PMCCPMCCPMCC

Search tips
Search criteria 

Advanced

 
Logo of nihpaAbout Author manuscriptsSubmit a manuscriptNIH Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
 
AIDS. Author manuscript; available in PMC Jan 6, 2014.
Published in final edited form as:
PMCID: PMC3881548
NIHMSID: NIHMS474433
The Association of CD4+ T-Cell Count on Cardiovascular Risk in Treated HIV Disease
Jennifer E. Ho,a Rebecca Scherzer,b Frederick M. Hecht,c Kristinalisa Maka,d Van Selby,d Jeffrey N. Martin,ce Peter Ganz,d Steven G. Deeks,c and Priscilla Y. Hsued
aDivision of Cardiology, Massachusetts General Hospital, Boston, MA
bVeterans Administration Medical Center, University of California, San Francisco
cPositive Health Program, University of California, San Francisco
dDivision of Cardiology of the Department of Medicine, San Francisco General Hospital, University of California, San Francisco
eDepartment of Epidemiology and Biostatistics, University of California, San Francisco
Address for correspondence: Priscilla Y. Hsue MD, Room 5G1, Division of Cardiology, San Francisco General Hospital, 1001 Potrero Avenue, San Francisco, CA 94110, Telephone: (415) 206-8257, Fax (415) 206-5100, phsue/at/medsfgh.ucsf.edu
Since the advent of highly active antiretroviral therapy (HAART) in 1996, HIV-related mortality has decreased dramatically [1]. In fact, the risk of non-AIDS related mortality may now exceed the risk of AIDS-related mortality in individuals with CD4 counts > 200 cells/μl [2]. Of particular concern are increased rates of early atherosclerosis, coronary events and mortality compared with non-infected controls [3-6]. The etiology of these abnormalities in HIV infection is not well established. While long-term exposure to protease inhibitors and abacavir use are associated with increased risk of cardiovascular events in some studies [3, 7, 8], randomized studies indicate that HAART is associated with improved cardiovascular outcomes when compared with intermittent therapy [9]. Although treated disease is associated with less short-term risk of cardiovascular complications than untreated disease, it remains unclear if a delay in initiating HAART until later in the disease process is associated with residual cardiovascular risk even after long-term suppression of viral replication has been achieved.
We previously demonstrated that lower nadir CD4+ T-cell count was associated with increased arterial stiffness in a cohort of long-term HAART treated men [10]. We now extend our work in this same cohort by measuring endothelial function, as assessed by brachial artery flow-mediated dilation (FMD). Whereas arterial stiffness reflects structural and functional changes in the vascular tree, brachial artery FMD assesses intrinsic nitric oxide bioavailability and vasodilation [11]. Thus, while both vascular measures predict cardiovascular risk, the information they provide is considered complementary.
Study Design and Participants
We conducted a cross-sectional study of HIV-infected men who were on stable HAART for > 1 year with undetectable plasma HIV RNA levels [10]. Study subjects were recruited from two ongoing prospective cohort studies at San Francisco General Hospital: the SCOPE Study and the Options Project [12, 13]. SCOPE enrolls subjects who entered care with chronic HIV disease. The Options Project enrolls subjects with early acute HIV infection, and participants are offered an “early treatment” option (initiation within 6 months of the estimated date of HIV infection). We excluded subjects with cardiovascular disease, exposure to immunomodulatory drug therapy, or any changes in statin, anti-hypertensive, or diabetic regimen within 4 months. The University of California, San Francisco Committee on Human Research approved the study. All subjects provided written informed consent.
Data Collection
Subjects underwent a detailed interview and structured questionnaire covering socio-demographic characteristics, HIV disease history, co-morbid conditions, health-related behaviors, and medication exposure. Laboratory evaluation included serum creatinine, CD4+ T-cell count, HIV RNA level, high-sensitivity C-reactive protein (hs-CRP), and plasma markers of vascular function (asymmetric dimethylarginine, ADMA; arginine; N-tyrosine) (details in Supplemental Digital Content).
Assessment of Endothelial Function
In brief, high-resolution ultrasound of the right brachial artery was performed using a 10 MHz linear array probe and the GE Vivid7 Imaging System (GE, Milwaukee, Wisconsin, USA) according to established guidelines (details in Supplemental Digital Content) [14]. A blood pressure cuff was inflated to suprasystolic pressures on the forearm for 5 minutes, and the change in brachial artery diameter was measured during reactive hyperemia one minute following cuff deflation (FMD) [15]. Nitroglycerin mediated dilation (NMD) was measured 3 minutes after administration of 0.4 mg sublingual nitroglycerin. Repeated measurements of 10 scans in a blinded manner showed a correlation coefficient of 0.998. Ten patients underwent repeat scans within 14 days of enrollment, with a difference in FMD of 0.005% (−0.06 to +0.04%, p = 0.99).
Statistical Analysis
Nadir CD4+ T-cell count was stratified a priori by groups below versus at least 350 cells/μl, according to most recent treatment guidelines for HAART initiation [16]. Associations of nadir and current CD4+ T-cell count with FMD were assessed using linear regression with robust standard errors to account for non-normally distributed residuals [17]. CD4+ T-cell counts were also analyzed continuously (log-transformed). Analyses were first adjusted for demographics (age and race/ethnicity) and study cohort. Bayesian Model Averaging was used to select candidate covariates; predictors with posterior probabilities >35% were retained in the model [18]. Covariates considered included BMI, hypertension, diabetes mellitus, current smoking, hyperlipidemia, HIV, HAART, and PI duration. Finally, we constructed a model forcing age, race, cardiovascular risk factors, HIV and HAART duration, as these covariates clinically were suspected to be potential confounders. Additional analyses evaluated CRP, ADMA, N-tyrosine, and eGFR [19] as potential mediators of the association of CD4+ count and endothelial function. Bayesian Model Averaging was performed using the BMA package for the R statistical computing language (R Development Core Team, Vienna, Austria). Other analyses were conducted using SAS, version 9.2 (SAS Institute, Inc., Cary, NC).
We enrolled 74 HIV-infected men on HAART with undetectable plasma HIV RNA and without known cardiovascular disease. The median age was 47 years (IQR 42-55). Traditional cardiovascular risk factors were common: 28% had hypertension, 32% hyperlipidemia, and 14% were current smokers. The median duration of HIV infection was 7 (5-15) years, and current and nadir CD4+ T-cell counts were 659 (542-845) and 314 (150-490) cells/μl, respectively. Compared to participants with nadir CD4+ T-cell counts ≥ 350 cells/μl, those with lower nadir CD4+ T-cell counts were older, had a worse cardiovascular risk profile, with longer HIV and HAART duration (Table 1).
Table 1
Table 1
Baseline characteristics of HIV-infected men by nadir CD4+ T-cell count
CD4+ T-cell Count and Endothelial Function
Nadir CD4+ T-cell count < 350 cells/μl was associated with lower FMD in age-, and race-adjusted analyses (p=0.014). After accounting for traditional cardiovascular risk factors and HIV-related characteristics, nadir CD4+ T-cell count remained independently associated with FMD (Table 2). Specifically, individuals with a nadir CD4+ T-cell count < 350 cells/μl had a 1.22% lower FMD (95% CI −2.20 to −0.19, p-value 0.02) compared with those with higher CD4+ T-cell counts. In a stepwise model considering traditional cardiovascular risk factors and HIV-related characteristics, nadir CD4+ T-cell count was the only clinical variable that was significantly associated with FMD. Nadir CD4 count showed similar associations with FMD when analyzed as a continuous variable, although the association did not reach statistical significance (+0.21% per doubling of nadir CD4, 95%CI: −0.03 to 0.44, p=0.08). By contrast, proximal CD4+ T-cell count < 350 cells/μl was not associated with FMD (p>0.05).
Table 2
Table 2
Nadir CD4+ T-cell count is associated with endothelial dysfunction independent of other risk factors
In secondary analyses accounting for ever-smoking and total number of pack-years, results were not materially different. Further analyses adjusted for ACE-inhibitor, beta-blocker, and statin use, all of which can influence FMD. This also did not materially change primary results.
Role of Inflammation and ADMA
In secondary analyses, we examined the effect of potential mediators on the association of nadir CD4+ T-cell count < 350 cells/μl and lower FMD. The association remained significant (p<0.05) after adjusting for CRP as a marker of inflammation, ADMA, and L-arginine/ADMA levels.
In this cohort of long-term effectively-treated HIV-infected men, a low nadir CD4+ T-cell count was the strongest clinical predictor of endothelial dysfunction as assessed by brachial artery FMD. Specifically, a nadir CD4+ T-cell count < 350 cells/μl was associated with a 1.2% decrease in FMD. When compared with previous studies in non-infected individuals, this reduction in FMD represents a greater impairment than is observed in the presence of diabetes, smoking, or prevalent cardiovascular disease [20]. These findings suggest that delaying the initiation of antiretroviral therapy until late in the disease process (as defined by nadir CD4+ T-cell counts) may be associated with adverse cardiovascular consequences. Although most guidelines now recommend starting therapy before this threshold is reached, a substantial proportion of individuals enter care with more advanced disease, and many if not most treated individuals have a low nadir CD4+ T-cell count.
Endothelial dysfunction plays a central role in the development and progression of atherosclerosis, and predicts future cardiovascular events in non-HIV infected patients [21, 22]. HIV-infected patients have impaired endothelial function when compared with non-infected controls [23]. The mechanism of endothelial dysfunction in HIV disease is unclear. Previous studies have shown worse endothelial dysfunction with higher viral load [23, 24], and others have demonstrated improved endothelial function with HAART treatment [25, 26]. One study demonstrated significant improvement in endothelial function in antiretroviral-naïve individuals within 4 weeks of HAART initiation [27]. Our study extends these findings to a cohort of effectively-treated adults on stable HAART, and suggests that the degree of immunological compromise prior to initiation of HAART is associated with endothelial dysfunction. Our results also suggest that immunological recovery as assessed by proximal CD4+ T-cell does not abrogate the cardiovascular risk linked to low nadir CD4+ T-cell counts.
The role of HIV disease in the pathogenesis of early atherosclerosis is supported by the consistent observation that both CD4+ count and viral load influence this disease. The CD4+ count nadir predicts subclinical carotid atherosclerosis and vascular stiffness in our investigations [5, 10], and a low CD4+ count on HAART has been associated with cardiovascular risk [28-30]. The association of low CD4+ T-cell count with cardiovascular disease is not well understood, and may be due to chronic inflammation [31] or direct viral effects [32]. Inflammatory markers have also been associated with subclinical atherosclerosis [33], mortality, and cardiovascular disease in HIV-infected individuals [34]. In secondary analyses, the association of low nadir CD4+ T-cell count and endothelial dysfunction was not mediated by inflammation as measured by CRP in our study.
Several limitations deserve mention. Potential confounding factors are a challenge in our observational study design, and only a randomized controlled clinical trial of early versus late initiation of HAART can address the issue definitively. In the absence of such a study, observational cohorts provide the best available evidence to address the question. Although we adjusted for differences in identifiable cardiovascular risk and HIV associated factors, unmeasured factors remain a possible explanation for the observed greater endothelial dysfunction in subjects with lower nadir CD4+ counts. Therefore, our results must be interpreted with caution, as the cross-sectional nature of the study precludes any causal inferences. Clearly, prospective longitudinal studies are needed to evaluate the effect of early HAART initiation on cardiovascular outcomes. Our study is of modest size, which limits complex analyses examining mediators of the observed association of nadir CD4+ T-cell count and vascular function. It is also unclear whether the association of endothelial dysfunction and nadir CD4+ T-cell count extends beyond a threshold of 500 cells/μl, as few participants met these criteria. Despite these limitations, the strengths of the study were a contemporary sample of treated HIV-infected individuals with HAART initiation both early and late in the course of HIV infection, and rigorous assessment of endothelial function.
In conclusion, a nadir CD4+ T-cell count < 350 cells/μl was associated with worse endothelial function in HIV-infected men on stable HAART. The association of nadir CD4+ T-cell count and vascular function was greater than that of traditional cardiovascular risk factors. Although causal inferences cannot be drawn from this cross-sectional study, our study provides compelling evidence that earlier initiation of HAART at higher nadir CD4+ T-cell counts may have a favorable impact on cardiovascular risk. Future prospective studies examining early HAART initiation with respect to cardiovascular outcomes are needed.
Supplementary Material
Supplemental
Acknowledgments
Funding Sources: This research was supported by grants from the NIH/University of California, San Francisco-Gladstone Institute of Virology & Immunology Center for AIDS Research, P30-AI027763 (J.E.H); from the NIH, 5R01-HL095130 and 5K23-AI066885 (P.Y.H.); from the National Institute of Allergy and Infectious Diseases, K24-AI069994 (S.G.D.), CFAR Network of Integrated Clinical Systems, R24 AI067039; and the UCSF Clinical and Translational Science Institute, UL1 RR024131-01. Its contents are solely the responsibility of the authors and do not necessarily represent the official views of the NIH.
Footnotes
Disclaimers: P.Y.H. has received honoraria from Gilead, and grant support from Pfizer. S.G.D. has received grant support from Merck, Gilead, and honoraria from GlaxoSmithKline, ViiV and Tobira.
Author contributions: J.E.H., S.G.D., F.M.H., P.G. and P.Y.H. were responsible for the study's conception and design, J.E.H., K.M., and V.S. were involved in the study performance, R.S. did the statistical analyses, J.E.H. wrote the manuscript, and all authors participated in critical review and substantial input to the final manuscript.
2. Lau B, Gange SJ, Moore RD. Risk of non-AIDS-related mortality may exceed risk of AIDS-related mortality among individuals enrolling into care with CD4+ counts greater than 200 cells/mm3. J Acquir Immune Defic Syndr. 2007;44:179–187. [PubMed]
3. Friis-Møller N, Sabin CA, Weber R, d'Arminio Monforte A, El-Sadr WM, Reiss P, et al. Combination antiretroviral therapy and the risk of myocardial infarction. N Engl J Med. 2003;349:1993–2003. [PubMed]
4. Holmberg SD, Moorman AC, Williamson JM, Tong TC, Ward DJ, Wood KC, et al. Protease inhibitors and cardiovascular outcomes in patients with HIV-1. Lancet. 2002;360:1747–1748. [PubMed]
5. Hsue PY, Lo JC, Franklin A, Bolger AF, Martin JN, Deeks SG, et al. Progression of atherosclerosis as assessed by carotid intima-media thickness in patients with HIV infection. Circulation. 2004;109:1603–1608. [PubMed]
6. Solages A, Vita JA, Thornton DJ, Murray J, Heeren T, Craven DE, et al. Endothelial function in HIV-infected persons. Clin Inf Dis. 2006;42:1325–1332. [PMC free article] [PubMed]
7. Group DADS, Sabin CA, Worm SW, Weber R, Reiss P, El-Sadr W, et al. Use of nucleoside reverse transcriptase inhibitors and risk of myocardial infarction in HIV-infected patients enrolled in the D:A:D study: a multi-cohort collaboration. Lancet. 2008;371:1417–1426. [PMC free article] [PubMed]
8. Group DS, Friis-Møller N, Reiss P, Sabin CA, Weber R, Monforte A, et al. Class of antiretroviral drugs and the risk of myocardial infarction. N Engl J Med. 2007;356:1723–1735. [PubMed]
9. El-Sadr WM, Lundgren JD, Neaton JD, Gordin F, Abrams D, Arduino RC, et al. CD4+ count-guided interruption of antiretroviral treatment. N Engl J Med. 2006;355:2283–2296. [PubMed]
10. Ho JE, Deeks SG, Hecht FM, Xie Y, Schnell A, Martin JN, et al. Initiation of antiretroviral therapy at higher nadir CD4+ T-cell counts is associated with reduced arterial stiffness in HIV-infected individuals. AIDS. 2010;24:1897–1905. [PMC free article] [PubMed]
11. Ganz P, Vita JA. Testing endothelial vasomotor function: nitric oxide, a multipotent molecule. Circulation. 2003;108:2049–2053. [PubMed]
12. Kelley CF, Barbour JD, Hecht FM. The relation between symptoms, viral load, and viral load set point in primary HIV infection. J Acquir Immune Defic Syndr. 2007;45:445–448. [PubMed]
13. Hecht FM, Busch MP, Rawal B, Webb M, Rosenberg E, Swanson M, et al. Use of laboratory tests and clinical symptoms for identification of primary HIV infection. AIDS. 2002;16:1119–1129. [PubMed]
14. Corretti MC, Anderson TJ, Benjamin EJ, Celermajer D, Charbonneau F, Creager MA, et al. Guidelines for the ultrasound assessment of endothelial-dependent flow-mediated vasodilation of the brachial artery: a report of the International Brachial Artery Reactivity Task Force. J Am Coll Cardiol. 2002;39:257–265. [PubMed]
15. Lieberman EH, Gerhard MD, Uehata A, Selwyn AP, Ganz P, Yeung AC, et al. Flow-induced vasodilation of the human brachial artery is impaired in patients <40 years of age with coronary artery disease. Am J Cardiol. 1996;78:1210–1214. [PubMed]
16. Hammer SM, Eron JJ, Reiss P, Schooley RT, Thompson MA, Walmsley S, et al. Antiretroviral treatment of adult HIV infection: 2008 recommendations of the International AIDS Society-USA panel. JAMA. 2008;300:555–570. [PubMed]
17. Huber PJ. The behavior of maximum likelihood estimates under nonstandard conditions. proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability; 1967; Berkeley, CA. University of California Press; 1967. pp. 221–223.
18. Hoeting J, Madigan D, Raftery A, Volinsky C. Bayesian Model Averaging: A Tutorial. Stat Sci. 1999;14:382–401.
19. Cockcroft DW, Gault MH. Prediction of creatinine clearance from serum creatinine. Nephron. 1976;16:31–41. [PubMed]
20. Benjamin EJ, Larson MG, Keyes MJ, Mitchell GF, Vasan RS, Keaney JF, Jr, et al. Clinical correlates and heritability of flow-mediated dilation in the community: the Framingham Heart Study. Circulation. 2004;109:613–619. [PubMed]
21. Yeboah J, Folsom AR, Burke GL, Johnson C, Polak JF, Post W, et al. Predictive value of brachial flow-mediated dilation for incident cardiovascular events in a population-based study: the multi-ethnic study of atherosclerosis. Circulation. 2009;120:502–509. [PMC free article] [PubMed]
22. Davignon J, Ganz P. Role of endothelial dysfunction in atherosclerosis. Circulation. 2004;109:III27–32. [PubMed]
23. Solages A, Vita JA, Thornton DJ, Murray J, Heeren T, Craven DE, et al. Endothelial function in HIV-infected persons. Clin Infect Dis. 2006;42:1325–1332. [PMC free article] [PubMed]
24. Blum A, Hadas V, Burke M, Yust I, Kessler A. Viral load of the human immunodeficiency virus could be an independent risk factor for endothelial dysfunction. Clin Cardiol. 2005;28:149–153. [PubMed]
25. Charakida M, Donald AE, Green H, Storry C, Clapson M, Caslake M, et al. Early structural and functional changes of the vasculature in HIV-infected children: impact of disease and antiretroviral therapy. Circulation. 2005;112:103–109. [PubMed]
26. Blanco JJ, García IS, Cerezo JG, de Rivera JM, Anaya PM, Raya PG, et al. Endothelial function in HIV-infected patients with low or mild cardiovascular risk. J Antimicrob Chemother. 2006;58:133–139. [PubMed]
27. Torriani FJ, Komarow L, Parker RA, Cotter BR, Currier JS, Dubé MP, et al. Endothelial function in human immunodeficiency virus-infected antiretroviral-naive subjects before and after starting potent antiretroviral therapy: The ACTG (AIDS Clinical Trials Group) Study 5152s. J Am Coll Cardiol. 2008;52:569–576. [PMC free article] [PubMed]
28. Lichtenstein KA. HIV Outpatient Study Cohort (HOPS): Low CD4 Associated with New Cardiovascular Events. Abstract, International AIDS Conference on HIV Pathogenesis and Treatment; Mexico. 2008.
29. Baker JV, Peng G, Rapkin J, Abrams DI, Silverberg MJ, MacArthur RD, et al. CD4+ count and risk of non-AIDS diseases following initial treatment for HIV infection. AIDS. 2008;22:841–848. [PMC free article] [PubMed]
30. Kaplan RC, Kingsley LA, Gange SJ, Benning L, Jacobson LP, Lazar J, et al. Low CD4+ T-cell count as a major atherosclerosis risk factor in HIV-infected women and men. AIDS. 2008;22:1615–1624. [PMC free article] [PubMed]
31. Lau B, Sharrett AR, Kingsley LA, Post W, Palella FJ, Visscher B, et al. C-reactive protein is a marker for human immunodeficiency virus disease progression. Arch Intern Med. 2006;166:64–70. [PubMed]
32. Ehrenreich H, Rieckmann P, Sinowatz F, Weih KA, Arthur LO, Goebel FD, et al. Potent stimulation of monocytic endothelin-1 production by HIV-1 glycoprotein 120. J Immunol. 1993;150:4601–4609. [PubMed]
33. Hsue PY, Hunt PW, Sinclair E, Bredt B, Franklin A, Killian M, et al. Increased carotid intima-media thickness in HIV patients is associated with increased cytomegalovirus-specific T-cell responses. AIDS. 2006;20:2275–2283. [PubMed]
34. Kuller L, G SS. Elevated Levels of Interleukin-6 and D-dimer Are Associated with an Increased Risk of Death in Patients with HIV. Abstract, 15th Conference on Retroviruses and Opportunistic Infections; Boston, MA. 2008.