Proteomic analysis of post-COVID condition: Insights from plasma and pellet blood fractions

IF 4.7 3区 医学 Q1 INFECTIOUS DISEASES
Alejandro Seco-González , Paula Antelo-Riveiro , Susana B. Bravo , P.F. Garrido , M.J. Domínguez-Santalla , E. Rodríguez-Ruiz , Á. Piñeiro , R. Garcia-Fandino
{"title":"Proteomic analysis of post-COVID condition: Insights from plasma and pellet blood fractions","authors":"Alejandro Seco-González ,&nbsp;Paula Antelo-Riveiro ,&nbsp;Susana B. Bravo ,&nbsp;P.F. Garrido ,&nbsp;M.J. Domínguez-Santalla ,&nbsp;E. Rodríguez-Ruiz ,&nbsp;Á. Piñeiro ,&nbsp;R. Garcia-Fandino","doi":"10.1016/j.jiph.2024.102571","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Persistent symptoms extending beyond the acute phase of SARS-CoV-2 infection, known as Post-COVID condition (PCC), continue to impact many individuals years after the COVID-19 pandemic began. This highlights an urgent need for a deeper understanding and effective treatments. While significant progress has been made in understanding the acute phase of COVID-19 through omics-based approaches, the proteomic alterations linked to the long-term effects of the infection remain underexplored. This study aims to investigate these proteomic changes and develop a method for stratifying disease severity.</div></div><div><h3>Methods</h3><div>Using Sequential Window Acquisition of All Theoretical Fragment Ion Mass Spectra (SWATH-MS) technology, we performed comprehensive proteomic profiling of blood samples from 65 PCC patients. Both plasma and pellet (cellular components) fractions were analyzed to capture a wide array of proteomic changes associated with PCC.</div></div><div><h3>Results</h3><div>Proteomic profiling revealed distinct differences between symptomatic and asymptomatic PCC patients. In the plasma fraction, symptomatic patients exhibited significant upregulation of proteins involved in coagulation, immune response, oxidative stress, and various metabolic processes, while certain immunoglobulins and proteins involved in cellular stress responses were downregulated. In the pellet fraction, symptomatic patients showed upregulation of proteins related to immune response, coagulation, oxidative stress, and metabolic enzymes, with downregulation observed in components of the complement system, glycolysis enzymes, and cytoskeletal proteins. A key outcome was the development of a novel severity scale based on the concentration of identified proteins, which correlated strongly with the clinical symptoms of PCC. This scale, derived from unsupervised clustering analysis, provides precise quantification of PCC severity, enabling effective patient stratification.</div></div><div><h3>Conclusions</h3><div>The identified proteomic alterations offer valuable insights into the molecular mechanisms underlying PCC, highlighting potential biomarkers and therapeutic targets. This research supports the development of tailored clinical interventions to alleviate persistent symptoms, ultimately enhancing patient outcomes and quality of life. The quantifiable measure of disease severity aids clinicians in understanding the condition in individual patients, facilitating personalized treatment plans and accurate monitoring of disease progression and response to therapy.</div></div>","PeriodicalId":16087,"journal":{"name":"Journal of Infection and Public Health","volume":"17 12","pages":"Article 102571"},"PeriodicalIF":4.7000,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Infection and Public Health","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1876034124003058","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
引用次数: 0

Abstract

Background

Persistent symptoms extending beyond the acute phase of SARS-CoV-2 infection, known as Post-COVID condition (PCC), continue to impact many individuals years after the COVID-19 pandemic began. This highlights an urgent need for a deeper understanding and effective treatments. While significant progress has been made in understanding the acute phase of COVID-19 through omics-based approaches, the proteomic alterations linked to the long-term effects of the infection remain underexplored. This study aims to investigate these proteomic changes and develop a method for stratifying disease severity.

Methods

Using Sequential Window Acquisition of All Theoretical Fragment Ion Mass Spectra (SWATH-MS) technology, we performed comprehensive proteomic profiling of blood samples from 65 PCC patients. Both plasma and pellet (cellular components) fractions were analyzed to capture a wide array of proteomic changes associated with PCC.

Results

Proteomic profiling revealed distinct differences between symptomatic and asymptomatic PCC patients. In the plasma fraction, symptomatic patients exhibited significant upregulation of proteins involved in coagulation, immune response, oxidative stress, and various metabolic processes, while certain immunoglobulins and proteins involved in cellular stress responses were downregulated. In the pellet fraction, symptomatic patients showed upregulation of proteins related to immune response, coagulation, oxidative stress, and metabolic enzymes, with downregulation observed in components of the complement system, glycolysis enzymes, and cytoskeletal proteins. A key outcome was the development of a novel severity scale based on the concentration of identified proteins, which correlated strongly with the clinical symptoms of PCC. This scale, derived from unsupervised clustering analysis, provides precise quantification of PCC severity, enabling effective patient stratification.

Conclusions

The identified proteomic alterations offer valuable insights into the molecular mechanisms underlying PCC, highlighting potential biomarkers and therapeutic targets. This research supports the development of tailored clinical interventions to alleviate persistent symptoms, ultimately enhancing patient outcomes and quality of life. The quantifiable measure of disease severity aids clinicians in understanding the condition in individual patients, facilitating personalized treatment plans and accurate monitoring of disease progression and response to therapy.
COVID 后的蛋白质组分析:从血浆和血液颗粒中获得的启示
背景SARS-CoV-2 感染急性期过后的持续症状被称为 "后 COVID 症状 (PCC)",在 COVID-19 大流行开始多年后仍对许多人产生影响。这凸显了深入了解和有效治疗的迫切需要。虽然通过基于全局组学的方法在了解 COVID-19 急性期方面取得了重大进展,但与感染的长期影响相关的蛋白质组变化仍未得到充分探索。本研究旨在研究这些蛋白质组变化,并开发出一种用于对疾病严重程度进行分层的方法。方法利用顺序窗获取所有理论碎片离子质谱(SWATH-MS)技术,我们对 65 例 PCC 患者的血液样本进行了全面的蛋白质组分析。我们对血浆和颗粒(细胞成分)部分进行了分析,以捕捉与 PCC 相关的一系列蛋白质组变化。在血浆部分,有症状的患者参与凝血、免疫反应、氧化应激和各种代谢过程的蛋白质明显上调,而参与细胞应激反应的某些免疫球蛋白和蛋白质则下调。在颗粒部分,有症状的患者体内与免疫反应、凝血、氧化应激和代谢酶相关的蛋白质出现上调,而补体系统成分、糖酵解酶和细胞骨架蛋白则出现下调。一项重要成果是根据已识别蛋白质的浓度制定了一个新的严重程度量表,该量表与 PCC 的临床症状密切相关。通过无监督聚类分析得出的这一量表可精确量化 PCC 的严重程度,从而对患者进行有效分层。这项研究有助于开发量身定制的临床干预措施来缓解持续性症状,最终提高患者的治疗效果和生活质量。对疾病严重程度的量化测量有助于临床医生了解个体患者的病情,促进个性化治疗方案的制定,并准确监测疾病进展和对治疗的反应。
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
Journal of Infection and Public Health
Journal of Infection and Public Health PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH -INFECTIOUS DISEASES
CiteScore
13.10
自引率
1.50%
发文量
203
审稿时长
96 days
期刊介绍: The Journal of Infection and Public Health, first official journal of the Saudi Arabian Ministry of National Guard Health Affairs, King Saud Bin Abdulaziz University for Health Sciences and the Saudi Association for Public Health, aims to be the foremost scientific, peer-reviewed journal encompassing infection prevention and control, microbiology, infectious diseases, public health and the application of healthcare epidemiology to the evaluation of health outcomes. The point of view of the journal is that infection and public health are closely intertwined and that advances in one area will have positive consequences on the other. The journal will be useful to all health professionals who are partners in the management of patients with communicable diseases, keeping them up to date. The journal is proud to have an international and diverse editorial board that will assist and facilitate the publication of articles that reflect a global view on infection control and public health, as well as emphasizing our focus on supporting the needs of public health practitioners. It is our aim to improve healthcare by reducing risk of infection and related adverse outcomes by critical review, selection, and dissemination of new and relevant information in the field of infection control, public health and infectious diseases in all healthcare settings and the community.
×
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:481959085
Book学术官方微信