» Articles » PMID: 30263759

Discrimination of Citrus Fruits Using FT-IR Fingerprinting by Quantitative Prediction of Bioactive Compounds

Overview
Specialty Biotechnology
Date 2018 Sep 29
PMID 30263759
Citations 1
Authors
Affiliations
Soon will be listed here.
Abstract

High throughput screening of citrus samples containing elevated concentrations of total carotenoids, flavonoids, and phenolic compounds was accomplished using ultraviolet-visible spectroscopy and Fourier transform infrared (FT-IR) spectroscopy, combined with multivariate analysis. Principal component analysis and partial least squares discriminant analysis using FT-IR spectra were able to differentiate seven citrus fruit groups into three distinct clusters corresponding to their taxonomic relationship. Quantitative prediction modeling of total carotenoids, flavonoids, and phenolic compounds in citrus fruit was established using a partial least squares regression algorithm from the FT-IR spectra. The regression coefficients ( ) of predicted and estimated values of total carotenoids, flavonoids, and phenolic compounds were all 0.99. The results indicated that accurate quantitative predictions of total carotenoids, flavonoids, and phenolic compounds were possible from citrus fruit FT-IR spectra, and that the resulting quantitative prediction model might be useful as a rapid selection tool for citrus fruits containing elevated carotenoids, flavonoids, and phenolic compounds.

Citing Articles

Insights on the role of chemometrics and vibrational spectroscopy in fruit metabolite analysis.

Sultanbawa Y, Smyth H, Truong K, Chapman J, Cozzolino D Food Chem (Oxf). 2022; 3:100033.

PMID: 35415666 PMC: 8991517. DOI: 10.1016/j.fochms.2021.100033.

References
1.
DSouza L, Devi P, Shridhar D, Naik C . Use of Fourier Transform Infrared (FTIR) spectroscopy to study cadmium-induced changes in Padina tetrastromatica (Hauck). Anal Chem Insights. 2009; 3:135-43. PMC: 2701167. View

2.
Fiehn O, Kopka J, Dormann P, Altmann T, Trethewey R, Willmitzer L . Metabolite profiling for plant functional genomics. Nat Biotechnol. 2000; 18(11):1157-61. DOI: 10.1038/81137. View

3.
Aktumsek A, Zengin G, Guler G, Selim Cakmak Y, Duran A . Assessment of the antioxidant potential and fatty acid composition of four Centaurea L. taxa from Turkey. Food Chem. 2013; 141(1):91-7. DOI: 10.1016/j.foodchem.2013.02.092. View

4.
Wu C, Murthy H, Hahn E, Paek K . Improved production of caffeic acid derivatives in suspension cultures of Echinacea purpurea by medium replenishment strategy. Arch Pharm Res. 2007; 30(8):945-9. DOI: 10.1007/BF02993961. View

5.
Krishnan P, Kruger N, Ratcliffe R . Metabolite fingerprinting and profiling in plants using NMR. J Exp Bot. 2004; 56(410):255-65. DOI: 10.1093/jxb/eri010. View