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It is essential to perform real time monitoring of the cardiac and physical activities in patients with cardiovascular diseases. Thus, the objective of this research was to develop a one-lead electrocardiogram (ECG) patch monitor for the detection of heartbeats and the calculation of frequency-domain parameters (as a mental index) of heart rate variability in real time. Consisting of a microcontroller with ARM 3 core and embedded with a three-axis accelerometer, this monitor could real time provide some additional information related to user’s daily physical activities. Main specification items of the ECG patch monitor were found to meet the standards of the International Electrotechnical Commission for medical electrical equipment and ambulatory electrocardiography systems (Holter ECG system). Its ingress protection rating, for instance, was found to be 68°. Thus, the ECG patch monitor allowed users to put it on all day, and to do various kinds of exercises or sports, even including swimming. In order to let users feel comfortable, it was designed to be of light weight and could run for over 24 h. A 4 GB flash memory was installed in the apparatus for data storage. The performance of the heartbeat detection algorithm was evaluated by using the MIT-BIH Arrhythmia Database. The results showed a sensitivity of 99.7% and a positive predictivity of 99.0% for the cardiac rhythm detection. Meanwhile, a mobile application algorithm allowed users to adjust some functions of the ECG patch monitor and to display the heart rate, mental index, and physical activities in 1 day. When users felt chest discomfort, they could push a button on the ECG patch monitor and 1-min ECG signals would be sent to the mobile device via Bluetooth 4.0. Based on the testing results, the patch-based ECG apparatus may be suitable for different types of users to apply in a ubiquitous healthcare environment, especially for those with a potential cardiac disease.

OBJECTIVES Patients with posterior circulation infarction are at higher risk of early recurrent stroke, especially those with vertebrobasilar stenosis or hypoplasia. The clinical presentations of this condition vary over a broad range, making diagnosis and treatment a challenge. Hemodynamic changes and stenosis detected by ultrasonography (US) are sensitive and important indicators for further evaluation. In this study, we correlated extracranial and intracranial US characteristics with brain magnetic resonance imaging (MRI) in patients with posterior circulation infarction. METHODS Inpatients with acute ischemic stroke who received both MRI and US were enrolled. Baseline characters, underlying disorders, the ischemic territory, and vascular stenosis on MRI were recorded. Series of US data, including flow volume, diameter, mean velocity, and pulsatility index, were analyzed. Patients with new infarction over the medulla, pons, midbrain, or cerebellum were enrolled as the posterior circulation infarction group. Patients with pure anterior circulation infarction were also enrolled. RESULTS A total of 210 patients with anterior circulation infarction (mean age ± SD, 66.24 ± 12.88 years) and 143 with posterior circulation infarction (mean age, 65.82 ± 11.39 years) were enrolled. Significant higher frequencies of vertebral artery hypoplasia and decreased intracranial vertebrobasilar velocity in the posterior circulation infarction group (44.75% and 64.33%, respectively) were documented (P

Heart failure is a growing epidemic, especially in Taiwan because of the aging population. The 2016 Taiwan Society of Cardiology – Heart Failure with reduced Ejection Fraction (TSOC-HFrEF) registry showed that the guideline-recommended therapies were prescribed suboptimally both at the time of hospital discharge and during follow-up. We, therefore, conducted this 2019 focused update of the guidelines of the Taiwan Society of Cardiology for the diagnosis and treatment of heart failure to reinforce the importance of new diagnostic and therapeutic modalities of heart failure. The 2019 focused update discusses new diagnostic criteria, pharmacotherapy, non-pharmacological management, and certain co-morbidities of heart failure. Angiotensin receptor neprilysin inhibitor and If channel inhibitor is introduced as new and recommended medical therapies. Latest criteria of cardiac resynchronization therapy, implantable cardioverter-defibrillator, heart transplantation, and ventricular assist device therapy are reviewed in the non-pharmacological management chapter. Co-morbidities in heart failure are discussed including chronic kidney disease, diabetes, chronic obstructive pulmonary disease, and sleep-disordered breathing. We also explain the adequate use of oxygen therapy and non-invasive ventilation in heart failure management. A particular chapter for chemotherapy-induced cardiac toxicity is incorporated in the focused update to emphasize the importance of its recognition and management. Lastly, implications from the TSOC-HFrEF registry and post-acute care of heart failure are discussed to highlight the importance of guideline-directed medical therapy and the benefits of multidisciplinary disease management programs. With guideline recommendations, we hope that the management of heart failure can be improved in our society.

Objectives Hydroxychloroquine is widely used to treat certain viral and rheumatic diseases including systemic lupus erythematosus. Cardiac arrhythmia is an important safety issue with hydroxychloroquine. The aim of this study was to investigate whether hydroxychloroquine increases new-onset arrhythmia among patients with systemic lupus erythematosus. Methods This was a nested case-control study using data from the Longitudinal Health Insurance Database of Taiwan. A conditional logistic regression model was used to analyse differences in the risk of arrhythmia between systemic lupus erythematosus patients with and without hydroxychloroquine treatment after controlling for related variables. Results A total of 2499 patients with newly diagnosed systemic lupus erythematosus were identified (81% females), of whom 251 were enrolled in the new-onset arrhythmia group (mean age 50.4 years) and 251 in the non-arrhythmia group (mean age 49.1 years). There was no significantly increased risk of cardiac arrhythmia (adjusted odds ratio = 1.49, 95% confidence interval: 0.98–2.25) or ventricular arrhythmia (adjusted odds ratio = 1.02, 95% confidence interval: 0.19–5.41) between the patients with and without hydroxychloroquine treatment. In addition, there were no significant differences in the risk of arrhythmia between those receiving hydroxychloroquine treatment for Conclusion In patients with systemic lupus erythematosus, hydroxychloroquine treatment did not significantly increase the risk of cardiac arrhythmia or life-threatening ventricular arrhythmia regardless of the different hydroxychloroquine treatment duration, drug adherence rate, or daily dose.

We read with interest the study by Graef et al ,1 who mentioned about the treatment and safety of hydroxychloroquine (HCQ) for the current COVID-19 pandemic. They described that decades of research strongly support the well control of disease activity and survival benefit of HCQ use in rheumatic diseases, such as systemic lupus erythematosus and rheumatoid arthritis (RA). They also highlight that HCQ should be used with caution in patients with COVID-19, including the safety concern, especially when combined with administration of azithromycin because both of them are known corrected QT interval (QTc) prolongation agents. During early outbreak, HCQ, combined with azithromycin, has been used as a treatment option for COVID-19.2 3 Recently, an observational study with 1446 patients with COVID-19 reported that HCQ administration was not associated with a lower risk of intubation or death.4 However, the reasons for mortality were not illustrated. Multiple confounding factors like histories of ischaemic heart disease, heart failure and cardiac arrhythmia were not well adjusted. The main functional site of HCQ in COVID-19 is the entry via ACE2 preceptor.5 6 We believe that patient selection in early phases of COVID-19 infection would be more appropriate than well-established pneumonia or cytokines storm cases. The risk of cardiac arrhythmias is an important safety issue. HCQ …

As photoplethysmographic (PPG) signals are comprised of numerous pieces of important physiological information, they have been widely employed to measure many physiological parameters. However, only a high-quality PPG signal can provide a reliable physiological assessment. Unfortunately, PPG signals are easily corrupted by motion artifacts and baseline drift during recording. Although several rule-based algorithms have been developed for evaluating the quality of PPG signals, few artificial intelligence-based algorithms have been presented. Thus, this study aims to classify the quality of PPG signals by using two two-dimensional deep convolution neural networks (DCNN) when the PPG pulse is used to measure cardiac stroke volume (SV) by impedance cardiography. An image derived from a PPG pulse and its differential pulse is used as the input to the two DCNN models. To quantify the quality of individual PPG pulses, the error percentage of the beat-to-beat SV measured by our device and medis&reg, CS 2000 synchronously is used to determine whether the pulse quality is high, middle, or low. Fourteen subjects were recruited, and a total of 3135 PPG pulses (1342 high quality, 73 middle quality, and 1720 low quality) were obtained. We used a traditional DCNN, VGG-19, and a residual DCNN, ResNet-50, to determine the quality levels of the PPG pulses. Their results were all better than the previous rule-based methods. The accuracies of VGG-19 and ResNet-50 were 0.895 and 0.925, respectively. Thus, the proposed DCNN may be applied for the classification of PPG quality and be helpful for improving the SV measurement in impedance cardiography.

Objectives Vertebrobasilar dolichoectasia (VBD) and vertebral artery hypoplasia (VAH) are known predisposing factors of posterior circulation stokes. These vascular conditions have unique hemodynamic patterns in neuroimaging studies; however, they have been presented as a single entity in some reports. The aim of this retrospective study was to clarify the relationship between these conditions with regard to ultrasound (US) findings. Methods A total of 465 patients with strokes were recruited. Brain magnetic resonance imaging of vertebrobasilar arteries and differences in extracranial side-to-side vertebral artery (VA) flow were recorded by US and compared in groups. Results The mean age of the 465 patients ± SD was 67.23 ± 12.13 years; 296 were men. The prevalence of VBD was 13.5% (n = 63), and 10.8% (n = 50) of the patients had coexisting VAH and VBD. These patients also had the highest prevalence of posterior circulation strokes (58% [n = 29]). A cutoff value of 55.65 mL/min and a ratio discrepancy of 5.28 (group median) for the side-to-side extracranial VA flow volume as detected by conventional US were also observed in the patients with both VAH and VBD. Conclusions Our study revealed a higher prevalence of posterior circulation strokes in the patients with both VBD and VAH. Chronic asymmetric hemodynamic shear force in extracranial VAs leading to deformity of the vertebrobasilar system may explain our observations. Accordingly, the blood flow volume and the ratio difference could potentially be used to detect patients at risk of VBD and reduce stroke risk factors.

Systemic lupus erythematosus (SLE) can affect all heart structures including the conduction system, with either reversible or permanent derangement. However, only a few cases of adult SLE and complete atrioventricular (AV) block have been reported. We describe a young pregnant woman who initially presented with complete AV block on electrocardiography before the diagnosis of SLE. Syncope subsequently developed during the postpartum period due to frequent nonsustained polymorphic ventricular tachycardia, suggesting lupus myocarditis. The ventricular arrhythmia was successfully treated by intravenous corticosteroids, lidocaine and implantation of a permanent pacemaker. This may represent the first report of complete AV block with polymorphic ventricular tachycardia, which was identified before the other clinical features of SLE fully manifested. SLE should be considered if a patient presents with complete AV block without other clinical features. It may warn for early diagnosis and appropriate treatment of SLE including lupus-related heart disease.

This study sought to determine the association between twinkling artifacts on color Doppler ultrasound and different types of guidewires.Twenty-two commonly used guidewires were classified into three groups according to decreasing diameter (Group 1, 0.035"; Group 2, 0.018"; and Group 3, 0.014") and testedThe percentages (tips/shafts) of twinkling artifacts were 100%/100% for Group 1; 0%/33.3% for Group 2; and 18.8%/31% for Group 3. The mean scores (tips/shafts) were 2.3/2.7 for Group 1; 0/0.3 for Group 2; and 0.3/0.4 for Group 3. Among them, both two guidewires with strong twinkling artifacts (score = 3) exhibited extensive rough surfaces on microscopic pictures.The twinkling artifacts were more likely to present in guidewires with larger diameters (from 0.014" to 0.035") in our study settings. The surface roughness may be the contribution to the twinkling artifact. Internal heterogeneities, such as types of material, types of coating, tip loading, and spring coil length, do not show influence on the twinkling artifact.

The CHADSThis prospective study included all 1494 patients who had acute ischaemic stroke without haemorrhagic transformation which was evidenced with magnetic resonance (MR) imaging during hospitalization. Total infarction volume and arterial stenosis score were calculated based on MR imaging. National Institutes of Health Stroke Scale scores (NIHSSs) were obtained at admission and discharge by board-certified neurologists. The clinical outcomes were defined as composite endpoints of restroke and mortality and were recorded with the mean follow-up period of 37.5 months.There were 195 (13.1%) patients with AF. The patients with AF had significantly higher median CHADSPrestroke CHA

Patient Initials or Identifier Number 237549 ### Relevant Clinical History and Physical Exam This 62 y/o male was a patient of Type 2 DM with medical control for 15+ years, DM nephropathy with ESRD and regular hemodialysis. He had past history of Coronary artery disease with triple vessel

Background The endothelial function has been proven to be an important factor in the pathogenesis of atherosclerosis, hypertension and heart failure. The flow-mediated vasodilation (FMD) of the peripheral artery is an endothelium-dependent function. Brachial-artery ultrasound scanning is the popular method for evaluating FMD. However, good technical training on ultrasonography is required for the user to obtain high-quality data. Therefore, the goal of this study was to propose a new method which only used a sphygmomanometer cuff to occlude the blood flow and record the vascular volume waveform (Vwave). Results We used this method to assess the FMD in the menstrual cycle for 26 volunteer females. All female subjects were evaluated two times (M: menstrual phase; F: luteal phase) in one menstrual cycle and for two cycles. In the first cycle, the FMD volume ratio in M was 101.9 ± 45.5 % and was higher in L, at 137.5 ± 62.1 % (p = 0.0032 versus M). In the second cycle, the FMD volume ratios in M and L were 91.4 ± 37.0 % and 124.0 ± 56.4 %, respectively (p

In clinics an accurate vessel segmentation method is important to quantize the vessel volume change with respect to time for artery elasticity measurement. This study proposes a modified version on 3D---expanded dynamic programming to find an optimal surface in a 3D matrix. The aim of this study is to discover the robustness against noises in measuring the cross-sectional area of the femoral artery on MRI datasets of ultra-endurance runners as accurately as possible. To do this, we use phantom images with different added noises and different image contrasts to find out the optimal parameters using grid search. The contrast between the vessel lumen and its background in phantom study is changed to simulate the real MRI dataset. We also add a plaque in phantom images to test the accuracy of the proposed algorithm in dealing pathologic cases. The phantom studies and grid search on selecting optimal parameters can offer an alternative way on parameter selection. In application to MRI, the accuracy is performed via comparisons between the manual tracings of experts and automated results. The mean relative error is 2.1 % ± 2.1 % on testing 11 MRI datasets (total 550 images). The phantom studies and grid search on selecting optimal parameters can offer an alternative way on parameter selection.

The Laboratory Risk Indicator for Necrotizing Fasciitis (LRINEC) score has been verified as a useful diagnostic tool for detecting necrotizing fasciitis (NF). Its application, however, is mainly for NF types I and II. The practical relevance of the LRINEC score for Vibro vulnificus-related skin and soft tissue infection (SSTI) was hardly ever investigated. The aim of this study was to assess the applicability of the LRINEC scoring system and to identify NF-predicting factors in patients with V. vulnificus-caused SSTI.A retrospective study was conducted, enrolling 125 consecutive patients diagnosed with V. vulnificus-related SSTI who were admitted to a teaching hospital between January 2003 and December 2011. Demographics, laboratory data, comorbidities, treatment, and outcomes were collected for each patient and extracted for analysis. Logistic regression and receiver operating characteristic curve analyses were performed.The mean (SD) age of the 125 patients was 63.0 (10.9) years; 58% of the patients were male. The mean (SD) LRINEC score at admission was 2.4 (1.9) points. Of the 125 patents, 72 (58%) had NF. Multivariate analysis revealed that the presence of hemorrhagic bullous lesions (p = 0.002) and higher LRINEC scores at admission (p0.0001) were significantly associated with the presence of NF. In addition, the area under the receiver operating characteristic curve for the LRINEC scoring model for detecting NF was 0.783 (p0.0001). An optimal cutoff LRINEC score of 2 or greater had a sensitivity of 71%, a specificity of 83%, and a positive predictive value of 85%, with an 11.9-fold increased risk for the presence of NF (p0.0001).We have demonstrated that the LRINEC score and hemorrhagic bullous/blistering lesions are significant predictors of NF in patients with V. vulnificus-related SSTI. V. vulnificus-infected patients having hemorrhagic bullous/blistering lesions or with an LRINEC score of 2 or greater should be thoughtfully evaluated for the presence of NF.Diagnostic test study, level II.

Patient initials or identifier number 8112527 ### Relevant clinical history and physical exam 64 years old male HCVD, hyperlipidemia, heavy smoker for 20+ years Angina on 2006, CAG: Insignificant CAD Acute lat. wall MI, CAD with single vessel disease s/p PCI of P-LCX on 2008 Worsen chest

Patient initials or identifier number 2386048 2386048 2386048 ### Relevant clinical history and physical exam The Medication history of Coronary artery disease, triple vessel disease, post stenting for LAD, LCX and RCA; Diabetes mellitus with OHA control; Dyslipidemia; Hypertensive

The purpose of the present study was to evaluate graft and patient survival and long-term outcomes of primary endoluminal stenting (PES) as an initial treatment for transplant renal artery stenosis (TRAS).From December 1999 to March 2010, 744 consecutive patients undergoing renal transplantation were enrolled. Patients were divided into one of two groups: the study group, comprised of 18 patients who underwent PES for TRAS60%, and a control group, including the remaining 726 recipients who did not develop TRAS post-transplantation. Primary outcome measures were death-censored graft failure and all-cause mortality. The immediate and long-term effects of PES were evaluated by assessing blood pressure (BP) control and biochemical graft function.The technical success rate for PES was 100%, and minor complication occurred in only one case (5.6% of the study group). With a mean follow-up of 7.1 ± 3.7 and 6.9 ± 2.4 years in the study and control groups, respectively, 4 patients in the study group and 113 patients in the control group reached the primary outcome (log rank P = 0.418). The reduction in stenosis resulted in immediate improvement in BP control and graft function, which persisted throughout the 6 year follow-up period. Restenosis occurred in only one patient (5.6%), but restenosis was not the cause of graft failure.This study indicated that both the long-term graft and patient survival were as good in TRAS patients treated with PES as in patients without TRAS. The data also supported the use of PES as an initial treatment for TRAS.

The color Doppler twinkling artifact manifests as a rapidly changing mixture of red and blue colors behind strongly reflective structures. The twinkling artifact occurs behind diseased cardiac valves, although the phenomenon is not well described. This study sought to determine the presence of the color Doppler twinkling artifact in calcified cardiac valves in vitro using soft tissue radiography for reference. Seventeen specimens of diseased cardiac valves from patients undergoing valve replacement surgery were studied. The overall sensitivity and specificity for the detection of calcifications using the presence of the twinkling artifact were 66.7% and 81.8%, respectively. If valves with only microcalcifications or smooth calcifications were eliminated from the analysis, all (100%) of the three valves with irregular macrocalcifications exhibited the twinkling artifact. It is important to recognize this artifact because it may lead to misdiagnosis of vascular flow in echocardiography.

The pulse contour method is often used with the Windkessel model to measure stroke volume. We used a digital pressure and flow sensors to detect the parameters of the Windkessel model from the pulse waveform. The objective of this study was to assess the stability and accuracy of this method by making use of the passive leg raising test. We studied 24 healthy subjects (40 &plusmn, 9.3 years), and used the Medis&reg, CS 1000, an impedance cardiography, as the comparing reference. The pulse contour method measured the waveform of the brachial artery by using a cuff. The compliance and resistance of the peripheral artery was detected from the cuff characteristics and the blood pressure waveform. Then, according to the method proposed by Romano et al., the stroke volume could be measured. This method was implemented in our designed blood pressure monitor. A passive leg raising test, which could immediately change the preloading of the heart, was done to certify the performance of our method. The pulse contour method and impedance cardiography simultaneously measured the stroke volume. The measurement of the changes in stroke volume using the pulse contour method had a very high correlation with the Medis&reg, CS 1000 measurement, the correlation coefficient of the changed ratio and changed differences in stroke volume were r2 = 0.712 and r2 = 0.709, respectively. It was shown that the stroke volume measured by using the pulse contour method was not accurate enough. But, the changes in the stroke volume could be accurately measured with this pulse contour method. Changes in stroke volume are often used to understand the conditions of cardiac preloading in the clinical field. Moreover, the operation of the pulse contour method is easier than using impedance cardiography and echocardiography. Thus, this method is suitable to use in different healthcare fields.

BACKGROUND The CHADS2 and CHA2 DS2 -VASc scores are clinical risk stratification instruments that are used clinically to assess the risk of stroke in patients with atrial fibrillation (AF). The aim of this study was to evaluate whether the prestroke CHADS2 and CHA2 DS2 -VASc scores could be useful for predicting infarction severity and long-term outcomes in patients with acute ischaemic stroke. MATERIALS AND METHODS This prospective study included all 1494 patients who had acute ischaemic stroke without haemorrhagic transformation which was evidenced with magnetic resonance (MR) imaging during hospitalization. Total infarction volume and arterial stenosis score were calculated based on MR imaging. National Institutes of Health Stroke Scale scores (NIHSSs) were obtained at admission and discharge by board-certified neurologists. The clinical outcomes were defined as composite endpoints of restroke and mortality and were recorded with the mean follow-up period of 37.5 months. RESULTS There were 195 (13.1%) patients with AF. The patients with AF had significantly higher median CHADS2 and CHA2 DS2 -VASc scores than the patients without AF (P

Purpose: This study sought to determine the association between twinkling artifacts on color Doppler ultrasound and different types of guidewires. Materials and Methods: Twenty-two commonly used guidewires were classified into three groups according to decreasing diameter (Group 1, 0.035”; Group 2, 0.018”; and Group 3, 0.014”) and tested in vitro. Severity of twinkling was visually graded into four categories (0–3, from weak to strong). Results: The percentages (tips/shafts) of twinkling artifacts were 100%/100% for Group 1; 0%/33.3% for Group 2; and 18.8%/31% for Group 3. The mean scores (tips/shafts) were 2.3/2.7 for Group 1; 0/0.3 for Group 2; and 0.3/0.4 for Group 3. Among them, both two guidewires with strong twinkling artifacts (score = 3) exhibited extensive rough surfaces on microscopic pictures. Conclusion: The twinkling artifacts were more likely to present in guidewires with larger diameters (from 0.014” to 0.035”) in our study settings. The surface roughness may be the contribution to the twinkling artifact. Internal heterogeneities, such as types of material, types of coating, tip loading, and spring coil length, do not show influence on the twinkling artifact.

Purpose The study sought to evaluate the efficacy of magnetic resonance imaging (MRI) in patients with suspected subclavian steal syndrome (SSS) using both contrast-enhanced (CE) MR angiography and phase-contrast (PC) MRI. Methods Fifteen suspected SSSs from 13 patients were evaluated using CE-MR angiography and PC-MRI. Ten patients also received dynamic CE-MR angiography. Results All MRI examinations were technically successful. By combining CE-MR angiography with PC-MRI, 10 SSSs were diagnosed in 9 patients. The delay enhancement dynamic technique predicted SSS with a sensitivity, specificity, and accuracy of 57.1%, 100%, and 72.7%, respectively. Without the dynamic technique, affected delay-enhanced arteries were poorly visualized and could be mistaken for occluded vessels. Retrograde vertebral flow by PC-MRI was used to predict ipsilateral SSS with a sensitivity, specificity, and accuracy of 100%, 60%, and 86.7%, respectively. There were 2 false positives including 1 patient with a proximal total occlusion of the affected vertebral artery and another with brachiocephalic steal syndrome rather than SSS. This suggested that retrograde vertebral flow does not always indicate SSS. Conclusions CE-MR angiography combined with PC-MRI is efficacious when evaluating SSS in clinical practice.

Ming-Lung Chuang,1,2 Shih-Feng Huang,1 Chun-Hung Su2,3 1Division of Pulmonary Medicine and Department of Critical Care Medicine, 2School of Medicine, 3Division of Cardiology and Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan, Republic of China Background: Impaired peripheral oxygenation (IPO)-related variables readily achieved with cardiopulmonary exercise testing (CPET) represent cardiovascular dysfunction. These variables include peak oxygen uptake (VO2) 31 and >34, respectively. Some of these six variables may be normal while the others are abnormal in patients with chronic obstructive pulmonary disease (COPD). This may result in confusion when using the interpretation algorithm for diagnostic purposes. We therefore hypothesized that patients found to have abnormal values for all six variables would have worse cardiovascular function than patients with abnormal values for none or some of these variables.Methods: In this cross-sectional comparative study, 58 COPD patients attending a university teaching hospital underwent symptom-limited CPET with multiple lactate measurements. Patients with abnormal values in all six IPO-related variables were assigned to an IPO group while those who did not meet the requirements for the IPO group were assigned to a non-IPO group. Cardiovascular function was measured by two-dimensional echocardiography and Δlactate/ΔVO2, and respiratory dynamics were compared between the two groups.Results: Fourteen IPO and 43 non-IPO patients were entered into the study. Both groups were similar with regard to left ventricular ejection fraction and right ventricular morphology (P>0.05 for both). At peak exercise, both groups reached a similar heart rate level and Δlactate/ΔVO2. The IPO patients had an unfavorable dead space to tidal volume ratio, mean inspiratory tidal flow, and shallow breathing (P

Biologically a gene or a sample could participate in multiple biological pathways, and only few genes are concurrently involved in a cellular process under some specific experimental conditions. Hence, identification of a subset of genes showing similar regulations under subsets of condition in microarray data has become an important research issue. Many investigators develop bi-clustering methods to attack this problem. In this study, we adopt fuzzy co-clustering concept and design a procedure to iteratively extract bi-clusters with co-expressed gene patterns (here the entire proposed process is called a modified fuzzy co-clustering (MFCC) approach). We have applied synthetic data and compared our MFCC's performance with four well-known state-of-the-art methods. Here we have not only shown that our MFCC approach can successfully extract each designed bi-clusters in the synthetic data sets, but also have demonstrated the better performance by our MFCC approach.

Previously we have developed a feature selection mechanism (Fuzzy Systems - Feature Attenuating Gates, FS-FAG), which cannot deal with very high dimensional data in an efficient manner. To address this issue, in this study we introduce a divide-and-conquer strategy for selection of marker genes for high dimensional cancer microarray data. This is a hierarchical system, which can be used with very high dimensional data. To demonstrate the effectiveness of the proposed scheme, we use two sets of microarray data under different experimental conditions. We examine the variations in the selected number of genes, the number of the final sets of marker genes, and the discriminating power of cancer subtypes of the selected marker genes. Experimental results demonstrate that proposed method indeed selects marker genes with good discriminating power for different cancer subtypes.

In biological systems, microRNAs involve in the regulation of their target genes by degrading the targeted binding mRNAs or by repressing the corresponding protein products. MicroRNAs are shown to play important roles in numerous biological processes, such as disease formation, especially in cancer. Predicting the target binding site of microRNA can help to identify the novel miroRNA target genes. Either microRNAs or its target genes can be recognized as biomarkers for diagnosis of diseases, prediction of prognosis, or even therapy decision. In this study, first we apply support vector machines (SVMs), neural networks and decision tree-based approaches to select a set of useful features, which represent important characteristics for the determination of the interaction between microRNA and its target binding mRNA sequence. Next, these selected features are used in two classifiers, SVM and Random Forests, to perform prediction of microRNA target sites. The features that are selected by Random Forests itself exhibit the best performance for predicting the binding site of microRNA. Its prediction accuracy can reach about 75%.

Background The aim of this study was to evaluate the impact of timing of surgery on mortality risk in patients with necrotizing fasciitis (NF) caused by Vibrio vulnificus infection. Methods Medical records of 121 patients (mean age, 65.2 ± 11.6 years) with V vulnificus –related NF who underwent surgical intervention between July 1998 and June 2011 were collected and reviewed retrospectively. These patients were divided into 3 groups according to the time between admission and surgical treatment as follows: those who received surgical treatment less than 12 hours after admission, those who received treatment 12 to 24 hours after admission, and those who received treatment more than 24 hours after admission. Cox regression analysis was performed to assess the effect of the timing of surgery after admission on mortality risk across the 3 groups by adjusting for potential confounding covariates. Results During their hospitalization, 35 patients died, yielding a case-fatality rate of 29%. After adjustment for potential confounding covariates (age, sex, duration of prodrome before admission, severity of illness on admission, the presence of primary septicemia, hepatic disorders, chronic renal insufficiency, blood pressure less than 90/60 mm Hg on admission, surgical and antibiotic modalities, and intensive care needed), patients who underwent surgery less than 12 hours after admission had a significantly lower mortality risk compared with those who had surgery either 12 to 24 hours after admission (adjusted hazard ratio [HR], .064; 95% confidence interval [CI], 1.6 × 10 −7 to .25; P = .037) or more than 24 hours after admission (adjusted HR, .0043; 95% CI, 2.1 × 10 −5 to .0085; P = .002). There was no difference in mortality risk between patients who underwent surgery 12 to 24 hours after admission and those who had surgery more than 24 hours after admission ( P = .849). Conclusions Our data provide important clinically based evidence for the beneficial effects of surgical treatment within 12 hours of admission for V vulnificus –related NF.

BACKGROUND: Identification of amino acid propensities that are strong determinants of linear B-cell epitope is very important to enrich our knowledge about epitopes. This can also help to obtain better epitope prediction. Typical linear B-cell epitope prediction methods combine various propensities in different ways to improve prediction accuracies. However, fewer but better features may yield better prediction. Moreover, for a propensity, when the sequence length is k, there will be k values, which should be treated as a single unit for feature selection and hence usual feature selection method will not work. Here we use a novel Group Feature Selecting Multilayered Perceptron, GFSMLP, which treats a group of related information as a single entity and selects useful propensities related to linear B-cell epitopes, and uses them to predict epitopes. METHODOLOGY/ PRINCIPAL FINDINGS: We use eight widely known propensities and four data sets. We use GFSMLP to rank propensities by the frequency with which they are selected. We find that Chou's beta-turn and Ponnuswamy's polarity are better features for prediction of linear B-cell epitope. We examine the individual and combined discriminating power of the selected propensities and analyze the correlation between paired propensities. Our results show that the selected propensities are indeed good features, which also cooperate with other propensities to enhance the discriminating power for predicting epitopes. We find that individually polarity is not the best predictor, but it collaborates with others to yield good prediction. Usual feature selection methods cannot provide such information. CONCLUSIONS/ SIGNIFICANCE: Our results confirm the effectiveness of active (group) feature selection by GFSMLP over the traditional passive approaches of evaluating various combinations of propensities. The GFSMLP-based feature selection can be extended to more than 500 remaining propensities to enhance our biological knowledge about epitopes and to obtain better prediction. A graphical-user-interface version of GFSMLP is available at: http://bio.classcloud.org/GFSMLP/.

Puncture or laceration of the pulmonary, intercostal, or peripheral vessels is an uncommon, but potentially life-threatening, complication of thoracentesis, which has been reported to result in severe haemothorax in 75% of patients. Damage to these vessels typically requires surgical intervention or intra-arterial embolisation. We report the successful non-surgical management of an unusual case of pulmonary artery perforation without concomitant haemothorax in an 82-year-old man who underwent thoracentesis.