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Reverse Engineering Gene Network Identifies New Dysferlin-interacting Proteins

机译:逆向工程基因网络可识别新的干扰素

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摘要

Dysferlin (DYSF) is a type II transmembrane protein implicated in surface membrane repair of muscle. Mutations in dysferlin lead to Limb Girdle Muscular Dystrophy 2B (LGMD2B), Miyoshi Myopathy (MM), and Distal Myopathy with Anterior Tibialis onset (DMAT). The DYSF protein complex is not well understood, and only a few protein-binding partners have been identified thus far. To increase the set of interacting protein partners for DYSF we recovered a list of predicted interacting protein through a systems biology approach. The predictions are part of a “reverse-engineered” genome-wide human gene regulatory network obtained from experimental data by computational analysis. The reverse-engineering algorithm behind the analysis relates genes to each other based on changes in their expression patterns. DYSF and AHNAK were used to query the system and extract lists of potential interacting proteins. Among the 32 predictions the two genes share, we validated the physical interaction between DYSF protein with moesin (MSN) and polymerase I and transcript release factor (PTRF) in mouse heart lysate, thus identifying two novel Dysferlin-interacting proteins. Our strategy could be useful to clarify Dysferlin function in intracellular vesicles and its implication in muscle membrane resealing.
机译:Dysferlin(DYSF)是II型跨膜蛋白,与肌肉表面膜修复有关。 dysferlin的突变会导致下肢带状肌营养不良2B(LGMD2B),三好肌病(MM)和胫前肌先发性远端肌病(DMAT)。 DYSF蛋白复合物尚不为人所知,到目前为止,仅发现了少数几个蛋白结合伴侣。为了增加DYSF的相互作用蛋白伴侣集,我们通过系统生物学方法检索了一系列预测的相互作用蛋白。这些预测是“逆向工程”全基因组人类基因调控网络的一部分,该网络是通过计算分析从实验数据中获得的。分析背后的逆向工程算法根据基因表达方式的变化将基因相互关联。 DYSF和AHNAK用于查询系统并提取潜在相互作用蛋白的列表。在这两个基因共有的32个预测中,我们验证了DYSF蛋白与moesin(MSN)和聚合酶I和转录释放因子(PTRF)在小鼠心脏裂解液中的物理相互作用,从而鉴定了两种与Dysferlin相互作用的新型蛋白。我们的策略可能有助于阐明Dysferlin在细胞内囊泡中的功能及其在肌肉膜重封中的意义。

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