| Literature DB >> 30995263 |
Rosbel M Brito1, Duc T Nguyen2, Justine R Johnson3, Eric J Lai4, Rochelle E Castro5, Angelina M Albert6, Ann S Barnes5, Edward A Graviss2, Wadi N Suki7.
Abstract
BACKGROUND AND OBJECTIVES: HIV-infected patients are at risk for developing chronic kidney disease (CKD), defined by estimated glomerular filtration rate (eGFR) <60 ml/min/1.73m2. Our purpose was to understand the genesis of CKD in HIV patients from a large urban clinic in Houston, Texas, USA, and to characterize progression of CKD in the cohort. DESIGN, SETTING, PARTICIPANTS AND MEASUREMENTS: A retrospective cohort study (2012-2016) was conducted in all HIV-infected patients seen in a federally qualified community health center in Houston, Texas. CKD prevalence and its association with HIV viral load and CD4 count were determined. The association of the change in eGFR over time and comorbidities was assessed using linear mixed models.Entities:
Mesh:
Year: 2019 PMID: 30995263 PMCID: PMC6469809 DOI: 10.1371/journal.pone.0215575
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Study flowchart to establish cohort of patients with and without CKD.
eGFR unit: ml/min/1.73m2.
Demographics, comorbidities and laboratory parameters, stratified by CKD.
| Variable | Total | eGFR ≥60 | eGFR <60 | Unadjusted OR | Unadjusted |
|---|---|---|---|---|---|
| (N = 3714) | ( | ( | (95% CI) | p-value | |
| Age (years), median (IQR) | 42.0 (32.0, 51.0) | 42.0 (32.0, 51.0) | 55.0 (48.0, 60.0) | 1.11 (1.09, 1.12) | <0.001 |
| Female gender, n (%) | 649 (17.5) | 615 (17.3) | 34 (22.2) | 1.37 (0.93, 2.02) | 0.12 |
| Race/Ethnicity, n (%) | |||||
| White | 925 (24.9) | 875 (24.6) | 50 (32.7) | 1.36 (0.93, 1.99) | 0.12 |
| Black | 1,511 (40.7) | 1,450 (40.7) | 61 (39.9) | (reference) | |
| Hispanic or Latino | 1,087 (29.3) | 1,056 (29.7) | 31 (20.3) | 0.70 (0.45, 1.08) | 0.11 |
| Asian | 62 (1.7) | 60 (1.7) | 2 (1.3) | 0.79 (0.19, 3.32) | 0.75 |
| Others | 129 (3.5) | 120 (3.4) | 9 (5.9) | 1.78 (0.86, 3.68) | 0.12 |
| Years from HIV diagnosis, median (IQR) | 4.0 (2.0, 15.0) | 4.0 (2.0, 15.0) | 13.0 (2.0, 21.0) | 1.06 (1.04, 1.08) | <0.001 |
| Hypertension, n (%) | 1,057 (28.5) | 960 (27.0) | 97 (63.4) | 4.69 (3.35, 6.57) | <0.001 |
| Diabetes, n (%) | 312 (8.4) | 289 (8.1) | 23 (15.0) | 2.00 (1.27, 3.17) | 0.003 |
| Hyperlipidemia, n (%) | 882 (23.7) | 828 (23.3) | 54 (35.3) | 1.80 (1.28, 2.53) | 0.001 |
| History of kidney stone, n (%) | 63 (1.7) | 56 (1.6) | 7 (4.6) | 3.00 (1.34, 6.70) | 0.01 |
| Smoker, n (%) | 1,755 (47.4) | 1,693 (47.7) | 62 (40.5) | 0.75 (0.54, 1.04) | 0.08 |
| Cardiovascular disease, n (%) | 159 (4.3) | 145 (4.1) | 14 (9.2) | 2.37 (1.34, 4.21) | 0.003 |
| Cerebrovascular disease, n (%) | 64 (1.7) | 54 (1.5) | 10 (6.5) | 4.54 (2.27, 9.10) | <0.001 |
| Peripheral vascular disease, n (%) | 51 (1.4) | 48 (1.3) | 3 (2.0) | 1.46 (0.45, 4.75) | 0.53 |
| Chronic HCV, n (%) | 350 (9.4) | 335 (9.4) | 15 (9.8) | 1.05 (0.61, 1.80) | 0.87 |
| HBV, n (%) | 185 (5.0) | 171 (4.8) | 14 (9.2) | 2.00 (1.13, 3.53) | 0.02 |
| Tuberculosis, n (%) | 69 (1.9) | 66 (1.9) | 3 (2.0) | 1.06 (0.33, 3.41) | 0.92 |
| Oral candidiasis, n (%) | 321 (8.6) | 300 (8.4) | 21 (13.7) | 1.73 (1.08, 2.78) | 0.02 |
| HSV, n (%) | 594 (16.0) | 562 (15.8) | 32 (20.9) | 1.41 (0.95, 2.11) | 0.09 |
| CMV, n (%) | 205 (5.5) | 190 (5.3) | 15 (9.8) | 1.93 (1.11, 3.35) | 0.02 |
| WBC (x1000), median (IQR) | 5.6 (4.6, 6.9) | 5.6 (4.6, 6.9) | 5.9 (4.7, 7.2) | 1.06 (0.98, 1.15) | 0.15 |
| Hemoglobin, median (IQR) | 14.4 (13.2, 15.3) | 14.4 (13.2, 15.3) | 13.5 (11.5, 14.7) | 0.74 (0.68, 0.80) | <0.001 |
| Platelets (x1000), median (IQR) | 235.5 (201.0, 277.0) | 236.0 (201.0, 278.0) | 223.0 (183.0, 272.0) | 1.00 (0.99, 1.00) | 0.004 |
| Potassium, most recent, median (IQR) | 4.3 (4.1, 4.6) | 4.3 (4.1, 4.5) | 4.4 (4.1, 4.7) | 1.73 (1.19, 2.51) | 0.004 |
| Sodium, most recent, median (IQR) | 140.0 (139.0, 141.0) | 140.0 (139.0, 141.0) | 140.0 (138.0, 141.0) | 0.95 (0.89, 1.01) | 0.09 |
| Chloride, most recent, median (IQR) | 101.0 (99.0, 103.0) | 101.0 (99.0, 103.0) | 101.0 (99.0, 103.0) | 0.97 (0.92, 1.03) | 0.32 |
| CO2, most recent, median (IQR) | 23.0 (22.0, 25.0) | 23.0 (22.0, 25.0) | 22.0 (21.0, 25.0) | 0.83 (0.78, 0.89) | <0.001 |
| Protein, most recent, median (IQR) | 7.3 (7.0, 7.7) | 7.3 (7.0, 7.7) | 7.3 (6.9, 7.8) | 1.08 (0.85, 1.39) | 0.53 |
| Albumin, most recent, median (IQR) | 4.4 (4.2, 4.6) | 4.4 (4.2, 4.6) | 4.3 (3.9, 4.5) | 0.34 (0.24, 0.49) | <0.001 |
| LDL (x10mg/dL), most recent, median (IQR) | 9.2 (7.3, 11.2) | 9.2 (7.3, 11.2) | 9.4 (7.2, 11.6) | 1.02 (0.97, 1.08) | 0.39 |
| HDL (x10mg/dL), most recent, median (IQR) | 4.5 (3.7, 5.5) | 4.5 (3.7, 5.5) | 4.7 (3.6, 5.7) | 1.09 (0.99, 1.19) | 0.08 |
| Total cholesterol (x10mg/dL), most recent, median (IQR) | 16.8 (14.5, 19.3) | 16.8 (14.5, 19.3) | 18.1 (15.1, 20.4) | 1.08 (1.04, 1.12) | <0.001 |
| Triglycerides (x10mg/dL), most recent, median (IQR) | 12.4 (8.8, 18.3) | 12.3 (8.7, 18.2) | 15.2 (10.3, 22.0) | 1.02 (1.01, 1.03) | <0.001 |
| HIV viral load (log10 copies/mL), median (IQR) | 0.0 (0.0, 4.2) | 0.0 (0.0, 4.2) | 0.0 (0.0, 3.9) | 0.98 (0.94, 1.03) | 0.46 |
| HIV viral load (copies/mL), n (%) | |||||
| <20 | 2,386 (64.2) | 2,282 (64.1) | 104 (68.0) | (reference) | |
| 20–99 | 472 (12.7) | 454 (12.7) | 18 (11.8) | 0.87 (0.52, 1.45) | 0.59 |
| 100–999 | 260 (7.0) | 251 (7.0) | 9 (5.9) | 0.79 (0.39, 1.57) | 0.50 |
| 100–9999 | 180 (4.8) | 175 (4.9) | 5 (3.3) | 0.63 (0.25, 1.56) | 0.32 |
| 10000–99999 | 294 (7.9) | 279 (7.8) | 15 (9.8) | 1.18 (0.68, 2.06) | 0.56 |
| ≥100000 | 122 (3.3) | 120 (3.4) | 2 (1.3) | 0.37 (0.09, 1.50) | 0.16 |
| HIV viral load ≥50 (copies/mL), n (%) | 1,028 (27.7) | 989 (27.8) | 39 (25.5) | 0.89 (0.61, 1.29) | 0.54 |
| CD4 cell count (cells/mm3), median (IQR) | 582.0 (383.0, 790.0) | 587.0 (387.0, 794.0) | 488.0 (299.0, 705.0) | 0.999 (0.998, 1.00) | 0.001 |
| CD4 cell count (log10 cells/mm3), median (IQR) | 6.4 (5.9, 6.7) | 6.4 (6.0, 6.7) | 6.2 (5.7, 6.6) | 0.74 (0.61, 0.89) | 0.001 |
| CD4 cell count ≤200 (cells/mm3), n (%) | 288 (7.8) | 271 (7.6) | 17 (11.1) | 1.52 (0.90, 2.55) | 0.12 |
CKD, Chronic kidney disease (defined by eGFR <60 ml/min/1.73m2); difference across groups was compared using Chi-square test or Fisher’s exact tests for categorical variables and Kruskal Wallis test for continuous variables.
Characteristics associated with CKD, multiple logistic regression.
| Variable | Adjusted OR (95% CI) | p-value |
|---|---|---|
| Age (years) | 1.08 (1.06, 1.10) | <0.001 |
| Hypertension | 2.34 (1.62, 3.38) | <0.001 |
| History of kidney stone | 2.01 (0.95, 4.26) | 0.07 |
| Cerebrovascular disease | 1.71 (1.14, 2.57) | 0.01 |
| Potassium, most recent | 0.46 (0.30, 0.70) | <0.001 |
| Albumin | 1.05 (1.01, 1.10) | 0.02 |
| Total cholesterol (x10mg/dL) | 1.01 (1.00, 1.02) | 0.13 |
| Triglycerides (x10mg/dL) | 1.21 (0.79, 1.87) | 0.38 |
| CD4 cell count ≥ 200 (cells/mm3) | 1.25 (0.68, 2.31) | 0.48 |
| Multiclass Single-Tablet Regimens | 1.55 (1.08, 2.24) | 0.02 |
| Integrase inhibitors | 2.31 (1.53, 3.48) | <0.001 |
| Non NRTI | 1.08 (1.06, 1.10) | <0.001 |
Adjusted OR obtained from the multiple logistic regression model; C statistic = 0.84
Linear mixed model—Characteristics associated with the change in eGFR over the entire course of follow-up.
| Characteristics | Coefficient (95% CI) | p-value |
|---|---|---|
| Age ≥60 (years) | -12.32 (-17.84, -6.80) | <0.001 |
| Male gender | -0.58 (-3.59, 2.44) | 0.71 |
| White | -9.43 (-11.62, -7.23) | <0.001 |
| Years from HIV diagnosis | 0.41 (0.27, 0.54) | <0.001 |
| Hypertension | -10.06 (-12.84, -7.27) | <0.001 |
| History of kidney stone | -7.55 (-18.86, 3.75) | 0.19 |
| Smoker | 0.99 (-0.09, 2.06) | 0.07 |
| Cerebrovascular disease | -4.11 (-11.66, 3.43) | 0.29 |
| Autoimmune disease | -8.15 (-23.59, 7.29) | 0.30 |
| Platelets (x1000) | 0.02 (0.01, 0.04) | 0.003 |
| Potassium, most recent | -6.79 (-10.23, -3.36) | <0.001 |
| Total cholesterol (x10mg/dL) | -0.59 (-0.88, -0.29) | <0.001 |
| Triglycerides (x10mg/dL) | -0.13 (-0.26, -0.01) | 0.04 |
| HIV viral load (log10 copies/mL) | 1.54 (0.63, 2.46) | 0.001 |
| CD4 cell count (log10 cells/mL) | 2.23 (-0.97, 5.43) | 0.17 |
| Number of ART groups used | ||
| 0 | ||
| 1 | -4.99 (-9.09, -0.89) | 0.02 |
| 2 | -6.14 (-10.39, -1.88) | 0.01 |
| 3 | -4.38 (-8.94, 0.19) | 0.06 |
| ≥4 | -7.90 (-13.63, -2.17) | 0.01 |
Fig 2Correlation, eGFR and log10 HIV viral load.
Spearman’s correlation test with Bonferroni adjustment for multiple measurements.
Fig 3Correlation, eGFR and CD4 count.
Spearman’s correlation test with Bonferroni adjustment for multiple measurements.
HIV antiviral therapy in association with CKD.
| Variable | Total | eGFR ≥60 | eGFR <60 | Unadjusted OR | p-value | |
|---|---|---|---|---|---|---|
| (N = 3714) | ( | ( | (95 CI) | |||
| 0 | 113 (3.0) | 110 (3.1) | 3 (2.0) | (reference) | ||
| 1 | 1329 (35.8) | 1308 (36.7) | 21 (13.7) | 0.59 (0.17, 2.00) | 0.40 | |
| 2 | 1394 (37.5) | 1330 (37.3) | 64 (41.8) | 1.76 (0.55, 5.71) | 0.34 | |
| 3 | 703 (18.9) | 657 (18.4) | 46 (30.1) | 2.57 (0.78, 8.40) | 0.12 | |
| 4 & 5 | 175 (4.7) | 156 (4.4) | 19 (12.4) | 4.47 (1.29, 15.46) | 0.02 | |
| No | 2033 (54.7) | 1971 (55.3) | 62 (40.5) | (reference) | ||
| Yes | 1681 (45.3) | 1590 (44.7) | 91 (59.5) | 1.82 (1.31, 2.53) | <0.001 | |
| No | 2885 (77.7) | 2792 (78.4) | 93 (60.8) | (reference) | ||
| Yes | 829 (22.3) | 769 (21.6) | 60 (39.2) | 2.34 (1.68, 3.27) | <0.001 | |
| No | 3677 (99.0) | 3529 (99.1) | 148 (96.7) | (reference) | ||
| Yes | 37 (1.0) | 32 (0.9) | 5 (3.3) | 3.73 (1.43, 9.70) | 0.01 | |
| No | 3713 (100.0) | 3560 (100.0) | 153 (100.0) | |||
| Yes | 1 (<1) | 1 (<1) | 0 (0.0) | NA | ||
| No | 1918 (51.6) | 1810 (50.8) | 108 (70.6) | (reference) | ||
| Yes | 1796 (48.4) | 1751 (49.2) | 45 (29.4) | 0.43 (0.30, 0.61) | <0.001 | |
| No | 3368 (90.7) | 3256 (91.4) | 112 (73.2) | (reference) | ||
| Yes | 346 (9.3) | 305 (8.6) | 41 (26.8) | 3.91 (2.68, 5.69) | <0.001 | |
| No | 1463 (39.4) | 1433 (40.2) | 30 (19.6) | (reference) | ||
| Yes | 2251 (60.6) | 2128 (59.8) | 123 (80.4) | 2.76 (1.84, 4.14) | <0.001 | |
| No | 1322 (99.5) | 1301 (99.5) | 21 (100.0) | (reference) | ||
| Yes | 7 (0.5) | 7 (0.5) | 0 (0.0) | 6.54 (0, 45.73) | 1.00 | |
| No | 1327 (99.8) | 1306 (99.8) | 21 (100.0) | (reference) | ||
| Yes | 2 (0.2) | 2 (0.2) | 0 (0.0) | 25.97 (0, 338.36) | 1.00 | |
| No | 1329 (100.0) | 1308 (100.0) | 21 (100.0) | |||
| Yes | 0 (0) | 0 (0) | 0 (0) | NA | ||
| No | 1329 (100.0) | 1308 (100.0) | 21 (100.0) | |||
| Yes | 0 (0) | 0 (0) | 0 (0) | NA | ||
| No | 74 (5.6) | 73 (5.6) | 1 (4.8) | (reference) | ||
| Yes | 1255 (94.4) | 1235 (94.4) | 20 (95.2) | 1.18 (0.18, 49.66) | 1.00 | |
| No | 1328 (99.9) | 1307 (99.9) | 21 (100.0) | (reference) | ||
| Yes | 1 (0.1) | 1 (0.1) | 0 (0.0) | 62.29 (0, 2429) | 1.00 | |
| No | 1265 (95.2) | 1245 (95.2) | 20 (95.2) | (reference) | ||
| Yes | 64 (4.8) | 63 (4.8) | 1 (4.8) | 0.99 (0.02, 6.38) | 1.00 | |
Values are in n (%) unless otherwise noted.
*Difference across groups was compared using Chi-square test for categorical variables and Kruskal Wallis test for continuous variables. eGFR unit: ml/min/1.73m2; CKD, Chronic kidney disease.