Abstract
Background
The 2013 ACC/AHA cholesterol guidelines are being applied to HIV-infected patients but have not been validated in this at-risk population, known to have a high prevalence of subclinical high-risk morphology (HRM) coronary atherosclerotic plaque.
Objective
To compare recommendations for statins among HIV-infected subjects with/without HRM coronary plaque according to 2013 ACC/AHA versus 2004 ATP III guidelines.
Methods/Design
Data from 108 HIV-infected subjects without known CVD or lipid-lowering treatment who underwent contrast-enhanced computed-tomography angiography were analyzed. Recommendations for statin therapy according to 2013 versus 2004 guidelines were assessed among those with/without HRM coronary plaque.
Results
Among all subjects, 10-year ASCVD risk score was 3.3% (1.6, 6.6), yet 36% of subjects had HRM coronary plaque. Among those with HRM coronary plaque, statins would be recommended for 26% by 2013 guidelines versus 10% by 2004 guidelines (p=0.04). Conversely, among those without HRM coronary plaque, statins would be recommended for 19% by 2013 guidelines versus 7% by 2004 guidelines (p=0.005). In multivariate modeling, while 10-year ASCVD risk score related to HRM coronary plaque burden (p=0.02), so too did other factors not incorporated into 2013 guidelines.
Conclusions
2013 ACC/AHA cholesterol guidelines recommend statin therapy for a higher percentage of subjects with and without HRM coronary plaque relative to 2004 guidelines. However, even by 2013 guidelines, statin therapy would not be recommended for the majority (74%) of HIV-infected subjects with subclinical HRM coronary plaque. Outcome studies are needed to determine the utility of new statin recommendations and the contribution of HRM coronary plaque to CVD events among HIV-infected subjects.
Keywords: HIV, cholesterol guidelines, atherosclerosis, computed tomography angiography
BACKGROUND
In November 2013, the American College of Cardiology/American Heart Association (ACC/AHA) released a Guideline on the Treatment of Blood Cholesterol to Reduce Atherosclerotic Cardiovascular Risk in Adults [1]. This guideline replaced the Third Report of the Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III - or ATP III - guideline), last updated in 2004 [2]. Cholesterol treatment guidelines such as these, designed for the general population, are typically extrapolated to HIV-infected patients. However, among HIV-infected patients, unique factors relating to infection, treatment, and the body’s immune response may contribute to cardiovascular disease (CVD) risk [3] [4] [5]. In addition, studies show that HIV-infected patients have more high risk coronary plaque [6] [7] that may potentially increase risk for CVD events. Non-traditional CVD risk factors and non-invasive cardiac imaging data are not included in traditional CVD risk assessment algorithms. Thus, a critical question arises as to how well current guidelines identify HIV-infected patients at highest CVD risk who would benefit most from statin therapy.
Relative to 2004 guidelines, 2013 ACC/AHA guidelines introduce major changes for identifying those for whom statins would be recommended, and the implications for HIV-infected patients remain unclear. 2004 guidelines relied on low density lipoprotein (LDL) cholesterol level thresholds tied to an individual’s CVD risk categorization. Categorizations were, in turn, based on number of coronary heart disease (CHD) risk factors/risk equivalents and 10-year Framingham risk score (FRS) for hard CHD – i.e. percent risk of myocardial infarction (MI) or coronary death in the next 10 years. The 2004 guidelines further defined non-high density lipoprotein (non-HDL) cholesterol thresholds for drug therapy upon achievement of LDL goals [2]. In contrast, the 2013 ACC/AHA guidelines abandoned LDL and non-HDL thresholds and goals and instead identified 4 groups likely to benefit from statin therapy. Benefit groups included individuals: age ≥ 21 with clinical atherosclerotic cardiovascular disease (ASCVD); age ≥ 21 with LDL ≥ 190 mg/dl; age 40–75 with diabetes and LDL 70–189 mg/dl; and age 40–75 with a 10-year ASCVD risk score – i.e. percent risk of nonfatal MI, coronary death, nonfatal/fatal stroke within the next 10 years – ≥ 7.5% by the Pooled Cohort Equations calculator [1]. Analysis of data from 3773 participants in the National Health and Nutrition Examination Surveys (NHANES) Database has suggested that application of 2013 ACC/AHA guidelines (vs. 2004 guidelines) would markedly increase the percentage of individuals for whom statins would be recommended [8] but specific data in the HIV population has not been obtained.
Since the release of the 2013 ACC/AHA guidelines, use of the 10-year ASCVD risk score to determine recommendations for statin therapy has come under scrutiny. When applied to select primary prevention cohorts, the calculator appears to overestimate observed CVD events by 75–150% [9]. On the other hand, the 2013 ASCVD risk calculator may underestimate risk among groups of patients – including HIV-infected patients - in whom atherosclerosis is driven, in part, by non-traditional CVD risk factors. Authors of the guidelines suggest that for individuals outside designated statin benefit groups who are nevertheless considered to be at high risk for CVD, non-invasive cardiac imaging studies may provide useful additional data to consider [1].
Our research group and others have employed non-invasive contrast-enhanced coronary computed-tomography angiography (CCTA) to characterize prevalence and morphology of subclinical coronary atherosclerosis among HIV-infected patients without clinical CVD. We and others have previously published that HIV-infected subjects have more non-calcified coronary plaque [6] [10] [11] [12] and high risk morphology (HRM) coronary plaque [7] than matched non-HIV controls. HRM coronary plaque may be marked by low attenuation (low density compatible with a necrotic lipid core) and/or positive remodeling (dilation of vessel at plaque site), and these features suggest vulnerability to rupture [13]. Importantly, non-calcified and HRM coronary plaque predict CVD events in the general population [14] [15]. Detailed information on coronary plaque morphology may be more useful than coronary artery calcium (CAC) score for predicting plaque rupture and ensuing MI – particularly if accrued calcification stabilizes individual high-risk coronary plaques, as suggested by recent studies [16] [17].
In the present study, we consider how 2013 ACC/AHA guidelines would apply to a cohort of well-phenotyped HIV-infected subjects without known CVD who have undergone CCTA. Specifically, employing 2013 ACC/AHA versus 2004 ATP III guidelines, we compare recommendations for statin therapy among HIV-infected subjects with and without subclinical HRM coronary plaque. Further, we characterize differences among HIV-infected subjects for whom statins would/would not be recommended and among HIV-infected subjects with and without HRM coronary plaque. Finally, we determine the relationship between 2013 10-year ASCVD risk score and HRM coronary plaque burden. We hypothesize that 2013 ACC/AHA guidelines would not recommend statins for a sizeable proportion of those HIV-infected patients with subclinical high-risk coronary plaque, despite that these patients may potentially benefit from statin therapy.
METHODS
Study Participants
150 subjects (101 men, 49 women) age 18–60 and HIV-infected for at least 5 years with no recent ART changes were recruited into a study of cardiovascular health and successfully underwent CCTA. By design, subjects with previously diagnosed coronary artery disease, cerebrovascular disease, or peripheral vascular disease were excluded. Other key exclusion criteria and recruitment/consenting methods are as per published reports [6] [7] [10] [11]. From this cohort of 150, 42 subjects were excluded from this comparative analysis of guideline-driven recommendations for statins: 21 for statin use, 15 for use of non-statin lipid-lowering medications, and 6 for insufficient CVD risk factor data. In total, data from 108 subjects (68 men, 40 women) were analyzed. Previous publications have reported on subclinical atherosclerosis [6] [10] and HRM coronary plaque [7] among men, and on subclinical atherosclerosis among women [11]. Analyses comparing application of 2013 and 2004 cholesterol treatment guidelines among this cohort have never before been reported.
Assessment of Historical Data, Body Composition, and Metabolic and Immunologic Parameters
Methods for collecting historical/body composition data and for determining levels of metabolic and immune parameters are as per published reports [6] [7] [10] [11].
Determination of Recommendations for Statins by 2013 ACC/AHA Guidelines
Subjects with known clinical CHD were excluded from the analyses, which focused on primary prevention recommendations for statin therapy. Subjects for whom statins would be recommended according to the 2013 guidelines included those: 1) age ≥ 21 with LDL ≥ 190 mg/dl, 2) age 40–75 with diabetes and LDL 70–189 mg/dl, and/or 3) age 40–75 with 10-year ASCVD risk score ≥ 7.5%. Parameters factoring into ASCVD risk score include age, gender, race, total cholesterol, HDL, systolic blood pressure, antihypertensive medication use, diabetes, and smoking [1]. In our analyses, for subjects age ≥ 21 and < 40 (n= 24), ASCVD score was not calculated; determination of whether statins would be recommended for these subjects was based on LDL level (≥ 190 mg/dl or not). With respect to select other ASCVD risk score parameters: Total cholesterol was entered as 130 mg/dl for subjects whose levels were < 130 mg/dl (n=11). HDL was entered as 100 mg/dl for subjects whose levels were > 100 mg/dl (n=3).
Determination of Recommendations for Statins by 2004 ATP III Guidelines
Based on exclusion criteria, no subject had CHD. Diabetes was counted as a CHD risk equivalent. Number of CHD risk factors and 10-year Framingham risk score (FRS) were calculated. Subjects for whom statins would be recommended according to the 2004 guidelines included those categorized as: high risk (CHD risk equivalent, 10-year FRS > 20%) with LDL ≥ 100 mg/dl, moderately high risk (2+ CHD risk factors, 10-year FRS 10–20%) with LDL ≥ 130 mg/dl, moderate risk (2+ CHD risk factors, 10-year FRS <10%) with LDL ≥ 160 mg/dl, and lower risk (0–1 CHD risk factors) with LDL ≥ 190 mg/dl [2].
Multidetector Row Contrast-Enhanced Coronary Computed-Tomography Angiography (CCTA)
A 64-slice CT scanner (Sensation 64; Siemens Medical Solutions, Forchheim, Germany) was used to obtain contrast-enhanced coronary CT angiograms for research purposes, as per published reports [6] [7] [10] [11].
Assessment of Subclinical HRM Coronary Atherosclerotic Plaque by CCTA
Coronary arterial segments previously identified as having plaque were re-evaluated by trained experts (M.T.L, B.W., S.A.). Low attenuation plaque was defined as plaque with a mean minimal attenuation < 40 Hounsfield Units [18]. Positive remodeling was defined as [plaque segment diameter/normal reference segment diameter] > 1.05 [18]. Methods for assessing HRM features are as per published reports [7].
Statistical Analysis
For the whole group, data on demographic and clinical parameters are presented - mean ± standard deviation (SD) for normally distributed data; median (interquartile range, IQR) for non-normally distributed data. McNemar’s tests were used to compare the percentages of subjects for whom statins would be recommended according to 2013 versus 2004 guidelines among the whole group and among subgroups with/without coronary plaque and with/without HRM coronary plaque. Between-group comparisons of demographic and clinical parameters were made for those for whom statins would/would not be recommended according to 2013 guidelines and for those with and without HRM coronary plaque (at least 1 plaque with at least 1 HRM feature). Normally distributed data were compared by Student’s t-test, non-normally distributed data by Wilcoxon test, and dichotomous data by Chi2 test. Spearman’s rho was used to evaluate the relationship between 2013 10-year ASCVD risk score and burden of subclinical HRM coronary atherosclerotic plaque (defined as number of high risk features in the highest risk coronary plaque). Multivariate linear regression modeling for HRM coronary plaque burden as the dependent variable was performed. Independent variables entered into the model were 10-year ASCVD risk score as well as other parameters which tended to be different between subjects with/without HRM coronary plaque (p value threshold <0.15) and which were not represented in the 10-year ASCVD risk score.
RESULTS
Baseline Demographics
Baseline demographic and clinical characteristics of the whole group are presented in Table 1. Among the entire group: 45% (49/108) had coronary atherosclerotic plaque; 36% (39/108) had HRM coronary plaque.
Table 1.
Baseline Demographic and Clinical Characteristics of all Subjects
| N=108 | |
|---|---|
| Demographics and CV Risk Parameters | |
| Age, years | 46 (40, 52) |
| Age ≥ 40, % | 78 (84/108) |
| Gender, % male | 63 (68/108) |
| Race, % | |
| White | 50 (54/108) |
| Black | 42 (45/108) |
| Other | 8 (9/108) |
| Ethnicity, % Hispanic | 11(12/108) |
| Family history premature CHD (NCEP), % | 21 (22/106) |
| Current smoking, % | 50 (54/108) |
| Current diabetes, % | 9 (10/108) |
| HbA1c, % | 5.5 (5.2, 5.7) |
| BMI, kg/m2 | 26.4 ± 5.2 |
| Current use of antihypertensives, % | 20 (22/108) |
| Systolic blood pressure, mm Hg | 117 ± 12 |
| Diastolic blood pressure, mm Hg | 75 ± 9 |
| Total cholesterol, mg/dL | 175 ±36 |
| LDL cholesterol, mg/dL | 98 ±31 |
| HDL cholesterol, mg/dL | 49 (40, 62) |
| Triglycerides, mg/dL | 90 (74, 143) |
| Number of Framingham risk factors | 1 (0, 2) |
| 10-year Framingham risk score, % | 3 (1, 5) |
| 10-year ASCVD risk score, % | 3.3 (1.6, 6.6) |
| HIV Disease-Specific Parameters | |
| Years since HIV diagnosis | 14 ± 6 |
| CD4+ T cell count, cells/mm3 | 528 (369, 748) |
| Viral load, copies/mL | 49 (47, 49) |
| Undetectable viral load, % | 78 (72/92) |
| * Nadir CD4 count, cells/mm3 | 192 (61, 298) |
| ** Duration of ART use, years | 8 (2, 11) |
| Current ART use, % | 94 (102/108) |
| NRTI, % | 91(98/108) |
| NNRTI, % | 32 (35/108) |
| PI, % | 50 (54/108) |
| Hepatitis C co-infection, % | 31 (34/108) |
| Inflammatory and Immune Markers | |
| CRP, mg/dL | 0.13 (0.05, 0.34) |
| hs IL-6, pg/mL | 1.06 (0.75, 1.86) |
| sCD-163, ng/mL | 1218 (777, 1744) |
| sCD-14, ng/mL | 431 (210, 1874) |
| Plaque Parameters | |
| Percent of subjects with any coronary plaque | 45 (49/108) |
| Total number of coronary plaque segments per subject | 0 (0,2) |
| 1.6 ± 2.5† | |
| Percent of subjects with any noncalcified or mixed coronary plaque | 45 (49/108) |
| Percent of subjects with any calcified coronary plaque | 11 (12/107) |
| Percent of subjects with any HRM coronary plaque | 36 (39/108) |
| # HRM features in most high risk coronary plaque (0–2) | 0 (0, 1) |
| 0.5 ± 0.7† | |
| CAC score (0–800) | 0 (0, 5.9) |
| Statin Recommendations | |
| Percent of subjects for whom statins would be recommended according to 2004 ATP III guidelines | 8 (9/108) |
| Percent of subjects for whom statins would be recommended according to 2013 ACC/AHA guidelines | 21 (23/108) |
CV = cardiovascular; CHD = coronary heart disease; NCEP = National Cholesterol Education Panel; HbA1c = hemoglobin A1c; BMI = body mass index; LDL = low density lipoprotein; HDL = high density lipoprotein; ASCVD = atherosclerotic cardiovascular disease; ART = antiretroviral; NRTI = nucleoside reverse transcriptase inhibitor; NNRTI = non-nucleoside reverse transcriptase inhibitor; PI = protease inhibitor; CRP= C-reactive protein; hs IL-6 = high sensitivity IL-6; sCD163 = soluble CD163; sCD14 = soluble CD14; HRM = high risk morphology; CAC = coronary artery calcium; ATP = Advanced Treatment Panel; ACC/AHA = American College of Cardiology/American Heart Association
self-reported, missing data from 20 subjects;
missing data from 24 subjects
provided for descriptive purposes
Recommendations for Statins (2013 versus 2004 guidelines)
Among the entire group, statins would be recommended for 21% (23/108) by 2013 guidelines versus 8% (9/108) by 2004 guidelines (p=0.0005). Among those with any coronary atherosclerotic plaque, statins would be recommended for 29% (14/49) by 2013 guidelines versus 12% (6/49) by 2004 guidelines (p=0.01). Conversely, among those without coronary plaque, statins would be recommended for 15% (9/59) by 2013 guidelines versus 5% (3/59) by 2004 guidelines (p=0.01) (Figure 1a). Among those with HRM coronary atherosclerotic plaque, statins would be recommended for 26% (10/39) by 2013 guidelines versus 10% (4/39) by 2004 guidelines (p=0.04). Conversely, among those without HRM coronary plaque, statins would be recommended for 19% (13/69) by 2013 guidelines versus 7% (5/69) by 2004 guidelines (p=0.005) (Figure 1b) (Supplemental Table 1).
Figure 1.


Figure 1a. Percentage of Subjects with and without Subclinical Coronary Atherosclerotic Plaque for whom Statins Would be Recommended according to 2013 ACC/AHA Guidelines versus 2004 ATP III Guidelines
Figure 1b. Percentage of Subjects with and without Subclinical High Risk Morphology Coronary Atherosclerotic Plaque for whom Statins Would be Recommended according to 2013 ACC/AHA Guidelines versus 2004 ATP III Guidelines
Comparison of Demographic and Clinical Characteristics of Subjects for whom Statins Would/Would Not be Recommended According to 2013 ACC/AHA Guidelines
By 2013 guidelines, those for whom statins would be recommended (versus those for whom statins would not be recommended) tended to be older with higher 10-year Framingham and ASCVD risk scores. Those for whom statins would be recommended also had a longer duration of time since HIV diagnosis, a higher CD4 count, and higher levels of the circulating monocyte activation marker soluble CD163. Among those for whom statins would be recommended, there was also a greater prevalence of diabetes and antihypertensive medication use. There was no statistically significant between-group difference in presence of HRM coronary atherosclerotic plaque (Table 2).
Table 2.
Demographic and Clinical Characteristics of Subjects for whom Statins Would/Would Not be Recommended According to 2013 ACC/AHA Guidelines
| Statins Not Recommended N=85 | Statins Recommended N=23 | P value | |
|---|---|---|---|
| Demographics and CV Risk Parameters | |||
| Age, years | 45 (39, 49) | 52 (47, 55) | <0.0001* |
| Gender, % male | 64 (54/85) | 61 (14/23) | 0.82 |
| Race, % | 0.009* | ||
| White | 57 (48/85) | 26 (6/23) | |
| Black | 34 (29/85) | 70 (16/23) | |
| Other | 9 (8/85) | 4 (1/23) | |
| Ethnicity, % Hispanic | 12 (10/85) | 9 (2/23) | 0.67 |
| Family history premature CHD, % | 20 (17/83) | 22 (5/23) | 0.90 |
| Current smoking, % | 52 (44/85) | 43 (10/23) | 0.48 |
| Current diabetes, % | 0 (0/85) | 43 (10/23) | <0.0001* |
| HbA1C, % | 5.4 (5.1, 5.6) | 5.7 (5.3, 6.1) | 0.003* |
| BMI, kg/m2 | 26.1 ± 5.0 | 27.7 ± 5.5 | 0.21 |
| Current use of antihypertensives, % | 13 (11/85) | 48 (11/23) | 0.0006* |
| Systolic blood pressure, mm Hg | 115 ± 11 | 125 ± 13 | 0.003* |
| Diastolic blood pressure, mm Hg | 74 ± 9 | 80 ± 8 | 0.001* |
| Total cholesterol, mg/dL | 172 ± 33 | 183 ± 44 | 0.27 |
| LDL cholesterol, mg/dL | 95 ± 27 | 111 ± 40 | 0.09 |
| HDL cholesterol, mg/dL | 50 (41, 64) | 47 (39, 59) | 0.30 |
| Triglycerides, mg/dL | 85 (73, 143) | 97 (82, 167) | 0.27 |
| Number of Framingham risk factors | 1 (0, 2) | 2 (1, 3) | 0.002* |
| 10-year Framingham risk score, % | 2 (1, 5) | 4 (1, 12) | 0.03* |
| 10-year ASCVD risk score, % | 2.6 (1.4, 4.8) | 8.7 (6.5, 11.0) | <0.0001* |
| HIV Disease-Specific Parameters | |||
| Years since HIV diagnosis | 13 ± 6 | 17 ± 7 | 0.01* |
| CD4+ T cell count, cells/mm3 | 474 (351, 717) | 655 (482, 857) | 0.05* |
| Viral load, copies/mL | 49 (47, 49) | 47 (47, 52) | 0.37 |
| Undetectable viral load, % | 78 (58/74) | 78 (14/18) | 0.96 |
| * Nadir CD4 count, cells/mm3 | 165 (47, 293) | 244 (119, 313) | 0.17 |
| ** Duration of ART use, years | 8 (2,11) | 10 (4, 13) | 0.24 |
| Current ART use, % | 95 (81/85) | 91(21/23) | 0.48 |
| NRTI, % | 92 (78/85) | 87(20/23) | 0.50 |
| NNRTI, % | 33 (28/85) | 30 (7/23) | 0.82 |
| PI, % | 53 (45/85) | 39(9/23) | 0.24 |
| Hepatitis C co-infection, % | 28 (24/85) | 43 (10/23) | 0.17 |
| Inflammatory and Immune Markers | |||
| CRP, mg/dL | 0.13 (0.05, 0.36) | 0.10 (0.03, 0.22) | 0.20 |
| hs IL-6, pg/mL | 1.05 (0.74, 1.93) | 1.20 (0.82, 1.51) | 0.94 |
| sCD-163, ng/mL | 1167 (699, 1663) | 1495 (921, 2112) | 0.05* |
| sCD-14, ng/mL | 431 (205, 1830) | 701 (241, 2002) | 0.37 |
| Plaque Parameters | |||
| Percent of subjects with any coronary plaque | 41 (35/85) | 61 (14/23) | 0.09 |
| Total number of coronary plaque segments per subject | 0 (0, 2) | 1 (0, 4) | 0.10 |
| 1.4 ± 2.3† | 2.4 ± 3.1† | ||
| Percent of subjects with any noncalcified or mixed coronary plaque | 41 (35/85) | 61 (14/23) | 0.09 |
| Percent of subjects with any calcified Coronary plaque | 8 (7/84) | 22 (5/23) | 0.09 |
| Percent of subjects with any HRM coronary plaque | 34 (29/85) | 43 (10/23) | 0.41 |
| # HRM features in most high risk coronary plaque (0–2 features) | 0 (0, 1) | 0 (0, 1) | 0.34 |
| 0.5 ± 0.7† | 0.7 ± 0.8† | ||
| CAC score (0–800) | 0 (0, 5) | 0 (0, 8) | 0.62 |
CV = cardiovascular; CHD = coronary heart disease; HbA1c = hemoglobin A1c; BMI = body mass index; LDL = low density lipoprotein; HDL = high density lipoprotein; ASCVD = atherosclerotic cardiovascular disease; ART = antiretroviral therapy; NRTI = nucleoside reverse transcriptase inhibitor; NNRTI = non-nucleoside reverse transcriptase inhibitor; PI = protease inhibitor; CRP = C-reactive protein; hs IL-6 = high sensitivity interleukin-6, sCD163 = soluble CD163, sCD14 = soluble CD14; HRM = high risk morphology; CAC = coronary artery calcium
self-reported, missing data from 20 subjects;
missing data from 24 subjects;
provided for descriptive purposes
Comparison of Demographic and Clinical Characteristics of Subjects with and without Subclinical HRM Coronary Atherosclerotic Plaque
Subjects with HRM coronary plaque (versus those without) tended to be older, with higher blood pressure, triglyceride levels, and 10-year Framingham and ASCVD risk scores. The group with HRM coronary plaque (versus the group without), featured a higher percentage of males and individuals of non-Hispanic ethnicity. The percentage of subjects in the HRM coronary plaque group with a family history of premature CHD tended to be higher, although the difference was not statistically significant. Additionally, subjects in the HRM coronary plaque group tended to have a longer duration of ART use and higher viral load, although these differences were not statistically significant (Table 3).
Table 3.
Demographic and Clinical Characteristics of Subjects with and without Subclinical High Risk Morphology (HRM) Coronary Atherosclerotic Plaque
| No HRM coronary plaque N=69 | HRM coronary plaque N=39 | P value | |
|---|---|---|---|
| Demographics and CV Risk Parameters | |||
| Age, years | 45 (39, 51) | 48 (45, 52) | 0.04* |
| Age ≥ 40, % | 74 (51/69) | 85 (33/39) | 0.19 |
| Gender, % male | 54 (37/69) | 79 (31/39) | 0.006* |
| Race, % | 0.04* | ||
| White | 42 (29/69) | 64 (25/39) | |
| Black | 46 (32/69) | 33(13/39) | |
| Other | 12 (8/69) | 3 (1/39) | |
| Ethnicity, % Hispanic | 16 (11/69) | 3 (1/39) | 0.02* |
| Family history premature CHD, % | 16 (11/67) | 28 (11/39) | 0.15 |
| Current smoking, % | 48 (33/69) | 54 (21/39) | 0.55 |
| Current diabetes, % | 12 (8/69) | 5 (2/39) | 0.25 |
| BMI, kg/m2 | 26.7 ± 5.4 | 26.0 ± 4.7 | 0.47 |
| Current use of antihypertensives, % | 14(10/69) | 31 (12/39) | 0.05* |
| Systolic blood pressure, mm Hg | 115 ± 13 | 120 ± 11 | 0.03* |
| Diastolic blood pressure, mm Hg | 73 ± 8 | 79 ± 10 | 0.002* |
| Total cholesterol, mg/dL | 172 ± 37 | 178 ± 33 | 0.39 |
| LDL cholesterol, mg/dL | 97 ± 32 | 100 ± 30 | 0.59 |
| HDL cholesterol, mg/dL | 49 (41, 65) | 46 (38, 60) | 0.32 |
| Triglycerides, mg/dL | 84 (73, 118) | 105 (75, 180) | 0.05* |
| Number of Framingham risk factors | 1 (0, 2) | 2 (1, 2) | 0.001* |
| 10-year Framingham risk score, % | 2 (1, 5) | 4 (2, 8) | 0.0008* |
| 10-year ASCVD risk score, % | 2.3 (1.4, 5.1) | 5.5 (3, 7.5) | 0.002* |
| HIV Disease-Specific Parameters | |||
| Years since HIV diagnosis | 13 ± 6 | 15 ± 6 | 0.24 |
| CD4+ T cell count, cells/mm3 | 521 (388, 714) | 541 (273, 818) | 0.99 |
| Viral load, copies/mL | 49 (47, 49) | 49 (47, 54) | 0.14 |
| Undetectable viral load, % | 79 (50/63) | 76 (22/29) | 0.71 |
| * Nadir CD4 count, cells/mm3 | 200 (53, 324) | 163 (65, 259) | 0.64 |
| ** Duration of ART use, years | 7 (2, 10) | 10 (5, 12) | 0.06 |
| Current ART use, % | 94 (65/69) | 95(37/39) | 0.88 |
| NRTI, % | 90 (62/69) | 92(36/39) | 0.67 |
| NNRTI, % | 29 (20/69) | 38 (15/39) | 0.31 |
| PI, % | 52 (36/69) | 46 (18/39) | 0.55 |
| Hepatitis C co-infection, % | 28 (19/69) | 38 (15/39) | 0.24 |
| Inflammatory and Immune Markers | |||
| CRP, mg/dL | 0.13 (0.04, 0.38) | 0.12 (0.05, 0.26) | 0.61 |
| hs IL-6, pg/mL | 1.18 (0.79, 1.85) | 1.02 (0.73, 1.95) | 0.55 |
| sCD-163, ng/mL | 1202 (697, 1709) | 1268 (877, 1881) | 0.32 |
| sCD-14, ng/mL | 464 (213, 2025) | 384 (205, 1220) | 0.42 |
| Statin Recommendations | |||
| Percent of subjects for whom statins would be recommended according to 2004 ATP III guidelines | 7 (5/69) | 10 (4/39) | 0.59 |
| Percent of subjects for whom statins would be recommended according to 2013 ACC/AHA guidelines | 19 (13/69) | 26 (10/39) | 0.41 |
HRM = high risk morphology; CV = cardiovascular; CHD = coronary heart disease; HbA1c = hemoglobin A1c; BMI = body mass index; LDL = low density lipoprotein; HDL = high density lipoprotein; ASCVD = atherosclerotic cardiovascular disease; ART = antiretroviral therapy; NRTI = nucleoside reverse transcriptase inhibitor; NNRTI = non-nucleoside reverse transcriptase inhibitor; PI = protease inhibitor; CRP = C-reactive protein; hs IL-6 = high sensitivity interleukin-6, sCD163 = soluble CD163, sCD14 = soluble CD14; HRM = high risk morphology; ATP = Advanced Treatment Panel; ACC/AHA = American College of Cardiology/American Heart Association;
self-reported, missing data from 20 subjects;
missing data from 24 subjects
Relationship between 2013 10-year ASCVD Risk Score and HRM Coronary Plaque Burden
10-year ASCVD risk score related to HRM coronary plaque burden on univariate analysis (rho=0.36, p= 0.0007). In multivariate linear regression modeling for HRM coronary plaque burden, 10-year ASCVD risk score remained significant (p=0.02) when controlling for ethnicity, family history of premature CHD, duration of ART use, and viral load. Ethnicity, family history, and duration of ART use also remained significant in modeling for HRM coronary plaque burden (Table 4).
Table 4.
Multivariate Linear Regression Model for Subclinical High Risk Morphology (HRM) Coronary Atherosclerotic Plaque Burden
| β estimate | standard error | p value | |
|---|---|---|---|
| 10-year ASCVD risk score, % | 0.05 | 0.02 | 0.02 |
| Hispanic ethnicity | −0.38 | 0.17 | 0.03 |
| Family history of premature CHD | 0.38 | 0.11 | 0.001 |
| Duration of ART use, years | 0.04 | 0.02 | 0.02 |
| Viral load, copies/mL | 0.0001 | 0.00008 | 0.12 |
ASCVD = atherosclerotic cardiovascular disease; CHD = coronary heart disease; ART = antiretroviral therapy
HRM plaque burden represents number of HRM features in the highest risk plaque (0 = no plaque or plaque with no HRM features; 1= plaque with 1 HRM feature; 2= plaque with 2 HRM features).
R2 for overall model=0.35, p=0.0006
DISCUSSION
In this study, we compare for the first time statin recommendations according to 2004 versus 2013 cholesterol treatment guidelines among a cohort of HIV-infected subjects without clinical CVD for whom CCTA data on presence or absence of HRM coronary atherosclerotic plaque are available. We find that by 2013 ACC/AHA guidelines (versus 2004 guidelines), statins would be recommended for more subjects with and without HRM coronary plaque. And yet, statins would not be recommended for the majority of subjects with HRM coronary plaque. Traditional CVD risk factors encompassed in the 2013 10-year ASCVD risk score relate to HRM coronary plaque burden, but so too do other factors, both traditional (e.g. family history) and HIV-specific (duration of ART use) not encompassed in the guidelines.
The 2013 ACC/AHA cholesterol treatment guidelines aim to accurately identify individuals for whom statin therapy would meaningfully reduce the risk of incurring a CVD event. HIV-infected subjects, when compared with uninfected controls, face a 1.5-to-2-fold heightened MI risk [19] [20] [21] and 1.5-fold heightened stroke risk [22]. 2013 guidelines suggest that for populations with perceived high CVD risk for whom statins are not recommended, additional clinical information, where available, should be considered.
Leveraging a cohort of HIV-infected subjects without known CVD who have undergone CCTA, we analyzed recommendations for statin therapy according to 2013 ACC/AHA guidelines in relation to the presence or absence of any plaque and of HRM coronary atherosclerotic plaque. In the general population, the presence of HRM coronary plaque predicts a markedly increased risk of incident CVD. Motoyama et al. showed that among 1059 subjects evaluated for 27 ± 10 months, those with no coronary atherosclerotic plaque and those with plaque absent HRM features incurred ACS at rates of 0% and 0.5%, respectively. In contrast, those with coronary plaque characterized by 1 or 2 HRM features incurred ACS at rates of 3.7% and 22.2%, respectively [15]. HIV-infected subjects, relative to non-HIV controls, have a higher prevalence and burden of HRM coronary plaque [7], but whether this observation underlies increased CVD risk in HIV is unknown. Of note, in the general population, statin therapy has been shown to stabilize HRM plaque features [23] [24]. Such stabilization, which may be mediated through LDL-lowering effects and/or through pleiotropic immune-modulatory effects, is presumed to reduce plaque vulnerability to rupture. Whether HIV-infected subjects with subclinical HRM coronary atherosclerotic plaque face an unacceptably high risk of incurring a CVD event – specifically MI - and would potentially benefit from statin therapy is unknown.
When applied to our cohort, 2013 ACC/AHA guidelines (versus 2004 guidelines) increased by roughly 2.5-fold the number of subjects for whom statins would be recommended, but the percentage of subjects for whom statins would be recommended remained low even under the new guidelines. Increased percentages of subjects for whom statins would be recommended were noted in both the subgroups with and without subclinical HRM coronary atherosclerotic plaque. Importantly, in our cohort, while 2013 ACC/AHA guidelines generally increased the number of subjects for whom statins would be recommended, statin therapy would not be recommended for the majority (74%) of HIV-infected subjects with HRM coronary plaque.
Our analyses provide insights as to why, according to the current guidelines, statin therapy might not be recommended for HIV-infected subjects with subclinical HRM coronary atherosclerotic plaque. In our cohort, subjects with HRM coronary plaque tended to be young (15% under age 40), with low LDL levels (100 ± 30 mg/dl). Thus, in this subgroup, even though the prevalence of select traditional CVD risk factors like smoking (54%) was high, cumulative traditional CVD risk as estimated by the 2013 10-year ASCVD risk score (5.5%) were low. That relatively young HIV-infected patients with low LDL levels may still face heightened MI risk is supported by Freiberg’s analysis of data from 82,459 subjects in the Veterans Aging Cohort Study (VACS). In this large cohort, while 46.4% of HIV-infected subjects had LDL cholesterol levels <100 mg/dl, HIV-infected subjects (versus non-HIV controls) had higher relative incidence rates of acute MI across all age groups, and particularly in the 30–39 year-old group [21].
Our data suggest that the 2013 10-year ASCVD risk score encompasses some but not all potential risk factors for the development of HRM coronary atherosclerotic plaque among HIV-infected subjects. On univariate analysis, 10-year ASCVD risk score indeed relates to HRM coronary plaque burden. This relationship remains significant when controlling for factors which appear to differ in HIV-infected patients with and without HRM coronary plaque but which are not already encompassed in the ASCVD risk score – family history of premature CHD, ethnicity, duration of ART use, and viral load. However, in the model for HRM plaque burden, family history, ethnicity, and duration of ART use also remain significant. The model, although highly significant, does not fully explain the variance in HRM coronary plaque burden, suggesting that other factors are contributing. Based on current understandings of immune-mediated atherosclerosis in HIV [3] [4] [5], these factors may include yet-untested markers of immune activation/inflammation.
Applying 2013 versus 2004 cholesterol treatment guidelines among HIV-infected subjects with and without HRM coronary plaque, we find that according to 2013 guidelines, statins would be recommended for more subjects in both groups. Nevertheless, even with the application of 2013 guidelines, statin therapy would not be recommended for the majority (74%) of subjects with HRM coronary plaque. In modeling for HRM coronary plaque burden, the 2013 10-year ASCVD risk score accounts for only part of the variance, and other factors (including family history, ethnicity, and duration of ART use) also contribute. Study limitations include the relatively small sample size and the uncertainty of using presence of subclinical HRM coronary atherosclerotic plaque as a gold standard for defining high CVD risk and statin benefit. Moreover, in our modeling, the dependent variable (HRM plaque burden) is not normally distributed such that the magnitude of the beta estimates for independent variables is less relevant but the directionality and significance of the estimates is robust. Nevertheless, our study takes into consideration new knowledge about the pathophysiology of atherosclerosis among HIV-infected patients and furnishes novel insights on the potential for even 2013 ACC/AHA guidelines to underestimate CVD risk in HIV. An event-driven randomized controlled trial of statin therapy in HIV would definitively determine baseline factors predictive of CVD in this population and identify subgroups of HIV-infected individuals most likely to substantially benefit from statin therapy.
Supplementary Material
Acknowledgments
Funding: This work was supported by Bristol Myers Squibb, Inc. and the National Institutes of Health (NIH) via K24 DK064545 and R01 HL095123-04 to S.K.G. and K23 HL092792 to J.L. The work was also supported by the NIH via M01-RR-01066 and 1 UL1 RR025758-01 to the Harvard Clinical and Translational Science Center, from the National Center for Research Resources, via UM1 AI068634 to the Center for Biostatistics in AIDS Research and via P30 DK040561 to the Nutrition Obesity Research Center at Harvard. Finally, this work was supported by a KL2 Medical Research Investigator Training (MeRIT) award to M.V.Z. from the Harvard Catalyst | The Harvard Clinical and Translational Science Center (National Center for Research Resources and the National Center for Advancing Translational Sciences, National Institutes of Health Award 8KL2TR000168-05. M.T.L. was supported by a grant from the National Heart, Lung, and Blood Institute (5T32 HL076136). The content is solely the responsibility of the authors and does not necessarily represent the official views of Harvard Catalyst, Harvard University and its affiliated academic health care centers, or the NIH.
The investigators would like to thank the nursing staff on the MGH Clinical Research Center as well as the volunteers who participated in this study.
Footnotes
Clinical Trial Registration Number: NCT 00455793
Author contributions: Study design (M.V.Z., S.K.G.), data collection (K.V.F., M.T.L., S.A., J.L.), data interpretation (M.V.Z., K.V.F., M.F., A.H., H.L., M.T.L., S.A., H.R., P.S.D., U.H., J.L., S.K.G.), drafting of manuscript (M.V.Z.), critical revision of manuscript (M.V.Z., K.V.F., M.F., A.H., H.L., M.T.L., S.A., H.R., P.S.D., U.H., J.L., S.G.). All authors have read and approved the text submitted.
Disclosures: Dr. Grinspoon received research funding for this investigator-initiated research project through Bristol Myers Squibb, Inc. Funding sources had no role in the design of the study, data analysis, or the writing of the manuscript. There are no other author disclosures relevant to this manuscript.
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