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Classical quantitative chemometrics based on absorbance spectra has been routinely performed for approximately 40 years. Since absorbance is a function of the absorption index, it is natural to extend chemometric methods to the refractive index function. This function, related to the absorption index via the Kramers--Kronig relations, is derived from corrections applied to absorbance spectra to ensure compliance with wave optics principles. In this note, we demonstrate that, at least in the quasi-thermodynamically ideal binary system of benzene and toluene, classical quantitative chemometrics performs better when based on refractive index spectra than when based on absorption index spectra. The primary reason for this difference is that the refractive index at a given wavenumber integrates all changes resulting from absorptions at higher wavenumbers. This property is particularly advantageous in non-absorbing regions, where absorption index spectra provide no information about the system's composition.
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http://dx.doi.org/10.1177/00037028251345774 | DOI Listing |
J Hazard Mater
September 2025
Chemometrics and Molecular Modeling Laboratory, Department of Chemistry and Physics, Kean University,1000 Morris Avenue, Union, NJ 07083, USA. Electronic address:
The Toxic Substances Control Act (TSCA) mandates the U.S. EPA to monitor all chemicals used in the country, over 86,000 to date, posing a major challenge for comprehensive toxicity testing.
View Article and Find Full Text PDFACS Nano
September 2025
MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China.
Significant advances in science and engineering often emerge at the intersections of disciplines. Nanoscience and nanotechnology are inherently interdisciplinary, uniting researchers from chemistry, physics, biology, medicine, materials science, and engineering. This convergence has fostered novel ways of thinking and enabled the development of materials, tools, and technologies that have transformed both basic and applied research, as well as how we address critical societal challenges.
View Article and Find Full Text PDFFood Sci Nutr
September 2025
Guangdong Yifang Pharmaceutical co., Ltd. Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Formula Foshan China.
Folium (AAF) is a traditional medicinal and edible material. However, the pharmacologically active compounds and quality control of AAF have not been fully investigated. To solve these problems, we developed a novel method based on HPLC-Q-Exactive Orbitrap-HRMS for rapid identification of chemical compounds in AAF.
View Article and Find Full Text PDFAnal Methods
September 2025
College of Pharmaceutical Engineering of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China.
Given the critical importance of field harvesting, market supervision, and quality control during plants processing, the demand for rapid and reliable screening tools has become increasingly urgent to ensure quality and safety throughout the entire medicinal plants supply chain. In this study, we developed a novel portable near-infrared (NIR) spectroscopy-based system integrated with multiple chemometric techniques for the rapid and non-destructive discrimination of geographical origin and quantitative prediction of alkaloid components in medicinal plant roots. Using as a case study, we validated the effectiveness and practicality of this in-field testing approach.
View Article and Find Full Text PDFBiosens Bioelectron
December 2025
Integrative Biomedical Materials and Nanomedicine Laboratory, Medicine and Life Sciences Department, Universitat Pompeu Fabra, Carrer Del Doctor Aiguader 88, 08003, Barcelona, Spain. Electronic address:
Labile Zn is emerging as a quantitative driver, not just a biomarker, of metastasis, yet rapid, second-resolved intracellular measurement remains elusive. Here we engineer terpyridine-functionalised, hollow Au@SiO nanocapsules (NCs@TPY) and couple their SERS signal to cell-specific partial-least-squares (PLS) chemometrics, yielding an 8-log dynamic range (10 - 10 M), a low-nanomolar detection limit and ≤4.5 % cross-validated error while rejecting Ca/Mg interference.
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