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(2023-03-31 23:05):
#paper doi:10.1136/gutjnl-2018-317178 Gut, 2019, Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer 结直肠癌的肠道真菌失调和生态改变。一般研究癌症里的微生物多是细菌,病毒和真菌的少。这篇文献主要分析了结直肠癌患者样本的真菌。真菌一般在采样中的序列占比也少,但仍有分析价值。研究分析了香港的184名CRC患者、197名腺瘤患者和204名对照受试者。分析的粪便样本,分为发现队列和验证队列。主成分分析显示结直肠癌和对照组可以分为两个簇,早期和晚期的结直肠癌也有不同的真菌群。与健康人相比,结直肠癌患者粪便内的担子菌(Basidiomycota):子囊菌(Ascomycota)的比值增加。在CRC中真菌纲马拉色纲(Malasseziomycetes)富集,Saccharomycetes和Pneumocystidomycetes减少。研究找了14种真菌标志物其丰度可以将CRC和对照组分开,AUC为0.74~0.93。研究还采用了SparCC算法做了生态学分析,与对照组相比,CRC中的真菌会有界内共存的联系,而真菌与细菌会有排斥现象。研究发现了真菌粪便标志物在诊断CRC上有潜在潜力。真菌一般分析较少,研究主要用了Kraken注释reads,并且用Jellyfish程序利用公开数据做了一个自定义数据库。
Enteric fungal microbiota dysbiosis and ecological alterations in colorectal cancer
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Abstract:
OBJECTIVES: Bacteriome and virome alterations are associated with colorectal cancer (CRC). Nevertheless, the gut fungal microbiota in CRC remains largely unexplored. We aimed to characterise enteric mycobiome in CRC.DESIGN: Faecal shotgun metagenomic sequences of 184 patients with CRC, 197 patients with adenoma and 204 control subjects from Hong Kong were analysed (discovery cohort: 73 patients with CRC and 92 control subjects; validation cohort: 111 patients with CRC, 197 patients with adenoma and 112 controls from Hong Kong). CRC-associated fungal markers and ecological changes were also validated in additional independent cohorts of 90 patients with CRC, 42 patients with adenoma and 66 control subjects of published repository sequences from Germany and France. Assignment of taxonomies was performed by exact k-mer alignment against an integrated microbial reference genome database.RESULTS: Principal component analysis revealed separate clusters for CRC and control (p<0.0001), with distinct mycobiomes in early-stage and late-stage CRC (p=0.0048). Basidiomycota:Ascomycota ratio was higher in CRC (p=0.0042), with increase in Malasseziomycetes (p<0.0001) and decrease in Saccharomycetes (p<0.0001) and Pneumocystidomycetes (p=0.0017). Abundances of 14 fungal biomarkers distinguished CRC from controls with an area under the receiver-operating characteristic curve (AUC) of 0.93 and validated AUCs of 0.82 and 0.74 in independent Chinese cohort V1 and European cohort V2, respectively. Further ecological analysis revealed higher numbers of co-occurring fungal intrakingdom and co-exclusive bacterial-fungal correlations in CRC (p<0.0001). Moreover, co-occurrence interactions between fungi and bacteria, mostly contributed by fungal Ascomycota and bacterial Proteobacteria in control, were reverted to co-exclusive interplay in CRC (p=0.00045).CONCLUSIONS: This study revealed CRC-associated mycobiome dysbiosis characterised by altered fungal composition and ecology, signifying that the gut mycobiome might play a role in CRC.
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