The Gut Microbiome Associates with Immune Checkpoint Inhibition Outcomes in Patients with Advanced Non-Small Cell Lung Cancer

被引:232
作者
Hakozaki, Taiki [1 ]
Richard, Corentin [2 ]
Elkrief, Arielle [2 ,3 ]
Hosomi, Yukio [1 ]
Benlaifaoui, Myriam [2 ]
Mimpen, Iris [2 ]
Terrisse, Safae [4 ,5 ,6 ]
Derosa, Lisa [4 ,5 ,6 ]
Zitvogel, Laurence [4 ,5 ,6 ,7 ]
Routy, Bertrand [2 ,8 ]
Okuma, Yusuke [1 ,9 ]
机构
[1] Tokyo Metropolitan Canc & Infect Dis Ctr Komagome, Dept Thorac Oncol & Resp Med, Bunkyo City, Tokyo, Japan
[2] Univ Montreal Res Ctr CRCHUM, Montreal, PQ, Canada
[3] Jewish Gen Hosp, Segal Canc Ctr, Dept Oncol, Montreal, PQ, Canada
[4] Gustave Roussy Canc Campus GRCC, Villejuif, France
[5] Inst Natl Sante & Rech Med INSERM, U1015, Villejuif, France
[6] Univ Paris Saclay, Univ Paris Sud, Gustave Roussy, Villejuif, France
[7] Ctr Clin Invest Biotherapies Canc CICBT 1428, Villejuif, France
[8] Univ Montreal Healthcare Ctr, Dept Hematooncol, Div Med, Montreal, PQ, Canada
[9] Natl Canc Ctr Hosp, Dept Thorac Oncol, Chuo City, Tokyo, Japan
基金
欧盟地平线“2020”;
关键词
OPEN-LABEL; DOCETAXEL; IMMUNOTHERAPY; NIVOLUMAB; BLOCKADE;
D O I
10.1158/2326-6066.CIR-20-0196
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The gut microbiome (GM) plays an important role in shaping systemic immune responses and influences immune checkpoint inhibitor (ICI) efficacy. Antibiotics worsen clinical outcomes in patients receiving ICI. However, whether GM profiling and baseline antibiotic can be a biomarker of ICI efficacy in advanced non-small cell lung cancer (NSCLC) remains unknown. We prospectively collected baseline (pre-ICI) fecal samples and clinical data of 70 Japanese patients suffering from advanced NSCLC and treated them with anti-PD-1/PD-L1 antibodies as a first-line or treatment-refractory therapy. We performed 16S rRNA V3-V4 sequencing of gene amplicons of fecal samples, and bacteria diversity and differential abundance analysiswas performed. The clinical endpointswere objective response rate (ORR), progression-free survival (PFS), overall survival (OS), and immune-related adverse events (irAE). ORR was 34%, and median PFS and OS were 5.2 and 16.2 months, respectively. Patients who received pre-ICI antibiotic had lower alpha diversity at baseline and underrepresentation of Ruminococcaceae UCG 13 and Agathobacter. When analyzing antibiotic-free patients, alpha diversity correlated with OS. In addition, Ruminococcaceae UCG 13 and Agathobacter were enriched in patients with favorable ORR and PFS >6 months. Ruminococcaceae UCG 13 was enriched in patients with OS > 12 months. GM differences were observed between patients who experienced low- versus high-grade irAE. We demonstrated the negative influence of antibiotic on the GM composition and identified the bacteria repertoire in patients experiencing favorable responses to ICI.
引用
收藏
页码:1243 / 1250
页数:8
相关论文
共 41 条
[11]   The negative impact of antibiotics on outcomes in cancer patients treated with immunotherapy: a new independent prognostic factor? [J].
Elkrief, A. ;
Derosa, L. ;
Kroemer, G. ;
Zitvogel, L. ;
Routy, B. .
ANNALS OF ONCOLOGY, 2019, 30 (10) :1572-1579
[12]   Pembrolizumab plus Chemotherapy in Metastatic Non-Small-Cell Lung Cancer [J].
Gandhi, L. ;
Rodriguez-Abreu, D. ;
Gadgeel, S. ;
Esteban, E. ;
Felip, E. ;
De Angelis, F. ;
Domine, M. ;
Clingan, P. ;
Hochmair, M. J. ;
Powell, S. F. ;
Cheng, S. Y. -S. ;
Bischoff, H. G. ;
Peled, N. ;
Grossi, F. ;
Jennens, R. R. ;
Reck, M. ;
Hui, R. ;
Garon, E. B. ;
Boyer, M. ;
Rubio-Viqueira, B. ;
Novello, S. ;
Kurata, T. ;
Gray, J. E. ;
Vida, J. ;
Wei, Z. ;
Yang, J. ;
Raftopoulos, H. ;
Pietanza, M. C. ;
Garassino, M. C. .
NEW ENGLAND JOURNAL OF MEDICINE, 2018, 378 (22) :2078-2092
[13]   Gut microbiome modulates response to anti-PD-1 immunotherapy in melanoma patients [J].
Gopalakrishnan, V. ;
Spencer, C. N. ;
Nezi, L. ;
Reuben, A. ;
Andrews, M. C. ;
Karpinets, T. V. ;
Prieto, P. A. ;
Vicente, D. ;
Hoffman, K. ;
Wei, S. C. ;
Cogdill, A. P. ;
Zhao, L. ;
Hudgens, C. W. ;
Hutchinson, D. S. ;
Manzo, T. ;
de Macedo, M. Petaccia ;
Cotechini, T. ;
Kumar, T. ;
Chen, W. S. ;
Reddy, S. M. ;
Sloane, R. Szczepaniak ;
Galloway-Pena, J. ;
Jiang, H. ;
Chen, P. L. ;
Shpall, E. J. ;
Rezvani, K. ;
Alousi, A. M. ;
Chemaly, R. F. ;
Shelburne, S. ;
Vence, L. M. ;
Okhuysen, P. C. ;
Jensen, V. B. ;
Swennes, A. G. ;
McAllister, F. ;
Sanchez, E. Marcelo Riquelme ;
Zhang, Y. ;
Le Chatelier, E. ;
Zitvogel, L. ;
Pons, N. ;
Austin-Breneman, J. L. ;
Haydu, L. E. ;
Burton, E. M. ;
Gardner, J. M. ;
Sirmans, E. ;
Hu, J. ;
Lazar, A. J. ;
Tsujikawa, T. ;
Diab, A. ;
Tawbi, H. ;
Glitza, I. C. .
SCIENCE, 2018, 359 (6371) :97-103
[14]   Pembrolizumab versus docetaxel for previously treated, PD-L1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): a randomised controlled trial [J].
Herbst, Roy S. ;
Baas, Paul ;
Kim, Dong-Wan ;
Felip, Enriqueta ;
Perez-Gracia, Jose L. ;
Han, Ji-Youn ;
Molina, Julian ;
Kim, Joo-Hang ;
Arvis, Catherine Dubos ;
Ahn, Myung-Ju ;
Majem, Margarita ;
Fidler, Mary J. ;
de Castro, Gilberto, Jr. ;
Garrido, Marcelo ;
Lubiniecki, Gregory M. ;
Shentu, Yue ;
Im, Ellie ;
Dolled-Filhart, Marisa ;
Garon, Edward B. .
LANCET, 2016, 387 (10027) :1540-1550
[15]   Nivolumab Versus Docetaxel in Previously Treated Patients With Advanced Non-Small-Cell Lung Cancer: Two-Year Outcomes From Two Randomized, Open-Label, Phase III Trials (CheckMate 017 and CheckMate 057) [J].
Horn, Leora ;
Spigel, David R. ;
Vokes, Everett E. ;
Holgado, Esther ;
Ready, Neal ;
Steins, Martin ;
Poddubskaya, Elena ;
Borghaei, Hossein ;
Felip, Enriqueta ;
Paz-Ares, Luis ;
Pluzanski, Adam ;
Reckamp, Karen L. ;
Burgio, Marco A. ;
Kohlhaeeufl, Martin ;
Waterhouse, David ;
Barlesi, Fabrice ;
Antonia, Scott ;
Arrieta, Oscar ;
Fayette, Jerome ;
Crino, Lucio ;
Rizvi, Naiyer ;
Reck, Martin ;
Hellmann, Matthew D. ;
Geese, William J. ;
Li, Ang ;
Blackwood-Chirchir, Anne ;
Healey, Diane ;
Brahmer, Julie ;
Eberhardt, Wilfried E. E. .
JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (35) :3924-+
[16]   The Diversity of Gut Microbiome is Associated With Favorable Responses to Anti-Programmed Death 1 Immunotherapy in Chinese Patients With NSCLC [J].
Jin, Yueping ;
Dong, Hui ;
Xia, Liliang ;
Yang, Yi ;
Zhu, Yongqiang ;
Shen, Yan ;
Zheng, Huajun ;
Yao, Chengcheng ;
Wang, Ying ;
Lu, Shun .
JOURNAL OF THORACIC ONCOLOGY, 2019, 14 (08) :1378-1389
[17]   NONPARAMETRIC-ESTIMATION FROM INCOMPLETE OBSERVATIONS [J].
KAPLAN, EL ;
MEIER, P .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1958, 53 (282) :457-481
[18]   Anti-Inflammatory Effects of a Mixture of Lactic Acid Bacteria and Sodium Butyrate in Atopic Dermatitis Murine Model [J].
Kim, Jeong A. ;
Kim, Sung-Hak ;
Kim, In Sung ;
Yu, Da Yoon ;
Kim, Sung Chan ;
Lee, Seung Ho ;
Lee, Sang Suk ;
Yun, Cheol-Heui ;
Choi, In Soon ;
Cho, Kwang Keun .
JOURNAL OF MEDICINAL FOOD, 2018, 21 (07) :716-725
[19]   Discontinuation due to immune-related adverse events is a possible predictive factor for immune checkpoint inhibitors in patients with non-small cell lung cancer [J].
Komiya, Kazutoshi ;
Nakamura, Tomomi ;
Abe, Tomonori ;
Ogusu, Shinsuke ;
Nakashima, Chiho ;
Takahashi, Koichiro ;
Kimura, Shinya ;
Sueoka-Aragane, Naoko .
THORACIC CANCER, 2019, 10 (09) :1798-1804
[20]   Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 [J].
Love, Michael I. ;
Huber, Wolfgang ;
Anders, Simon .
GENOME BIOLOGY, 2014, 15 (12)