| Literature DB >> 35350814 |
Susan M Graham1,2,3, Robin M Nance2, Junmei Chen4, Jennie Le4, Dominic W Chung4, Mark M Wurfel2, David L Tirschwell5, Joseph R Zunt1,2,3,5, Christina M Marra2,5, Emily L Ho5, Andrew Huffer5, Felicia C Chow6, Jeffrey N Martin7, Alice S Ryan8, Heidi M Crane2,9, José A López4, W Conrad Liles1,2,10,11.
Abstract
Background: We assessed whether key biomarkers of endothelial activation and hemostasis/thrombosis were elevated in individuals receiving effective antiretroviral therapy (ART) in the year before ischemic stroke.Entities:
Keywords: HIV infection; endothelial activation; hemostasis/thrombosis; ischemic stroke; von Willebrand factor
Year: 2021 PMID: 35350814 PMCID: PMC8939713 DOI: 10.1093/ofid/ofab521
Source DB: PubMed Journal: Open Forum Infect Dis ISSN: 2328-8957 Impact factor: 4.423
Characteristics of Cases and Controls at the Time of Sample Collection
| Characteristic | No. (%) or Mean (SD) | |
|---|---|---|
| Stroke Cases (n=42) | Controls (n=83) | |
| Matching variable | ||
| ART regimen type | ||
| PI | 19 (45.2) | 38 (45.8) |
| NNRTI | 13 (31.0) | 28 (33.7) |
| NNRTI/PI | 4 (9.5) | 6 (7.2) |
| INSTI/NNRTI/PI | 3 (7.1) | 5 (6.0) |
| NRTI | 1 (2.4) | 2 (2.4) |
| None | 2 (4.8) | 4 (4.8) |
| Sociodemographic characteristics | ||
| Male sex | 32 (76.2) | 65 (78.3) |
| Age at specimen collection, y | 51.8 (11.0) | 45.3 (9.4) |
| Race | ||
| White | 9 (21.4) | 31 (37.4) |
| Black | 28 (66.7) | 44 (53.0) |
| Hispanic | 4 (9.5) | 8 (9.6) |
| Other | 1 (2.4) | 0 |
| Clinical characteristics | ||
| Diabetes history | 12 (28.6) | 8 (9.6) |
| Hypertension history | 23 (54.8) | 26 (31.3) |
| Systolic blood pressure | 130 (22) | 125 (14) |
| Tobacco use | 17 (40.5) | 21 (25.3) |
| Laboratory values | ||
| Hemoglobin | 12.7 (2.1) | 14.1 (1.9) |
| Platelets | 253 (131) | 234 (64) |
| Creatinine | 1.1 (0.5) | 1.4 (1.8) |
| Alanine aminotransaminase | 45.5 (53.7) | 46.3 (35.0) |
| Aspartate aminotransferase | 42.6 (43.8) | 41.8 (32.1) |
| Total cholesterol | 183.0 (62.6) | 177.9 (43.5) |
| High-density lipoprotein | 49.3 (17.7) | 48.9 (15.6) |
| Hepatitis C infection status | 17 (40.5) | 33 (39.8) |
| HIV-related characteristics | ||
| Years on ART | 6.7 (5.5) | 7.2 (5.9) |
| Log10 HIV viral load, IU/mL | 2.3 (1.3) | 1.8 (0.8) |
| Log10 peak HIV viral load, IU/mL | 4.9 (1.1) | 4.6 (1.1) |
| CD4 count, cells/μL | 418 (332) | 516 (305) |
| Nadir CD4, cells/μL | 122 (132) | 192 (164) |
| Viral suppression (<400 copies/mL) | 32 (76.2) | 73 (88.0) |
| Composite risk scores | ||
| ASCVD score | 0.14 (0.10) | 0.06 (0.07) |
| VACS score | 41.3 (21.5) | 22.0 (19.5) |
| Biomarkers | Median (IQR) | |
| Angiopoietin-1, ng/mL | 3.5 (1.7–7.9) | 4.2 (1.8–7.9) |
| Angiopoietin-2, ng/mL | 13.8 (8.9–19.6) | 9.6 (6.9–14.5) |
| C-reactive protein, mcg/mL | 2.7 (0.7–9.3) | 1.6 (0.5–5.7) |
| Interleukin-6, pg/mL | 1.1 (0.6–2.1) | 0.6 (0.4–1.5) |
| Plasma activation inhibitor–1, mcg/mL | 0.7 (0.2–1.0) | 0.7 (0.4–1.0) |
| P-selectin, ng/mL | 47.9 (31.8–60.1) | 44.1 (28.6–58.3) |
| Soluble ICAM-1, mcg/mL | 0.3 (0.3–0.4) | 0.3 (0.2–0.4) |
| Soluble VCAM-1, mcg/mL | 0.3 (0.3–0.5) | 0.3 (0.3–0.5) |
| Serum amyloid A, mcg/mL | 4.2 (1.7–12.7) | 2.6 (1.4–5.3) |
| Soluble CD14, mcg/mL | 2.4 (1.8–3.0) | 2.1 (1.8–2.7) |
| Apolipoprotein A1, mcg/mL | 0.09 (0.07–0.13) | 0.10 (0.07–0.14) |
| ADAMTS-13, ng/mL | 0.15 (0.10–0.20) | 0.14 (0.11–0.17) |
| Von Willebrand factor, ng/mL | 18.0 (12.6–25.5) | 14.4 (9.5–19.9) |
Abbreviations: ART, antiretroviral therapy; ASCVD, Atherosclerotic Cardiovascular Disease score; CD4, cluster of differentiation 4; CNICS, CFAR Network of Integrated Clinical Systems; INSTI, integrase strand transfer inhibitor; IQR, interquartile range; NNRTI, non-nucleotide reverse transcriptase inhibitor; NRTI, nucleoside/nucleotide reverse transcriptase inhibitor; PI, protease inhibitor; VACS, Veterans Aging Cohort Study.
Missing values were imputed using multiple imputation with chained equations. Imputation included all Table 1 variables, in addition to CNICS site, alcohol use, marijuana use, illicit drug use, coronary artery disease, heart failure, warfarin use, statin use, dyslipidemia, body mass index, glomerular filtration rate, and triglycerides.
ASCVD score component.
VACS score component.
Figure 1.Heat map of correlations between biomarkers, ASCVD score, and VACS score. Biomarkers included are measures for which cases and controls differed in unadjusted conditional logistic regression analysis by P<.20. Negative correlations are in red, with a perfect negative correlation (ie, a Pearson coefficient of –1) in dark red. Positive correlations are in green, with a perfect positive correlation (ie, a Pearson coefficient of +1) in dark green. Nonsignificant correlations are in gray. Abbreviations: ANG-2, angiopoietin-2; ASCVD, Atherosclerotic Cardiovascular Disease score; CD4, cluster of differentiation 4; IL-6, interleukin-6; SAA, serum amyloid A; sCD14, soluble CD14; VACS, Veterans Aging Cohort Study; VL, viral load; VWF, von Willibrand factor.
Associations Between Biomarkers and Ischemic Stroke Using Conditional Logistic Regression With the Imputed Data Set and All Participants Included (n=125)
| Biomarker | OR (95% CI) | Model 1: Adjusted for Age and Sex AOR (95% CI) | Model 2: Adjusted for ASCVD Score AOR (95% CI) | Model 3: Adjusted for VACS Score AOR (95% CI) | ||||
|---|---|---|---|---|---|---|---|---|
| Log10 viral load | 1.84 (1.13–3.01) | .01 | 2.15 (1.18–3.92) | .01 | 2.11 (1.16–3.84) | .01 | 1.29 (0.73–2.27) | .38 |
| Log10 peak viral load | 1.33 (0.90–1.97) | .16 | 1.45 (0.94–2.24) | .09 | 1.33 (0.86–2.07) | .20 | 1.25 (0.78–2.00) | .35 |
| CD4 count, per 100 cells | 0.90 (0.79–1.03) | .12 | 0.87 (0.75–1.01) | .06 | 0.87 (0.74–1.02) | .09 | 1.06 (0.91–1.24) | .43 |
| Nadir CD4 count, per 100 cells | 0.67 (0.49–0.94) | .02 | 0.69 (0.49–0.98) | .04 | 0.65 (0.45–0.95) | .03 | 0.84 (0.57–1.24) | .37 |
| Log2 angiopoietin-1 | 0.91 (0.68–1.24) | .57 | 0.92 (0.67–1.28) | .64 | 0.90 (0.63–1.29) | .57 | 1.05 (0.74–1.48) | .79 |
| Log2 angiopoietin-2 | 1.63 (1.05–2.52) | .03 | 1.73 (1.05–2.86) | .03 | 2.07 (1.16–3.68) | .01 | 0.97 (0.57–1.67) | .92 |
| Log2 C-reactive protein | 1.11 (0.95–1.30) | .20 | 1.12 (0.93–1.36) | .23 | 1.14 (0.95–1.37) | .15 | 1.02 (0.84–1.24) | .85 |
| Log2 interleukin-6 | 1.42 (1.02–1.96) | .04 | 1.36 (0.95–1.94) | .10 | 1.77 (1.15–2.73) | .01 | 1.06 (0.71–1.57) | .79 |
| Log2 plasma activation inhibitor-1 | 0.79 (0.54–1.13) | .20 | 0.86 (0.57–1.31) | .49 | 0.81 (0.51–1.29) | .37 | 0.93 (0.58–1.51) | .78 |
| Log2 P-selectin | 1.30 (0.69–2.46) | .42 | 1.16 (0.57–2.35) | .68 | 0.97 (0.47–2.01) | .94 | 1.18 (0.55–2.53) | .67 |
| Log2 soluble ICAM-1 | 1.49 (0.81–2.75) | .20 | 1.42 (0.74–2.71) | .29 | 1.94 (0.91–4.10) | .08 | 0.94 (0.43–2.05) | .87 |
| Log2 soluble VCAM-1 | 1.10 (0.65–1.86) | .73 | 1.16 (0.67–2.02 | .60 | 1.51 (0.75–3.03) | .24 | 0.54 (0.26–1.14) | .11 |
| Log2 serum amyloid A | 1.17 (0.97–1.41) | .10 | 1.20 (0.96–1.48) | .10 | 1.26 (1.01–1.57) | .04 | 1.07 (0.86–1.34) | .53 |
| Log2 soluble CD14 | 1.91 (0.84–4.35) | .13 | 2.57 (1.01–6.49) | .05 | 2.69 (0.92–7.85) | .07 | 0.86 (0.32–2.33) | .77 |
| Log2 apolipoprotein A1 | 0.75 (0.33–1.71) | .50 | 0.78 (0.31–1.93) | .59 | 0.77 (0.29–2.04) | .60 | 0.62 (0.22–1.77) | .37 |
| Log2 ADAMTS-13 | 1.37 (0.66–2.84) | .39 | 1.59 (0.72–3.52) | .26 | 2.25 (0.86–5.86) | .10 | 1.48 (0.60–3.64) | .40 |
| Log2 von Willebrand factor | 1.75 (1.09–2.79) | .02 | 1.75 (1.03–2.97) | .04 | 1.74 (1.01–2.98) | .05 | 1.80 (1.04–3.12) | .04 |
Abbreviations: AOR, adjusted odds ratio; ASCVD, Atherosclerotic Cardiovascular Disease score; CD4, cluster of differentiation 4; OR, odds ratio; VACS, Veterans Aging Cohort Study.
Figure 2.Dot plots of biomarker levels in cases and controls. Individual data points are graphed with gray circles, a horizontal line of black Xs indicates the median, and horizontal dashed lines indicate the upper and lower quartiles. Biomarkers presented are measures for which cases and controls differed in unadjusted conditional logistic regression analysis by P<.20; P values are also presented. Abbreviations: ANG-2, angiopoietin-2; CD4, cluster of differentiation 4; IL-6, interleukin-6; SAA, serum amyloid A; sCD14, soluble CD14.
Associations Between Biomarkers and Ischemic Stroke Using Conditional Logistic Regression With the Imputed Data Set, Restricted to Matched Cases and Controls Whose Viral Load Was <400 Copies/mL (n=89)
| Biomarker | OR (95% CI) | Model 1: Adjusted for Age and Sex, AOR (95% CI) | Model 2: Adjusted for ASCVD Score, AOR (95% CI) | Model 3: Adjusted for VACS Score, AOR (95% CI) | ||||
|---|---|---|---|---|---|---|---|---|
| Log10 viral load | 2.79 (0.65–11.9) | .17 | 3.56 (0.62–20.4) | .16 | 2.74 (0.36–21.2) | .33 | 1.34 (0.24–7.38) | .74 |
| Log10 peak viral load | 1.10 (0.72–1.68) | .66 | 1.18 (0.75–1.86) | .48 | 0.90 (0.51–1.61) | .73 | 1.15 (0.71–1.86) | .56 |
| CD4 count, per 100 cells | 0.98 (0.85–1.14) | .83 | 0.97 (0.82–1.13) | .66 | 0.98 (0.81–1.18) | .83 | 1.12 (0.93–1.33) | .23 |
| Nadir CD4 count, per 100 cells | 0.74 (0.50–1.10) | .14 | 0.77 (0.51–1.15) | .21 | 0.78 (0.49–1.25) | .30 | 0.83 (0.54–1.29) | .41 |
| Log2 angiopoietin-1 | 0.90 (0.64–1.27) | .55 | 0.93 (0.64–1.36) | .72 | 0.87 (0.56 –1.36) | .54 | 1.05 (0.72–1.54) | .80 |
| Log2 angiopoietin-2 | 1.33 (0.85–2.06) | .21 | 1.46 (0.87–2.46) | .15 | 1.72 (0.96–3.10) | .07 | 0.95 (0.57–1.60) | .86 |
| Log2 C-reactive protein | 1.13 (0.92–1.39) | .25 | 1.18 (0.92–1.52) | .20 | 1.15 (0.89–1.48) | .28 | 1.08 (0.85–1.38) | .51 |
| Log2 interleukin-6 | 1.16 (0.81–1.67) | .41 | 1.15 (0.77–1.72) | .49 | 1.31 (0.79–2.18) | .30 | 0.96 (0.63–1.48) | .86 |
| Log2 plasma activation inhibitor–1 | 0.73 (0.46–1.15) | .17 | 0.81 (0.48–1.37) | .44 | 0.70 (0.37–1.34) | .29 | 0.92 (0.52–1.63) | .79 |
| Log2 P-selectin | 1.19 (0.58–2.46) | .64 | 0.97 (0.43–2.19) | .94 | 0.72 (0.28–1.88) | .50 | 1.06 (0.48–2.34) | .89 |
| Log2 soluble ICAM-1 | 1.30 (0.58–2.90) | .52 | 1.19 (0.50–2.88) | .69 | 1.48 (0.53–4.15) | .46 | 0.98 (0.36–2.64) | .97 |
| Log2 soluble VCAM-1 | 0.98 (0.51–1.91) | .96 | 1.00 (0.49–2.07) | .99 | 1.24 (0.54–2.84) | .61 | 0.41 (0.15–1.11) | .08 |
| Log2 serum amyloid A | 1.09 (0.86–1.40) | .47 | 1.15 (0.86–1.54) | .36 | 1.15 (0.86–1.55) | .34 | 1.05 (0.80–1.38) | .71 |
| Log2 soluble CD14 | 1.35 (0.52–3.49) | .54 | 1.89 (0.61–5.88) | .27 | 1.84 (0.51–6.65) | .35 | 0.60 (0.18–2.00) | .40 |
| Log2 apolipoprotein 1 | 0.77 (0.27–2.17) | .62 | 0.73 (0.23–2.35) | .60 | 0.93 (0.24–3.57) | .92 | 0.58 (0.16–2.02) | .39 |
| Log2 ADAMTS-13 | 1.29 (0.55–3.02) | .56 | 1.41 (0.55–3.62) | .47 | 2.16 (0.63–7.36) | .22 | 1.62 (0.60–4.38) | .35 |
| Log2 von Willebrand factor | 1.61 (0.99–2.62) | .06 | 1.60 (0.90–2.82) | .11 | 1.64 (0.88–3.05) | .12 | 1.59 (0.93–2.74) | .09 |
Abbreviations: AOR, adjusted odds ratio; ASCVD, Atherosclerotic Cardiovascular Disease score; CD4, cluster of differentiation 4; OR, odds ratio; VACS, Veterans Aging Cohort Study.