Cindy Mayorga, Shreya Milind Athalye, Miad Boodaghidizaji, Neelesh Sarathy, Mahdi Hosseini, Arezoo Ardekani and Mohit S. Verma*,
{"title":"聚苯乙烯颗粒在25 ~ 1000 nm水溶液悬浮液中的拉曼光谱检测极限","authors":"Cindy Mayorga, Shreya Milind Athalye, Miad Boodaghidizaji, Neelesh Sarathy, Mahdi Hosseini, Arezoo Ardekani and Mohit S. Verma*, ","doi":"10.1021/acs.analchem.5c0018210.1021/acs.analchem.5c00182","DOIUrl":null,"url":null,"abstract":"<p >Raman spectroscopy is an analytical method capable of detecting various microorganisms and small particles. Here, we used 25–1000 nm polystyrene particles in aqueous suspensions, which are comparable in size to viral particles and viral aggregates, to determine the limit of detection (LOD) of a confocal Raman microscope. We collected Raman spectra using a 785 nm wavelength laser with a power of 300 mW and a 10 s exposure time with a 5× objective lens. We detected the most prominent peak of the polystyrene particles at 1001 cm<sup>–1</sup>, corresponding to the ring breathing mode. We established the minimum and maximum LOD (LOD<sub>min</sub> and LOD<sub>max</sub>) using a Kernel partial least-squares model. The LOD of the smallest size of 50 nm was identified as 1.80 × 10<sup>12</sup>–8.31 × 10<sup>12</sup> particle/mL, and for the largest size of 1000 nm, 5.11 × 10<sup>8</sup>–2.53 × 10<sup>9</sup> particle/mL. We demonstrated that Raman spectroscopy was nondestructive under these conditions by comparing the particle size before and after collecting Raman spectra using dynamic light scattering. Due to their size similarity to viral particles and viral aggregates, this systematic characterization of polystyrene particles provides detailed information on their Raman spectral signatures in aqueous suspensions. These findings establish a foundation for using Raman spectroscopy for the detection of small particles in aqueous suspensions and highlight its potential as a tool for real-time monitoring in vaccine manufacturing.</p>","PeriodicalId":27,"journal":{"name":"Analytical Chemistry","volume":"97 16","pages":"8908–8914 8908–8914"},"PeriodicalIF":6.7000,"publicationDate":"2025-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/epdf/10.1021/acs.analchem.5c00182","citationCount":"0","resultStr":"{\"title\":\"Limit of Detection of Raman Spectroscopy Using Polystyrene Particles from 25 to 1000 nm in Aqueous Suspensions\",\"authors\":\"Cindy Mayorga, Shreya Milind Athalye, Miad Boodaghidizaji, Neelesh Sarathy, Mahdi Hosseini, Arezoo Ardekani and Mohit S. Verma*, \",\"doi\":\"10.1021/acs.analchem.5c0018210.1021/acs.analchem.5c00182\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >Raman spectroscopy is an analytical method capable of detecting various microorganisms and small particles. Here, we used 25–1000 nm polystyrene particles in aqueous suspensions, which are comparable in size to viral particles and viral aggregates, to determine the limit of detection (LOD) of a confocal Raman microscope. We collected Raman spectra using a 785 nm wavelength laser with a power of 300 mW and a 10 s exposure time with a 5× objective lens. We detected the most prominent peak of the polystyrene particles at 1001 cm<sup>–1</sup>, corresponding to the ring breathing mode. We established the minimum and maximum LOD (LOD<sub>min</sub> and LOD<sub>max</sub>) using a Kernel partial least-squares model. The LOD of the smallest size of 50 nm was identified as 1.80 × 10<sup>12</sup>–8.31 × 10<sup>12</sup> particle/mL, and for the largest size of 1000 nm, 5.11 × 10<sup>8</sup>–2.53 × 10<sup>9</sup> particle/mL. We demonstrated that Raman spectroscopy was nondestructive under these conditions by comparing the particle size before and after collecting Raman spectra using dynamic light scattering. Due to their size similarity to viral particles and viral aggregates, this systematic characterization of polystyrene particles provides detailed information on their Raman spectral signatures in aqueous suspensions. These findings establish a foundation for using Raman spectroscopy for the detection of small particles in aqueous suspensions and highlight its potential as a tool for real-time monitoring in vaccine manufacturing.</p>\",\"PeriodicalId\":27,\"journal\":{\"name\":\"Analytical Chemistry\",\"volume\":\"97 16\",\"pages\":\"8908–8914 8908–8914\"},\"PeriodicalIF\":6.7000,\"publicationDate\":\"2025-04-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://pubs.acs.org/doi/epdf/10.1021/acs.analchem.5c00182\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Analytical Chemistry\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://pubs.acs.org/doi/10.1021/acs.analchem.5c00182\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, ANALYTICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Analytical Chemistry","FirstCategoryId":"92","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acs.analchem.5c00182","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
Limit of Detection of Raman Spectroscopy Using Polystyrene Particles from 25 to 1000 nm in Aqueous Suspensions
Raman spectroscopy is an analytical method capable of detecting various microorganisms and small particles. Here, we used 25–1000 nm polystyrene particles in aqueous suspensions, which are comparable in size to viral particles and viral aggregates, to determine the limit of detection (LOD) of a confocal Raman microscope. We collected Raman spectra using a 785 nm wavelength laser with a power of 300 mW and a 10 s exposure time with a 5× objective lens. We detected the most prominent peak of the polystyrene particles at 1001 cm–1, corresponding to the ring breathing mode. We established the minimum and maximum LOD (LODmin and LODmax) using a Kernel partial least-squares model. The LOD of the smallest size of 50 nm was identified as 1.80 × 1012–8.31 × 1012 particle/mL, and for the largest size of 1000 nm, 5.11 × 108–2.53 × 109 particle/mL. We demonstrated that Raman spectroscopy was nondestructive under these conditions by comparing the particle size before and after collecting Raman spectra using dynamic light scattering. Due to their size similarity to viral particles and viral aggregates, this systematic characterization of polystyrene particles provides detailed information on their Raman spectral signatures in aqueous suspensions. These findings establish a foundation for using Raman spectroscopy for the detection of small particles in aqueous suspensions and highlight its potential as a tool for real-time monitoring in vaccine manufacturing.
期刊介绍:
Analytical Chemistry, a peer-reviewed research journal, focuses on disseminating new and original knowledge across all branches of analytical chemistry. Fundamental articles may explore general principles of chemical measurement science and need not directly address existing or potential analytical methodology. They can be entirely theoretical or report experimental results. Contributions may cover various phases of analytical operations, including sampling, bioanalysis, electrochemistry, mass spectrometry, microscale and nanoscale systems, environmental analysis, separations, spectroscopy, chemical reactions and selectivity, instrumentation, imaging, surface analysis, and data processing. Papers discussing known analytical methods should present a significant, original application of the method, a notable improvement, or results on an important analyte.