微生物群
危险系数
免疫检查点
比例危险模型
内科学
医学
黑色素瘤
肿瘤科
免疫系统
混淆
癌症
肠道菌群
免疫学
免疫疗法
生物
癌症研究
生物信息学
置信区间
作者
Thijs T. Wind,Ranko Gaćeša,Arnau Vich Vila,Jacco J. de Haan,Mathilde Jalving,Rinse K. Weersma,Geke A.P. Hospers
出处
期刊:Melanoma Research
[Lippincott Williams & Wilkins]
日期:2020-01-28
卷期号:30 (3): 235-246
被引量:75
标识
DOI:10.1097/cmr.0000000000000656
摘要
In patients with metastatic cancer, gut microbiome composition differs between responder and non-responders to immune checkpoint inhibitors. However, there is little consensus on the microbiome taxa associated with response or lack of response. Additionally, recognized confounders of gut microbiome composition have generally not been taken into account. In this study, metagenomic shotgun sequencing was performed on freshly frozen pre-treatment stool samples from 25 patients (12 responders and 13 non-responders) with unresectable metastatic melanoma treated with immune checkpoint inhibitors. We observed no significant differences in alpha-diversity and bacterial prevalence between responders and non-responders ( P > 0.05). In a zero-inflated multivariate analysis, correcting for important confounders such as age, BMI and use of antibiotics, 68 taxa showed differential abundance between responders and non-responders (false-discovery rate < 0.05). Cox-regression analysis showed longer overall survival for carriers of Streptococcus parasanguinis [hazard ratio (HR): 6.9] and longer progression-free survival for carriers of Bacteroides massiliensis (HR: 3.79). In contrast, carriership of Peptostreptococcaceae (unclassified species) was associated with shorter overall survival (HR 0.18) and progression-free survival (HR 0.11). Finally, 17 microbial pathways differentially abundant between responder and non-responders were observed. These results underline the association between gut microbiome composition and response to immune checkpoint inhibitor therapy in a cohort of patients with cutaneous melanoma.
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