Intrinsic OPTIR imaging and spectroscopy enable label-free monitoring of viral infection in living cells.

IF 4.1 2区 化学 Q1 BIOCHEMICAL RESEARCH METHODS
Shravan Raghunathan, Kristina Worch, Christoph Krafft, Volker Deckert, Antje Burse, Juergen Popp, Tanveer Ahmed Shaik
{"title":"Intrinsic OPTIR imaging and spectroscopy enable label-free monitoring of viral infection in living cells.","authors":"Shravan Raghunathan, Kristina Worch, Christoph Krafft, Volker Deckert, Antje Burse, Juergen Popp, Tanveer Ahmed Shaik","doi":"10.1007/s00216-026-06801-x","DOIUrl":null,"url":null,"abstract":"<p><p>Resolving biochemical signatures associated with viral infection progression within individual living cells, without introducing fluorescent labels that demand genetic accessibility and may perturb the process under study, remains a challenge for conventional optical approaches. Optical photothermal infrared (OPTIR) spectroscopy addresses this by providing label-free vibrational contrast with molecular bond specificity in live cells, combining submicron spatial resolution with strong suppression of the water background in aqueous media. Here, OPTIR discrete wavenumber imaging and point spectroscopy were applied to follow baculovirus infection in live Spodoptera frugiperda (Sf) 9 cells carrying no fluorescent reporter. Cells were measured within a CaF₂ sandwich configuration at 3, 6, 12, and 24 h post-infection. Imaging at the amide II protein band (1545 cm⁻<sup>1</sup>) and a nucleic acid band (1086 cm⁻<sup>1</sup>) provided spatial discrimination between infected and uninfected cells at each time point, with balanced accuracy reaching 0.90, while point spectroscopy raised the pairwise balanced accuracy to 0.94 and confirmed the biochemical basis of the image contrast. Multiclass separation across time points reached an overall accuracy of 0.71. Single-cell heterogeneity was quantified by uniform manifold approximation and projection (UMAP), and cross-replicate reproducibility served as internal validation. These findings demonstrate that OPTIR enables label-free monitoring of viral infection in living cells using intrinsic biochemical signatures alone, providing a practical alternative to genetically encoded fluorescent reporters.</p>","PeriodicalId":462,"journal":{"name":"Analytical and Bioanalytical Chemistry","volume":" ","pages":""},"PeriodicalIF":4.1000,"publicationDate":"2026-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Analytical and Bioanalytical Chemistry","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1007/s00216-026-06801-x","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0

Abstract

Resolving biochemical signatures associated with viral infection progression within individual living cells, without introducing fluorescent labels that demand genetic accessibility and may perturb the process under study, remains a challenge for conventional optical approaches. Optical photothermal infrared (OPTIR) spectroscopy addresses this by providing label-free vibrational contrast with molecular bond specificity in live cells, combining submicron spatial resolution with strong suppression of the water background in aqueous media. Here, OPTIR discrete wavenumber imaging and point spectroscopy were applied to follow baculovirus infection in live Spodoptera frugiperda (Sf) 9 cells carrying no fluorescent reporter. Cells were measured within a CaF₂ sandwich configuration at 3, 6, 12, and 24 h post-infection. Imaging at the amide II protein band (1545 cm⁻1) and a nucleic acid band (1086 cm⁻1) provided spatial discrimination between infected and uninfected cells at each time point, with balanced accuracy reaching 0.90, while point spectroscopy raised the pairwise balanced accuracy to 0.94 and confirmed the biochemical basis of the image contrast. Multiclass separation across time points reached an overall accuracy of 0.71. Single-cell heterogeneity was quantified by uniform manifold approximation and projection (UMAP), and cross-replicate reproducibility served as internal validation. These findings demonstrate that OPTIR enables label-free monitoring of viral infection in living cells using intrinsic biochemical signatures alone, providing a practical alternative to genetically encoded fluorescent reporters.

内在OPTIR成像和光谱学使活细胞中的病毒感染无标记监测。
在不引入荧光标记的情况下,解决与单个活细胞内病毒感染进展相关的生化特征,这需要遗传可及性,并可能干扰正在研究的过程,这仍然是传统光学方法的一个挑战。光学光热红外(OPTIR)光谱通过在活细胞中提供无标记的振动对比与分子键特异性,结合亚微米空间分辨率和水介质中水背景的强抑制来解决这个问题。本研究采用OPTIR离散波数成像和点光谱技术对不携带荧光报告基因的frugiperda (Spodoptera frugiperda, Sf) 9活细胞进行杆状病毒感染的跟踪研究。在感染后3、6、12和24小时,在CaF 2夹心结构中测量细胞。在酰胺II蛋白带(1545 cm - 1)和核酸带(1086 cm - 1)上成像,在每个时间点对感染和未感染的细胞进行空间区分,平衡精度达到0.90,而点光谱将两两平衡精度提高到0.94,证实了图像对比的生化基础。跨时间点的多类分离总体精度为0.71。单细胞异质性通过均匀流形近似和投影(UMAP)量化,交叉重复可重复性作为内部验证。这些发现表明,OPTIR能够仅使用内在生化特征对活细胞中的病毒感染进行无标记监测,为遗传编码荧光报告基因提供了一种实用的替代方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
8.00
自引率
4.70%
发文量
638
审稿时长
2.1 months
期刊介绍: Analytical and Bioanalytical Chemistry’s mission is the rapid publication of excellent and high-impact research articles on fundamental and applied topics of analytical and bioanalytical measurement science. Its scope is broad, and ranges from novel measurement platforms and their characterization to multidisciplinary approaches that effectively address important scientific problems. The Editors encourage submissions presenting innovative analytical research in concept, instrumentation, methods, and/or applications, including: mass spectrometry, spectroscopy, and electroanalysis; advanced separations; analytical strategies in “-omics” and imaging, bioanalysis, and sampling; miniaturized devices, medical diagnostics, sensors; analytical characterization of nano- and biomaterials; chemometrics and advanced data analysis.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书