Department CIBIO, University of Trento, Trento, Italy; MELIS Department, Pompeu Fabra University, Barcelona, Spain.
Department CIBIO, University of Trento, Trento, Italy.
EBioMedicine. 2024 Jan;99:104917. doi: 10.1016/j.ebiom.2023.104917. Epub 2023 Dec 16.
Neuroblastoma is the most frequent extracranial solid tumour in children, accounting for ∼15% of deaths due to cancer in childhood. The most common clinical presentation are abdominal tumours. An altered gut microbiome composition has been linked to multiple cancer types, and reported in murine models of neuroblastoma. Whether children with neuroblastoma display alterations in gut microbiome composition remains unexplored.
We assessed gut microbiome composition by shotgun metagenomic profiling in an observational cross-sectional study on 288 individuals, consisting of patients with a diagnosis of neuroblastoma at disease onset (N = 63), healthy controls matching the patients on the main covariates of microbiome composition (N = 94), healthy siblings of the patients (N = 13), mothers of patients (N = 59), and mothers of the controls (N = 59). We examined taxonomic and functional microbiome composition and mother-infant strain transmission patterns.
Patients with neuroblastoma displayed alterations in gut microbiome composition characterised by reduced microbiome richness, decreased relative abundances of 18 species (including Phocaeicola dorei and Bifidobacterium bifidum), enriched protein fermentation and reduced carbohydrate fermentation potential. Using machine learning, we could successfully discriminate patients from controls (AUC = 82%). Healthy siblings did not display such alterations but resembled the healthy control group. No significant differences in maternal microbiome composition nor mother-to-offspring transmission were detected.
Patients with neuroblastoma display alterations in taxonomic and functional gut microbiome composition, which cannot be traced to differential maternal seeding. Follow-up research should include investigating potential causal links.
Italian Ministry of Health Ricerca Corrente and Ricerca Finalizzata 5 per mille (to MPonzoni); Fondazione Italiana Neuroblastoma (to MPonzoni); European Research Council (ERC-StG project MetaPG-716575 and ERC-CoG microTOUCH-101045015 to NS); the European H2020 program ONCOBIOME-825410 project (to NS); the National Cancer Institute of the National Institutes of Health 1U01CA230551 (to NS); the Premio Internazionale Lombardia e Ricerca 2019 (to NS); the MIUR Progetti di Ricerca di Rilevante Interesse Nazionale (PRIN) Bando 2017 Grant 2017J3E2W2 (to NS); EMBO ALTF 593-2020 and Knowledge Generation Project from the Spanish Ministry of Science and Innovation (PID2022-139328OA-I00) (to MV-C).
神经母细胞瘤是儿童中最常见的颅外实体瘤,约占儿童癌症死亡病例的 15%。最常见的临床表现是腹部肿瘤。肠道微生物组组成的改变与多种癌症有关,并在神经母细胞瘤的鼠类模型中得到报告。神经母细胞瘤患儿的肠道微生物组组成是否存在改变仍有待探索。
我们通过对 288 名个体进行观察性横断面研究,采用 shotgun 宏基因组分析评估肠道微生物组组成,该研究包括疾病发病时被诊断为神经母细胞瘤的患者(N=63)、与患者在微生物组组成的主要协变量上相匹配的健康对照者(N=94)、患者的健康兄弟姐妹(N=13)、患者的母亲(N=59)和对照组的母亲(N=59)。我们检查了分类和功能微生物组组成以及母婴菌株传播模式。
神经母细胞瘤患儿的肠道微生物组组成发生改变,其特征为微生物组丰富度降低,18 种物种的相对丰度降低(包括 Phocaeicola dorei 和 Bifidobacterium bifidum),蛋白质发酵富集,碳水化合物发酵潜力降低。使用机器学习,我们可以成功地区分患者和对照组(AUC=82%)。健康的兄弟姐妹没有表现出这种改变,而是与健康对照组相似。未检测到母体微生物组组成或母婴传播的显著差异。
神经母细胞瘤患儿的肠道微生物组在分类和功能组成上发生改变,这种改变不能归因于母体定植的差异。后续研究应包括调查潜在的因果关系。
意大利卫生部 Ricerca Corrente 和 Ricerca Finalizzata 5 per mille(MPonzoni);意大利神经母细胞瘤基金会(MPonzoni);欧洲研究理事会(ERC-StG 项目 MetaPG-716575 和 ERC-CoG microTOUCH-101045015,NS);欧洲地平线 2020 计划 ONCOBIOME-825410 项目(NS);美国国立卫生研究院国家癌症研究所 1U01CA230551(NS);2019 年意大利伦巴第国际奖和研究(NS);意大利教育部 2017 年研究计划(PRIN)倡议 2017J3E2W2(NS);欧洲分子生物学组织(EMBO)高级研究员基金 593-2020 及西班牙科学与创新部知识生成项目(PID2022-139328OA-I00)(MV-C)。