Quantitative Imaging of Gut Microbiota Spatial Organization

被引:330
作者
Earle, Kristen A. [1 ]
Billings, Gabriel [2 ]
Sigal, Michael [1 ]
Lichtman, Joshua S. [3 ]
Hansson, Gunnar C. [4 ]
Elias, Joshua E. [3 ]
Amieva, Manuel R. [1 ,5 ]
Huang, Kerwyn Casey [1 ,6 ]
Sonnenburg, Justin L. [1 ]
机构
[1] Stanford Univ, Sch Med, Dept Microbiol & Immunol, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Phys, Stanford, CA 94305 USA
[3] Stanford Univ, Sch Med, Dept Chem & Syst Biol, Stanford, CA 94305 USA
[4] Univ Gothenburg, Dept Med Biochem, S-40530 Gothenburg, Sweden
[5] Stanford Univ, Sch Med, Dept Pediat, Stanford, CA 94305 USA
[6] Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
基金
美国国家科学基金会;
关键词
MUCUS LAYERS; LOCALIZATION; DETERMINES; METABOLOME; INTESTINE; BACTERIA; DISEASE; MUCIN; COLON;
D O I
10.1016/j.chom.2015.09.002
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Genomic technologies have significantly advanced our understanding of the composition and diversity of host-associated microbial populations. However, their spatial organization and functional interactions relative to the host have been more challenging to study. Here we present a pipeline for the assessment of intestinal microbiota localization within immunofluorescence images of fixed gut cross-sections that includes a flexible software package, BacSpace, for high-throughput quantification of microbial organization. Applying this pipeline to gnotobiotic and human microbiota-colonized mice, we demonstrate that elimination of microbiota-accessible carbohydrates (MACs) from the diet results in thinner mucus in the distal colon, increased proximity of microbes to the epithelium, and heightened expression of the inflammatory marker REG3 beta. Measurements of microbe-microbe proximity reveal that a MAC-deficient diet alters monophyletic spatial clustering. Furthermore, we quantify the invasion of Helicobacter pylori into the glands of the mouse stomach relative to host mitotic progenitor cells, illustrating the generalizability of this approach.
引用
收藏
页码:478 / 488
页数:11
相关论文
共 31 条
[1]   Bacteriophage adhering to mucus provide a non-host-derived immunity [J].
Barr, Jeremy J. ;
Auro, Rita ;
Furlan, Mike ;
Whiteson, Katrine L. ;
Erb, Marcella L. ;
Pogliano, Joe ;
Stotland, Aleksandr ;
Wolkowicz, Roland ;
Cutting, Andrew S. ;
Doran, Kelly S. ;
Salamon, Peter ;
Youle, Merry ;
Rohwer, Forest .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (26) :10771-10776
[2]  
BAYLEY GV, 1946, J ROY STAT SOC B, V8, P184
[3]   Redundant roles for inflammasome receptors NLRP3 and NLRC4 in host defense against Salmonella [J].
Broz, Petr ;
Newton, Kim ;
Lamkanfi, Mohamed ;
Mariathasan, Sanjeev ;
Dixit, Vishva M. ;
Monack, Denise M. .
JOURNAL OF EXPERIMENTAL MEDICINE, 2010, 207 (08) :1745-1755
[4]   Mucin Muc2 Deficiency and Weaning Influences the Expression of the Innate Defense Genes Reg3β, Reg3γ and Angiogenin-4 [J].
Burger-van Paassen, Nanda ;
Loonen, Linda M. P. ;
Witte-Bouma, Janneke ;
Korteland-van Male, Anita M. ;
de Bruijn, Adrianus C. J. M. ;
van der Sluis, Maria ;
Lu, Peng ;
Van Goudoever, Johannes B. ;
Wells, Jerry M. ;
Dekker, Jan ;
Van Seuningen, Isabelle ;
Renes, Ingrid B. .
PLOS ONE, 2012, 7 (06)
[5]   EPIDEMIOLOGY OF LARGE BOWEL-DISEASE - ROLE OF FIBER [J].
BURKITT, DP .
PROCEEDINGS OF THE NUTRITION SOCIETY, 1973, 32 (03) :145-149
[6]   Microbiota organization is a distinct feature of proximal colorectal cancers [J].
Dejea, Christine M. ;
Wick, Elizabeth C. ;
Hechenbleikner, Elizabeth M. ;
White, James R. ;
Welch, Jessica L. Mark ;
Rossetti, Blair J. ;
Peterson, Scott N. ;
Snesrud, Erik C. ;
Borisy, Gary G. ;
Lazarev, Mark ;
Stein, Ellen ;
Vadivelu, Jamuna ;
Roslani, April C. ;
Malik, Ausuma A. ;
Wanyiri, Jane W. ;
Goh, Khean L. ;
Thevambiga, Iyadorai ;
Fu, Kai ;
Wan, Fengyi ;
Llosa, Nicolas ;
Housseau, Franck ;
Romans, Katharine ;
Wu, XinQun ;
McAllister, Florencia M. ;
Wu, Shaoguang ;
Vogelstein, Bert ;
Kinzler, Kenneth W. ;
Pardoll, Drew M. ;
Sears, Cynthia L. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (51) :18321-18326
[7]   Studies of mucus in mouse stomach, small intestine, and colon. I. Gastrointestinal mucus layers have different properties depending on location as well as over the Peyer's patches [J].
Ermund, Anna ;
Schuette, Andre ;
Johansson, Malin E. V. ;
Gustafsson, Jenny K. ;
Hansson, Gunnar C. .
AMERICAN JOURNAL OF PHYSIOLOGY-GASTROINTESTINAL AND LIVER PHYSIOLOGY, 2013, 305 (05) :G341-G347
[8]   Loss of intestinal core 1-derived O-glycans causes spontaneous colitis in mice [J].
Fu, Jianxin ;
Wei, Bo ;
Wen, Tao ;
Johansson, Malin E. V. ;
Liu, Xiaowei ;
Bradford, Emily ;
Thomsson, Kristina A. ;
McGee, Samuel ;
Mansour, Lilah ;
Tong, Maomeng ;
McDaniel, J. Michael ;
Sferra, Thomas J. ;
Turner, Jerrold R. ;
Chen, Hong ;
Hansson, Gunnar C. ;
Braun, Jonathan ;
Xia, Lijun .
JOURNAL OF CLINICAL INVESTIGATION, 2011, 121 (04) :1657-1666
[9]   Immune adaptations that maintain homeostasis with the intestinal microbiota [J].
Hooper, Lora V. ;
Macpherson, Andrew J. .
NATURE REVIEWS IMMUNOLOGY, 2010, 10 (03) :159-169
[10]   Bacteria penetrate the normally impenetrable inner colon mucus layer in both murine colitis models and patients with ulcerative colitis [J].
Johansson, Malin E. V. ;
Gustafsson, Jenny K. ;
Holmen-Larsson, Jessica ;
Jabbar, Karolina S. ;
Xia, Lijun ;
Xu, Hua ;
Ghishan, Fayez K. ;
Carvalho, Frederic A. ;
Gewirtz, Andrew T. ;
Sjovall, Henrik ;
Hansson, Gunnar C. .
GUT, 2014, 63 (02) :281-291