DEFGermplasm: a comprehensive digital platform for forest genomic and phenotype data integration.

IF 5
Forestry research Pub Date : 2025-05-16 eCollection Date: 2025-01-01 DOI:10.48130/forres-0025-0009
Mingjun Du, Meng Liu, Yuhui Li, Huating Hou, Bingyu Chen, Jiarun Gong, Junhong Zhang, Zhengfu Yang, Zaikang Tong, Xiao Han, Huahong Huang, Erpei Lin, Zhengjia Wang, Kean-Jin Lim
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Abstract

Forest germplasm resources are indispensable resources for ecosystem stability and economic value. However, they are increasingly threatened by environmental changes and human activities and urgently need advanced management methods. Concurrently, traditional management methods are unable to cope with the increasingly complex data in the era of advanced information technology. Therefore, we developed DEFGermplasm (https://defgermplasm.com), a digital platform utilizing Flask framework, Python, MySQL, NGINX, Gunicorn, HTML5, JavaScript, JBrowse, SequenceServer, Seaborn, and Echarts, taking the germplasm resources of pecan, hickory, Chinese fir, and phoebe. The platform integrates genomic, transcriptomic, phenotypic, and physiological data, utilizing user-friendly visualization tools to achieve intuitive data presentation. Gene expression heat maps reveal tissue-specific patterns, interactive phenotypic trait visualizations supporting breeding and trait selection, and cross-species analyses uncovering gene conservation and functional adaptation. For example, the WRINKLED1 transcription factor showed roles across nut-bearing and timber species. Additionally, the platform's sequence alignment and homology search tool facilitate comprehensive exploration of gene families, while genome visualization tools provide detailed insights into genomic structures and regulatory elements. By integrating diverse datasets with intuitive visualization tools, DEFGermplasm enhances forest germplasm research, supporting breeding and conservation initiatives. This study underscores the transformative potential of digital platforms in forest genetics and sustainable resource management.

DEFGermplasm:森林基因组和表型数据整合的综合数字平台。
森林种质资源是维持生态系统稳定和经济价值不可缺少的资源。然而,它们日益受到环境变化和人类活动的威胁,迫切需要先进的管理方法。同时,在信息技术发达的时代,传统的管理方式已经无法应对日益复杂的数据。为此,我们利用Flask框架、Python、MySQL、NGINX、Gunicorn、HTML5、JavaScript、JBrowse、SequenceServer、Seaborn、Echarts等技术,以山核桃、山核桃、杉木、苍木等植物的种质资源为基础,开发了DEFGermplasm (https://defgermplasm.com)数字平台。该平台集成了基因组、转录组、表型和生理数据,利用用户友好的可视化工具实现直观的数据呈现。基因表达热图揭示了组织特异性模式,支持育种和性状选择的相互作用表型性状可视化,以及揭示基因保护和功能适应的跨物种分析。例如,褶皱1转录因子在坚果和木材物种中都有作用。此外,该平台的序列比对和同源性搜索工具促进了基因家族的全面探索,而基因组可视化工具提供了对基因组结构和调控元件的详细见解。通过将不同的数据集与直观的可视化工具集成,DEFGermplasm加强了森林种质资源研究,支持育种和保护举措。这项研究强调了数字平台在森林遗传学和可持续资源管理方面的变革潜力。
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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