Quality Control and Authentication of Black Betel Leaf Extract (Piper acre Blume) from East Kalimantan as an Antimicrobial Agent Using a Combination of High-Performance Liquid Chromatography and Chemometric Fourier Transform Infrared
Abstract
:1. Introduction
2. Results
2.1. Identification and Standardization
2.2. Quantitative Analysis Using High-Performance Liquid Chromatography
2.3. FTIR-Chemometric Analysis
3. Discussion
4. Materials and Methods
4.1. Plant Material
4.2. Extraction
4.3. Materials
4.4. Antimicrobial Activity
4.5. Method of HPLC Preparation
4.6. Method of FTIR-Chemometric Preparation
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Sample Availability
References
- Chen, J.; Zhang, D.; Wang, Q.; Yang, A.; Zheng, Y.; Wang, L. Comprehensive Comparison of Two Color Varieties of Perillae Folium by GC-MS-Based Metabolomic Approach. Molecules 2022, 27, 6792. [Google Scholar] [CrossRef] [PubMed]
- Maulidya, V.; Hasanah, A.N.; Rijai, L.; Muchtaridi, M. Extraction and Characterization Of Black Betel Leaf (Piper acre Blume.) Essential Oils from East Kalimantan. Int. J. Appl. Pharm. 2022, 14, 38–44. [Google Scholar] [CrossRef]
- Jebali, J.; Ghazghazi, H.; Aouadhi, C.; ELBini-Dhouib, I.; Ben Salem, R.; Srairi-Abid, N.; Marrakchi, N.; Rigane, G. Tunisian Native Mentha pulegium L. Extracts: Phytochemical Composition and Biological Activities. Molecules 2022, 27, 314. [Google Scholar] [CrossRef]
- Prasetya, F.; Salam, S.; Rahmadani, A.; Haikal, K.; Febrina, L.; Anshory, H.; Kuncoro, H. Novel Amides Derivative with Antimicrobial Activity of Piper betle var. nigra Leaves from Indonesia. Molecules 2021, 26, 335. [Google Scholar] [CrossRef]
- Rija’i, H.R.; Syafnir, L.; Rismawati, E. Antioxidant Activity Test of Black Betel Leaf (Piper acre Blume.) Extract with Free Radical Reduction of Dpph (1,1-Diphenyl-2-Pikril Hydrazil). Spes. Pharm. Proc. 2015, 1, 58–64. [Google Scholar]
- Srirama, R.; Santhosh Kumar, J.U.; Seethapathy, G.S.; Newmaster, S.G.; Ragupathy, S.; Ganeshaiah, K.N.; Uma Shaanker, R.; Ravikanth, G. Species adulteration in the herbal trade: Causes, consequences and mitigation. Drug Saf. 2017, 40, 651–661. [Google Scholar] [CrossRef] [PubMed]
- Newmaster, S.G.; Grguric, M.; Shanmughanandhan, D.; Ramalingam, S.; Ragupathy, S. DNA barcoding detects contamination and substitution in North American herbal products. BMC Med. 2013, 11, 222. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mishra, P.; Kumar, A.; Nagireddy, A.; Mani, D.N.; Shukla, A.K.; Tiwari, R.; Sundaresan, V. DNA barcoding: An efficient tool to overcome authentication challenges in the herbal market. Plant Biotechnol. J. 2016, 14, 8–21. [Google Scholar] [CrossRef] [PubMed]
- Torelli, A.; Marieschi, M.; Bruni, R. Authentication of saffron (Crocus sativus L.) in different processed, retail products by means of SCAR markers. Food Control 2014, 36, 126–131. [Google Scholar] [CrossRef]
- Urumarudappa, S.K.; Gogna, N.; Newmaster, S.G.; Venkatarangaiah, K.; Subramanyam, R.; Saroja, S.G.; Gudasalamani, R.; Dorai, K.; Ramanan, U.S. DNA barcoding and NMR spectroscopy-based assessment of species adulteration in the raw herbal trade of Saraca asoca (Roxb.) Willd, an important medicinal plant. Int. J. Legal Med. 2016, 130, 1457–1470. [Google Scholar] [CrossRef]
- Sasidharan, S.; Chen, Y.; Saravanan, D.; Sundram, K.M.; Latha, Y.L. Extraction, Isolation and Characterization of Bioactive Compounds from Plants’ Extracts. Afr. J. Tradit. Complement. Altern. Med. 2011, 8, 1–10. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Triyasmono, L.; Munisa, I.; Anwar, K.; Wianto, T.; Santoso, H.B.; Rohman, A. Identification and Authentication of Eurycoma longifolia Root Extract from Zingiber officinale rhizome using FTIR Spectroscopy and Chemometrics. Indones. J. Chemom. Pharm. Anal. 2021, 1, 69–77. [Google Scholar]
- Bunaciu, A.A.; Aboul-Enein, H.Y.; Fleschin, S. Recent applications of fourier transform infrared spectrophotometry in herbal medicines analysis. Appl. Spectrosc. Rev. 2011, 46, 251–260. [Google Scholar] [CrossRef]
- Vogel, H.; González, M.; Faini, F.; Razmilic, I.; Rodríguez, J.; Martín, J.S.; Urbina, F. Antioxidant properties and TLC characterization of four Chilean Haplopappus-species known as bailahuén. J. Ethnopharmacol. 2005, 97, 97–100. [Google Scholar] [CrossRef]
- Lu, Y.; Chen, D.F. Analysis of Schisandra chinensis and Schisandra sphenanthera. J. Chromatogr. 2009, 1216, 1980–1990. [Google Scholar] [CrossRef]
- Wan, Y.T.; Chen, Y.; Zhang, W.; Liu, B.; Tiem, L.Y.; Mun, F.Y.; Chen, J. Application of FT-IR spectroscopy and chemometric technique for the identification of three different parts of Camellia nitidissima and discrimination of its authenticated product. Front Pharmacol. 2022, 13, 931203. [Google Scholar]
- Sun, S.; Chen, J.; Zhou, Q.; Lu, G.; Chan, K. Application of mid-infrared spectroscopy in the quality control of traditional Chinese medicines. Planta Medica 2010, 76, 1987–1996. [Google Scholar] [CrossRef]
- Gad, H.A.; El-Ahmady, S.H.; Abou-Shoer, M.I.; Al-Azizi, M.M. Application of chemometrics in authentication of herbal medicines: A review. Phytochem. Anal. 2013, 24, 1–24. [Google Scholar] [CrossRef]
- Zou, H.B.; Yang, G.S.; Qin, Z.R.; Jiang, W.Q.; Du, A.Q.; Aboul-Enein, H.Y. Progress in quality control of herbal medicine with IR fingerprint spectra. Anal. Lett. 2005, 38, 1457–1475. [Google Scholar] [CrossRef]
- Kokalj, M.; Kolar, J.; Trafela, T.; Kreft, S. Differences among Epilobium and Hypericum species revealed by four IR spectroscopy modes: Transmission, KBr tablet, diffuse reflectance and ATR. Phytochem. Anal. 2011, 22, 541–546. [Google Scholar] [CrossRef]
- Rohman, A.; Che Man, Y.B.; Riyanto, S. Authentication analysis of red fruit (Pandanus Conoideus Lam) oil using FTIR spectroscopy in combination with chemometrics. Phytochem. Anal. 2011, 22, 462–467. [Google Scholar] [CrossRef] [PubMed]
- De Luca, M.; Terouzi, W.; Kzaiber, F.; Ioele, G.; Oussama, A.; Ragno, G. Classification of moroccan olive cultivars by linear discriminant analysis applied to ATR–FTIR spectra of endocarps. Int. J. Food Sci. Technol. 2012, 47, 1286–1292. [Google Scholar] [CrossRef]
- Wu, S.; Shou, J.; Yu, P.; Cheng, C. Application of FT-IR spectroscopy coupled with chemometrics for authentication of Taxus chinensis (Pilger) Rehd. J. Chin. Med. Res. Dev. 2012, 1, 61–69. [Google Scholar]
- Li, Y.Q.; Kong, D.X.; Wu, H. Analysis and evaluation of essential oil components of cinnamon barks using GC-MS and FTIR spectroscopy. Ind. Crops Prod. 2013, 41, 269–278. [Google Scholar] [CrossRef]
- Bhavna, A.O.; Ojha, A.; Bhargava, S.; Ali, J.; Baboota, S. International Council for Harmonisation (ICH) Guidelines, Regulatory Affairs in the Pharmaceutical Industry; Academic Press: Cambridge, MA, USA, 2022. [Google Scholar]
- Borman, P.; Elder, D. Q2(R1) Validation of Analytical Procedures. In ICH Quality Guidelines; John Wiley & Sons: Hoboken, NJ, USA, 2017; pp. 127–166. [Google Scholar]
- Paithankar, H.V. HPLC Method Validation for Pharmaceuticals: A Review. Int. J. Univers. Pharm. Bio Sci. 2013, 2, 229–240. [Google Scholar]
- Biswas, P.; Anand, U.; Saha, S.C.; Kant, N.; Mashra, T.; Masih, H.; Bar, A.; Pandey, D.K.; Jha, N.K.; Majumber, M.; et al. Betelvine (Piper betle L.): A comprehensive insight into its ethnopharmacology, phytochemistry, and pharmacological, biomedical and therapeutic attributes. J. Cell. Mol. Med. 2022, 26, 3083–3119. [Google Scholar] [CrossRef]
- Sundari, H.; Prabowo, M.H.; Rachmawaty, F.J.; Tamhid, H.A. Standarization of leaf extract of red betel (Piper crocatum) leaves using ethanol. Indones. J. Med. Health 2015, 7, 3–9. [Google Scholar]
- Purwakusumah, E.D.; Rafi, M.; Syafitri, U.D.; Nurcholis, W.; Agung, M.; Adzkiya, Z. Identification and Authentication of Red Ginger Using a Combination of FTIR Spectroscopy and Chemometrics. Agritech 2014, 34, 82–87. [Google Scholar]
- Zilhadia, Z.; Kusumaningrum, F.; Betha, O.S.; Supandi, S. Differentiation of Bovine Gelatin and Pork Gelatin on Vitamin C Gummy Using a Combination Method of Fourier Transform Infrared Spectroscopy (FTIR) and Principal Component Analysis (PCA). Pharm. Sci. Res. 2018, 5, 6. [Google Scholar] [CrossRef]
- Amin, A. Determination and Analysis of Finger Prints of Miana Leaves (Coleus scutellarioides lin.) as Raw Materials for Traditional Medicine by FT-IR Spectroscopy and Chemometric Methods. JF FIK UINAM 2016, 4, 2. [Google Scholar]
- Talekar, S.D.; Haware, R.V.; Dave, R.H. Evaluation of Selfnanoemulsifying Drug Delivery System Using Multivariate Methods to Optimizing Permeability of Captopril Oral Film. Eur. J. Pharm. Sci. 2019, 130, 215–224. [Google Scholar] [CrossRef]
- Andriansyah, I.; Wijaya, H.N.M.; Purwaniati, P. Adulterant Analysis of Luwak Coffee Using the Fourier Transform Infrared (FTIR) Method. J. Res. Chem. 2021, 6, 26. [Google Scholar] [CrossRef]
- Yulia, M.; Iriani, R.; Suhandy, D.; Waluyo, S.; Sugianti, C. Study on the Use of UV-VIS Spectroscopy and Chemometrics to Quickly Identify Adulteration of Arabica and Robusta Coffee. Agric. Eng. J. 2017, 6, 10. [Google Scholar]
- Suhandy, D.; Yulia, M. Peaberry coffee discrimination using uv-visible spectroscopy combined with SIMCA and PLS-DA. Int. J. Food Prop. 2017, 20, S331–S339. [Google Scholar] [CrossRef]
- Sirisomboon, P.; Posom, J. Online measurement of activation energy of ground bamboo using near infrared spectroscopy. Renew. Energy 2019, 133, 480–488. [Google Scholar] [CrossRef]
- Simeone, P.; Trerotola, M.; Urbanella, A.; Lattanzio, R.; Ciavardelli, D.; Di Giuseppe, F.; Alberti, S. A Unique Four-Hub Protein Cluster Associates to Glioblastoma Progression. PLoS ONE 2014, 9, e103030. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lohr, K.E.; Khattri, R.B.; Guingab-Cagmat, J.; Camp, E.F.; Merritt, M.E.; Garrett, T.J.; Patterson, J.T. Metabolomic profiles differ among unique genotypes of a threatened Caribbean coral. Sci. Rep. 2019, 9, 6067. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Junairiah; Nimatuzahroh; Zuraidassanaaz, N.I.; Sulistyorini, L. Isolation and Identification of Secondary Metabolites of Black Betel (Piper betle L. var Nigra). J. Res. Chem. 2018, 3, 131–138. [Google Scholar]
No. | Betel Type | Sample Code | Source |
---|---|---|---|
1. | Black Betel | E1 | Balikpapan |
2. | E2 | Kutai Kartanegara | |
3. | E3 | Berau | |
4. | E4 | Samarinda | |
5. | E5 | Kutai Timur | |
6. | Green Betel | S6 | Samarinda |
7. | Red Betel | S7 | Samarinda |
Validation Parameters | Value Obtained | Reference |
---|---|---|
Linearity | r = 0.998 | r ≥ 0.998 |
Accuracy | % recovery = 100.34% | 98–102% |
Precision | % RSD = 1.04 | % RSD ≤ 2 |
LOD | 1.32 | - |
LOQ | 4.01 | - |
Sample | Content (%) |
---|---|
E1 | 4.03 ± 0.04 |
E2 | 6.84 ± 0.20 |
E3 | 5.35 ± 0.12 |
E4 | 13.85 ± 0.21 |
E5 | 2.15 ± 0.13 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Maulidya, V.; Hasanah, A.N.; Rijai, L.; Muchtaridi, M. Quality Control and Authentication of Black Betel Leaf Extract (Piper acre Blume) from East Kalimantan as an Antimicrobial Agent Using a Combination of High-Performance Liquid Chromatography and Chemometric Fourier Transform Infrared. Molecules 2023, 28, 5666. https://doi.org/10.3390/molecules28155666
Maulidya V, Hasanah AN, Rijai L, Muchtaridi M. Quality Control and Authentication of Black Betel Leaf Extract (Piper acre Blume) from East Kalimantan as an Antimicrobial Agent Using a Combination of High-Performance Liquid Chromatography and Chemometric Fourier Transform Infrared. Molecules. 2023; 28(15):5666. https://doi.org/10.3390/molecules28155666
Chicago/Turabian StyleMaulidya, Vina, Aliya Nur Hasanah, Laode Rijai, and Muchtaridi Muchtaridi. 2023. "Quality Control and Authentication of Black Betel Leaf Extract (Piper acre Blume) from East Kalimantan as an Antimicrobial Agent Using a Combination of High-Performance Liquid Chromatography and Chemometric Fourier Transform Infrared" Molecules 28, no. 15: 5666. https://doi.org/10.3390/molecules28155666
APA StyleMaulidya, V., Hasanah, A. N., Rijai, L., & Muchtaridi, M. (2023). Quality Control and Authentication of Black Betel Leaf Extract (Piper acre Blume) from East Kalimantan as an Antimicrobial Agent Using a Combination of High-Performance Liquid Chromatography and Chemometric Fourier Transform Infrared. Molecules, 28(15), 5666. https://doi.org/10.3390/molecules28155666