Warfarin maintenance dose prediction for Chinese after heart valve replacement by a feedforward neural network with equal stratified sampling.

Patients requiring low-dose warfarin are more likely to suffer bleeding due to overdose. The goal of this work is to improve the feedforward neural network model's precision in predicting the low maintenance dose for Chinese in the aspect of training data construction. We built the model from a resampled dataset created by equal stratified sampling (maintaining the same sample number in three dose-groups with a total of 3639) and performed internal and external validations. Comparing to the model trained from the raw dataset of 19,060 eligible cases, we improved the low-dose group's ideal prediction percentage from 0.7 to 9.6% and maintained the overall performance (76.4% vs. 75.6%) in external validation. We further built neural network models on single-dose subsets to invest whether the subsets samples were sufficient and whether the selected factors were appropriate. The training set sizes were 1340 and 1478 for the low and high dose subsets; the corresponding ideal prediction percentages were 70.2% and 75.1%. The training set size for the intermediate dose varied and was 1553, 6214, and 12,429; the corresponding ideal prediction percentages were 95.6, 95.1%, and 95.3%. Our conclusion is that equal stratified sampling can be a considerable alternative approach in training data construction to build drug dosing models in the clinic.

Ginkgo Biloba Extract EGB761 Alleviates Warfarin-induced Aortic Valve Calcification Through the BMP2/Smad1/5/Runx2 Signaling Pathway.

ABSTRACT: Calcific aortic valve disease is a common heart disease that contributes to increased cardiovascular morbidity and mortality. There is a lack of effective pharmaceutical therapy because its mechanisms are not yet fully known. Ginkgo biloba extract (EGB761) is reported to alleviate vascular calcification. However, whether EGB761 protects against aortic valve calcification, a disease whose pathogenesis shares many similarities with vascular calcification, and potential molecular mechanisms remain unknown. In this study, porcine aortic valve interstitial cell (pAVIC) calcification was induced by warfarin with or without the presence of EGB761. Immunostaining was performed to establish and characterize the pAVIC phenotype. Calcium deposition and calcium content were examined by Alizarin Red S staining and an intracellular calcium content assay. Alkaline phosphatase activity was detected by the p-nitrophenyl phosphate method. The expression levels of bone morphogenetic protein-2 (BMP2), Runt-related transcription factor 2 (Runx2), homeobox protein MSX-2, and phosphorylated (p)-Smad1/5 were detected by reverse transcription-quantitative polymerase chain reaction (PCR) and Western blot analysis. Consistent with these in vitro data, we also confirmed the suppression of in vivo calcification by EGB761 in the warfarin-induced C57/Bl6 mice. The results indicated that both pAVICs and aortic valves tissue of mice stimulated with warfarin showed increased calcium deposition and expression of osteogenic markers (alkaline phosphatase, BMP2, homeobox protein MSX-2, and Runx2) and promoted p-Smad1/5 translocation from the cytoplasm to the nucleus. The addition of EGB761 significantly inhibited p-Smad1/5 translocation from the cytoplasm to the nucleus, thus suppressing calcification. In conclusion, EGB761 could ameliorate warfarin-induced aortic valve calcification through the inhibition of the BMP2-medicated Smad1/5/Runx2 signaling pathway.

Zinc ameliorates human aortic valve calcification through GPR39 mediated ERK1/2 signalling pathway.

AIMS: Calcific aortic valve disease (CAVD) is the most common heart valve disease in the Western world. It has been reported that zinc is accumulated in calcified human aortic valves. However, whether zinc directly regulates CAVD is yet to be elucidated. The present study sought to determine the potential role of zinc in the pathogenesis of CAVD. METHODS AND RESULTS: Using a combination of a human valve interstitial cell (hVIC) calcification model, human aortic valve tissues, and blood samples, we report that 20 µM zinc supplementation attenuates hVIC in vitro calcification, and that this is mediated through inhibition of apoptosis and osteogenic differentiation via the zinc-sensing receptor GPR39-dependent ERK1/2 signalling pathway. Furthermore, we report that GPR39 protein expression is dramatically reduced in calcified human aortic valves, and there is a significant reduction in zinc serum levels in patients with CAVD. Moreover, we reveal that 20 µM zinc treatment prevents the reduction of GPR39 observed in calcified hVICs. We also show that the zinc transporter ZIP13 and ZIP14 are significantly increased in hVICs in response to zinc treatment. Knockdown of ZIP13 or ZIP14 significantly inhibited hVIC in vitro calcification and osteogenic differentiation. CONCLUSIONS: Together, these findings suggest that zinc is a novel inhibitor of CAVD, and report that zinc transporter ZIP13 and ZIP14 are important regulators of hVIC in vitro calcification and osteogenic differentiation. Zinc supplementation may offer a potential therapeutic strategy for CAVD.

Regulation of calcific vascular and valvular disease by nuclear receptors.

PURPOSE OF REVIEW: This review addresses recent developments in studies of lipid regulation of calcific disease of arteries and cardiac valves, including the role of nuclear receptors. The role of lipid-soluble signals and their receptors is timely given the recent evidence and concerns that lipid-lowering treatment may increase the rate of progression of coronary artery calcification, which has been long associated with increased cardiovascular risk. Understanding the mechanisms will be important for interpreting such clinical information. RECENT FINDINGS: New findings support regulation of calcific vascular and valvular disease by nuclear receptors, including the vitamin D receptor, glucocorticoid receptor, nutrient-sensing nuclear receptors (liver X receptor, farnesoid X receptor, and peroxisome proliferator-activated receptors), and sex hormone (estrogen and androgen) receptors. There were two major unexpected findings: first, vitamin D supplementation, which was previously believed to prevent or reduce vascular calcification, showed no cardiovascular benefit in large randomized, controlled trials. Second, both epidemiological studies and coronary intravascular ultrasound studies suggest that treatment with HMG-CoA reductase inhibitors increases progression of coronary artery calcification, raising a question of whether there are mechanically stable and unstable forms of coronary calcification. SUMMARY: For clinical practice and research, these new findings offer new fundamental mechanisms for vascular calcification and provide new cautionary insights for therapeutic avenues.

Nobiletin exhibits potent inhibition on tumor necrosis factor alpha-induced calcification of human aortic valve interstitial cells via targeting ABCG2 and AKR1B1.

Inflammation is considered to be one of the initial critical factors in the occurrence of calcific heart valve disease. This study was to prove Nobiletin (NBT) inhibits inflammation-caused calcification of human valve interstitial cells (hVICs) and to elucidate the involved molecular mechanisms. Tumor necrosis factor-alpha (TNF-α)-induced hVICs were treated with or without NBT. Cell growth and calcification of hVICs were assessed. RNA sequencing was utilized to investigate the gene expression changes. Molecular target prediction and docking assay were further performed. NBT interfered with hVIC growth under TNF-α condition in a dose-dependent manner also presented a gradual decrease of positive Alizarin Red S staining, down-regulation of BMP2, and RUNX2 gene expression. Based on the global gene expression cluster, control and TNF-α plus NBT group showed a high similarity versus TNF-α only group. After Venn interaction of differential expression genes (DEGs), 2,236 common DEGs were identified to display different biological functions and signaling pathways. ABCG2 and AKR1B1 were further selected as prediction targets of NBT involved in RELA, TNF, BMP2, RUNX2, etc. interactions in mediating hVIC calcification. The results show that NBT is a natural product to prevent the occurrence of heart valve calcification.

The degeneration of biological cardiovascular prostheses under pro-calcific metabolic conditions in a small animal model.

In order to allow for a comparative evaluation of the in vivo degeneration of biological and tissue-engineered heart valves and vascular grafts, a small animal model of accelerated cardiovascular calcification is desired. Wistar rats (n = 102; 6 groups) were fed ad libitum with regular chow and 5 different regimens of pro-calcific diet supplemented with combinations of vitamin D (VD), cholesterol (CH) and dicalcium phosphate (PH). Moreover, cryopreserved (n = 7) or detergent-decellularized rat aortic conduit grafts (n = 6) were infrarenally implanted in Wistar rats under severely pro-calcific conditions. The follow-up lasted up to 12 weeks. High-dose application of VD (300,000 IU/kg), CH (2%) and PH (1.5%) resulted in elevated serum calcium and cholesterol levels as well as LDL/HDL ratio. It increased the tissue MMP activity visualized by in situ zymography and caused significantly aggravated calcification of the native aortic valve as well as the aortic wall as assessed by histology and micro-computed tomography. (Immuno)histology and quantitative real-time PCR revealed chondro-osteogenic cell transformation, lipid deposition, nitrosative stress and low-level inflammation to be involved in the formation of calcific lesions. Despite pro-calcific in vivo conditions, decellularization significantly reduced calcification, inflammation and intimal hyperplasia in aortic conduit implants. A well balanced dietary trigger for pathologic metabolic conditions may represent an appropriate mid-term treatment to induce calcifying degeneration of aortic valves as well as vascular structures in the systemic circulation in rats. With respect to experimental investigation focusing on calcifying degeneration of native or prosthetic tissue, this regimen may serve as a valuable tool with a rapid onset and multi-facetted character of cardiovascular degeneration.

Simvastatin does not diminish the in vivo degeneration of decellularized aortic conduits.

BACKGROUND: All present biological cardiovascular prostheses are prone to progressive in vivo degeneration, which can be partially impaired by decellularization. The administration of statins may provide an additional beneficial effect. We provide the first in vivo data on the effect of statins on decellularized cardiovascular implants. METHODS: Wistar rats with aortic valve insufficiency (day 14) were fed either with a pro-calcific diet (group C; n = 17), or the same diet additionally supplemented with simvastatin (group S; n = 16). Aortic conduits from Sprague-Dawley rats were detergent-decellularized, infrarenally implanted (day 0) in all recipients and explanted at day 28 or day 84. RESULTS: Sonographic competence of the conduit perfusion was 100%, and overall survival amounted to 97%. Simvastatin decreased the low-density lipoprotein cholesterol serum levels; however, it did not affect the calcification of the implants. Histology revealed alpha-smooth muscle actin-positive intima hyperplasia in both groups. Extensive matrix metalloproteinase activity was observed in calcified areas, especially in group S. Quantitative RNA analysis resulted in no differences with regard to several markers of calcifying degeneration (alkaline phosphatase, osteopontin, osteocalcin, osteoprotegerin, bone morphogenetic protein-2, runt-related transcription factor-2) and inflammation (tumor necrosis factor α, interleukin 1ß, receptor for advanced glycation end products, CD39, CD73), but significantly lower levels of interleukin-6 in group S. CONCLUSIONS: In a standardized small animal model of accelerated cardiovascular calcification, simvastatin failed to diminish the calcification of decellularized aortic conduit implants. This finding confirms the observations of recent clinical trials. However, further experiments are warranted to elucidate the value of partial benefits associated with lower circulating lipid and proinflammatory cytokine levels.

Ectopic calcification in diabetic vascular disease.

INTRODUCTION: Cardiovascular diseases represent over one-half of all deaths in both type 1 and type 2 diabetes mellitus. In diabetic patients, vascular calcifications are more frequently observed than in people without diabetes. In particular, elevated degrees of coronary artery and valvular calcifications are reported in populations with diabetes. AREAS COVERED: We will present and discuss findings from clinical and basic science studies that investigate the pathophysiological processes leading to exaggerated arterial/valve calcification in diabetic patients. We will also illustrate the likely effects of the current therapies on vascular calcification progression in diabetic patients. A special focus will be dedicated to the contribution of resident/circulating calcifying cells to the calcific processes observed under diabetic conditions. EXPERT OPINION: Interest in the topic of ectopic calcification in diabetic vascular disease is expanding and more knowledge is adding on its mechanisms and consequences. Importantly, new therapeutic targets are emerging, implying possible future chances to modulate vascular calcification for cardiovascular protection.

Increased dietary intake of vitamin A promotes aortic valve calcification in vivo.

OBJECTIVE: Calcific aortic valve disease (CAVD) is a major public health problem with no effective treatment available other than surgery. We previously showed that mature heart valves calcify in response to retinoic acid (RA) treatment through downregulation of the SRY transcription factor Sox9. In this study, we investigated the effects of excess vitamin A and its metabolite RA on heart valve structure and function in vivo and examined the molecular mechanisms of RA signaling during the calcification process in vitro. METHODS AND RESULTS: Using a combination of approaches, we defined calcific aortic valve disease pathogenesis in mice fed 200 IU/g and 20 IU/g of retinyl palmitate for 12 months at molecular, cellular, and functional levels. We show that mice fed excess vitamin A develop aortic valve stenosis and leaflet calcification associated with increased expression of osteogenic genes and decreased expression of cartilaginous markers. Using a pharmacological approach, we show that RA-mediated Sox9 repression and calcification is regulated by classical RA signaling and requires both RA and retinoid X receptors. CONCLUSIONS: Our studies demonstrate that excess vitamin A dietary intake promotes heart valve calcification in vivo. Therefore suggesting that hypervitaminosis A could serve as a new risk factor of calcific aortic valve disease in the human population.

Diet-induced aortic valve disease in mice haploinsufficient for the Notch pathway effector RBPJK/CSL.

OBJECTIVE: Calcific aortic valve disease is similar to atherosclerosis in that both diseases result from chronic inflammation and endothelial dysfunction. Heterozygous NOTCH1 mutations have been associated to calcific aortic disease and a bicuspid aortic valve. We investigated whether mice with genetic inactivation of the Notch signaling pathway are prone to develop valve disease when exposed to a predisposing diet. METHODS AND RESULTS: Using Doppler echocardiography, histology, immunohistochemistry, quantitative gene expression analysis, and cell culture assays, we examined the effect of a hypercholesterolemic diet supplemented with vitamin D on mice heterozygous for null mutations in the Notch1 receptor or the effector transcription factor gene RBPJk. After 16 weeks on the hyperlipidemic diet, calcific aortic disease was detected in heterozygous RBPJk mice. Analysis of valve leaflets revealed macrophage infiltration, enhanced collagen deposition, proosteogenic protein expression, and calcification. Heterozygous null Notch1 mice displayed milder histopathologic changes and did not develop any significant hemodynamic disturbance. Valvular disease correlated with reduced expression of the Notch target gene Hey1 in valves of RBPJk heterozygous mice fed the hyperlipidemic diet. Consistent with the in vivo data, Notch signaling inhibition in porcine valve interstitial cells led to downregulation of HEY1 transcription, activation of osteogenic markers, and increased calcified nodule formation. CONCLUSIONS: We show that Notch signaling disruption via RBPJk heterozygous inactivation results in aortic valve disease. Notch1 heterozygous mice do not show functional impairment, suggesting that additional Notch receptors may be involved in aortic valve homeostasis and disease. Our data establish a genetic mouse model of calcific aortic valve disease and may help to identify a patient population with reduced valvular NOTCH signaling at risk for developing this disease.

Reduction of arteriosclerotic nanoplaque formation and size by n-3 fatty acids in patients after valvular defect operation.

BACKGROUND/METHODS: Coating a silica surface with the isolated lipoprotein receptor heparan sulfate proteoglycan (HS-PG) from arterial endothelium and vascular matrices, we could observe the very earliest stages of arteriosclerotic plaque development by ellipsometric techniques in vitro (patent EP 0 946 876). This so-called nanoplaque formation is represented by the ternary aggregational complex of the HS-PG receptor, lipoprotein particles and calcium ions. The model was validated in several clinical studies on statins in cardiovascular high-risk patients applying their native blood lipoprotein fractions. RESULTS: In 7 patients who had undergone a valvular defect operation, the reduction of arteriosclerotic nanoplaque formation in normal Krebs solution amounted to 6.1 +/- 2.3% (p < 0.0156) and of nanoplaque size to 37.5 +/- 13.2% (p < 0.0312), respectively, after a 3-month therapy with n-3 fatty acids (3 ..3 g daily, Ameu 500 mg). Additionally, the quotient oxLDL/LDL was lowered by 6.8 +/- 2.1% (p < 0.0166), the MDA concentration remained unchanged and the lipoprotein(a) concentration decreased by 15.8 +/- 5.6% (p < 0.0469) in the patients' blood. The concentration of the nanoplaque promoting particles VLDL and total triglycerides was diminished by 34.1 +/- 11.6% (p < 0.0469) and 26.7 +/- 10.8% (p < 0.0156), respectively. Furthermore, the ratio of the strongly atherogenic small dense to the total LDL cholesterol (LDL5+LDL6)/LDLtot decreased by 9.9 +/- 3.0% (p < 0.0174). CONCLUSIONS: A combinatorial regression analysis revealed a basis for a mechanistic explanation of nanoplaque reduction under n-3 fatty acid treatment. This effect was possibly due to the beneficial changes in lipid concentrations and an attenuation of the risk factors oxLDL/LDL and (LDL5+LDL6)/LDLtot.

Sauna deaths in Sweden, 1992-2003.

Deaths from 1992 through 2003 related to sauna bathing in Sweden were collected from a national computer data base comprising all medicolegal autopsies, generating 77 cases included in this study. Of all deaths, 82% were men, most of them middle-aged. The geographic distribution seemed to be roughly related to the population density. Most bathers died on a weekend, and 84% were found dead in a sauna. In 69 cases, the blood alcohol concentration was determined; 49 (71%) of these tested positive, often with high concentrations. In 65 cases, a major disease/state that could explain death was identified; 34 (44%) of these deaths were related to alcohol and 18 (23%) cardiovascular. Other causes of death were drowning, CO poisoning, O2 deprivation, amphetamine intoxication, and burn injuries. In 13 cases, the cause of death remained undetermined. The results indicate that sauna habits in Sweden are similar to those in Finland but probably less common. The most important risk group is middle-aged men, especially those with heavy alcohol consumption. Among the cases found dead in a sauna, all but 2 were found alone. Obviously, bathing alone is a risk factor that can easily be avoided and should perhaps be emphasized more.

Effects of dietary modification in dogs with early chronic valvular disease.

BACKGROUND: The potential benefits of nutritional modification in early canine cardiac disease are not known. HYPOTHESIS: We hypothesized that echocardiographic, neuroendocrine, and nutritional variables will differ between dogs with asymptomatic chronic valvular disease (CVD) and healthy controls, and that a moderately reduced sodium diet enriched with antioxidants, n-3 fatty acids, taurine, carnitine, and arginine will alter these variables in dogs with CVD. METHODS: Echocardiography was performed and blood was collected. After baseline comparison with healthy controls, all dogs with CVD were fed a low-sodium run-in diet for 4 weeks, reevaluated, and then randomized to receive either the cardiac diet or a placebo diet for 4 weeks. RESULTS: At baseline, dogs with CVD (n = 29) had significantly lower circulating sodium, chloride, arginine, and methionine concentrations and higher plasma concentrations of atrial natriuretic peptide compared to healthy controls. In dogs with CVD, plasma aldosterone concentration and heart rate increased significantly after 4 weeks of eating the run-in diet. The cardiac diet group (n = 14) had larger increases in levels of cholesterol (P = .001), triglycerides (P = .02), eicosapentaenoic acid (P < .001), docosahexaenoic acid (P < .001), total omega-3 fatty acids (P < .001), vitamin C (P = 0.04), alpha-tocopherol (P < .001), and gamma-tocopherol (P < .001) compared to the placebo diet group (n = 15). The cardiac diet group also had larger reductions in maximal left-atrial dimension (P = .003), left-ventricular internal dimension in diastole (P = .03), and weight-based maximal left-atrial dimension (P = .03). CONCLUSIONS AND CLINICAL IMPORTANCE: Observed changes in both blood variables and echocardiographic measurements warrant additional studies on dietary modifications in dogs with early CVD.

Successful moxifloxacin prophylaxis against experimental streptococcal aortic valve endocarditis.

OBJECTIVES: Studies related to the prophylactic efficacy of fluoroquinolones against infective endocarditis are scarce. The aim of this study was to evaluate the efficacy of moxifloxacin, a quinolone active in vitro against Gram-positive cocci, in preventing streptococcal aortic valve endocarditis. METHODS: Non-bacterial thrombotic endocarditis of the aortic valve was induced by the insertion of a polyethylene catheter. Twenty-four hours later, rabbits were randomly assigned to a control group, and groups receiving either two doses of ampicillin (40 mg/kg, intravenously), 2 h apart, or a single dose of moxifloxacin (15 mg/kg, intravenously). Ampicillin and moxifloxacin were administered 0.5 and 1 h, respectively, prior to the intravenous inoculation of 10(7) cfu of Streptococcus oralis. RESULTS: Eighty-nine percent of the control animals developed infected vegetations. In rabbits challenged with this very high inoculum, moxifloxacin and ampicillin prevented endocarditis in 80% (P < 0.001 versus controls) and in 50% (P = 0.022 versus controls) of animals, respectively. The difference between ampicillin and moxifloxacin was not statistically significant (P = 0.128). CONCLUSIONS: Moxifloxacin was at least as effective as ampicillin in preventing streptococcal endocarditis.

Histopathogenesis of early-stage mitral annular calcification.

Mitral annular calcification (MAC) is a common condition in elderly subjects that sometimes causes degenerative mitral valvular diseases. To investigate the early histopathogenesis of MAC, we examined 180 consecutive autopsies of elderly subjects. After a macroscopic and radiological examination, 5-mm-thick serial tissue blocks obtained from the mitral annulus were examined in all MAC cases. Five cases without MAC were also studied using histology, immunostaining, electron microscopy, analytical electron microscopy and the TUNEL method. The incidence of MAC in females (23%) was higher than that in males (15%). Most MAC was located at the posterior cusp (91%). The mitral annulus showed signs of microscopic calcification and lipid-deposition in some degenerated areas in all of the cases without MAC. The interstitial cells were positive for vimentin and partially positive for smooth muscle actin, indicating the myofibroblastic differentiation. Ultrastructural studies showed an abundance of cellular degradation products and foci of calcium- and phosphorus-deposition on these products in the interstitium. Several interstitial cells tested positive for both single-stranded DNA immunostaining and the TUNEL reaction. In conclusion, the microscopic calcification of mitral annulus is an early stage of MAC and caused by calcium-deposition on cellular degradation products, probably released from apoptotic or necrotic interstitial cells.

Glycosaminoglycan-degrading enzymes in porcine aortic heart valves: implications for bioprosthetic heart valve degeneration.

BACKGROUND AND AIM OF THE STUDY: Glutaraldehyde (GA)-fixed aortic valves used in heart valve replacement surgery have limited durability due to tissue degeneration and calcification. Despite their structural and functional importance, very little is known about the fate of glycosaminoglycans (GAGs) within the extracellular matrix of bioprosthetic heart valves. The study aim was to investigate the stability of GAGs in GA-fixed tissues and to identify enzymatic mechanisms that may be responsible for GAG degeneration. METHODS: Porcine aortic valve cusps were fixed with GA and implanted subdermally in rats for 21 days. Fresh, fixed and explanted cusps were analyzed for GAG content by hexosamine determination, and GAG-degrading enzyme activity was evaluated using zymography. GAG classes in fresh cusps were also assessed by flurorophore-assisted carbohydrate electrophoresis. Fresh and GA-fixed cusps were also exposed in vitro to hyaluronidase and chondroitinase in order to test the susceptibility of cusp GAGs towards enzymatic degradation. RESULTS: Native aortic cusps contained -3.5% GAGs by dry weight, consisting of hyaluronic acid, chondroitin sulfate and dermatan sulfate. Significantly lower GAG levels were found in aortic cusps after fixation with GA, and even lower levels were found after subdermal implantation in rats. GAG levels in GA-fixed cusps were also significantly reduced by in-vitro incubation with hyaluronidase and chondroitinase. Novel GAG-degrading enzymes were detected in considerable levels in native cusps, in lower levels in GA-fixed cusps and significantly increased levels after subdermal implantation of GA-fixed cusps. CONCLUSION: The combined action of active GAG-degrading enzymes and the failure of GA to stabilize GAGs towards enzymatic digestion may contribute significantly to bioprosthetic heart valve degeneration and subsequent structural failure.