This article concerns predictive modeling for spatio-temporal data as well as model interpretation using data information in space and time. We develop a novel approach based on supervised dimension reduction for such data in order to capture nonlinear mean structures without requiring a prespecified parametric model. In addition to prediction as a common interest, this approach emphasizes the exploration of geometric information from the data.
View Article and Find Full Text PDFAims: Mania is a prevalent psychiatric disorder with undefined pathological mechanism. Here, we reviewed current knowledge indicating the potential involvement of autophagy dysregulation in mania and further discussed whether targeting autophagy could be a promising strategy for mania therapy.
Discussions: Accumulating evidence indicated the involvement of autophagy in the pathology of mania.
Background: Normal ECG standards in newborns, infants, children and adolescents have been collected and published by many authors. Only those by Davignon et al., Rijinbeek et al.
View Article and Find Full Text PDFDuring mitotic exit, thousands of nuclear pore complexes (NPCs) assemble concomitant with the nuclear envelope to build a transport-competent nucleus. Here, we show that Nup50 plays a crucial role in NPC assembly independent of its well-established function in nuclear transport. RNAi-mediated downregulation in cells or immunodepletion of Nup50 protein in Xenopus egg extracts interferes with NPC assembly.
View Article and Find Full Text PDFBackground: The spectrum of cardiac diseases in children is distinct from that in adults, and changes with advances in medical care and socioeconomic conditions. Such data are important for the allocation of medical resources, but are unclear. Based on a longitudinal pediatric cardiac screening program, we sought to delineate the spectrum and the trends.
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