| Literature DB >> 29720155 |
Huiting Ma1, Conrado Franco Villalobos2, Martin St-Jean2, Oghenowede Eyawo2, Miriam Ruth Lavergne3, Lianping Ti2, Mark W Hull4, Benita Yip2, Lang Wu5, Robert S Hogg2, Rolando Barrios2, Jean A Shoveller6, Julio S G Montaner4, Viviane D Lima7.
Abstract
BACKGROUND: The burden of HCV among those living with HIV remains a major public health challenge. We aimed to characterize trends in healthcare-related visits (HRV) of people living with HIV (PLW-HIV) and those living with HIV and HCV (PLW-HIV/HCV), in British Columbia (BC), and to identify risk factors associated with the highest HRV rates over time.Entities:
Keywords: Administrative data; HIV; Healthcare utilization; Hepatitis C virus; Risk factors
Mesh:
Year: 2018 PMID: 29720155 PMCID: PMC5932856 DOI: 10.1186/s12913-018-3119-5
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Study population characteristics by inclusion status
| Variables | Overall | Included | Excluded | |
|---|---|---|---|---|
| Sex, n(%) | ||||
| Female | 805 (19) | 735 (91) | 70 (9) | 0.0016 |
| Male | 3412 (81) | 3220 (94) | 192 (6) | |
| Status | ||||
| HIV mono-infected | 2333 (55) | 2333 (100) | 0 (0) | NA |
| HIV/HCV co-infected | 1622 (39) | 1622 (100) | 0 (0) | |
| Unknown | 262 (6) | 0 (0) | 262 (100) | |
| Age at ART initiation (years), n (%) | ||||
| < 30 | 516 (12) | 481 (93) | 35 (7) | 0.1724 |
| 30–39 | 1294 (31) | 1216 (94) | 78 (6) | |
| 40–49 | 1523 (36) | 1441 (95) | 82 (5) | |
| ≥ 50 | 884 (21) | 817 (92) | 67 (8) | |
| Risk, n(%) | ||||
| MSM | 1376 (33) | 1294 (94) | 82 (6) | < 0.0001 |
| PWID | 1335 (32) | 1298 (97) | 37 (3) | |
| MSM/ PWID | 314 (7) | 309 (98) | 5 (2) | |
| Other | 652 (15) | 581 (89) | 71 (11) | |
| Unknown | 540 (13) | 473 (88) | 67 (12) | |
| ART era, n(%) | ||||
| 2000–2003 | 859 (20) | 797 (93) | 62 (7) | 0.1037 |
| 2004–2007 | 1214 (29) | 1153 (95) | 61 (5) | |
| 2008–2011 | 1704 (40) | 1599 (94) | 105 (6) | |
| 2012–2013 | 440 (10) | 406 (92) | 34 (8) | |
| Baseline CD4 cell count (cells/mm3), n (%) | ||||
| < 50 | 498 (12) | 474 (95) | 24 (5) | 0.4136 |
| 50–199 | 1366 (32) | 1285 (94) | 81 (6) | |
| 200–349 | 1329 (32) | 1238 (93) | 91 (7) | |
| ≥ 350 | 1024 (24) | 958 (94) | 66 (6) | |
| ART Adherence (first six months), n (%) | ||||
| ≥ 95% | 3291 (78) | 3084 (94) | 207 (6) | 0.7563 |
| 80–94% | 218 (5) | 208 (95) | 10 (5) | |
| 40–79% | 474 (11) | 445 (94) | 29 (6) | |
| < 40% | 234 (6) | 218 (93) | 16 (7) | |
| Number of comorbidities at baseline, n(%) | ||||
| 0 | 1451 (34) | 1357 (94) | 94 (6) | 0.8122 |
| 1 | 1397 (33) | 1307 (94) | 90 (6) | |
| 2 | 768 (18) | 725 (94) | 43 (6) | |
| ≥3 | 601 (14) | 566 (94) | 35 (6) | |
| Initial ART regimen, n(%) | ||||
| NNRTI | 2033 (48) | 1895 (93) | 138 (7) | 0.1531 |
| bPI | 2184 (52) | 2060 (94) | 124 (6) | |
| Total healthcare-related visits, median (Q1-Q3) | 97 (48–187) | 99 (49–191) | 71 (31–125) | < 0.0001 |
| Baseline viral load (log10 copies/mL), median (Q1-Q3) | 4.90 (4.38–5.00) | 4.90 (4.38–5.00) | 4.85 (4.28–5.00) | 0.4339 |
| Follow-up time (years), median (Q1-Q3) | 4.99 (2.50–7.98) | 4.99 (2.81–8.00) | 3.50 (1.76–5.99) | < 0.0001 |
Q1-Q3: 25th - 75th percentiles; MSM: Gay, bisexual and other men who have sex with men; PWID: people who have ever injected drugs; ART: combination antiretroviral therapy; NNRTI: non-nucleoside reverse transcriptase inhibitor; bPI: ritonavir-boosted protease inhibitor; NA: not applicable. Note that Overall column shows column percent, while Included/Excluded columns show row percent
Study population characteristics by hepatitis C (HCV) co-infection status
| Variables | HIV mono-infected | HIV/HCV co-infected | |
|---|---|---|---|
| Sex, n(%) | |||
| Female | 269 (37) | 466 (63) | < 0.0001 |
| Male | 2064 (64) | 1156 (36) | |
| Age at ART initiation (years), n(%) | |||
| < 30 | 304 (63) | 177 (37) | < 0.0001 |
| 30–39 | 726 (60) | 490 (40) | |
| 40–49 | 780 (54%) | 661 (46%) | |
| ≥ 50 | 523 (64%) | 294 (36%) | |
| Risk, n(%) | |||
| MSM | 1144 (88) | 150 (12) | < 0.0001 |
| IDU | 122 (9) | 1176 (91) | |
| MSM/IDU | 122 (39) | 187 (61) | |
| Other | 514 (88) | 67 (12) | |
| Unknown | 431 (91) | 42 (9) | |
| ART era, n(%) | |||
| 2000–2003 | 403 (51) | 394 (49) | < 0.0001 |
| 2004–2007 | 628 (54) | 525 (46) | |
| 2008–2011 | 1001 (63) | 598 (37) | |
| 2012–2013 | 301 (74) | 105 (26) | |
| Baseline CD4 cell count (cells/mm3), n(%) | |||
| < 50 | 276 (58) | 198 (42) | < 0.0001 |
| 50–199 | 640 (50) | 645 (50) | |
| 200–349 | 746 (60) | 492 (40) | |
| ≥ 350 | 671 (70) | 287 (30) | |
| Last CD4 cell count (cells/mm3), n(%) | |||
| < 50 | 40 (33) | 81 (67) | < 0.0001 |
| 50–199 | 101 (31) | 228 (69) | |
| 200–349 | 232 (46) | 277 (54) | |
| ≥ 350 | 1732 (67) | 864 (33) | |
| Unknown | 228 (57) | 172 (43) | |
| ART Adherence (first six months), n(%) | |||
| ≥ 95% | 1987 (64) | 1097 (36) | < 0.0001 |
| 80–94% | 100 (48) | 108 (52) | |
| 40–79% | 182 (41) | 263 (59) | |
| < 40% | 64 (29) | 154 (71) | |
| ART Adherence (last six months), n(%) | |||
| ≥ 95% | 1821 (65) | 960 (35) | < 0.0001 |
| 80–94% | 122 (47) | 140 (53) | |
| 40–79% | 224 (45) | 277 (55) | |
| < 40% | 166 (40) | 245 (60) | |
| Number of comorbidities at baseline, n(%) | |||
| 0 | 1067 (79) | 290 (21) | < 0.0001 |
| 1 | 745 (57) | 562 (43) | |
| 2 | 331 (46) | 394 (54) | |
| ≥3 | 190 (34) | 376 (66) | |
| Number of comorbidities at the end of follow-up, n(%) | |||
| 0 | 961 (82) | 215 (18) | <0.0001 |
| 1 | 687 (62) | 421 (38) | |
| 2 | 333 (47) | 382 (53) | |
| ≥3 | 352 (37) | 604 (63) | |
| Initial ART regimen, n(%) | |||
| NNRTI | 1098 (58) | 797 (42) | 0.2109 |
| bPI | 1235 (60) | 825 (40) | |
| Total healthcare-related visits, median (Q1-Q3) | 83 (43–150) | 143 (68–278) | < 0.0001 |
| Baseline viral load (log10 copies/mL), median (Q1-Q3) | 4.92 (4.42–5.00) | 4.87 (4.35–5.00) | 0.0048 |
| Last viral load (log10 copies/mL), median (Q1-Q3) | 1.69 (1.69–1.69) | 1.69 (1.69–1.98) | < 0.0001 |
| Follow-up time (years), median (Q1-Q3) | 4.95 (2.50–7.91) | 5.30 (2.99–8.31) | 0.0038 |
Q1-Q3: 25th - 75th percentiles; MSM: Gay, bisexual and other men who have sex with men; PWID: people who have ever injected drugs; ART: combination antiretroviral therapy; NNRTI: non-nucleoside reverse transcriptase inhibitor; bPI: ritonavir-boosted protease inhibitor
Fig. 1Crude rate of healthcare-related visits (per person-year) for PLW-HIV and PLW-HIV/HCV, from 2000 to 2013. Panel a, corresponds to the overall healthcare-related visit rate. Panel b corresponds to the healthcare-related visit rate stratified by service type
Results from the multivariable confounder model
| Variables | Rate Ratio (95% Confidence Interval) | |
|---|---|---|
| Unadjusted Model | Adjusted Model | |
| Status | ||
| HIV mono-infected | 1 (−) | 1 (−) |
| HIV/HCV co-infected | 1.65 (1.57–1.73) | 1.18 (1.13–1.24) |
| Sex | ||
| Male | 1 (−) | 1 (−) |
| Female | 1.45 (1.36–1.54) | 1.19 (1.13–1.25) |
| Age at ART initiation (years) | ||
| < 30 | 1 (−) | 1 (−) |
| 30–39 | 1.08 (1.07–1.10) | Not selected |
| 40–49 | 1.23 (1.21–1.25) | |
| ≥ 50 | 1.47 (1.43–1.50) | |
| ART era | ||
| 2000–2003 | 1 (−) | 1 (−) |
| 2004–2007 | 0.84 (0.77–0.93) | Not selected |
| 2008–2011 | 0.82 (0.76–0.87) | |
| 2012–2013 | 0.94 (0.87–1.00) | |
| CD4 cell count (cells/mm3) (time-varying) | ||
| < 50 | 2.29 (2.25–2.32) | 2.27 (2.24–2.31) |
| 50–199 | 1.45 (1.44–1.47) | 1.44 (1.43–1.46) |
| 200–349 | 1.22 (1.21–1.23) | 1.22 (1.21–1.23) |
| ≥ 350 | 1 (−) | 1 (−) |
| Unknown | 1.00 (0.99–1.01) | 1.00 (0.98–1.01) |
| ART Adherence (time-varying) | ||
| ≥ 95% | 1 (−) | 1 (−) |
| 80–94% | 1.19 (1.17–1.20) | Not selected |
| 40–79% | 1.20 (1.19–1.22) | |
| < 40% | 1.12 (1.11–1.13) | |
| Number of comorbidities (time-varying) | ||
| 0 | 1 (−) | 1 (−) |
| 1 | 1.39 (1.32–1.47) | 1.30 (1.23–1.37) |
| 2 | 1.87 (1.76–1.99) | 1.64 (1.54–1.75) |
| ≥3 | 2.82 (2.67–2.99) | 2.34 (2.21–2.48) |
| Initial ART regimen | ||
| NNRTI | 1 (−) | 1 (−) |
| bPI | 1.12 (1.07–1.18) | Not selected |
| Viral load (log10 copies/mL) (time-varying) | 1.13 (1.13–1.13) | Not selected |
ART: combination antiretroviral therapy; NNRTI: non-nucleoside reverse transcriptase inhibitor; bPI: ritonavir-boosted protease inhibitor. Note that in the multivariable model we did not adjust for risk for HIV acquisition given its high collinearity with the main study exposure. Not selected means that the variable was not a confounder in the model