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A general approach to single-nucleotide polymorphism discovery   总被引:29,自引:0,他引:29  
Single-nucleotide polymorphisms (SNPs) are the most abundant form of human genetic variation and a resource for mapping complex genetic traits. The large volume of data produced by high-throughput sequencing projects is a rich and largely untapped source of SNPs (refs 2, 3, 4, 5). We present here a unified approach to the discovery of variations in genetic sequence data of arbitrary DNA sources. We propose to use the rapidly emerging genomic sequence as a template on which to layer often unmapped, fragmentary sequence data and to use base quality values to discern true allelic variations from sequencing errors. By taking advantage of the genomic sequence we are able to use simpler yet more accurate methods for sequence organization: fragment clustering, paralogue identification and multiple alignment. We analyse these sequences with a novel, Bayesian inference engine, POLYBAYES, to calculate the probability that a given site is polymorphic. Rigorous treatment of base quality permits completely automated evaluation of the full length of all sequences, without limitations on alignment depth. We demonstrate this approach by accurate SNP predictions in human ESTs aligned to finished and working-draft quality genomic sequences, a data set representative of the typical challenges of sequence-based SNP discovery.  相似文献   
2.
We previously mapped the type 2 diabetes mellitus-2 locus (T2dm2), which affects fasting insulin levels, to distal chromosome 19 in a leptin-deficient obese F2 intercross derived from C57BL/6 (B6) and BTBR T+ tf/J (BTBR) mice. Introgression of a 7-Mb segment of the B6 chromosome 19 into the BTBR background (strain 1339A) replicated the reduced insulin linked to T2dm2. The 1339A mice have markedly impaired insulin secretion in vivo and disrupted islet morphology. We used subcongenic strains derived from 1339A to localize the T2dm2 quantitative trait locus (QTL) to a 242-kb segment comprising the promoter, first exon and most of the first intron of the Sorcs1 gene. This was the only gene in the 1339A strain for which we detected amino acid substitutions and expression level differences between mice carrying B6 and BTBR alleles of this insert, thereby identifying variation within the Sorcs1 gene as underlying the phenotype associated with the T2dm2 locus. SorCS1 binds platelet-derived growth factor, a growth factor crucial for pericyte recruitment to the microvasculature, and may thus have a role in expanding or maintaining the islet vasculature. Our identification of the Sorcs1 gene provides insight into the pathway underlying the pathophysiology of obesity-induced type 2 diabetes mellitus.  相似文献   
3.
一类非线性系统的稳定性   总被引:3,自引:0,他引:3  
研究了一类非线性系统的输入输出稳定性问题,这类系统的特点是其模型为系统输出的线性拟函数。对非线性稳定性系统,利用稳定性的线性等价原理,提出了这一类非线性系统的稳定性判据;对非线性随机系统,给出了m阶均值意义下的稳定性定义,提出了一种二阶均值下的输入输出稳定性条件,给出了几个示例说明。  相似文献   
4.
Evidence from the morphology, genetics, and biogeography of a rare endemic from western Nevada, Erigonum robustum , is presented to determine the most accurate taxonomic classification. Previous authors have classified E. robustrum Greene both as a species and as a variety E. lobbii Torrey & Gray. However, results of a morphometric comparison for 9 characters establish that significant morphological differentiation exists between E. robustum and E. lobbii . In addition, results of a genetic study using protein electrophoresis indicated that genetic differentiation may exist between these 2 taxa. Furthermore, the 2 taxa are geographically, ecologically, and reproductively isolated. Finally, the selective pressures that act on E. robustum in a narrowly restricted cold-desert environment are different from those that act on E. lobbii in subalpine environment. Thus, all available data support a species-level taxonomic classification for E. robustum .  相似文献   
5.
Parental origin of mutations of the retinoblastoma gene   总被引:20,自引:0,他引:20  
Retinoblastoma and osteosarcoma arise from cells that have lost both functional copies of the retinoblastoma gene. Using the cloned retinoblastoma gene and other linked polymorphic loci, it is possible to reconstruct the sequential loss of the two homologous gene copies that precedes the development of these tumours. In non-hereditary tumours, the loss of each of the two homologues occurs somatically; in hereditary cases, the initial mutation is in the germline. Recently, Toguchida et al. reported that the paternally derived copy is preferentially the first one to become mutant during the genesis of non-hereditary osteosarcomas. We report here a similar analysis of patients with retinoblastoma in which we find no such predilection for initial somatic mutations. In contrast, when an initial mutation was a new germline mutation, it was derived from the father, a result which is consistent with new germline mutations arising primarily during spermatogenesis.  相似文献   
6.
A point mutation of the rhodopsin gene in one form of retinitis pigmentosa   总被引:78,自引:0,他引:78  
The gene for autosomal dominant retinitis pigmentosa in a large pedigree of Irish origin has recently been found to be linked to an anonymous polymorphic sequence, D3S47 (C17), from the long arm of chromosome 3. As the gene coding for rhodopsin is also assigned to the long arm of chromosome 3 and is expressed in rod photoreceptors that are affected early in this blinding disease, we searched for a mutation of the rhodopsin gene in patients with autosomal dominant retinitis pigmentosa. We found a C----A transversion in codon 23 (corresponding to a proline----histidine substitution) in 17 of 148 unrelated patients and not in any of 102 unaffected individuals. This result, coupled with the fact that the proline normally present at position 23 is highly conserved among the opsins and related G-protein receptors, indicates that this mutation could be the cause of one form of autosomal dominant retinitis pigmentosa.  相似文献   
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