Gut microbiome alteration as a diagnostic tool and associated with inflammatory response marker in primary liver cancer

微生物群 医学 肠道菌群 肝细胞癌 癌症 结直肠癌 内科学 队列 肝癌 胃肠病学 肝病学 生物 免疫学 生物信息学
作者
Tuo Deng,Jialiang Li,Bangjie He,Bo Chen,Fangting Liu,Ziyan Chen,Jiuyi Zheng,Zhehao Shi,Tan Zhang,Liming Deng,Haitao Yu,Jinhuan Yang,Lijun Wu,Yunfeng Shan,Zhengping Yu,Xiao-Lei Chen,Yi Wang,Gang Chen
出处
期刊:Hepatology International [Springer Nature]
卷期号:16 (1): 99-111 被引量:30
标识
DOI:10.1007/s12072-021-10279-3
摘要

Primary liver cancer has high mortality and morbidity worldwide. However, the characteristic of gut microbiota profile and its correlation with inflammation status in liver cancer patients remains largely unknown, and a gut microbiome-based diagnostic model for liver cancer is still absent.Here, we provided a comprehensive analysis based on fecal 16S rRNA sequencing and clinical data in a cohort consisting of 40 healthy volunteers, 143 hepatocellular carcinoma (HCC) patients, and 46 cholangiocarcinoma (CCA) patients.Our results indicated a distinct shift of gut microbiota composition between two primary liver cancer types and compared with healthy volunteers. Based on the diversity constitute of gut microbiome taxonomy and random forest algorithm, eight genera with mean abundance above 0.1% were selected to construct the classification model with half of the randomly selected cohort. Based on this signature, high diagnostic accuracy in the validation cohort to classify liver cancer types (AUC = 0.989, 0.967, 0.920 for Control, HCC, CCA separately) was achieved. Further analysis showed increased Gram-negative bacteria and elevated inflammatory response markers in CCA group versus HCC group. The correlation analysis between inflammatory response markers and composition of gut microbiome revealed decreased potentially beneficial genus and increased opportunistic pathogens positively correlated with adverse prognostic inflammatory response markers.Generally, our study established the gut microbiome-based signature for liver cancer prediction and screening and revealed that gut microbiome characteristic in primary liver cancer was correlated with adverse inflammatory response markers in liver cancer.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
崇林同学发布了新的文献求助20
刚刚
勤劳半青完成签到,获得积分10
1秒前
stronging发布了新的文献求助10
2秒前
zhangyidian完成签到,获得积分10
4秒前
妙脆角完成签到 ,获得积分10
5秒前
Sylvia完成签到 ,获得积分10
6秒前
爱听歌的糖豆完成签到,获得积分10
6秒前
吴壮完成签到,获得积分0
7秒前
med1640完成签到,获得积分10
7秒前
无辜念文完成签到,获得积分10
10秒前
wbx完成签到,获得积分10
12秒前
轩辕白竹完成签到,获得积分10
12秒前
李爱国应助科研通管家采纳,获得10
14秒前
今后应助科研通管家采纳,获得10
14秒前
无花果应助科研通管家采纳,获得10
15秒前
脑洞疼应助科研通管家采纳,获得10
15秒前
隐形曼青应助科研通管家采纳,获得10
15秒前
思源应助科研通管家采纳,获得10
15秒前
15秒前
15秒前
正直老九完成签到 ,获得积分10
17秒前
suxin发布了新的文献求助10
17秒前
晓伟完成签到,获得积分10
18秒前
liangguangyuan完成签到 ,获得积分10
19秒前
PG完成签到 ,获得积分0
20秒前
自然水杯完成签到,获得积分10
20秒前
amonke007完成签到,获得积分10
20秒前
桃子完成签到 ,获得积分10
21秒前
23秒前
zhouleiwang完成签到,获得积分10
26秒前
sci完成签到 ,获得积分10
28秒前
呆萌谷兰完成签到,获得积分10
28秒前
研友_pnxEqZ完成签到,获得积分10
28秒前
alooof完成签到 ,获得积分10
29秒前
fiona完成签到,获得积分10
29秒前
小奕发布了新的文献求助10
30秒前
飘萍过客发布了新的文献求助20
31秒前
马前人发布了新的文献求助10
31秒前
fearlessji完成签到 ,获得积分10
36秒前
两粒葱花儿完成签到,获得积分10
38秒前
高分求助中
The Oxford Handbook of Social Cognition (Second Edition, 2024) 1050
Kinetics of the Esterification Between 2-[(4-hydroxybutoxy)carbonyl] Benzoic Acid with 1,4-Butanediol: Tetrabutyl Orthotitanate as Catalyst 1000
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
юрские динозавры восточного забайкалья 800
English Wealden Fossils 700
Handbook of Qualitative Cross-Cultural Research Methods 600
Chen Hansheng: China’s Last Romantic Revolutionary 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3139737
求助须知:如何正确求助?哪些是违规求助? 2790662
关于积分的说明 7796051
捐赠科研通 2447104
什么是DOI,文献DOI怎么找? 1301563
科研通“疑难数据库(出版商)”最低求助积分说明 626300
版权声明 601176