Data Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction

Andrographis paniculata is one of the medicinal plants used for the treatment of antidiabetic. Cultivation ages and solvent extraction affected metabolites' composition and concentration that directly cause the plant's efficacies. This research aimed to distinguish A. paniculata based on c...

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Autores principales:	Antonio Kautsar, Wulan Tri Wahyuni, Utami Dyah Syafitri, Syifa Muflihah, Nursifa Mawadah, Eti Rohaeti, Zulhan Arif, Bambang Prajogo, Muhammad Bachri Amran, Abdul Rohman, Mohamad Rafi
Formato:	article
Lenguaje:	EN
Publicado:	Department of Chemistry, Universitas Gadjah Mada 2021
Materias:	a. paniculata data fusion ftir uv-vis pca Chemistry QD1-999
Acceso en línea:	https://doaj.org/article/67c62a8cc447422fbdbbca6a7ebd92ca
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spelling	oai:doaj.org-article:67c62a8cc447422fbdbbca6a7ebd92ca2021-12-02T18:25:26ZData Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction1411-94202460-157810.22146/ijc.60321https://doaj.org/article/67c62a8cc447422fbdbbca6a7ebd92ca2021-04-01T00:00:00Zhttps://jurnal.ugm.ac.id/ijc/article/view/60321https://doaj.org/toc/1411-9420https://doaj.org/toc/2460-1578Andrographis paniculata is one of the medicinal plants used for the treatment of antidiabetic. Cultivation ages and solvent extraction affected metabolites' composition and concentration that directly cause the plant's efficacies. This research aimed to distinguish A. paniculata based on cultivation ages and solvent extraction using data fusion of UV-Vis and FTIR spectra combined with principal component analysis (PCA). A. paniculata with 2, 3, and 4 months post-planting were extracted by water, 50% ethanol, 70% ethanol, and ethanol. In each extract, we measured UV-Vis and FTIR spectra. Then, we used the data fusion from both spectra. We used UV-Vis and FTIR absorbance from 200–400 nm and 1800–400 cm–1, respectively. Each extract gives a similar pattern of UV-Vis and FTIR spectra, only differ in their intensities. PCA score plot in two and three-dimensional showed A. paniculata extracts could be distinguished based on cultivation ages and solvent extraction with a total variance of 86 and 92%, respectively. Furthermore, this study confirms the data fusion of UV-Vis and FTIR spectra could distinguished A. paniculata extracts combined with chemometrics based on cultivation ages and solvent extraction.Antonio KautsarWulan Tri WahyuniUtami Dyah SyafitriSyifa MuflihahNursifa MawadahEti RohaetiZulhan ArifBambang PrajogoMuhammad Bachri AmranAbdul RohmanMohamad RafiDepartment of Chemistry, Universitas Gadjah Madaarticlea. paniculatadata fusionftiruv-vispcaChemistryQD1-999ENIndonesian Journal of Chemistry, Vol 21, Iss 3, Pp 753-760 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	a. paniculata data fusion ftir uv-vis pca Chemistry QD1-999
spellingShingle	a. paniculata data fusion ftir uv-vis pca Chemistry QD1-999 Antonio Kautsar Wulan Tri Wahyuni Utami Dyah Syafitri Syifa Muflihah Nursifa Mawadah Eti Rohaeti Zulhan Arif Bambang Prajogo Muhammad Bachri Amran Abdul Rohman Mohamad Rafi Data Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction
description	Andrographis paniculata is one of the medicinal plants used for the treatment of antidiabetic. Cultivation ages and solvent extraction affected metabolites' composition and concentration that directly cause the plant's efficacies. This research aimed to distinguish A. paniculata based on cultivation ages and solvent extraction using data fusion of UV-Vis and FTIR spectra combined with principal component analysis (PCA). A. paniculata with 2, 3, and 4 months post-planting were extracted by water, 50% ethanol, 70% ethanol, and ethanol. In each extract, we measured UV-Vis and FTIR spectra. Then, we used the data fusion from both spectra. We used UV-Vis and FTIR absorbance from 200–400 nm and 1800–400 cm–1, respectively. Each extract gives a similar pattern of UV-Vis and FTIR spectra, only differ in their intensities. PCA score plot in two and three-dimensional showed A. paniculata extracts could be distinguished based on cultivation ages and solvent extraction with a total variance of 86 and 92%, respectively. Furthermore, this study confirms the data fusion of UV-Vis and FTIR spectra could distinguished A. paniculata extracts combined with chemometrics based on cultivation ages and solvent extraction.
format	article
author	Antonio Kautsar Wulan Tri Wahyuni Utami Dyah Syafitri Syifa Muflihah Nursifa Mawadah Eti Rohaeti Zulhan Arif Bambang Prajogo Muhammad Bachri Amran Abdul Rohman Mohamad Rafi
author_facet	Antonio Kautsar Wulan Tri Wahyuni Utami Dyah Syafitri Syifa Muflihah Nursifa Mawadah Eti Rohaeti Zulhan Arif Bambang Prajogo Muhammad Bachri Amran Abdul Rohman Mohamad Rafi
author_sort	Antonio Kautsar
title	Data Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction
title_short	Data Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction
title_full	Data Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction
title_fullStr	Data Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction
title_full_unstemmed	Data Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction
title_sort	data fusion of uv-vis and ftir spectra combined with principal component analysis for distinguishing of <i>andrographis paniculata</i> extracts based on cultivation ages and solvent extraction
publisher	Department of Chemistry, Universitas Gadjah Mada
publishDate	2021
url	https://doaj.org/article/67c62a8cc447422fbdbbca6a7ebd92ca
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Data Fusion of UV-Vis and FTIR Spectra Combined with Principal Component Analysis for Distinguishing of <i>Andrographis paniculata</i> Extracts Based on Cultivation Ages and Solvent Extraction

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