Integrating multi-omics to unravel host-microbiome interactions in inflammatory bowel disease

IF 11.7 1区 医学 Q1 CELL BIOLOGY Cell Reports Medicine Pub Date : 2024-09-17 DOI:10.1016/j.xcrm.2024.101738
Yiran Zhang, John P. Thomas, Tamas Korcsmaros, Lejla Gul
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Abstract

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.

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整合多组学揭示炎症性肠病中宿主与微生物组的相互作用
肠道微生物组对营养代谢、免疫调节和肠道平衡至关重要,其组成的变化与炎症性肠病(IBD)等复杂疾病有关。尽管宿主-微生物在疾病发病机制中的确切机制仍不清楚,但高通量测序技术为揭示种间相互作用在 IBD 中的作用开辟了新途径。系统生物学--用于复杂生物系统建模的整体计算框架--对于利用多组学数据集确定疾病机制至关重要。本综述强调了多组学数据在 IBD 研究中的重要性,并概述了用于数据整合的最先进的系统生物学资源和计算工具。我们探讨了该研究领域的差距、挑战和未来方向,旨在发现新型生物标记物和治疗靶点,最终推进个性化治疗策略。在关注 IBD 的同时,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,这些疾病也与微生物组有关。
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来源期刊
Cell Reports Medicine
Cell Reports Medicine Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (all)
CiteScore
15.00
自引率
1.40%
发文量
231
审稿时长
40 days
期刊介绍: Cell Reports Medicine is an esteemed open-access journal by Cell Press that publishes groundbreaking research in translational and clinical biomedical sciences, influencing human health and medicine. Our journal ensures wide visibility and accessibility, reaching scientists and clinicians across various medical disciplines. We publish original research that spans from intriguing human biology concepts to all aspects of clinical work. We encourage submissions that introduce innovative ideas, forging new paths in clinical research and practice. We also welcome studies that provide vital information, enhancing our understanding of current standards of care in diagnosis, treatment, and prognosis. This encompasses translational studies, clinical trials (including long-term follow-ups), genomics, biomarker discovery, and technological advancements that contribute to diagnostics, treatment, and healthcare. Additionally, studies based on vertebrate model organisms are within the scope of the journal, as long as they directly relate to human health and disease.
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