1School of Life Science and Technology, Tokyo Institute of Technology, Meguro-ku, Tokyo, Japan
2Research Fellow of Japan Society for the Promotion of Science, Tokyo, Japan
3Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, Japan
4Endoscopy Division, National Cancer Center Hospital, Tokyo, Tokyo, Japan
5Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan
6Intestinal Microbiota Project, Kanagawa Institute of Industrial Science and Technology, Ebina, Kanagawa, Japan
7Transborder Medical Research Center, University of Tsukuba, Ibaraki, Japan
8Department of Cancer Genome Informatics, Graduate School of Medicine/Faculty of Medicine, Osaka University, Suita, Osaka, Japan
Correspondence to Dr Takuji Yamada, School of Life Science and Technology, Tokyo Institute of Technology, Tokyo 152-8550, Japan; [email protected]; Professor Shinichi Yachida, Department of Cancer Genome Informatics, Graduate School of Medicine/Faculty of Medicine, Osaka University, Suita, Osaka, Japan 565-0871; [email protected]
Received May 29, 2019; Revised November 26, 2019; Accepted December 02, 2019; Published Online First January 16, 2020
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Contributors PPE, SM, SY and TY contributed to study concept and design. SY, SS, TN, TS and YS collected clinical samples and information. SF performed metabolome quantification. PPE, SM, HS and TY performed bioinformatics analyses on metagenomic and metabolomic data. PPE, SM, SY and TY wrote the manuscript. SY, SS and TY gave critical revision of the manuscript for important intellectual content. SY and TY supervised the study. All authors read and approved the final manuscript.
Funding This work was supported by grants from the Japan Agency for Medical Research and Development (AMED) (JP18ek0109187 to SF, SY and TY; JP19gm1010009 to SF and JP19cm0106464 to SY and TY); the National Cancer Center Research and Development Fund (25-A-4, 28-A-4, 29-A-13 and 29-A-6 to YS, SF, SY and TY); JST (Japan Science and Technology Agency)-PRESTO (JPMJPR1537 to SF and JPMJPRI507 to TY); JST-ERATO (JPMJER1902 to SF); JST-AIP Acceleration Research (JPMJCR19U3 to SY and TY); JSPS (Japan Society for the Promotion of Science) KAKENHI (142558 and 221S0002 to TY; 16H04901, 17H05654 and 18H04805 to SF); the Food Science Institute Foundation (to SF); the Program for the Advancement of Research in Core Projects under Keio University's Longevity Initiative (to SF); Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives, Osaka University (SY); Joint Research Project of the Institute of Medical Science, the University of Tokyo (to SY); the Takeda Science Foundation (to SY and SF); the Suzuken Memorial Foundation (to SY); the Yasuda Memorial Medical Foundation (to SY) and Yakult Bio-Science Foundation (to SY).
Competing interests SF and TY are founders of Metabologenomics. The company is focused on the design and control of the gut environment for human health. The company had no control over the interpretation, writing or publication of this work. The terms of these arrangements are being managed by Keio University and Tokyo Institute of Technology in accordance with its conflict of interest policies.
Patient consent for publication Not required.
Ethics approval The samples and clinical information used in this study were obtained under conditions of informed consent and with approval by the institutional review boards of each participating institute (National Cancer Center, 2013-244; Tokyo Institute of Technology, 2014018 and Keio University, Shonan Fujisawa Campus, 78).
Provenance and peer review Not commissioned; externally peer reviewed.
Data availability statement The raw sequencing data reported in this paper have been deposited at the DNA Data Bank of Japan (DDBJ) Sequence Read Archive (DRA), Tokyo, Japan under accession numbers DRA007281, DRA008243, DRA006684 and DRA008156. The source codes describing all of the analysis performed for this paper are available online (https://github.com/yamada-lab/GastrectomyGC_Microbiome).