Department of Surgery & Cancer, Imperial College London, London W12 0NN, UK; Department of Metabolism, Digestion and Reproduction, Imperial College London, London W12 0NN, UK.
Department of Metabolism, Digestion and Reproduction, Imperial College London, London W12 0NN, UK; UKRI MRC Laboratory of Medical Sciences, Hammersmith Hospital Campus, London W12 0HS, UK.
Cell Rep Med. 2024 Sep 17;5(9):101738. doi: 10.1016/j.xcrm.2024.101738.
The gut microbiome is crucial for nutrient metabolism, immune regulation, and intestinal homeostasis with changes in its composition linked to complex diseases like inflammatory bowel disease (IBD). Although the precise host-microbial mechanisms in disease pathogenesis remain unclear, high-throughput sequencing have opened new ways to unravel the role of interspecies interactions in IBD. Systems biology-a holistic computational framework for modeling complex biological systems-is critical for leveraging multi-omics datasets to identify disease mechanisms. This review highlights the significance of multi-omics data in IBD research and provides an overview of state-of-the-art systems biology resources and computational tools for data integration. We explore gaps, challenges, and future directions in the research field aiming to uncover novel biomarkers and therapeutic targets, ultimately advancing personalized treatment strategies. While focusing on IBD, the proposed approaches are applicable for other complex diseases, like cancer, and neurodegenerative diseases, where the microbiome has also been implicated.
肠道微生物组对于营养代谢、免疫调节和肠道内稳态至关重要,其组成的变化与炎症性肠病(IBD)等复杂疾病有关。尽管疾病发病机制中确切的宿主-微生物机制仍不清楚,但高通量测序为揭示 IBD 中种间相互作用的作用开辟了新途径。系统生物学——一种用于建模复杂生物系统的整体计算框架——对于利用多组学数据集来识别疾病机制至关重要。本综述强调了多组学数据在 IBD 研究中的重要性,并提供了用于数据集成的最先进的系统生物学资源和计算工具概述。我们探讨了研究领域中的差距、挑战和未来方向,旨在发现新的生物标志物和治疗靶点,最终推进个性化治疗策略。虽然重点是 IBD,但所提出的方法也适用于其他复杂疾病,如癌症和神经退行性疾病,其中微生物组也与这些疾病有关。