Research Article

Chemometric-assisted fingerprinting profiling of the Pagoda (Clerodendrum paniculatum L.) extract variation using proton nuclear magnetic resonance (1H NMR) method, compound isolation, and cytotoxic activity

Volume: 29 Number: 3 June 4, 2025
  • Budiman Yasir
  • Muh Azwar Ar
  • Andi Paluseri
  • Muhammad Akmal Sukara
  • Yohei Saito
  • Kyoko Nakagawa-goto
  • Muhammad Raihan
  • Gemini Alam
  • Abdul Rohman *
EN

Chemometric-assisted fingerprinting profiling of the Pagoda (Clerodendrum paniculatum L.) extract variation using proton nuclear magnetic resonance (1H NMR) method, compound isolation, and cytotoxic activity

Abstract

One of the best solutions to understanding the chemical data of complex natural substances is to use chemometric techniques. This research aims to apply chemometric techniques, specifically principal component analysis (PCA) and cluster analysis (CA), to determine the fingerprint profiles of nine pagoda extracts (PCP) and their isolated compounds using 1H NMR data and to conduct initial cytotoxicity tests on the extracts. PCP flowers were extracted using various solvents and extraction methods, resulting in 9 types of extracts. The methanol-extracted flower portion was subjected to maceration and the compounds were then isolated using various techniques, including silica gel, column chromatography, and preparative thin layer chromatography (PTLC), which yielded 3 types of compounds. The structures were identified using 1D and 2D NMR and mass spectrometry. Meanwhile, their cytotoxic activity was tested on MCF-7, A549, KB, KB-VIN, and MDA-MB-231 cancer cells using the sulforhodamine B (SRB) assay. The research results revealed that compounds (1) stigmasta-5,22,25-trien-3β-ol, (2) 6-nonadecenoic acid, and (3) 6,9-nonadecadienoic acid, methyl ester was discovered in this plant for the first time. The fingerprinting profile of the PCP extracts and compounds showed resonance at δH 5.33 ppm (m, 1H) and δH 5.24 ppm (m, 1H). PCA of the 12 samples with eigenvalues > 1 explained 91% of the data and exhibited a normal distribution. The score plot was influenced by PC1 (82.2%) and PC2 (10.5%). The loading plot and CA combined with the linearity of (1), (2), and (3) with respect to the variation in extracts had determination coefficients (R² = 0.7550 - 0.9288) and similarities (78.26% - 98.98%). Cytotoxicity activity showed weak growth inhibition (> 89.6%) in all tested cancer cell types. In conclusion, 1H NMR spectrum and chemometrics detects the fingerprinting profile of Pagoda extract variations, clustering extracts, identifying marker compounds, and potential for cytotoxicity studies in cancer cells.

Keywords

References

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Details

Primary Language

English

Subjects

Pharmacology and Pharmaceutical Sciences (Other)

Journal Section

Research Article

Authors

Budiman Yasir This is me
Indonesia

Muh Azwar Ar This is me
Indonesia

Andi Paluseri This is me
Indonesia

Muhammad Akmal Sukara This is me
Indonesia

Yohei Saito This is me
Japan

Kyoko Nakagawa-goto This is me
Japan

Muhammad Raihan This is me
Indonesia

Gemini Alam
Indonesia

Abdul Rohman * This is me
Indonesia

Publication Date

June 4, 2025

Submission Date

February 16, 2024

Acceptance Date

July 29, 2024

Published in Issue

Year 2025 Volume: 29 Number: 3

APA
Yasir, B., Azwar Ar, M., Paluseri, A., Sukara, M. A., Saito, Y., Nakagawa-goto, K., Raihan, M., Alam, G., & Rohman, A. (2025). Chemometric-assisted fingerprinting profiling of the Pagoda (Clerodendrum paniculatum L.) extract variation using proton nuclear magnetic resonance (1H NMR) method, compound isolation, and cytotoxic activity. Journal of Research in Pharmacy, 29(3), 971-984. https://doi.org/10.12991/jrespharm.1693824
AMA
1.Yasir B, Azwar Ar M, Paluseri A, et al. Chemometric-assisted fingerprinting profiling of the Pagoda (Clerodendrum paniculatum L.) extract variation using proton nuclear magnetic resonance (1H NMR) method, compound isolation, and cytotoxic activity. J. Res. Pharm. 2025;29(3):971-984. doi:10.12991/jrespharm.1693824
Chicago
Yasir, Budiman, Muh Azwar Ar, Andi Paluseri, et al. 2025. “Chemometric-Assisted Fingerprinting Profiling of the Pagoda (Clerodendrum Paniculatum L.) Extract Variation Using Proton Nuclear Magnetic Resonance (1H NMR) Method, Compound Isolation, and Cytotoxic Activity”. Journal of Research in Pharmacy 29 (3): 971-84. https://doi.org/10.12991/jrespharm.1693824.
EndNote
Yasir B, Azwar Ar M, Paluseri A, Sukara MA, Saito Y, Nakagawa-goto K, Raihan M, Alam G, Rohman A (June 1, 2025) Chemometric-assisted fingerprinting profiling of the Pagoda (Clerodendrum paniculatum L.) extract variation using proton nuclear magnetic resonance (1H NMR) method, compound isolation, and cytotoxic activity. Journal of Research in Pharmacy 29 3 971–984.
IEEE
[1]B. Yasir et al., “Chemometric-assisted fingerprinting profiling of the Pagoda (Clerodendrum paniculatum L.) extract variation using proton nuclear magnetic resonance (1H NMR) method, compound isolation, and cytotoxic activity”, J. Res. Pharm., vol. 29, no. 3, pp. 971–984, June 2025, doi: 10.12991/jrespharm.1693824.
ISNAD
Yasir, Budiman - Azwar Ar, Muh - Paluseri, Andi - Sukara, Muhammad Akmal - Saito, Yohei - Nakagawa-goto, Kyoko - Raihan, Muhammad - Alam, Gemini - Rohman, Abdul. “Chemometric-Assisted Fingerprinting Profiling of the Pagoda (Clerodendrum Paniculatum L.) Extract Variation Using Proton Nuclear Magnetic Resonance (1H NMR) Method, Compound Isolation, and Cytotoxic Activity”. Journal of Research in Pharmacy 29/3 (June 1, 2025): 971-984. https://doi.org/10.12991/jrespharm.1693824.
JAMA
1.Yasir B, Azwar Ar M, Paluseri A, Sukara MA, Saito Y, Nakagawa-goto K, Raihan M, Alam G, Rohman A. Chemometric-assisted fingerprinting profiling of the Pagoda (Clerodendrum paniculatum L.) extract variation using proton nuclear magnetic resonance (1H NMR) method, compound isolation, and cytotoxic activity. J. Res. Pharm. 2025;29:971–984.
MLA
Yasir, Budiman, et al. “Chemometric-Assisted Fingerprinting Profiling of the Pagoda (Clerodendrum Paniculatum L.) Extract Variation Using Proton Nuclear Magnetic Resonance (1H NMR) Method, Compound Isolation, and Cytotoxic Activity”. Journal of Research in Pharmacy, vol. 29, no. 3, June 2025, pp. 971-84, doi:10.12991/jrespharm.1693824.
Vancouver
1.Budiman Yasir, Muh Azwar Ar, Andi Paluseri, Muhammad Akmal Sukara, Yohei Saito, Kyoko Nakagawa-goto, Muhammad Raihan, Gemini Alam, Abdul Rohman. Chemometric-assisted fingerprinting profiling of the Pagoda (Clerodendrum paniculatum L.) extract variation using proton nuclear magnetic resonance (1H NMR) method, compound isolation, and cytotoxic activity. J. Res. Pharm. 2025 Jun. 1;29(3):971-84. doi:10.12991/jrespharm.1693824