Immune response profiling in early rheumatoid arthritis: discovery of a novel interaction of treatment response with viral immunity
It remains challenging to predict the outcomes of therapy in patients with rheumatoid arthritis (RA). The objective of this study was to identify immune response signatures that correlate with clinical treatment outcomes in patients with RA. A cohort of 71 consecutive patients with early RA starting...
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description | It remains challenging to predict the outcomes of therapy in patients with rheumatoid arthritis (RA). The objective of this study was to identify immune response signatures that correlate with clinical treatment outcomes in patients with RA.
A cohort of 71 consecutive patients with early RA starting treatment with disease-modifying antirheumatic drugs (DMARDs) was recruited. Disease activity at baseline and after 21 to 24 weeks of follow-up was measured using the Disease Activity Score in 28 joints (DAS28). Immune response profiling was performed by analyzing multi-cytokine production from peripheral blood cells following incubation with a panel of stimuli, including a mixture of human cytomegalovirus (CMV) and Epstein-Barr virus (EBV) lysates. Profiles identified via principal components analysis (PCA) for each stimulus were then correlated with the ΔDAS28 from baseline to follow-up. A clinically meaningful improvement in the DAS28 was defined as a decrease of ≥1.2.
A profile of T-cell cytokines (IL-13, IL-4, IL-5, IL-2, IL-12, and IFN-γ) produced in response to CMV/EBV was found to correlate with the ΔDAS28 from baseline to follow-up. At baseline, a higher magnitude of the CMV/EBV immune response profile predicted inadequate DAS28 improvement (mean PCA-1 scores: 65.6 versus 50.2; P = 0.029). The baseline CMV/EBV response was particularly driven by IFN-γ (P = 0.039) and IL-4 (P = 0.027). Among patients who attained clinically meaningful DAS28 improvement, the CMV/EBV PCA-1 score increased from baseline to follow-up (mean +11.6, SD 25.5), whereas among patients who responded inadequately to DMARD therapy, the CMV/EBV PCA-1 score decreased (mean -12.8, SD 25.4; P = 0.002). Irrespective of the ΔDAS28, methotrexate use was associated with up-regulation of the CMV/EBV response. The CMV/EBV profile was associated with positive CMV IgG (P |
doi_str_mv | 10.1186/ar4389 |
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A cohort of 71 consecutive patients with early RA starting treatment with disease-modifying antirheumatic drugs (DMARDs) was recruited. Disease activity at baseline and after 21 to 24 weeks of follow-up was measured using the Disease Activity Score in 28 joints (DAS28). Immune response profiling was performed by analyzing multi-cytokine production from peripheral blood cells following incubation with a panel of stimuli, including a mixture of human cytomegalovirus (CMV) and Epstein-Barr virus (EBV) lysates. Profiles identified via principal components analysis (PCA) for each stimulus were then correlated with the ΔDAS28 from baseline to follow-up. A clinically meaningful improvement in the DAS28 was defined as a decrease of ≥1.2.
A profile of T-cell cytokines (IL-13, IL-4, IL-5, IL-2, IL-12, and IFN-γ) produced in response to CMV/EBV was found to correlate with the ΔDAS28 from baseline to follow-up. At baseline, a higher magnitude of the CMV/EBV immune response profile predicted inadequate DAS28 improvement (mean PCA-1 scores: 65.6 versus 50.2; P = 0.029). The baseline CMV/EBV response was particularly driven by IFN-γ (P = 0.039) and IL-4 (P = 0.027). Among patients who attained clinically meaningful DAS28 improvement, the CMV/EBV PCA-1 score increased from baseline to follow-up (mean +11.6, SD 25.5), whereas among patients who responded inadequately to DMARD therapy, the CMV/EBV PCA-1 score decreased (mean -12.8, SD 25.4; P = 0.002). Irrespective of the ΔDAS28, methotrexate use was associated with up-regulation of the CMV/EBV response. The CMV/EBV profile was associated with positive CMV IgG (P <0.001), but not EBV IgG (P = 0.32), suggesting this response was related to CMV exposure.
A profile of T-cell immunity associated with CMV exposure influences the clinical response to DMARD therapy in patients with early RA. Because CMV latency is associated with greater joint destruction, our findings suggest that changes in T-cell immunity mediated by viral persistence may affect treatment response and possibly long-term outcomes of RA.</description><identifier>ISSN: 1478-6354</identifier><identifier>EISSN: 1478-6362</identifier><identifier>EISSN: 1478-6354</identifier><identifier>DOI: 10.1186/ar4389</identifier><identifier>PMID: 24267267</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Antirheumatic Agents - therapeutic use ; Arthritis, Rheumatoid - drug therapy ; Arthritis, Rheumatoid - immunology ; Arthritis, Rheumatoid - virology ; Care and treatment ; Cytokines ; Cytomegalovirus - immunology ; Cytomegalovirus Infections - complications ; Cytomegalovirus Infections - immunology ; Epstein-Barr virus ; Epstein-Barr Virus Infections - complications ; Epstein-Barr Virus Infections - immunology ; Female ; Herpesvirus 4, Human - immunology ; Humans ; Immune response ; Immunity, Cellular ; Male ; Medical research ; Medicine, Experimental ; Middle Aged ; Patient outcomes ; Physiological aspects ; Principal Component Analysis ; Rheumatoid arthritis ; T-Lymphocytes - immunology ; Treatment Outcome</subject><ispartof>Arthritis research & therapy, 2013-01, Vol.15 (6), p.R199-R199, Article R199</ispartof><rights>COPYRIGHT 2013 BioMed Central Ltd.</rights><rights>Copyright © 2013 Davis et al.; licensee BioMed Central Ltd. 2013 Davis et al.; licensee BioMed Central Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b483t-dd714534925d756541a9b8ef28ec4e4406612170e69248f2c96b34bb380bf70f3</citedby><cites>FETCH-LOGICAL-b483t-dd714534925d756541a9b8ef28ec4e4406612170e69248f2c96b34bb380bf70f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3978471/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3978471/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,865,886,27926,27927,53793,53795</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24267267$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Davis, John M</creatorcontrib><creatorcontrib>Knutson, Keith L</creatorcontrib><creatorcontrib>Strausbauch, Michael A</creatorcontrib><creatorcontrib>Green, Abigail B</creatorcontrib><creatorcontrib>Crowson, Cynthia S</creatorcontrib><creatorcontrib>Therneau, Terry M</creatorcontrib><creatorcontrib>Matteson, Eric L</creatorcontrib><creatorcontrib>Gabriel, Sherine E</creatorcontrib><title>Immune response profiling in early rheumatoid arthritis: discovery of a novel interaction of treatment response with viral immunity</title><title>Arthritis research & therapy</title><addtitle>Arthritis Res Ther</addtitle><description>It remains challenging to predict the outcomes of therapy in patients with rheumatoid arthritis (RA). The objective of this study was to identify immune response signatures that correlate with clinical treatment outcomes in patients with RA.
A cohort of 71 consecutive patients with early RA starting treatment with disease-modifying antirheumatic drugs (DMARDs) was recruited. Disease activity at baseline and after 21 to 24 weeks of follow-up was measured using the Disease Activity Score in 28 joints (DAS28). Immune response profiling was performed by analyzing multi-cytokine production from peripheral blood cells following incubation with a panel of stimuli, including a mixture of human cytomegalovirus (CMV) and Epstein-Barr virus (EBV) lysates. Profiles identified via principal components analysis (PCA) for each stimulus were then correlated with the ΔDAS28 from baseline to follow-up. A clinically meaningful improvement in the DAS28 was defined as a decrease of ≥1.2.
A profile of T-cell cytokines (IL-13, IL-4, IL-5, IL-2, IL-12, and IFN-γ) produced in response to CMV/EBV was found to correlate with the ΔDAS28 from baseline to follow-up. At baseline, a higher magnitude of the CMV/EBV immune response profile predicted inadequate DAS28 improvement (mean PCA-1 scores: 65.6 versus 50.2; P = 0.029). The baseline CMV/EBV response was particularly driven by IFN-γ (P = 0.039) and IL-4 (P = 0.027). Among patients who attained clinically meaningful DAS28 improvement, the CMV/EBV PCA-1 score increased from baseline to follow-up (mean +11.6, SD 25.5), whereas among patients who responded inadequately to DMARD therapy, the CMV/EBV PCA-1 score decreased (mean -12.8, SD 25.4; P = 0.002). Irrespective of the ΔDAS28, methotrexate use was associated with up-regulation of the CMV/EBV response. The CMV/EBV profile was associated with positive CMV IgG (P <0.001), but not EBV IgG (P = 0.32), suggesting this response was related to CMV exposure.
A profile of T-cell immunity associated with CMV exposure influences the clinical response to DMARD therapy in patients with early RA. Because CMV latency is associated with greater joint destruction, our findings suggest that changes in T-cell immunity mediated by viral persistence may affect treatment response and possibly long-term outcomes of RA.</description><subject>Antirheumatic Agents - therapeutic use</subject><subject>Arthritis, Rheumatoid - drug therapy</subject><subject>Arthritis, Rheumatoid - immunology</subject><subject>Arthritis, Rheumatoid - virology</subject><subject>Care and treatment</subject><subject>Cytokines</subject><subject>Cytomegalovirus - immunology</subject><subject>Cytomegalovirus Infections - complications</subject><subject>Cytomegalovirus Infections - immunology</subject><subject>Epstein-Barr virus</subject><subject>Epstein-Barr Virus Infections - complications</subject><subject>Epstein-Barr Virus Infections - immunology</subject><subject>Female</subject><subject>Herpesvirus 4, Human - immunology</subject><subject>Humans</subject><subject>Immune response</subject><subject>Immunity, Cellular</subject><subject>Male</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Middle Aged</subject><subject>Patient outcomes</subject><subject>Physiological aspects</subject><subject>Principal Component Analysis</subject><subject>Rheumatoid arthritis</subject><subject>T-Lymphocytes - immunology</subject><subject>Treatment Outcome</subject><issn>1478-6354</issn><issn>1478-6362</issn><issn>1478-6354</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1UltrFDEUDqLYWvUnSEAQX7bmNknGh0IpXgoFX_Q5ZGbO7EYmyZpkVvbZP26WqVsXlARyyPm-71wReknJJaVavrNJcN0-QudUKL2SXLLHR7sRZ-hZzt8JYaxl4ik6Y4JJVe85-nXr_RwAJ8jbGDLgbYqjm1xYYxcw2DTtcdrA7G2JbsA2lU1yxeX3eHC5jztIexxHbHGo9lQ5BZLti4vh8F0S2OIhlAf9n65s8M4lW8GH0K7sn6Mno50yvLh_L9C3jx--3nxe3X35dHtzfbfqhOZlNQyKioaLljWDamQjqG07DSPT0AsQgkhJGVUEZC1Sj6xvZcdF13FNulGRkV-gq0V3O3cehr7mVdMw2-S8TXsTrTOnnuA2Zh13hrdKC0WrQLsIdC7-R-DU00dvlslU7tv74Cn-mCEX42sDYZpsgDhnQxsiBW0okxX6eoGu7QTGhTFWsf4AN9e1fqUVF6yiLv-BqmcA7_oYoI4RTglvFkKfYs4JxmPilJjDEj2k-urvPh1hf7aG_wZz7MW3</recordid><startdate>20130101</startdate><enddate>20130101</enddate><creator>Davis, John M</creator><creator>Knutson, Keith L</creator><creator>Strausbauch, Michael A</creator><creator>Green, Abigail B</creator><creator>Crowson, Cynthia S</creator><creator>Therneau, Terry M</creator><creator>Matteson, Eric L</creator><creator>Gabriel, Sherine E</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20130101</creationdate><title>Immune response profiling in early rheumatoid arthritis: discovery of a novel interaction of treatment response with viral immunity</title><author>Davis, John M ; Knutson, Keith L ; Strausbauch, Michael A ; Green, Abigail B ; Crowson, Cynthia S ; Therneau, Terry M ; Matteson, Eric L ; Gabriel, Sherine E</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b483t-dd714534925d756541a9b8ef28ec4e4406612170e69248f2c96b34bb380bf70f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Antirheumatic Agents - therapeutic use</topic><topic>Arthritis, Rheumatoid - drug therapy</topic><topic>Arthritis, Rheumatoid - immunology</topic><topic>Arthritis, Rheumatoid - virology</topic><topic>Care and treatment</topic><topic>Cytokines</topic><topic>Cytomegalovirus - immunology</topic><topic>Cytomegalovirus Infections - complications</topic><topic>Cytomegalovirus Infections - immunology</topic><topic>Epstein-Barr virus</topic><topic>Epstein-Barr Virus Infections - complications</topic><topic>Epstein-Barr Virus Infections - immunology</topic><topic>Female</topic><topic>Herpesvirus 4, Human - immunology</topic><topic>Humans</topic><topic>Immune response</topic><topic>Immunity, Cellular</topic><topic>Male</topic><topic>Medical research</topic><topic>Medicine, Experimental</topic><topic>Middle Aged</topic><topic>Patient outcomes</topic><topic>Physiological aspects</topic><topic>Principal Component Analysis</topic><topic>Rheumatoid arthritis</topic><topic>T-Lymphocytes - immunology</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Davis, John M</creatorcontrib><creatorcontrib>Knutson, Keith L</creatorcontrib><creatorcontrib>Strausbauch, Michael A</creatorcontrib><creatorcontrib>Green, Abigail B</creatorcontrib><creatorcontrib>Crowson, Cynthia S</creatorcontrib><creatorcontrib>Therneau, Terry M</creatorcontrib><creatorcontrib>Matteson, Eric L</creatorcontrib><creatorcontrib>Gabriel, Sherine E</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Arthritis research & therapy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Davis, John M</au><au>Knutson, Keith L</au><au>Strausbauch, Michael A</au><au>Green, Abigail B</au><au>Crowson, Cynthia S</au><au>Therneau, Terry M</au><au>Matteson, Eric L</au><au>Gabriel, Sherine E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Immune response profiling in early rheumatoid arthritis: discovery of a novel interaction of treatment response with viral immunity</atitle><jtitle>Arthritis research & therapy</jtitle><addtitle>Arthritis Res Ther</addtitle><date>2013-01-01</date><risdate>2013</risdate><volume>15</volume><issue>6</issue><spage>R199</spage><epage>R199</epage><pages>R199-R199</pages><artnum>R199</artnum><issn>1478-6354</issn><eissn>1478-6362</eissn><eissn>1478-6354</eissn><abstract>It remains challenging to predict the outcomes of therapy in patients with rheumatoid arthritis (RA). The objective of this study was to identify immune response signatures that correlate with clinical treatment outcomes in patients with RA.
A cohort of 71 consecutive patients with early RA starting treatment with disease-modifying antirheumatic drugs (DMARDs) was recruited. Disease activity at baseline and after 21 to 24 weeks of follow-up was measured using the Disease Activity Score in 28 joints (DAS28). Immune response profiling was performed by analyzing multi-cytokine production from peripheral blood cells following incubation with a panel of stimuli, including a mixture of human cytomegalovirus (CMV) and Epstein-Barr virus (EBV) lysates. Profiles identified via principal components analysis (PCA) for each stimulus were then correlated with the ΔDAS28 from baseline to follow-up. A clinically meaningful improvement in the DAS28 was defined as a decrease of ≥1.2.
A profile of T-cell cytokines (IL-13, IL-4, IL-5, IL-2, IL-12, and IFN-γ) produced in response to CMV/EBV was found to correlate with the ΔDAS28 from baseline to follow-up. At baseline, a higher magnitude of the CMV/EBV immune response profile predicted inadequate DAS28 improvement (mean PCA-1 scores: 65.6 versus 50.2; P = 0.029). The baseline CMV/EBV response was particularly driven by IFN-γ (P = 0.039) and IL-4 (P = 0.027). Among patients who attained clinically meaningful DAS28 improvement, the CMV/EBV PCA-1 score increased from baseline to follow-up (mean +11.6, SD 25.5), whereas among patients who responded inadequately to DMARD therapy, the CMV/EBV PCA-1 score decreased (mean -12.8, SD 25.4; P = 0.002). Irrespective of the ΔDAS28, methotrexate use was associated with up-regulation of the CMV/EBV response. The CMV/EBV profile was associated with positive CMV IgG (P <0.001), but not EBV IgG (P = 0.32), suggesting this response was related to CMV exposure.
A profile of T-cell immunity associated with CMV exposure influences the clinical response to DMARD therapy in patients with early RA. Because CMV latency is associated with greater joint destruction, our findings suggest that changes in T-cell immunity mediated by viral persistence may affect treatment response and possibly long-term outcomes of RA.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>24267267</pmid><doi>10.1186/ar4389</doi><oa>free_for_read</oa></addata></record> |
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subjects | Antirheumatic Agents - therapeutic use Arthritis, Rheumatoid - drug therapy Arthritis, Rheumatoid - immunology Arthritis, Rheumatoid - virology Care and treatment Cytokines Cytomegalovirus - immunology Cytomegalovirus Infections - complications Cytomegalovirus Infections - immunology Epstein-Barr virus Epstein-Barr Virus Infections - complications Epstein-Barr Virus Infections - immunology Female Herpesvirus 4, Human - immunology Humans Immune response Immunity, Cellular Male Medical research Medicine, Experimental Middle Aged Patient outcomes Physiological aspects Principal Component Analysis Rheumatoid arthritis T-Lymphocytes - immunology Treatment Outcome |
title | Immune response profiling in early rheumatoid arthritis: discovery of a novel interaction of treatment response with viral immunity |
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