Community differentiation of the cutaneous microbiota in psoriasis

被引:302
作者
Alekseyenko, Alexander V. [1 ,2 ]
Perez-Perez, Guillermo I. [2 ,3 ]
De Souza, Aieska [4 ]
Strober, Bruce [5 ]
Gao, Zhan [2 ]
Bihan, Monika [6 ]
Li, Kelvin [6 ]
Methe, Barbara A. [6 ]
Blaser, Martin J. [2 ,3 ,7 ]
机构
[1] NYU, Sch Med, Ctr Hlth Informat & Bioinformat, New York, NY 10016 USA
[2] NYU, Sch Med, Dept Med, New York, NY 10016 USA
[3] NYU, Sch Med, Dept Microbiol, New York, NY 10016 USA
[4] Harvard Univ, Sch Med, Dept Dermatol, Boston, MA 02114 USA
[5] Univ Connecticut, Dept Dermatol, Farmington, CT 06032 USA
[6] J Craig Venter Inst, Rockville, MD 20850 USA
[7] New York Harbor Vet Affairs Med Ctr, New York, NY USA
来源
MICROBIOME | 2013年 / 1卷
基金
美国国家卫生研究院;
关键词
Cutaneous microbiota; Psoriasis markers; Microbiome analysis; Cutaneotypes;
D O I
10.1186/2049-2618-1-31
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Background: Psoriasis is a common chronic inflammatory disease of the skin. We sought to characterize and compare the cutaneous microbiota of psoriatic lesions (lesion group), unaffected contralateral skin from psoriatic patients (unaffected group), and similar skin loci in matched healthy controls (control group) in order to discern patterns that govern skin colonization and their relationship to clinical diagnosis. Results: Using high-throughput 16S rRNA gene sequencing, we assayed the cutaneous bacterial communities of 51 matched triplets and characterized these samples using community data analysis techniques. Intragroup Unifrac a diversity revealed increasing diversity from control to unaffected to lesion specimens. Likewise, principal coordinates analysis (PCoA) revealed separation of the lesion samples from unaffected and control along the first axis, suggesting that psoriasis is a major contributor to the observed diversity. The taxonomic richness and evenness decreased in both lesion and unaffected communities compared to control. These differences are explained by the combined increased abundance of the four major skin-associated genera (Corynebacterium, Propionibacterium, Staphylococcus, and Streptococcus), which present a potentially useful predictor for clinical skin type. Psoriasis samples also showed significant univariate decreases in relative abundances and strong classification performance of Cupriavidus, Flavisolibacter, Methylobacterium, and Schlegelella genera versus controls. The cutaneous microbiota separated into two distinct clusters, which we call cutaneotypes: (1) Proteobacteria-associated microbiota, and (2) Firmicutes-associated and Actinobacteria-associated microbiota. Cutaneotype 2 is enriched in lesion specimens compared to control (odds ratio 3.52 (95% CI 1.44 to 8.98), P < 0.01). Conclusions: Our results indicate that psoriasis induces physiological changes both at the lesion site and at the systemic level, which select for specific differential microbiota among the assayed clinical skin types. These differences in microbial community structure in psoriasis patients are potentially of pathophysiologic and diagnostic significance.
引用
收藏
页数:17
相关论文
共 53 条
[1]  
Anderson MJ, 2001, AUSTRAL ECOL, V26, P32, DOI 10.1111/j.1442-9993.2001.01070.pp.x
[2]  
[Anonymous], 2012, R LANG ENV STAT COMP
[3]   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
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   Distinct cutaneous bacterial assemblages in a sampling of South American Amerindians and US residents [J].
Blaser, Martin J. ;
Dominguez-Bello, Maria G. ;
Contreras, Monica ;
Magris, Magda ;
Hidalgo, Glida ;
Estrada, Isidoro ;
Gao, Zhan ;
Clemente, Jose C. ;
Costello, Elizabeth K. ;
Knight, Rob .
ISME JOURNAL, 2013, 7 (01) :85-95
[6]   THE ANALYTICAL SOLUTION OF THE ADDITIVE CONSTANT PROBLEM [J].
CAILLIEZ, F .
PSYCHOMETRIKA, 1983, 48 (02) :305-308
[7]  
Calinski T., 1974, Communications in Statistics-theory and Methods, V3, P1, DOI [10.1080/03610927408827101, DOI 10.1080/03610927408827101]
[8]   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
[9]   PyNAST: a flexible tool for aligning sequences to a template alignment [J].
Caporaso, J. Gregory ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
DeSantis, Todd Z. ;
Andersen, Gary L. ;
Knight, Rob .
BIOINFORMATICS, 2010, 26 (02) :266-267
[10]   Antibiotics in early life alter the murine colonic microbiome and adiposity [J].
Cho, Ilseung ;
Yamanishi, Shingo ;
Cox, Laura ;
Methe, Barbara A. ;
Zavadil, Jiri ;
Li, Kelvin ;
Gao, Zhan ;
Mahana, Douglas ;
Raju, Kartik ;
Teitler, Isabel ;
Li, Huilin ;
Alekseyenko, Alexander V. ;
Blaser, Martin J. .
NATURE, 2012, 488 (7413) :621-+