2026/07/09 更新

写真a

ヤマダ タクジ
山田 拓司
YAMADA TAKUJI
所属
生命理工学院 教授
職名
教授
外部リンク

News & Topics
  • Personalized Gut Microbiome Analysis for Colorectal Cancer Classification with Explainable AI

    2023/04/14

    掲載言語: 英語

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    Explainable AI offers a promising solution for finding links between diseases and certain species of gut bacteria, finds a research team at Tokyo Tech. Using a concept borrowed from game theory,

  • Explainable AI(説明可能なAI)の活用による腸内細菌に基づく大腸がんの詳細な分類を実現 大腸がん診断とバイオマーカー同定のパーソナライズを促進

    2023/04/11

    掲載言語: 日本語

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    要点-「説明可能なAI」を利用して個人の腸内細菌パターンを特定し、大腸がん患者をより細かく層別化-ゲーム理論を応用した手法で、健常者と大腸がん患者を明確に判別できることを発見-今後さらにパーソナライズされた大腸がん診断とバイオマーカー同定の実現につながると

  • 焼酎黒麹の白色化によって起こる遺伝子変異

    2021/07/29

    掲載言語: 日本語

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    要点-実用黒麹、実用白麹、研究用白麹のゲノム比較を実施した。-研究用白麹と実用白麹には遺伝情報に明確な違いがあることを明らかにした。-実用白麹株では、白色化後の継代によって共通する変異が起きたと推測される。概要東京工業大学生命理工学院生命理工学系の山田拓司准教授らは、株式会社ぐるなびとの共同研究にお

  • 塩から始まる微生物群集のダイナミクス 地域を越えて働く野菜の塩漬けのメカニズム

    2021/04/13

    掲載言語: 日本語

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    要点-三大菜漬を用い、野菜の塩漬けメカニズムの微生物群集ダイナミクスと漬物成分の関係の一部を明らかに-低塩濃度で短期間漬け込む前処理工程では乳酸菌群優勢、高塩濃度で長期間漬け込む塩蔵工程では乳酸菌と好塩性細菌の割合が高い-塩蔵工程サンプルに分枝アミノ酸が多いのは、好塩性細菌が持つ分枝アミノ酸生合成経

  • ぬか漬けたくあんを作る発酵微生物とおいしさのひみつ 地域の気候を反映した製法の違いが与える多様性

    2021/01/27

    掲載言語: 日本語

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    要点-秋田と愛知のたくあんの独自の製法が発酵微生物や成分に与える影響を解析-製法の違いが発酵微生物の種類や多様性に影響-塩を好む微生物が漬け込み中にグルタミン酸を生成している可能性概要東京工業大学生命理工学院生命理工学系の山田拓司准教授らは、株式会社ぐるなびとの共同研究において、寒冷な豪雪地域である

  • 胃切除術による腸内環境の変化を解明 胃切除後の合併疾患の克服へ

    2020/01/17

    掲載言語: 日本語

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    要点-腸内細菌は、胃切除を含む様々な治療と関連する可能性があることが知られていますが、治療による腸内環境への影響は詳細には明らかになっていませんでした。-本研究では、便検体を用いたメタゲノム解析およびメタボローム解析により、健常者と胃切除術を受けた患者

  • 麹菌A. oryzaeの進化と家畜化の関係 大規模比較ゲノム解析で新たな仮説を提唱

    2019/12/02

    掲載言語: 日本語

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    要点-日本全国から収集した麹菌82株の全ゲノムレベルの多様性を解読-祖先株間で複数の有性生殖が起こっていたことが明らかに-人間による家畜化が麹菌のゲノム進化に及ぼす影響を提唱概要東京工業大学生命理工学院生命理工学系の山田拓司准教授、渡来直生

  • メタゲノム・メタボローム解析により大腸がん発症関連細菌を特定 便から大腸がんを早期に診断する新技術

    2019/06/07

    掲載言語: 日本語

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    大腸がんの発がんに関連する細菌を発見 健常者、多発ポリープ(腺腫)、粘膜内がん、早期がん、進行がんを対象(616例)に、便を用いてメタゲノム解析とメタボローム解析 行うことにより、健常者と比較してがんの進行段階で増減している細菌や代謝物質を同定 大腸がんの早期診断や予防、大腸がんになる前に治療を行う(先制医療)への応用に期待

  • New simple storage method for faecal samples offers improvements in the metagenomic analysis and the study of disease

    2016/08/17

    掲載言語: 英語

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    Associate Professor Takuji Yamada of Tokyo Institute of Technology, Laboratory Head Shinichi Yachida of National Cancer Center and colleagues developed a new faecal microbiome preservation method to support metagenomic analysis of intestinal flora, bacteria in the intestines. Recent developments in gene-sequencing technology have enabled researchers to identify the genomes of natural bacteria in the intestines. Reports have shown that these bacteria are strongly associated with obesity, diabetes, inflammatory bowel disease and allergies. They also show potential as disease markers to identify cancer risks.

  • Oligosaccharides in breast milk are key

    2016/07/14

    掲載言語: 英語

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    Tokyo Institute of Technology, Yakult Central Institute, and Teikyo University have jointly unraveled the mechanism which shapes intestinal flora (microbial communities in the intestines) of infants in its transition towards dominance of bifidobacteria.

  • 腸内細菌叢(腸内フローラ)のメタゲノム解析による発がん研究の加速に期待

    2016/07/13

    掲載言語: 日本語

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    本研究成果のポイント 腸内細菌叢(腸内フローラ)のメタゲノム解析に欠かせない研究試料である糞便の収集方法について、標準方法とされる冷凍保存よりも簡便な収集方法を確立 既存溶液を活用した室温保存について、冷凍保存と同レベルの解析結果が得られることを実証した。 大腸内視鏡検査により腸内細菌叢は変動しないことを確認 大腸内視鏡検査とその前処置(腸管洗浄剤内服による洗浄)に伴う腸内細菌叢への影響を検討し、大腸内視鏡検査の前後で腸内細菌叢の組成の変動はみられないことが明らかになった。

  • ビフィズス菌が優勢になる乳児の腸内フローラ形成機構を解明―母乳に含まれるオリゴ糖の主要成分の利用がカギ―

    2016/06/30

    掲載言語: 日本語

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    要点 ビフィズス菌は、乳児期の腸内フローラにおいて優勢になることが知られていたがメカニズムが分かっていなかった。本研究では、生後1か月の間に乳児の腸内フローラが大きく変化し、腸内細菌科およびスタフィロコッカス科に属する細菌群が優勢のフローラ構成から、ビフィズス菌が優勢のフローラ構成に変動することを明らかにした。ビフィズス菌が優勢になるためには、母乳に含まれるオリゴ糖の主要構成成分「フコシルラクトース」が重要な役割を果たしていることをゲノム解析により解明した。

▼全件表示

学位

  • 博士(理学) ( 2006年7月   京都大学 )

研究キーワード

  • バイオインフォマティクス

  • 応用微生物

  • 酵素

  • 腸内細菌

  • 代謝ネットワーク

研究分野

  • ライフサイエンス / ゲノム生物学

経歴

  • 東京科学大学   生命理工学院   教授

    2025年12月 - 現在

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    国名:日本国

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  • 東京工業大学   生命理工学院   准教授

    2016年4月 - 現在

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論文

  • Dynamics of the gut microbiome in FAP patients undergoing intensive endoscopic reduction of polyp burden 査読

    Sayaka Mizutani, Ayako Tamaki, Satoshi Shiba, Felix Salim, Masayoshi Yamada, Hiroyuki Takamaru, Takeshi Nakajima, Naohisa Yoshida, Shoko Ikuta, Tatsuo Yachida, Tatsuhiro Shibata, Tomoyoshi Soga, Yutaka Saito, Shinji Fukuda, Hideki Ishikawa, Takuji Yamada, Shinichi Yachida

    Gut   gutjnl - 2024   2024年8月

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    担当区分:責任著者   掲載種別:研究論文(学術雑誌)   出版者・発行元:BMJ  

    DOI: 10.1136/gutjnl-2024-332381

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  • Enteropathway: the metabolic pathway database for the human gut microbiota. 査読 国際誌

    Hirotsugu Shiroma, Youssef Darzi, Etsuko Terajima, Zenichi Nakagawa, Hirotaka Tsuchikura, Naoki Tsukuda, Yuki Moriya, Shujiro Okuda, Susumu Goto, Takuji Yamada

    Briefings in bioinformatics   25 ( 5 )   2024年7月

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    担当区分:最終著者, 責任著者   記述言語:英語   掲載種別:研究論文(学術雑誌)  

    The human gut microbiota produces diverse, extensive metabolites that have the potential to affect host physiology. Despite significant efforts to identify metabolic pathways for producing these microbial metabolites, a comprehensive metabolic pathway database for the human gut microbiota is still lacking. Here, we present Enteropathway, a metabolic pathway database that integrates 3269 compounds, 3677 reactions, and 876 modules that were obtained from 1012 manually curated scientific literature. Notably, 698 modules of these modules are new entries and cannot be found in any other databases. The database is accessible from a web application (https://enteropathway.org) that offers a metabolic diagram for graphical visualization of metabolic pathways, a customization interface, and an enrichment analysis feature for highlighting enriched modules on the metabolic diagram. Overall, Enteropathway is a comprehensive reference database that can complement widely used databases, and a tool for visual and statistical analysis in human gut microbiota studies and was designed to help researchers pinpoint new insights into the complex interplay between microbiota and host metabolism.

    DOI: 10.1093/bib/bbae419

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  • Microbiome Datahub: an open-access platform integrating environmental metadata, taxonomy, and functional annotation for comprehensive metagenome-assembled genome datasets. 国際誌

    Hiroshi Mori, Takatomo Fujisawa, Koichi Higashi, Yasuhiro Tanizawa, Zenichi Nakagawa, Hiroyo Nishide, Masaki Fujiyoshi, Yasukazu Nakamura, Ikuo Uchiyama, Motomu Matsui, Takuji Yamada

    Microbiome   2026年3月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    BACKGROUND: Metagenome-assembled genomes (MAGs) provide crucial insights into the genomic diversity of uncultured microbes. However, MAG datasets deposited in public repositories such as INSDC are often difficult to reuse due to heterogeneous quality, inconsistent taxonomic and functional annotations, and insufficiently curated environmental metadata. While secondary MAG databases such as MGnify, IMG/M, and SPIRE provide standardized resources, they reconstruct MAGs de novo from public metagenomic reads and therefore do not represent the original MAGs reported in publications. RESULTS: To address this gap, we developed Microbiome Datahub, an open-access platform that systematically aggregates and re-annotates original MAGs from INSDC. We collected 214,427 MAGs, predicted genes by DFAST, performed quality assessment with CheckM, standardized taxonomic assignments with GTDB-Tk, inferred 27 phenotypic traits using Bac2Feature, assigned proteins to MBGD ortholog clusters and KEGG Orthology IDs using PZLAST, and annotated environmental metadata with the Metagenome and Microbes Environmental Ontology. Across these MAGs, the average completeness was 80.5% and contamination 1.8%; notably, the most frequent values were >95% completeness and <1% contamination, indicating that the majority of MAGs are of high quality. Comparative analyses showed that Microbiome Datahub provides phylogenetically and environmentally diverse MAGs: while the majority originated from vertebrate gut environments, a substantial number were also recovered from other habitats such as groundwater, including nearly 10,000 MAGs from the Patescibacteria. Inference of 27 phenotypic traits, including optimum growth temperature, further revealed ecological differentiation across phyla. Protein clustering revealed 56 million identity 40% clusters, with the majority unique compared with MGnify and GlobDB, and ~19% of proteins unassigned to MBGD ortholog clusters, underscoring their novelty. CONCLUSIONS: Microbiome Datahub integrates MAG genome sequences, gene and protein predictions, quality metrics, environmental and taxonomic annotations, ortholog cluster assignments, and phenotype predictions, all accessible via a web interface, API, and bulk downloads. By combining original MAGs with curated metadata and functional annotations, Microbiome Datahub constitutes a comprehensive and reusable resource that will accelerate microbiome and microbial genomics research. Video Abstract.

    DOI: 10.1186/s40168-026-02385-x

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  • Gut Microbiota Changes After Hormonal or Surgical Treatment for Endometriosis. 国際誌

    Yosuke Ono, Osamu Yoshino, Takeshi Sasayama, Masami Ito, Tatsuya Yoshihara, Kota Tanaka, Akiko Nakagomi, Satoko Sasatsu, Maki Ogi, Hikaru Tagaya, Tomohiko Fukuda, Takeshi Nagamatsu, Takuji Yamada

    American journal of reproductive immunology (New York, N.Y. : 1989)   95 ( 1 )   e70211   2026年1月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    PURPOSE: Although studies have suggested a link between gut microbiota and endometriosis pathophysiology, the effects of treatment for endometriosis remain unclear. METHODS: In this prospective observational study, 27 patients with stage III/IV endometriosis and 17 healthy controls provided a total of 56 fecal samples. In endometriosis patients, gut microbiota profiles were analyzed before and after hormonal therapy or surgery to assess treatment-related changes. 16S rRNA gene sequencing was used for microbiota analysis. RESULTS: No differences in α- or β-diversity were observed between the endometriosis and control groups, although patients with endometriosis had high levels of Acidaminococcus, Lachnoclostridium, and Paraprevotella and low levels of Odoribacter (all p < 0.05). Among the eight patients who received hormonal therapy, no significant changes in α- and β-diversity were observed between the pre- and post-treatment samples. A comparison of samples from the same individuals showed an increase in Blautia, which is associated with mental health stability, and a decrease in Sutterella, which is involved in regulating the intestinal barrier. In an exploratory analysis of patients without recurrence after surgery (n = 4), α-diversity significantly increased (p = 0.035), with stable β-diversity. Postsurgical increases were observed in 10 genera, including six inflammation-related taxa; five (Flavonifractor, [Eubacterium]_brachy_group, Hungatella, Incertae_Sedis, and Fournierella) are associated with anti-inflammatory effects. CONCLUSIONS: Hormonal therapy for endometriosis may help not only to control lesions but also to support mental health. Surgical treatment may alter the composition of inflammation-associated gut bacteria; however, these exploratory results from a small cohort should be interpreted with caution. Further studies with larger sample sizes are warranted.

    DOI: 10.1111/aji.70211

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  • A selective IDO1 inhibitor, KHK2455, improves efficacy of PD-L1 blockade by modulating both innate and adaptive immunity in a mouse melanoma model. 国際誌

    Masato Saito, Kana Kunieda, Toshihiko Ishii, Shoko Koshiba, Rui Ohashi, Yutaka Kanda, Takuji Yamada

    Cancer immunology, immunotherapy : CII   75 ( 1 )   19 - 19   2025年12月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    Indoleamine 2,3-dioxygenase 1 (IDO1) facilitates tumor progression by catabolizing tryptophan into kynurenine (Kyn). While KHK2455, a selective IDO1 inhibitor, reduced Kyn levels in mouse tumors and plasma, it did not exert the expected antitumor activity in a mouse melanoma model. However, when combined with programmed death-ligand 1 (PD-L1) blockade, KHK2455 demonstrated enhanced antitumor effects compared with PD-L1 blockade alone. This study investigated the effects of IDO1 inhibition on the tumor microenvironment and mechanisms underlying the enhanced antitumor effects of combining IDO1 inhibition with PD-L1 blockade. PD-L1 blockade upregulated the pathways related to adaptive immunity including T-helper cells type 1 and 2 (Th1 and Th2) rather than innate immunity. On the other hand, IDO1 inhibition upregulated genes and pathways associated with innate immunity, such as natural killer cells, neutrophils, and macrophages. Furthermore, the combination of IDO1 inhibition and PD-L1 blockade upregulated both adaptive and innate responses more than PD-L1 blockade alone. These findings elucidate the differential effects of the two therapies on the immune system and provide valuable insights for future treatment strategies targeting IDO1.

    DOI: 10.1007/s00262-025-04232-8

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  • A novel glycerol-containing exopolysaccharide from the ropy strain Lactiplantibacillus plantarum KY5-ES5 and its impact on medium viscosity. 国際誌

    Kazunori Sawada, Takuji Yamada

    Scientific reports   16 ( 1 )   357 - 357   2025年12月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    Exopolysaccharides (EPS) produced by lactic acid bacteria (LAB) contribute to the texture of fermented foods and offer potential health benefits. In this study, a ropy Lactiplantibacillus plantarum strain, KY5-ES5, was isolated from shibazuke, Japanese traditional fermented pickles. The strain exhibited significantly higher viscosity in synthetic medium compared to the non-ropy type strain L. plantarum JCM1149T. EPS extracted from KY5-ES5 contained glucose, galactose, and glycerol, a composition not previously reported. Structural analysis using NMR spectroscopy revealed a complex and heterogeneous polysaccharide structure with multiple glycosidic linkages, including α-1,4, α-1,6, β-1,3, and β-1,4 bonds. Glycerol residues possibly randomly modify the sugar residues as a 2-glycerol phosphate rather than being part of the main sugar chain. These findings highlight the unique composition and structural complexity of KY5-ES5 EPS, expanding the understanding of LAB-derived polysaccharides. The potential functional properties of this novel EPS, particularly its role in food texture modification and human health, warrant further investigation.

    DOI: 10.1038/s41598-025-29706-8

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  • Observation of novel internal structures within sclerotia of industrial Aspergillus oryzae strains. 国際誌

    Kazunori Sawada, Takuji Yamada

    Fungal biology   129 ( 8 )   101669 - 101669   2025年12月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    This study explored sclerotia-forming strains from industrial Aspergillus oryzae strains, focusing on factors contributing to sclerotial morphological diversity. Using rice bran medium, ten MAT1-1 industrial strains capable of producing sclerotia were newly identified. Phylogenetic analysis revealed that strains in the specific clade are particularly prone to sclerotia formation under the conditions tested. Controlled environmental conditions, including specific CO2 concentrations and incubation periods, facilitated the development of novel internal structures that have not been previously reported in A. oryzae. Although these internal structures resemble ascocarps found in other Aspergillus species, no evidence related to reproduction was identified. Further studies are necessary to elucidate the roles of these internal structures. The findings of this study provide a foundation for future research into the cryptic sexual reproduction of A. oryzae.

    DOI: 10.1016/j.funbio.2025.101669

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  • Preliminary study of gut microbiome influence on black Ivory coffee fermentation in Asian elephants. 国際誌

    Nodoka Chiba, Vachiranee Limviphuvadh, Chong Han Ng, Ryuto Koyagi, Yuta Kino, Yuya Nakamura, Takuji Yamada

    Scientific reports   15 ( 1 )   40548 - 40548   2025年11月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    Black Ivory Coffee (BIC), produced through the digestion of Arabica coffee beans by Asian elephants, is recognized for its smooth, chocolaty flavor and low bitterness. However, the biological mechanisms underlying its unique taste remain poorly understood. In this study, we conducted a preliminary analysis of the gut microbiome of BIC-producing elephants and compared it with that of control elephants. 16S rRNA gene sequencing analysis revealed significant differences in microbial community structure, including the enrichment of specific bacterial genera such as Acinetobacter and family such as Izemoplasmataceae in the BIC group. Functional prediction using PICRUSt2 indicated that the BIC elephant gut microbiome harbors key enzymes involved in the degradation and utilization of pectin and cellulose-major components of coffee cherries and beans. Notably, genes related to pectin transport and downstream metabolism, including K08191 and K01812, were significantly more abundant in BIC elephants. These pathways may contribute to the degradation of specific compounds, such as 2-furfuryl furan, which has been previously shown to decrease after gastrointestinal passage. Comparative analysis with other animals revealed that only elephants harbored a complete set of pectin-degrading genes. Our findings suggest that the gut microbiota of BIC elephants facilitates microbial fermentation of coffee components, potentially influencing the chemical profiles of Black Ivory Coffee.

    DOI: 10.1038/s41598-025-24196-0

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  • Phocaeicola dorei and Phocaeicola vulgatus Protect against Atherosclerosis by Regulating Gut Immunity.

    Hitomi Nakashima, Ryohei Shinohara, Takuo Emoto, Yoshihiro Saito, Naofumi Yoshida, Ken-Ichi Hirata, Takumi Murakami, Hiroshi Mori, Atsushi Toyoda, Tomomi Sugiyama, Takuji Yamada, Tomoya Yamashita

    Journal of atherosclerosis and thrombosis   32 ( 11 )   1447 - 1463   2025年11月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    AIM: Arteriosclerosis is a condition that leads to coronary artery disease (CAD) and stroke. Basic and clinical studies have suggested a link between the gut microbiota and various diseases, including atherosclerosis. Therefore, we focused on gut microbiota and aimed to develop a probiotic-based treatment for atherosclerosis. METHOD: From 6 to 14 weeks of age, apoE-deficient mice, a mouse model of atherosclerosis, were orally administered with Phocaeicola dorei and Phocaeicola vulgatus or saline five times/week. The diet was changed to a western diet at eight weeks of age. Finally, the mice were sacrificed at 14 weeks of age, and the atherosclerotic lesion area was evaluated. RESULT: Previous studies have shown that atherosclerosis is suppressed by the administration of live type strains (TS) of P. dorei and P. vulgatus in apoE-deficient mice. In this study, we isolated P. vulgatus AF299, which highly expresses commensal colonization factors. Oral administration of P. dorei TS and AF299 to model mice further suppressed atherosclerosis compared to the administration of P. dorei TS and P. vulgatus TS. Genetic analysis of lesion tissues showed that the expression levels of genes associated with inflammatory responses were significantly reduced in mice treated with P. dorei TS and AF299. Moreover, gene expression related to immune response and IgA secretion was increased in the ileum. CONCLUSION: Our results suggest that the bacteria-induced immune response in the gut leads to the suppression of the inflammatory response in atherosclerotic lesions. These results indicate the potential for the development of prophylactic drugs for atherosclerosis.

    DOI: 10.5551/jat.65460

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  • Coexistence of Intravascular Excess Fluid and Reduced Renal Blood Flow in the Acute Phase of Acute Post-Streptococcal Glomerulonephritis.

    Hisakazu Majima, Osamu Uemura, Toshihiko Hattrori, Naoya Fujita, Katsumi Ushijima, Masamichi Miyoshi, Takuji Yamada, Masaki Yamamoto, Eiji Matsukuma, Takuhito Nagai, Yoshimitsu Gotoh

    JMA journal   8 ( 4 )   1234 - 1239   2025年10月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    INTRODUCTION: Acute post-streptococcal glomerulonephritis (APSGN) is traditionally classified as an intrinsic form of acute kidney injury (AKI). However, previous reports suggest that its pathophysiology may resemble prerenal AKI, particularly regarding low fractional excretion of sodium (FENa) in the acute phase. This study aimed to evaluate the paradoxical coexistence of reduced renal blood flow and fluid overload in APSGN. METHODS: We retrospectively analyzed patients with APSGN (≤15 years old) hospitalized between 2010 and 2019 who exhibited ≥5% weight gain and brain natriuretic peptide (BNP) ≥100 pg/mL. The acute phase was divided into three periods: peak (3 days), early recovery (2 days), and late recovery (up to 30 days). Patients with FENa and BNP recorded in at least two periods were included. RESULTS: Among 10 patients (median age: 7 years, interquartile range: 5-7), BNP levels peaked during the acute phase and decreased in the recovery phases. Conversely, FENa was low during the peak phase but increased during recovery, despite decreasing BNP levels. CONCLUSIONS: In APSGN, FENa remained paradoxically low during the peak phase despite fluid overload (indicated by high BNP). These findings suggest that the acute phase of APSGN involves transient renal hypoperfusion and renin-angiotensin-aldosterone system activation, leading to sodium retention and volume overload. This mechanism supports the hypothesis that APSGN exhibits characteristics of prerenal AKI in its early stage.

    DOI: 10.31662/jmaj.2025-0069

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  • Lubiprostone in chronic kidney disease: Insights into mitochondrial function and polyamines from a randomized phase 2 clinical trial. 国際誌

    Shun Watanabe, Masaaki Nakayama, Takashi Yokoo, Satoru Sanada, Yoshifumi Ubara, Atsushi Komatsuda, Katsuhiko Asanuma, Yusuke Suzuki, Tsuneo Konta, Junichiro J Kazama, Takehiro Suzuki, Shinji Fukuda, Tomoyoshi Soga, Takuji Yamada, Sayaka Mizutani, Mitsuharu Matsumoto, Yuji Naito, Kensei Taguchi, Kei Fukami, Hitomi Kashiwagi, Koichi Kikuchi, Chitose Suzuki, Hidetaka Tokuno, Marina Urasato, Ryota Kujirai, Yotaro Matsumoto, Yasutoshi Akiyama, Yoshihisa Tomioka, Shun Itai, Yoshiyasu Tongu, Eikan Mishima, Chiharu Kawabe, Tomoko Kasahara, Yoshiaki Ogata, Takafumi Toyohara, Takeya Sato, Tetsuhiro Tanaka, Takaaki Abe

    Science advances   11 ( 35 )   eadw3934   2025年8月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    Chronic kidney disease (CKD) is a life-threatening condition, and constipation is a progressive risk factor. We evaluated changes in uremic toxins, renal function, and the safety of lubiprostone, a selective chloride channel activator, in patients with CKD. In this phase 2, randomized, double-blind, placebo-controlled trial across nine centers in Japan, 150 patients with stage IIIb-IV CKD received lubiprostone (8 or 16 micrograms) or placebo for 24 weeks. The primary end point was change in indoxyl sulfate levels. Secondary end points included other uremic toxins and renal function markers. Lubiprostone did not alter uremic toxin levels but improved or preserved estimated glomerular filtration rate and its slope in the 16-microgram group. Mild-to-moderate gastrointestinal events occurred in the placebo and 16-microgram groups. Multiomics analysis revealed that lubiprostone modulated the gut microbial agmatine pathway and increased spermidine levels, thereby improving renal mitochondrial function. Lubiprostone is a previously unknown and safe therapeutic option to mitigate renal decline in CKD.

    DOI: 10.1126/sciadv.adw3934

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  • Different impacts of intestinal microbiota and lifestyle factors on advanced adenoma and colorectal cancer risk. 国際誌

    Ling Zha, Yoshimitsu Shimomura, Tetsuhisa Kitamura, Sho Komukai, Nobuhiro Narii, Masayo Komatsu, Satoshi Shiba, Sayaka Mizutani, Takuji Yamada, Shinichi Yachida, Tomotaka Sobue

    European journal of cancer prevention : the official journal of the European Cancer Prevention Organisation (ECP)   35 ( 3 )   250 - 257   2025年5月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    The association between intestinal microbiota, dietary and lifestyle habits, and colorectal cancer (CRC) development is not fully understood. This study aimed to assess the association between intestinal microbiota composition and CRC risk across clinical stages, accounting for dietary and lifestyle factors. This cross-sectional study conducted in Japan included 499 participants who underwent colonoscopies. The study included 212 healthy controls, 107 patients with advanced adenoma, 109 with stage I/II CRC, and 71 with stage III/IV CRC. Multinomial logistic regression was used to evaluate the association between six specific intestinal bacteria, including Fusobacterium nucleatum, Solobacterium moorei, Gemella morbillorum, Parvimonas micra, Peptostreptococcus stomatis, and Peptostreptococcus anaerobius, and the risk of advanced adenoma and CRC. We conducted univariable and multivariable models, adjusting for potential confounding dietary and lifestyle factors. The risk of developing advanced adenoma significantly increased with a higher relative abundance of F. nucleatum, S. moorei, G. morbillorum, and P. stomatis. In stages I/II and III/IV CRC, all six bacteria demonstrated a substantial increase in risk, becoming more pronounced as the CRC stage progressed. F. nucleatum exhibited the highest odds ratio (8.92, 95% confidence interval: 3.59-22.14). Notably, even after adjusting for dietary and lifestyle factors, the observed associations remained consistent. This study highlights the differential impact of particular intestinal microbiota on the probability of advanced adenoma and CRC while also considering dietary and lifestyle factors. F. nucleatum exhibited a significant stage-dependent increase in the risk of CRC.

    DOI: 10.1097/CEJ.0000000000000974

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  • Comparative genome analysis of the immunomodulatory ability of Lactiplantibacillus plantarum and Lactiplantibacillus pentosus from Japanese pickles. 国際誌

    Yiting Liu, Kazunori Sawada, Takahiko Adachi, Yuta Kino, Tingyu Yin, Naoyuki Yamamoto, Takuji Yamada

    mSystems   10 ( 5 )   e0157524   2025年5月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    UNLABELLED: Lactic acid bacteria (LAB) are pivotal in food preservation and exhibit immunomodulatory effects on interleukin-10 (IL-10) and interleukin-12 (IL-12) production. Lactiplantibacillus plantarum (L. plantarum) and Lactiplantibacillus pentosus (L. pentosus) from fermented food are known for their effect; however, a comprehensive comparative genome analysis is needed to identify the linked genes. Here, we investigated the immunomodulatory capability at the genome level of L. plantarum and L. pentosus strains isolated from Japanese pickles at the genome level, and we further identified their immunomodulation-associated genes using the potential-gene (PG) index derived from the Calinski-Harabasz (CH) index. The results revealed an immunostimulatory clade with strain-specific IL-10 and IL-12 induction and identified key genes via the PG index. Both genes across two species were shown to encode the enzyme TagF2, which is crucial for synthesizing poly-glycerol-3-phosphate type wall teichoic acid (poly-GroP WTA), indicating that TagF2 plays a potential role as an effective microbe-associated-molecular-pattern. In vivo analyses confirmed the IL-10-inducing ability of one strain, reinforcing the IL-10-stimulating capacity of its poly-GroP WTA. Subpotential genes in L. plantarum TagF2-possessing strains were linked to host‒cell interactions, suggesting that such strains play potential probiotic roles. Collectively, the PG index effectively identified immunomodulation-related genes, thus paving the way for the use of the PG index to detect potential health benefit-associated genes in other LAB species. IMPORTANCE: Lactic acid bacteria are pivotal in food preservation and exhibit immunomodulatory effects on interleukin-10 (IL-10) and interleukin-12 (IL-12) production. Lactiplantibacillus plantarum and Lactiplantibacillus pentosus from fermented food are known for such effect, yet comprehensive comparative genome analysis is needed to elucidate the linked genes of the two species. The significance of our research is in observing the immunostimulatory clade with strain-specific cytokine induction and identifying key immunostimulation-related genes encoding enzymes that are crucial for synthesizing a potentially effective microbe-associated-molecular-pattern using the potential-gene index across two species. The further in vivo validation reinforced the interleukin-10-stimulating capacity of the identified pattern, and the detected sub-potential genes in Lactiplantibacillus plantarum key-gene possessing strains implied the utility of potential-gene index in detecting potential health-benefit-associated genes in other lactic acid bacteria species.

    DOI: 10.1128/msystems.01575-24

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  • Patient-donor similarity and donor-derived species contribute to the outcome of fecal microbiota transplantation for ulcerative colitis. 国際誌

    Dai Ishikawa, Hikaru Watanabe, Kei Nomura, Xiaochen Zhang, Takafumi Maruyama, Rina Odakura, Masao Koma, Tomoyoshi Shibuya, Taro Osada, Shinji Fukuda, Taku Nakahara, Jun Terauchi, Akihito Nagahara, Takuji Yamada

    Journal of Crohn's & colitis   19 ( 4 )   2025年4月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    BACKGROUND AND AIMS: Clinical applications of fecal microbiota transplantation (FMT) for treating ulcerative colitis (UC) have shown promising results. However, whether the beneficial effects of FMT are due to the transfer and colonization of donor-derived species in patients remains unclear. Here, we investigated the factors affecting the efficacy of the administration of triple antibiotics (A-FMT) and the criteria for appropriate donor and patient-donor matching. METHODS: Ninety-seven patients with active UC who were enrolled between March 2014 and October 2019 underwent FMT. The clinical features were assessed based on a reduction in Lichtiger's clinical activity index 4 weeks after A-FMT, with long-term responders (LTR) defined as those with no increase or intensification within 12 months after A-FMT. Microbiome analysis was performed on 147 fecal samples (pre-A-FMT, post-A-FMT, and donor) from 49 patient-donor combinations that were assigned using the one-patient-to-one-donor strategy. RESULTS: Of the 97 patients, 61 achieved a clinical response, and of those, 35 were classified as having clinical remission. The efficacy of A-FMT was affected by UC severity and previous administration of steroids (P = .027), immunosuppressants (P = .049), and biologics (P = .029). Effective donors were rich in taxa such as Bacteroidota, which are lost in UC, and the abundances of "patient-origin" and "new-amplicon sequence variant" taxa were significantly lower in Responders compared to Nonresponders (Remission; P = .03, LTR; P = .05). "Donor-derived" amplicon sequence variant sequences, Oscillospiraceae UCG-002 and Alistipes, were significantly enriched in Responders (P < .05). Our results showed that the taxonomic composition of patients and the similarity of Bacteroides and butyric-acid-producing bacteria in the patient-donor microbiota significantly influenced A-FMT efficacy (P < .05). CONCLUSIONS: This study provides important insights for developing patient-tailored FMT-based therapies for UC.

    DOI: 10.1093/ecco-jcc/jjaf054

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  • DeepES: deep learning-based enzyme screening to identify orphan enzyme genes. 国際誌

    Keisuke Hirota, Felix Salim, Takuji Yamada

    Bioinformatics (Oxford, England)   41 ( 3 )   2025年3月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    MOTIVATION: Progress in sequencing technology has led to determination of large numbers of protein sequences, and large enzyme databases are now available. Although many computational tools for enzyme annotation were developed, sequence information is unavailable for many enzymes, known as orphan enzymes. These orphan enzymes hinder sequence similarity-based functional annotation, leading gaps in understanding the association between sequences and enzymatic reactions. RESULTS: Therefore, we developed DeepES, a deep learning-based tool for enzyme screening to identify orphan enzyme genes, focusing on biosynthetic gene clusters and reaction class. DeepES uses protein sequences as inputs and evaluates whether the input genes contain biosynthetic gene clusters of interest by integrating the outputs of the binary classifier for each reaction class. The validation results suggested that DeepES can capture functional similarity between protein sequences, and it can be implemented to explore orphan enzyme genes. By applying DeepES to 4744 metagenome-assembled genomes, we identified candidate genes for 236 orphan enzymes, including those involved in short-chain fatty acid production as a characteristic pathway in human gut bacteria. AVAILABILITY AND IMPLEMENTATION: DeepES is available at https://github.com/yamada-lab/DeepES. Model weights and the candidate genes are available at Zenodo (https://doi.org/10.5281/zenodo.11123900).

    DOI: 10.1093/bioinformatics/btaf053

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  • Metagenomic Analysis of Gut Microbiota for Abdominal Aortic Aneurysm.

    Eisaku Ito, Takao Ohki, Naoki Toya, Takuo Emoto, Tomoya Yamashita, Tomomi Sugiyama, Takuji Yamada, Hiroshi Mori, Atsushi Toyoda, Ken-Ichi Hirata

    Annals of vascular diseases   18 ( 1 )   2025年

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    Objectives: The pathophysiological mechanism of abdominal aortic aneurysm (AAA) remains unclear. We previously reported that Bifidobacterium adolescentis levels were reduced in the feces of patients with AAA by 16S ribosomal ribonucleic acid (RNA) gene sequencing. In this study, we increased the number of cases and conducted metagenomic analyses to examine bacterial genes associated with the pathophysiology of AAA. Methods: For gut microbiota data, feces from 55 patients with AAA and 52 patients with no history of AAA, lower extremity artery disease, or coronary artery disease (control group) were collected. Metagenomic analysis was performed by collecting raw stool samples from patients. For intestinal microbiota analysis, metagenomic analysis of the fecal samples was performed. Results: Oral bacteria, including Actinomyces oris (p <0.0001), Streptococcus salivarius (p <0.001), Lactobacillus salivarius (p <0.001), and Streptococcus sp. (p <0.001), were increased in the feces of patients with AAA. In addition, bacterial genes related to alpha lipoic acid (ALA) biosynthesis (M00882, M00883, and M00884, p <0.0001) were decreased in patients with AAA. Conclusions: In the feces of patients with AAA, there was an increase in oral bacteria, and the expression of bacterial genes related to ALA biosynthesis was reduced. The results suggest the possibility of developing gut microbial drug treatments for AAA.

    DOI: 10.3400/avd.oa.24-00105

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  • Automated Harmonization and Large-Scale Integration of Heterogeneous Biomedical Sample Metadata Using Large Language Models

    Koichi Higashi, Zenichi Nakagawa, Takuji Yamada, Hiroshi Mori

    2024年10月

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    出版者・発行元:Cold Spring Harbor Laboratory  

    The exponential growth of biomedical data has created an urgent need for efficient integration and analysis of heterogeneous sample metadata across studies. However, current methods for harmonizing and standardizing these metadata are largely manual, time-consuming, and prone to inconsistencies. Here, we present a novel computational framework that leverages large language models (LLMs) to automate the harmonization and large-scale integration of diverse biomedical sample metadata. Our approach combines semantic clustering techniques with LLM-driven natural language processing to extract, interpret, and standardize metadata from various sources, including research papers, supplementary tables, and text data from public databases. We demonstrate the efficacy of our framework by applying it to thousands of human gut microbiome papers, successfully extracting and integrating metadata from over 400,000 samples. Our method achieved a 50% recovery rate of manually curated metadata, significantly outperforming traditional rule-based methods. Furthermore, our framework enabled the creation of a unified, searchable database of standardized metadata, facilitating cross-study analyses and revealing previously obscured patterns in microbiome composition across diverse populations and conditions. The scalability and adaptability of our approach suggest its potential applicability to a wide range of biomedical fields, potentially accelerating meta-analyses and fostering new insights from existing data. This work represents a significant advancement in biomedical data integration, offering a powerful tool for researchers to unlock the full potential of accumulated scientific knowledge.

    DOI: 10.1101/2024.10.26.620145

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  • Fusobacterium species are distinctly associated with patients with Lynch Syndrome colorectal cancer 査読

    Felix Salim, Sayaka Mizutani, Satoshi Shiba, Hiroyuki Takamaru, Masayoshi Yamada, Takeshi Nakajima, Tatsuo Yachida, Tomoyoshi Soga, Yutaka Saito, Shinji Fukuda, Shinichi Yachida, Takuji Yamada

    iScience   110181 - 110181   2024年6月

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    担当区分:責任著者   掲載種別:研究論文(学術雑誌)   出版者・発行元:Elsevier BV  

    DOI: 10.1016/j.isci.2024.110181

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  • Intestinal Bacteria Fluctuating in Early-Stage Colorectal Cancer Carcinogenesis are Associated with Diet in Healthy Adults. 国際誌

    Nobuhiro Narii, Ling Zha, Tomotaka Sobue, Tetsuhisa Kitamura, Masayo Komatsu, Yoshimitsu Shimomura, Satoshi Shiba, Sayaka Mizutani, Takuji Yamada, Shinichi Yachida

    Nutrition and cancer   1 - 8   2024年4月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    This hospital-based, cross-sectional study aimed to explore the association between diet and fluctuating intestinal bacteria in early-stage colorectal cancer (CRC) (Atopobium parvulum, Actinomyces odontolyticus, Solobacterium moorei, and Bifidobacterium longum). Healthy participants (n = 212) who underwent total colonoscopy at National Cancer Center Hospital (Tokyo, Japan) were divided into two groups according to the relative abundance of bacteria in their feces: those in the top 25% of relative bacterial abundance as cases and the bottom 25% as controls. The participants were divided into three groups (low, medium, and high) according to their intake of food groups associated with CRC. Multivariable logistic regression analysis was conducted to estimate the association between dietary intake and higher relative abundance of bacteria. Dairy products were inversely associated with a higher relative abundance of A. parvulum, A. odontolyticus, and S. moorei, with odds ratios (high vs. low) and 95% confidence interval as follows: 0.16 (0.06-0.44), 0.25 (0.08-0.82), and 0.29 (0.11-0.78), respectively. Additionally, dietary fiber was inversely associated with a higher relative abundance of S.moorei (0.29 [0.11-0.78]). No association was observed between diet and B.longum. In conclusion, healthy adults with a higher intake of dairy products and fiber had lower odds of having a higher relative abundance of CRC-associated microbiota.

    DOI: 10.1080/01635581.2024.2344257

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共同研究・競争的資金等の研究課題

  • 運動と食生活による前立腺癌の増殖制御の解明と革新的ながん予防への展開

    研究課題/領域番号:25K02772  2025年4月 - 2028年3月

    日本学術振興会  科学研究費助成事業  基盤研究(B)

    波多野 浩士, 森井 英一, 山田 拓司, 谷内田 真一, 野々村 祝夫, 松下 慎, 藤田 和利, 林 拓自, 岡 利樹, 岡田 随象, 中村 昇太, 谷 優

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    配分額:18850000円 ( 直接経費:14500000円 、 間接経費:4350000円 )

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  • 先進ゲノム解析研究推進プラットフォーム

    研究課題/領域番号:22H04925  2022年4月 - 2028年3月

    日本学術振興会  科学研究費助成事業  学術変革領域研究(学術研究支援基盤形成)

    黒川 顕, 川嶋 実苗, 豊田 敦, 鈴木 穣, 林 哲也, 中村 保一, 森 宙史, 野口 英樹, 浅井 潔, 岩崎 渉, 森下 真一, 笠原 雅弘, 伊藤 武彦, 瀬々 潤, 中谷 明弘, 島村 徹平, 波江野 洋, 熊谷 雄太郎, 高橋 弘喜, 平川 英樹, 浜田 道昭, 山田 拓司

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    配分額:7732140000円 ( 直接経費:5947800000円 、 間接経費:1784340000円 )

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  • 遺伝的素因、生活習慣、腸内細菌叢の多面的解析に基づく前立腺癌の早期診断戦略の構築

    研究課題/領域番号:22H03212  2022年4月 - 2026年3月

    日本学術振興会  科学研究費助成事業  基盤研究(B)

    野々村 祝夫, 柴 知史, 山田 拓司, 谷内田 真一, 松下 慎, 藤田 和利, 波多野 浩士, 岡田 随象, 中村 昇太

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    配分額:17290000円 ( 直接経費:13300000円 、 間接経費:3990000円 )

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  • 遺伝的素因、生活習慣、腸内細菌叢の多面的解析に基づく前立腺癌の早期診断戦略の構築

    研究課題/領域番号:23K24471  2022年4月 - 2026年3月

    日本学術振興会  科学研究費助成事業  基盤研究(B)

    野々村 祝夫, 柴 知史, 山田 拓司, 谷内田 真一, 松下 慎, 藤田 和利, 波多野 浩士, 岡田 随象, 中村 昇太

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    配分額:17290000円 ( 直接経費:13300000円 、 間接経費:3990000円 )

    ショットガン解析では前立腺生検で陰性であった58名と前立腺癌と診断された104名の合計162名の直腸診時の便スワブよりDNAを抽出し、ショットガン解析を行った。その結果前立腺癌と統計学的に有意に関係のある特定の細菌は認めなかった。また特定の遺伝子も認めなかった。一方Gene Set Enrichment Analysis (GSEA)を行うと18の細菌のPathwayが前立腺癌と有意に関係していた。その中で2番めにLipopolysaccharide biosynthesisのpathwayが有意に前立腺癌と関連していた。これらの知見は、我々のこれまでの動物モデルによる知見と一致している。前立腺癌の遺伝的素因をPolygenetic risk socre(PRS)を用いて検討を行い、前立腺癌の発症リスクと有意に関連するPRSを作成したところ、PRSはLPS synthesis pathwayと有意に関連しており、また更に前立腺癌の有無の関係なくPRSはLPS pathwayと関連していた。
    さらに、登録患者の生活習慣アンケートの結果も集計がほぼ終了し、生活習慣と特定の細菌叢との関連を順に調べている。その際、癌ありと癌なしで、significant cancerかで有意差のある細菌叢を調べるのが妥当と考えている。さらには、アンドロゲンの代謝産物にも着目して、癌の有無、代謝産物の毛中あるいは便中の濃度と細菌叢との相互関連を解析中である。
    これらの人における解析に加えて、PTEN Knockout mousの前立腺発がんモデルにおいて、検証実験も行ってきた。

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