Lopukhin Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow, Russian.
Moscow Institute of Physics and Technology, Moscow, Russian.
Life Sci Alliance. 2024 Mar 6;7(5). doi: 10.26508/lsa.202302480. Print 2024 May.
Immunotherapy has proven to be a boon for patients battling metastatic melanoma, significantly improving their clinical condition and overall quality of life. A compelling link between the composition of the gut microbiome and the efficacy of immunotherapy has been established in both animal models and human patients. However, the precise biological mechanisms by which gut microbes influence treatment outcomes remain poorly understood. Using a robust dataset of 680 fecal metagenomes from melanoma patients, a detailed catalog of metagenome-assembled genomes (MAGs) was constructed to explore the compositional and functional properties of the gut microbiome. Our study uncovered significant findings that deepen the understanding of the intricate relationship between gut microbes and the efficacy of melanoma immunotherapy. In particular, we discovered the specific metagenomic profile of patients with favorable treatment outcomes, characterized by a prevalence of MAGs with increased overall metabolic potential and proficiency in polysaccharide utilization, along with those responsible for cobalamin and amino acid production. Furthermore, our investigation of the biosynthetic pathways of short-chain fatty acids, known for their immunomodulatory role, revealed a differential abundance of these pathways among the specific MAGs. Among others, the cobalamin-dependent Wood-Ljungdahl pathway of acetate synthesis was directly associated with responsiveness to melanoma immunotherapy.
免疫疗法已被证明对转移性黑色素瘤患者是一大福音,显著改善了他们的临床状况和整体生活质量。在动物模型和人类患者中都已经确立了肠道微生物组的组成与免疫疗法疗效之间的紧密联系。然而,肠道微生物如何影响治疗效果的具体生物学机制仍知之甚少。我们使用了来自黑色素瘤患者的 680 个粪便宏基因组的强大数据集,构建了一个详细的宏基因组组装基因组 (MAG) 目录,以探索肠道微生物组的组成和功能特性。我们的研究揭示了一些重要的发现,加深了对肠道微生物与黑色素瘤免疫疗法疗效之间复杂关系的理解。特别是,我们发现了治疗效果良好的患者的特定宏基因组特征,其特点是具有更高整体代谢潜力和多糖利用能力的 MAG 普遍存在,以及那些负责钴胺素和氨基酸生产的 MAG。此外,我们对短链脂肪酸的生物合成途径进行了研究,这些途径已知具有免疫调节作用,发现这些途径在特定 MAG 中的丰度存在差异。其中,依赖钴胺素的 Wood-Ljungdahl 途径是乙酸盐合成与对黑色素瘤免疫疗法的反应性直接相关。