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Yamaguchi H, Takahashi K, Tatsumi M, Tagami U, Mizukoshi T, Miyano H, Sugiki M. Development of a novel single-chain l-glutamate oxidase from Streptomyces sp. X-119-6 by inserting flexible linkers. Enzyme Microb Technol 2023; 170:110287. [PMID: 37487431 DOI: 10.1016/j.enzmictec.2023.110287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 07/09/2023] [Accepted: 07/11/2023] [Indexed: 07/26/2023]
Abstract
L-glutamate oxidase (LGOX, EC: 1.4.3.11) is an oxidoreductase that catalyzes L-glutamate deamination. LGOX from Streptomyces sp. X-119-6 is used widely for L-glutamate quantification in research and industrial applications. This enzyme encoded as a single precursor chain that undergoes post-translational cleavage to four fragments by an endogenous protease to become highly active. Efficient preparation of active LGOX by heterologous expression without proteolysis process should be indispensable for wide application of this enzyme. Thus, developing an LGOX that requires no protease treatment should expand the potential applications of recombinant LGOX. In this report, we succeeded in obtaining an active single-chain LGOX by connecting the four fragments of the mature form with insertion of flexible linkers. The most active single-chain mutant showed the similar activity to that of the mature form from Streptomyces sp. X-119-6. The structure of this mutant was determined at 2.9 Å resolution by X-ray crystallography. It was revealed that this single-stranded mutant had the similar conformation to that of mature form. This single-chain LGOX can be produced efficiently and should expand LGOX applications.
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Affiliation(s)
- Hiroki Yamaguchi
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan.
| | - Kazutoshi Takahashi
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Moemi Tatsumi
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Uno Tagami
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Toshimi Mizukoshi
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Hiroshi Miyano
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Masayuki Sugiki
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan.
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Nakata K, Kashiwagi T, Kunishima N, Naitow H, Matsuura Y, Miyano H, Mizukoshi T, Tono K, Yabashi M, Nango E, Iwata S. Ambient temperature structure of phosphoketolase from Bifidobacterium longum determined by serial femtosecond X-ray crystallography. Acta Crystallogr D Struct Biol 2023; 79:290-303. [PMID: 36974963 DOI: 10.1107/s2059798323001638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 02/23/2023] [Indexed: 03/29/2023] Open
Abstract
Phosphoketolase and transketolase are thiamine diphosphate-dependent enzymes and play a central role in the primary metabolism of bifidobacteria: the bifid shunt. The enzymes both catalyze phosphorolytic cleavage of xylulose 5-phosphate or fructose 6-phosphate in the first reaction step, but possess different substrate specificity in the second reaction step, where phosphoketolase and transketolase utilize inorganic phosphate (Pi) and D-ribose 5-phosphate, respectively, as the acceptor substrate. Structures of Bifidobacterium longum phosphoketolase holoenzyme and its complex with a putative inhibitor, phosphoenolpyruvate, were determined at 2.5 Å resolution by serial femtosecond crystallography using an X-ray free-electron laser. In the complex structure, phosphoenolpyruvate was present at the entrance to the active-site pocket and plugged the channel to thiamine diphosphate. The phosphate-group position of phosphoenolpyruvate coincided well with those of xylulose 5-phosphate and fructose 6-phosphate in the structures of their complexes with transketolase. The most striking structural change was observed in a loop consisting of Gln546-Asp547-His548-Asn549 (the QN-loop) at the entrance to the active-site pocket. Contrary to the conformation of the QN-loop that partially covers the entrance to the active-site pocket (`closed form') in the known crystal structures, including the phosphoketolase holoenzyme and its complexes with reaction intermediates, the QN-loop in the current ambient structures showed a more compact conformation with a widened entrance to the active-site pocket (`open form'). In the phosphoketolase reaction, the `open form' QN-loop may play a role in providing the binding site for xylulose 5-phosphate or fructose 6-phosphate in the first step, and the `closed form' QN-loop may help confer specificity for Pi in the second step.
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Affiliation(s)
- Kunio Nakata
- Research Institute for Bioscience Products and Fine Chemicals, Ajinomoto Co. Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Tatsuki Kashiwagi
- Research Institute for Bioscience Products and Fine Chemicals, Ajinomoto Co. Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Naoki Kunishima
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
| | - Hisashi Naitow
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
| | - Yoshinori Matsuura
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
| | - Hiroshi Miyano
- Research Institute for Bioscience Products and Fine Chemicals, Ajinomoto Co. Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Toshimi Mizukoshi
- Research Institute for Bioscience Products and Fine Chemicals, Ajinomoto Co. Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Kensuke Tono
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
| | - Makina Yabashi
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
| | - Eriko Nango
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
| | - So Iwata
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
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Karakawa S, Smriga M, Arashida N, Nakayama A, Miyano H. Analytical Chemistry of Impurities in Amino Acids Used as Nutrients: Recommendations for Regulatory Risk Management. Nutrients 2022; 14:nu14142838. [PMID: 35889795 PMCID: PMC9319416 DOI: 10.3390/nu14142838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 07/05/2022] [Accepted: 07/08/2022] [Indexed: 12/05/2022] Open
Abstract
Proteinogenic amino acids are natural nutrients ingested daily from standard foods. Commercially manufactured amino acids are added to a wide range of nutritional products, including dietary supplements and regular foods. Currently, the regulatory risk management of amino acids is conducted by means of setting daily maximum limits of intake. However, there have been no reported adverse effects of amino acid overdosing, while impurities in low-quality amino acids have been identified as causative agents in several health hazard events. This paper reviews the analytical chemistry of impurities in amino acids and highlights major variations in the purity of commercial products. Furthermore, it examines the international standards and global regulatory risk assessment of amino acids utilized in dietary supplements and foods, recommending (1) further research on analytical methods that can comprehensively separate impurities in amino acids, and (2) re-focusing on the regulatory risk management of amino acids to the analytical chemistry of impurities.
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Affiliation(s)
- Sachise Karakawa
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., Kawasaki 210-8681, Japan; (N.A.); (A.N.); (H.M.)
- Correspondence:
| | - Miro Smriga
- Quality Assurance Department, Ajinomoto Co., Inc., Tokyo 104-8315, Japan;
| | - Naoko Arashida
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., Kawasaki 210-8681, Japan; (N.A.); (A.N.); (H.M.)
| | - Akira Nakayama
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., Kawasaki 210-8681, Japan; (N.A.); (A.N.); (H.M.)
| | - Hiroshi Miyano
- Research Institute for Bioscience Products & Fine Chemicals, Ajinomoto Co., Inc., Kawasaki 210-8681, Japan; (N.A.); (A.N.); (H.M.)
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Oda Y, Nakata K, Miyano H, Mizukoshi T, Yamaguchi H, Kashiwagi T. Erratum to: Structural insights into the enhanced thermostability of cysteine substitution mutants of L-histidine decarboxylase from Photobacterium phosphoreum. J Biochem 2022; 171:599. [PMID: 35259268 DOI: 10.1093/jb/mvac018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/01/2021] [Indexed: 11/12/2022] Open
Affiliation(s)
- Yuki Oda
- Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan
| | - Kunio Nakata
- Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan
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Oda Y, Nakata K, Miyano H, Mizukoshi T, Yamaguchi H, Kashiwagi T. Structural insights into the enhanced thermostability of cysteine substitution mutants of L-histidine decarboxylase from Photobacterium phosphoreum. J Biochem 2022; 171:467. [PMID: 35137094 DOI: 10.1093/jb/mvab152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/01/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Yuki Oda
- Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan
| | - Kunio Nakata
- Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan
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Oda Y, Nakata K, Miyano H, Mizukoshi T, Yamaguchi H, Kashiwagi T. Erratum to: Structural insights into the enhanced thermostability of cysteine substitution mutants of L-histidine decarboxylase from Photobacterium phosphoreum. J Biochem 2022; 171:471. [PMID: 35090010 DOI: 10.1093/jb/mvac009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/01/2021] [Indexed: 11/12/2022] Open
Affiliation(s)
- Yuki Oda
- Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan
| | - Kunio Nakata
- Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan
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Oda Y, Nakata K, Miyano H, Mizukoshi T, Yamaguchi H, Kashiwagi T. Structural insights into the enhanced thermostability of cysteine substitution mutants of L-histidine decarboxylase from Photobacterium phosphoreum. J Biochem 2021; 171:31-40. [PMID: 34622278 DOI: 10.1093/jb/mvab103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/01/2021] [Indexed: 11/13/2022] Open
Abstract
Enzymatic amino acid assays are important in physiological research and clinical diagnostics because abnormal amino acid concentrations in biofluids are associated with various diseases. L-histidine decarboxylase from Photobacterium phosphoreum (PpHDC) is a pyridoxal 5'-phosphate-dependent enzyme and a candidate for use in an L-histidine quantitation assay. Previous cysteine substitution experiments demonstrated that the PpHDC C57S mutant displayed improved long-term storage stability and thermostability when compared with those of the wild-type enzyme. In this study, combinational mutation experiments of single cysteine substitution mutants of PpHDC were performed, revealing that the PpHDC C57S/C101V/C282V mutant possessed the highest thermostability. The stabilizing mechanism of these mutations were elucidated by solving the structures of PpHDC C57S and C57S/C101V/C282V mutants by X-ray crystallography. In the crystal structures, two symmetry-related PpHDC molecules form a domain-swapped homodimer. The side chain of S57 is solvent exposed in the structure, indicating that the C57S mutation eliminates chemical oxidation or disulfide bond formation with a free thiol group, thereby providing greater stability. Residues 101 and 282 form hydrophobic interactions with neighboring hydrophobic residues. Mutations C101V and C282V enhanced thermostability of PpHDC by filling a cavity present in the hydrophobic core (C101V) and increasing hydrophobic interactions.
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Affiliation(s)
- Yuki Oda
- Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan
| | - Kunio Nakata
- Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan
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Mogami H, Onoike Y, Miyano H, Arakawa K, Inoue H, Sakae K, Kawakami T. Correction to: Lung cancer screening by single-shot dual-energy subtraction using flat-panel detector. Jpn J Radiol 2021; 39:1174. [PMID: 34331236 DOI: 10.1007/s11604-021-01185-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Hiroshi Mogami
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan.
| | - Yumiko Onoike
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Hiroshi Miyano
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Kenji Arakawa
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Hiromi Inoue
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Kouji Sakae
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Toshiaki Kawakami
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
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Mogami H, Onoike Y, Miyano H, Arakawa K, Inoue H, Sakae K, Kawakami T. Lung cancer screening by single-shot dual-energy subtraction using flat-panel detector. Jpn J Radiol 2021; 39:1168-1173. [PMID: 34173973 PMCID: PMC8639557 DOI: 10.1007/s11604-021-01163-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 06/20/2021] [Indexed: 11/28/2022]
Abstract
Purpose The purpose of this study was to evaluate the usefulness of single-shot dual-energy subtraction (DES) method using a flat-panel detector for lung cancer screening Materials and methods The subjects were 13,315 residents (5801 males and 7514 females) aged 50 years or older (50–97 years, with an intermediate value of 68 years) who underwent lung cancer screening for a period of 1 year and 6 months from January 2019 to June 2020. We investigated whether the number of lung cancers detected, the detection rate, and the rate of required scrutiny changed, when DES images were added to the judgment based on conventional chest radiography. Results When DES images were added, the number and percentage of cancer detection increased from 16 (0.12%) to 23 (0.17%) (P < 0.05). Five of the newly detected 7 lung cancers were in the early stages of resectable cancer. The rate of participants requiring scrutiny increased slightly from 1.1 to 1.3%. Conclusion DES method improved the detection of lung cancer in screening. The increase in the percentage of participants requiring scrutiny was negligible.
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Affiliation(s)
- Hiroshi Mogami
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan.
| | - Yumiko Onoike
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Hiroshi Miyano
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Kenji Arakawa
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Hiromi Inoue
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Kouji Sakae
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
| | - Toshiaki Kawakami
- Ehime General Healthcare Association, 1-10-5, Misake-cho, Matsuyama, Ehime, 790-0814, Japan
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Tatsumi M, Hoshino W, Kodama Y, Ueatrongchit T, Takahashi K, Yamaguchi H, Tagami U, Miyano H, Asano Y, Mizukoshi T. Development of a rapid and simple glycine analysis method using a stable glycine oxidase mutant. Anal Biochem 2019; 587:113447. [PMID: 31562850 DOI: 10.1016/j.ab.2019.113447] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 09/06/2019] [Accepted: 09/19/2019] [Indexed: 11/27/2022]
Abstract
Glycine analysis is important in research fields such as physiology and healthcare because the concentration of glycine in human plasma has been reported to change with various disorders. Glycine oxidase from Bacillus subtilis (GlyOX) is useful for quantitative analysis of glycine. However, GlyOX is not sufficiently stable for use in physiology-based research or clinical settings. In this report, site-directed mutagenesis was used to engineer a GlyOX mutant suitable for glycine analysis. The GlyOX triple-mutant (T42 A/C245 S/L301V) retained most of its enzymatic activity during storage for over a year at 4 °C. A colorimetric enzyme analysis protocol was established using the GlyOX triple-mutant to determine glycine concentrations in human plasma. The analysis showed high accuracy (-5.4 to 3.5% relative errors when compared with the results from an amino acid analyzer, and 96.0-98.7% recoveries) and high precision (<4% between-run variation). Sample pretreatments of deproteinization and derivatization were not required. Therefore, this novel enzymatic analysis offers an effective and useful method for determining glycine concentrations in physiology related research and the healthcare field.
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Affiliation(s)
- Moemi Tatsumi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Wataru Hoshino
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Yuya Kodama
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Techawaree Ueatrongchit
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama, 939-0398, Japan
| | - Kazutoshi Takahashi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Hiroki Yamaguchi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Uno Tagami
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Hiroshi Miyano
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Yasuhisa Asano
- Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama, 939-0398, Japan
| | - Toshimi Mizukoshi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan.
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Yamaguchi H, Nakata K, Tatsumi M, Sugiki M, Miyano H, Mizukoshi T. Development of a novel l-histidine assay method using histamine dehydrogenase and a stable mutant of histidine decarboxylase. Anal Biochem 2019; 570:13-20. [DOI: 10.1016/j.ab.2018.12.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 12/19/2018] [Accepted: 12/21/2018] [Indexed: 02/07/2023]
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Imaizumi A, Adachi Y, Kawaguchi T, Higasa K, Tabara Y, Sonomura K, Sato TA, Takahashi M, Mizukoshi T, Yoshida HO, Kageyama N, Okamoto C, Takasu M, Mori M, Noguchi Y, Shimba N, Miyano H, Yamada R, Matsuda F. Genetic basis for plasma amino acid concentrations based on absolute quantification: a genome-wide association study in the Japanese population. Eur J Hum Genet 2019; 27:621-630. [PMID: 30659259 PMCID: PMC6460579 DOI: 10.1038/s41431-018-0296-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 10/15/2018] [Accepted: 10/25/2018] [Indexed: 12/02/2022] Open
Abstract
To assess the use of plasma free amino acids (PFAAs) as biomarkers for metabolic disorders, it is essential to identify genetic factors that influence PFAA concentrations. PFAA concentrations were absolutely quantified by liquid chromatography–mass spectrometry using plasma samples from 1338 Japanese individuals, and genome-wide quantitative trait locus (QTL) analysis was performed for the concentrations of 21 PFAAs. We next conducted a conditional QTL analysis using the concentration of each PFAA adjusted by the other 20 PFAAs as covariates to elucidate genetic determinants that influence PFAA concentrations. We identified eight genes that showed a significant association with PFAA concentrations, of which two, SLC7A2 and PKD1L2, were identified. SLC7A2 was associated with the plasma levels of arginine and ornithine, and PKD1L2 with the level of glycine. The significant associations of these two genes were revealed in the conditional QTL analysis, but a significant association between serine and the CPS1 gene disappeared when glycine was used as a covariate. We demonstrated that conditional QTL analysis is useful for determining the metabolic pathways predominantly used for PFAA metabolism. Our findings will help elucidate the physiological roles of genetic components that control the metabolism of amino acids.
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Affiliation(s)
- Akira Imaizumi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan.
| | - Yusuke Adachi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Takahisa Kawaguchi
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, 606-8507, Japan
| | - Koichiro Higasa
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, 606-8507, Japan.,Department of Genome Analysis, Institute of Biomedical Science, Kansai Medical University, Hirakata, Osaka, 573-1010, Japan
| | - Yasuharu Tabara
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, 606-8507, Japan
| | - Kazuhiro Sonomura
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, 606-8507, Japan.,Life Science Laboratories, Shimadzu Corporation, Seika, Kyoto, 619-0237, Japan
| | - Taka-Aki Sato
- Life Science Laboratories, Shimadzu Corporation, Seika, Kyoto, 619-0237, Japan
| | - Meiko Takahashi
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, 606-8507, Japan
| | - Toshimi Mizukoshi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Hiro-O Yoshida
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Naoko Kageyama
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Chisato Okamoto
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Mariko Takasu
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Maiko Mori
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Yasushi Noguchi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Nobuhisa Shimba
- R&D Planning Dept., Ajinomoto Co., Inc, Tokyo, 104-8315, Japan
| | - Hiroshi Miyano
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, 210-8681, Japan
| | - Ryo Yamada
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, 606-8507, Japan
| | - Fumihiko Matsuda
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, 606-8507, Japan.
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Yamakado M, Tanaka T, Nagao K, Imaizumi A, Komatsu M, Daimon T, Miyano H, Tani M, Toda A, Yamamoto H, Horimoto K, Ishizaka Y. Plasma amino acid profile associated with fatty liver disease and co-occurrence of metabolic risk factors. Sci Rep 2017; 7:14485. [PMID: 29101348 PMCID: PMC5670226 DOI: 10.1038/s41598-017-14974-w] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 10/19/2017] [Indexed: 02/08/2023] Open
Abstract
Fatty liver disease (FLD) increases the risk of diabetes, cardiovascular disease, and steatohepatitis, which leads to fibrosis, cirrhosis, and hepatocellular carcinoma. Thus, the early detection of FLD is necessary. We aimed to find a quantitative and feasible model for discriminating the FLD, based on plasma free amino acid (PFAA) profiles. We constructed models of the relationship between PFAA levels in 2,000 generally healthy Japanese subjects and the diagnosis of FLD by abdominal ultrasound scan by multiple logistic regression analysis with variable selection. The performance of these models for FLD discrimination was validated using an independent data set of 2,160 subjects. The generated PFAA-based model was able to identify FLD patients. The area under the receiver operating characteristic curve for the model was 0.83, which was higher than those of other existing liver function-associated markers ranging from 0.53 to 0.80. The value of the linear discriminant in the model yielded the adjusted odds ratio (with 95% confidence intervals) for a 1 standard deviation increase of 2.63 (2.14–3.25) in the multiple logistic regression analysis with known liver function-associated covariates. Interestingly, the linear discriminant values were significantly associated with the progression of FLD, and patients with nonalcoholic steatohepatitis also exhibited higher values.
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Affiliation(s)
- Minoru Yamakado
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, 1 Kanda, Izumicho, Chiyoda-ku, Tokyo, 101-8643, Japan
| | - Takayuki Tanaka
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki, 210-8681, Japan
| | - Kenji Nagao
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki, 210-8681, Japan.
| | - Akira Imaizumi
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki, 210-8681, Japan
| | - Michiharu Komatsu
- Department of Gastroenterology and Hepatology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, 390-8621, Japan
| | - Takashi Daimon
- Department of Biostatistics, Hyogo College of Medicine, 1-1, Mukogawa-cho, Nishinomiya, 663-8131, Japan
| | - Hiroshi Miyano
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki, 210-8681, Japan
| | - Mizuki Tani
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, 1 Kanda, Izumicho, Chiyoda-ku, Tokyo, 101-8643, Japan
| | - Akiko Toda
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, 1 Kanda, Izumicho, Chiyoda-ku, Tokyo, 101-8643, Japan
| | - Hiroshi Yamamoto
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki, 210-8681, Japan
| | - Katsuhisa Horimoto
- Molecular Profiling Research Center for Drug Discovery, National Institute of Advanced Industrial Science and Technology, 2-4-7, Aomi, Koto-ku Tokyo, 135-0064, Japan
| | - Yuko Ishizaka
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, 1 Kanda, Izumicho, Chiyoda-ku, Tokyo, 101-8643, Japan
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14
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Tagami U, Takahashi K, Igarashi S, Ejima C, Yoshida T, Takeshita S, Miyanaga W, Sugiki M, Tokumasu M, Hatanaka T, Kashiwagi T, Ishikawa K, Miyano H, Mizukoshi T. Interaction Analysis of FABP4 Inhibitors by X-ray Crystallography and Fragment Molecular Orbital Analysis. ACS Med Chem Lett 2016; 7:435-9. [PMID: 27096055 DOI: 10.1021/acsmedchemlett.6b00040] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 02/16/2016] [Indexed: 12/30/2022] Open
Abstract
X-ray crystal structural determination of FABP4 in complex with four inhibitors revealed the complex binding modes, and the resulting observations led to improvement of the inhibitory potency of FABP4 inhibitors. However, the detailed structure-activity relationship (SAR) could not be explained from these structural observations. For a more detailed understanding of the interactions between FABP4 and inhibitors, fragment molecular orbital analyses were performed. These analyses revealed that the total interfragment interaction energies of FABP4 and each inhibitor correlated with the ranking of the K i value for the four inhibitors. Furthermore, interactions between each inhibitor and amino acid residues in FABP4 were identified. The oxygen atom of Lys58 in FABP4 was found to be very important for strong interactions with FABP4. These results might provide useful information for the development of novel potent FABP4 inhibitors.
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Affiliation(s)
- Uno Tagami
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Kazutoshi Takahashi
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Shunsuke Igarashi
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Chieko Ejima
- Research
Institute, Ajinomoto Pharmaceuticals Co., Ltd., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Tomomi Yoshida
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Sen Takeshita
- Research
Institute, Ajinomoto Pharmaceuticals Co., Ltd., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Wataru Miyanaga
- Research
Institute, Ajinomoto Pharmaceuticals Co., Ltd., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Masayuki Sugiki
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Munetaka Tokumasu
- Research
Institute, Ajinomoto Pharmaceuticals Co., Ltd., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Toshihiro Hatanaka
- Research
Institute, Ajinomoto Pharmaceuticals Co., Ltd., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Tatsuki Kashiwagi
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Kohki Ishikawa
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Hiroshi Miyano
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
| | - Toshimi Mizukoshi
- Institute
for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki 210-8681, Japan
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15
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Tochikubo O, Nakamura H, Jinzu H, Nagao K, Yoshida H, Kageyama N, Miyano H. Weight loss is associated with plasma free amino acid alterations in subjects with metabolic syndrome. Nutr Diabetes 2016; 6:e197. [PMID: 26926588 PMCID: PMC4775824 DOI: 10.1038/nutd.2016.5] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Revised: 11/27/2015] [Accepted: 12/18/2015] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES The prevalence of metabolic syndrome is increasing worldwide, especially in Asian populations. Early detection and effective intervention are vital. Plasma free amino acid profile is a potential biomarker for the early detection for lifestyle-related diseases. However, little is known about whether the altered plasma free amino acid profiles in subjects with metabolic syndrome are related to the effectiveness of dietary and exercise interventions. METHODS Eighty-five Japanese subjects who fulfilled the Japanese diagnostic criteria for metabolic syndrome were enrolled in a 3-month diet and exercise intervention. The plasma free amino acid concentrations and metabolic variables were measured, and the relationships between plasma free amino acid profiles, metabolic variables and the extent of body weight reduction were investigated. Those who lost more than 3% of body weight were compared with those who lost less than 3%. RESULTS Baseline levels of most amino acids in the subset that went on to lose <3% body weight were markedly lower compared with the counterpart, although both groups showed similar proportional pattern of plasma amino acid profiles. The weight loss induced by the diet and exercise intervention normalized plasma free amino acid profiles. For those with a high degree of weight loss, those changes were also associated with improvement in blood pressure, triglyceride and hemoglobin A1c levels. CONCLUSIONS These data suggest that among Japanese adults meeting the criteria for metabolic syndrome, baseline plasma free amino acid profiles may differ in ways that predict who will be more vs less beneficially responsive to a standard diet and exercise program. Plasma free amino acid profiles may also be useful as markers for monitoring the risks of developing lifestyle-related diseases and measuring improvement in physiological states.
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Affiliation(s)
- O Tochikubo
- Department of Occupational Health, Kanagawa Health Service Association, Yokohama, Japan
| | - H Nakamura
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - H Jinzu
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - K Nagao
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - H Yoshida
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - N Kageyama
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - H Miyano
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
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16
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Kim HJ, Jang SH, Ryu JS, Lee JE, Kim YC, Lee MK, Jang TW, Lee SY, Nakamura H, Nishikata N, Mori M, Noguchi Y, Miyano H, Lee KY. The performance of a novel amino acid multivariate index for detecting lung cancer: A case control study in Korea. Lung Cancer 2015; 90:522-7. [DOI: 10.1016/j.lungcan.2015.10.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Revised: 08/31/2015] [Accepted: 10/04/2015] [Indexed: 11/29/2022]
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17
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Nakamura H, Nishikata N, Kawai N, Imaizumi A, Miyano H, Mori M, Yamamoto H, Noguchi Y. Plasma amino acid profiles in healthy East Asian subpopulations living in Japan. Am J Hum Biol 2015; 28:236-9. [PMID: 26407660 PMCID: PMC5054856 DOI: 10.1002/ajhb.22787] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Revised: 06/28/2015] [Accepted: 08/29/2015] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES Profiles of plasma free amino acids (PFAAs) have been utilized as biomarkers to detect various diseases. However, few studies have investigated whether ethnicity or specific subpopulations within East Asia influence PFAA concentrations. METHODS A total of 95 healthy volunteers living in Japan, including 31 Japanese individuals, 36 Korean individuals and 28 Chinese individuals, were enrolled. Participants' PFAA levels were measured by high-performance liquid chromatography mass spectrometry, and the effects of factors such as sex, age, body mass index (BMI) and subpopulation on PFAA profiles were analyzed. RESULTS With the exception of glutamine and α-aminobutyric acid, there were no significant differences among the three examined subpopulations with respect to either the means or the distributions of PFAA concentrations. A multiple regression analysis revealed that most of the PFAA concentrations were significantly related to sex. Ornithine concentrations, glutamate concentrations, and glutamine and α-aminobutyric acid concentrations were significantly associated with age, BMI, and Chinese subpopulation, respectively. CONCLUSION The study results indicate that the contributions of subpopulation within East Asia to PFAA profiles are small, particularly relative to the contributions provided by sex.
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Affiliation(s)
| | | | - Nobuhiro Kawai
- Institute for Innovation, Ajinomoto Co., Inc, Kawasaki, Japan
| | - Akira Imaizumi
- Institute for Innovation, Ajinomoto Co., Inc, Kawasaki, Japan
| | - Hiroshi Miyano
- Institute for Innovation, Ajinomoto Co., Inc, Kawasaki, Japan
| | - Maiko Mori
- Institute for Innovation, Ajinomoto Co., Inc, Kawasaki, Japan
| | | | - Yasushi Noguchi
- Department of R&D Planning, Ajinomoto Co., Inc, Tokyo, Japan
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18
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Iwasaki M, Ishihara J, Takachi R, Todoriki H, Yamamoto H, Miyano H, Yamaji T, Tsugane S. Validity of a Self-Administered Food-Frequency Questionnaire for Assessing Amino Acid Intake in Japan: Comparison With Intake From 4-Day Weighed Dietary Records and Plasma Levels. J Epidemiol 2015; 26:36-44. [PMID: 26277881 PMCID: PMC4690739 DOI: 10.2188/jea.je20150044] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Background Interest in the physiological roles of amino acids and their impact on health outcomes is substantial and growing. This interest has prompted assessment of the habitual intake of amino acids for use in epidemiologic studies and in clarifying the association between habitual intake and plasma levels of amino acids. Here, we investigated the validity of ranking individuals according to dietary amino acid intake as estimated using a food frequency questionnaire (FFQ) in comparison with intakes from dietary records (DRs) and plasma levels. Methods A total of 139 men and women selected from examinees of the cancer screening program at the Research Center for Cancer Prevention and Screening, National Cancer Center, Japan, provided 4-day weighed DRs, a semi-quantitative FFQ, and plasma samples. Plasma levels of amino acids were measured using the UF-Amino Station system. Results Spearman rank correlation coefficients of energy-adjusted intake of amino acids from the DR and FFQ ranged from 0.40 to 0.65 for men and from 0.35 to 0.46 for women. Correlation coefficients of energy-adjusted intake from the DR and plasma levels ranged from −0.40 to 0.25 for men and from −0.16 to 0.11 for women. Similarly, no significant positive correlation coefficients were observed between intake from the FFQ and plasma levels for either men or women. Conclusions We confirmed that this FFQ has moderate validity in estimating amino acid intake when 4-day weighed DRs are used as a reference method, suggesting that it is suitable for ranking individuals living in urban areas in Japan by amino acid intake.
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Affiliation(s)
- Motoki Iwasaki
- Division of Epidemiology, Research Center for Cancer Prevention and Screening, National Cancer Center
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19
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Yoshida H, Kondo K, Yamamoto H, Kageyama N, Ozawa SI, Shimbo K, Muramatsu T, Imaizumi A, Mizukoshi T, Masuda J, Nakayama D, Hayakawa Y, Watanabe K, Mukaibatake K, Miyano H. Validation of an analytical method for human plasma free amino acids by high-performance liquid chromatography ionization mass spectrometry using automated precolumn derivatization. J Chromatogr B Analyt Technol Biomed Life Sci 2015; 998-999:88-96. [DOI: 10.1016/j.jchromb.2015.05.029] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Revised: 05/21/2015] [Accepted: 05/25/2015] [Indexed: 12/26/2022]
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20
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Yamakado M, Nagao K, Imaizumi A, Tani M, Toda A, Tanaka T, Jinzu H, Miyano H, Yamamoto H, Daimon T, Horimoto K, Ishizaka Y. Plasma Free Amino Acid Profiles Predict Four-Year Risk of Developing Diabetes, Metabolic Syndrome, Dyslipidemia, and Hypertension in Japanese Population. Sci Rep 2015; 5:11918. [PMID: 26156880 PMCID: PMC4496670 DOI: 10.1038/srep11918] [Citation(s) in RCA: 134] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Accepted: 06/11/2015] [Indexed: 02/07/2023] Open
Abstract
Plasma free amino acid (PFAA) profile is highlighted in its association with visceral obesity and hyperinsulinemia, and future diabetes. Indeed PFAA profiling potentially can evaluate individuals' future risks of developing lifestyle-related diseases, in addition to diabetes. However, few studies have been performed especially in Asian populations, about the optimal combination of PFAAs for evaluating health risks. We quantified PFAA levels in 3,701 Japanese subjects, and determined visceral fat area (VFA) and two-hour post-challenge insulin (Ins120 min) values in 865 and 1,160 subjects, respectively. Then, models between PFAA levels and the VFA or Ins120 min values were constructed by multiple linear regression analysis with variable selection. Finally, a cohort study of 2,984 subjects to examine capabilities of the obtained models for predicting four-year risk of developing new-onset lifestyle-related diseases was conducted. The correlation coefficients of the obtained PFAA models against VFA or Ins120 min were higher than single PFAA level. Our models work well for future risk prediction. Even after adjusting for commonly accepted multiple risk factors, these models can predict future development of diabetes, metabolic syndrome, and dyslipidemia. PFAA profiles confer independent and differing contributions to increasing the lifestyle-related disease risks in addition to the currently known factors in a general Japanese population.
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Affiliation(s)
- Minoru Yamakado
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, 1 Kanda, Izumicho, Chiyoda-ku, Tokyo 101-8643, Japan
| | - Kenji Nagao
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Akira Imaizumi
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Mizuki Tani
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, 1 Kanda, Izumicho, Chiyoda-ku, Tokyo 101-8643, Japan
| | - Akiko Toda
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, 1 Kanda, Izumicho, Chiyoda-ku, Tokyo 101-8643, Japan
| | - Takayuki Tanaka
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Hiroko Jinzu
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Hiroshi Miyano
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Hiroshi Yamamoto
- Institute for Innovation, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan
| | - Takashi Daimon
- Department of Biostatistics, Hyogo College of Medicine, 1-1, Mukogawa-cho, Nishinomiya, Japan
| | - Katsuhisa Horimoto
- Molecular Profiling Research Center for Drug Discovery, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan
| | - Yuko Ishizaka
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, 1 Kanda, Izumicho, Chiyoda-ku, Tokyo 101-8643, Japan
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21
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Yamamoto H, Kondo K, Tanaka T, Muramatsu T, Yoshida H, Imaizumi A, Nagao K, Noguchi Y, Miyano H. Reference intervals for plasma-free amino acid in a Japanese population. Ann Clin Biochem 2015; 53:357-64. [PMID: 25829462 DOI: 10.1177/0004563215583360] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/27/2015] [Indexed: 11/15/2022]
Abstract
BACKGROUND Plasma amino acid concentrations vary with various diseases. Although reference intervals are useful in daily clinical practice, no reference intervals have been reported for plasma amino acids in a large Japanese population. METHODS Reference individuals were selected from 7685 subjects examined with the Japanese Ningen Dock in 2008. A total of 1890 individuals were selected based on exclusion criteria, and the reference samples were selected after the outlier samples for each amino acid concentration were excluded. The lower limit of the reference intervals for the plasma amino acid concentrations was set at the 2.5th percentile and the upper limit at the 97.5th percentile. RESULTS By use of the nested analysis of variance, we analysed a large dataset of plasma samples and the effects of background factors (sex, age and body mass index [BMI]) on the plasma amino acid concentrations. Most amino acid concentrations were related to sex, especially those of branched-chained amino acid. The citrulline, glutamine, ornithine and lysine concentrations were related to age. The glutamate concentration was related to body mass index. CONCLUSIONS The concentrations of most amino acids are more strongly related to sex than to age or body mass index. Our results indicate that the reference intervals for plasma amino acid concentrations should be stratified by sex when the background factors of age and body mass index are considered.
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Affiliation(s)
| | - Kazuhiro Kondo
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - Takayuki Tanaka
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | | | - Hiroo Yoshida
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - Akira Imaizumi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - Kenji Nagao
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - Yasushi Noguchi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - Hiroshi Miyano
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
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22
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Nakamura H, Jinzu H, Nagao K, Noguchi Y, Shimba N, Miyano H, Watanabe T, Iseki K. Plasma amino acid profiles are associated with insulin, C-peptide and adiponectin levels in type 2 diabetic patients. Nutr Diabetes 2014; 4:e133. [PMID: 25177913 PMCID: PMC4183973 DOI: 10.1038/nutd.2014.32] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 07/16/2014] [Accepted: 07/24/2014] [Indexed: 01/25/2023] Open
Abstract
Objectives: Plasma-free amino acid (PFAA) profiles have been associated with a future risk of developing diabetes or cardiovascular disease in nondiabetic subjects. These PFAA alterations might predominantly result from the metabolic shift caused by insulin resistance and visceral fat deposition. The variety of PFAA profiles within diabetic subjects is not well researched. In this study, we focused on type 2 diabetic subjects and examined the association between PFAA profiles and insulin- and glucose-related variables. Methods: Fifty-one Japanese subjects diagnosed with type 2 diabetes were recruited from an outpatient clinic. The plasma concentrations of 21 amino acids; glucose-related markers including glucose, hemoglobin A1c (HbA1c), glycoalbumin and 1,5-anhydroglucitol; insulin-related markers including insulin, C-peptide, and the homeostasis model assessment of insulin resistance; and adipocytokines including adiponectin and leptin were determined. The association of PFAA and other metabolic profiles were analyzed, and stratified analyses of the PFAAs and clinical characteristics were performed according to the fasting plasma insulin and HbA1c levels. In addition, the PFAA indices that correlate to visceral fat obesity were evaluated. Results: Although strong correlations between PFAAs and glucose-related markers were not observed, several amino acids (branched-chain amino acids, tryptophan, alanine, tyrosine, glutamate and proline) and PFAA indices that evaluate visceral obesity were highly correlated with insulin-related markers and adiponectin (P<0.001). In the group of diabetic patients with hyperinsulinemia, the amino acid levels were significantly increased, which generally demonstrated good concordance with insulin-related markers and adiponectin levels. Conclusions: The PFAA profiles in diabetic patients were strongly associated with hyperinsulinemia and hypoadiponectinemia, which might become risk evaluation factors for the development of cardiovascular diseases.
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Affiliation(s)
- H Nakamura
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - H Jinzu
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - K Nagao
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - Y Noguchi
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - N Shimba
- R&D Planning Department, Ajinomoto Co., Inc., Tokyo, Japan
| | - H Miyano
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
| | - T Watanabe
- Link and Communication Co., Inc., Tokyo, Japan
| | - K Iseki
- Iseki Internal Medicine, Tokyo, Japan
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23
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Kume S, Araki SI, Ono N, Shinhara A, Muramatsu T, Araki H, Isshiki K, Nakamura K, Miyano H, Koya D, Haneda M, Ugi S, Kawai H, Kashiwagi A, Uzu T, Maegawa H. Predictive properties of plasma amino acid profile for cardiovascular disease in patients with type 2 diabetes. PLoS One 2014; 9:e101219. [PMID: 24971671 PMCID: PMC4074128 DOI: 10.1371/journal.pone.0101219] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2014] [Accepted: 06/04/2014] [Indexed: 11/19/2022] Open
Abstract
Prevention of cardiovascular disease (CVD) is an important therapeutic object of diabetes care. This study assessed whether an index based on plasma free amino acid (PFAA) profiles could predict the onset of CVD in diabetic patients. The baseline concentrations of 31 PFAAs were measured with high-performance liquid chromatography-electrospray ionization-mass spectrometry in 385 Japanese patients with type 2 diabetes registered in 2001 for our prospective observational follow-up study. During 10 years of follow-up, 63 patients developed cardiovascular composite endpoints (myocardial infarction, angina pectoris, worsening of heart failure and stroke). Using the PFAA profiles and clinical information, an index (CVD-AI) consisting of six amino acids to predict the onset of any endpoints was retrospectively constructed. CVD-AI levels were significantly higher in patients who did than did not develop CVD. The area under the receiver-operator characteristic curve of CVD-AI (0.72 [95% confidence interval (CI): 0.64–0.79]) showed equal or slightly better discriminatory capacity than urinary albumin excretion rate (0.69 [95% CI: 0.62–0.77]) on predicting endpoints. A multivariate Cox proportional hazards regression analysis showed that the high level of CVD-AI was identified as an independent risk factor for CVD (adjusted hazard ratio: 2.86 [95% CI: 1.57–5.19]). This predictive effect of CVD-AI was observed even in patients with normoalbuminuria, as well as those with albuminuria. In conclusion, these results suggest that CVD-AI based on PFAA profiles is useful for identifying diabetic patients at risk for CVD regardless of the degree of albuminuria, or for improving the discriminative capability by combining it with albuminuria.
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Affiliation(s)
- Shinji Kume
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
- * E-mail:
| | - Shin-ichi Araki
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Nobukazu Ono
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, Japan
| | - Atsuko Shinhara
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, Japan
| | - Takahiko Muramatsu
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, Japan
| | - Hisazumi Araki
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Keiji Isshiki
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Kazuki Nakamura
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, Japan
| | - Hiroshi Miyano
- Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Kanagawa, Japan
| | - Daisuke Koya
- Division of Diabetology & Endocrinology, Kanazawa Medical University, Kahoku-Gun, Ishikawa, Japan
| | - Masakazu Haneda
- Division of Metabolism and Biosystemic Science, Department of Medicine, Asahikawa Medical University, Asahikawa, Hokkaido, Japan
| | - Satoshi Ugi
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Hiromichi Kawai
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Atsunori Kashiwagi
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Takashi Uzu
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Hiroshi Maegawa
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
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Miyamura N, Kuroda M, Kato Y, Yamazaki J, Mizukoshi T, Miyano H, Eto Y. Determination and Quantification of a Kokumi Peptide, γ-Glutamyl-Valyl-Glycine, in Fermented Shrimp Paste Condiments. FSTR 2014. [DOI: 10.3136/fstr.20.699] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Luo Y, Yoneda J, Ohmori H, Sasaki T, Shimbo K, Eto S, Kato Y, Miyano H, Kobayashi T, Sasahira T, Chihara Y, Kuniyasu H. Cancer usurps skeletal muscle as an energy repository. Cancer Res 2013; 74:330-40. [PMID: 24197136 DOI: 10.1158/0008-5472.can-13-1052] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Cancer cells produce energy through aerobic glycolysis, but contributions of host tissues to cancer energy metabolism are unclear. In this study, we aimed to elucidate the cancer-host energy production relationship, in particular, between cancer energy production and host muscle. During the development and progression of colorectal cancer, expression of the secreted autophagy-inducing stress protein HMGB1 increased in the muscle of tumor-bearing animals. This effect was associated with decreased expression of pyruvate kinase PKM1 and pyruvate kinase activity in muscle via the HMGB1 receptor for advanced glycation endproducts (RAGE). However, muscle mitochondrial energy production was maintained. In contrast, HMGB1 addition to colorectal cancer cells increased lactate fermentation. In the muscle, HMGB1 addition induced autophagy by decreasing levels of active mTOR and increasing autophagy-associated proteins, plasma glutamate, and (13)C-glutamine incorporation into acetyl-CoA. In a mouse model of colon carcinogenesis, a temporal increase in HMGB1 occurred in serum and colonic mucosa with an increase in autophagy associated with altered plasma free amino acid levels, increased glutamine, and decreased PKM1 levels. These differences were abolished by administration of an HMGB1 neutralizing antibody. Similar results were obtained in a mouse xenograft model of human colorectal cancer. Taken together, our findings suggest that HMGB1 released during tumorigenesis recruits muscle to supply glutamine to cancer cells as an energy source.
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Affiliation(s)
- Yi Luo
- Authors' Affiliations: Department of Molecular Pathology, Nara Medical University, Shijo-cho, Kashihara; Institute for Innovation Ajinomoto Co., Inc., Suzuki-cho, Kawasaki; and Department of Gastrointestinal Surgery, Fukuoka University School of Medicine, Nanakuma, Minami-ku, Fukuoka, Japan
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Kuroda M, Kato Y, Yamazaki J, Kai Y, Mizukoshi T, Miyano H, Eto Y. Determination and quantification of the kokumi peptide, γ-glutamyl-valyl-glycine, in commercial soy sauces. Food Chem 2013; 141:823-8. [DOI: 10.1016/j.foodchem.2013.03.070] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2012] [Revised: 02/14/2013] [Accepted: 03/19/2013] [Indexed: 10/27/2022]
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Toue S, Sugiura Y, Kubo A, Ohmura M, Karakawa S, Mizukoshi T, Yoneda J, Miyano H, Noguchi Y, Kobayashi T, Kabe Y, Suematsu M. Microscopic imaging mass spectrometry assisted by on-tissue chemical derivatization for visualizing multiple amino acids in human colon cancer xenografts. Proteomics 2013; 14:810-9. [PMID: 23818158 DOI: 10.1002/pmic.201300041] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2013] [Revised: 03/20/2013] [Accepted: 03/30/2013] [Indexed: 11/09/2022]
Abstract
Imaging MS combined with CE/MS serves as a method to provide semi-quantitative and spatial information of small molecular metabolites in tissue slices. However, not all metabolites including amino acids have fully been visualized, because of low-ionization efficiency in MALDI MS. This study aimed to acquire semi-quantitative spatial information for multiple amino acids in frozen tissue slices. As a derivatization reagent, p-N,N,N-trimethylammonioanilyl N'-hydroxysuccinimidyl carbamate iodide (TAHS) was applied to increase their ionization efficiency and detection sensitivity. Semi-quantitative MALDI-imaging MS allowed us to visualize and quantify free amino acid pools in human colon cancer xenografts using a model of liver metastases in super-immunodeficient NOD/scid/γ(null) mice (NOG mice). Because the m/z values of several TAHS-derivatized amino acids overlap with those of the 2,5-dihydroxybenzoic acid background and other endogenous compounds, we imaged them with tandem MS. The results indicated that regional contents of glutamate, glutamine, glycine, leucine/isoleucine/hydroxyproline, phenylalanine, and alanine were significantly elevated in metastatic tumors versus parenchyma of tumor-bearing livers. On-tissue TAHS derivatization thus serves as a useful method to detect alterations in many amino acid levels in vivo, thereby enabling understanding of the spatial alterations of these metabolites under varied disease conditions including cancer.
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Affiliation(s)
- Sakino Toue
- Department of Biochemistry, School of Medicine, Keio University, Tokyo, Japan; Institute for Innovation, Ajinomoto Co., Inc, Kawasaki, Kanagawa, Japan
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Kubota K, Mizukoshi T, Miyano H. A new approach for quantitative analysis of L-phenylalanine using a novel semi-sandwich immunometric assay. Anal Bioanal Chem 2013; 405:8093-103. [PMID: 23736350 DOI: 10.1007/s00216-013-7081-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Revised: 05/01/2013] [Accepted: 05/21/2013] [Indexed: 11/28/2022]
Abstract
Here, we describe a novel method for L-phenylalanine analysis using a sandwich-type immunometric assay approach for use as a new method for amino acid analysis. To overcome difficulties of the preparation of high-affinity and selectivity monoclonal antibodies against L-phenylalanine and the inability to use sandwich-type immunometric assays due to their small molecular weight, three procedures were examined. First, amino groups of L-phenylalanine were modified by "N-Fmoc-L-cysteine" (FC) residues and the derivative (FC-Phe) was used as a hapten. Immunization of mice with bovine serum albumin/FC-Phe conjugate successfully yielded specific monoclonal anti-FC-Phe antibodies. Second, a new derivatization reagent, "biotin linker conjugate of FC-Phe N-succinimidyl ester" (FC(Biotin)-NHS), was synthesized to convert L-phenylalanine to FC-(Biotin)-Phe as a hapten structure. The biotin moiety linked to the thiol group of cysteine formed a second binding site for streptavidin/horseradish peroxidase (HRP) conjugates for optical detection. Third, a new semi-sandwich-type immunometric assay was established using pre-derivatized L-phenylalanine, the monoclonal anti-FC-Phe antibody, and streptavidin/HRP conjugate (without second antibody). Using the new "semi-sandwich" immunometric assay system, a detection limit of 35 nM (60 amol per analysis) and a detection range of 0.1-20 μM were attained using a standard L-phenylalanine solution. Rat plasma samples were analyzed to test reliability. Intra-day assay precision was within 6% of the coefficient of variation; inter-day variation was 0.1%. The recovery rates were from 92.4 to 123.7%. This is the first report of the quantitative determination of L-phenylalanine using a reliable semi-sandwich immunometric assay approach and will be applicable to the quantitative determination of other amino acids.
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Affiliation(s)
- Kazuyuki Kubota
- Quality Management Department, Tokai Plant Ajinomoto Co., Inc., 1730, Hinaga-cho, Yokkaichi, Mie, 510-0885, Japan
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Toue S, Sugiura Y, Kubo A, Ohmura M, Karakawa S, Mizukoshi T, Yoneda J, Miyano H, Noguchi Y, Kobayashi T, Kabe Y, Suematsu M. Abstract 719: Accumulation of amino acids in metastatic foci of human colon cancer xenografts revealed by newly developed method for imaging mass spectrometry of amino acids. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
MALDI imaging mass spectrometry (IMS) provides information about the spatial distribution of metabolites within thin slices of tissue, and has been used to elucidate complex phenotypes under various physiological conditions. Previously, our group reported distinct spatial distribution of a variety of metabolites in experimental model of hepatic micrometastasis of the solid tumor. However the metabolic properties in tumor and host tissues are not fully characterized, because of difficulty in visualizing most amino acids, due to their lower ionization efficiency.
Here, by using of p-N,N,N-trimethylammonioanily N’-hydroxysuccinimidyl carbamate iodide (TAHS) as a derivatizing reagent, we have successfully developed the method for the detection of various amino acids simultaneously by MALDI-MS on tissue section. We prepared liver section from hepatic metastasis model of human colon cancer, and then performed MALDI-IMS. To compare the signal intensities of amino acids among the different sections, we normalized the MALDI-IMS data with the quantified value of each amino acid obtained from capillary electrophoresis-mass spectrometry. The result indicated the amount of glycine, phenylalanine, leucine, glutamate, and glutamine were significantly elevated in metastatic foci compared to liver parenchyma. Other metabolites such as ATP and glutathione also accumulated in metastatic foci, and these results suggested that increased amino acid pool were required to maintain ATP and GSH levels in tumor.
In conclusion, we have demonstrated that novel imaging technique by using of IMS combined with on-tissue TAHS derivatization enables the visualization of amino acid distribution in tissue. The current method could be powerful tool to elucidate the mechanism for metabolic changes of cancer disease in vivo.
Citation Format: Sakino Toue, Yuki Sugiura, Akiko Kubo, Mitsuyo Ohmura, Sachise Karakawa, Toshimi Mizukoshi, Junya Yoneda, Hiroshi Miyano, Yasushi Noguchi, Tsuyoshi Kobayashi, Yasuaki Kabe, Makoto Suematsu. Accumulation of amino acids in metastatic foci of human colon cancer xenografts revealed by newly developed method for imaging mass spectrometry of amino acids. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 719. doi:10.1158/1538-7445.AM2013-719
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Affiliation(s)
| | - Yuki Sugiura
- 2Dept. Biochem., Keio Univ. Sch. of Med., Tokyo, Japan
| | - Akiko Kubo
- 2Dept. Biochem., Keio Univ. Sch. of Med., Tokyo, Japan
| | | | | | | | | | | | | | | | - Yasuaki Kabe
- 2Dept. Biochem., Keio Univ. Sch. of Med., Tokyo, Japan
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Kuroda M, Kato Y, Yamazaki J, Kai Y, Mizukoshi T, Miyano H, Eto Y. Determination and quantification of γ-glutamyl-valyl-glycine in commercial fish sauces. J Agric Food Chem 2012; 60:7291-7296. [PMID: 22747195 DOI: 10.1021/jf3012932] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
It was recently reported that kokumi substances such as glutathione are perceived through the calcium-sensing receptor (CaSR). In addition, screening by the CaSR assay and sensory evaluation revealed that γ-glutamyl-valyl-glycine (γ-Glu-Val-Gly) was a potent kokumi peptide. In this study, the quantities of γ-Glu-Val-Gly in various commercial fish sauces originating from Vietnam (Nuoc Mum), Thailand (Nampra), China (Yu-lu), Korea, Japan (Shottsuru and Ikanago-shoyu), and Italy (Garum) were investigated using a LC/MS/MS method followed by derivatization with 6-aminoquinoyl-N-hydroxysuccinimidyl-carbamate (AQC). The analyses revealed γ-Glu-Val-Gly at concentrations ranging from 0.04 to 1.26 mg/dL, indicating that γ-Glu-Val-Gly is widely distributed among various commercial fish sauces.
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Affiliation(s)
- Motonaka Kuroda
- Institute of Food Research & Technologies, Ajinomoto Co., Inc., Kawasaki, Kanagawa 210-8681, Japan.
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Yamakado M, Tanaka T, Nagao K, Ishizaka Y, Mitushima T, Tani M, Toda A, Toda E, Okada M, Miyano H, Yamamoto H. Plasma amino acid profile is associated with visceral fat accumulation in obese Japanese subjects. Clin Obes 2012; 2:29-40. [PMID: 25586045 DOI: 10.1111/j.1758-8111.2012.00039.x] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
UNLABELLED What is already known about this subject • Asians with metabolic complications associated with obesity, a low body mass index and a low waist circumference have a greater proportion of visceral adipose tissue for a given amount of total body fat compared with Europeans. • Apparent obese humans and obese animal models show an elevation of branched-chain amino acid levels in plasma. • A multivariate logistic regression model of plasma free amino acids has been used to screen for several types of cancers in clinical settings. What this study adds • A specific formula incorporating six amino acid values (Ala, Gly, Glu, Trp, Tyr and branched-chain amino acid) was developed for discrimination of subjects with high visceral fat area by multivariate logistic regression analyses. • The generated amino acid formula was strongly correlated with visceral fat area in both apparent and non-apparent obese subjects. • Measuring plasma free amino acids can be used to distinguish the non-apparent visceral obesity in clinical settings in Asian populations. SUMMARY Metabolic complications associated with obesity are becoming more common among Japanese subjects. However, visceral fat accumulation is not always apparent by measuring body mass index (BMI) or waist circumference in Asian populations because of the physiological characteristics particular to those ethnicities. Excess visceral fat accumulation raises the odds ratio for developing cardiovascular disease. Thus, high-throughput determination of the amount of abdominal adipose tissue is necessary. We hypothesized that accumulating visceral fat alters the peripheral amino acid profile and that a multivariate logistic regression model of plasma free amino acids can distinguish visceral obesity. A total of 1449 Japanese subjects (985 males and 464 females) who had undergone a comprehensive health screening were enrolled in this study. The visceral fat area was determined using computed tomography imaging, and a plasma free amino acid index to identify high visceral fat areas (≥100 cm(2) ) was developed. The sensitivity and specificity values of the generated amino acid index were 80% and 65%, respectively. In particular, the sensitivity of the generated index to identify subjects with non-apparent visceral obesity (BMI < 25 kg m(-2) ; visceral fat area ≥ 100 cm(2) ) was much greater than that of the waist circumference (73% vs. 46%, respectively). This index's high sensitivity and specificity may be the result of specific alterations in the patients' amino acid profiles, which were specifically correlated with the visceral fat areas and not with subcutaneous fat areas. This profile can be used as a predictor of elevated visceral obesity and a risk assessment tool for metabolic complications in Asian populations.
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Affiliation(s)
- M Yamakado
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, Tokyo, JapanFrontier Research Labs., Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, JapanInnovative Science and Technology for Bio-industry, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, JapanKameda Medical Center Makuhari, Chiba, JapanClinical Laboratory, Mitsui Memorial Hospital, Tokyo, JapanFundamental Technology Labs., Institute for Innovation, Ajinomoto Co., Inc., Kawasaki, Japan
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Eto S, Yamaguchi M, Bounoshita M, Mizukoshi T, Miyano H. High-throughput comprehensive analysis of d- and l-amino acids using ultra-high performance liquid chromatography with a circular dichroism (CD) detector and its application to food samples. J Chromatogr B Analyt Technol Biomed Life Sci 2011; 879:3317-25. [DOI: 10.1016/j.jchromb.2011.07.025] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2011] [Revised: 07/13/2011] [Accepted: 07/18/2011] [Indexed: 02/08/2023]
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Miyagi Y, Higashiyama M, Gochi A, Akaike M, Ishikawa T, Miura T, Saruki N, Bando E, Kimura H, Imamura F, Moriyama M, Ikeda I, Chiba A, Oshita F, Imaizumi A, Yamamoto H, Miyano H, Horimoto K, Tochikubo O, Mitsushima T, Yamakado M, Okamoto N. Plasma free amino acid profiling of five types of cancer patients and its application for early detection. PLoS One 2011; 6:e24143. [PMID: 21915291 PMCID: PMC3168486 DOI: 10.1371/journal.pone.0024143] [Citation(s) in RCA: 307] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2011] [Accepted: 08/01/2011] [Indexed: 12/14/2022] Open
Abstract
Background Recently, rapid advances have been made in metabolomics-based, easy-to-use early cancer detection methods using blood samples. Among metabolites, profiling of plasma free amino acids (PFAAs) is a promising approach because PFAAs link all organ systems and have important roles in metabolism. Furthermore, PFAA profiles are known to be influenced by specific diseases, including cancers. Therefore, the purpose of the present study was to determine the characteristics of the PFAA profiles in cancer patients and the possibility of using this information for early detection. Methods and Findings Plasma samples were collected from approximately 200 patients from multiple institutes, each diagnosed with one of the following five types of cancer: lung, gastric, colorectal, breast, or prostate cancer. Patients were compared to gender- and age- matched controls also used in this study. The PFAA levels were measured using high-performance liquid chromatography (HPLC)–electrospray ionization (ESI)–mass spectrometry (MS). Univariate analysis revealed significant differences in the PFAA profiles between the controls and the patients with any of the five types of cancer listed above, even those with asymptomatic early-stage disease. Furthermore, multivariate analysis clearly discriminated the cancer patients from the controls in terms of the area under the receiver-operator characteristics curve (AUC of ROC >0.75 for each cancer), regardless of cancer stage. Because this study was designed as case-control study, further investigations, including model construction and validation using cohorts with larger sample sizes, are necessary to determine the usefulness of PFAA profiling. Conclusions These findings suggest that PFAA profiling has great potential for improving cancer screening and diagnosis and understanding disease pathogenesis. PFAA profiles can also be used to determine various disease diagnoses from a single blood sample, which involves a relatively simple plasma assay and imposes a lower physical burden on subjects when compared to existing screening methods.
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Affiliation(s)
- Yohei Miyagi
- Molecular Pathology and Genetics Division, Kanagawa Cancer Center, Yokohama, Japan
- * E-mail: (YM); (AI)
| | - Masahiko Higashiyama
- Department of Thoracic Surgery, Osaka Medical Center for Cancer and Cardiovascular Diseases, Osaka, Japan
| | - Akira Gochi
- Department of Gastroenterological Surgery, Transplant and Surgical Oncology, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama, Japan
| | - Makoto Akaike
- Department of Gastrointestinal Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Takashi Ishikawa
- Department of Breast and Thyroid Surgery, Yokohama City University Medical Center, Yokohama, Japan
| | - Takeshi Miura
- Department of Urology, Kanagawa Cancer Center, Yokohama, Japan
| | - Nobuhiro Saruki
- Department of Anesthesia, Gunma Prefectural Cancer Center, Ohta, Japan
| | - Etsuro Bando
- Division of Gastric Surgery, Shizuoka Prefectural Cancer Center, Nagaizumi, Japan
| | - Hideki Kimura
- Division of Thoracic Diseases, Chiba Prefectural Cancer Center, Chiba, Japan
| | - Fumio Imamura
- Department of Pulmonary Oncology, Osaka Medical Center for Cancer and Cardiovascular Diseases, Osaka, Japan
| | - Masatoshi Moriyama
- Department of Urology, Yokohama Municipal Citizen's Hospital, Yokohama, Japan
| | - Ichiro Ikeda
- Department of Urology, Yokohama Minami Kyosai Hospital, Yokohama, Japan
| | - Akihiko Chiba
- Department of Breast and Thyroid Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Fumihiro Oshita
- Department of Thoracic Oncology, Kanagawa Cancer Center, Yokohama, Japan
| | - Akira Imaizumi
- Institute for Innovation, Ajinomoto, Co., Inc., Kawasaki, Japan
- * E-mail: (YM); (AI)
| | | | - Hiroshi Miyano
- Institute for Innovation, Ajinomoto, Co., Inc., Kawasaki, Japan
| | - Katsuhisa Horimoto
- Computational Biology Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan
| | | | - Toru Mitsushima
- Department of Gastroenterology, Kameda Medical Center Makuhari, Chiba, Japan
| | - Minoru Yamakado
- Center for Multiphasic Health Testing and Services, Mitsui Memorial Hospital, Tokyo, Japan
| | - Naoyuki Okamoto
- Department of Epidemiology, Kanagawa Cancer Center, Yokohama, Japan
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Nakatsukasa M, Sotozono C, Shimbo K, Ono N, Miyano H, Okano A, Hamuro J, Kinoshita S. Amino Acid profiles in human tear fluids analyzed by high-performance liquid chromatography and electrospray ionization tandem mass spectrometry. Am J Ophthalmol 2011; 151:799-808.e1. [PMID: 21310375 DOI: 10.1016/j.ajo.2010.11.003] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2010] [Revised: 10/29/2010] [Accepted: 11/01/2010] [Indexed: 11/29/2022]
Abstract
PURPOSE To identify the 23 amino acid profiles in human tear fluids, and to evaluate whether the ocular disease conditions reflect the amino acid profiles. DESIGN Laboratory investigation. METHODS We evaluated the concentrations and relative composition of 23 amino acids in tear fluids obtained from 31 healthy volunteers using reversed-phase high-performance liquid chromatography and electrospray ionization tandem mass spectrometry, and compared them with those in plasma and aqueous humor. We also evaluated the tear-fluid amino acid profiles from 33 affected subjects. RESULTS The amino acid profiles of the basal tear and reflex tear were found to be similar, and 4 distinct groups of healthy volunteers (male, female, young, and elderly) showed similar profiles. Absolute concentrations of taurine (Tau) and L-glutamine were significantly dominant in these tear fluids. The relative compositions of Tau, L-glutamic acid, L-arginine (Arg), and citrulline in the tear fluid were significantly higher than those in the plasma and aqueous humor. Analysis of the hierarchical clustering of the amino acid profiles clearly distinguished severe ocular surface diseases from non-ocular surface diseases. The relative compositions of Tau, L-methionine, and Arg decreased in severe ocular surface disease subjects compared with non-ocular surface disease subjects. CONCLUSIONS Tear-fluid amino acid profiles differ from those in plasma and aqueous humor. Steady-state tear-fluid amino acid profiles might reflect ocular-surface homeostasis and the observed changes of amino acids might have a close relation with the disease conditions on the ocular surface.
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Affiliation(s)
- Mina Nakatsukasa
- Department of Ophthalmology, Kyoto Prefectural University of Medicine, Kyoto, Japan
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Yoneda J, Kikuchi S, Michibata Y, Shimbo K, Eto S, Miyano H, Kitadai Y, Kobayashi T. Abstract 413: Involvement of myeloid derived suppressor cells (MDSC) in the changes of plasma amino acid profiles in cancer disease. Cancer Res 2011. [DOI: 10.1158/1538-7445.am2011-413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Although maintained in healthy human, it is well known that plasma amino acid profiles are changed in various pathologic conditions, including liver disorder and cancer. We have previously reported the potential use of plasma amino acid profiling as diagnosis for several cancer disease. However, some questions remained for the mechanisms. The changes in plasma amino acid profiles in tumor disease were regulated by a lot of factors, including metabolic changes of tumors and immune cells. In this study, we focused on the role of immune cells, especially myeloid derived suppressor cells (MDSC). MDSC are characterized as immature myeloid cells that are precursors of dendritic cells, macrophages, and/or granulocytes, they are considered to accumulate in the blood, lymph nods, and at tumor sites in most patients and experimental animals with cancer and inhibit anti-tumor inflammation. Therefore we hypothesized that MDSC were involved in the changes in plasma amino acid profiles in tumor disease. To test our hypothesis, we employed C57BL/6 mice tumor model in which Lewis lung carcinoma (3LL) was injected subcutaneously. Using flow cytometry analysis, a significant percentage of MDSC were detected in spleens of tumor-bearing mice as compared to control normal mice. To assess the role of MDSC in the changes in plasma amino acid profile, we eliminated MDSC from the tumor-bearing mice by inducing apoptosis cell death on MDSC selectively in vivo. Flow cytometry results showed a significant decrease in the percentage of CD11b+ Gr1+ cells in splenocytes derived from MDSC deleted tumor-bearing mice as compared to tumor-bearing mice. To study the immunogenic effects of the MDSC deletion on the tumor-bearing mice, we performed histological analysis (H&E staining) and extensive areas of inflammation within 3LL subcutaneous tumors were observed after the MDSC deletion. In addition, we investigated the effects of the MDSC deletion on the percentage of splenic T cell subpopulations by Flow cytometry. The percentage of CD4+ and CD8+ T cells were increased in spleens of MDSC deleted tumor-bearing mice compared to untreated tumor-bearing mice. To evaluate the effects of the MDSC depletion on the plasma amino acid profiles, plasma samples were collected from normal mice, tumor-bearing mice, and MDSC deleted tumor-bearing mice. Plasma amino acid concentration were measured by LC-MS. The MDSC deletion significantly changed the concentrations of some amino acids in plasma compared to the untreated tumor-bearing mice and normal mice. These changes in plasma amino acid concentrations were partially impeded by adoptive transfer of MDSC from tumor-bearing mice. Altogether, these results suggest that MDSC may be involved in the changes in plasma amino acid profiles in tumor disease.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 413. doi:10.1158/1538-7445.AM2011-413
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Affiliation(s)
- Junya Yoneda
- 1Institute for Innovation Ajinomoto Co., INC., Kawasaki-shi, Japan
| | - Shinya Kikuchi
- 1Institute for Innovation Ajinomoto Co., INC., Kawasaki-shi, Japan
| | - Yuko Michibata
- 1Institute for Innovation Ajinomoto Co., INC., Kawasaki-shi, Japan
| | - Kazutaka Shimbo
- 1Institute for Innovation Ajinomoto Co., INC., Kawasaki-shi, Japan
| | - Sachise Eto
- 1Institute for Innovation Ajinomoto Co., INC., Kawasaki-shi, Japan
| | - Hiroshi Miyano
- 1Institute for Innovation Ajinomoto Co., INC., Kawasaki-shi, Japan
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Shimbo K, Kubo S, Harada Y, Oonuki T, Yokokura T, Yoshida H, Amao M, Nakamura M, Kageyama N, Yamazaki J, Ozawa SI, Hirayama K, Ando T, Miura J, Miyano H. Automated precolumn derivatization system for analyzing physiological amino acids by liquid chromatography/mass spectrometry. Biomed Chromatogr 2010; 24:683-91. [PMID: 19830681 DOI: 10.1002/bmc.1346] [Citation(s) in RCA: 89] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
An automated method for high-throughput amino acid analysis, using precolumn derivatization high-performance liquid chromatography/electrospray mass spectrometry (HPLC/ESI-MS), was developed and evaluated. The precolumn derivatization step was performed in the reaction port of a home-built auto-sampler system. Amino acids were derivatized with 3-aminopyridyl-N-hydroxysuccinimidyl carbamate, and a 3 microm Wakosil-II 3C8-100HG column (100 x 2.1 mm i.d.) was used for separation. To achieve a 13 min cycle for each sample, the derivatization and separation steps were performed in parallel. The results of the method evaluation, including the linearity, and the intra- and inter-precision, were sufficient to measure physiological amino acids in human plasma samples. The relative standard deviations of typical amino acids in actual human plasma samples were below 10%.
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Affiliation(s)
- Kazutaka Shimbo
- Institute of Life Sciences, Ajinomoto Co., Inc., 1-1 Suzuki-cho Kawasaki-ku, Kawasaki, Japan
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Smriga M, Mizukoshi T, Iwahata D, Eto S, Miyano H, Kimura T, Curtis RI. Amino acids and minerals in ancient remnants of fish sauce (garum) sampled in the “Garum Shop” of Pompeii, Italy. J Food Compost Anal 2010. [DOI: 10.1016/j.jfca.2010.03.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Shimbo K, Yahashi A, Hirayama K, Nakazawa M, Miyano H. Multifunctional and highly sensitive precolumn reagents for amino acids in liquid chromatography/tandem mass spectrometry. Anal Chem 2009; 81:5172-9. [PMID: 19480430 DOI: 10.1021/ac900470w] [Citation(s) in RCA: 143] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
We have developed novel precolumn derivatization reagent, p-N,N,N-trimethylammonioanilyl N'-hydroxysuccinimidyl carbamate iodide (TAHS), for sensitive analyses of amino acids using high-performance liquid chromatography/electrospray ionization tandem mass spectrometry (LC/ESI-MS/MS). TAHS, an activated carbamate, was reacted briefly with the amino group to form a ureide bond under mild condition. The derivatives provided selective cleavage at the binding site between the reagent and the amino acid in the collision cell of the mass spectrometer and produced a characteristic fragment derived from the reagent moiety. Using the precursor ion scan mode of the tandem mass spectrometry, amino acids derivatized with the reagents were simultaneously measured on the chromatogram. Selective cleavage also enabled the straightforward isotope ratio analysis of amino acids by the selected reaction monitoring mode, which was applicable in (13)C metabolic flux analysis. TAHS, which contains a cationic quaternary amine, achieved subfemtomole to attomole levels of amino acids detection by measurement in the selected reaction monitoring mode. We also synthesized trideuteriummethyl-substituted TAHS, TAHS-d(3), and demonstrated that the combination of TAHS and TAHS-d(3) is useful in comparing amino acid concentrations between two different samples using a single LC/MS/MS measurement.
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Affiliation(s)
- Kazutaka Shimbo
- Institute of Life Sciences, Ajinomoto Company, Incorporated, 1-1 Suzukicho Kawasaki-ku, Kawasaki 210-8681 Japan
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Shimbo K, Oonuki T, Yahashi A, Hirayama K, Miyano H. Precolumn derivatization reagents for high-speed analysis of amines and amino acids in biological fluid using liquid chromatography/electrospray ionization tandem mass spectrometry. Rapid Commun Mass Spectrom 2009; 23:1483-1492. [PMID: 19350529 DOI: 10.1002/rcm.4026] [Citation(s) in RCA: 134] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
A rapid analytical method for amines and amino acids was developed, involving derivatization with the novel reagent 3-aminopyridyl-N-hydroxysuccinimidyl carbamate (APDS), followed by reversed-phase high-performance liquid chromatography and electrospray ionization tandem mass spectrometry (HPLC/ESI-MS/MS). More than 100 different analytes with amino groups, including amino acids in biological fluids such as mammalian plasma, could be measured within 10 min. The analytes were easily derivatized with APDS under the mild conditions. Selective reaction monitoring of ESI-MS/MS in positive mode was carried out to include the transitions of all of the protonated molecular ions of analytes derivatized with APDS to the common fragment at m/z 121, which was derived from the amino pyridyl moiety of the reagent. We evaluated the retention time precision, the quantification limits, the linearity, the intra- and inter-day precisions and the accuracy of 22 typical amino acids found in biological fluids, by analyzing a standard amino acid mixture and rat plasma. The intra-day relative standard deviations (RSDs) of the retention times of the 22 amino acids and their internal standards were within 0.9% and the inter-day RSDs were less than 1.1%, except for asparagines, with an RSD of 1.9%. The intra-day and inter-day RSDs of amino acid analyses in rat plasma were within 8.0% and 4.5%, respectively. The method, which facilitates the amino acid analysis of more than 100 samples in a day, represents an alternative to traditional amino acid analysis techniques, such as chromatography using postcolumn derivatization by ninhydrin.
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Affiliation(s)
- Kazutaka Shimbo
- Institute of Life Sciences, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki 210-8681, Japan.
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Yoshida H, Yamazaki J, Ozawa S, Mizukoshi T, Miyano H. Advantage of LC-MS metabolomics methodology targeting hydrophilic compounds in the studies of fermented food samples. J Agric Food Chem 2009; 57:1119-1126. [PMID: 19170502 DOI: 10.1021/jf803235m] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
The utility of a liquid chromatography mass spectrometry (LC-MS) method, using a pentafluorophenylpropyl (PFPP) bonded silica, was demonstrated in a metabolomics study of fermented food samples. Our LC-MS method was applied to Japanese fermented food (miso) of different stages of ripeness. The data acquired were evaluated by principal component analysis (PCA). The score plots indicated that the miso samples could be approximately classified into three groups, based on the stage of miso ripeness. The loading plots indicated that the ions responsible for group separation included not only amino acids and citric acid but also Amadori compounds. On the other hand, the miso samples were also analyzed by a conventional LC-MS method using an octadecyl (C(18)) column for comparison. The group separation of score plots from the conventional method was less clear than that from our method. The advantage of our LC-MS method is due to the different retention properties of the PFPP column and the C(18) column with hydrophilic compounds. Our LC-MS method will be useful for the metabolic profiling of fermented food samples.
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Affiliation(s)
- Hiroo Yoshida
- Institute of Life Sciences, Ajinomoto Co., Inc., 1-1, Suzuki-cho, Kawasaki-ku, Kawasaki-shi, 210-8681 Japan.
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Abstract
Recently, it has been reported that certain lots of heparin are associated with an acute, rapid onset of serious side effects indicative of allergic reaction, and (1)H NMR is one of the convenience but strong analytical methods to identify a contaminant in heparin. However, an NMR signal from the contaminant in some cases is overlapped with a satellite peak from heparin, leading a misunderstanding of the presence of the contaminant. Here, we show the satellite peak observed close to the NMR signal of the contaminant, and recommend the (13)C decoupling NMR to discriminate the satellite peak from the contaminant.
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Yoshida H, Mizukoshi T, Hirayama K, Miyano H. Comprehensive analytical method for the determination of hydrophilic metabolites by high-performance liquid chromatography and mass spectrometry. J Agric Food Chem 2007; 55:551-60. [PMID: 17263440 DOI: 10.1021/jf061955p] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
A method for the comprehensive analysis of hydrophilic metabolites, based on a combination of high-performance liquid chromatography and mass spectrometry, is described. We evaluated three types of stationary phases to achieve the separation of highly hydrophilic metabolites. Good chromatographic retention and separation of these metabolites were achieved on a pentafluorophenylpropyl-bonded silica column with gradient elution, using 0.1% aqueous formic acid and acetonitrile as the mobile phase. The optimized conditions allowed the comprehensive determination of the standard 49 kinds of amino acids, 6 kinds of amines, 45 kinds of organic acids, 18 kinds of nucleic bases, 5 kinds of nucleosides, and 14 kinds of nucleotides, and then the linearity, dynamic range, detection limit, and precision of the retention time and the peak area were validated. We applied this method for the targeted analysis of the components in soy sauce. The results from the quantitative determination of amino acids were compared to those obtained with an amino acid analyzer, and the accuracy was in the range between 85 and 119%. The accuracy of other detected components was confirmed to be 105-133% by the recovery rate after the addition of standard compounds. We also applied the method for the nontargeted metabolic profiling of the components in several kinds of soy sauces with the principal component analysis. They were classified by the manufacturing methods, and the components that corresponded to the differences were identified. This method could be useful for the targeted analysis of hydrophilic metabolites as well as their nontargeted metabolic profiling.
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Affiliation(s)
- Hiroo Yoshida
- Institute of Life Sciences, Ajinomoto Co., Inc., 1-1 Suzuki-cho, Kawasaki-ku, Kawasaki-shi, 210-8681 Japan
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Iwatani S, Van Dien S, Shimbo K, Kubota K, Kageyama N, Iwahata D, Miyano H, Hirayama K, Usuda Y, Shimizu K, Matsui K. Determination of metabolic flux changes during fed-batch cultivation from measurements of intracellular amino acids by LC-MS/MS. J Biotechnol 2006; 128:93-111. [PMID: 17055605 DOI: 10.1016/j.jbiotec.2006.09.004] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2006] [Revised: 08/16/2006] [Accepted: 09/08/2006] [Indexed: 12/01/2022]
Abstract
Metabolic flux analysis using (13)C-labeled substrates is a well-developed method for investigating cellular behavior in steady-state culture condition. To extend its application, in particular to typical industrial conditions, such as batch and fed-batch cultivations, a novel method of (13)C metabolic flux analysis is proposed. An isotopomer balancing model was developed to elucidate flux distributions in the central metabolism and all amino acids synthetic pathways. A lysine-producing strain of Escherichia coli was cultivated by fed-batch mode in a growth medium containing yeast extract. Mass distribution data was derived from both intracellular free amino acids and proteinogenic amino acids measured by LC-MS/MS, and a correction parameter for the protein turnover effect on the mass distributions of intracellular amino acids was introduced. Metabolic flux distributions were determined in both exponential and stationary phases. Using this new approach, a culture phase-dependent metabolic shift was detected in the fed-batch culture. The approach presented here has great potential for investigating cellular behavior in industrial processes, independent of cultivation modes, metabolic phase and growth medium.
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Affiliation(s)
- Shintaro Iwatani
- Systems Biology Group, Institute of Life Sciences, Ajinomoto Co., Inc., Kawasaki 210-8681, Japan.
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Yoshida H, Mizukoshi T, Hirayama K, Miyano H. On-line desalting–mass spectrometry system for the structural determination of hydrophilic metabolites, using a column switching technique and a volatile ion-pairing reagent. J Chromatogr A 2006; 1119:315-21. [PMID: 16620858 DOI: 10.1016/j.chroma.2006.03.098] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2005] [Revised: 02/18/2006] [Accepted: 03/28/2006] [Indexed: 11/22/2022]
Abstract
A novel desalting method, using a column switching technique and a volatile ion-pairing reagent, pentadecafluorooctanoic acid, was developed. This system allows hydrophilic and cationic compounds in a nonvolatile buffer to be directly introduced into a mass spectrometer for structural elucidation. The desalting procedure consists of four steps: (1) the fractionation of a target compound from a separation column, (2) the removal of salts with pentadecafluorooctanoic acid on the trap column, (3) the desorption of the compound from the trap column, and (4) the re-equilibration of the trap column with a pentadecafluorooctanoic acid solution. In this procedure, we investigated the methods for optimizing the desalting and re-equilibration steps. Various amino acids, including branched chain amino acids, aromatic amino acids, basic amino acids and methionine, after separation with phosphate buffer on a cation-exchange column, were successively desalted by this method, and were observed as protonated ions by mass spectrometry. This desalting system could be useful for the structural elucidation of unknown hydrophilic compounds eluted by conventional high-performance liquid chromatography methods, such as ion-exchange chromatography, with mobile phases containing nonvolatile salts. As an example, we present the structural elucidation of unknown metabolites in bovine serum.
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Affiliation(s)
- Hiroo Yoshida
- Institute of Life Sciences, Ajinomoto Co., Inc. 1-1 Suzuki-cho Kawasaki-ku, Kawasaki, Kanagawa, Japan
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Kubota K, Fukushima T, Yuji R, Miyano H, Hirayama K, Santa T, Imai K. Development of an HPLC-fluorescence determination method for carboxylic acids related to the tricarboxylic acid cycle as a metabolome tool. Biomed Chromatogr 2006; 19:788-95. [PMID: 15971288 DOI: 10.1002/bmc.518] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
We report the simultaneous determination of the carboxylic acids related to the tricarboxylic acid (TCA) cycle, which plays an important role in producing adenosine triphosphate (ATP) and generating energy in mitochondria. Seven carboxylic acids from the TCA cycle, and pyruvic acid and 2-methylsuccinic acid, as an internal standard, were derivatized with a fluorescent reagent for carboxyl groups, 4-N,N-dimethylaminosulfonyl-7-piperazino-2,1,3-benzoxadiazole (DBD-PZ), in the presence of 1-ethyl-3-(3-dimethylaminopropyl) carbodiimide and 4-N,N-dimethyaminopyridine as the coupling reagents, at 60 degrees C for 120 min. Subsequently, the excess DBD-PZ was removed efficiently using a cation-exchange cartridge, SDB-RPS (Empore). These fluorescent derivatives were separated well from each other on an octadecyl silica column (TSKgel ODS-80Ts, 250 x 4.6 mm, i.d.) with an eluent of acetonitrile-water containing 1% formic acid at a flow rate of 0.8 mL/min, and were detected fluorometrically at 560 nm, with excitation at 450 nm. The validation data were satisfactory in the range of 2.5-100 microm citric acid, isocitric acid, 2-oxoglutaric acid, succinic acid and fumaric acid. The detection limit (S/N = 3) for citric acid was 2 fmol on the column. The structures of these derivatives were confirmed by high-performance liquid chromatography-mass spectrometry, which proved that their carboxylic groups were completely labeled with DBD-PZ, except for oxaloacetic acid. This HPLC method was successfully applied to the analysis of TCA cycle metabolites in rat urine. The method will also be useful for metabolome research, such as for target analyses of metabolites with carboxyl groups, not only in urine but also in cells and organs.
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Affiliation(s)
- Kazuyuki Kubota
- Laboratory of Bio-Analytical Chemistry, Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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Tsukamoto Y, Santa T, Yoshida H, Miyano H, Fukushima T, Hirayama K, Imai K, Funatsu T. A further study on the combined use of internal standard and isotope-labeled derivatization reagent for expansion of linear dynamic ranges in liquid chromatography–electrospray mass spectrometry. Biomed Chromatogr 2006; 20:1049-55. [PMID: 16506283 DOI: 10.1002/bmc.636] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The combined use of a so-called internal standard and the isotope-labeled derivatization reagent for the quantification of analytes for liquid chromatography-mass spectrometry (LC/MS) was further studied. The sample solution (containing the analytes and an internal standard) was derivatized with the light form of the derivatization reagent, 7-(N,N-dimethylaminosulfonyl)-4-(aminoethyl)piperazino-2,1,3-benzoxadiazole (DBD-PZ-NH(2)) or 7-(N,N-dimethylaminosulfonyl)-4-piperazino-2,1,3-benzoxadiazole (DBD-PZ). A standard solution of the analytes (containing an internal standard) was derivatized with the isotope (d(6))-labeled derivatization reagent, DBD-PZ-NH(2) (D) or DBD-PZ (D), and served as the isotope-labeled internal standards. The peak heights of the targeted analytes derivatives in the sample solution were corrected using those of the internal standard and the heavy form derivatives of the standards, and the calibration curves were constructed. The curve bending of the calibration curves caused by the ion suppression at the ion source was suppressed and the linear dynamic ranges of the calibration curves were expanded. The derivatives of DBD-PZ-NH(2) were about 10 times more sensitively detected than those of DBD-PZ derivatives and, therefore, DBD-PZ-NH(2) might be suitable for sensitive detection.
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Affiliation(s)
- Yuhki Tsukamoto
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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Tsukamoto Y, Santa T, Yoshida H, Miyano H, Fukushima T, Hirayama K, Imai K, Funatsu T. Synthesis of the isotope-labeled derivatization reagent for carboxylic acids, 7-(N,N-dimethylaminosulfonyl)-4-(aminoethyl)piperazino-2,1,3-benzoxadiazole (d6) [DBD-PZ-NH2 (D)], and its application to the quantification and the determination of relative amount of fatty acids in rat plasma samples by high-performance liquid chromatography/mass spectrometry. Biomed Chromatogr 2006; 20:358-64. [PMID: 16167303 DOI: 10.1002/bmc.574] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The isotope-labeled benzofurazan derivatization reagent for carboxylic acids, 7-(N,N-dimethylaminosulfonyl)-4-(aminoethyl)piperazino-2,1,3-benzoxadiazole (d6) [DBD-PZ-NH2 (D)] was synthesized. DBD-PZ-NH2 (D) was used for the accurate quantification of fatty acids by liquid chromatography/mass spectrometry (LC/MS). The standard fatty acids were derivatized with DBD-PZ-NH2 (D) to the stable isotope-labeled compounds for the fatty acids derivatives of DBD-PZ-NH2 and used for the internal standards. The obtained calibration curves for fatty acids were linear over the range 0.1-200 microM (r2 > 0.999). Fatty acids in plasma samples were determined after derivatization with DBD-PZ-NH2 and analyzed by LC/MS using standard fatty acid DBD-PZ-NH2 (D) derivatives as internal standards. Furthermore, the relative amounts of fatty acids in two plasma samples were determined after derivatization with DBD-PZ-NH2 and DBD-PZ-NH2) (D). The isotope-labeled derivatization reagent was useful for accurate quantification and the determination of relative amounts of the metabolites in biological samples having the target functional group.
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Affiliation(s)
- Yuhki Tsukamoto
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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Ichinose T, Nakazato Y, Miyano H, Kimura T, Yamashita H, Takizawa K, Kawai S, Daida H, Kawasaki S, Amano A. Severe infundibular pulmonary stenosis and coronary artery stenosis with ventricular tachycardia 24 years after mediastinal irradiation. Intern Med 2005; 44:963-6. [PMID: 16258212 DOI: 10.2169/internalmedicine.44.963] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A 28-year-old man developed severe infundibular pulmonary stenosis (PS), coronary artery stenosis with sustained ventricular tachycardia (VT) 24 years after mediastinal irradiation (total amount of 40 Gray) for non-Hodgkin's lymphoma. Repair of right ventricular outflow tract and coronary artery bypass graft procedure were performed. Infundibular PS was successfully relieved after operation and VT was also controlled by medication. Mediastinal irradiation often causes various cardiac complications after a latent period. Therefore, continuous careful observation is mandatory in patients with the history of mediastinal irradiation.
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Affiliation(s)
- Tetsuo Ichinose
- Division of Cardiology, Department of Internal Medicine, Koshigaya Municipal Hospital, Saitama, Japan
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Torizawa T, Shimizu M, Taoka M, Miyano H, Kainosho M. Efficient production of isotopically labeled proteins by cell-free synthesis: a practical protocol. J Biomol NMR 2004; 30:311-325. [PMID: 15754057 DOI: 10.1007/s10858-004-3534-2] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2004] [Accepted: 08/31/2004] [Indexed: 05/24/2023]
Abstract
We provide detailed descriptions of our refined protocols for the cell-free production of labeled protein samples for NMR spectroscopy. These methods are efficient and overcome two critical problems associated with the use of conventional Escherichia coli extract systems. Endogenous amino acids normally present in E. coli S30 extracts dilute the added labeled amino acids and degrade the quality of NMR spectra of the target protein. This problem was solved by altering the protocol used in preparing the S30 extract so as to minimize the content of endogenous amino acids. The second problem encountered in conventional E. coli cell-free protein production is non-uniformity in the N-terminus of the target protein, which can complicate the NMR spectra. This problem was solved by adding a DNA sequence to the construct that codes for a cleavable N-terminal peptide tag. Addition of the tag serves to increase the yield of the protein as well as to ensure a homogeneous protein product following tag cleavage. We illustrate the method by describing its stepwise application to the production of calmodulin samples with different stable isotope labeling patterns for NMR analysis.
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