Identification of low abundance microbiome in clinical samples using whole genome sequencing

作者: Chao Zhang , Kyle Cleveland , Felice Schnoll-Sussman , Bridget McClure , Michelle Bigg

DOI: 10.1186/S13059-015-0821-Z

关键词: Helicobacter pyloriMicrobiomeMicrobial DNAMetagenomicsWhole genome sequencingBiologyHuman geneticsInternational HapMap ProjectHuman genomeGenetics

摘要: Identifying the microbiome composition from primary tissues directly affords an opportunity to study causative relationships between host and disease. However, this is challenging due low abundance of microbial DNA relative host. We present a systematic evaluation profiling endoscopic biopsies by whole genome sequencing. compared our methods with other approaches on datasets previously identified composition. applied approach identify 27 stomach biopsies, validated presence Helicobacter pylori quantitative PCR. Finally, we profiled in The Cancer Genome Atlas gastric adenocarcinoma cohort.

参考文章(61)
Yoshinobu Eishi, Ikuo Ishige, Touichiro Takizawa, Isao Tanaka, Morio Koike, Tamiko Takemura, Koh Nakata, Kunitomo Watanabe, Intetsu Kobayashi, Sakae Nagaoka, Kazuro Iwai, Propionibacterium acnes is the most common bacterium commensal in peripheral lung tissue and mediastinal lymph nodes from subjects without sarcoidosis. Sarcoidosis, vasculitis, and diffuse lung diseases : official journal of WASOG / World Association of Sarcoidosis and Other Granulomatous Disorders. ,vol. 22, pp. 33- 42 ,(2005)
Manish A. Shah, David P. Kelsen, Gastric cancer: a primer on the epidemiology and biology of the disease and an overview of the medical management of advanced disease. Journal of The National Comprehensive Cancer Network. ,vol. 8, pp. 437- 447 ,(2010) , 10.6004/JNCCN.2010.0033
M. Hess, A. Sczyrba, R. Egan, T.-W. Kim, H. Chokhawala, G. Schroth, S. Luo, D. S. Clark, F. Chen, T. Zhang, R. I. Mackie, L. A. Pennacchio, S. G. Tringe, A. Visel, T. Woyke, Z. Wang, E. M. Rubin, Metagenomic discovery of biomass-degrading genes and genomes from cow rumen. Science. ,vol. 331, pp. 463- 467 ,(2011) , 10.1126/SCIENCE.1200387
Masanori Hatakeyama, Helicobacter pylori CagA and Gastric Cancer: A Paradigm for Hit-and-Run Carcinogenesis Cell Host & Microbe. ,vol. 15, pp. 306- 316 ,(2014) , 10.1016/J.CHOM.2014.02.008
Iain Beehuat Tan, Tatiana Ivanova, Kiat Hon Lim, Chee Wee Ong, Niantao Deng, Julian Lee, Sze Huey Tan, Jeanie Wu, Ming Hui Lee, Chia Huey Ooi, Sun Young Rha, Wai Keong Wong, Alex Boussioutas, Khay Guan Yeoh, Jimmy So, Wei Peng Yong, Akira Tsuburaya, Heike Grabsch, Han Chong Toh, Steven Rozen, Jae Ho Cheong, Sung Hoon Noh, Wei Kiat Wan, Jaffer A. Ajani, Ju–Seog Lee, Manuel Salto–Tellez, Patrick Tan, Intrinsic subtypes of gastric cancer, based on gene expression pattern, predict survival and respond differently to chemotherapy Gastroenterology. ,vol. 141, pp. 476- 485 ,(2011) , 10.1053/J.GASTRO.2011.04.042
Aleksandar D Kostic, Akinyemi I Ojesina, Chandra Sekhar Pedamallu, Joonil Jung, Roel G W Verhaak, Gad Getz, Matthew Meyerson, PathSeq: software to identify or discover microbes by deep sequencing of human tissue Nature Biotechnology. ,vol. 29, pp. 393- 396 ,(2011) , 10.1038/NBT.1868
Michelle T. Dimon, Henry M. Wood, Pamela H. Rabbitts, Sarah T. Arron, IMSA: integrated metagenomic sequence analysis for identification of exogenous reads in a host genomic background. PLOS ONE. ,vol. 8, ,(2013) , 10.1371/JOURNAL.PONE.0064546
H Bjørn Nielsen, Mathieu Almeida, Agnieszka Sierakowska Juncker, Simon Rasmussen, Junhua Li, Shinichi Sunagawa, Damian R Plichta, Laurent Gautier, Anders G Pedersen, Emmanuelle Le Chatelier, Eric Pelletier, Ida Bonde, Trine Nielsen, Chaysavanh Manichanh, Manimozhiyan Arumugam, Jean-Michel Batto, Marcelo B Quintanilha dos Santos, Nikolaj Blom, Natalia Borruel, Kristoffer S Burgdorf, Fouad Boumezbeur, Francesc Casellas, Joël Doré, Piotr Dworzynski, Francisco Guarner, Torben Hansen, Falk Hildebrand, Rolf S Kaas, Sean Kennedy, Karsten Kristiansen, Jens Roat Kultima, Pierre Léonard, Florence Levenez, Ole Lund, Bouziane Moumen, Denis Le Paslier, Nicolas Pons, Oluf Pedersen, Edi Prifti, Junjie Qin, Jeroen Raes, Søren Sørensen, Julien Tap, Sebastian Tims, David W Ussery, Takuji Yamada, Pierre Renault, Thomas Sicheritz-Ponten, Peer Bork, Jun Wang, Søren Brunak, S Dusko Ehrlich, None, Identification and assembly of genomes and genetic elements in complex metagenomic samples without using reference genomes Nature Biotechnology. ,vol. 32, pp. 822- 828 ,(2014) , 10.1038/NBT.2939
Emmanuelle Le Chatelier, Trine Nielsen, Junjie Qin, Edi Prifti, Falk Hildebrand, Gwen Falony, Mathieu Almeida, Manimozhiyan Arumugam, Jean-Michel Batto, Sean Kennedy, Pierre Leonard, Junhua Li, Kristoffer Burgdorf, Niels Grarup, Torben Jørgensen, Ivan Brandslund, Henrik Bjørn Nielsen, Agnieszka S Juncker, Marcelo Bertalan, Florence Levenez, Nicolas Pons, Simon Rasmussen, Shinichi Sunagawa, Julien Tap, Sebastian Tims, Erwin G Zoetendal, Søren Brunak, Karine Clément, Joël Doré, Michiel Kleerebezem, Karsten Kristiansen, Pierre Renault, Thomas Sicheritz-Ponten, Willem M De Vos, Jean-Daniel Zucker, Jeroen Raes, Torben Hansen, Peer Bork, Jun Wang, S Dusko Ehrlich, Oluf Pedersen, None, Richness of human gut microbiome correlates with metabolic markers Nature. ,vol. 500, pp. 541- 546 ,(2013) , 10.1038/NATURE12506
Ana Maldonado-Contreras, Kate C Goldfarb, Filipa Godoy-Vitorino, Ulas Karaoz, Mónica Contreras, Martin J Blaser, Eoin L Brodie, Maria G Dominguez-Bello, Structure of the human gastric bacterial community in relation to Helicobacter pylori status. The ISME Journal. ,vol. 5, pp. 574- 579 ,(2011) , 10.1038/ISMEJ.2010.149