The nasal microbiome, nasal transcriptome, and pet sensitization

被引:16
作者
Chun, Yoojin [1 ]
Do, Anh [1 ]
Grishina, Galina [2 ]
Arditi, Zoe [1 ]
Ribeiro, Victoria [1 ]
Grishin, Alexander [2 ]
Vicencio, Alfin [3 ]
Bunyavanich, Supinda [1 ,2 ]
机构
[1] Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
[2] Icahn Sch Med Mt Sinai, Dept Pediat, Div Allergy & Immunol, New York, NY 10029 USA
[3] Icahn Sch Med Mt Sinai, Dept Pediat, Div Pulm Med, New York, NY 10029 USA
基金
美国国家卫生研究院;
关键词
Allergen sensitization; cat; dog; pet; nasal microbiome; nasal transcriptome; gene expression; fatly acid; mitochondria; Corynebacterium sp; Staphylococcus epidermidis;
D O I
10.1016/j.jaci.2021.01.031
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: Pet allergies are common in children with asthma. Microbiota and host responses may mediate allergen sensitization. Objective: We sought to uncover host-microbe relationships in pet allergen sensitization via joint examination of the nasal microbiome and nasal transcriptome. Methods: We collected nasal samples from 132 children with asthma for parallel 16S rRNA and RNA sequencing. Specific IgE levels for cat and dog dander were measured. Analyses of the nasal microbiome, nasal transcriptome, and their correlations were performed with respect to pet sensitization status. Results: Among the 132 children, 91 (68.9%) were cat sensitized and 96 (72.7%) were dog sensitized. Cat sensitization was associated with lower nasal microbial diversity by Shannon index (P = .021) and differential nasal bacterial composition by weighted UniFrac distance (permutational multivariate ANOVA P = .035). Corynebacterium sp and Staphylococcus epidermidis were significantly less abundant, and the metabolic process "fatty acid elongation in mitochondria" was lower in pet-sensitized versus unsensitized children. Correlation networks revealed that the nasal expression levels of 47 genes representing inflammatory processes were negatively correlated with the relative abundances of Corynebacterium sp and S epidermidis. Thus, these species were directly associated not only with the absence of pet sensitization but also with the underexpression of host gene expression of inflammatory processes that contribute to allergen sensitization. Causal mediation analyses revealed that the associations between these nasal species and pet sensitization were mediated by nasal gene expression. Conclusions: Higher abundances of nasal Corynebacterium sp and S epidermidis are associated with absence of pet sensitization and correlate with lower expression of inflammatory genes.
引用
收藏
页码:244 / +
页数:10
相关论文
共 39 条
[1]   Microbes, allergic sensitization, and the natural history of asthma [J].
Anderson, Halie M. ;
Jackson, Daniel J. .
CURRENT OPINION IN ALLERGY AND CLINICAL IMMUNOLOGY, 2017, 17 (02) :116-122
[2]  
[Anonymous], 2007, EXPERT PANEL REPORT
[3]   The effect of regulatory T cells on tolerance to airborne allergens and allergen immunotherapy [J].
Bacher, Petra ;
Scheffold, Alexander .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2018, 142 (06) :1697-1709
[4]   Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 [J].
Bolyen, Evan ;
Rideout, Jai Ram ;
Dillon, Matthew R. ;
Bokulich, NicholasA. ;
Abnet, Christian C. ;
Al-Ghalith, Gabriel A. ;
Alexander, Harriet ;
Alm, Eric J. ;
Arumugam, Manimozhiyan ;
Asnicar, Francesco ;
Bai, Yang ;
Bisanz, Jordan E. ;
Bittinger, Kyle ;
Brejnrod, Asker ;
Brislawn, Colin J. ;
Brown, C. Titus ;
Callahan, Benjamin J. ;
Caraballo-Rodriguez, Andres Mauricio ;
Chase, John ;
Cope, Emily K. ;
Da Silva, Ricardo ;
Diener, Christian ;
Dorrestein, Pieter C. ;
Douglas, Gavin M. ;
Durall, Daniel M. ;
Duvallet, Claire ;
Edwardson, Christian F. ;
Ernst, Madeleine ;
Estaki, Mehrbod ;
Fouquier, Jennifer ;
Gauglitz, Julia M. ;
Gibbons, Sean M. ;
Gibson, Deanna L. ;
Gonzalez, Antonio ;
Gorlick, Kestrel ;
Guo, Jiarong ;
Hillmann, Benjamin ;
Holmes, Susan ;
Holste, Hannes ;
Huttenhower, Curtis ;
Huttley, Gavin A. ;
Janssen, Stefan ;
Jarmusch, Alan K. ;
Jiang, Lingjing ;
Kaehler, Benjamin D. ;
Bin Kang, Kyo ;
Keefe, Christopher R. ;
Keim, Paul ;
Kelley, Scott T. ;
Knights, Dan .
NATURE BIOTECHNOLOGY, 2019, 37 (08) :852-857
[5]  
Broad Institute, 2019, PIC TOOLK
[6]   The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019 [J].
Buniello, Annalisa ;
MacArthur, Jacqueline A. L. ;
Cerezo, Maria ;
Harris, Laura W. ;
Hayhurst, James ;
Malangone, Cinzia ;
McMahon, Aoife ;
Morales, Joannella ;
Mountjoy, Edward ;
Sollis, Elliot ;
Suveges, Daniel ;
Vrousgou, Olga ;
Whetzel, Patricia L. ;
Amode, Ridwan ;
Guillen, Jose A. ;
Riat, Harpreet S. ;
Trevanion, Stephen J. ;
Hall, Peggy ;
Junkins, Heather ;
Flicek, Paul ;
Burdett, Tony ;
Hindorff, Lucia A. ;
Cunningham, Fiona ;
Parkinson, Helen .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D1005-D1012
[7]   Reduced genetic potential for butyrate fermentation in the gut microbiome of infants who develop allergic sensitization [J].
Cait, Alissa ;
Cardenas, Erick ;
Dimitriu, Pedro A. ;
Amenyogbe, Nelly ;
Dai, Darlene ;
Cait, Jessica ;
Sbihi, Hind ;
Stiemsma, Leah ;
Subbarao, Padmaja ;
Mandhane, Piush J. ;
Becker, Allen B. ;
Moraes, Theo J. ;
Sears, Malcolm R. ;
Lefebvre, Diana L. ;
Azad, Meghan B. ;
Kollmann, Tobias ;
Turvey, Stuart E. ;
Mohn, William W. .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2019, 144 (06) :1638-+
[8]  
Callahan BJ, 2016, NAT METHODS, V13, P581, DOI [10.1038/NMETH.3869, 10.1038/nmeth.3869]
[9]   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
[10]   Integrative study of the upper and lower airway microbiome and transcriptome in asthma [J].
Chun, Yoojin ;
Anh Do ;
Grishina, Galina ;
Grishin, Alexander ;
Fang, Gang ;
Rose, Samantha ;
Spencer, Chantal ;
Vicencio, Alfin ;
Schadt, Eric ;
Bunyavanich, Supinda .
JCI INSIGHT, 2020, 5 (05)