Towards standards for human fecal sample processing in metagenomic studies
Paul I. Costea
(1)
,
Georg Zeller
(1)
,
Shinichi Sunagawa
(1, 2)
,
Eric Pelletier
(3, 4)
,
Adriana A. Alberti
(3)
,
Florence Levenez
(5)
,
Melanie Tramontano
(1)
,
Marja Driessen
(1)
,
Rajna Hercog
(1)
,
Ferris-Elias Jung
(1)
,
Jens Roat Kultima
(1)
,
Matthew R. Hayward
(1)
,
Luis Pedro Coelho
(1)
,
Emma Allen-Vercoe
(6)
,
Laurie Bertrand
(3)
,
Michael Blaut
(7)
,
Jillian R. M. Brown
(8)
,
Thomas Carton
(9)
,
Stéphanie Cools-Portier
(10)
,
Michelle Daigneault
(5)
,
Muriel Derrien
(10)
,
Anne Druesne
(10)
,
Willem M. De Vos
(11, 12)
,
B. Brett Finlay
(13)
,
Harry J. Flint
(14)
,
Francisco Guarner
(15)
,
Masahira Hattori
(16, 17)
,
Hans Heilig
(11)
,
Ruth Ann Luna
(18)
,
Johan van Hylckama Vlieg
(10)
,
Jana Junick
(7)
,
Ingeborg Klymiuk
(19)
,
Philippe Langella
(5)
,
Emmanuelle Le Chatelier
(5)
,
Volker Mai
(20)
,
Chaysavanh Manichanh
(15)
,
Jennifer C. Martin
(14)
,
Clémentine Mery
(9)
,
Hidetoshi Morita
(21)
,
Paul W. O'Toole
(8)
,
Céline Orvain
(3)
,
Kiran Raosaheb Patil
(1)
,
John Penders
(22)
,
Søren Persson
(23)
,
Nicolas Pons
(5)
,
Milena Popova
(9)
,
Anne Salonen
(24)
,
Delphine Saulnier
(7)
,
Karen P. Scott
(14)
,
Bhagirath Singh
(25)
,
Kathleen Slezak
(7)
,
Patrick Veiga
(10)
,
James Versalovic
(18)
,
Liping Zhao
(26)
,
Erwin G. Zoetendal
(11)
,
S. Dusko Ehrlich
(5)
,
Joel Dore
(5)
,
Peer Bork
(1)
1
EMBL -
European Molecular Biology Laboratory [Heidelberg]
2 ETH Zürich - Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich]
3 JACOB - Institut de Biologie François JACOB
4 UMR 8030 - Génomique métabolique
5 MGP (US 1367) - MetaGenoPolis
6 University of Guelph
7 DIfE - German Institute of Human Nutrition Potsdam-Rehbrücke
8 UCC - University College Cork
9 Biofortis Mérieux NutriSciences [Saint-Herblain]
10 Danone Nutricia Research [Utrecht]
11 WUR - Wageningen University and Research [Wageningen]
12 University of Technology Helsinski
13 UBC - University of British Columbia
14 University of Aberdeen
15 VHIR - Vall d’Hebron Research Institute
16 UTokyo - The University of Tokyo
17 Waseda University [Tokyo, Japan]
18 Texas Children's Hospital [Houston, USA]
19 Medical University of Graz = Medizinische Universität Graz
20 UF - University of Florida [Gainesville]
21 Okayama University
22 NUTRIM - School of Nutrition and Translational Research in Metabolism [Maastricht]
23 Statens Serum Institut [Copenhagen]
24 TKK - TKK Helsinki University of Technology
25 UWO - University of Western Ontario
26 Shanghai Jiao Tong University [Shanghai]
2 ETH Zürich - Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich]
3 JACOB - Institut de Biologie François JACOB
4 UMR 8030 - Génomique métabolique
5 MGP (US 1367) - MetaGenoPolis
6 University of Guelph
7 DIfE - German Institute of Human Nutrition Potsdam-Rehbrücke
8 UCC - University College Cork
9 Biofortis Mérieux NutriSciences [Saint-Herblain]
10 Danone Nutricia Research [Utrecht]
11 WUR - Wageningen University and Research [Wageningen]
12 University of Technology Helsinski
13 UBC - University of British Columbia
14 University of Aberdeen
15 VHIR - Vall d’Hebron Research Institute
16 UTokyo - The University of Tokyo
17 Waseda University [Tokyo, Japan]
18 Texas Children's Hospital [Houston, USA]
19 Medical University of Graz = Medizinische Universität Graz
20 UF - University of Florida [Gainesville]
21 Okayama University
22 NUTRIM - School of Nutrition and Translational Research in Metabolism [Maastricht]
23 Statens Serum Institut [Copenhagen]
24 TKK - TKK Helsinki University of Technology
25 UWO - University of Western Ontario
26 Shanghai Jiao Tong University [Shanghai]
Eric Pelletier
- Function : Author
- PersonId : 183144
- IdHAL : eric
- ORCID : 0000-0003-4228-1712
- IdRef : 250792974
Adriana A. Alberti
- Function : Author
- PersonId : 183113
- IdHAL : adriana-alberti
- ORCID : 0000-0003-3372-9423
Laurie Bertrand
- Function : Author
- PersonId : 1338575
- ORCID : 0000-0002-4550-761X
Thomas Carton
- Function : Author
- PersonId : 779975
- IdRef : 117998923
Muriel Derrien
- Function : Author
- PersonId : 1177773
- IdHAL : muriel-derrien
- ORCID : 0000-0001-8841-9153
Emmanuelle Le Chatelier
- Function : Author
- PersonId : 737756
- IdHAL : emmanuelle-le-chatelier
- ORCID : 0000-0002-2724-0536
Patrick Veiga
- Function : Author
- PersonId : 1315153
- IdHAL : patrick-veiga
- ORCID : 0000-0001-6318-8547
Abstract
Technical variation in metagenomic analysis must be minimized to confidently assess the contributions of microbiota to human health. Here we tested 21 representative DNA extraction protocols on the same fecal samples and quantified differences in observed microbial community composition. We compared them with differences due to library preparation and sample storage, which we contrasted with observed biological variation within the same specimen or within an individual over time. We found that DNA extraction had the largest effect on the outcome of metagenomic analysis. To rank DNA extraction protocols, we considered resulting DNA quantity and quality, and we ascertained biases in estimates of community diversity and the ratio between Gram-positive and Gram-negative bacteria. We recommend a standardized DNA extraction method for human fecal samples, for which transferability across labs was established and which was further benchmarked using a mock community of known composition. Its adoption will improve comparability of human gut microbiome studies and facilitate meta-analyses.
| Origin | Files produced by the author(s) |
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