基于加权主成分分析和改进密度峰值聚类的协同训练算法

[目的]针对协同训练算法在视图分割时未考虑噪声影响和两视图分类器对无标记样本标注不一致问题,提出了基于加权主成分分析和改进密度峰值聚类的协同训练算法.[方法]首先引入加权主成分分析对数据进行预处理,通过寻求初始有标记样本中特征和类标记之间的依赖关系求得各特征加权系数,再对加权变换后的数据进行降维并提取高贡献度特征进行视...     

Common loss-of-function variants of the epidermal barrier protein filaggrin are a major predisposing factor for atopic dermatitis

Atopic disease, including atopic dermatitis (eczema), allergy and asthma, has increased in frequency in recent decades and now affects approximately 20% of the population in the developed world. Twin and family studies have shown that predisposition to atopic disease is highly heritable. Although most genetic studies have focused on immunological mechanisms, a primary epithelial barrier defect has been anticipated. Filaggrin is a key protein that facilitates terminal differentiation of the epidermis and formation of the skin barrier. Here we show that two independent loss-of-function genetic variants (R510X and 2282del4) in the gene encoding filaggrin (FLG) are very strong predisposing factors for atopic dermatitis. These variants are carried by approximately 9% of people of European origin. These variants also show highly significant association with asthma occurring in the context of atopic dermatitis. This work establishes a key role for impaired skin barrier function in the development of atopic disease.     

The PHYTOCHROME C photoreceptor gene mediates natural variation in flowering and growth responses of Arabidopsis thaliana

Light has an important role in modulating seedling growth and flowering time. We show that allelic variation at the PHYTOCHROME C (PHYC) photoreceptor locus affects both traits in natural populations of A. thaliana. Two functionally distinct PHYC haplotype groups are distributed in a latitudinal cline dependent on FRIGIDA, a locus that together with FLOWERING LOCUS C explains a large portion of the variation in A. thaliana flowering time. In a genome-wide scan for association of 65 loci with latitude, there was an excess of significant P values, indicative of population structure. Nevertheless, PHYC was the most strongly associated locus across 163 strains, suggesting that PHYC alleles are under diversifying selection in A. thaliana. Our work, together with previous findings, suggests that photoreceptor genes are major agents of natural variation in plant flowering and growth response.     

Epigenetic remodeling in colorectal cancer results in coordinate gene suppression across an entire chromosome band

We report a new mechanism in carcinogenesis involving coordinate long-range epigenetic gene silencing. Epigenetic silencing in cancer has always been envisaged as a local event silencing discrete genes. However, in this study of silencing in colorectal cancer, we found common repression of the entire 4-Mb band of chromosome 2q.14.2, associated with global methylation of histone H3 Lys9. DNA hypermethylation within the repressed genomic neighborhood was localized to three separate enriched CpG island 'suburbs', with the largest hypermethylated suburb spanning 1 Mb. These data change our understanding of epigenetic gene silencing in cancer cells: namely, epigenetic silencing can span large regions of the chromosome, and both DNA-methylated and neighboring unmethylated genes can be coordinately suppressed by global changes in histone modification. We propose that loss of gene expression can occur through long-range epigenetic silencing, with similar implications as loss of heterozygosity in cancer.     

Irf6 is a key determinant of the keratinocyte proliferation-differentiation switch

The epidermis is a highly organized structure, the integrity of which is central to the protection of an organism. Development and subsequent maintenance of this tissue depends critically on the intricate balance between proliferation and differentiation of a resident stem cell population; however, the signals controlling the proliferation-differentiation switch in vivo remain elusive. Here, we show that mice carrying a homozygous missense mutation in interferon regulatory factor 6 (Irf6), the homolog of the gene mutated in the human congenital disorders Van der Woude syndrome and popliteal pterygium syndrome, have a hyperproliferative epidermis that fails to undergo terminal differentiation, resulting in soft tissue fusions. We further demonstrate that mice that are compound heterozygotes for mutations in Irf6 and the gene encoding the cell cycle regulator protein stratifin (Sfn; also known as 14-3-3sigma) show similar defects of keratinizing epithelia. Our results indicate that Irf6 is a key determinant of the keratinocyte proliferation-differentiation switch and that Irf6 and Sfn interact genetically in this process.     

Constitutional 11p15 abnormalities, including heritable imprinting center mutations, cause nonsyndromic Wilms tumor

Constitutional abnormalities at the imprinted 11p15 growth regulatory region cause syndromes characterized by disordered growth, some of which include a risk of Wilms tumor. We explored their possible contribution to nonsyndromic Wilms tumor and identified constitutional 11p15 abnormalities in genomic lymphocyte DNA from 13 of 437 individuals (3%) with sporadic Wilms tumor without features of growth disorders, including 12% of bilateral cases (P = 0.001) and in one familial Wilms tumor pedigree. No abnormality was detected in 220 controls (P = 0.006). Abnormalities identified included H19 DMR epimutations, uniparental disomy 11p15 and H19 DMR imprinting center mutations (one microinsertion and one microdeletion), thus identifying microinsertion as a new class of imprinting center mutation. Our data identify constitutional 11p15 defects as one of the most common known causes of Wilms tumor, provide mechanistic insights into imprinting disruption and reveal clinically important epigenotype-phenotype associations. The impact on clinical management dictates that constitutional 11p15 analysis should be considered in all individuals with Wilms tumor.     

战区物资调运数学模型研究

如何优化分配,合理调运,及时准确地完成后勤保障任务,是现代战争中战区物资调运面临的重要问题之一.基于运输问题,就现代战争条件下战区物资调运问题的各种情况建立了数学模型.该模型可用于后勤物资保障的决策支持系统及指挥自动化系统,为解决战时后勤保障供应问题提供了新的理论方法和思路.     

一种采用混合进制的算术编码

针对许多实际应用中需要同时编码压缩来自多种不同符号集的数据,提出一种采用混合进制的算术编码,提高编码效率的同时增强了算术编码的抗误码扩散能力.从理论上分析了该算法并给出了实现过程.处理小波零树系数以及随机混合数据的实验结果表明,该算法明显优于单一进制的编码算法.     

非基线对称类信号的基线扣除新算法

在分析了现有基线扣除算法的基础上,根据非基线对称类基线信号的特征提出了一种新的基线扣除算法--基于小波滤波和梯度直方图最佳分割的非基线对称类信号基线扣除新算法.考虑到信号总是存在着噪声,含噪的基线信号梯度值也较大,并且分布无规律,采用了多分辨率小波变换滤波技术.通过合理选择最佳分割阈值门限,算法可精确提取出该类信号的基线.     

引信全电子安全系统程序控制组件设计

全电子安全系统是引信设计的发展方向,程序控制组件是实现引信安全控制的重要部件.介绍了一种引信全电子安全系统程序控制组件的技术要求、基本功能和工作顺序及原理,提出了提高系统可靠性的电路模式和设计原则,同时对程序控制组件的软件设计方法进行了介绍.采用先进的在系统可编程器件,实现系统逻辑功能的集成化、小型化,且具有易于功能扩展、设计升级等优点.