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1.
Heart Vessels ; 39(6): 524-538, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38553520

ABSTRACT

The efficacy of convolutional neural network (CNN)-enhanced electrocardiography (ECG) in detecting hypertrophic cardiomyopathy (HCM) and dilated HCM (dHCM) remains uncertain in real-world applications. This retrospective study analyzed data from 19,170 patients (including 140 HCM or dHCM) in the Shinken Database (2010-2017). We evaluated the sensitivity, positive predictive rate (PPR), and F1 score of CNN-enhanced ECG in a ''basic diagnosis'' model (total disease label) and a ''comprehensive diagnosis'' model (including disease subtypes). Using all-lead ECG in the "basic diagnosis" model, we observed a sensitivity of 76%, PPR of 2.9%, and F1 score of 0.056. These metrics improved in cases with a diagnostic probability of ≥ 0.9 and left ventricular hypertrophy (LVH) on ECG: 100% sensitivity, 8.6% PPR, and 0.158 F1 score. The ''comprehensive diagnosis'' model further enhanced these figures to 100%, 13.0%, and 0.230, respectively. Performance was broadly consistent across CNN models using different lead configurations, particularly when including leads viewing the lateral walls. While the precision of CNN models in detecting HCM or dHCM in real-world settings is initially low, it improves by targeting specific patient groups and integrating disease subtype models. The use of ECGs with fewer leads, especially those involving the lateral walls, appears comparably effective.


Subject(s)
Cardiomyopathy, Hypertrophic , Electrocardiography , Neural Networks, Computer , Humans , Cardiomyopathy, Hypertrophic/diagnosis , Cardiomyopathy, Hypertrophic/physiopathology , Cardiomyopathy, Hypertrophic/complications , Electrocardiography/methods , Retrospective Studies , Male , Female , Middle Aged , Predictive Value of Tests , Adult , Aged
2.
Circ Rep ; 6(3): 46-54, 2024 Mar 08.
Article in English | MEDLINE | ID: mdl-38464990

ABSTRACT

Background: We developed a convolutional neural network (CNN) model to detect atrial fibrillation (AF) using the sinus rhythm ECG (SR-ECG). However, the diagnostic performance of the CNN model based on different ECG leads remains unclear. Methods and Results: In this retrospective analysis of a single-center, prospective cohort study, we identified 616 AF cases and 3,412 SR cases for the modeling dataset among new patients (n=19,170). The modeling dataset included SR-ECGs obtained within 31 days from AF-ECGs in AF cases and SR cases with follow-up ≥1,095 days. We evaluated the CNN model's performance for AF detection using 8-lead (I, II, and V1-6), single-lead, and double-lead ECGs through 5-fold cross-validation. The CNN model achieved an area under the curve (AUC) of 0.872 (95% confidence interval (CI): 0.856-0.888) and an odds ratio of 15.24 (95% CI: 12.42-18.72) for AF detection using the eight-lead ECG. Among the single-lead and double-lead ECGs, the double-lead ECG using leads I and V1 yielded an AUC of 0.871 (95% CI: 0.856-0.886) with an odds ratio of 14.34 (95% CI: 11.64-17.67). Conclusions: We assessed the performance of a CNN model for detecting AF using eight-lead, single-lead, and double-lead SR-ECGs. The model's performance with a double-lead (I, V1) ECG was comparable to that of the 8-lead ECG, suggesting its potential as an alternative for AF screening using SR-ECG.

3.
Int J Cardiol Heart Vasc ; 46: 101211, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37152425

ABSTRACT

Background: This study sought to develop an artificial intelligence-derived model to detect the dilated phase of hypertrophic cardiomyopathy (dHCM) on digital electrocardiography (ECG) and to evaluate the performance of the model applied to multiple-lead or single-lead ECG. Methods: This is a retrospective analysis using a single-center prospective cohort study (Shinken Database 2010-2017, n = 19,170). After excluding those without a normal P wave on index ECG (n = 1,831) and adding dHCM patients registered before 2009 (n = 39), 17,378 digital ECGs were used. Totally 54 dHCM patients were identified of which 11 diagnosed at baseline, 4 developed during the time course, and 39 registered before 2009. The performance of the convolutional neural network (CNN) model for detecting dHCM was evaluated using eight-lead (I, II, and V1-6), single-lead, and double-lead (I, II) ECGs with the five-fold cross validation method. Results: The area under the curve (AUC) of the CNN model to detect dHCM (n = 54) with eight-lead ECG was 0.929 (standard deviation [SD]: 0.025) and the odds ratio was 38.64 (SD 9.10). Among the single-lead and double-lead ECGs, the AUC was highest with the single lead of V5 (0.953 [SD: 0.038]), with an odds ratio of 58.89 (SD:68.56). Conclusion: Compared with the performance of eight-lead ECG, the most similar performance was achieved with the model with a single V5 lead, suggesting that this single-lead ECG can be an alternative to eight-lead ECG for the screening of dHCM.

4.
Heart Vessels ; 38(2): 236-246, 2023 Feb.
Article in English | MEDLINE | ID: mdl-35904578

ABSTRACT

High alkaline phosphatase (ALP) levels are reported to be associated with an increased risk of cardiovascular events in patients with chronic kidney disease (CKD). Given the pathological link with CKD, a similar relationship may exist in patients with atrial fibrillation (AF). We retrospectively evaluated 1,719 patients with AF and normal hepatic function who were registered in the Shinken Database between November 2011 and March 2017. Study patients were divided into three groups according to ALP value tertiles with cut-offs of 175 and 227 IU/L (normal range: 95-350 IU/L). Each group's incidence rate was recorded, and the risks of cardiovascular events and each component for patients in the middle and high ALP tertiles were compared with those in the low tertile and evaluated using Cox regression models. The additional predictive value of the high ALP tertile over the existing risk scores for the components of cardiovascular events was evaluated via receiver operating characteristic (ROC) curve analysis. During the median follow-up of 731 days (IQR: 444-1095 days), 137 cardiovascular events occurred, with incidence rates of 2.94%, 3.44%, and 6.19%/person-year for the low, middle, and high ALP tertiles, respectively. Of these cardiovascular events, heart failure had the highest incidence rates (1.34%, 1.89%, and 4.29%/person-year for the low, middle, and high ALP tertiles, respectively) and the incidence rates of the other components of cardiovascular event were similar in each ALP groups. Multivariate Cox regression analysis yielded hazard ratios of 1.22 (95% confidence interval [CI] 0.70-1.96) and 1.62 (95% CI 1.06-2.48) for cardiovascular events and 1.66 (95% CI 0.87-3.15) and 2.50 (95% CI 1.39-4.48) for heart failure admission in the middle and high ALP tertiles, respectively. By ROC curve analysis for heart failure admission showed that the high ALP tertile lacked significant additive predictive value over the existing risk scores. High serum ALP levels, even those in the normal range, were significantly associated with an increased risk of cardiovascular events, especially heart failure admission in patients with AF.


Subject(s)
Alkaline Phosphatase , Atrial Fibrillation , Heart Failure , Renal Insufficiency, Chronic , Humans , Alkaline Phosphatase/blood , Atrial Fibrillation/diagnosis , Atrial Fibrillation/epidemiology , Atrial Fibrillation/complications , Heart Failure/diagnosis , Heart Failure/epidemiology , Heart Failure/etiology , Renal Insufficiency, Chronic/complications , Retrospective Studies , Risk Factors
5.
J Vis Exp ; (185)2022 07 22.
Article in English | MEDLINE | ID: mdl-35938815

ABSTRACT

Protozoan parasites infect humans and many warm-blooded animals. Toxoplasma gondii, a major protozoan parasite, is commonly found in HIV-positive patients, organ transplant recipients and pregnant women, resulting in the severe health condition, Toxoplasmosis. Another major protozoan, Neospora caninum, which bears many similarities to Toxoplasma gondii, causes serious diseases in animals, as does Encephalomyelitis and Myositis-Polyradiculitis in dogs and cows, resulting in stillborn calves. All these exhibited similar nucleoside triphosphate hydrolases (NTPase). Neospora caninum has a NcNTPase, while Toxoplasma gondii has a TgNTPase-I. The enzymes are thought to play crucial roles in propagation and survival. In order to establish compounds and/or extracts preventing protozoan infection, we targeted these enzymes for drug discovery. The next step was to establish a novel, highly sensitive, and highly accurate assay by combining a conventional biochemical enzyme assay with a fluorescent assay to determine ADP content. We also validated that the novel assay fulfills the criteria to carry out high-throughput screening (HTS) in the two protozoan enzymes. We performed HTS, identified 19 compounds and six extracts from two synthetic compound libraries and an extract library derived from marine bacteria, respectively. In this study, a detailed explanation has been introduced on how to carry out HTS, including information about the preparation of reagents, devices, robot arm, etc.


Subject(s)
Coccidiosis , Neospora , Robotics , Toxoplasma , Animals , Antibodies, Protozoan , Cattle , Coccidiosis/parasitology , Coccidiosis/veterinary , Dogs , Female , High-Throughput Screening Assays , Humans , Hydrolases , N-Glycosyl Hydrolases , Nucleosides , Polyphosphates , Pregnancy
6.
Heart Vessels ; 37(6): 903-910, 2022 Jun.
Article in English | MEDLINE | ID: mdl-34807279

ABSTRACT

Glasgow prognostic score (GPS) has been used to evaluate inflammatory response and nutritional status. This study aimed to investigate the impact of nutritional status on cardiac prognosis by using GPS in patients after undergoing percutaneous coronary intervention (PCI). We included 862 patients who underwent PCI for stable angina pectoris between 2015 and 2018. We used the original cutoff values, which were an albumin (Alb) level of 3.5 g/dl and a C-reactive protein (CRP) level of 0.3 mg/dl. We categorized them into the three groups: originally defined GPS (od-GPS) 0 (high Alb and low CRP), 1 (low Alb or high CRP), and 2 (low Alb and high CRP). Major adverse clinical events (MACEs) included all-cause death, nonfatal myocardial infarction, revascularization, and hospitalization for heart failure. The median follow-up period was 398.5 days. During the follow-up, MACEs occurred in 136 patients. Od-GPS 2 had higher prevalence rates in terms of chronic kidney disease (CKD; 31.7% [229/722] vs. 44.9% [53/118] vs. 63.6% [14/22], p < 0.001), hemodialysis (6.4% [46/722] vs. 14.4% [17/118] vs. 31.8% [7/22], p < 0.001), and heart failure cases (HF; 9.1% [66/722] vs. 14.4% [17/118] vs. 27.3% [6/22], p = 0.007), with higher creatinine (1.17 ± 1.37 mg/dl vs. 1.89 ± 2.60 mg/dl vs. 3.49 ± 4.01 mg/dl, p < 0.001) and brain natriuretic peptide levels (104.1 ± 304.6 pg/ml vs. 242.4 ± 565.9 pg/ml vs. 668.1 ± 872.2 pg/ml, p < 0.001) and lower low-density lipoprotein cholesterol (101.5 ± 32.9 mg/dl vs. 98.2 ± 28.8 mg/dl vs. 77.1 ± 24.3 mg/dl, p = 0.002) than od-GPS 0 and 1.Od-GPS 2 (HR 2.42; 95% CI 1.16-5.02; p = 0.018), od-GPS 1 (HR 2.09; 95% CI 1.40-3.13; p < 0.001), diabetes (HR 1.41; 95% CI 1.00-1.99; p = 0.048), CKD (HR 2.10; 95% CI 1.49-2.96; p < 0.001), and HF (HR 1.64; 95% CI 1.05-2.56; p = 0.029) were independent predictors of MACEs. A scoring system using CRP and Alb levels with a milder definition than GPS suitably predicted the risk of MACEs in the patients who underwent PCI.


Subject(s)
Heart Failure , Percutaneous Coronary Intervention , Renal Insufficiency, Chronic , Heart Failure/etiology , Humans , Japan/epidemiology , Percutaneous Coronary Intervention/adverse effects , Prognosis , Renal Insufficiency, Chronic/etiology , Retrospective Studies
7.
Int J Cardiol Heart Vasc ; 37: 100883, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34632044

ABSTRACT

BACKGROUND: Older adults with atrial fibrillation (AF) have highly diverse risk levels for mortality, heart failure (HF), thromboembolism (TE), and major bleeding (MB), thus an integrated risk-pattern algorithm is warranted. METHODS: We analyzed 573 AF patients aged ≥ 75 years from our single-center cohort (Shinken Database 2010-2018). The 3-year risk scores (risk probability) for mortality (M-score), HF (HF-score), TE (TE-score), and MB (MB-score) were estimated for each patient by logistic regression analysis. Using the four risk scores, cluster analysis was performed with Ward's linkage hierarchical algorithm. RESULTS: Three clusters were identified: Clusters 1 (n = 429, 74%), 2 (n = 24, 5%), and 3 (n = 120, 21%). The clusters were characterized as standard risk (Cluster 1), high TE- and MB-risk (Cluster 2), and high M- and HF-risk (Cluster 3). Oral anticoagulants were prescribed for over 80% of the patients in each cluster. Catheter ablation for AF was performed only in Cluster 1 (8.9%). Compared with Cluster 1, Cluster 2 was more closely associated with males, asymptomatic AF, history of cerebral infarction or transient ischemic attack, history of intracranial hemorrhage, high HAS-BLED score (≥3), and low body mass index (<18.0 kg/m2). Cluster 3 was more closely associated with old age, heart failure, and low estimated creatinine clearance (<30 mL/min). CONCLUSION: The cluster analysis identified those at a high risk for all-cause death and HF or a high risk for TE and MB and could support decision making in older adults with AF.

8.
EMBO Rep ; 22(12): e53035, 2021 12 06.
Article in English | MEDLINE | ID: mdl-34661337

ABSTRACT

Oxygen plays an important role in diverse biological processes. However, since quantitation of the partial pressure of cellular oxygen in vivo is challenging, the extent of oxygen perturbation in situ and its cellular response remains underexplored. Using two-photon phosphorescence lifetime imaging microscopy, we determine the physiological range of oxygen tension in osteoclasts of live mice. We find that oxygen tension ranges from 17.4 to 36.4 mmHg, under hypoxic and normoxic conditions, respectively. Physiological normoxia thus corresponds to 5% and hypoxia to 2% oxygen in osteoclasts. Hypoxia in this range severely limits osteoclastogenesis, independent of energy metabolism and hypoxia-inducible factor activity. We observe that hypoxia decreases ten-eleven translocation (TET) activity. Tet2/3 cooperatively induces Prdm1 expression via oxygen-dependent DNA demethylation, which in turn activates NFATc1 required for osteoclastogenesis. Taken together, our results reveal that TET enzymes, acting as functional oxygen sensors, regulate osteoclastogenesis within the physiological range of oxygen tension, thus opening new avenues for research on in vivo response to oxygen perturbation.


Subject(s)
DNA Demethylation , Osteoclasts , Animals , Cell Differentiation/genetics , Cell Hypoxia , Hypoxia/metabolism , Mice , Osteoclasts/metabolism , Oxygen/metabolism
9.
Heart Vessels ; 36(12): 1861-1869, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34089085

ABSTRACT

The incidence of ischemic stroke (IS) increases in patients with enlarged left atrium (LA) irrespective of whether or not the existence of atrial fibrillation (AF). In such situation, it is unclear whether the impact of LA on incidence of IS still significant in young, non-AF patients with enlarged LA who are primarily unconcerned on anticoagulation therapy. The study population consisted of 18,511 consecutive patients not receiving oral anticoagulants and undergoing echocardiography with measurement of LAD at baseline. The incidence rate of ischemic stroke was calculated in 3 groups according to left atrial dimension (LAD; < 30, 30-45 and ≥ 45 mm) in AF and non-AF patients. Further subgroup analysis was performed in stratification by elderly and young (aged ≥ 65 and < 65 years, respectively). The incidences of IS (per 100 patient-years) were 0.11 and 0.71 in non-AF and AF patients with LAD < 30 mm, respectively, which increased to 0.58 and 1.35 in LAD ≥ 45 mm (adjusted hazard ratios [HRs]; 1.95 [95% confidence intervals, CIs: 0.76-5.01] and 1.22 [95% CIs: 0.27-5.58], interaction P was 0.246). In non-AF patients, the incidences of IS were 0.30 and 0.04 in elderly and young patients with LAD < 30 mm, which increased to 0.67 and 0.48 in LAD ≥ 45 mm (adjusted HRs; 1.34 [95% CIs: 0.43-4.15] and 4.21 [95% CIs: 0.77-23.12], interaction P was 0.158). The incidence of IS significantly increased with increase of LAD in non-AF, especially in non-AF and young patients, although the difference was not independent of other clinical factors. The impact of LAD on IS was numerically larger in non-AF than in AF, and larger in young and non-AF than in elderly counterpart, although a significant interaction was not observed in this small population. Further studies with large population are necessary to judge whether these population with enlarged LA need antithrombotic therapy.


Subject(s)
Atrial Fibrillation , Brain Ischemia , Ischemic Stroke , Aged , Atrial Fibrillation/complications , Atrial Fibrillation/diagnosis , Atrial Fibrillation/epidemiology , Brain Ischemia/diagnosis , Brain Ischemia/epidemiology , Brain Ischemia/etiology , Heart Atria/diagnostic imaging , Humans , Middle Aged , Risk Factors
10.
Int J Mol Sci ; 22(5)2021 Feb 26.
Article in English | MEDLINE | ID: mdl-33652591

ABSTRACT

Repressor element-1 (RE-1) or neural restrictive silencer element (NRSE) bound with a zinc finger transcription repressor, RE-1 silencing transcription factor (REST, also known as neural restrictive silencer factor, NRSF) has been identified as a fundamental repressor element in many genes, including neuronal genes. Genes regulated by REST/NRSF regulate multifaceted neuronal phenotypes, and their defects in the machinery cause neuropathies, disorders of neuron activity), autism and so on. In REST repressions, the N-terminal repressor domain recruits Sin3B via its paired amphipathic helix 1 (PAH1) domain, which plays an important role as a scaffold for histone deacetylase 1 and 2. This machinery has a critical role in maintaining neuronal robustness. In this study, in order to establish protein-protein interaction assays mimicking a binding surface between Sin3B and REST, we selected important amino acids from structural information of the PAH1/REST complex and then tried to reconstitute it using recombinant short peptides derived from PAH1/REST. Initially, we validated whether biotinylated REST interacts with glutathione S-transferase (GST)-tagged PAH1 and whether another PAH1 peptide (PAH1-FLAG) competitively binds with biotinylated REST using surface plasmon resonance (SPR). We observed a direct interaction and competitive binding of two PAH1 peptides. Secondly, in order to establish a high-throughput and high-dynamic-range assay, we utilized an easily performed novel time-resolved fluorescence energy transfer (TR-FRET) assay, and closely monitored this interaction. Finally, we succeeded in establishing a novel high-quality TR-FRET assay and a novel interaction assay based on SPR.


Subject(s)
Fluorescence Resonance Energy Transfer , Repressor Proteins/chemistry , Surface Plasmon Resonance , Humans , Protein Binding , Repressor Proteins/metabolism
11.
BMC Cardiovasc Disord ; 21(1): 83, 2021 02 10.
Article in English | MEDLINE | ID: mdl-33568066

ABSTRACT

BACKGROUND: Resting 12-lead electrocardiography is widely used for the detection of cardiac diseases. Electrocardiogram readings have been reported to be affected by aging and, therefore, can predict patient mortality. METHODS: A total of 12,837 patients without structural heart disease who underwent electrocardiography at baseline were identified in the Shinken Database among those registered between 2010 and 2017 (n = 19,170). Using 438 electrocardiography parameters, predictive models for all-cause death and cardiovascular (CV) death were developed by a support vector machine (SVM) algorithm. RESULTS: During the observation period of 320.4 days, 55 all-cause deaths and 23 CV deaths were observed. In the SVM prediction model, the mean c-statistics of 10 cross-validation models with training and testing datasets were 0.881 ± 0.027 and 0.927 ± 0.101, respectively, for all-cause death and 0.862 ± 0.029 and 0.897 ± 0.069, respectively for CV death. For both all-cause and CV death, high values of permutation importance in the ECG parameters were concentrated in the QRS complex and ST-T segment. CONCLUSIONS: Parameters acquired from 12-lead resting electrocardiography could be applied to predict the all-cause and CV deaths of patients without structural heart disease. The ECG parameters that greatly contributed to the prediction were concentrated in the QRS complex and ST-T segment.


Subject(s)
Electrocardiography , Heart Conduction System/physiopathology , Heart Diseases/diagnosis , Heart Diseases/mortality , Action Potentials , Adult , Aged , Aged, 80 and over , Databases, Factual , Female , Heart Diseases/physiopathology , Heart Rate , Humans , Incidence , Male , Middle Aged , Predictive Value of Tests , Prognosis , Risk Assessment , Risk Factors , Signal Processing, Computer-Assisted , Support Vector Machine , Time Factors , Tokyo/epidemiology
12.
J Cardiol ; 77(6): 626-633, 2021 06.
Article in English | MEDLINE | ID: mdl-33386217

ABSTRACT

BACKGROUND: It has been reported that a large decline in estimated glomerular filtration rate (eGFR) over time is associated with increased incidence of cardiovascular disease. We investigated whether this association differs according to the baseline eGFR. METHODS: A total of 4666 patients (male 71%) with measurements of eGFR at both baseline and 1 year and that had no cardiovascular events at 1-year follow-up were retrieved from the Shinken Database between June 2004 and March 2015. The study population was divided into three groups by baseline eGFR (mL/min/1.73 m2): high (≥60, n = 1650), intermediate (45-59, n = 1947), and low (<45, n = 1069) eGFR groups. Each eGFR group was further divided into two groups by eGFR slope (change at 1 year, <-10 and ≥-10 mL/min/1.73 m2). The patient characteristics and the incidences of cardiovascular events within 3 years (after 1-year follow-up) were compared between the negatively large eGFR slope (<-10) and others (≥-10) in each eGFR group. RESULTS: A total of 187 cardiovascular events occurred during the mean follow-up of 2.8 ±â€…0.6 years. The adjusted hazard ratios of eGFR slope (<-10 with reference to ≥-10) were 2.37 (95% CI, 1.28-4.40), 3.10 (95% CI, 1.78-5.40), and 2.66 (95% CI, 1.15-6.13) in the high, middle, and low eGFR groups, respectively. Similar results were found in patients with structural heart disease, but not in those without. CONCLUSIONS: Decline in eGFR was associated with an increase in cardiovascular events, and this effect was consistent regardless of the baseline eGFR.


Subject(s)
Cardiovascular Diseases , Cardiovascular Diseases/epidemiology , Databases, Factual , Glomerular Filtration Rate , Humans , Incidence , Male , Proportional Hazards Models , Risk Factors
13.
Int J Cardiol ; 327: 93-99, 2021 03 15.
Article in English | MEDLINE | ID: mdl-33188796

ABSTRACT

BACKGROUND: Diagnosis of atrial fibrillation (AF) based on electrocardiogram (ECG) with sinus rhythm remains a major challenge. Obtaining a panoramic view with hundreds of automatically measured ECG parameters at sinus rhythm on the predictive capability for AF would be informative. METHODS: We used a single-center database of a specialist cardiovascular hospital (Shinken Database 2010-2017; n = 19,170). We analyzed 12,863 index ECGs with sinus rhythm after excluding those showing AF rhythm, other atrial tachyarrhythmia, pacing beat, or indeterminate axis, and those of patients with structural heart diseases. We used 438 automatically measured ECG parameters in the MUSE data management system. The predictive models were developed using random forest algorithm with the 10-fold cross-validation method. RESULTS: In 12,863 index ECGs with sinus rhythm, a predictive capability for current paroxysmal AF (n = 1131) by c-statistics was 0.99981 ± 0.00037 for training dataset and 0.91337 ± 0.00087 for testing dataset, respectively. Excluding AF at baseline (n = 11,732), a predictive capability for newly developed AF (n = 98) by c-statistics was 0.99973 ± 0.00086 for training dataset and 0.99160 ± 0.00038 for testing dataset, respectively. The distribution of parameter importance was mostly similar among P, QRS, and ST-T segment for both current and newly developed AF. CONCLUSIONS: This study intended to provide panoramic information in relation between ECG parameters and AF. The parameter importance of ECG parameters for predicting AF was mostly similar in P, QRS, and ST-T segment in models for both current and future AF.


Subject(s)
Atrial Fibrillation , Atrial Fibrillation/diagnosis , Atrial Fibrillation/epidemiology , Electrocardiography , Heart Atria , Humans , Predictive Value of Tests , Tachycardia
14.
Circ J ; 84(10): 1701-1708, 2020 09 25.
Article in English | MEDLINE | ID: mdl-32863288

ABSTRACT

BACKGROUND: Ischemic stroke (IS) and major bleeding, which are serious adverse events in patients with atrial fibrillation (AF), could have seasonal variations, but there are few reports.Methods and Results:In the Shinken Database 2004-2016 (n=22,018), 3,581 AF patients (average age, 63.5 years; 2,656 men, 74.2%; 1,388 persistent AF, 38.8%) were identified. Median CHADS2and HAS-BLED scores were both 1 point. Oral anticoagulants were prescribed for 2,082 (58.1%) patients (warfarin, 1,214; direct oral anticoagulants [DOACs], 868). Incidence and observation period (maximum 3 years) of IS, extracranial hemorrhage (ECH), and intracranial hemorrhage (ICH) were counted separately for the northern hemisphere seasons. During the mean follow-up period of 2.4 years, there were totals of 90 IS, 73 ECH, and 33 ICH cases. The respective incidence rates per 1,000 patient-years in spring, summer, autumn, and winter were 8.5, 8.8, 7.5, and 16.8 for IS, 7.2, 9.7, 3.8, and 13.1 for ECH, and 2.7, 1.9, 3.8, and 7.0 for ICH. The number of patients with DOACs relatively increased among those with ECH in summer. CONCLUSIONS: Significant seasonal variations were observed for IS, ECH, and ICH events in AF patients, and were consistently the highest in winter. A small peak of ECH was observed in summer, which seemed, in part, to be related to increased DOAC use.


Subject(s)
Atrial Fibrillation/epidemiology , Brain Ischemia/epidemiology , Intracranial Hemorrhages/epidemiology , Ischemic Stroke/epidemiology , Seasons , Administration, Oral , Aged , Anticoagulants/adverse effects , Atrial Fibrillation/drug therapy , Comorbidity , Female , Follow-Up Studies , Humans , Incidence , Intracranial Hemorrhages/chemically induced , Male , Middle Aged , Retrospective Studies , Risk Factors , Tokyo/epidemiology , Treatment Outcome , Warfarin/adverse effects
15.
Int Heart J ; 61(4): 748-754, 2020 Jul 30.
Article in English | MEDLINE | ID: mdl-32684605

ABSTRACT

Although bisoprolol is used widely to treat patients with heart failure (HF), little information is available regarding the association between the dose of bisoprolol administered and the bisoprolol plasma concentration (Bis-PC) in real-world clinical practice.This was a single-center, observational study in 114 patients with HF receiving once-daily bisoprolol. After determination of trough Bis-PC, the relationship between the dose of bisoprolol and Bis-PC was analyzed. In a multiple linear regression model, the dose of bisoprolol and estimated creatinine clearance (reciprocal number) were identified as independent predictors. HF severity and hepatic function were not associated with Bis-PC.Bis-PC was increased by renal dysfunction, which explained most of the discrepancy between the dose of bisoprolol administered and Bis-PC.


Subject(s)
Adrenergic beta-1 Receptor Antagonists/pharmacokinetics , Bisoprolol/pharmacokinetics , Heart Failure/drug therapy , Adrenergic beta-1 Receptor Antagonists/administration & dosage , Adrenergic beta-1 Receptor Antagonists/blood , Adult , Aged , Aged, 80 and over , Bisoprolol/administration & dosage , Bisoprolol/blood , Female , Humans , Male , Middle Aged
16.
Heart Vessels ; 35(9): 1234-1242, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32266477

ABSTRACT

Treatment and prognosis of elderly patients with atrial fibrillation (AF) may differ by the experience of fall or bone fracture. However, their current status is still unclear. From our institute database between 2010 and 2015, 674 AF patients with age ≥ 70 years were selected and were divided into those who experienced fall or fracture during the observation period (F/F group; n = 49) and those who did not (non-F/F group; n = 625). We compared the treatment and prognosis between the 2 groups. Patients in the F/F group were older (79 vs 76 years, P < 0.001) and had more comorbidities compared with those in the non-F/F group. The prescription rate of oral anticoagulant was similar between the two groups (77.6% vs 68.2%, P = 0.201), where warfarin was predominant. The F/F group was not associated with higher incidence of ischemic stroke. The F/F group was associated with a higher incidence of heart failure events (adjusted odds ratio (OR) 3.88; 95% confidence intervals (Cl) 1.70-8.85; P = 0.001), and cardiovascular events (OR 3.43; 95% Cl 1.71-6.85; P < 0.001). In elderly AF patients in a cardiovascular hospital, the experience of fall or fracture did not affect the prescription of oral anticoagulants and the incidence of ischemic stroke, but it was significantly associated with increase of heart failure.


Subject(s)
Accidental Falls , Anticoagulants/administration & dosage , Atrial Fibrillation/drug therapy , Brain Ischemia/prevention & control , Fractures, Bone/epidemiology , Heart Failure/epidemiology , Stroke/prevention & control , Warfarin/administration & dosage , Administration, Oral , Aged , Aged, 80 and over , Atrial Fibrillation/diagnosis , Atrial Fibrillation/epidemiology , Brain Ischemia/diagnosis , Brain Ischemia/epidemiology , Databases, Factual , Female , Fractures, Bone/diagnostic imaging , Heart Disease Risk Factors , Heart Failure/diagnosis , Humans , Incidence , Japan/epidemiology , Male , Risk Assessment , Stroke/diagnosis , Stroke/epidemiology
17.
Heart Vessels ; 35(9): 1256-1269, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32248254

ABSTRACT

Initial screening for proteinuria by urine dipstick test (UDT) may be useful for predicting clinical outcomes. The Shinken Database includes all the new patients visiting the Cardiovascular Institute Hospital in Tokyo, Japan. Patients for whom UDT was performed at their initial visit between 2004 and 2010 (n = 7131) were divided into three groups according to the test results: negative, trace, and positive (1+ to 4+) proteinuria. During the mean follow-up period of 3.4 years, 233 (3.1%) deaths, 255 (3.6%) heart failure (HF) events, and 106 (1.5%) ischemic stroke (IS) events occurred. Prevalence of atherothrombotic risks increased with an increase in the amounts of proteinuria. The incidence of all-cause death, HF and IS events increased significantly from negative to trace to positive proteinuria groups (log rank test, P for trend < 0.001). Multivariate analysis revealed independent association between proteinuria and all-cause death [hazard ratio (HR): 1.50, 95% confidence interval (CI) 1.07-2.10], HF (HR: 1.55, 95% CI 1.14-2.12), and IS (HR: 2.08, 95% CI 1.26-3.45). Even trace proteinuria was independently associated with HF (HR: 1.64, 95% CI 1.07-2.53) and IS (HR: 2.17, 95% CI 1.14-4.11) and with all-cause death (HR: 1.56, 95% CI 0.99-2.47). In conclusions, dipstick proteinuria was independently associated with cardiovascular events and death, suggesting that the UDT is a useful tool for evaluating patients' risk for such adverse events.


Subject(s)
Cardiovascular Diseases/epidemiology , Proteinuria/diagnosis , Proteinuria/epidemiology , Reagent Strips , Urinalysis/instrumentation , Adult , Aged , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/mortality , Cause of Death , Databases, Factual , Female , Heart Disease Risk Factors , Humans , Incidence , Japan/epidemiology , Male , Middle Aged , Predictive Value of Tests , Prognosis , Proteinuria/mortality , Retrospective Studies , Risk Assessment , Time Factors
18.
Sci Rep ; 10(1): 5425, 2020 03 25.
Article in English | MEDLINE | ID: mdl-32214220

ABSTRACT

HIF-1α, an essential transcription factor under hypoxic condition, is indispensable for chondrocytes during skeletal development but its expression and roles in articular chondrocytes are yet to be revealed. We examined HIF-1α protein expression and the hypoxic condition during mouse osteoarthritis (OA) development using state of the art hypoxic probes and found that its expression decreased as OA progressed, coinciding with the change in hypoxic conditions in articular cartilage. Gain- and loss-of-function of HIF-1α in cell culture experiments showed that HIF-1α suppressed catabolic genes such as Mmp13 and Hif2a. We confirmed these anticatabolic effects by measuring glycosaminoglycan release from wild type and conditional knock-out mice femoral heads cultured ex vivo. We went on to surgically induce OA in mice with chondrocyte-specific deletion of Hif1a and found that the development of OA was exacerbated. Increased expression of catabolic factors and activation of NF-κB signalling was clearly evident in the knock-out mice. By microarray analysis, C1qtnf3 was identified as a downstream molecule of HIF-1α, and experiments showed it exerted anti-catabolic effects through suppression of NF-κB. We conclude that HIF-1α has an anti-catabolic function in the maintenance of articular cartilage through suppression of NF-κB signalling.


Subject(s)
Cartilage, Articular/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , NF-kappa B/metabolism , Signal Transduction/physiology , Animals , Basic Helix-Loop-Helix Transcription Factors/metabolism , Cells, Cultured , Chondrocytes/metabolism , Matrix Metalloproteinase 13/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Osteoarthritis/metabolism
19.
Mar Drugs ; 18(3)2020 Mar 13.
Article in English | MEDLINE | ID: mdl-32183121

ABSTRACT

Toxoplasma gondii is a major protozoan parasite and infects human and many other warm-blooded animals. The infection leads to Toxoplasmosis, a serious issue in AIDS patients, organ transplant recipients and pregnant women. Neospora caninum, another type of protozoa, is closely related to Toxoplasma gondii. Infections of the protozoa in animals also causes serious diseases such as Encephalomyelitis and Myositis-Polyradiculitis in dogs or abortion in cows. Both Toxoplasma gondii and Neospora caninum have similar nucleoside triphosphate hydrolases (NTPase), NcNTPase and TgNTPase-I in Neospora caninum and Toxoplasma gondii, respectively. These possibly play important roles in propagation and survival. Thus, we targeted the enzymes for drug discovery and tried to establish a novel high-standard assay by a combination of original biochemical enzyme assay and fluorescent assay to determine ADP content. We then validated whether or not it can be applied to high-throughput screening (HTS). Then, it fulfilled criterion to carry out HTS in both of the enzymes. In order to identify small molecules having inhibitory effects on the protozoan enzyme, we also performed HTS using two synthetic compound libraries and an extract library derived from marine bacteria and then, identified 19 compounds and 6 extracts. Nagasaki University collected many extracts from over 18,000 marine bacteria found in local Omura bay, and continues to compile an extensive collection of synthetic compounds from numerous drug libraries established by Japanese chemists.


Subject(s)
Luminescent Measurements , Neospora/enzymology , Nucleoside-Triphosphatase/analysis , Toxoplasma/enzymology , Animals , Humans
20.
Drug Metab Pharmacokinet ; 35(2): 228-237, 2020 Apr.
Article in English | MEDLINE | ID: mdl-32044255

ABSTRACT

BACKGROUND: Although bisoprolol has been established to prevent heart failure (HF), finding the optimal dose remains a challenge. It is crucial to understand the distribution of bisoprolol plasma concentration (Bis-PC) and association with outcomes. METHODS: This was a single-center observational study in 114 HF patients under once-daily bisoprolol. After obtaining trough Bis-PC, patients were followed-up for 1 year. The primary endpoint was worsening of HF. Patients were divided according to the tertiles of Bis-PC. RESULTS: In multivariate logistic regression analysis, independent predictors of high Bis-PC (1st tertile: ≥ 5.38 ng/mL) were age, eGFR, and bisoprolol dose. The cumulative incidence rates of the primary endpoint were 10.5%/13.2%/26.3% in low/middle/high Bis-PC categories, respectively (log rank test, p = 0.087). Bis-PC was independently associated with the primary endpoint (hazard ratio [HR], 1.19 [per ng/mL], 95% CI 1.03-1.36). In subgroups, high Bis-PC was independently associated with the primary endpoint in elderly (HR 6.32, 95% CI 1.34-29.83) and HF with preserved ejection fraction (HFpEF) (HR 3.52, 95% CI 1.06-11.70). CONCLUSIONS: Bis-PC was increased by age and renal dysfunction, and high Bis-PC was associated with worsening of HF in elderly and HFpEF patients. Care should be taken to avoid overdose.


Subject(s)
Bisoprolol/adverse effects , Bisoprolol/blood , Heart Failure/blood , Heart Failure/chemically induced , Aged , Bisoprolol/administration & dosage , Female , Heart Failure/prevention & control , Humans , Kidney/drug effects , Kidney/metabolism , Male , Middle Aged , Multivariate Analysis , Regression Analysis
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