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Partially linear varying coefficient models (PLVCMs) with heteroscedasticity are considered in this article. Based on composite quantile regression, we develop a weighted composite quantile regression (WCQR) to estimate the non parametric varying coefficient functions and the parametric regression coefficients. The WCQR is augmented using a data-driven weighting scheme. Moreover, the asymptotic normality of proposed estimators for both the parametric and non parametric parts are studied explicitly. In addition, by comparing the asymptotic relative efficiency theoretically and numerically, WCQR method all outperforms the CQR method and some other estimate methods. To achieve sparsity with high-dimensional covariates, we develop a variable selection procedure to select significant parametric components for the PLVCM and prove the method possessing the oracle property. Both simulations and data analysis are conducted to illustrate the finite-sample performance of the proposed methods. [ABSTRACT FROM AUTHOR]

Objective: To determine the ionic mechanisms of a novel neurotoxin rhk2a obtained from the sea anemone Anthopleura sp. in rat ventricular myocytes., Methods: Whole-cell patch-clamp recording technique was used to record the sodium, calcium, and sodium-calcium exchange currents (I(Na), I(Ca, L), and I(Na-Ca), respectively) in the isolated single rat ventricular myocytes with or without rhk2a treatment., Results: The current-voltage (I-V) relationship for whole-cell I(Na) in the non-treated and rhk2a-treated (at the dose of 1 micromol/L) myocytes showed no significant difference (P>0.05), but the time constants for inactivation (tau(h)) were significantly greater (P<0.05) for the treated cells over the entire course of the experiment, while the time constants for activation (tau(m)) exhibited no significant difference between the two cells. The inactivation curve of I(Na) of rhk2a-treated cells was similar to that of the non-treated cells, as with the I-V relationship for whole-cell L-type calcium current (I(Ca, L) and I(Na-Ca))., Conclusions: Delayed inactivation of Na(+) channel plays an important role in the positive inotropic effect of rhk2a, possibly resulting from the alteration in Na(+) channel kinetics induced by rhk2a. rhk2a does not directly affect I(Ca, L), or I(Na-Ca).

Objective: To investigate the effects of C-type natriuretic peptide (CNP) gene transduction on neointimal hyperplasia and endothelial function after angioplasty., Methods: Eighty-four rabbits were divided into 3 equal groups, namely normal control group, alkaline phosphatase gene transduction group and CNP gene transduction group. The rabbits in the latter two groups were given high-cholesterol diet 7 d before the experiment, followed by establishment of restenosis models by injuring the iliac artery and the specified gene transfer via retroviral vectors. Those in the normal control group were fed with normal diet. Before high-cholesterol diet and killing respectively, 2 ml venous blood samples were taken for testing blood lipid and serum CNP concentration. In the two groups with gene transduction, the injured rabbit iliac arteries were harvested for ex vivo vascular ring tension test, histological and pathological examinations, as well as immunohistochemistry analysis of CNP. The lumen area, neointimal thickness, neointimal area, ratio of intimal to medial area were measured by image analysis system., Results: There were no significant differences in blood lipid and serum CNP concentration between the two gene transduction groups at the same time points both before and after operation. In CNP gene transduction group, endothelium-dependent relaxation of the vascular rings was significantly improved in comparison with the other two groups (P<0.01), irrespective of L-Arg pretreatment, whereas endothelium-independent relaxation function varied little between the 3 groups (P>0.05). Poor relaxation function to Ach of the vascular rings was resulted after pretreatment with LMMA. CNP gene expression at the site of gene transfer was detected in the CNP gene transduction group and in 2 weeks after balloon injury, the neointimal thickness, neointimal area and ratio of the neointimal to tunica media area were markedly increased in the two gene transduction groups, but the measurements were significantly lower in CNP group (P<0.01)., Conclusion: CNP gene can be successfully transferred and effectively expressed at the injured site in the blood vessels to decrease the hyperplasia and significantly improve endothelial function after angioplasty.