| Literature DB >> 30281618 |
Alana T Brennan1,2, Lise Jamieson2, Nigel J Crowther3,4, Matthew P Fox1,2,5, Jaya A George3,4, Kaitlyn M Berry1, Andrew Stokes1, Mhairi Maskew2, Ian Sanne1,2,6,7, Lawrence Long1,2, Naseem Cassim4,8, Sydney Rosen1,2.
Abstract
BACKGROUND: One of the key risk factors for cardiovascular disease is hypertension. Hypertension, which leads to heart attacks and strokes, already affects one billion people worldwide, making it a global public health issue. Incidence and prevalence of the condition is on the rise in low- and middle-income countries, with the biggest increase in sub-Saharan Africa and South Africa at the forefront. We examined the prevalence, incidence, predictors, treatment, and control of hypertension among HIV-positive patients on ART in a large South African observational cohort.Entities:
Mesh:
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Year: 2018 PMID: 30281618 PMCID: PMC6169897 DOI: 10.1371/journal.pone.0204020
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographic and clinical characteristics of patients on antiretroviral therapy with and without hypertension at ART initiation in Right to Care clinics in South Africa (n = 77,696).
| Characteristic | Unit | Hypertension at ART initiation (N = 17,126); | Pre-hypertension at ART initiation (N = 15,009); | No hypertension at ART initiation (N = 45,561); |
|---|---|---|---|---|
| Systolic blood pressure (mm Hg) | median (IQR) | 139 (125–150) | 122 (113–130) | 110 (101–120) |
| Diastolic blood pressure (mm Hg) | median (IQR) | 90 (80–97) | 82 (77–86) | 70 (64–76) |
| Gender | female | 10,079 (58.9%) | 9,116 (60.7%) | 28,024 (61.5%) |
| Age at ART | median (IQR) | 41 (34–48) | 37 (32–44) | 35 (30–42) |
| 18–24 | 453 (2.6%) | 668 (4.5%) | 3,176 (7.0%) | |
| 25–29 | 1,565 (9.1%) | 2,059 (13.7%) | 7,843 (17.2%) | |
| 30–39 | 6,200 (36.2%) | 6,721 (44.8%) | 20,589 (45.2%) | |
| 40–49 | 5,428 (31.7%) | 3,961 (26.4%) | 10,235 (22.5%) | |
| 50+ | 3,480 (20.3%) | 1,600 (10.7%) | 3,718 (8.2%) | |
| CD4 count at ART | median (IQR) | 144 (66–225) | 127 (54–204) | 115 (45–196) |
| 0–49 | 2,746 (16.0%) | 2,909 (19.4%) | 10,173 (22.3%) | |
| 50–99 | 2,276 (13.3%) | 2,101 (14.0%) | 6,694 (14.7%) | |
| 100–199 | 4,600 (26.9%) | 4,127 (27.5%) | 11,874 (26.1%) | |
| 200–349 | 3,255 (19.0%) | 2,386 (15.9%) | 6,837 (15.0%) | |
| 350+ | 1,084 (6.3%) | 830 (5.5%) | 2,202 (4.8%) | |
| missing | 3,165 (18.5%) | 2,656 (17.7%) | 7,781 (17.1%) | |
| WHO | I/II | 7,267 (42.4%) | 5,582 (37.2%) | 15,406 (33.8%) |
| III/IV | 4,005 (23.4%) | 4,218 (28.1%) | 14,804 (32.5%) | |
| missing | 5,854 (34.2%) | 5,209 (34.7%) | 15,351 (33.7%) | |
| Hemoglobin at ART | median (IQR) | 12.2 (10.6–13.6) | 11.9 (10.3–13.3) | 11.4 (9.8–12.9) |
| <10 | 2,456 (14.3%) | 2,673 (17.8%) | 10,480 (23.0%) | |
| ≥10 | 12,091 (70.6%) | 9,962 (66.4%) | 27,580 (60.5%) | |
| missing | 2,579 (15.1%) | 2,374 (15.8%) | 7,501 (16.5%) | |
| Creatinine clearance (mL/min/1.73m2) | median (IQR) | 119.1 (100.1–132.2) | 123.5 (105.7–135.4) | 126.2 (109.2–137.9) |
| <60 | 391 (2.3%) | 182 (1.2%) | 606 (1.3%) | |
| 60–89 | 978 (5.7%) | 650 (4.3%) | 1,602 (3.5%) | |
| ≥90 | 6,957 (40.6%) | 6,064 (40.4%) | 17,806 (39.1%) | |
| missing | 8,800 (51.4%) | 8,113 (54.1%) | 25,547 (56.1%) | |
| Body mass Index at ART | median (IQR) | 23.7 (20.7–27.8) | 22.7 (19.9–26.2) | 21.4 (19.1–24.5) |
| <18 | 940 (5.5%) | 1,154 (7.7%) | 5,395 (11.8%) | |
| 18–24.9 | 6,765 (39.5%) | 6,561 (43.7%) | 21,333 (46.8%) | |
| 25–29.9 | 3,106 (18.1%) | 2,372 (15.8%) | 5,380 (11.8%) | |
| 30–34.9 | 1,379 (8.1%) | 924 (6.2%) | 1,634 (3.6%) | |
| >35 | 787 (4.6%) | 379 (2.5%) | 675 (1.5%) | |
| missing | 4,149 (24.2%) | 3,619 (24.1%) | 11,144 (24.5%) | |
| Tuberculosis at ART | yes | 1,384 (8.1%) | 1,575 (10.5%) | 5,727 (12.6%) |
| Non-nucleotide reverse transcriptase Inhibitor | efavirenz | 15,817 (92.4%) | 13,769 (91.7%) | 41,158 (90.3%) |
| nevirapine | 1,152 (6.7%) | 1,105 (7.4%) | 3,832 (8.4%) | |
| missing | 157 (0.9%) | 135 (0.9%) | 571 (1.3%) | |
| Nucleoside reverse transcriptase Inhibitor | zidovudine | 852 (5.0%) | 609 (4.1%) | 1,616 (3.5%) |
| stavudine | 8,162 (47.7%) | 7,570 (50.4%) | 24,006 (52.7%) | |
| tenofovir | 8,112 (47.4%) | 6,830 (45.5%) | 19,939 (43.8%) | |
| Time on ART | median (IQR) | 24.8 (9.2–49.7) | 23.9 (9.0–49.3) | 21.6 (7.4–47.5) |
| Vital status at end of follow-up period | died | 1,480 (8.6%) | 1,276 (8.5%) | 5,047 (11.1%) |
| loss to follow-up | 3,578 (20.9%) | 3,449 (23.0%) | 11,471 (25.2%) | |
| transferred out | 3,959 (23.1%) | 3,609 (24.0%) | 10,838 (23.8%) | |
| alive | 8,109 (47.3%) | 6,675 (44.5%) | 18,205 (40.0%) |
*ART = antiretroviral therapy;
€WHO = World Health Organization;
βIQR = interquartile range.
Predictors of prevalent hypertension in patients on ART (n = 77,696).
| Variable | Number with baseline hypertension (%) | Unadjusted Risk Ratio (95% CI | Adjusted Risk Ratio (95% CI |
|---|---|---|---|
| 18–24 | 453 (10.5%) | 0.57 (0.52–0.62) | 0.60 (0.52–0.69) |
| 25–29 | 1,565 (13.6%) | 0.74 (0.70–0.78) | 0.73 (0.68–0.79) |
| 30–39 | 6,200 (18.5%) | Reference | Reference |
| 40–49 | 5,428 (27.7%) | 1.49 (1.45–1.54) | 1.49 (1.42–1.56) |
| 50+ | 3,480 (39.6%) | 2.14 (2.07–2.21) | 2.00 (1.91–2.11) |
| Female | 10,079 (21.3%) | Reference | Reference |
| Male | 7,047 (23.1%) | 1.08 (1.05–1.11) | 1.13 (1.08–1.18) |
| <18 | 940 (12.6%) | 0.64 (0.60–0.69) | 0.72 (0.67–0.78) |
| 18–24.9 | 6,765 (19.5%) | Reference | Reference |
| 25–29.9 | 3,106 (28.6%) | 1.47 (1.41–1.52) | 1.39 (1.32–1.45) |
| 30–34.9 | 1,379 (35.0%) | 1.79 (1.71–1.88) | 1.70 (1.60–1.81) |
| ≥35 | 787 (42.7%) | 2.19 (2.07–2.32) | 1.96 (1.83–2.10) |
| I/II | 7,267 (25.7%) | Reference | Reference |
| III/IV | 4,005 (17.4%) | 0.68 (0.65–0.70) | 0.84 (0.80–0.87) |
| 0–49 | 2,746 (17.3%) | 0.66 (0.62–0.70) | 0.93 (0.85–1.01) |
| 50–99 | 2,276 (20.6%) | 0.78 (0.73–0.83) | 0.99 (0.91–1.08) |
| 100–199 | 4,600 (22.3%) | 0.85 (0.80–0.90) | 1.01 (0.94–1.10) |
| 200–349 | 3,255 (26.1%) | 0.99 (0.93–1.05) | 1.08 (1.00–1.18) |
| 350+ | 1,084 (26.3%) | Reference | Reference |
| > = 10 | 12,091 (24.4%) | Reference | Reference |
| <10 | 2,456 (15.7%) | 0.65 (0.62–0.67) | 0.79 (0.75–0.84) |
*ART = antiretroviral therapy;
€WHO = World Health Organization;
¥CI = confidence interval. All variables in the adjusted model are displayed in the table.
Fig 1Proportion of study population with incident hypertension and pre-hypertension after ART initiation, stratified by age and gender (N = 60,570).
Linear regression analysis on systolic and diastolic blood pressure showing both normal and standardrized parameter estimates of predictors (n = 60,570).
| Variable | Parameter estimates | Standardized parameter estimates | |||
|---|---|---|---|---|---|
| Unadjusted Unstandardized | Adjusted unstandardized | Unadjusted standardized | Adjusted standardized | ||
| Age (per 1 year increase) | -0.021 (-0.037, -0.007) | -0.064 (-0.088, -0.039) | -0.012 (-0.020, -0.004) | -0.034 (-0.47, -0.021) | |
| Gender | Female | ||||
| Male | 1.483 (1.210, 1.756) | 2.208 (1.764, 2.652) | 0.043 (0.035, 0.051) | 0.065 (0.052, 0.078) | |
| Body mass index (per kg/m2 increase) | .054 (0.043, 0.065) | 0.216 (0.175, 0.257) | 0.044 (0.035, 0.053) | 0.175 (0.142, 0.208) | |
| Pre-hypertension at ART | No | ||||
| Yes | 4.291 (3.98, 4.598) | 3.167 (2.684, 3.651) | 0.111 (0.103, 0.119) | 0.082 (0.070, 0.095) | |
| NNRTI | efavirenz | ||||
| nevirapine | -0.183 (-0.668, 0.303) | 0.182 (-0.621, 0.984) | -0.003 (-0.011, 0.005) | 0.003 (-0.010, 0.016) | |
| NRTI | tenofovir | ||||
| zidovudine | -1.361 (-2.083, -0.638) | -2.304 (-3.532, -1.076) | -0.015 (-0.024, -0.007) | -0.026 (-0.040, -0.012) | |
| stavudine | -2.959 (-3.230, -2.688) | -2.506 (-2.947, -2.065) | -0.089 (-0.097, -0.081) | -0.075 (-0.089, -0.062) | |
| CD4 count (per 100 cells/μl) | 0.006 (-0.002, 0.013) | -0.0002 (-0.011, 0.0107) | 0.007 (-0.002, 0.016) | -0.0002 (-0.013, 0.013) | |
| WHO | I/II | ||||
| III/IV | -2.914 (-3.244, -2.584) | -1.891 (-2.320, -1.463) | -0.088 (-0.097, -0.078) | -0.057 (-0.070, -0.044) | |
| Hemoglobin (per 1 g/dL increase) | 0.061 (0.044, 0.079) | 0.025 (-0.0001, 0.049) | 0.031 (0.022, 0.040) | 0.013 (-0.0001, 0.025) | |
| Age (per 1 year increase) | 0.487 (0.463, 0.511) | 0.447 (0.407, 0.487) | 0.161 (0.153, 0.169) | 0.148 (0.135, 0.161) | |
| Gender | Female | ||||
| Male | 2.265 (1.821, 2.708) | 2.168 (1.444, 2.892) | 0.041 (0.033, 0.049) | 0.039 (0.026, 0.052) | |
| Body mass index (per kg/m2 increase) | 0.073 (0.055, 0.092) | 0.503 (0.436, 0.571) | 0.037 (0.027, 0.046) | 0.251 (0.218, 0.285) | |
| Pre-hypertension at ART | No | ||||
| Yes | 14.238 (13.749, 14.726) | 13.088 (12.299, 13.876) | 0.227 (0.220, 0.235) | 0.209 (0.196, 0.222) | |
| NNRTI | efavirenz | ||||
| nevirapine | -0.229 (-1.018, 0.560) | 1.588 (0.278, 2.897) | -0.002 (-0.010, 0.006) | 0.016 (0.003, 0.029) | |
| NRTI | tenofovir | ||||
| zidovudine | 5.477 (4.303, 6.650) | 6.597 (4.593, 8.601) | 0.038 (0.030, 0.046) | 0.046 (0.032, 0.060) | |
| stavudine | 4.964 (4.524, 5.404) | 7.752 (7.033, 8.471) | 0.092 (0.084, 0.100) | 0.143 (0.130, 0.157) | |
| CD4 count (per 100 cells/μl) | 0.009 (-0.021, 0.003) | 0.014 (-0.004, 0.032) | 0.007 (-0.002, 0.016) | 0.010 (-0.003, 0.024) | |
| WHO | I/II | ||||
| III/IV | -2.404 (-2.951, -1.857) | -0.870 (-1.569, -0.170) | -0.044 (-0.055, -0.034) | -0.016 (-0.029, -0.003) | |
| Hemoglobin (per 1 g/dL increase) | 0.055 (0.027, 0.083) | 0.012 (-0.028, 0.052) | 0.017 (0.008, 0.026) | 0.004 (-0.009, 0.016) | |
*ART = antiretroviral therapy;
€WHO = World Health Organization;
¥CI = confidence interval;
αNNRTI = Non-Nucleoside Reverse Transcriptase Inhibitor;
ΩNRTI = Nucleoside reverse transcriptase inhibitor. All predictors are measured at ART initiation. Model adjusted for gender, body mass index, age, nucleoside reverse transcriptase inhibitor, non-nucleoside reverse transcriptase inhibitor, WHO stage, CD4 count at ART initiation, hemoglobin levels at ART initiation.
Predictors of incident hypertension in patients on ART (n = 60,570).
| Variable | Number of events/person years | Incidence rate/100 person years (95% CI | Crude hazard ratio (95% CI | Adjusted hazard ratio (95% CI |
|---|---|---|---|---|
| Female | 4,699/83,557 | 5.62 (5.46–5.79) | Reference | Reference |
| Male | 3,426/47,144 | 7.27 (7.03–7.51) | 1.22 (1.17–1.28) | 1.23 (1.14–1.32) |
| 18–24 | 208/7,406 | 2.81 (2.44–3.22) | 0.50 (0.43–0.57) | 0.54 (0.44–0.67) |
| 25–29 | 761/21,818 | 3.49 (3.24–3.74) | 0.64 (0.60–0.70) | 0.74 (0.66–0.82) |
| 30–39 | 3,396/62,283 | 5.45 (5.27–5.64) | Reference | Reference |
| 40–49 | 2,532/30,528 | 8.29 (7.97–8.62) | 1.49 (1.41–1.57) | 1.45 (1.35–1.57) |
| ≥50 | 1,228/8,665 | 14.17 (13.39–14.99) | 2.15 (2.01–2.30) | 1.99 (1.80–2.20) |
| <18 | 674/13,430 | 5.02 (4.65–5.41) | 0.72 (0.66–0.78) | 0.72 (0.65–0.80) |
| 18.0–24.9 | 3,756/64,355 | 5.84 (5.65–6.03) | Reference | Reference |
| 25.0–29.9 | 1,304/17,556 | 7.43 (7.03–7.84) | 1.34 (1.25–1.43) | 1.38 (1.27–1.51) |
| 30.0–34.9 | 515/5,232 | 9.84 (9.01–10.73) | 1.74 (1.58–1.91) | 1.87 (1.64–2.13) |
| ≥35 | 215/1,958 | 10.98 (9.56–12.55) | 1.88 (1.63–2.16) | 2.01 (1.66–2.45) |
| No | 4,805/100,828 | 4.77 (4.63–4.90) | Reference | Reference |
| Yes | 3,320/29,873 | 11.11 (10.74–11.50) | 2.32 (2.22–2.43) | 2.05 (1.92–2.19) |
| efavirenz | 7,335/117,486 | 6.24 (6.10–6.39) | Reference | Reference |
| nevirapine | 679/11,346 | 5.98 (5.54–6.45) | 1.00 (0.93–1.09) | 1.27 (1.13–1.43) |
| tenofovir | 2,368/41,118 | 5.76 (5.53–6.00) | Reference | Reference |
| zidovudine | 379/5,171 | 7.33 (6.61–8.11) | 1.32 (1.18–1.48) | 1.41 (1.18–1.69) |
| stavudine | 5,378/84,412 | 6.37 (6.20–6.54) | 1.17 (1.11–1.23) | 1.42 (1.31–1.54) |
| 0–49 | 1,900/27,708 | 6.86 (6.55–7.17) | 1.09 (0.96–1.24) | 1.25 (1.03–1.50) |
| 50–99 | 1,327/19,613 | 6.77 (6.41–7.14) | 1.15 (1.01–1.31) | 1.15 (0.95–1.39) |
| 100–199 | 2,238/38,678 | 5.79 (5.55–6.03) | 1.08 (0.95–1.22) | 1.05 (0.87–1.26) |
| 200–349 | 1,102/18,751 | 5.88 (5.54–6.23) | 1.08 (0.95–1.23) | 1.13 (0.93–1.37) |
| 350+ | 0,279/4,945 | 5.64 (5.00–6.34) | Reference | Reference |
| I/II | 3,175/49,997 | 6.35 (6.13–6.58) | Reference | Reference |
| III/IV | 2,613/42,053 | 6.21 (5.98–6.46) | 0.86 (0.81–0.90) | 1.00 (0.93–1.07) |
| <10 | 1,690/25,104 | 6.73 (6.41–7.06) | 0.90 (0.85–0.96) | 1.06 (1.00–1.12) |
| ≥10 | 5,472/87,415 | 6.26 (6.10–6.43) | Reference | Reference |
*ART = antiretroviral therapy;
€WHO = World Health Organization;
¥CI = confidence interval. All predictors are measured at ART initiation. Model adjusted for gender, body mass index, age, nucleoside reverse transcriptase inhibitor, non-nucleoside reverse transcriptase inhibitor, WHO stage, CD4 count at ART initiation, hemoglobin levels at ART initiation. Fine and Gray’s competing risk regression used controlling for death as a competing risk for incident hypertension
Predictors of incident hypertension in patients on ART after April 2010 when tenofovir was introduced into first-line ART (n = 32,919).
| Variable | Number of events/person years | Incidence rate/100 person years (95% CI | Crude hazard ratio (95% CI | Adjusted hazard ratio (95% CI |
|---|---|---|---|---|
| Female | 1,781/31,985 | 5.57 (5.31–5.83) | Reference | Reference |
| Male | 1,426/19,936 | 7.15 (6.79–7.53) | 1.28 (1.19–1.37) | 1.48 (1.28–1.71) |
| 18–24 | 81/2,970 | 2.73 (2.17–3.39) | 0.50 (0.40–0.63) | 0.38 (0.22–0.67) |
| 25–29 | 235/8,477 | 2.77 (2.43–3.15) | 0.54 (0.47–0.62) | 0.58 (0.44–0.76) |
| 30–39 | 1,229/23,659 | 5.19 (4.91–5.49) | Reference | Reference |
| 40–49 | 1,054/13,121 | 8.03 (7.56–8.53) | 1.63 (1.50–1.77) | 1.55 (1.33–1.80) |
| ≥50 | 608/3,693 | 16.46 (15.18–17.83) | 2.76 (2.50–3.05) | 2.18 (1.78–2.67) |
| <18 | 205/3,958 | 5.18 (4.49–5.94) | 0.85 (0.73–0.99) | 0.88 (0.68–1.12) |
| 18.0–24.9 | 1,257/23,553 | 5.34 (5.05–5.64) | Reference | Reference |
| 25.0–29.9 | 525/7,352 | 7.14 (6.54–7.78) | 1.38 (1.2.4–1.53) | 1.65 (1.39–1.95) |
| 30.0–34.9 | 240/2,602 | 9.22 (8.09–10.47) | 1.77 (1.54–2.04) | 2.35 (1.87–2.95) |
| ≥35 | 103/1,020 | 10.09 (8.24–12.24) | 1.92 (1.57–2.35) | 2.15 (1.50–3.07) |
| No | 2,477/45,945 | 5.39 (5.18–5.61) | Reference | Reference |
| Yes | 730/5,976 | 12.22 (11.35–13.14) | 2.62 (2.44–2.81) | 2.72 (2.38–3.11) |
| efavirenz | 2,951/48,374 | 6.10 (5.88–6.32) | Reference | Reference |
| nevirapine | 239/3,249 | 7.36 (6.45–8.35) | 1.20 (1.05–1.37) | 1.91 (1.46–2.50) |
| tenofovir | 2,262/38,939 | 5.81 (5.57–6.05) | Reference | Reference |
| zidovudine | 123/1,770 | 6.95 (5.77–8.29) | 1.12 (0.93–1.36) | 1.20 (0.75–1.93) |
| stavudine | 822/11,211 | 7.33 (6.84–7.85) | 1.31 (1.21–1.42) | 1.33 (1.13–1.58) |
| 0–49 | 555/8,174 | 6.79 (6.24–7.38) | 1.16 (0.97–1.38) | 1.23 (0.91–1.67) |
| 50–99 | 440/6,277 | 7.01 (6.37–7.70) | 1.28 (1.06–1.53) | 1.19 (0.87–1.63) |
| 100–199 | 664/11,359 | 5.85 (5.41–6.31) | 1.19 (1.01–1.42) | 1.10 (0.83–1.46) |
| 200–349 | 795/14,031 | 5.67 (5.28–6.07) | 1.16 (0.97–1.38) | 1.09 (0.82–1.45) |
| 350+ | 157/2,873 | 5.46 (4.64–6.39) | Reference | Reference |
| I/II | 1,134/18,724 | 6.06 (5.71–6.42) | Reference | Reference |
| III/IV | 729/11,365 | 6.41 (5.96–6.90) | 0.96 (0.88–1.06) | 1.03 (0.89–1.19) |
| <10 | 622/8,861 | 7.02 (6.48–7.59) | 1.01 (0.92–1.10) | 1.24 (1.04–1.47) |
| ≥10 | 2,127/36,047 | 5.90 (5.65–6.16) | Reference | Reference |
| <60 | 84/512 | 16.40 (13.08–20.31) | 2.11 (1.69–2.64) | 1.70 (1.18–2.46) |
| 60–89 | 234/2,043 | 11.46 (10.03–13.02) | 1.81 (1.58–2.08) | 1.34 (1.06–1.70) |
| ≥90 | 1,844/32,827 | 5.62 (5.36–5.88) | Reference | Reference |
*ART = antiretroviral therapy;
€WHO = World Health Organization;
¥CI = confidence interval. All predictors are measured at ART initiation. Model adjusted for gender, BMI, age, NRTI, NNRTI, WHO stage, CD4 count at ART initiation, hemoglobin levels at ART initiation, creatinine clearance. Fine and Gray’s competing risk regression used controlling for death as a competing risk for incident hypertension
Fig 2Clinical management of incident hypertension amongst patients on antiretroviral therapy.
Hypertension medication includes the following: amlodipine besylate, atenolol, captopril, carvedilol, enalapril maleate, enalaprilat, felodipine, hydralazine hydrochloride, indapamide, lisinopril, metoprolol tartrate, nifedipine, nimodipine, nisoldipine, perindopril erbumine, prazosin hydrochloride, propranolol hydrochloride, verapamil hydrochloride, valsartan, simvastatin.