Genotype and phenotype relationship

  • 文章类型: Journal Article
    胰腺炎是由胰腺中胰蛋白酶的自我消化引起的相对严重的疾病。疾病的产生与基因和表型信息亲密相干。一般来说,基因-表型关系主要通过临床实验获得,但是成本是巨大的。随着已发表的生物医学文献数量成倍增加,它携带了丰富的疾病相关基因和表型信息。本研究为获取疾病相关基因和表型信息提供了有效途径。据我们所知,这项工作首先试图从计算的角度探讨胰腺炎基因型和表型之间的关系。它使用文本挖掘从有关胰腺炎的生物医学文献中提取了6152个基因和76,753对基因型和表型。根据上述76,753对,该研究提出了一种改进的标准化逐点互信息(REL-NPMI)模型来优化与胰腺炎相关的基因-表型关系,获得了12,562个可能与胰腺炎相关的基因-表型对。对提取的前20名结果进行验证和评价。实验结果表明,该方法对探索胰腺炎的分子机制是有希望的,从而为研究胰腺炎的发病机理提供了一种计算方法。数据资源和胰腺炎基因-表型关联数据库可在http://114.116.4.45:8081/获得,资源也可在https://github.com/polipotbe8023/REL-NPMI获得。git.
    Pancreatitis is a relatively serious disease caused by the self-digestion of trypsin in the pancreas. The generation of diseases is closely related to gene and phenotype information. Generally, gene-phenotype relations are mainly obtained through clinical experiments, but the cost is huge. With the amount of published biomedical literature increasing exponentially, it carries a wealth of disease-related gene and phenotype information. This study provided an effective way to obtain disease-related gene and phenotype information. To our best knowledge, this work first attempted to explore relationships between genotype and phenotype about the pancreatitis from the computational perspective. It mined 6152 genes and 76,753 pairs of genotype and phenotype extracted from the biomedical literature about pancreatitis using text mining. Based on the above 76,753 pairs, the study proposed an improved normalized point-wise mutual information (REL-NPMI) model to optimize gene-phenotype relations related to pancreatitis, and obtained 12,562 gene-phenotype pairs which may be related to pancreatitis. The extracted top 20 results were validated and evaluated. The experimental results show that the method is promising for exploring pancreatitis\' molecular mechanism, thus it provides a computational way for studying pancreatitis\' disease pathogenesis. Data resources and the Pancreatitis Gene-Phenotype Association Database are available at http://114.116.4.45:8081/and resources are also available at https://github.com/polipoptbe8023/REL-NPMI.git.
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  • 文章类型: Case Reports
    BACKGROUND: Hypertriglyceridemia (HTG) is a leading cause of acute pancreatitis. HTG can be caused by either primary (genetic) or secondary etiological factors, and there is increasing appreciation of the interplay between the two kinds of factors in causing severe HTG.
    OBJECTIVE: The main aim of this study was to identify the genetic basis of hypertriglyceridemia-induced acute pancreatitis (HTG-AP) in a Chinese family with three affected members (the proband, his mother and older sister).
    METHODS: The entire coding and flanking sequences of LPL, APOC2, APOA5, GPIHBP1 and LMF1 genes were analyzed by Sanger sequencing. The newly identified LPL nonsense variant was subjected to functional analysis by means of transfection into HEK-293 T cells followed by Western blot and activity assays. Previously reported pathogenic LPL nonsense variants were collated and compared with respect to genotype and phenotype relationship.
    RESULTS: We identified a novel nonsense variant, p.Gln118* (c.351C > T), in the LPL gene, which co-segregated with HTG-AP in the Chinese family. We provided in vitro evidence that this variant resulted in a complete functional loss of the affected LPL allele. We highlighted a role of alcohol abuse in modifying the clinical expression of the disease in the proband. Additionally, our survey of 12 previously reported pathogenic LPL nonsense variants (in 20 carriers) revealed that neither serum triglyceride levels nor occurrence of HTG-AP was distinguishable among the three carrier groups, namely, simple homozygotes, compound heterozygotes and simple heterozygotes.
    CONCLUSIONS: Our findings, taken together, generated new insights into the complex etiology and expression of HTG-AP.
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  • 文章类型: Journal Article
    罕见的常染色体显性遗传性疾病急性间歇性卟啉症(AIP)是由羟甲基双环合酶(HMBS)的活性不足引起的。AIP的症状是由血红素生物合成功能障碍引起的急性神经内脏发作。为了更好地解释临床表型的潜在机制,我们从报告的AIP患者中收集了117个HMBS基因突变,并评估了突变对相应蛋白质结构和功能的影响.我们发现,具有最严重临床症状的几种突变位于HMBS的双焦甲烷辅因子(DPM)结合域。这些残基上的突变可能显著影响催化反应。为了推断新的致病突变,我们用不同的生物信息学预测算法评估了HMBS基因所有可能的错义突变的致病性,并鉴定出34个具有严重致病性和低等位基因频率的突变。此外,我们发现,基因PPARA也可能在AIP攻击机制中发挥重要作用。我们对23个变异的分布频率的分析揭示了八个种族人群的不同分布模式,这可能有助于解释可能导致AIP患病率人口差异的遗传基础。我们的系统分析可以更好地了解这种疾病,并有助于AIP的诊断和治疗。
    The rare autosomal dominant disorder acute intermittent porphyria (AIP) is caused by the deficient activity of hydroxymethylbilane synthase (HMBS). The symptoms of AIP are acute neurovisceral attacks which are induced by the dysfunction of heme biosynthesis. To better interpret the underlying mechanism of clinical phenotypes, we collected 117 HMBS gene mutations from reported individuals with AIP and evaluated the mutations\' impacts on the corresponding protein structure and function. We found that several mutations with most severe clinical symptoms are located at dipyromethane cofactor (DPM) binding domain of HMBS. Mutations on these residues likely significantly influence the catalytic reaction. To infer new pathogenic mutations, we evaluated the pathogenicity for all the possible missense mutations of HMBS gene with different bioinformatic prediction algorithms, and identified 34 mutations with serious pathogenicity and low allele frequency. In addition, we found that gene PPARA may also play an important role in the mechanisms of AIP attacks. Our analysis about the distribution frequencies of the 23 variations revealed different distribution patterns among eight ethnic populations, which could help to explain the genetic basis that may contribute to population disparities in AIP prevalence. Our systematic analysis provides a better understanding for this disease and helps for the diagnosis and treatment of AIP.
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  • 文章类型: Journal Article
    It has long been known that canonical 5\' splice site (5\'SS) GT>GC variants may be compatible with normal splicing. However, to date, the actual scale of canonical 5\'SSs capable of generating wild-type transcripts in the case of GT>GC substitutions remains unknown. Herein, combining data derived from a meta-analysis of 45 human disease-causing 5\'SS GT>GC variants and a cell culture-based full-length gene splicing assay of 103 5\'SS GT>GC substitutions, we estimate that ~15-18% of canonical GT 5\'SSs retain their capacity to generate between 1% and 84% normal transcripts when GT is substituted by GC. We further demonstrate that the canonical 5\'SSs in which substitution of GT by GC-generated normal transcripts exhibit stronger complementarity to the 5\' end of U1 snRNA than those sites whose substitutions of GT by GC did not lead to the generation of normal transcripts. We also observed a correlation between the generation of wild-type transcripts and a milder than expected clinical phenotype but found that none of the available splicing prediction tools were capable of reliably distinguishing 5\'SS GT>GC variants that generated wild-type transcripts from those that did not. Our findings imply that 5\'SS GT>GC variants in human disease genes may not invariably be pathogenic.
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