| Literature DB >> 23130122 |
Priscilla Y Hsue1, Rebecca Scherzer, Peter W Hunt, Amanda Schnell, Ann F Bolger, S C Kalapus, Kristinalisa Maka, Jeffrey N Martin, Peter Ganz, Steven G Deeks.
Abstract
BACKGROUND: Shear stress gradients and inflammation have been causally associated with atherosclerosis development in carotid bifurcation regions. The mechanism underlying higher levels of carotid intima-media thickness observed among HIV-infected individuals remains unknown. METHODS ANDEntities:
Keywords: AIDS; atherosclerosis; carotid arteries; inflammation
Year: 2012 PMID: 23130122 PMCID: PMC3487373 DOI: 10.1161/JAHA.111.000422
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Comparison of Missing IMT Segments at Each Site in HIV-Infected and HIV-Uninfected Participants
| Number of Segments | Baseline | Last Visit | |||||
|---|---|---|---|---|---|---|---|
| HIV+ | Control | HIV+ | Control | ||||
| Internal (4 total) | 0 missing | 233 (79%) | 42 (89%) | 0.34 | 261 (87%) | 44 (94%) | 0.17 |
| 1 missing | 38 (13%) | 3 (6.4%) | 18 (6.0%) | 0 | |||
| 2 missing | 19 (6.4%) | 1 (2.1%) | 19 (6.3%) | 2 (4.3%) | |||
| 3 missing | 5 (1.7%) | 1 (2.1%) | 2 (0.7%) | 1 (2.1%) | |||
| Total | 295 | 47 | 300 | 47 | |||
| Common (4 total) | 0 missing | 298 (99%) | 47 (100%) | 0.99 | 300 (100%) | 47 (100%) | na |
| 1 missing | 2 (0.7%) | 0 | 0 | 0 | |||
| 2 missing | 0 | 0 | 0 | 0 | |||
| 3 missing | 0 | 0 | 0 | 0 | |||
| Total | 300 | 47 | 300 | 47 | |||
| Bulb (4 total) | 0 missing | 273 (91%) | 46 (98%) | 0.26 | 288 (96%) | 45 (96%) | 0.30 |
| 1 missing | 19 (6.3%) | 0 | 11 (3.7%) | 1 (2.1%) | |||
| 2 missing | 6 (2.0%) | 1 (2.1%) | 1 (0.3%) | 1 (2.1%) | |||
| 3 missing | 2 (0.7%) | 0 | 0 | 0 | |||
| Total | 300 | 47 | 300 | 47 | |||
| Mean (12 total) | 0 missing | 221 (74%) | 42 (89%) | 0.061 | 254 (85%) | 43 (91%) | 0.20 |
| 1 missing | 38 (13%) | 3 (6.4%) | 22 (7.3%) | 0 | |||
| 2 missing | 25 (8.3%) | 0 | 15 (5.0%) | 3 (6.4%) | |||
| ≥3 missing | 16 (5.3%) | 2 (4.3%) | 9 (3.0%) | 1 (2.1%) | |||
| Total | 300 | 47 | 300 | 47 | |||
Five HIV+ participants had no internal IMT segments at baseline. IMT, intima-media thickness: na, not applicable.
Baseline Characteristics of HIV-Infected and HIV−Uninfected Participants
| ParameterHeadings | HIV-Infected ( | HIV−uninfected ( | |
|---|---|---|---|
| Age (y) | 47 (41–53) | 43 (38–51) | 0.048 |
| Gender | |||
| Male | 268 (89%) | 38 (81%) | 0.16 |
| Female | 29 (10%) | 9 (19%) | |
| Transgender M->F | 3 (1%) | 0 | |
| Race | |||
| Caucasian | 181 (60%) | 36 (77%) | 0.011 |
| African American | 75 (25%) | 3 (6%) | |
| Latino | 30 (10%) | 4 (9%) | |
| Other | 14 (5%) | 4 (9%) | |
| History of CAD/CVA | 23 (8%) | 1 (2%) | 0.22 |
| Cigarette smoking (ever) | 207 (69%) | 24 (51%) | 0.020 |
| Diabetes mellitus | 21 (7%) | 1 (2%) | 0.33 |
| Hypertension | 84 (28%) | 4 (9%) | 0.0035 |
| Hyperlipidemia treatment | 51 (17%) | 1 (2%) | 0.0040 |
| LDL (mmol/L) | 2.62 (2.08–3.23) | 2.80 (2.21–3.90) | 0.058 |
| HDL (mmol/L) | 1.05 (0.85–1.26) | 1.26 (1.08–1.56) | <.0001 |
| TG (mmol/L) | 1.64 (1.07–2.84) | 0.99 (0.72–1.58) | <.0001 |
| T Chol (mmol/L) | 4.69 (3.95–5.49) | 4.77 (4.15–5.72) | 0.34 |
| hsCRP (nmol/L) | 17.14 (7.62–41.91) | 10.48 (3.81–29.52) | 0.027 |
| BMI (kg/m2) | 25 (23–28) | 25 (23–30) | 0.96 |
| Hepatitis C virus antibody seropositivity | 68 (23%) | 0 (0%) | <0.0001 |
| Duration of HIV infection (y) | 13 (8–17) | ||
| ARV use (ever) | 228 (76%) | ||
| HAART use (ever) | 209 (70%) | ||
| HAART duration (y) | 5.0 (3.4–6.3) | ||
| NRTI use (ever) | 228 (76%) | ||
| NRTI duration (y) | 6.9 (4.2–10.1) | ||
| NRTI use (ever) | 143 (48%) | ||
| NNRTI duration (y) | 2.4 (1.0–4.0) | ||
| PI use (ever) | 195 (65%) | ||
| PI duration (y) | 4.6 (3.0–6.1) | ||
| Current CD4+ T cells/μL | 434 (272–653) | ||
| Nadir CD4+ T cells/μL | 172 (50–329) | ||
| Plasma HIV RNA (copies/mL) | |||
| <75 | 159 (53%) | ||
| 75–1999 | 56 (19%) | ||
| 2000–9999 | 35 (12%) | ||
| >10 000 | 50 (17%) | ||
Data are presented as median (IQR) or numbers (percent).
HAART, highly active antiretroviral therapy; IQR, interquartile range; CAD/CVA, cardiovascular/cerebrovascular disease; ARV, antiretroviral; NRTI, nucleoside reverse transcriptase inhibitor; NNRTI, nonnucleoside reverse transcriptase inhibitor; PI, protease inhibitor; TG, triglycerides; y, years.
Duration of antiretroviral use among ever users.
p<0.05.
Baseline Characteristics of HIV-Infected and HIV–Uninfected Participants by Disease Category
| Parameter | Elite Controller ( | Treated Unsuppressed ( | Treated Suppressed ( | Untreated Unsuppressed ( | HIV− ( |
|---|---|---|---|---|---|
| Age (y) | 50 (42–52) | 45 (41–55) | 49 (43–53) | 44 (39–50) | 43 (38–51) |
| Gender | |||||
| Male | 20 (77%) | 63 (89%) | 127 (94%) | 58 (85%) | 38 (81%) |
| Female | 6 (23%) | 8 (11%) | 7 (5%) | 8 (12%) | 9 (19%) |
| Transgender M->F | 0 | 0 | 1 (1%) | 2 (3%) | 0 |
| Race | |||||
| Caucasian | 15 (58%) | 39 (55%) | 93 (69%) | 34 (50%) | 36 (77%) |
| African American | 7 (27%) | 20 (28%) | 19 (14%) | 29 (43%) | 3 (6%) |
| Latino | 3 (12%) | 9 (13%) | 14 (10%) | 4 (6%) | 4 (9%) |
| Other | 1 (4%) | 3 (4%) | 9 (7%) | 1 (1%) | 4 (9%) |
| History of CAD/CVA | 0 | 2 (3%) | 14 (10%) | 7 (10%) | 1 (2%) |
| Cigarette smoking (ever) | 21 (81%) | 53 (75%) | 84 (62%) | 49 (72%) | 24 (51%) |
| Diabetes mellitus | 1 (4%) | 7 (10%) | 10 (7%) | 3 (4%) | 1 (2%) |
| Hypertension | 8 (31%) | 21 (30%) | 38 (28%) | 17 (25%) | 4 (9%) |
| Hyperlipidemia treatment | 4 (16%) | 10 (14%) | 36 (27%) | 1 (1%) | 1 (2%) |
| LDL (mmol/L) | 2.46 (1.77–3.26) | 2.64 (1.90–3.15) | 2.69 (2.23–3.36) | 2.51 (2.08–3.03) | 2.80 (2.21–3.64) |
| HDL (mmol/L) | 1.15 (0.90–1.31) | 0.97 (0.77–1.18) | 1.08 (0.85–1.31) | 1.05 (0.90–1.23) | 1.26 (1.08–1.56) |
| TG (mmol/L) | 1.35 (0.97–1.91) | 1.74 (1.10–2.80) | 2.31 (1.42–4.24) | 1.11 (0.78–1.45) | 0.99 (0.73–1.59) |
| T Chol (mmol/L) | 4.15 (3.51–5.56) | 4.49 (3.67–5.36) | 5.00 (4.46–5.90) | 4.26 (3.62–4.85) | 4.77 (4.15–5.72) |
| hsCRP (nmol/L) | 14.29 (8.57–22.86) | 13.33 (5.71–35.24) | 19.05 (6.67–41.91) | 20.00 (07.62–45.72) | 10.48 (3.81–29.52) |
| BMI (kg/m2) | 28 (26–33) | 25 (23–28) | 25 (22–28) | 25 (23–29) | 25 (23–30) |
| Hepatitis C virus | 13 (50%) | 18 (26%) | 28 (21%) | 16 (24%) | 1 (2%) |
| antibody seropositivity | |||||
Data are presented as median (IQR) or numbers (percent).
IQR, interquartile range; CAD/CVA, cardiovascular/cerebrovascular disease; TG, triglycerides.
Figure 1.IMT Levels and Progression by Region and HIV status. (A) Unadjusted IMT levels at baseline: The IMT levels at baseline for all HIV-infected individuals were significantly higher as compared with uninfected controls at the internal, common, bifurcation region, and mean IMT (P<0.001 for all). (B) Mean IMT progression (adjusted): After adjustment for demographics, traditional factors, and hsCRP, IMT progression in the carotid bifurcation region and calculated mean IMT were higher among HIV-infected individuals as compared with controls, while there was no statistically significant difference in IMT progression in the internal and common carotid progression.
Association of HIV-Infection with Overall Levels of Internal, Common, Bifurcation, and Mean IMT
| IMT Measure | HIV-Infected ( | HIV− ( |
|---|---|---|
| Internal IMT (mm) | ||
| Mean difference of HIV-infected vs. controls (95% CI) | ||
| Adjusted for demographics | 0.176 (0.058, 0.295) | |
| Adjusted for demographics and traditional CVD risk factors | 0.175 (0.049, 0.302) | |
| Common IMT (mm) | ||
| Mean difference of HIV-infected vs. controls (95% CI) | ||
| Adjusted for demographics | 0.095 (0.049, 0.141) | |
| Adjusted for demographics and traditional CVD risk factors | 0.108 (0.059, 0.158) | |
| Bifurcation IMT (mm) | ||
| Mean difference of HIV-infected vs. controls (95% CI) | ||
| Adjusted for demographics | 0.257 (0.117, 0.396) | |
| Adjusted for demographics and traditional CVD risk factors | 0.251 (0.102, 0.400) | |
| Mean IMT (mm) | ||
| Mean difference of HIV-infected vs. controls (95% CI) | ||
| Adjusted for demographics | 0.158 (0.075, 0.241) | |
| Adjusted for demographics and traditional CVD risk factors | 0.158 (0.069, 0.247) | |
Estimates are calculated from linear mixed models with random intercepts and slopes.
N denotes number of participants included in analysis.
Adjusted for age, sex, race, and time.
Adjusted for age, sex, race, time, smoking status, diabetes, systolic blood pressure, diastolic blood pressure, total cholesterol, and HDL cholesterol.
Multivariable Analysis of Factors Associated with Carotid Intima-Medial Thickness Progression in HIV-Infected and HIV− Uninfected Participants (Full Model)
| Factor | Internal IMT (mm/year) Estimate (95% CI) | Common IMT (mm/year) Estimate (95% CI) | Bifurcation IMT (mm/year) Estimate (95% CI) | Mean IMT (mm/year) Estimate (95% CI) |
|---|---|---|---|---|
| Progression in HIV | 0.053 (0.038, 0.067), | 0.033 (0.028, 0.039), | 0.067 (0.055, 0.078), | 0.055 (0.047, 0.063), |
| Progression in HIV-controls | 0.020 (−0.024, 0.063), | 0.022 (0.005, 0.039), | 0.025 (−0.012, 0.062), | 0.024 (−0.000, 0.048), |
| HIV vs. HIV-control (difference in rate of progression) | 0.033 (−0.013, 0.079), | 0.012 (−0.006, 0.031), | 0.040 (0.002, 0.078), | 0.031 (0.006, 0.056), |
| Other factors in model: | ||||
| Age (per decade) | 0.032 (0.016, 0.049), | 0.004 (−0.002, 0.011), | 0.012 (−0.001, 0.026), | 0.019 (0.010, 0.028), |
| Female vs. male | 0.025 (−0.025, 0.074), | 0.009 (−0.010, 0.029), | 0.004 (−0.038, 0.046), | 0.010 (−0.017, 0.036), |
| African American vs. Caucasian | 0.013 (−0.025, 0.051), | 0.008 (−0.008, 0.023), | 0.025 (−0.006, 0.056), | 0.014 (−0.006, 0.034), |
| Latino/other vs. Caucasian | 0.009 (−0.031, 0.049), | 0.007 (−0.009, 0.023), | 0.010 (−0.023, 0.042), | 0.007 (−0.014, 0.028), |
| Diabetic | −0.033 (−0.091, 0.026), | −0.011 (−0.033, 0.012), | −0.068 (−0.113, −0.024), | −0.039 (−0.069, −0.009), |
| Ever smoker | 0.032 (0.003, 0.062), | −0.001 (−0.013, 0.010), | 0.018 (−0.005, 0.041), | 0.016 (0.000, 0.031), |
| SBP (per 10 mm Hg) | −0.006 (−0.021, 0.009), | 0.002 (−0.004, 0.008), | 0.001 (−0.011, 0.013), | −0.000 (−0.008, 0.008), |
| DBP (per 10 mm Hg) | 0.002 (−0.017, 0.022), | 0.003 (−0.005, 0.011), | 0.003 (−0.012, 0.019), | 0.003 (−0.008, 0.013), |
| HDL (per 0.26 mmol/L) | −0.004 (−0.014, 0.007), | 0.000 (−0.004, 0.004), | −0.002 (−0.011, 0.006), | −0.001 (−0.007, 0.004), |
| T Chol (per 0.26 mmol/L) | 0.002 (−0.001, 0.005), | 0.001 (−0.001, 0.002), | 0.000 (−0.002, 0.003), | 0.001 (−0.001, 0.003), |
| hsCRP (per doubling) | 0.001 (−0.007, 0.008), | −0.001 (−0.004, 0.002), | 0.005 (−0.001, 0.011), | 0.002 (−0.002, 0.006), |
Results reported as estimated IMT progression in mm/year (95% confidence interval).
Estimates are calculated from linear mixed models with random intercepts and slopes.
HIV vs. HIV− uninfected control difference in progression is shown adjusted for traditional CVD risk factors and hsCRP.
p < 0.05.
SBP, systolic blood pressure; DBP diastolic blood pressure.
Multivariable Analysis of Factors Associated with Carotid Intima-Media Thickness Progression in HIV-Infected and HIV− Uninfected Participants (Parsimonious Models)
| Factor | Internal IMT (mm/year) Estimate (95% CI) | Common IMT (mm/year) Estimate (95% CI) | Bifurcation IMT (mm/year) Estimate (95% CI) | Mean IMT (mm/year) Estimate (95% CI) |
|---|---|---|---|---|
| Progression in HIV | 0.052 (0.039, 0.066), | 0.034 (0.029, 0.039), | 0.066 (0.055, 0.077), | 0.055 (0.048, 0.063), |
| Progression in HIV-controls | 0.017 (−0.022, 0.056), | 0.022 (0.006, 0.038), | 0.023 (−0.012, 0.057), | 0.021 (−0.001, 0.044), |
| HIV vs. HIV-control (difference in rate of progression) | 0.035 (−0.007, 0.077), | 0.011 (−0.006, 0.028), | 0.045 (0.010, 0.080), | 0.035 (0.012, 0.058), |
| Other factors in model | ||||
| Age (per decade) | 0.030 (0.015, 0.046), | 0.017 (0.009, 0.026), | ||
| Diabetic | −0.062 (−0.105, −0.020), | −0.033 (−0.062, −0.004), | ||
| Ever smoker | 0.028 (0.001, 0.055), | 0.017 (0.002, 0.032), | ||
| hsCRP (per doubling) | 0.007 (0.001, 0.013), | |||
Results reported as estimated IMT progression in mm/year (95% confidence interval).
Parsimonious models above remove statistically nonsignificant time × factor terms, but retain HIV status, time, demographics, traditional CVD, and hsCRP.
Estimates are calculated from linear mixed models with random intercepts and slopes.
HIV vs. HIV− control difference in progression is shown adjusted for traditional CVD risk factors and hsCRP.
p< 0.05.
Effect of Removal of Outliers on Carotid Intima-Media Thickness Progression in HIV-Infected and HIV−Uninfected Participants
| Factor | Internal IMT (mm/year) Estimate (95% CI) | Common IMT (mm/year) Estimate (95% CI) | Bifurcation IMT (mm/year) Estimate (95% CI) | Mean IMT (mm/year) Estimate (95% CI) |
|---|---|---|---|---|
| Original results | ||||
| Progression in HIV | 0.053 (0.038, 0.067), | 0.033 (0.028, 0.039), | 0.067 (0.055, 0.078), | 0.055 (0.047, 0.063), |
| Progression in HIV-controls | 0.020 (−0.024, 0.063), | 0.022 (0.005, 0.039), | 0.025 (−0.012, 0.062), | 0.024 (−0.000, 0.048), |
| HIV vs. HIV-control (difference in rate of progression) | 0.033 (−0.013, 0.079), | 0.012 (−0.006, 0.031), | 0.040 (0.002, 0.078), | 0.031 (0.006, 0.056), |
| Results after removing outliers | ||||
| Progression in HIV | 0.048 (0.037, 0.059), | 0.031 (0.026, 0.036), | 0.069 (0.059, 0.080), | 0.053 (0.047, 0.060), |
| Progression in HIV-controls | 0.017 (−0.016, 0.050), | 0.019 (0.005, 0.033), | 0.029 (−0.002, 0.060), | 0.025 (0.004, 0.045), |
| HIV vs. HIV-control (difference in rate of progression) | 0.031 (−0.005, 0.066), | 0.013 (−0.002, 0.028), | 0.037 (0.005, 0.070), | 0.028 (0.007, 0.050), |
HIV vs. HIV–control difference in progression is shown adjusted for traditional CVD risk factors and hsCRP.
p<0.05.
To address the question of whether a small group of individuals is driving the overall mean rate of progression, we looked at a number of influence statistics (including Cook's D, the PRESS statistic, and the likelihood distance) from the mixed linear regression model, accounting for the within-subject clustering. As a sensitivity analysis, we excluded participants with large influence statistics. When we removed the 5% of individuals with the largest outliers, the difference in rate of progression between HIV-infected and -uninfected participants remained similar to the original analysis, as shown above.
Figure 2.Unadjusted association of hsCRP with IMT levels and IMT progression in the bifurcation region: In the bifurcation region, higher hsCRP levels were associated with higher levels of IMT at baseline (A) and IMT progression over time (B) in both HIV-infected and HIV-uninfected participants. Higher solid line denotes predicted IMT (with dotted 95%CI confidence bounds) calculated from unadjusted generalized additive model (GAM). P-values are from spline and linear portion of the fit. A) HIV (red): Spline: p=0.090; linear: p=0.0008; Control (blue): Spline: p=0.0081; linear: p<.0001. B) HIV (red): Spline: p=0.29; linear: p=0.017 Control (blue): Spline: p=0.016; linear: p=0.21.