Limited predictive value of the gut microbiome and metabolome for response to biological therapy in inflammatory bowel disease

被引:4
|
作者
Prins, Femke M. [1 ,2 ]
Hidding, Iwan J. [1 ]
Klaassen, Marjolein A. Y. [1 ]
Collij, Valerie [1 ]
Schultheiss, Johannes P. D. [3 ]
Venema, Werna T. C. Uniken [1 ]
Bangma, Amber [1 ]
Aardema, Jurne B. [1 ]
Jansen, Bernadien H. [1 ]
Mares, Wout G. N. [4 ]
Witteman, Ben J. M. [4 ]
Festen, Eleonora A. M. [1 ]
Dijkstra, Gerard [1 ]
Visschedijk, Marijn C. [1 ]
Fidder, Herma H. [3 ]
Vila, Arnau Vich [5 ,6 ]
Oldenburg, Bas [3 ]
Gacesa, Ranko [1 ,7 ]
Weersma, Rinse K. [1 ,7 ]
机构
[1] Univ Groningen, Univ Med Ctr Groningen, Dept Gastroenterol & Hepatol, POB 30 001, NL-9700 RB Groningen, Netherlands
[2] Univ Groningen, Univ Med Ctr Groningen, Groningen, Netherlands
[3] Univ Med Ctr Utrecht, Dept Gastroenterol & Hepatol, Utrecht, Netherlands
[4] Gelderse Vallei Hosp, Bennekom, Netherlands
[5] Rega Inst Med Res, Dept Microbiol & Immunol, Leuven, Belgium
[6] VIB, Ctr Microbiol, Leuven, Belgium
[7] Univ Groningen, Univ Med Ctr Groningen, Dept Genet, Groningen, Netherlands
关键词
Inflammatory bowel disease; biologics; microbiome; vedolizumab; ustekinumab; prediction; metabolomics; MULTI-OMICS;
D O I
10.1080/19490976.2024.2391505
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Emerging evidence suggests the gut microbiome's potential in predicting response to biologic treatments in patients with inflammatory bowel disease (IBD). In this prospective study, we aimed to predict treatment response to vedolizumab and ustekinumab, integrating clinical data, gut microbiome profiles based on metagenomic sequencing, and untargeted fecal metabolomics. We aimed to identify predictive biomarkers and attempted to replicate microbiome-based signals from previous studies. We found that the predictive utility of the gut microbiome and fecal metabolites for treatment response was marginal compared to clinical features alone. Testing our identified microbial ratios in an external cohort reinforced the lack of predictive power of the microbiome. Additionally, we could not confirm previously published predictive signals observed in similar sized cohorts. Overall, these findings highlight the importance of external validation and larger sample sizes, to better understand the microbiome's impact on therapy outcomes in the setting of biologicals in IBD before potential clinical implementation.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] GUT MICROBIOME OF JAPANESE PATIENTS OF INFLAMMATORY BOWEL DISEASE
    Nakajima, Hitoshi
    GASTROENTEROLOGY, 2020, 158 (06) : S1036 - S1036
  • [22] Biomarkers Predictive of Response to Thiopurine Therapy in Inflammatory Bowel Disease
    Cornish, Jack S.
    Wirthgen, Elisa
    Daebritz, Jan
    FRONTIERS IN MEDICINE, 2020, 7
  • [23] Dietary Regulation of the Crosstalk between Gut Microbiome and Immune Response in Inflammatory Bowel Disease
    Yao, Qianqian
    Li, Huiying
    Fan, Linlin
    Zhang, Yangdong
    Zhao, Shengguo
    Zheng, Nan
    Wang, Jiaqi
    FOODS, 2021, 10 (02) : 1 - 19
  • [24] Effects of bowel preparation on the human gut microbiome and metabolome
    Naoyoshi Nagata
    Mari Tohya
    Shinji Fukuda
    Wataru Suda
    Suguru Nishijima
    Fumihiko Takeuchi
    Mitsuru Ohsugi
    Tetsuro Tsujimoto
    Tomoka Nakamura
    Akira Shimomura
    Naohiro Yanagisawa
    Yuya Hisada
    Kazuhiro Watanabe
    Koh Imbe
    Junichi Akiyama
    Masashi Mizokami
    Tohru Miyoshi-Akiyama
    Naomi Uemura
    Masahira Hattori
    Scientific Reports, 9
  • [25] Effects of bowel preparation on the human gut microbiome and metabolome
    Negata, Naoyoshi
    Tohya, Mari
    Fukuda, Shinji
    Suda, Wataru
    Nishijima, Suguru
    Takeuchi, Fumihiko
    Ohsugi, Mitsuru
    Tsujimoto, Tetsuro
    Nakamura, Tomoka
    Shimomura, Akira
    Yanagisawa, Naohiro
    Hisada, Yuya
    Watanabe, Kazuhiro
    Imbe, Koh
    Akiyama, Junichi
    Mizokami, Masashi
    Miyoshi-Akiyama, Tohru
    Uemura, Naomi
    Hattori, Masahira
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [26] Metabolome of human gut microbiome is predictive of host dysbiosis
    Larsen, Peter E.
    Dai, Yang
    GIGASCIENCE, 2015, 4 : 1 - 16
  • [27] Gut microbiome structure and metabolic activity in inflammatory bowel disease
    Eric A. Franzosa
    Alexandra Sirota-Madi
    Julian Avila-Pacheco
    Nadine Fornelos
    Henry J. Haiser
    Stefan Reinker
    Tommi Vatanen
    A. Brantley Hall
    Himel Mallick
    Lauren J. McIver
    Jenny S. Sauk
    Robin G. Wilson
    Betsy W. Stevens
    Justin M. Scott
    Kerry Pierce
    Amy A. Deik
    Kevin Bullock
    Floris Imhann
    Jeffrey A. Porter
    Alexandra Zhernakova
    Jingyuan Fu
    Rinse K. Weersma
    Cisca Wijmenga
    Clary B. Clish
    Hera Vlamakis
    Curtis Huttenhower
    Ramnik J. Xavier
    Nature Microbiology, 2019, 4 : 293 - 305
  • [28] ALTERATION OF THE GUT MICROBIOME FOR PATIENTS WITH INFLAMMATORY BOWEL DISEASE: A REVIEW
    Al-Amrah, H.
    Saadah, O., I
    Mosli, M.
    Edris, S.
    Alhindi, R.
    Bahieldin, A.
    APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH, 2020, 18 (05): : 7379 - 7392
  • [29] Characterisation and therapeutic manipulation of the gut microbiome in inflammatory bowel disease
    Schulberg, J.
    De Cruz, P.
    INTERNAL MEDICINE JOURNAL, 2016, 46 (03) : 266 - 273
  • [30] The role of gut microbiome in inflammatory bowel disease diagnosis and prognosis
    Zheng, Jiaying
    Sun, Qianru
    Zhang, Jingwan
    Ng, Siew C.
    UNITED EUROPEAN GASTROENTEROLOGY JOURNAL, 2022, 10 (10) : 1091 - 1102