Amit Bansal, Sam W.Z. Olechnowicz, Nicholas Kiernan-Walker, Jacob Cumming, Ramin Mazhari, COVID PROFILE consortium, Rebecca J. Cox, Ivo Mueller, Rory Bowden, Emily M. Eriksson
{"title":"原发性和突破性 SARS-CoV-2 感染后长 COVID 患者的炎症和神经相关血浆蛋白图谱存在差异","authors":"Amit Bansal, Sam W.Z. Olechnowicz, Nicholas Kiernan-Walker, Jacob Cumming, Ramin Mazhari, COVID PROFILE consortium, Rebecca J. Cox, Ivo Mueller, Rory Bowden, Emily M. Eriksson","doi":"10.1101/2024.09.06.24312838","DOIUrl":null,"url":null,"abstract":"Long COVID is a complex condition where symptoms persist for more than 3 months after SARS-CoV-2 infection and affects an estimated 5-30% of individuals. While the pathobiology of long COVID is still evolving, persistent inflammation has emerged as an important feature of this condition. However, it is unclear if immune responses from COVID-19 vaccination or SARS-CoV-2 re-infection exacerbate or mirror the initial inflammatory responses. To address this question, we quantified 182 inflammatory and neurology-related proteins in plasma using multiplexed affinity proteomics. Plasma samples were collected 6-9 months after first infection, but before COVID-19 vaccination from individuals who had recovered from COVID-19 (n=21) or from individuals with long COVID (n=12). This was benchmarked against plasma from unvaccinated, SARS-CoV-2 naive individuals (n=24). In addition to this cross-sectional analysis, we performed longitudinal analysis in a subset of individuals (n=34), where paired samples collected 2-4 weeks after a third COVID-19 vaccine dose and after SARS-CoV-2 breakthrough infection were available. Boruta feature selection and lasso regression models identified a distinct plasma profile in long COVID individuals, characterised by elevated IL-20, HAGH, NAAA, CLEC10A, LXN, and MCP-1 and reduced TRAIL, G-CSF, NBL1, and CCL23 protein concentrations. Notably, longitudinal analysis demonstrated that neither COVID-19 booster vaccination nor breakthrough infection replicated inflammatory and neurology-related plasma protein profiles observed after primary infection suggesting an altered immune response outcome in individuals with long COVID upon re-exposure.","PeriodicalId":501509,"journal":{"name":"medRxiv - Infectious Diseases","volume":"35 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Divergent inflammatory and neurology-related plasma protein profiles in individuals with long COVID following primary and breakthrough SARS-CoV-2 infections\",\"authors\":\"Amit Bansal, Sam W.Z. Olechnowicz, Nicholas Kiernan-Walker, Jacob Cumming, Ramin Mazhari, COVID PROFILE consortium, Rebecca J. Cox, Ivo Mueller, Rory Bowden, Emily M. Eriksson\",\"doi\":\"10.1101/2024.09.06.24312838\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Long COVID is a complex condition where symptoms persist for more than 3 months after SARS-CoV-2 infection and affects an estimated 5-30% of individuals. While the pathobiology of long COVID is still evolving, persistent inflammation has emerged as an important feature of this condition. However, it is unclear if immune responses from COVID-19 vaccination or SARS-CoV-2 re-infection exacerbate or mirror the initial inflammatory responses. To address this question, we quantified 182 inflammatory and neurology-related proteins in plasma using multiplexed affinity proteomics. Plasma samples were collected 6-9 months after first infection, but before COVID-19 vaccination from individuals who had recovered from COVID-19 (n=21) or from individuals with long COVID (n=12). This was benchmarked against plasma from unvaccinated, SARS-CoV-2 naive individuals (n=24). In addition to this cross-sectional analysis, we performed longitudinal analysis in a subset of individuals (n=34), where paired samples collected 2-4 weeks after a third COVID-19 vaccine dose and after SARS-CoV-2 breakthrough infection were available. Boruta feature selection and lasso regression models identified a distinct plasma profile in long COVID individuals, characterised by elevated IL-20, HAGH, NAAA, CLEC10A, LXN, and MCP-1 and reduced TRAIL, G-CSF, NBL1, and CCL23 protein concentrations. Notably, longitudinal analysis demonstrated that neither COVID-19 booster vaccination nor breakthrough infection replicated inflammatory and neurology-related plasma protein profiles observed after primary infection suggesting an altered immune response outcome in individuals with long COVID upon re-exposure.\",\"PeriodicalId\":501509,\"journal\":{\"name\":\"medRxiv - Infectious Diseases\",\"volume\":\"35 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"medRxiv - Infectious Diseases\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2024.09.06.24312838\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Infectious Diseases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.09.06.24312838","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Divergent inflammatory and neurology-related plasma protein profiles in individuals with long COVID following primary and breakthrough SARS-CoV-2 infections
Long COVID is a complex condition where symptoms persist for more than 3 months after SARS-CoV-2 infection and affects an estimated 5-30% of individuals. While the pathobiology of long COVID is still evolving, persistent inflammation has emerged as an important feature of this condition. However, it is unclear if immune responses from COVID-19 vaccination or SARS-CoV-2 re-infection exacerbate or mirror the initial inflammatory responses. To address this question, we quantified 182 inflammatory and neurology-related proteins in plasma using multiplexed affinity proteomics. Plasma samples were collected 6-9 months after first infection, but before COVID-19 vaccination from individuals who had recovered from COVID-19 (n=21) or from individuals with long COVID (n=12). This was benchmarked against plasma from unvaccinated, SARS-CoV-2 naive individuals (n=24). In addition to this cross-sectional analysis, we performed longitudinal analysis in a subset of individuals (n=34), where paired samples collected 2-4 weeks after a third COVID-19 vaccine dose and after SARS-CoV-2 breakthrough infection were available. Boruta feature selection and lasso regression models identified a distinct plasma profile in long COVID individuals, characterised by elevated IL-20, HAGH, NAAA, CLEC10A, LXN, and MCP-1 and reduced TRAIL, G-CSF, NBL1, and CCL23 protein concentrations. Notably, longitudinal analysis demonstrated that neither COVID-19 booster vaccination nor breakthrough infection replicated inflammatory and neurology-related plasma protein profiles observed after primary infection suggesting an altered immune response outcome in individuals with long COVID upon re-exposure.