Gut microbiota and metabolites associate with outcomes of immune checkpoint inhibitor-treated unresectable hepatocellular carcinoma

被引:125
作者
Lee, Pei-Chang [1 ,2 ]
Wu, Chi-Jung [1 ,2 ,3 ]
Hung, Ya-Wen [1 ,2 ]
Lee, Chieh Ju [1 ]
Chi, Chen-Ta [1 ,2 ,3 ]
Lee, I-Cheng [1 ,2 ]
Yu-Lun, Kuo [4 ]
Chou, Shih-Hsuan [4 ]
Luo, Jiing-Chyuan [1 ,2 ]
Hou, Ming-Chih [1 ,2 ]
Huang, Yi-Hsiang [1 ,2 ,3 ]
机构
[1] Taipei Vet Gen Hosp, Dept Med, Div Gastroenterol & Hepatol, Taipei, Taiwan
[2] Natl Yang Ming Chiao Tung Univ, Sch Med, Taipei, Taiwan
[3] Natl Yang Ming Chiao Tung Univ, Fac Med, Inst Clin Med, Taipei, Taiwan
[4] Biotools Co Ltd, New Taipei, Taiwan
关键词
immunotherapy; liver neoplasms; ACID; EFFICACY; PHASE;
D O I
10.1136/jitc-2022-004779
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Immune checkpoint inhibitors (ICIs) are promising agents for unresectable hepatocellular carcinoma (uHCC), but lack effective biomarker to predict outcomes. The gut microbiome can modulate tumor response to immunotherapy, but its effect on HCC remains unclear. Methods From May 2018 to February 2020, patients receiving ICI treatment for uHCC were prospectively enrolled; their fecal samples were collected before treatment. The fecal microbiota and metabolites were analyzed from 20 patients with radiology-proven objective responses (OR) and 21 randomly selected patients with progressive disease (PD). After March 2020, 33 consecutive Child-Pugh-A patients were recruited as a validation cohort. Additionally, feces from 17 healthy volunteers were collected for comparison of background microbes. Results A significant dissimilarity was observed in fecal bacteria between patients with OR and patients with PD before immunotherapy. Prevotella 9 was enriched in patients with PD, whereas Lachnoclostridium, Lachnospiraceae, and Veillonella were predominant in patients with OR. Ursodeoxycholic acid and ursocholic acid were significantly enriched in the feces of patients with OR and strongly correlated with the abundance of Lachnoclostridium. The coexistence of Lachnoclostridium enrichment and Prevotella 9 depletion significantly predicted better overall survival (OS). In the validation cohort, better progression-free survival (PFS) and OS were noted in patients who had a preferable microbial signature in comparison with counter-group (PFS: 8.8 months vs 1.8 months; OS: not reached vs 6.5 months, both p<0.001). Conclusions Fecal microbiota and bile acids were associated with outcomes of immunotherapy for uHCC. These findings highlight the potential role of gut microbiota and metabolites as biomarkers to predict outcomes of ICI-treated HCC.
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页数:12
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[1]  
Bajaj JS, 2020, J HEPATOL, V72, P1003, DOI 10.1016/j.jhep.2020.01.017
[2]   CLONING, SEQUENCING, AND EXPRESSION OF THE GENE CODING FOR BILE-ACID 7-ALPHA-HYDROXYSTEROID DEHYDROGENASE FROM EUBACTERIUM SP STRAIN VPI-12708 [J].
BARON, SF ;
FRANKLUND, CV ;
HYLEMON, PB .
JOURNAL OF BACTERIOLOGY, 1991, 173 (15) :4558-4569
[3]   QIIME allows analysis of high-throughput community sequencing data [J].
Caporaso, J. Gregory ;
Kuczynski, Justin ;
Stombaugh, Jesse ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
Costello, Elizabeth K. ;
Fierer, Noah ;
Pena, Antonio Gonzalez ;
Goodrich, Julia K. ;
Gordon, Jeffrey I. ;
Huttley, Gavin A. ;
Kelley, Scott T. ;
Knights, Dan ;
Koenig, Jeremy E. ;
Ley, Ruth E. ;
Lozupone, Catherine A. ;
McDonald, Daniel ;
Muegge, Brian D. ;
Pirrung, Meg ;
Reeder, Jens ;
Sevinsky, Joel R. ;
Tumbaugh, Peter J. ;
Walters, William A. ;
Widmann, Jeremy ;
Yatsunenko, Tanya ;
Zaneveld, Jesse ;
Knight, Rob .
NATURE METHODS, 2010, 7 (05) :335-336
[4]   Use of Antibiotics during Immune Checkpoint Inhibitor Treatment Is Associated with Lower Survival in Hepatocellular Carcinoma [J].
Cheung, Ka Shing ;
Lam, Lok Ka ;
Seto, Wai Kay ;
Leung, Wai K. .
LIVER CANCER, 2021, 10 (06) :606-614
[5]  
Chiang John Y. L., 2018, Gene Expression, V18, P71, DOI 10.3727/105221618X15156018385515
[6]   New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1) [J].
Eisenhauer, E. A. ;
Therasse, P. ;
Bogaerts, J. ;
Schwartz, L. H. ;
Sargent, D. ;
Ford, R. ;
Dancey, J. ;
Arbuck, S. ;
Gwyther, S. ;
Mooney, M. ;
Rubinstein, L. ;
Shankar, L. ;
Dodd, L. ;
Kaplan, R. ;
Lacombe, D. ;
Verweij, J. .
EUROPEAN JOURNAL OF CANCER, 2009, 45 (02) :228-247
[7]   Nivolumab in patients with advanced hepatocellular carcinoma (CheckMate 040): an open-label, non-comparative, phase 1/2 dose escalation and expansion trial [J].
El-Khoueiry, Anthony B. ;
Sangro, Bruno ;
Yau, Thomas ;
Crocenzi, Todd S. ;
Kudo, Masatoshi ;
Hsu, Chiun ;
Kim, Tae-You ;
Choo, Su-Pin ;
Trojan, Jorg ;
Welling, Theodore H., III ;
Meyer, Tim ;
Kang, Yoon-Koo ;
Yeo, Winnie ;
Chopra, Akhil ;
Anderson, Jeffrey ;
dela Cruz, Christine ;
Lang, Lixin ;
Neely, Jaclyn ;
Tang, Hao ;
Dastani, Homa B. ;
Melero, Ignacio .
LANCET, 2017, 389 (10088) :2492-2502
[8]  
European Assoc Study Liver, 2018, J HEPATOL, V69, P182, DOI 10.1016/j.jhep.2018.03.019
[9]   An improved dual-indexing approach for multiplexed 16S rRNA gene sequencing on the Illumina MiSeq platform [J].
Fadrosh, Douglas W. ;
Ma, Bing ;
Gajer, Pawel ;
Sengamalay, Naomi ;
Ott, Sandra ;
Brotman, Rebecca M. ;
Ravel, Jacques .
MICROBIOME, 2014, 2
[10]   Estimating the global cancer incidence and mortality in 2018: GLOBOCAN sources and methods [J].
Ferlay, J. ;
Colombet, M. ;
Soerjomataram, I. ;
Mathers, C. ;
Parkin, D. M. ;
Pineros, M. ;
Znaor, A. ;
Bray, F. .
INTERNATIONAL JOURNAL OF CANCER, 2019, 144 (08) :1941-1953