GYH. Response to letter from Du et al. regarding article 'Sodium-glucose cotransporter-2 inhibitor use was associated with lower risks of stroke and cardiac arrest but not ventricular arrhythmias?'. Diabetes Obes Metab 2023; 25:630-633. [PMID: 36333970 DOI: 10.1111/dom.14913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 11/01/2022] [Indexed: 11/07/2022]
Affiliation(s)
- Ameenathul Mazaya Fawzy
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
| | - José Miguel Rivera-Caravaca
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Cardiology, Hospital Clínico Universitario Virgen de la Arrixaca, University of Murcia, Instituto Murciano de Investigación Biosanitaria (IMIB-Arrixaca), CIBERCV, Murcia, Spain
| | - Laurent Fauchier
- Service de Cardiologie, Centre Hospitalier Universitaire Trousseau, Tours, France
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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18
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Du L, Qin J, Zhang Y. Sodium-glucose cotransporter-2 inhibitor use was associated with lower risks of stroke and cardiac arrest but not ventricular arrhythmias? Diabetes Obes Metab 2023; 25:628-629. [PMID: 36181390 DOI: 10.1111/dom.14878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 09/24/2022] [Accepted: 09/28/2022] [Indexed: 02/02/2023]
Affiliation(s)
- Lixin Du
- Department of Medical Imaging, Shenzhen Longhua District Central Hospital, Shenzhen, China
| | - Jiao Qin
- Department of Medical Imaging, Shenzhen Longhua District Central Hospital, Shenzhen, China
| | - Yu Zhang
- Department of Medical Imaging, Shenzhen Longhua District Central Hospital, Shenzhen, China
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19
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Scheen AJ. Glucose-lowering agents and risk of ventricular arrhythmias and sudden cardiac death: a comprehensive review ranging from sulphonylureas to SGLT2 inhibitors. DIABETES & METABOLISM 2022; 48:101405. [DOI: 10.1016/j.diabet.2022.101405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 10/17/2022] [Accepted: 10/17/2022] [Indexed: 11/05/2022]
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20
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Fauchier L. Antidiabetic agents and their hypothetical benefit on the risk of cardiac arrhythmias. DIABETES & METABOLISM 2022; 48:101406. [DOI: 10.1016/j.diabet.2022.101406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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