Latent group detection in functional partially linear regression models

In this paper, we propose a functional partially linear regression model with latent group structures to accommodate the heterogeneous relationship between a scalar response and functional covariates. The proposed model is motivated by a salinity tolerance study of barley families, whose main objective is to detect salinity tolerant barley plants. Our model is flexible, allowing for heterogeneous functional coefficients while being efficient by pooling information within a group for estimation. We develop an algorithm in the spirit of the K-means clustering to identify latent groups of the subjects under study. We establish the consistency of the proposed estimator, derive the convergence rate and the asymptotic distribution, and develop inference procedures. We show by simulation studies that the proposed method has higher accuracy for recovering latent groups and for estimating the functional coefficients than existing methods. The analysis of the barley data shows that the proposed method can help identify groups of barley families with different salinity tolerant abilities.     

Fine mapping and identification of candidate Br-or gene controlling orange head of Chinese cabbage (Brassica rapa L. ssp. pekinensis)

Orange head Chinese cabbage accumulates significant amounts of carotenoids with enhanced nutritional quality. To develop molecular markers for breeding of Chinese cabbage lines with high carotenoid content and to isolate the candidate gene underlying carotenoid synthesis, we performed fine mapping of the orange locus in a F₂S₄ mapping population. Genetic analysis revealed that the phenotype of the orange head trait was controlled by a single recessive gene, Br-or. The F₂S₄ mapping population consisting of 1,724 individuals was developed from the cross between parental lines 11J16 and 11S39-2 by continuous selfing of a single heterozygous individual. Twenty-one tightly linked simple sequence repeat (SSR) and insertion/deletion polymorphism (InDel) markers were obtained. High-resolution genetic mapping of these markers in the F₂S₄ mapping population placed Br-InDel2 and Br-InDel1 at genetic distances of 0.1 and 0.2 cM, respectively, on either side of the Br-or locus. Based on comparison of these two marker sequences with the fully sequenced Brassica rapa genome, the Br-or locus was delimited to a 16.7 kb genomic region. Three open reading frames (ORFs) were predicted in the target region. ORF1 encoded carotenoid isomerase, which is involved in the isomerization of carotenoids. ORF1 was found to be co-segregated with the Br-or locus and was thus the most likely candidate gene for Br-or. The information obtained here will facilitate the breeding of nutrient-enriched Chinese cabbage through marker-assisted selection and provide a platform for gaining a better understanding of the regulation of carotenoid biosynthesis in these plants.     

Ginsenoside Rb1 ameliorates CKD‐associated vascular calcification by inhibiting the Wnt/β‐catenin pathway

Vascular calcification (VC) is a pathological process underpinning major cardiovascular conditions and has attracted public attention due to its high morbidity and mortality. Chronic kidney disease (CKD) is a common disease related to VC. Ginsenoside Rb1 (Rb1) has been reported to protect the cardiovascular system against vascular diseases, yet its role in VC and the underlying mechanisms remain unclear. In this study, we established a CKD‐associated VC rat model and a β‐glycerophosphate (β‐GP)‐induced vascular smooth muscle cell (VSMC) calcification model to investigate the effects of Rb1 on VC. Our results demonstrated that Rb1 ameliorated calcium deposition and VSMC osteogenic transdifferentiation both in vivo and in vitro. Rb1 treatment inhibited the Wnt/β‐catenin pathway by activating peroxisome proliferator‐activated receptor‐γ (PPAR‐γ), and confocal microscopy was used to show that Rb1 inhibited β‐catenin nuclear translocation in VSMCs. Furthermore, SKL2001, an agonist of the Wnt/β‐catenin pathway, compromised the vascular protective effect of Rb1. GW9662, a PPAR‐γ antagonist, reversed Rb1's inhibitory effect on β‐catenin. These results indicate that Rb1 exerted anticalcific properties through PPAR‐γ/Wnt/β‐catenin axis, which provides new insights into the potential theraputics of VC.     

Identification of new dual FABP4/5 inhibitors based on a naphthalene-1-sulfonamide FABP4 inhibitor

Fatty acid binding protein 4 (FABP4) and fatty acid binding protein 5 (FABP5) are mainly expressed in adipocytes and/or macrophages and play essential roles in energy metabolism and inflammation. When FABP4 function is diminished, FABP5 expression is highly increased possibly as a functional compensation. Dual FABP4/5 inhibitors are expected to provide beneficial synergistic effect on treating diabetes, atherosclerosis, and inflammation-related diseases. Starting from our previously reported selective FABP4 inhibitor 8, structural biology information was used to modulate the selectivity profile and to design potent dual FABP4/5 inhibitors with good selectivity against FABP3. Two compounds A16 and B8 were identified to show inhibitory activities against both FABP4/5 and good selectivity over FABP3, which could also reduce the level of forskolin-stimulated lipolysis in mature 3T3-L1 adipocytes. Compared with compound 8, these two compounds exhibited better anti-inflammatory effects in lipopolysaccharide-stimulated RAW264.7 murine macrophages, with decreased levels of pro-inflammatory cytokines TNFα and MCP-1 and apparently inhibited IKK/NF-κB pathway.     

CD1d degradation in Chlamydia trachomatis-infected epithelial cells is the result of both cellular and chlamydial proteasomal activity

Chlamydia trachomatis is an obligate intracellular pathogen that can persist in the urogenital tract. Mechanisms by which C. trachomatis evades clearance by host innate immune responses are poorly described. CD1d is MHC-like, is expressed by epithelial cells, and can signal innate immune responses by NK and NKT cells. Here we demonstrate that C. trachomatis infection down-regulates surface-expressed CD1d in human penile urethral epithelial cells through proteasomal degradation. A chlamydial proteasome-like activity factor (CPAF) interacts with the CD1d heavy chain, and CPAF-associated CD1d heavy chain is then ubiquitinated and directed along two distinct proteolytic pathways. The degradation of immature glycosylated CD1d was blocked by the proteasome inhibitor lactacystin but not by MG132, indicating that degradation was not via the conventional proteasome. In contrast, the degradation of non-glycosylated CD1d was blocked by lactacystin and MG132, consistent with conventional cellular cytosolic degradation of N-linked glycoproteins. Immunofluorescent microscopy confirmed the interruption of CD1d trafficking to the cell surface, and the dislocation of CD1d heavy chains into both the cellular cytosol and the chlamydial inclusion along with cytosolic CPAF. C. trachomatis targeted CD1d toward two distinct proteolytic pathways. Decreased CD1d surface expression may help C. trachomatis evade detection by innate immune cells and may promote C. trachomatis persistence.     

氚—烟酰苯胺在钉螺体内分布示踪的研究

本文应用氚－烟酰苯胺标记湖北钉螺，示踪观察不同时间烟酰苯胺进入螺体组织和脏器内的分布和进入途径。结果显示，钉螺接触药物从２２分钟开始检测出组织、脏器内氚含量，以后逐渐增高，至１４４０分钟达最高峰；合计不同时间各组织和脏器中药物含量由高至低排列次序为外套膜、胃肠、肝脏、肠内粪梗、睾丸、卵巢、鳃、神经节、心脏；转换氚含量为烟酰苯胺剂量，证实了烟酰苯胺杀螺的低用量与高效性；由单位重量组织和脏器中药物含量排位，反映出药物在螺体分布动态变化，以及药物通过消化系统、呼吸系统、外套膜表皮三条途径进入。     

rPA(K)的原核表达及其产物的初步纯化

rPA(K)是经过缺失/定点突变技术所获得的t-PA突变体。本实验以IPTG诱导,实现了rPA(K)在原核系统中的表达。实验证明目的产物的表达形式为包涵体,且当以IPTG诱导3h时,表达量最高,为41%。此后对该表达产物进行了初步纯化,即通过对不同超声破碎次数,包涵体洗涤液(脲,Triton X-100,乙醇)的不同浓度对纯化的影响因素进行了摸索。结果表明,超声2次,2M脲,0.5%Triton X-100,20%乙醇对目的蛋白纯化的效果最好,从而为进一步的纯化和复性奠定基础。