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      Relevance of Interleukin-6 and D-Dimer for Serious Non-AIDS Morbidity and Death among HIV-Positive Adults on Suppressive Antiretroviral Therapy

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          Abstract

          Background

          Despite effective antiretroviral treatment (ART), HIV-positive individuals are at increased risk of serious non-AIDS conditions (cardiovascular, liver and renal disease, and cancers), perhaps due in part to ongoing inflammation and/or coagulation. To estimate the potential risk reduction in serious non-AIDS conditions or death from any cause that might be achieved with treatments that reduce inflammation and/or coagulation, we examined associations of interleukin-6 (IL-6), D-dimer, and high-sensitivity C-reactive protein (hsCRP) levels with serious non-AIDS conditions or death in 3 large cohorts.

          Methods

          In HIV-positive adults on suppressive ART, associations of IL-6, D-dimer, and hsCRP levels at study entry with serious non-AIDS conditions or death were studied using Cox regression. Hazard ratios (HR) adjusted for age, gender, study, and regression dilution bias (due to within-person biomarker variability) were used to predict risk reductions in serious non-AIDS conditions or death associated with lower “usual” levels of IL-6 and D-dimer.

          Results

          Over 4.9 years of mean follow-up, 260 of the 3766 participants experienced serious non-AIDS conditions or death. IL-6, D-dimer and hsCRP were each individually associated with risk of serious non-AIDS conditions or death, HR = 1.45 (95% CI: 1.30 to 1.63), 1.28 (95% CI: 1.14 to 1.44), and 1.17 (95% CI: 1.09 to 1.26) per 2x higher biomarker levels, respectively. In joint models, IL-6 and D-dimer were independently associated with serious non-AIDS conditions or death, with consistent results across the 3 cohorts and across serious non-AIDS event types. The association of IL-6 and D-dimer with serious non-AIDS conditions or death was graded and persisted throughout follow-up. For 25% lower “usual” IL-6 and D-dimer levels, the joint biomarker model estimates a 37% reduction (95% CI: 28 to 46%) in the risk of serious non-AIDS conditions or death if the relationship is causal.

          Conclusions

          Both IL-6 and D-dimer are independently associated with serious non-AIDS conditions or death among HIV-positive adults with suppressed virus. This suggests that treatments that reduce IL-6 and D-dimer levels might substantially decrease morbidity and mortality in patients on suppressive ART. Clinical trials are needed to test this hypothesis.

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          Most cited references47

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          Multimodel Inference: Understanding AIC and BIC in Model Selection

          K. Burnham (2004)
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            Initiation of Antiretroviral Therapy in Early Asymptomatic HIV Infection

            New England Journal of Medicine, 373(9), 795-807
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              C-reactive protein concentration and risk of coronary heart disease, stroke, and mortality: an individual participant meta-analysis

              Summary Background Associations of C-reactive protein (CRP) concentration with risk of major diseases can best be assessed by long-term prospective follow-up of large numbers of people. We assessed the associations of CRP concentration with risk of vascular and non-vascular outcomes under different circumstances. Methods We meta-analysed individual records of 160 309 people without a history of vascular disease (ie, 1·31 million person-years at risk, 27 769 fatal or non-fatal disease outcomes) from 54 long-term prospective studies. Within-study regression analyses were adjusted for within-person variation in risk factor levels. Results Loge CRP concentration was linearly associated with several conventional risk factors and inflammatory markers, and nearly log-linearly with the risk of ischaemic vascular disease and non-vascular mortality. Risk ratios (RRs) for coronary heart disease per 1-SD higher loge CRP concentration (three-fold higher) were 1·63 (95% CI 1·51–1·76) when initially adjusted for age and sex only, and 1·37 (1·27–1·48) when adjusted further for conventional risk factors; 1·44 (1·32–1·57) and 1·27 (1·15–1·40) for ischaemic stroke; 1·71 (1·53–1·91) and 1·55 (1·37–1·76) for vascular mortality; and 1·55 (1·41–1·69) and 1·54 (1·40–1·68) for non-vascular mortality. RRs were largely unchanged after exclusion of smokers or initial follow-up. After further adjustment for fibrinogen, the corresponding RRs were 1·23 (1·07–1·42) for coronary heart disease; 1·32 (1·18–1·49) for ischaemic stroke; 1·34 (1·18–1·52) for vascular mortality; and 1·34 (1·20–1·50) for non-vascular mortality. Interpretation CRP concentration has continuous associations with the risk of coronary heart disease, ischaemic stroke, vascular mortality, and death from several cancers and lung disease that are each of broadly similar size. The relevance of CRP to such a range of disorders is unclear. Associations with ischaemic vascular disease depend considerably on conventional risk factors and other markers of inflammation. Funding British Heart Foundation, UK Medical Research Council, BUPA Foundation, and GlaxoSmithKline.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                12 May 2016
                2016
                : 11
                : 5
                : e0155100
                Affiliations
                [1 ]School of Statistics, University of Minnesota, Minneapolis, MN, United States of America
                [2 ]Hennepin County Medical Center, Minneapolis, MN, United States of America
                [3 ]Department of Medicine, University of Minnesota, Minneapolis, MN, United States of America
                [4 ]University of California San Francisco, San Francisco, CA, United States of America
                [5 ]San Francisco General Hospital, San Francisco, CA, United States of America
                [6 ]Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, United States of America
                [7 ]University College London, London, United Kingdom
                [8 ]Medical Affairs Department, Gilead Sciences, Foster City, CA, United States of America
                [9 ]Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
                University of Malaya, MALAYSIA
                Author notes

                Competing Interests: The authors have the following potentially competing interests: AP received fees for speaking from Gilead Sciences, consulting from GSK Biologicals, and advisory board membership from AbbVie. CJC is currently receiving salary support from Gilead Sciences. The other authors reported no competing interests. While the SILCAAT and ESPRIT trials were supported by Chiron-Novartis, none of the authors received salary support from Chiron-Novartis, or have any competing interests with respect to ChironNovartis. The potentially competing interests do not alter the authors’ adherence to PLOS ONE policies on sharing data and materials.

                Conceived and designed the experiments: BG JVB SGD JW CJC AP JDL JDN. Analyzed the data: BG DW. Wrote the paper: BG JVB SGD JW CJC AC-L AP JDL JDN.

                ¶ Complete membership of the author group can be found in the Acknowledgments.

                Author information
                http://orcid.org/0000-0003-4275-7880
                Article
                PONE-D-15-55322
                10.1371/journal.pone.0155100
                4865234
                27171281
                d00a0769-c639-4ed4-ae28-5ff6ea3b0f44
                © 2016 Grund et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 21 December 2015
                : 25 April 2016
                Page count
                Figures: 5, Tables: 1, Pages: 16
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100000060, National Institute of Allergy and Infectious Diseases;
                Award ID: U01-AI068641
                Award Recipient :
                Funded by: National Institute of Allergy and Infectious Diseases (US)
                Award ID: U01-AI046362
                Award Recipient :
                Funded by: National Institute of Allergy and Infectious Diseases (US)
                Award ID: U01-AI042170
                Award Recipient :
                Funded by: National Institute of Allergy and Infectious Diseases (US)
                Award ID: U01-AI46957
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000060, National Institute of Allergy and Infectious Diseases;
                Award ID: 3U 01-AI068641-0451
                Award Recipient :
                Funded by: National Institute of Allergy and Infectious Diseases (US)
                Award ID: 3U01-AI06841-0551
                Award Recipient :
                The trials analyzed in this manuscript were supported by grants from the National Institutes of Health (NIH) and Chiron-Novartis. The National Institute of Allergy and Infectious Diseases (NIAID) funded the INSIGHT SMART [U01-AI068641, U01-AI046362, U01-AI042170] and ESPRIT [U01-AI068641, U01AI46957] trials and the biomarker analyses [3U 01-AI068641-0451, 3U01-AI06841-0551]. The SILCAAT and ESPRIT trials were supported by grants from Chiron-Novartis. These funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Individual authors: Gilead Sciences currently provides salary support for CJC, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. CJC was previously employed by the Community Research Initiative New England, Boston, MA, and joined Gilead Sciences only after the data analysis and the first draft of the manuscript were completed. Otherwise, none of the authors received any third-party funding for the study design, data analysis or writing of this manuscript. The specific roles of the authors are articulated in the ‘author contributions’ section.
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                Custom metadata
                Participant level data are not provided as open access due to ethical and legal obligations to the participants in the clinical trials. Data will be available to all qualified researchers upon request to the INSIGHT Executive Steering Committee; contact James D. Neaton at jim@ 123456ccbr.umn.edu .

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