Identification and classification of ion-channels across the tree of life provide functional insights into understudied CALHM channels.

Rahil Taujale, Sung Jin Park, Nathan Gravel, Saber Soleymani, Rayna Carter, Kennady Boyd, Sarah Keuning, Zheng Ruan, Wei Lü, Natarajan Kannan
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Abstract

The ion channel (IC) genes encoded in the human genome play fundamental roles in cellular functions and disease and are one of the largest classes of druggable proteins. However, limited knowledge of the diverse molecular and cellular functions carried out by ICs presents a major bottleneck in developing selective chemical probes for modulating their functions in disease states. The wealth of sequence data available on ICs from diverse organisms provides a valuable source of untapped information for illuminating the unique modes of channel regulation and functional specialization. However, the extensive diversification of IC sequences and the lack of a unified resource present a challenge in effectively using existing data for IC research. Here, we perform integrative mining of available sequence, structure, and functional data on 419 human ICs across disparate sources, including extensive literature mining by leveraging advances in large language models to annotate and curate the full complement of the "channelome". We employ a well-established orthology inference approach to identify and extend the IC orthologs across diverse organisms to above 48,000. We show that the depth of conservation and taxonomic representation of IC sequences can further be translated to functional similarities by clustering them into functionally relevant groups, which can be used for downstream functional prediction on understudied members. We demonstrate this by delineating co-conserved patterns characteristic of the understudied family of the Calcium Homeostasis Modulator (CALHM) family of ICs. Through mutational analysis of co-conserved residues altered in human diseases and electrophysiological studies, we show that these evolutionarily-constrained residues play an important role in channel gating functions. Thus, by providing new tools and resources for performing large comparative analyses on ICs, this study addresses the unique needs of the IC community and provides the groundwork for accelerating the functional characterization of dark channels for therapeutic intervention.

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通过生命之树对离子通道的识别和分类提供了对未充分研究的CALHM通道的功能见解。
在人类基因组中编码的离子通道(IC)基因在细胞功能和疾病中起着重要作用,是最大的一类可药物蛋白之一。然而,对ic的多种分子和细胞功能的了解有限,这是开发选择性化学探针来调节其在疾病状态下的功能的主要瓶颈。来自不同生物的集成电路的丰富序列数据为阐明通道调节和功能专业化的独特模式提供了宝贵的未开发信息来源。然而,集成电路序列的广泛多样化和缺乏统一的资源,对有效利用现有数据进行集成电路研究提出了挑战。在这里,我们对来自不同来源的419个人类ic的可用序列、结构和功能数据进行综合挖掘,包括通过利用大型语言模型的进步进行广泛的文献挖掘,以注释和管理“通道体”的完整补充。我们采用一种完善的同源推断方法来识别和扩展不同生物的IC同源物到48,000以上。研究表明,IC序列的保守性和分类表征深度可以进一步转化为功能相似性,通过将它们聚类到功能相关的组中,这可以用于对未研究成员的下游功能预测。我们通过描述未被充分研究的钙稳态调节剂(CALHM)家族的共保守模式来证明这一点。通过对人类疾病和电生理研究中改变的共保守残基的突变分析,我们表明这些进化约束残基在通道门控功能中发挥重要作用。因此,通过提供新的工具和资源对IC进行大型比较分析,本研究解决了IC社区的独特需求,并为加速治疗干预的暗通道功能表征提供了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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