The Human Ocular Surface Microbiome and Its Associations with the Tear Proteome in Dry Eye Disease

被引:12
作者
Schlegel, Irina [1 ]
De Gouyon Matignon de Pontourade, Claire M. F. [1 ]
Lincke, Joel-Benjamin [1 ]
Keller, Irene [2 ,3 ,4 ]
Zinkernagel, Martin S. [1 ,2 ]
Zysset-Burri, Denise C. [1 ,2 ]
机构
[1] Univ Bern, Bern Univ Hosp, Inselspital, Dept Ophthalmol, CH-3010 Bern, Switzerland
[2] Univ Bern, Dept BioMed Res, CH-3010 Bern, Switzerland
[3] Univ Bern, Interfac Bioinformat Unit, CH-3012 Bern, Switzerland
[4] Univ Bern, Swiss Inst Bioinformat, CH-3012 Bern, Switzerland
关键词
chromatography-tandem mass spectrometry; dry eye disease; ocular surface microbiome; tear proteome; whole-metagenome shotgun sequencing; INTESTINAL MICROBIOME; GUT MICROBIOTA; DIAGNOSIS; MUC16;
D O I
10.3390/ijms241814091
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Although dry eye disease (DED) is one of the most common ocular surface diseases worldwide, its pathogenesis is incompletely understood, and treatment options are limited. There is growing evidence that complex interactions between the ocular surface microbiome (OSM) and tear fluid constituents, potentially leading to inflammatory processes, are associated with ocular surface diseases such as DED. In this study, we aimed to find unique compositional and functional features of the OSM associated with human and microbial tear proteins in patients with DED. Applying whole-metagenome shotgun sequencing of forty lid and conjunctival swabs, we identified 229 taxa, with Actinobacteria and Proteobacteria being the most abundant phyla and Propionibacterium acnes the dominating species in the cohort. When DED patients were compared to controls, the species Corynebacterium tuberculostearicum was more abundant in conjunctival samples, whereas the family Propionibacteriaceae was more abundant in lid samples. Functional analysis showed that genes of L-lysine biosynthesis, tetrapyrrole biosynthesis, 5-aminoimidazole ribonucleotide biosynthesis, and the super pathway of L-threonine biosynthesis were enriched in conjunctival samples of controls. The relative abundances of Acinetobacter johnsonii correlated with seven human tear proteins, including mucin-16. The three most abundant microbial tear proteins were the chaperone protein DnaK, the arsenical resistance protein ArsH, and helicase. Compositional and functional features of the OSM and the tear proteome are altered in patients with DED. Ultimately, this may help to design novel interventional therapeutics to target DED.
引用
收藏
页数:15
相关论文
共 48 条
[1]   Metabolic Reconstruction for Metagenomic Data and Its Application to the Human Microbiome [J].
Abubucker, Sahar ;
Segata, Nicola ;
Goll, Johannes ;
Schubert, Alyxandria M. ;
Izard, Jacques ;
Cantarel, Brandi L. ;
Rodriguez-Mueller, Beltran ;
Zucker, Jeremy ;
Thiagarajan, Mathangi ;
Henrissat, Bernard ;
White, Owen ;
Kelley, Scott T. ;
Methe, Barbara ;
Schloss, Patrick D. ;
Gevers, Dirk ;
Mitreva, Makedonka ;
Huttenhower, Curtis .
PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (06)
[2]   Corynebacterium tuberculostearicum, a human skin colonizer, induce the canonical nuclear factor-κB inflammatory signaling pathway in the human skin cells [J].
Altonsy, Mohammed O. ;
Kurwa, Habib A. ;
Lauzon, Gilles J. ;
Amrein, Matthias ;
Gerber, Anthony N. ;
Almishri, Wagdi ;
Mydlarski, Paule Regine .
IMMUNITY INFLAMMATION AND DISEASE, 2020, 8 (01) :62-79
[3]   A new method for non-parametric multivariate analysis of variance [J].
Anderson, MJ .
AUSTRAL ECOLOGY, 2001, 26 (01) :32-46
[4]   Release of membrane-associated mucins from ocular surface epithelia [J].
Blalock, Timothy D. ;
Spurr-Michaud, Sandra J. ;
Tisdale, Ann S. ;
Gipson, Ilene K. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2008, 49 (05) :1864-1871
[5]   Functions of MUC16 in corneal epithelial cells [J].
Blalock, Timothy D. ;
Spurr-Michaud, Sandra J. ;
Tisdale, Ann S. ;
Heimer, Susan R. ;
Gilmore, Michael S. ;
Ramesh, Vijaya ;
Gipson, Ilene K. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2007, 48 (10) :4509-4518
[6]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[7]   MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification [J].
Cox, Juergen ;
Mann, Matthias .
NATURE BIOTECHNOLOGY, 2008, 26 (12) :1367-1372
[8]   TFOS DEWS II Definition and Classification Report [J].
Craig, Jennifer P. ;
Nichols, Kelly K. ;
Akpek, Esen K. ;
Caffery, Barbara ;
Dua, Harminder S. ;
Joo, Choun-Ki ;
Liu, Zuguo ;
Nelson, J. Daniel ;
Nichols, Jason J. ;
Tsubota, Kazuo ;
Stapleton, Fiona .
OCULAR SURFACE, 2017, 15 (03) :276-283
[9]   Estimated Prevalence and Incidence of Dry Eye Disease Based on Coding Analysis of a Large, All-age United States Health Care System [J].
Dana, Reza ;
Bradley, John L. ;
Guerin, Annie ;
Pivneva, Irina ;
Stillman, Ipek Ozer ;
Evans, Amber M. ;
Schaumberg, Debra A. .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 2019, 202 :47-54
[10]   The ade4 package: Implementing the duality diagram for ecologists [J].
Dray, Stephane ;
Dufour, Anne-Beatrice .
JOURNAL OF STATISTICAL SOFTWARE, 2007, 22 (04) :1-20