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The patterning of retinal horizontal cells: normalizing the regularity index enhances the detection of genomic linkage

机译:视网膜水平细胞的模式:规范化规律性指数可增强基因组连锁的检测

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摘要

Retinal neurons are often arranged as non-random distributions called “mosaics,” as their somata minimize proximity to neighboring cells of the same type. The horizontal cells serve as an example of such a mosaic, but little is known about the developmental mechanisms that underlie their patterning. To identify genes involved in this process, we have used three different spatial statistics to assess the patterning of the horizontal cell mosaic across a panel of genetically distinct recombinant inbred strains. To avoid the confounding effect of cell density, which varies twofold across these different strains, we computed the “real/random regularity ratio,” expressing the regularity of a mosaic relative to a randomly distributed simulation of similarly sized cells. To test whether this latter statistic better reflects the variation in biological processes that contribute to horizontal cell spacing, we subsequently compared the genomic linkage for each of these two traits, the regularity index, and the real/random regularity ratio, each computed from the distribution of nearest neighbor (NN) distances and from the Voronoi domain (VD) areas. Finally, we compared each of these analyses with another index of patterning, the packing factor. Variation in the regularity indexes, as well as their real/random regularity ratios, and the packing factor, mapped quantitative trait loci to the distal ends of Chromosomes 1 and 14. For the NN and VD analyses, we found that the degree of linkage was greater when using the real/random regularity ratio rather than the respective regularity index. Using informatic resources, we narrowed the list of prospective genes positioned at these two intervals to a small collection of six genes that warrant further investigation to determine their potential role in shaping the patterning of the horizontal cell mosaic.
机译:视网膜神经元通常排列成称为“马赛克”的非随机分布,因为它们的躯体将与相同类型的相邻细胞的接近程度降至最低。水平细胞就是这种马赛克的一个例子,但是关于形成其图案的发育机制知之甚少。为了鉴定参与此过程的基因,我们使用了三种不同的空间统计数据来评估一组遗传学上不同的重组近交系菌株中水平细胞镶嵌的模式。为了避免细胞密度在这些不同菌株之间变化两倍的混杂效应,我们计算了“真实/随机规则性比率”,表示相对于类似大小的细胞的随机分布模拟的镶嵌规则性。为了检验后一统计量是否更好地反映了导致水平细胞间距的生物学过程的变化,我们随后比较了这两个性状的每一个的基因组连锁性,即正态性指数和实/随机性正态性比率,这两个均由分布计算得出最近邻(NN)距离和Voronoi域(VD)区域的距离。最后,我们将这些分析中的每一个与另一个构图指标即包装系数进行了比较。规律性指数及其真实/随机规律性比率和堆积因子的变化将定量性状基因座映射到染色体1和14的末端。对于NN和VD分析,我们发现连锁程度为当使用实数/随机规则性比而不是相应规则性指数时,该值更大。利用信息资源,我们将位于这两个间隔的预期基因的范围缩小到六个基因的一小部分,有待进一步研究以确定它们在塑造水平细胞镶嵌图式中的潜在作用。

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