Molecular cartography of the human skin surface in 3D

被引:266
作者
Bouslimani, Amina [1 ,5 ]
Porto, Carla [1 ]
Rath, Christopher M. [1 ]
Wang, Mingxun [7 ]
Guo, Yurong [2 ]
Gonzalez, Antonio [9 ,10 ]
Berg-Lyon, Donna [9 ,10 ]
Ackermann, Gail [9 ,10 ]
Christensen, Gitte Julie Moeller [1 ,12 ]
Nakatsuji, Teruaki [3 ]
Zhang, Lingjuan [3 ]
Borkowski, Andrew W. [3 ]
Meehan, Michael J. [1 ]
Dorrestein, Kathleen [1 ]
Gallo, Richard L. [3 ]
Bandeira, Nuno [1 ,7 ,8 ]
Knight, Rob [2 ,7 ,9 ,10 ,11 ]
Alexandrov, Theodore [1 ,13 ,14 ,15 ]
Dorrestein, Pieter C. [1 ,4 ,6 ]
机构
[1] Univ Calif San Diego, Skaggs Sch Pharm & Pharmaceut Sci, La Jolla, CA 92037 USA
[2] Univ Calif San Diego, Sch Med, La Jolla, CA 92037 USA
[3] Univ Calif San Diego, Div Dermatol, La Jolla, CA 92037 USA
[4] Univ Calif San Diego, Dept Biochem, La Jolla, CA 92037 USA
[5] Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92037 USA
[6] Univ Calif San Diego, Dept Chem, La Jolla, CA 92037 USA
[7] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[8] Univ Calif San Diego, Ctr Computat Mass Spectrometry, La Jolla, CA 92093 USA
[9] Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
[10] Univ Colorado, BioFrontiers Inst, Boulder, CO 80309 USA
[11] Univ Colorado, Howard Hughes Med Inst, Boulder, CO 80309 USA
[12] Aarhus Univ, Dept Biomed, DK-8000 Aarhus C, Denmark
[13] Univ Bremen, Ctr Ind Math, D-28359 Bremen, Germany
[14] SCiLS GmbH, D-28359 Bremen, Germany
[15] European Mol Biol Lab, D-69117 Heidelberg, Germany
基金
美国国家卫生研究院;
关键词
human skin; 3D mapping; mass spectrometry; 16S rRNA; HUMAN MICROBIOME; NETWORKING; DIVERSITY; IONIZATION; DEFENSINS; DISEASE;
D O I
10.1073/pnas.1424409112
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The human skin is an organ with a surface area of 1.5-2 m(2) that provides our interface with the environment. The molecular composition of this organ is derived from host cells, microbiota, and external molecules. The chemical makeup of the skin surface is largely undefined. Here we advance the technologies needed to explore the topographical distribution of skin molecules, using 3D mapping of mass spectrometry data and microbial 16S rRNA amplicon sequences. Our 3D maps reveal that the molecular composition of skin has diverse distributions and that the composition is defined not only by skin cells and microbes but also by our daily routines, including the application of hygiene products. The technological development of these maps lays a foundation for studying the spatial relationships of human skin with hygiene, the microbiota, and environment, with potential for developing predictive models of skin phenotypes tailored to individual health.
引用
收藏
页码:E2120 / E2129
页数:10
相关论文
共 48 条
[1]   Chemical Characterization of Latent Fingerprints by Matrix-Assisted Laser Desorption Ionization, Time-of-Flight Secondary Ion Mass Spectrometry, Mega Electron Volt Secondary Mass Spectrometry, Gas Chromatography/Mass Spectrometry, X-ray Photoelectron Spectroscopy, and Attenuated Total Reflection Fourier Transform Infrared Spectroscopic Imaging: An Intercomparison [J].
Bailey, Melanie. J. ;
Bright, Nicholas J. ;
Croxton, Ruth S. ;
Francese, Simona ;
Ferguson, Leesa S. ;
Hinder, Stephen ;
Jickells, Sue ;
Jones, Benjamin J. ;
Jones, Brian N. ;
Kazarian, Sergei G. ;
Ojeda, Jesus J. ;
Webb, Roger P. ;
Wolstenholme, Rosalind ;
Bleay, Stephen .
ANALYTICAL CHEMISTRY, 2012, 84 (20) :8514-8523
[2]   Dialogue between skin microbiota and immunity [J].
Belkaid, Yasmine ;
Segre, Julia A. .
SCIENCE, 2014, 346 (6212) :954-959
[3]   Bacterial diversity in the oral cavity of 10 healthy individuals [J].
Bik, Elisabeth M. ;
Long, Clara Davis ;
Armitage, Gary C. ;
Loomer, Peter ;
Emerson, Joanne ;
Mongodin, Emmanuel F. ;
Nelson, Karen E. ;
Gill, Steven R. ;
Fraser-Liggett, Claire M. ;
Relman, David A. .
ISME JOURNAL, 2010, 4 (08) :962-974
[4]   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
[5]   Cutaneous defense mechanisms by antimicrobial peptides [J].
Braff, MH ;
Bardan, A ;
Nizet, V ;
Gallo, RL .
JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2005, 125 (01) :9-13
[6]   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
[7]   Skin microbiota: a source of disease or defence? [J].
Cogen, A. L. ;
Nizet, V. ;
Gallo, R. L. .
BRITISH JOURNAL OF DERMATOLOGY, 2008, 158 (03) :442-455
[8]   Bacterial Community Variation in Human Body Habitats Across Space and Time [J].
Costello, Elizabeth K. ;
Lauber, Christian L. ;
Hamady, Micah ;
Fierer, Noah ;
Gordon, Jeffrey I. ;
Knight, Rob .
SCIENCE, 2009, 326 (5960) :1694-1697
[9]   α-Defensins in the gastrointestinal tract [J].
Cunliffe, RN .
MOLECULAR IMMUNOLOGY, 2003, 40 (07) :463-467
[10]   MS/MS networking guided analysis of molecule and gene cluster families [J].
Don Duy Nguyen ;
Wu, Cheng-Hsuan ;
Moree, Wilna J. ;
Lamsa, Anne ;
Medema, Marnix H. ;
Zhao, Xiling ;
Gavilan, Ronnie G. ;
Aparicio, Marystella ;
Atencio, Librada ;
Jackson, Chanaye ;
Ballesteros, Javier ;
Sanchez, Joel ;
Watrous, Jeramie D. ;
Phelan, Vanessa V. ;
van de Wiel, Corine ;
Kersten, Roland D. ;
Mehnaz, Samina ;
De Mot, Rene ;
Shank, Elizabeth A. ;
Charusanti, Pep ;
Nagarajan, Harish ;
Duggan, Brendan M. ;
Moore, Bradley S. ;
Bandeira, Nuno ;
Palsson, Bernhard O. ;
Pogliano, Kit ;
Gutierrez, Marcelino ;
Dorrestein, Pieter C. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (28) :E2611-E2620