Unique metabolite profiles of Indonesian cocoa beans from different origins and their correlation with temperature
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Hanifah, Abu
[1
]
Firmanto, Hendy
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Indonesian Coffee & Cocoa Res Inst, Jl PB Sudirman 90, Jember 68118, Jawa Timur, IndonesiaOsaka Univ, Grad Sch Engn, Dept Biotechnol, 2-1 Yamadaoka, Suita, Osaka 5650871, Japan
Firmanto, Hendy
[2
]
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Putri, Sastia Prama
[1
,3
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Fukusaki, Eiichiro
[1
,3
,4
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[1] Osaka Univ, Grad Sch Engn, Dept Biotechnol, 2-1 Yamadaoka, Suita, Osaka 5650871, Japan
[2] Indonesian Coffee & Cocoa Res Inst, Jl PB Sudirman 90, Jember 68118, Jawa Timur, Indonesia
[3] Osaka Univ, Inst Open & Transdisciplinary Res Initiat, Ind Biotechnol Initiat Div, Suita, Osaka 5650871, Japan
[4] Osaka Univ, Shimadzu Omics Innovat Res Labs, Suita, Osaka 5650871, Japan
Chocolate flavors vary depending on the origin of the cocoa beans used. Differences in soil, microorganisms, and environmental factors contribute to the formation of flavor precursors in cocoa beans. During cocoa bean fermentation, environmental temperature has been shown to alter metabolite concentrations. However, the correlation between the metabolite profile of cocoa beans and the temperature of their region of origin has not been fully defined. In this study, the metabolite profiles of Indonesian cocoa beans of various origins were evaluated using gas chromatography/mass spectrometry-based analysis, and were found to differ depending on the origin of the bean. Subsequently, the correlation between metabolite profile and environmental temperature of the origin was assessed using orthogonal projection to latent structure regression (OPLS-R) analysis. The analysis revealed that seven metabolites were associated with temperature: gamma-aminobutyric acid (GABA), ethanolamine, glycerol, isocitric acid D citric acid, succinic acid, malic acid, and saccharic acid. The findings of this study will be valuable to chocolate industries for the production of single-origin chocolates. (C) 2022, The Society for Biotechnology, Japan. All rights reserved.
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Indonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Sari, Ariza Budi Tunjung
Fahrurrozi, Tri
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Natl Res & Innovat Agcy NRIA, Res Ctr Marine & Land Bioind RCMLB, Jl Raya Senggigi, Jakarta 83352, West Nusa Tengg, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Fahrurrozi, Tri
Marwati, Tri
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Natl Res & Innovat Agcy NRIA, Res Ctr Food Technol & Proc RCFTP, Yogyakarta 55861, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Marwati, Tri
Djaafar, Titiek Farianti
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Natl Res & Innovat Agcy NRIA, Res Ctr Food Technol & Proc RCFTP, Yogyakarta 55861, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Djaafar, Titiek Farianti
Hatmi, Retno Utami
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Natl Res & Innovat Agcy NRIA, Res Ctr Food Technol & Proc RCFTP, Yogyakarta 55861, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Hatmi, Retno Utami
Purwaningsih, Puspita
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Indonesia Minist Agr, Asessment Inst Agr Technol AIAT Yogyakarta, Jl Stad Maguwoharjo 22, Yogyakarta 55584, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Purwaningsih, Puspita
Wanita, Yeyen Prestyaning
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Natl Res & Innovat Agcy NRIA, Res Ctr Food Technol & Proc RCFTP, Yogyakarta 55861, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Wanita, Yeyen Prestyaning
Lisdiyanti, Puspita
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Natl Res & Innovat Agcy NRIA, Res Ctr Biosystemat & Evolut RCBE, Cibinong 16911, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Lisdiyanti, Puspita
Perwitasari, Urip
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Natl Res & Innovat Agcy NRIA, Res Ctr Appl Microbiol RCAM, Jl Raya Jakarta Bogor Km 46, Cibinong 16911, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Perwitasari, Urip
Juanssilfero, Ario Betha
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Natl Res & Innovat Agcy NRIA, Res Ctr Appl Microbiol RCAM, Jl Raya Jakarta Bogor Km 46, Cibinong 16911, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
Juanssilfero, Ario Betha
Rahayu, Endang Sutriswati
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Gadjah Mada Univ, Ctr Food & Nutr Studies, Yogyakarta 55281, IndonesiaIndonesian Coffee & Cocoa Res Inst ICCRI, Jember 68118, Indonesia
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Univ Putra Malaysia, Fac Food Sci & Biotechnol, Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Fac Food Sci & Biotechnol, Serdang 43400, Selangor, Malaysia
Jinap, S
Rosli, WIW
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机构:Univ Putra Malaysia, Fac Food Sci & Biotechnol, Serdang 43400, Selangor, Malaysia
Rosli, WIW
Russly, AR
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机构:Univ Putra Malaysia, Fac Food Sci & Biotechnol, Serdang 43400, Selangor, Malaysia
Russly, AR
Nordin, LM
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机构:Univ Putra Malaysia, Fac Food Sci & Biotechnol, Serdang 43400, Selangor, Malaysia
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Nanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Nanning Normal Univ, Key Lab Beibu Gulf Environm Change & Resources Uti, Minist Educ, Nanning 530001, Peoples R ChinaNanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Peng, Yujiao
Li, Meixin
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Nanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Nanning Normal Univ, Key Lab Beibu Gulf Environm Change & Resources Uti, Minist Educ, Nanning 530001, Peoples R ChinaNanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Li, Meixin
Song, Fangfei
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Nanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Nanning Normal Univ, Key Lab Beibu Gulf Environm Change & Resources Uti, Minist Educ, Nanning 530001, Peoples R ChinaNanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Song, Fangfei
Liu, Shuilan
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Nanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Nanning Normal Univ, Key Lab Beibu Gulf Environm Change & Resources Uti, Minist Educ, Nanning 530001, Peoples R ChinaNanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Liu, Shuilan
Qin, Yuxiang
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Nanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Nanning Normal Univ, Key Lab Beibu Gulf Environm Change & Resources Uti, Minist Educ, Nanning 530001, Peoples R ChinaNanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Qin, Yuxiang
Hu, Baoqing
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Nanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Nanning Normal Univ, Key Lab Beibu Gulf Environm Change & Resources Uti, Minist Educ, Nanning 530001, Peoples R ChinaNanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Hu, Baoqing
Cui, Xueyu
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Nanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China
Nanning Normal Univ, Key Lab Beibu Gulf Environm Change & Resources Uti, Minist Educ, Nanning 530001, Peoples R ChinaNanning Normal Univ, Guangxi Geog Indicat Crops Res Ctr Big Data Min &, Nanning 530001, Peoples R China