In search for interplay between stool microRNAs, microbiota and short chain fatty acids in Crohn's disease-a preliminary study

被引:16
作者
Ambrozkiewicz, Filip [1 ]
Karczmarski, Jakub [1 ]
Kulecka, Maria [1 ,2 ]
Paziewska, Agnieszka [1 ,2 ]
Niemira, Magdalena [3 ]
Zeber-Lubecka, Natalia [2 ]
Zagorowicz, Edyta [2 ,4 ]
Kretowski, Adam [3 ]
Ostrowski, Jerzy [1 ,2 ]
机构
[1] Maria Sklodowska Curie Natl Res Inst Oncol, Dept Genet, Roentgena 5, PL-02781 Warsaw, Poland
[2] Ctr Postgrad Med Educ, Dept Gastroenterol Hepatol & Clin Oncol, PL-02781 Warsaw, Poland
[3] Med Univ Bialystok, Clin Res Ctr, Bialystok, Poland
[4] Maria Sklodowska Curie Natl Res Inst Oncol, Dept Oncol Gastroenterol, PL-02781 Warsaw, Poland
关键词
Crohn's disease; 16S rRNA; miRNA; SCFAs; Biomarker; INFLAMMATORY-BOWEL-DISEASE; ACTIVE ULCERATIVE-COLITIS; BUTYRATE-PRODUCING BACTERIA; FECAL MICROBIOTA; GUT MICROBIOTA; DIETARY FIBER; TRANSPLANTATION; ASSOCIATION; METABOLISM; EXPRESSION;
D O I
10.1186/s12876-020-01444-3
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background Inflammatory bowel diseases are classic polygenic disorders, with genetic loads that reflect immunopathological processes in response to the intestinal microbiota. Herein we performed the multiomics analysis by combining the large scale surveys of gut bacterial community, stool microRNA (miRNA) and short chain fatty acid (SCFA) signatures to correlate their association with the activity of Crohn's disease (CD). Methods DNA, miRNA, and metabolites were extracted from stool samples of 15 CD patients, eight with active disease and seven in remission, and nine healthy individuals. Microbial, miRNA and SCFA profiles were assessed using datasets from 16S rRNA sequencing, Nanostring miRNA and GC-MS targeted analysis, respectively. Results Pairwise comparisons showed that 9 and 23 taxa differed between controls and CD patients with active and inactive disease, respectively. Six taxa were common to both comparisons, whereas four taxa differed in CD patients. alpha-Diversity was lower in both CD groups than in controls. The levels of 13 miRNAs differed (p-value < 0.05; FC > 1.5) in CD patients and controls before FDR correction and 4 after. Of six SCFAs, the levels of two differed significantly (p-value < 0.05, FC > 1.5) in CD patients and controls, and the levels of four differed in patients with active and inactive CD. PLS-DA revealed models with smallest error rate for controls in bacterial component and inactive disease in metabolites. Conclusion A complex interrelationship may exist between gut dysbiosis, miRNA profiling and SCFA level in response to intestinal inflammation.
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页数:18
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共 103 条
[71]   Bacteroides fragilis enterotoxin gene sequences in patients with inflammatory bowel disease [J].
Prindiville, TP ;
Sheikh, RA ;
Cohen, SH ;
Tang, YJ ;
Cantrell, MC ;
Silva, J .
EMERGING INFECTIOUS DISEASES, 2000, 6 (02) :171-174
[72]   The association between the gut microbiota and the inflammatory bowel disease activity: a systematic review and meta-analysis [J].
Prosberg, Michelle ;
Bendtsen, Flemming ;
Vind, Ida ;
Petersen, Andreas M. ;
Gluud, Lise L. .
SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY, 2016, 51 (12) :1407-1415
[73]   A human gut microbial gene catalogue established by metagenomic sequencing [J].
Qin, Junjie ;
Li, Ruiqiang ;
Raes, Jeroen ;
Arumugam, Manimozhiyan ;
Burgdorf, Kristoffer Solvsten ;
Manichanh, Chaysavanh ;
Nielsen, Trine ;
Pons, Nicolas ;
Levenez, Florence ;
Yamada, Takuji ;
Mende, Daniel R. ;
Li, Junhua ;
Xu, Junming ;
Li, Shaochuan ;
Li, Dongfang ;
Cao, Jianjun ;
Wang, Bo ;
Liang, Huiqing ;
Zheng, Huisong ;
Xie, Yinlong ;
Tap, Julien ;
Lepage, Patricia ;
Bertalan, Marcelo ;
Batto, Jean-Michel ;
Hansen, Torben ;
Le Paslier, Denis ;
Linneberg, Allan ;
Nielsen, H. Bjorn ;
Pelletier, Eric ;
Renault, Pierre ;
Sicheritz-Ponten, Thomas ;
Turner, Keith ;
Zhu, Hongmei ;
Yu, Chang ;
Li, Shengting ;
Jian, Min ;
Zhou, Yan ;
Li, Yingrui ;
Zhang, Xiuqing ;
Li, Songgang ;
Qin, Nan ;
Yang, Huanming ;
Wang, Jian ;
Brunak, Soren ;
Dore, Joel ;
Guarner, Francisco ;
Kristiansen, Karsten ;
Pedersen, Oluf ;
Parkhill, Julian ;
Weissenbach, Jean .
NATURE, 2010, 464 (7285) :59-U70
[74]   The SILVA ribosomal RNA gene database project: improved data processing and web-based tools [J].
Quast, Christian ;
Pruesse, Elmar ;
Yilmaz, Pelin ;
Gerken, Jan ;
Schweer, Timmy ;
Yarza, Pablo ;
Peplies, Joerg ;
Gloeckner, Frank Oliver .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D590-D596
[75]   Identification of an anti-inflammatory protein from Faecalibacterium prausnitzii, a commensal bacterium deficient in Crohn's disease [J].
Quevrain, E. ;
Maubert, M. A. ;
Michon, C. ;
Chain, F. ;
Marquant, R. ;
Tailhades, J. ;
Miquel, S. ;
Carlier, L. ;
Bermudez-Humaran, L. G. ;
Pigneur, B. ;
Lequin, O. ;
Kharrat, P. ;
Thomas, G. ;
Rainteau, D. ;
Aubry, C. ;
Breyner, N. ;
Afonso, C. ;
Lavielle, S. ;
Grill, J-P ;
Chassaing, G. ;
Chatel, J. M. ;
Trugnan, G. ;
Xavier, R. ;
Langella, P. ;
Sokol, H. ;
Seksik, P. .
GUT, 2016, 65 (03) :415-425
[76]   Modulation of faecal metagenome in Crohn's disease: Role of microRNAs as biomarkers [J].
Rojas-Feria, Maria ;
Romero-Garcia, Teresa ;
Fernandez Caballero-Rico, Jose Angel ;
Pastor Ramirez, Helena ;
Aviles-Recio, Marta ;
Castro-Fernandez, Manuel ;
Chueca Porcuna, Natalia ;
Romero-Gomez, Manuel ;
Garcia, Federico ;
Grande, Lourdes ;
Del Campo, Jose A. .
WORLD JOURNAL OF GASTROENTEROLOGY, 2018, 24 (46) :5223-5233
[77]   Introducing mothur: Open-Source, Platform-Independent, Community-Supported Software for Describing and Comparing Microbial Communities [J].
Schloss, Patrick D. ;
Westcott, Sarah L. ;
Ryabin, Thomas ;
Hall, Justine R. ;
Hartmann, Martin ;
Hollister, Emily B. ;
Lesniewski, Ryan A. ;
Oakley, Brian B. ;
Parks, Donovan H. ;
Robinson, Courtney J. ;
Sahl, Jason W. ;
Stres, Blaz ;
Thallinger, Gerhard G. ;
Van Horn, David J. ;
Weber, Carolyn F. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2009, 75 (23) :7537-7541
[78]   Circulating and Fecal microRNAs as Biomarkers for Inflammatory Bowel Diseases [J].
Schoenauen, Katharina ;
Le, Nha ;
von Arnim, Ulrike ;
Schulz, Christian ;
Malfertheiner, Peter ;
Link, Alexander .
INFLAMMATORY BOWEL DISEASES, 2018, 24 (07) :1547-1557
[79]   Protective Mechanisms of Butyrate on Inflammatory Bowel Disease [J].
Silva, Joao P. B. ;
Navegantes-Lima, Kely C. ;
Oliveira, Ana L. B. ;
Rodrigues, Davila V. S. ;
Gaspar, Silvia L. F. ;
Monteiro, Valter V. S. ;
Moura, Davi P. ;
Monteiro, Marta C. .
CURRENT PHARMACEUTICAL DESIGN, 2018, 24 (35) :4154-4166
[80]   DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays [J].
Singh, Amrit ;
Shannon, Casey P. ;
Gautier, Benoit ;
Rohart, Florian ;
Vacher, Michael ;
Tebbutt, Scott J. ;
Le Cao, Kim-Anh .
BIOINFORMATICS, 2019, 35 (17) :3055-3062