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Erschienen in: Journal of Natural Medicines 3/2021

Open Access 11.02.2021 | Original Paper

Metabolic fingerprinting for discrimination of DNA-authenticated Atractylodes plants using 1H NMR spectroscopy

verfasst von: Tatsuya Shirahata, Hiroshi Ishikawa, Teruhisa Kudo, Yumiko Takada, Azusa Hoshino, Yui Taga, Yusaku Minakuchi, Tomoko Hasegawa, Rina Horiguchi, Takehiro Hirayama, Takahiro Konishi, Hiroaki Takemoto, Noriko Sato, Masako Aragane, Tetsuro Oikawa, Hiroshi Odaguchi, Toshihiko Hanawa, Eiichi Kodaira, Tatsuo Fukuda, Yoshinori Kobayashi

Erschienen in: Journal of Natural Medicines | Ausgabe 3/2021

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Abstract

Identifying different species of the genus Atractylodes which are commonly used in Chinese and Japanese traditional medicine, using chromatographic approaches can be difficult. 1H NMR metabolic profiling of DNA-authenticated, archived rhizomes of the genus Atractylodes was performed for genetic and chemical evaluation. The ITS region of the nuclear rDNA was sequenced for five species, A. japonica, A. macrocephala, A. lancea, A. chinensis, and A. koreana. Our samples had nucleotide sequences as previously reported, except that part of the A. lancea cultivated in Japan had a type 5, hybrid DNA sequence. Principal component analysis (PCA) using 1H NMR spectra of extracts with two solvent systems (CD3OD, CDCl3) was performed. When CDCl3 extracts were utilized, the chemometric analysis enabled the identification and classification of Atractylodes species according to their composition of major sesquiterpene compounds. The 1H NMR spectra using CD3OD contained confounding sugar peaks. PCA removal of these peaks gave the same result as that obtained using CDCl3 and allowed species distinction. Such chemometric methods with multivariate analysis of NMR spectra will be useful for the discrimination of plant species, without specifying the index components and quantitative analysis on multi-components.

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Literatur
1.
Zurück zum Zitat Fu SM, Fang HJ, Liu GS, Xiao PG (1981) A study on the medicinal plants of the genus Atractylodes. Acta Phytotaxon Sin 19:195–202 Fu SM, Fang HJ, Liu GS, Xiao PG (1981) A study on the medicinal plants of the genus Atractylodes. Acta Phytotaxon Sin 19:195–202
2.
Zurück zum Zitat Hiraoka N (1993) Medicinal and aromatic plants. In: Bajaj YPS (Ed), Springer-Verlag, Berlin, pp. 79–91 Hiraoka N (1993) Medicinal and aromatic plants. In: Bajaj YPS (Ed), Springer-Verlag, Berlin, pp. 79–91
3.
Zurück zum Zitat Tang W, Eisenbrand G (1992) Chinese drugs of plant origin. Springer-Verlag, Berlin, pp 209–211CrossRef Tang W, Eisenbrand G (1992) Chinese drugs of plant origin. Springer-Verlag, Berlin, pp 209–211CrossRef
4.
Zurück zum Zitat Ministry of Health, Welfare and Labor of Japan (2016) The Japanese Pharmacopoeia, 17th edn, Ministry of Health, Welfare and Labor of Japan. Tokyo, Japan Ministry of Health, Welfare and Labor of Japan (2016) The Japanese Pharmacopoeia, 17th edn, Ministry of Health, Welfare and Labor of Japan. Tokyo, Japan
5.
Zurück zum Zitat Liu GS, Fu SM, Feng SX (1979) Manual of Chinese Medicines; Institute of Materia Medica of Chinese Academy of Medicinal Sciences, People’s Health Publishing House: Beijing, pp. 152–164 Liu GS, Fu SM, Feng SX (1979) Manual of Chinese Medicines; Institute of Materia Medica of Chinese Academy of Medicinal Sciences, People’s Health Publishing House: Beijing, pp. 152–164
6.
Zurück zum Zitat Nishikawa Y, Watanabe Y, Seto T (1975) Studies on the evaluation of crude drugs. I. Comparative studies on the components of Atractylodes Rhizomes. Shoyakugaku Zasshi 29:139–146 Nishikawa Y, Watanabe Y, Seto T (1975) Studies on the evaluation of crude drugs. I. Comparative studies on the components of Atractylodes Rhizomes. Shoyakugaku Zasshi 29:139–146
7.
Zurück zum Zitat Takeda O, Miki E, Terabayashi S, Okada M, Lu Y, He H-S, He S-A (1995) Variation of essential oil components of Atractylodes chinensis growing in China. Yakugaku Zasshi 115:543–552CrossRef Takeda O, Miki E, Terabayashi S, Okada M, Lu Y, He H-S, He S-A (1995) Variation of essential oil components of Atractylodes chinensis growing in China. Yakugaku Zasshi 115:543–552CrossRef
8.
Zurück zum Zitat Takeda O, Miki E, Terabayashi S, Okada M, Lu Y, He HS, He SA (1996) A comparative study on essential oil components of wild and cultivated Atractylodes lancea and A. chinensis. Planta Med 62:444–449CrossRef Takeda O, Miki E, Terabayashi S, Okada M, Lu Y, He HS, He SA (1996) A comparative study on essential oil components of wild and cultivated Atractylodes lancea and A. chinensis. Planta Med 62:444–449CrossRef
9.
Zurück zum Zitat Terabayashi S, Miki E, Takeda O, Lu Y, He H-S (1997) Anatomical variations in rhizomes of Atractylodes lancea (Thunb.) DC. and A. chinensis Koidz. (Compositae), original plants of Chinese natural medicine, “Cangzhu.” J Jpn Bot 72:238–248 Terabayashi S, Miki E, Takeda O, Lu Y, He H-S (1997) Anatomical variations in rhizomes of Atractylodes lancea (Thunb.) DC. and A. chinensis Koidz. (Compositae), original plants of Chinese natural medicine, “Cangzhu.” J Jpn Bot 72:238–248
10.
Zurück zum Zitat Hiraoka N, Matoba K, Ogawa N, Kagoshima K (1997) Atractylon is a major sesquiterpene in young Atractylodes lancea plants raised from shoot cultures. Nat Med 51:417–419 Hiraoka N, Matoba K, Ogawa N, Kagoshima K (1997) Atractylon is a major sesquiterpene in young Atractylodes lancea plants raised from shoot cultures. Nat Med 51:417–419
12.
Zurück zum Zitat Kawanishi F, Takahashi T, Omukai T, Zhang B-G, Li Z-LXP-G (1994) Comparison of the outer morphologies, growth and the components in the rhizomes of Atractylodes plants cultivated in Kyoto and Bejing. Nat Med 48:1–10 Kawanishi F, Takahashi T, Omukai T, Zhang B-G, Li Z-LXP-G (1994) Comparison of the outer morphologies, growth and the components in the rhizomes of Atractylodes plants cultivated in Kyoto and Bejing. Nat Med 48:1–10
13.
Zurück zum Zitat Takeda O, Miki E, Morita M, Okada M, Lu Y, He H-S (1994) Variation of essential oil components of Atractylodes lancea growing in Mt. Maoshan area in Jiangsu Province, China. Nat Med 48:11–17 Takeda O, Miki E, Morita M, Okada M, Lu Y, He H-S (1994) Variation of essential oil components of Atractylodes lancea growing in Mt. Maoshan area in Jiangsu Province, China. Nat Med 48:11–17
14.
Zurück zum Zitat Kohda H, Goto K, Anetai M, Yamagishi T (1994) Studies on the botanical origin of Atractylodes lancea. Nat Med 48:58–62 Kohda H, Goto K, Anetai M, Yamagishi T (1994) Studies on the botanical origin of Atractylodes lancea. Nat Med 48:58–62
15.
Zurück zum Zitat Takeda O, Miki E, Terabayashi S, Okada M, Lu Y, He H-S, He S-A (1995) Variation of essential oil components of Atractylodes lancea growing in China. Nat Med 49:18–23 Takeda O, Miki E, Terabayashi S, Okada M, Lu Y, He H-S, He S-A (1995) Variation of essential oil components of Atractylodes lancea growing in China. Nat Med 49:18–23
17.
18.
Zurück zum Zitat Cho HD, Kim U, Suh JH, Eom HY, Kim J, Lee SG, Choi YS, Han SB (2016) Classification of the medicinal plants of the genus Atractylodes using high-performance liquid chromatography with diode array and tandem mass spectrometry detection combined with multivariate statistical analysis. J Sep Sci 39:1286–1294. https://doi.org/10.1002/jssc.201501279CrossRef Cho HD, Kim U, Suh JH, Eom HY, Kim J, Lee SG, Choi YS, Han SB (2016) Classification of the medicinal plants of the genus Atractylodes using high-performance liquid chromatography with diode array and tandem mass spectrometry detection combined with multivariate statistical analysis. J Sep Sci 39:1286–1294. https://​doi.​org/​10.​1002/​jssc.​201501279CrossRef
19.
Zurück zum Zitat Yoshitomi T, Wakana D, Uchiyama N, Tsujimoto T, Kawano N, Yokokura T, Yamamoto Y, Fuchino H, Hakamatsuka T, Komatsu K, Kawahara N, Maruyama T (2020) 1H NMR-based metabolomic analysis coupled with reversed-phase solid-phase extraction for sample preparation of Saposhnikovia roots and related crude drugs. J Nat Med 74:65–75. https://doi.org/10.1007/s11418-019-01343-2CrossRef Yoshitomi T, Wakana D, Uchiyama N, Tsujimoto T, Kawano N, Yokokura T, Yamamoto Y, Fuchino H, Hakamatsuka T, Komatsu K, Kawahara N, Maruyama T (2020) 1H NMR-based metabolomic analysis coupled with reversed-phase solid-phase extraction for sample preparation of Saposhnikovia roots and related crude drugs. J Nat Med 74:65–75. https://​doi.​org/​10.​1007/​s11418-019-01343-2CrossRef
24.
Zurück zum Zitat Goodacre R, Shann B, Gilbert RJ, Timmins ÉM, McGovern AC, Alsberg BK, Kell DB, Logan NA (2000) Detection of the dipicolinic acid biomarker in Bacillus spores using curie-point pyrolysis mass spectrometry and Fourier transform infrared spectroscopy. Anal Chem 72:119–127. https://doi.org/10.1021/ac990661iCrossRef Goodacre R, Shann B, Gilbert RJ, Timmins ÉM, McGovern AC, Alsberg BK, Kell DB, Logan NA (2000) Detection of the dipicolinic acid biomarker in Bacillus spores using curie-point pyrolysis mass spectrometry and Fourier transform infrared spectroscopy. Anal Chem 72:119–127. https://​doi.​org/​10.​1021/​ac990661iCrossRef
26.
Zurück zum Zitat Doyle JJ (1987) A rapid DNA isolation procedure for small quantities of fresh leaf tissue. Phytochem Bull 19:11–15 Doyle JJ (1987) A rapid DNA isolation procedure for small quantities of fresh leaf tissue. Phytochem Bull 19:11–15
27.
Zurück zum Zitat White TJ, Bruns T, Lee S (1990) Taylor JW. In: Innis MA, Gelfand DH, Sninsky JJ, White TJ (eds) PCR protocols—a guide to methods and applications. Academic Press Inc., New York, pp 315–322 White TJ, Bruns T, Lee S (1990) Taylor JW. In: Innis MA, Gelfand DH, Sninsky JJ, White TJ (eds) PCR protocols—a guide to methods and applications. Academic Press Inc., New York, pp 315–322
29.
Zurück zum Zitat Hall AT (1999) BioEdit : a user-friendly biological sequence alignment editor and analysis program for Windows 95/98/NT. Nucleic Acids Symp Ser 41:95–98 Hall AT (1999) BioEdit : a user-friendly biological sequence alignment editor and analysis program for Windows 95/98/NT. Nucleic Acids Symp Ser 41:95–98
30.
Zurück zum Zitat Swofford DL PAUP* (2002) Phylogenetic analysis using parsimony (*and Other Methods). Version 4; Sinauer Associations: Sunderland, Massachusetts Swofford DL PAUP* (2002) Phylogenetic analysis using parsimony (*and Other Methods). Version 4; Sinauer Associations: Sunderland, Massachusetts
31.
Zurück zum Zitat Triba MN, Le Moyec L, Amathieu R, Goossens C, Bouchemal N, Nahon P, Rutledge DN, Savarin P (2015) PLS/OPLS models in metabolomics: the impact of permutation of dataset rows on the K-fold cross-validation quality parameters. Mol Biosyst 11:13–19. https://doi.org/10.1039/C4MB00414KCrossRef Triba MN, Le Moyec L, Amathieu R, Goossens C, Bouchemal N, Nahon P, Rutledge DN, Savarin P (2015) PLS/OPLS models in metabolomics: the impact of permutation of dataset rows on the K-fold cross-validation quality parameters. Mol Biosyst 11:13–19. https://​doi.​org/​10.​1039/​C4MB00414KCrossRef
32.
Zurück zum Zitat Eriksson L (2001) Multi- and megavariate data analysis principles and applications. Umetrics Academy, Umea, Sweden Eriksson L (2001) Multi- and megavariate data analysis principles and applications. Umetrics Academy, Umea, Sweden
33.
Zurück zum Zitat Marcia MCF (2017) Encyclopedia of physical organic chemistry. Online Library; Wiley, Hoboken, NJ, USA, pp 2041–2058 Marcia MCF (2017) Encyclopedia of physical organic chemistry. Online Library; Wiley, Hoboken, NJ, USA, pp 2041–2058
Metadaten
Titel
Metabolic fingerprinting for discrimination of DNA-authenticated Atractylodes plants using 1H NMR spectroscopy
verfasst von
Tatsuya Shirahata
Hiroshi Ishikawa
Teruhisa Kudo
Yumiko Takada
Azusa Hoshino
Yui Taga
Yusaku Minakuchi
Tomoko Hasegawa
Rina Horiguchi
Takehiro Hirayama
Takahiro Konishi
Hiroaki Takemoto
Noriko Sato
Masako Aragane
Tetsuro Oikawa
Hiroshi Odaguchi
Toshihiko Hanawa
Eiichi Kodaira
Tatsuo Fukuda
Yoshinori Kobayashi
Publikationsdatum
11.02.2021
Verlag
Springer Singapore
Erschienen in
Journal of Natural Medicines / Ausgabe 3/2021
Print ISSN: 1340-3443
Elektronische ISSN: 1861-0293
DOI
https://doi.org/10.1007/s11418-020-01471-0

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