Multi-omics reveal microbial determinants impacting responses to biologic therapies in inflammatory bowel disease

被引:151
作者
Lee, Jonathan Wei Jie [1 ,2 ,3 ,4 ]
Plichta, Damian [1 ]
Hogstrom, Larson [1 ,10 ]
Borren, Nynke Z. [5 ,11 ]
Lau, Helena [1 ,5 ]
Gregory, Sara M. [5 ]
Tan, William [5 ]
Khalili, Hamed [5 ]
Clish, Clary [1 ]
Vlamakis, Hera [1 ]
Xavier, Ramnik J. [1 ,6 ,7 ,8 ,9 ]
Ananthakrishnan, Ashwin N. [5 ]
机构
[1] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[2] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Med, 1E Kent Ridge Rd, Singapore 119228, Singapore
[3] Singapore Univ, Natl Univ Hlth Syst, Div Gastroenterol & Hepatol, Med Ctr, 5 Lower Kent Ridge Rd, Singapore 119074, Singapore
[4] NUS Synthet Biol Clin & Technol Innovat SynCTI, 14 Med Dr,MD6-Ctr Translat Med, Singapore 117599, Singapore
[5] Massachusetts Gen Hosp, Div Gastroenterol, Boston, MA 02114 USA
[6] MIT, Ctr Microbiome Informat & Therapeut, Cambridge, MA 02139 USA
[7] Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, Boston, MA 02114 USA
[8] Massachusetts Gen Hosp, Dept Mol Biol, Boston, MA 02114 USA
[9] Harvard Med Sch, Boston, MA 02114 USA
[10] Thr Earlier Detect, Cambridge, MA USA
[11] Univ Groningen, Groningen, Netherlands
基金
英国医学研究理事会; 美国国家卫生研究院;
关键词
CROHNS-DISEASE; GUT MICROBIOME; VALIDATION; INDEX;
D O I
10.1016/j.chom.2021.06.019
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
The intestinal microbiome is a key determinant of responses to biologic therapy in inflammatory bowel disease (IBD). However, diverse therapeutics and variable responses among IBD patients have posed challenges in predicting clinical therapeutic success, In this prospective study, we profiled baseline stool and blood in patients with moderate-to-severe Crohn's disease or ulcerative colitis initiating anti-cytokine therapy (anti-TNF or -IL12/23) or anti-integrin therapy. Patients were assessed at 14 weeks for clinical remission and 52 weeks for clinical and endoscopic remission. Baseline microbial richness indicated preferential responses to anti-cytokine therapy and correlated with the abundance of microbial species capable of 7 alpha/beta-dehydroxylation of primary to secondary bile acids. Serum signatures of immune proteins reflecting microbial diversity identified patients more likely to achieve remission with anti-cytokine therapy. Remission-associated multi-omic profiles were unique to each therapeutic class. These profiles may facilitate a priori determination of optimal therapeutics for patients and serve as targets for newer therapies.
引用
收藏
页码:1294 / +
页数:15
相关论文
共 48 条
[1]   Metabolic Functions of Gut Microbes Associate With Efficacy of Tumor Necrosis Factor Antagonists in Patients With Inflammatory Bowel Diseases [J].
Aden, Konrad ;
Rehman, Ateequr ;
Waschina, Silvio ;
Pan, Wei-Hung ;
Walker, Alesia ;
Lucio, Marianna ;
Nunez, Alejandro Mena ;
Bharti, Richa ;
Zimmerman, Johannes ;
Bethge, Johannes ;
Schulte, Berenice ;
Schulte, Dominik ;
Franke, Andre ;
Nikolaus, Susanna ;
Schroeder, Johann Oltmann ;
Vandeputte, Doris ;
Raes, Jeroen ;
Szymczak, Silke ;
Waetzig, Georg H. ;
Zeuner, Rainald ;
Schmitt-Kopplin, Philippe ;
Kaleta, Christoph ;
Schreiber, Stefan ;
Rosenstiel, Philip .
GASTROENTEROLOGY, 2019, 157 (05) :1279-+
[2]   Changing Global Epidemiology of Inflammatory Bowel Diseases: Sustaining Health Care Delivery Into the 21st Century [J].
Ananthakrishnan, Ashwin N. ;
Kaplan, Gilaad G. ;
Ng, Siew C. .
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2020, 18 (06) :1252-1260
[3]   Gut Microbiome Function Predicts Response to Anti-integrin Biologic Therapy in Inflammatory Bowel Diseases [J].
Ananthakrishnan, Ashwin N. ;
Luo, Chengwei ;
Yajnik, Vijay ;
Khalili, Hamed ;
Garber, John J. ;
Stevens, Betsy W. ;
Cleland, Thomas ;
Xavier, Ramnik J. .
CELL HOST & MICROBE, 2017, 21 (05) :603-+
[4]   Differential Effect of Genetic Burden on Disease Phenotypes in Crohn's Disease and Ulcerative Colitis: Analysis of a North American Cohort [J].
Ananthakrishnan, Ashwin N. ;
Huang, Hailiang ;
Nguyen, Deanna D. ;
Sauk, Jenny ;
Yajnik, Vijay ;
Xavier, Ramnik J. .
AMERICAN JOURNAL OF GASTROENTEROLOGY, 2014, 109 (03) :395-400
[5]   Enterotypes of the human gut microbiome [J].
Arumugam, Manimozhiyan ;
Raes, Jeroen ;
Pelletier, Eric ;
Le Paslier, Denis ;
Yamada, Takuji ;
Mende, Daniel R. ;
Fernandes, Gabriel R. ;
Tap, Julien ;
Bruls, Thomas ;
Batto, Jean-Michel ;
Bertalan, Marcelo ;
Borruel, Natalia ;
Casellas, Francesc ;
Fernandez, Leyden ;
Gautier, Laurent ;
Hansen, Torben ;
Hattori, Masahira ;
Hayashi, Tetsuya ;
Kleerebezem, Michiel ;
Kurokawa, Ken ;
Leclerc, Marion ;
Levenez, Florence ;
Manichanh, Chaysavanh ;
Nielsen, H. Bjorn ;
Nielsen, Trine ;
Pons, Nicolas ;
Poulain, Julie ;
Qin, Junjie ;
Sicheritz-Ponten, Thomas ;
Tims, Sebastian ;
Torrents, David ;
Ugarte, Edgardo ;
Zoetendal, Erwin G. ;
Wang, Jun ;
Guarner, Francisco ;
Pedersen, Oluf ;
de Vos, Willem M. ;
Brunak, Soren ;
Dore, Joel ;
Weissenbach, Jean ;
Ehrlich, S. Dusko ;
Bork, Peer .
NATURE, 2011, 473 (7346) :174-180
[6]   Homogenous 96-Plex PEA Immunoassay Exhibiting High Sensitivity, Specificity, and Excellent Scalability [J].
Assarsson, Erika ;
Lundberg, Martin ;
Holmquist, Goeran ;
Bjoerkesten, Johan ;
Thorsen, Stine Bucht ;
Ekman, Daniel ;
Eriksson, Anna ;
Dickens, Emma Rennel ;
Ohlsson, Sandra ;
Edfeldt, Gabriella ;
Andersson, Ann-Catrin ;
Lindstedt, Patrik ;
Stenvang, Jan ;
Gullberg, Mats ;
Fredriksson, Simon .
PLOS ONE, 2014, 9 (04)
[7]   Integrating taxonomic, functional, and strain-level profiling of diverse microbial communities with bioBakery 3 [J].
Beghini, Francesco ;
McIver, Lauren J. ;
Blanco-Miguez, Aitor ;
Dubois, Leonard ;
Asnicar, Francesco ;
Maharjan, Sagun ;
Mailyan, Ana ;
Manghi, Paolo ;
Scholz, Matthias ;
Thomas, Andrew Maltez ;
Valles-Colomer, Mireia ;
Weingart, George ;
Zhang, Yancong ;
Zolfo, Moreno ;
Huttenhower, Curtis ;
Franzosa, Eric A. ;
Segata, Nicola .
ELIFE, 2021, 10
[8]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[9]   IFN-λ suppresses intestinal inflammation by non-translational regulation of neutrophil function [J].
Broggi, Achille ;
Tan, Yunhao ;
Granucci, Francesca ;
Zanoni, Ivan .
NATURE IMMUNOLOGY, 2017, 18 (10) :1084-+
[10]   Nod2 Deficiency in mice is Associated with Microbiota Variation Favouring the Expansion of mucosal CD4+LAP+ Regulatory Cells [J].
Butera, A. ;
Di Paola, M. ;
Pavarini, L. ;
Strati, F. ;
Pindo, M. ;
Sanchez, M. ;
Cavalieri, D. ;
Boirivant, M. ;
De Filippo, C. .
SCIENTIFIC REPORTS, 2018, 8