The employment of Fourier Transform Infrared Spectroscopy for discrimination and classification of Parupeneus barberinoides fish oil

Irnawati Irnawati; Asriullah Jabbar; Muhammad Ilyas Yusuf; Abdul Rohman; Sakinah Alfadillah

The employment of Fourier Transform Infrared Spectroscopy for discrimination and classification of Parupeneus barberinoides fish oil

Abstract

Goatfish oil (Parupeneus barberinoides) is a great of omega-3 source, which had beneficial effect in human health as consequence, these oil could be mixed with by products. Fourier trasform infrared (FTIR) spectroscopy combined chemometrics techniques of pattern recognition was used for discrimination and classification of fish head, fish meat, and fish bone of goatfish. Each part of goatfish was scanned using FTIR at mid regions (4000-600 cm-1). The result showed that the partial least square – discriminant analysis (PLS-DA) could be perfectly discrimination and classification of goatfish part by using the whole FTIR spectra as a variable. The variable important in projection (VIP) analysis revealed the vibration at 1710, 721, 1744, 3011, 1116, 1377, and 1032 cm-1 were considered for their significant contribution (VIP value > 1) in discriminating of different parts of goatfish oil. It can be concluded that FTIR spectroscopy combined supervised pattern recognition could be used as a rapid analytical technique for discrimination and classification of fish oil.

Keywords

References

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Details

Primary Language

English

Subjects

Pharmaceutical Chemistry

Journal Section

Research Article

Authors

Irnawati Irnawati ^*
0000-0001-8054-1664
Indonesia

Asriullah Jabbar This is me
0000-0001-8319-6341
Indonesia

Muhammad Ilyas Yusuf This is me
0000-0001-7882-5107
Indonesia

Abdul Rohman This is me
0000-0002-1141-7093
Indonesia

Sakinah Alfadillah This is me
0009-0007-5602-8597
Indonesia

Publication Date

June 28, 2025

Submission Date

October 26, 2023

Acceptance Date

December 20, 2023

Published in Issue

Year 2024 Volume: 28 Number: 5

IZ

https://izlik.org/JA75EX37ML

Cite

RIS / Bibtex

APA

Irnawati, I., Jabbar, A., Yusuf, M. I., Rohman, A., & Alfadillah, S. (2025). The employment of Fourier Transform Infrared Spectroscopy for discrimination and classification of Parupeneus barberinoides fish oil. Journal of Research in Pharmacy, 28(5), 1465-1471. https://izlik.org/JA75EX37ML

AMA

1.Irnawati I, Jabbar A, Yusuf MI, Rohman A, Alfadillah S. The employment of Fourier Transform Infrared Spectroscopy for discrimination and classification of Parupeneus barberinoides fish oil. J. Res. Pharm. 2025;28(5):1465-1471. https://izlik.org/JA75EX37ML

Chicago

Irnawati, Irnawati, Asriullah Jabbar, Muhammad Ilyas Yusuf, Abdul Rohman, and Sakinah Alfadillah. 2025. “The Employment of Fourier Transform Infrared Spectroscopy for Discrimination and Classification of Parupeneus Barberinoides Fish Oil”. Journal of Research in Pharmacy 28 (5): 1465-71. https://izlik.org/JA75EX37ML.

EndNote

Irnawati I, Jabbar A, Yusuf MI, Rohman A, Alfadillah S (July 1, 2025) The employment of Fourier Transform Infrared Spectroscopy for discrimination and classification of Parupeneus barberinoides fish oil. Journal of Research in Pharmacy 28 5 1465–1471.

IEEE

[1]I. Irnawati, A. Jabbar, M. I. Yusuf, A. Rohman, and S. Alfadillah, “The employment of Fourier Transform Infrared Spectroscopy for discrimination and classification of Parupeneus barberinoides fish oil”, J. Res. Pharm., vol. 28, no. 5, pp. 1465–1471, July 2025, [Online]. Available: https://izlik.org/JA75EX37ML

ISNAD

Irnawati, Irnawati - Jabbar, Asriullah - Yusuf, Muhammad Ilyas - Rohman, Abdul - Alfadillah, Sakinah. “The Employment of Fourier Transform Infrared Spectroscopy for Discrimination and Classification of Parupeneus Barberinoides Fish Oil”. Journal of Research in Pharmacy 28/5 (July 1, 2025): 1465-1471. https://izlik.org/JA75EX37ML.

JAMA

1.Irnawati I, Jabbar A, Yusuf MI, Rohman A, Alfadillah S. The employment of Fourier Transform Infrared Spectroscopy for discrimination and classification of Parupeneus barberinoides fish oil. J. Res. Pharm. 2025;28:1465–1471.

MLA

Irnawati, Irnawati, et al. “The Employment of Fourier Transform Infrared Spectroscopy for Discrimination and Classification of Parupeneus Barberinoides Fish Oil”. Journal of Research in Pharmacy, vol. 28, no. 5, July 2025, pp. 1465-71, https://izlik.org/JA75EX37ML.

Vancouver

1.Irnawati Irnawati, Asriullah Jabbar, Muhammad Ilyas Yusuf, Abdul Rohman, Sakinah Alfadillah. The employment of Fourier Transform Infrared Spectroscopy for discrimination and classification of Parupeneus barberinoides fish oil. J. Res. Pharm. [Internet]. 2025 Jul. 1;28(5):1465-71. Available from: https://izlik.org/JA75EX37ML