Kaga Akito

カガアキト | Kaga Akito

Affiliation and department：
Job title： Unit leader

Research field (5)： Plant genetics and breeding , Genetics , Biological resource conservation , Systems genomics , Genomics

Research keywords (21)： Domestication , GWAS , High-throughput phenotyping , Drone remote sensing , Genomic selection , Genetic resources , Molecular marker , 遺伝子浸透 , QTL , ゲノム , アズキ亜属 , アズキ , ツルマメ , ダイズ , introgression , QTL , Glycine , Vigna , azuki bean , soybean , legume

Research theme for competitive and other funds (13)：

2022 - 2025 Finding novel alleles in soybean - Development of a resource set of primitive soybeans
2022 - 2025 Development and implementation of a small-scale and highly efficient genomic selection method using "look-ahead" based on reinforcement learning
2019 - 2022 A study of mechanisms controlling transposable elements in plant gametophytes
2018 - 2021 Function analysis and application of flowering-related genes involved in soybean ripening period
2006 - 2008 Comparison of Asian warm weather legume genomes: identification of species specific QTL for crop improvement

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Papers (119)：

Yusuke Toda, Goshi Sasaki, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Hiromi Kajiya-Kanegae, Hisashi Tsujimoto, Akito Kaga, et al. Reaction norm for genomic prediction of plant growth: modeling drought stress response in soybean. 2023
Kengo Sakurai, Yusuke Toda, Kosuke Hamazaki, Yoshihiro Ohmori, Yuji Yamasaki, Hirokazu Takahashi, Hideki Takanashi, Mai Tsuda, Hisashi Tsujimoto, Akito Kaga, et al. Random regression for modeling soybean plant response to irrigation changes using time-series multispectral data. Frontiers in Plant Science. 2023. 14
TAKAHASHI Yu, TAKESHIMA Ryoma, KAGA Akito. Soybean breeding learning from pulses. Journal of the NARO Research and Development. 2023. 2023. 13. 81-87
Hinako Matsuda, Yumi Yamazaki, Eiko Moriyoshi, Masaru Nakayasu, Shinichi Yamazaki, Yuichi Aoki, Hisabumi Takase, Shin Okazaki, Atsushi J Nagano, Akito Kaga, et al. Apoplast-Localized β-Glucosidase Elevates Isoflavone Accumulation in the Soybean Rhizosphere. Plant And Cell Physiology. 2023. 64. 5. 486-500
Jiangsan Zhao, Akito Kaga, Tetsuya Yamada, Kunihiko Komatsu, Kaori Hirata, Akio Kikuchi, Masayuki Hirafuji, Seishi Ninomiya, Wei Guo. Improved Field-Based Soybean Seed Counting and Localization with Feature Level Considered. Plant Phenomics. 2023. 5

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MISC (327)：

福本勇太, CHEN T., CHEN T., 戸田悠介, 大森良弘, 山崎裕司, 高橋宏和, 高梨秀樹, 津田麻衣, 平井優美, et al. Fusion of UAV remote sensing data and hand-measured data based on a nonlinear growth model. 育種学研究. 2023. 25
松田陽菜子, 山崎由実, 森吉英子, 中安大, 山崎真一, 青木裕一, 高瀬尚文, 岡崎伸, 永野惇, 永野惇, et al. Analysis of a β-glucosidase involved in the accumulation of isoflavone in soybean rhizosphere. 日本農芸化学会大会講演要旨集(Web). 2023. 2023
岩田洋佳, 戸田悠介, 櫻井建吾, 藤佑志郎, 大森良弘, 山崎裕司, 高橋宏和, 高梨秀樹, 津田麻衣, 鐘ケ江弘美, et al. Selection of cross combinations based on genomic-ionomic prediction models: application to the breeding of drought tolerant soybean lines. 育種学研究. 2023. 25
LI F., 竹島亮馬, 加藤信, 矢野亮一, MATTHEW Shenton, 平賀勧, 加賀秋人, 羽鹿牧太, 石本政男. Dissection of the genetic architecture for soybean seed weight by GWAS and validation using RIL populations. 育種学研究. 2022. 24
岩田洋佳, 戸田悠介, 藤佑志郎, 大森良弘, 山崎裕司, 高橋宏和, 高梨秀樹, 津田麻衣, 鐘ケ江弘美, 平井優美, et al. Using multi-omics data as an intermediate phenotype to improve the accuracy of genomic prediction. 育種学研究. 2022. 24

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Patents (7)：

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Books (5)：

東アジア原産有用植物と照葉樹林帯の民族文化
北海道大学出版会 2013 ISBN:9784832982062
Mungbean, Chapter 10
Genetic Resources, chromosome engineering, and crop improvement. Grain legumes. CRC Press, Boca Raton, FL 2005
Azuki bean, Chapter 11
Genetic Resources, chromosome engineering, and crop improvement. Grain legumes. CRC Press, Boca Raton, FL 2005
アズキの分子生物学
北海道アズキ物語 2004
新しいアズキをデザインするための素材
北海道アズキ物語 2004

Education (2)：

Kobe University
Kobe University

Professional career (1)：

Work history (9)：

2021/04 - 現在農研機構・作物研究部門作物デザイン研究領域作物遺伝子機能評価グループ主席研究員
2017/04 - 2021/03 Institute of Crop Science Soybean and field Crop Applied Genomics Research Unit Unit leader
2016/04 - 2017/03 遺伝資源センター調整室(植物多様性活用チーム兼任) 上級研究員
2011/04 - 2016/03 National Institute of Agrobiological Sciences
平成19年-22年同上ダイズゲノム研究チーム主任研究員、ジーンバンク併任

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Awards (11)：

2016/03 - 日本育種学会第129回講演会優秀発表賞1 ダイズにおけるタンパク質含有量のゲノム予測と選抜の試行
2015/03 - 日本育種学会第127回講演会優秀発表賞2 ダイズの開花期関連遺伝子型構成の改変による収量性向上の可能性
2015/03 - 日本育種学会第127回講演会優秀発表賞1 エンレイ高頻度突然変異体ライブラリーの作出と次世代シーケンサーによる突然変異検索方法の開発
2014/03 - 日本育種学会第125回講演会優秀発表賞2 アズキのゲノム解読と近縁種との比較ゲノム解析
2014/03 - 日本育種学会第125回講演会優秀発表賞1 ダイズミニコアコレクションにおける難解析形質のゲノムワイド関連解析

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Association Membership(s) (3)：

日本熱帯農業学会 , 日本分子生物学会 , 日本育種学会

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