结合培养组学和宏基因组学测序来表征接受免疫检查点抑制剂治疗的癌症患者的肠道微生物组。

IF 4.3 3区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY
Khoudia Diop, Babacar Mbaye, Somayeh Nili, Alysé Filin, Myriam Benlaifaoui, Julie Malo, Anne Sophie Renaud, Wiam Belkaid, Sebastian Hunter, Meriem Messaoudene, Karla A Lee, Arielle Elkrief, Bertrand Routy
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引用次数: 0

摘要

背景:肠道微生物组是接受免疫检查点抑制剂(ICI)治疗的黑色素瘤和非小细胞肺癌(NSCLC)患者的一种新的生物标志物。接受免疫治疗的患者的肠道微生物组宏基因组分析研究发现了与ICI疗效相关的细菌,而其他细菌则与耐药性有关。然而,宏基因组测序的局限性,如复杂的生物信息学处理要求,阳性检测的阈值的必要性,以及无法检测活生物体,阻碍了我们充分表征肠道微生物组的能力。因此,将宏基因组学与基于高通量培养的技术(培养组学)相结合是一种理想的策略,可以全面表征微生物组的组成,从而更有力地将微生物组定位为对ICI反应的生物标志物。方法:我们对来自加拿大和英国两个学术中心的22例非小细胞肺癌和皮肤黑色素瘤患者(癌症组)的粪便样本进行了培养组学研究,将其微生物组组成与7名健康志愿者(HV)的微生物组组成进行了比较,并进行了匹配的散枪宏基因组学测序。结果:在培养组学方面,分离到221个不同的物种。在这221种不同的物种中,有182种在癌症组中被发现,110种在HV组中被发现。HV组的平均物种丰富度高于癌组(34比18,p = 0.002)。Beta多样性显示各组之间存在分离的聚类(p = 0.004)。双歧杆菌和拟杆菌在HV中富集,而癌症患者中肠闭菌和小叶细络菌的比例过高。接下来,将癌症患者的临床结果与ICI进行比较,我们观察到在无应答患者中存在的20种最丰富的细菌中,有2种属于肠闭菌属,以及丰富的Hungatella hathewayi和痤疮表皮杆菌。在NSCLC患者中,宏基因组学分析显示,通过培养组学分离的154种细菌中,61/154(39%)也通过宏基因组学测序鉴定。重要的是,通过培养组学检测到94个单独的物种。结论:这些发现强调了培养组学和宏基因组学可以作为癌症患者微生物组特征的补充工具。这种综合方法揭示了区分HV和癌症患者的特定微生物组特征,并确定了与治疗反应和耐药性相关的特定物种。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coupling culturomics and metagenomics sequencing to characterize the gut microbiome of patients with cancer treated with immune checkpoint inhibitors.

Background: The gut microbiome represents a novel biomarker for melanoma and non-small cell lung cancer (NSCLC) patients treated with immune checkpoint inhibitors (ICI). Gut microbiome metagenomics profiling studies of patients treated with immunotherapy identified bacteria associated with ICI efficacy, while others have been linked to resistance. However, limitations of metagenomics sequencing, such as complex bioinformatic processing requirements, necessity of a threshold for positive detection, and the inability to detect live organisms, have hindered our ability to fully characterize the gut microbiome. Therefore, combining metagenomics with high-throughput culture-based techniques (culturomics) represents an ideal strategy to fully characterize microbiome composition to more robustly position the microbiome as a biomarker of response to ICI.

Methods: We performed culturomics using fecal samples from 22 patients from two academic centres in Canada and the United Kingdom with NSCLC and cutaneous melanoma treated with ICI (cancer group), comparing their microbiome composition to that of 7 healthy volunteers (HV), along with matching shotgun metagenomics sequencing.

Results: For culturomics results, 221 distinct species were isolated. Among these 221 distinct species, 182 were identified in the cancer group and 110 in the HV group. In the HV group, the mean species richness was higher compared to the cancer group (34 vs. 18, respectively, p = 0.002). Beta diversity revealed separate clusters between groups (p = 0.004). Bifidobacterium spp. and Bacteroides spp. were enriched in HV, while cancer patients showed an overrepresentation of Enterocloster species, as well as Veillonella parvula. Next, comparing cancer patients' clinical outcomes to ICI, we observed that among the 20 most abundant bacteria present in non-responder patients, 2 belonged to the genus Enterocloster, along with an enrichment of Hungatella hathewayi and Cutibacterium acnes. In contrast, responders to ICI exhibited a predominance of Bacteroides spp. In NSCLC patients, metagenomics analysis revealed that of the 154 bacteria species isolated through culturomics, 61/154 (39%) were also identified by metagenomics sequencing. Importantly, 94 individual species were uniquely detected by culturomics.

Conclusion: These findings highlight that culturomics and metagenomics can serve as complementary tools to characterize the microbiome in patients with cancer. This integrated approach uncovers specific microbiome signatures that differentiate HV from cancer patients, and identifies specific species associated with therapy response and resistance.

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来源期刊
Gut Pathogens
Gut Pathogens GASTROENTEROLOGY & HEPATOLOGY-MICROBIOLOGY
CiteScore
7.70
自引率
2.40%
发文量
43
期刊介绍: Gut Pathogens is a fast publishing, inclusive and prominent international journal which recognizes the need for a publishing platform uniquely tailored to reflect the full breadth of research in the biology and medicine of pathogens, commensals and functional microbiota of the gut. The journal publishes basic, clinical and cutting-edge research on all aspects of the above mentioned organisms including probiotic bacteria and yeasts and their products. The scope also covers the related ecology, molecular genetics, physiology and epidemiology of these microbes. The journal actively invites timely reports on the novel aspects of genomics, metagenomics, microbiota profiling and systems biology. Gut Pathogens will also consider, at the discretion of the editors, descriptive studies identifying a new genome sequence of a gut microbe or a series of related microbes (such as those obtained from new hosts, niches, settings, outbreaks and epidemics) and those obtained from single or multiple hosts at one or different time points (chronological evolution).
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