Label-free quantification of early virus-induced cellular responses by digital holographic tomography.

IF 4 2区 生物学 Q2 MICROBIOLOGY
mSphere Pub Date : 2026-08-26 Epub Date: 2026-08-04 DOI:10.1128/msphere.00304-26
Agata Kublicka, Igor Buzalewicz, Dominika Skrzela, Leszek Moniakowski, Devon K S Fuller, Aleksandra Chwirot, Maja Marynowska, Grzegorz Chodaczek, Barbara Bażanów, Anna Karolina Matczuk
{"title":"Label-free quantification of early virus-induced cellular responses by digital holographic tomography.","authors":"Agata Kublicka, Igor Buzalewicz, Dominika Skrzela, Leszek Moniakowski, Devon K S Fuller, Aleksandra Chwirot, Maja Marynowska, Grzegorz Chodaczek, Barbara Bażanów, Anna Karolina Matczuk","doi":"10.1128/msphere.00304-26","DOIUrl":null,"url":null,"abstract":"<p><p>Early virus-induced cellular responses are a fundamental diagnostic feature of viral infections; however, early virus-host interactions, particularly during viral entry, remain difficult to study in living cells because many commonly used markers and antibodies require fixation or can interfere with cell viability. Although virus-induced cellular responses constitute a fundamental diagnostic feature of viral infections, their detection by microscopy typically relies on later-stage effects. Microscopic observation, therefore, serves as a complementary approach to molecular techniques, but the time required for visible changes to develop limits its utility for rapid assessment. Here, we propose a label-free digital holotomography (DHT) approach for the detection of early virus-induced cellular responses during the first hours of infection, including equine arteritis virus (EAV), equine herpesvirus 1 (EHV-1), and equine rhinitis B virus (ERBV). Using this method, we show that as early as 1-2 h post-infection, holotomography is capable of capturing virus-induced alterations in cellular density based only on changes in the refractive index (RI), which reflects local variations in cellular mass density and biochemical composition. In addition to global RI changes, we focused on subcellular alterations occurring at the early stages of infection, including modifications in lipid droplet-like structures and nucleoli. Our results reveal that these changes become detectable rapidly and can be captured with high sensitivity, displaying both cell type- and virus-dependent patterns. Our findings suggest that DHT may provide a rapid, label-free, and quantitative platform for detecting virus-induced subcellular changes as early as 1-2 h post-infection.</p><p><strong>Importance: </strong>Digital holotomography (DHT) facilitates the early, label-free detection of infection and serves as a complementary diagnostic tool, allowing the rapid initiation of treatment. This method is universal and can be broadly applied to the investigation of primary host interactions, including general cellular and biomolecular optical density changes. These applications provide a strong foundation for viral entry inhibitor testing. Moreover, this approach highlights the critical importance of studying viral infections in natural host systems rather than relying solely on well-established experimental models. In this context, we employed equine lung cells (ELCs) as a biologically relevant and appropriate model to better reflect natural host-virus interactions. These findings should be interpreted in the context of an exploratory imaging data set and will require confirmation in replicate-based and longitudinal single-cell studies.</p>","PeriodicalId":19052,"journal":{"name":"mSphere","volume":" ","pages":"e0030426"},"PeriodicalIF":4.0000,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13508796/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"mSphere","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1128/msphere.00304-26","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/8/4 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Early virus-induced cellular responses are a fundamental diagnostic feature of viral infections; however, early virus-host interactions, particularly during viral entry, remain difficult to study in living cells because many commonly used markers and antibodies require fixation or can interfere with cell viability. Although virus-induced cellular responses constitute a fundamental diagnostic feature of viral infections, their detection by microscopy typically relies on later-stage effects. Microscopic observation, therefore, serves as a complementary approach to molecular techniques, but the time required for visible changes to develop limits its utility for rapid assessment. Here, we propose a label-free digital holotomography (DHT) approach for the detection of early virus-induced cellular responses during the first hours of infection, including equine arteritis virus (EAV), equine herpesvirus 1 (EHV-1), and equine rhinitis B virus (ERBV). Using this method, we show that as early as 1-2 h post-infection, holotomography is capable of capturing virus-induced alterations in cellular density based only on changes in the refractive index (RI), which reflects local variations in cellular mass density and biochemical composition. In addition to global RI changes, we focused on subcellular alterations occurring at the early stages of infection, including modifications in lipid droplet-like structures and nucleoli. Our results reveal that these changes become detectable rapidly and can be captured with high sensitivity, displaying both cell type- and virus-dependent patterns. Our findings suggest that DHT may provide a rapid, label-free, and quantitative platform for detecting virus-induced subcellular changes as early as 1-2 h post-infection.

Importance: Digital holotomography (DHT) facilitates the early, label-free detection of infection and serves as a complementary diagnostic tool, allowing the rapid initiation of treatment. This method is universal and can be broadly applied to the investigation of primary host interactions, including general cellular and biomolecular optical density changes. These applications provide a strong foundation for viral entry inhibitor testing. Moreover, this approach highlights the critical importance of studying viral infections in natural host systems rather than relying solely on well-established experimental models. In this context, we employed equine lung cells (ELCs) as a biologically relevant and appropriate model to better reflect natural host-virus interactions. These findings should be interpreted in the context of an exploratory imaging data set and will require confirmation in replicate-based and longitudinal single-cell studies.

通过数字全息断层扫描对早期病毒诱导的细胞反应进行无标记定量。
早期病毒诱导的细胞反应是病毒感染的基本诊断特征;然而,早期病毒与宿主的相互作用,特别是在病毒进入的过程中,仍然难以在活细胞中进行研究,因为许多常用的标记物和抗体需要固定或可能干扰细胞活力。虽然病毒诱导的细胞反应构成了病毒感染的基本诊断特征,但它们的显微镜检测通常依赖于后期效应。因此,显微镜观察可以作为分子技术的补充方法,但观察到可见变化所需的时间限制了其快速评估的实用性。在这里,我们提出了一种无标记数字全息断层扫描(DHT)方法,用于检测感染最初几个小时内早期病毒诱导的细胞反应,包括马动脉炎病毒(EAV),马疱疹病毒1 (EHV-1)和马鼻炎B病毒(ERBV)。利用这种方法,我们发现早在感染后1-2小时,全息断层扫描就能够仅根据折射率(RI)的变化捕捉病毒诱导的细胞密度变化,折射率(RI)反映了细胞质量密度和生化成分的局部变化。除了整体RI变化外,我们还关注了感染早期发生的亚细胞改变,包括脂滴样结构和核仁的改变。我们的研究结果表明,这些变化可以快速检测到,并且可以以高灵敏度捕获,显示细胞类型和病毒依赖的模式。我们的研究结果表明,DHT可以提供一个快速、无标记和定量的平台,用于检测病毒感染后1-2小时的亚细胞变化。重要性:数字全息断层扫描(DHT)有助于早期,无标签检测感染,并作为一种补充诊断工具,允许快速开始治疗。该方法具有通用性,可广泛应用于初级宿主相互作用的研究,包括一般细胞和生物分子光密度的变化。这些应用为病毒进入抑制剂测试提供了坚实的基础。此外,这种方法强调了在自然宿主系统中研究病毒感染的重要性,而不是仅仅依赖于成熟的实验模型。在这种情况下,我们采用马肺细胞(ELCs)作为生物学相关和适当的模型,以更好地反映自然宿主-病毒相互作用。这些发现应该在探索性成像数据集的背景下进行解释,并需要在基于重复和纵向单细胞研究中得到证实。
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
mSphere
mSphere Immunology and Microbiology-Microbiology
CiteScore
8.50
自引率
2.10%
发文量
192
审稿时长
11 weeks
期刊介绍: mSphere™ is a multi-disciplinary open-access journal that will focus on rapid publication of fundamental contributions to our understanding of microbiology. Its scope will reflect the immense range of fields within the microbial sciences, creating new opportunities for researchers to share findings that are transforming our understanding of human health and disease, ecosystems, neuroscience, agriculture, energy production, climate change, evolution, biogeochemical cycling, and food and drug production. Submissions will be encouraged of all high-quality work that makes fundamental contributions to our understanding of microbiology. mSphere™ will provide streamlined decisions, while carrying on ASM''s tradition for rigorous peer review.
×
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