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国家自然科学基金(90612019)

作品数:5 被引量:12H指数:3
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结合位点进化距离与支持向量机的蛋白质分类方法被引量:6
2008年
生物信息学的一个关键的研究课题是理解细胞的分子机制,这依赖于对基因所决定的每一条蛋白质的含义或者功能的理解.一般通过与一条或多条功能已知的蛋白质的相似性比较来推测未知蛋白质的功能,其中,基于支持向量机的一些算法取得了很好的成果.SVM-pairwise算法是当前最好的基于支持向量机的算法中的一个,该方法利用两条序列的相似性来将蛋白质序列转化为固定长度的向量.文中提出了一种新的利用支持向量机算法对蛋白质序列进行分类的方法,这种方法使用位点进化距离代替两条序列的比对得分,该方法比SVM-pairwise有着显著的改善,在蛋白质结构分类数据库(SCOP)上进行的实验表明,该方法具有比SVM-pairwise更好的分类性能.
李玉岗张法刘志勇
关键词:生物信息学内核支持向量机
Evolutionary Transients in the Rice Transcriptome
2010年
In the canonical version of evolution by gene duplication, one copy is kept unaltered while the other is free to evolve. This process of evolutionary experimentation can persist for millions of years. Since it is so short lived in comparison to the lifetime of the core genes that make up the majority of most genomes, a substantial fraction of the genome and the transcriptome may-in principle-be attributable to what we will refer to as "evolutionary transients", referring here to both the process and the genes that have gone or are undergoing this process. Using the rice gene set as a test case, we argue that this phenomenon goes a long way towards explaining why there are so many more rice genes than Arabidopsis genes, and why most excess rice genes show low similarity to eudicots.
Jun WangJianguo ZhangRuiqiang LiHongkun ZhengJun LiYong ZhangHeng LiPeixiang NiSonggang LiShengting LiJingqiang WangDongyuan LiuJason McDermottRam SamudralaSiqi LiuJian WangHuanming YangJun YuGane Ka-Shu Wong
关键词:水稻基因基因复制双子叶植物核心基因
Bioinformatic analysis of microRNA biogenesis and function related proteins in eleven animal genomes被引量:3
2009年
MicroRNAs are ~22 nt long small non-coding RNAs that play important regulatory roles in eukaryotes. The biogenesis and functional processes of microRNAs require the participation of many proteins, of which, the well studied ones are Dicer, Drosha, Argonaute and Exportin 5. To systematically study these four protein families, we screened 11 animal genomes to search for genes encoding above mentioned proteins, and identified some new members for each family. Domain analysis results revealed that most proteins within the same family share identical or similar domains. Alternative spliced transcript variants were found for some proteins. We also examined the expression patterns of these proteins in different human tissues and identified other proteins that could potentially interact with these proteins. These findings provided systematic information on the four key proteins involved in microRNA biogenesis and functional pathways in animals, and will shed light on further functional studies of these proteins.
Xiuying LiuGuanZheng LuoXiujuan BaiXiu-Jie Wang
关键词:动物基因组微RNA功能基因组蛋白质相互作用
High-performance single-chip exon capture allows accurate whole exome sequencing using the Illumina Genome Analyzer被引量:3
2011年
Here we present an adaptation of NimbleGen 2.1M-probe array sequence capture for whole exome sequencing using the Illumina Genome Analyzer (GA) platform.The protocol involves two-stage library construction.The specificity of exome enrichment was approximately 80% with 95.6% even coverage of the 34 Mb target region at an average sequencing depth of 33-fold.Comparison of our results with whole genome shot-gun resequencing results showed that the exome SNP calls gave only 0.97% false positive and 6.27% false negative variants.Our protocol is also well suited for use with whole genome amplified DNA.The results presented here indicate that there is a promising future for large-scale population genomics and medical studies using a whole exome sequencing approach.
JIANG TaoYANG LeiJIANG HuiTIAN GengZHANG XiuQing
关键词:测序方法ANALYZER全基因组扩增
The diploid genome sequence of an Asian individual
Here we present the first diploid genome sequence of an Asian individual.The genome was sequenced to 36-fold a...
Laurie GoodmanInes HellmannMichael InouyeJohn PoolKarsten KristiansenGane Ka-Shu WongRasmus NielsenRichard DurbinLars Bolund
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Positive correlation between recombination rate and nucleotide diversity is shown under domestication selection in the chicken genome
2008年
Positive correlation between recombination rate and nucleotide diversity has been observed in a wide variety of eukaryotes on megabase scale. On the basis of genome-wide chicken genetic variation map generated by comparing three domestic breeds with wild ancestor and the positions of markers on the genetic linkage map, we found that SNPs rates were similar for all chromosomes while the recombina-tion rates increased in micro chromosomes. In other words no correlation exists in chromosome size. Nevertheless, when we scanned the genome by calculating the values of each characteristic within non-overlapping windows, instead of single value for each chromosomes, the nucleotide diversity was found to be significantly correlated with the recombination rate (r=0.27, P<0.0005). Furthermore, the significant association not only existed between these two features, but also existed between all 6 pairwise combinations of nucleotide diversity, recombination rate, GC content and average gene length. This co-variation is very meaningful for the studies of sequence evolution.
FANG LinYE JiaLI NingZHANG YongLI SongGangGANE Ka-Shu WONGWANG Jun
关键词:小鸡基因组正相关性
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