发表刊物：Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy
关键字：FTIR spectroscopy Respiratory pathogen SARS-COV-2 Physiological profiling Chemometrics
摘要：Acute respiratory infections (ARIs), caused by diverse respiratory pathogens, pose a significant global public health challenge. Accurate and timely diagnosis of respiratory pathogen infections is crucial for effective treatment. Here, we present a versatile diagnostic platform that integrates portable attenuated total reflection-Fourier transform infrared (ATR-FTIR) spectroscopy with advanced chemometric methods. Using nasopharyngeal swab samples from two clinical cohorts, we demonstrate the platform’s capability to distinguish between infections caused by severe acute respiratory syndrome coronavirus 2 (SARS-COV-2), Mycoplasma pneumoniae, influenza B, and healthy controls. This platform enables imultaneous detection and physiological profiling of respiratory pathogen infections within a single measurement. Infrared (IR) absorbance ratio method is applied to identify meaningful biomarkers that can contribute to more comprehensive clinical diagnosis. Additionally, we propose an important wavenumber range overlapping (IWRO) method to quantify the relativecontributions of various biomolecules, including lipids, proteins, nucleic acids, and carbohydrates. These complementary analytical methodologies, based on the multiclass molecular signatures, aid in exploring the infection-induced physiological changes and pathological mechanisms. The diagnostic performance is validated using partial least squares discriminant analysis (PLS-DA), achieving classification accuracies of 95.6% and 90.9% in the two cohorts, respectively. This work significantly expands the application of IR spectroscopy.
合写作者：倪静,刘子豪,冯英梅
第一作者：唐舟卓
论文类型：期刊论文
通讯作者：余霞
是否译文：否
发表时间：2025-06-05
收录刊物：SCI
发布期刊链接：https://doi.org/10.1016/j.saa.2025.126541