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  Bestsellers

  • articleOpen Access

    DIAGNOSIS OF HEART FAILURE BASED ON THE PHASE SPACE COMPLEXITY OF BALLISTOCARDIOGRAM WITH ENSEMBLE EMPIRICAL MODE DECOMPOSITION

    This study introduced a novel auxiliary method for heart failure (HF) diagnosis using the phase space complexity features of ballistocardiogram (BCG) signals collected from piezoelectric sensors. Such a method can potentially monitor high-risk patients out of the clinic. Experimental measurements were collected from 46 patients with HF and 24 healthy subjects. The signals were divided into 1014 nonoverlapping segments (HF: 684 segments, Healthy: 330 segments). First, a digital signal processing framework was established to extract phase space complexity features of BCG with ensemble empirical mode decomposition. Applying a targeted selection strategy, we then identified three key intrinsic mode function (IMF) bands (IMF4–IMF6) for subsequent analysis. Different IMF combinations of features were evaluated using the K-Nearest Neighbors (KNN), Support Vector Machine (SVM), Random Forest (RF), and eXtreme Gradient Boosting (XGB) approaches. Through 10-fold cross-validation, the proposed method exhibited 94.98%, 93.80%, 94.76%, and 94.86% accuracies for the KNN, SVM, RF, and XGB classifiers, respectively. The best performance was achieved by combining IMF4–IMF6 features with the KNN classifier. The proposed BCG signal processing framework is lucrative for diagnosing HF in a home setting.

  • articleNo Access

    Effect of Berberine on Regression of Pressure-Overload Induced Cardiac Hypertrophy in Rats

    Berberine is the basic chemical component of a Chinese herb, Coptis chinensis Franch (coptis), considered to be useful in treating some diseases of the cardiovascular system, such as hypertension and chronic heart failure (CHF). In this study, we investigate the inhibitory effect of berberine on experimental cardiac hypertrophy, which is regarded as a risk factor of CHF and other heart diseases. Forty-two male SD rats were divided into four groups: age-matched control, aortic banding model, berberine-treated group and captopril-treated group. Cardiac hypertrophy was induced by suprarenal abdominal aorta constriction (banding). The drugs were orally administered for 8 weeks starting from 4 weeks after surgery at dosage of berberine 10 mg/kg and captopril 50 mg/kg. Blood pressure (BP) was measured four times during the period of the experiment, and hemodynamic parameters, cardiac index, cell size of left ventricular myocardium and total protein of left ventricular tissue were detected 8 weeks after treatment with drugs. The data from the present study showed that: (1) The BP of the aorta banded rats was increased compared with those of the normal (p < 0.001) and the age-matched control rats (p < 0.001), and berberine showed no significant effect on it. (2) After 8 weeks of treatment with berberine, the elevated left ventricular end diastolic pressure (LVEDP) was slightly decreased compared with the aortic banded rats. Meanwhile, the maximum rates of contraction and relaxation (±dp/dtmax) was increased (p < 0.05) and the time to reach the point of maximum rate from beginning of contraction (t-dp/dt) was shortened (p < 0.01), indicating that the functions of heart, both contraction and relaxation, were improved. (3) Cardiac growth was inhibited by treatment with berberine. Both whole heart and left ventricular weight were notably decreased compared with the banded rats (p < 0.05 and p < 0.01). (4) The cell size of left ventricular myocardium was significantly reduced (p < 0.001) and the total protein of left ventricular tissue was slightly down-regulated by treatment with berberine. These data suggest that berberine can improve abnormal cardiac function and can prevent the development of left ventricular hypertrophy induced by pressure overload. This indicates that it may have therapeutic potential in the treatment of CHF.

  • articleNo Access

    Acacetin is a Promising Drug Candidate for Cardiovascular Diseases

    Phytochemical flavonoids have been proven to be effective in treating various disorders, including cardiovascular diseases. Acacetin is a natural flavone with diverse pharmacological effects, uniquely including atrial-selective anti-atrial fibrillation (AF) via the inhibition of the atrial specific potassium channel currents IKur (ultra-rapidly delayed rectifier potassium current), IKACh (acetylcholine-activated potassium current), IsKCa (calcium-activated small conductance potassium current), and Ito (transient outward potassium current). Ito inhibition by acacetin, notably, suppresses experimental J-wave syndromes. In addition, acacetin provides extensive cardiovascular protection against ischemia/reperfusion injury, cardiomyopathies/heart failure, autoimmune myocarditis, pulmonary artery hypertension, vascular remodeling, and atherosclerosis by restoring the downregulated intracellular signaling pathway of Sirt1/AMPK/PGC-1α followed by increasing Nrf2/HO-1/SOD thereby inhibiting oxidation, inflammation, and apoptosis. This review provides an integrated insight into the capabilities of acacetin as a drug candidate for treating cardiovascular diseases, especially atrial fibrillation and cardiomyopathies/heart failure.

  • articleNo Access

    Modulated wave formation in myocardial cells under electromagnetic radiation

    We exclusively analyze the onset and condition of formation of modulated waves in a diffusive FitzHugh–Nagumo model for myocardial cell excitations. The cells are connected through gap junction coupling. An additive magnetic flux variable is used to describe the effect of electromagnetic induction, while electromagnetic radiation is imposed on the magnetic flux variable as a periodic forcing. We used the discrete multiple scale expansion and obtained, from the model equations, a single differential-difference amplitude nonlinear equation. We performed the linear stability analysis of this equation and found that instability features are importantly influenced by the induced electromagnetic gain. We present the unstable and stable regions of modulational instability (MI). The resulting analytic predictions are confirmed by numerical experiments of the generic equations. The results reveal that due to MI, an initial steady state that consisted of a plane wave with low amplitude evolves into a modulated localized wave patterns, soliton-like in shape, with features of synchronization. Furthermore, the formation of periodic pulse train with breathing motion presents a disappearing pattern in the presence of electromagnetic radiation. This could provide guidance and better understanding of sudden heart failure exposed to heavily electromagnetic radiation.

  • articleNo Access

    OPPORTUNITIES AND CHALLENGES OF MACHINE LEARNING AND DEEP LEARNING TECHNIQUES IN CARDIOVASCULAR DISEASE PREDICTION: A SYSTEMATIC REVIEW

    Healthcare is indeed an inevitable part of life for everyone. In recent days, most of the deaths have been happening because of noncommunicable diseases. Despite the significant advancements in medical diagnosis, cardiovascular diseases are still the most prominent cause of mortality worldwide. With recent innovations in Machine Learning (ML) and Deep Learning (DL) techniques, there has been an enormous surge in the clinical field, especially in cardiology. Several ML and DL algorithms are useful for predicting cardiovascular diseases. The predictive capability of these algorithms is promising for various cardiovascular diseases like coronary artery disease, arrhythmia, heart failure, and others. We also review the lung interactions during heart disease. After the study of various ML and DL models with different datasets, the performance of the various strategies is analyzed. In this study, we focused on the analysis of various ML and DL algorithms to diagnose cardiovascular disease. In this paper, we also presented a detailed analysis of heart failure detection and various risk factors. This paper may be helpful to researchers in studying various algorithms and finding an optimal algorithm for their dataset.

  • articleNo Access

    COMPUTATIONAL SIMULATION OF THE INTERACTION AMONG AUTOREGULATION MECHANISMS REGULATING CEREBRAL BLOOD FLOW RATE IN SYSTOLIC HEART FAILURE

    In this study, a lumped parameter model which includes systemic circulation, cerebral blood vessels, systemic arteriolar resistance control, heart rate control, cerebral autoregulation mechanisms and cerebral CO2 reactivity was developed to simulate healthy and heart failure conditions. In the healthy cardiovascular system model, the results were obtained with all control mechanisms connected to the model. Whilst heart failure cases were simulated, all control mechanisms were removed from the model. Then, cerebral autoregulation and cerebral CO2 reactivity mechanisms were connected to the model. Lastly, systemic arteriolar resistance and heart rate control mechanisms were connected to the model. Also, Monte Carlo Analysis was performed to determine the range of parameters controlled for simulations of healthy and heart failure conditions. The results showed that blood flow rate in cerebral circulation can be simulated more accurately by modeling interaction among autoregulatory mechanisms rather than studying separately.

  • articleNo Access

    Research News

      Novel Approach to Malaria Vaccine.

      Australian Bionic Eye about to Begin Human Trials.

      Discovery of Upregulated Enzyme in Damaged Brain Tissue.

      Cataract Gene Uncovered by Chinese Scientists.

      Study Shows HK 1997 Flu Originates from Single Mutation.

      Ten Percent Japanese have Gene Mutation Tied to Abnormal Clotting.

      Correlation between Electromagnetism and Leukemia.

      Womb Nutrition Critical to Later Health.

      Study Shows Asthma is Needlessly Tolerated.

      New Treatment for Heart Failure.

      Taiwan’s New Rice Strain Holds Promise.

      Parental Habits Affects Children’s Weight.

    • articleNo Access

      Industry Watch

        Biota Discovers New Potent Antivirals.

        Celladon Partners with V-Kardia on Development of Percutaneous Delivery of Gene Therapy for Heart Failure.

        Regenera Closes Multimillion Dollar Drug Deal.

        Napo Pharma Collaborates with AsiaPharm.

        Matrix Buys Over Belgian Company Docpharma.

        Ranbaxy Buys Portfolio from Spain's EFARMES.

        Japan's MediBIC and ReaMetrix India Team up.

        Medical & Biological Labs and DNAVEC Establish Joint Venture Company in China.

        Britsol-Meyers Squibb Collaborates with Korea's Celltrion.

        YM Biosciences Partners with Kuhnil to Develop Nimotuzumab.

        A Company that Helps Translate Basic Research into Useful Biomedical Products.

        InfleXion Corp Develops Diagnostic Kits.

        GNI and Shanghai Genomics Merge.

        MerLion Announces Collaboration Agreement with Sankyo.

        Schering AG Sets Up Asia-Pacific Headquarters in Singapore.

        Three Global Companies Invest US$112 Million to Form Joint Venture: Interpharma, Quintiles and Temasek Holdings

      • articleNo Access

        Feature

          The New Hip Thing: Flying halfway around the globe for a new hip.

          Diagnostics & Cardiovascular Disease - Helping to Curtail Rising Numbers.

          Frequent Monitoring of Atrial Fibrillation Patients and Anticoagulants.

          Eco-friendlily Yours: The Way Forward.

          TauRx enters collaborative R&D agreement with Bayer Schering Pharma.

          Major New Asean Health and Well-Being Study.

        • articleNo Access

          BIOBOARD

            EUROPE – Avastin + Metformin = Drastic reduction in skin cancer.

            EUROPE – Skin barrier puzzle solved.

            EUROPE – Ageing population could boost economy.

            EUROPE – Social amoeba replace animals in Bipolar Disorder research.

            JAPAN – Rogue DNA plays key role in heart failure.

            JAPAN – New photonics technology to spot and help cure diseases earlier.

            JAPAN – Researchers at University of Bonn convert skin and umbilical cord cells directly into nerve cells.

            SINGAPORE – IBN's 'Fish and Chips' may help accelerate drug discovery.

            USA – Non-cancerous brain tumors linked to frequent dental X-rays.

            USA – New cellular mechanism against viral infections uncovered.

            USA – Study shows unified process of evolution in bacteria and sexual eukaryotes.

            USA – Sugar production switch in liver may offer target for new diabetes therapies.

            USA – Dengue changes gene activity, function of mosquito salivary glands.

            USA – ORNL, Yale take steps toward fast, low-cost DNA sequencing device.

            USA – Normal tissue cells have "personal space" issues.

            USA – Scientists discover key enzymes that uncross chromosomes.

            USA – New Brain-Machine Interface Moves Paralyzed Hand.

            USA – Researchers Find Evidence of Banned Antibiotics in Poultry Products.

          • articleNo Access

            BIOBOARD

              AUSTRALIA – Origins of plague: Scientists reveal the cause of one of the most devastating pandemics in human history.

              AUSTRALIA – Admedus releases interim phase I results for Herpes study.

              CAMBODIA – Study tags cause of malaria drug resistance in Cambodia.

              JAPAN – Discovery of mechanism by which sex hormone regulates aggressive behavior.

              SINGAPORE – Singapore's first influenza vaccines demonstrates favorable immunogenicity and tolerability in clinical testing.

              SINGAPORE – Scientists from Genome Institute of Singapore and Stanford University show RNA architecture expanding understanding of human genetics.

              SINGAPORE – “Bio-Timer” that synchronizes growth.

              SINGAPORE – Researchers make new discovery of protein as a promising target for treatment of anaplastic thyroid carcinoma.

              AFRICA – African project aims to stop rats in their tracks.

              AFRICA – African monsoon project to benefit crops and healthcare.

              CANADA – Cancer researchers discover pre-leukemic stem cell at root of AML relapse.

              EUROPE – Understanding heart failure at the cellular level.

              INDIA – Africa and India cultivate agricultural research ties.

              UNITED STATES – Three major genes set feather hue in pigeons.

              UNITED STATES – Mouse study shows gene therapy may be possible cure for Hurler syndrome.

              UNITED STATES – The ultimate decoy: Scientists find protein that helps bacteria misdirect immune system.

            • articleNo Access

              FEATURES

                Site Mapping the Innovative Way.

                The Art of Site Selection – How Sites Without Trials Experience Could Help Bolster Study Performance.

                Become Greats through GREATS.

                Unraveling Heart Failure: Looking at an Asian Phenotype.

                Recognizing Opportunities Amidst Biopharma Challenges in China.

              • articleNo Access

                INSIDE INDUSTRY

                  Lupus Research Institute awards $1-million grants to discover what causes lupus.

                  AstraZeneca and Pharmacyclics enter clinical trial collaborations in oncology.

                  Singapore — the global launch pad for game-changing clinical trials initiative.

                  MedImmune strengthens immuno-oncology capabilities with acquisition of Definiens.

                  AOP Orphan to bring Thromboreductin® to the Russian market.

                  PPP launched to improve prevention of women's cancers and quality of cancer registries in Latin America and the Caribbean.

                  National Heart Research Institute Singapore and Thermo Fisher Scientific team up to further enhance stem cell research techniques.

                  Felicitex Therapeutics and Selvita initiate strategic collaboration to target cancer quiescence.

                  WomenHeart launches first campaign to improve quality of life and reduce hospitalizations for women living with heart failure.

                  President's Science and Technology Awards 2014 honors outstanding scientific talent for their contributions to Singapore's R&D landscape.

                • articleNo Access

                  EYE ON CHINA

                    WuXi PharmaTech acquires NextCODE Health to create global leader in genomic medicine.

                    CardioKinetix completes enrollment in Chinese trial of first-of-its-kind parachute device for treatment of heart failure.

                    Hua Medicine raises $25 million in Series B financing to start Phase 2 trials.

                    BCI forms partnership with CBIA.

                    Greener nylon production could cut costs and pollution.

                    Innovent Biologics, Inc. completes $100 million Series C financing funds to advance novel biologic pipeline and internal operations.

                    PerkinElmer opens new medical laboratory in Suzhou, China.

                    3SBio acquires Sirton Pharmaceuticals SpA.

                  • articleNo Access

                    BIOBOARD

                      SINGAPORE – NUS Researchers Uncover Potent Parasite-killing Mechanism of Nobel Prize-Winning Anti-Malarial Drug.

                      SINGAPORE – Robotic Glove Invented by NUS Researchers Helps Patients Restore Hand Movements.

                      UNITED STATES – Study Reveals Environment, Behavior Contribute to Some 80 Percent of Cancers.

                      UNITED STATES – Probing the Mystery of How Cancer Cells Die.

                      UNITED STATES – Liver Hormone Works Through Brain's Reward Pathway to Reduce Preference for Sweets & Alcohol.

                      UNITED STATES – How Three Genes You've Never Heard of May Influence Human Fertility.

                      UNITED STATES – Researchers Find Link between Processed Foods and Autoimmune Diseases.

                      UNITED KINGDOM – Is Evolution More Intelligent Than We Thought?

                      UNITED KINGDOM – Unravelling the Genetics of Pregnancy and Heart Failure.

                      SWITZERLAND – New Global Framework to Eliminate Rabies.

                      CANADA – Droughts Hit Cereal Crops Harder Since 1980s.

                      TAIWAN – Discovery of Key Autophagy Terminator that Contributes to Cell Survival and Muscle Homeostasis.

                    • articleNo Access

                      SPOTLIGHTS

                        Partnership with Bayer Addressing Healthcare Needs.

                        Exploring the Factors behind Heart Failure Disease in Asia.

                        Tobacco Harm Reduction and Reduced-Risk Products.

                      • articleNo Access

                        EYE ON CHINA

                          Nobel Laureate Cooperates with Infinitus to Explore the Potential Roles of TCM in Immune Regulation.

                          XW Labs Announces Exclusive Licensing Agreement with University of Pittsburgh to Develop Novel Mitochondria-Targeting Compounds.

                          Genetically-Engineered Malaria Vaccine May be Used in Liver Cancer Immunotherapy.

                          Magellan Diagnostics and PDXWildlife Partner to Identify Lead Exposure in Giant Pandas.

                          China Able to Detect 300 Known Pathogens within 72 Hours.

                          BioVentrix Announces the 1st Revivent TC™ TransCatheter Commercial Procedure to Treat Ischemic Cardiomyopathy in China.

                          New Superbug Could Be Epidemic.

                          Functional Circuits Regulate Activity of Serotonergic Neurons.

                          SERS Helps to Evaluate DHA Effect on Cancer Cells.

                          China Building World’s Largest Multifunctional Nano Research Facility.

                          Chinese Researchers Reveal a New Antiviral Defense Mechanism in Rice.

                        • articleNo Access

                          INSIDE INDUSTRY

                            ATOZET® a New Combination Treatment Option for High-Risk Patients to Lower LDL Cholesterol, is Now Approved in Singapore.

                            ASEAN+ Rare Disease Network Established.

                            Luye Medical Joins Forces with OncoCare To Expand Its Integrated Healthcare Services Platform for Their Patients.

                            NUS Pharmacy Team Develops Online “Calculator” to Predict Risk of Early Hospital Readmission.

                            The Bare Essentials: Ensuring Affordable Access to Insulin.

                            AstraZeneca’s CVD-REAL Study Shows SGLT-2 Inhibitors Significantly Reduced Death and Hospitalisations for Heart Failure Versus Other Type-2 Diabetes Medicines.

                          • articleNo Access

                            BIOBOARD

                              ASIA – Gene mutation discovered to cause severe growth retardation in newly discovered disease.

                              ASIA – Singapore scientists make major breakthrough to treat fibrotic diseases that cause organ impairment and failure.

                              ASIA – DcR3 is the key factor of endometriosis.

                              ASIA – Singapore Volition signs MOU with National Taiwan University to conduct two large clinical studies.

                              EUROPE & CIS – NPL relaunches to accelerate access to new health innovations.

                              EUROPE & CIS – The hard truth about Eczema: It’s something in the water.

                              EUROPE & CIS – Gastric acid suppressant lansoprazole may target tuberculosis.

                              EUROPE & CIS – Long-term aspirin use reduces incidence of digestive cancers by up to 47 per cent.

                              AMERICAS – Rockefeller University biologist Michael W. Young honored with Nobel Prize for pioneering studies on circadian rhythm.

                              AMERICAS – Ohio physicians contribute to groundbreaking stroke research.

                              AMERICAS – A poorly explored immune cell may impact cancer immunity and immunotherapy.

                              AMERICAS – Superbugs have a new foe.

                              AMERICAS – Approved drug or herbal treatment: How to choose?

                            • articleNo Access

                              COLUMNS

                                CSI: Cancer Scene Investigation

                                Improving risk stratification in hypertensive heart disease: What is in the horizon?