CarveAdornCurate:一个基于云的多功能平台,用于构建多尺度代谢模型。

IF 14.3 1区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Trends in biotechnology Pub Date : 2025-05-01 Epub Date: 2025-03-04 DOI:10.1016/j.tibtech.2025.01.011
Yang Cheng, Wenwen Yu, Xinyu Bi, Yanfeng Liu, Jianghua Li, Guocheng Du, Jian Chen, Xueqin Lv, Long Liu
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引用次数: 0

摘要

多尺度建模是一种很有前途的理解细胞行为的方法。然而,现有的多尺度建模工具需要精心策划的基因组尺度代谢模型(GEMs)作为输入,由于构建过程复杂且耗时,限制了多尺度模型的广泛应用。为此,我们开发了一种新的工作流程,名为CarveAdornCurate (CAC),用于从头多尺度建模。Carve模块生成具有强大遗传证据的GEMs集合,然后使用Adorn模块将其升级为多尺度模型。Curate模块的设计目的是寻找对生成的模型重要的特征。这三个模块集成到一个基于云的平台中,以促进广泛的可访问性。作为概念验证,我们构建了基于cac的谷氨酸棒状杆菌和脂解耶氏菌的多尺度模型,证明了它们在指导代谢工程方面的潜力。总体而言,CAC被证明是一种高效且用户友好的多尺度模型构建工具。网站是www.carveadorncurate.com/。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CarveAdornCurate: a versatile cloud-based platform for constructing multiscale metabolic models.

Multiscale modeling is a promising approach for understanding cellular behaviors. However, existing multiscale modeling tools require meticulously curated genome-scale metabolic models (GEMs) as inputs, limiting the broad applications of multiscale models due to complex and time-consuming construction processes. To this end, we developed a novel workflow named CarveAdornCurate (CAC) for de novo multiscale modeling. The Carve module generates an ensemble of GEMs with strong genetic evidence, which is then upgraded to multiscale models using Adorn module. The Curate module was designed to find features important to the generated models. These three modules are integrated into a cloud-based platform to promote broad accessibility. As proof of concept, we constructed CAC-based multiscale models for Corynebacterium glutamicum and Yarrowia lipolytica, demonstrating their potential in guiding metabolic engineering. Overall, CAC is demonstrated to be an efficient and user-friendly tool for constructing multiscale models. It is available online at www.carveadorncurate.com/.

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来源期刊
Trends in biotechnology
Trends in biotechnology 工程技术-生物工程与应用微生物
CiteScore
28.60
自引率
1.20%
发文量
198
审稿时长
1 months
期刊介绍: Trends in Biotechnology publishes reviews and perspectives on the applied biological sciences, focusing on useful science applied to, derived from, or inspired by living systems. The major themes that TIBTECH is interested in include: Bioprocessing (biochemical engineering, applied enzymology, industrial biotechnology, biofuels, metabolic engineering) Omics (genome editing, single-cell technologies, bioinformatics, synthetic biology) Materials and devices (bionanotechnology, biomaterials, diagnostics/imaging/detection, soft robotics, biosensors/bioelectronics) Therapeutics (biofabrication, stem cells, tissue engineering and regenerative medicine, antibodies and other protein drugs, drug delivery) Agroenvironment (environmental engineering, bioremediation, genetically modified crops, sustainable development).
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