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鼠胚胎 CoCoPUTs:新型鼠转录组加权使用网站,包含多个品系、组织和发育阶段。

Mouse embryo CoCoPUTs: novel murine transcriptomic-weighted usage website featuring multiple strains, tissues, and stages.

机构信息

Hemostasis Branch 1, Division of Hemostasis, Office of Plasma Protein Therapeutics CMC, Office of Therapeutic Products, Center for Biologics Evaluation and Research (CBER), US Food and Drug Administration (FDA), Silver Spring, MD, USA.

High-performance Integrated Virtual Environment (HIVE), Office of Biostatistics and Pharmacovigilance (OBPV), Center for Biologics Evaluation and Research (CBER), US Food and Drug Administration (FDA), Silver Spring, MD, USA.

出版信息

BMC Bioinformatics. 2024 Sep 6;25(1):294. doi: 10.1186/s12859-024-05906-3.

Abstract

Mouse (Mus musculus) models have been heavily utilized in developmental biology research to understand mammalian embryonic development, as mice share many genetic, physiological, and developmental characteristics with humans. New explorations into the integration of temporal (stage-specific) and transcriptional (tissue-specific) data have expanded our knowledge of mouse embryo tissue-specific gene functions. To better understand the substantial impact of synonymous mutational variations in the cell-state-specific transcriptome on a tissue's codon and codon pair usage landscape, we have established a novel resource-Mouse Embryo Codon and Codon Pair Usage Tables (Mouse Embryo CoCoPUTs). This webpage not only offers codon and codon pair usage, but also GC, dinucleotide, and junction dinucleotide usage, encompassing four strains, 15 murine embryonic tissue groups, 18 Theiler stages, and 26 embryonic days. Here, we leverage Mouse Embryo CoCoPUTs and employ the use of heatmaps to depict usage changes over time and a comparison to human usage for each strain and embryonic time point, highlighting unique differences and similarities. The usage similarities found between mouse and human central nervous system data highlight the translation for projects leveraging mouse models. Data for this analysis can be directly retrieved from Mouse Embryo CoCoPUTs. This cutting-edge resource plays a crucial role in deciphering the complex interplay between usage patterns and embryonic development, offering valuable insights into variation across diverse tissues, strains, and stages. Its applications extend across multiple domains, with notable advantages for biotherapeutic development, where optimizing codon usage can enhance protein expression; one can compare strains, tissues, and mouse embryonic stages in one query. Additionally, Mouse Embryo CoCoPUTs holds great potential in the field of tissue-specific genetic engineering, providing insights for tailoring gene expression to specific tissues for targeted interventions. Furthermore, this resource may enhance our understanding of the nuanced connections between usage biases and tissue-specific gene function, contributing to the development of more accurate predictive models for genetic disorders.

摘要

鼠(Mus musculus)模型在发育生物学研究中被广泛应用,以了解哺乳动物胚胎发育,因为老鼠与人类在许多遗传、生理和发育特征上有很多共同点。对时间(阶段特异性)和转录(组织特异性)数据的整合的新探索扩展了我们对老鼠胚胎组织特异性基因功能的认识。为了更好地理解细胞状态特异性转录组中的同义突变变化对组织的密码子和密码子对使用景观的巨大影响,我们建立了一个新的资源-老鼠胚胎密码子和密码子对使用表(Mouse Embryo CoCoPUTs)。这个网页不仅提供了密码子和密码子对的使用情况,还提供了 GC、二核苷酸和连接二核苷酸的使用情况,涵盖了四个品系、15 个鼠胚胎组织群、18 个 Theiler 阶段和 26 个胚胎日。在这里,我们利用 Mouse Embryo CoCoPUTs,并使用热图来描绘随时间的使用变化,并与每个品系和胚胎时间点的人类使用情况进行比较,突出显示独特的差异和相似之处。在老鼠和人类中枢神经系统数据之间发现的使用相似性突出了利用老鼠模型进行项目的翻译。这项分析的数据可以直接从 Mouse Embryo CoCoPUTs 中检索。这个前沿资源在解码使用模式和胚胎发育之间的复杂相互作用方面发挥着关键作用,为跨不同组织、品系和阶段的变异性提供了有价值的见解。它的应用延伸到多个领域,在生物治疗开发方面具有显著的优势,在这种开发中,优化密码子的使用可以提高蛋白质的表达;人们可以在一个查询中比较品系、组织和老鼠胚胎阶段。此外,Mouse Embryo CoCoPUTs 在组织特异性基因工程领域具有巨大的潜力,为针对特定组织进行基因表达的定制提供了见解,以进行有针对性的干预。此外,该资源可以增强我们对使用偏差与组织特异性基因功能之间细微联系的理解,有助于为遗传疾病开发更准确的预测模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5ae6/11380194/55344a6159fc/12859_2024_5906_Fig1_HTML.jpg

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