| Literature DB >> 25184314 |
David Charles Boettiger1, Stephen Kerr2, Rossana Ditangco3, Tuti Parwati Merati4, Thuy Thi Thanh Pham5, Romanee Chaiwarith6, Sasisopin Kiertiburanakul7, Chung Ki Patrick Li8, Nagalingeswaran Kumarasamy9, Saphonn Vonthanak10, Christopher Lee11, Nguyen Van Kinh12, Sanjay Pujari13, Wing Wai Wong14, Adeeba Kamarulzaman15, Fujie Zhang16, Evy Yunihastuti17, Jun Yong Choi18, Shinichi Oka19, Oon Tek Ng20, Pacharee Kantipong21, Mahiran Mustafa22, Winai Ratanasuwan23, Annette Sohn24, Matthew Law1.
Abstract
BACKGROUND: Antiretroviral therapy (ART) has evolved rapidly since its beginnings. This analysis describes trends in first-line ART use in Asia and their impact on treatment outcomes.Entities:
Mesh:
Substances:
Year: 2014 PMID: 25184314 PMCID: PMC4153611 DOI: 10.1371/journal.pone.0106525
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Baseline data (n = 4662).
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| Male | 3232 (69.3%) |
| Female | 1430 (30.7%) |
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| <30 | 1184 (25.4%) |
| 30–39 | 2054 (44.1%) |
| 40–49 | 989 (21.2%) |
| ≥50 | 435 (9.3%) |
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| Heterosexual | 2922 (62.7%) |
| Homosexual | 953 (20.4%) |
| IDU | 424 (9.1%) |
| Other | 363 (7.8%) |
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| Negative | 3305 (70.9%) |
| Positive | 367 (7.9%) |
| Missing | 990 (21.2%) |
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| Negative | 2870 (61.6%) |
| Positive | 552 (11.8%) |
| Missing | 1240 (26.6%) |
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| >350 | 256 (5.5%) |
| ≤350 | 3771 (80.9%) |
| Missing | 635 (13.6%) |
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| ≤100,000 | 1343 (28.8%) |
| >100,000 | 1192 (25.6%) |
| Missing | 2127 (45.6%) |
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| None known | 2909 (62.4%) |
| Yes | 1753 (37.6%) |
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| None known | 4356 (93.4%) |
| Yes | 306 (6.6%) |
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| d4T/NNRTI | 1663 (35.7%) |
| AZT/NNRTI | 1728 (37.1%) |
| TDF/NNRTI | 495 (10.6%) |
| PI-based | 568 (12.2%) |
| Other | 208 (4.5%) |
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| 2003–2006 | 1419 (30.4%) |
| 2007–2010 | 2690 (57.7%) |
| 2010–2013 | 553 (11.9%) |
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| Yes | 3050 (65.4%) |
| No | 1612 (34.6%) |
Exposure category Other includes those exposed to blood products and unknown exposures. A (d4T/AZT/TDF)/NNRTI regimen is d4T/AZT/TDF + another NRTI + NNRTI. A PI-based regimen is a dual NRTI + PI regimen. Other regimen refers to all other ART regimens. IQR = interquartile range; IDU = intravenous drug use; HBV = hepatitis B; HCV = hepatitis C; ART = antiretroviral therapy; PI = protease inhibitor; NNRTI = non-nucleoside reverse transcriptase inhibitor; d4T = stavudine; AZT = zidovudine; TDF = tenofovir.
Figure 1First-line ART use by year of initiation (n = 4662).
a) Drug classes. NRTIs not represented as there was a single patient that initiated a regimen without an NRTI; b) NRTI. Not represented are didanosine (2.9% of patients overall) and zalcitabine (0.02%); c) NNRTI. Not represented is rilpivirine (0.13%); d) PI. Not represented are indinavir (0.66%), nelfinavir (0.39%), tipranavir (0.39%), saquinavir (0.17%), fosamprenavir (0.17%) and full-dose ritonavir (0.11%). ART = antiretroviral therapy; NRTI = nucleoside reverse transcriptase inhibitor; NNRTI = non-NRTI; PI = protease inhibitor; 3TC/FTC = lamivudine/emtricitabine; d4T = stavudine; AZT = zidovudine; TDF = tenofovir; ABC = abacavir; EFV = efavirenz; NVP = nevirapine; LPV = lopinavir; ATV = atazanavir; DRV = darunavir.
Figure 2First-line regimen by period of initiation (n = 4662).
A (d4T/AZT/TDF)/NNRTI regimen comprises d4T/AZT/TDF + another NRTI + NNRTI. A PI-based regimen comprises dual NRTI + PI. Other regimen refers to all other ART. d4T = stavudine; AZT = zidovudine; TDF = tenofovir; NNRTI = non-nucleoside reverse transcriptase inhibitor; NRTI = nucleoside reverse transcriptase inhibitor; PI = protease inhibitor.
Figure 3Cumulative probabilities of first-line ART failure or modification (n = 4662).
Dashed lines in a) represent Kaplan-Meier curves. Solid lines in a) to h) represent competing risk regression estimates. Regimen was categorized as d4T/AZT/TDF + another NRTI + NNRTI, dual NRTI + PI, and other. Follow up is truncated at 3 years. ART = antiretroviral therapy; AE = adverse event; d4T = stavudine; AZT = zidovudine; TDF = tenofovir; NRTI = nucleoside reverse transcriptase inhibitor; NNRTI = non-nucleoside reverse transcriptase inhibitor; PI = protease inhibitor.
Competing risk models of treatment failure and treatment modification due to adverse event (n = 4662).
| Treatment failure | Modification due to adverse event | |||||||||||
| Co-variables | Univariate HR (95%CI) | p | p overall | Multivariate¥HR (95%CI) | p | p overall | UnivariateHR (95%CI) | p | p overall | Multivariate¥HR (95%CI) | p | p overall |
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| 2003–2006 | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| 2007–2010 | 0.63 (0.50–0.79) | <0.001 | 0.67 (0.53–0.84) |
| 0.64 (0.54–0.75) | <0.001 | 0.80 (0.68–0.95) |
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| 2011–2013 | 0.45 (0.30–0.70) | <0.001 | <0.001† | 0.50 (0.32–0.77) |
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| 0.30 (0.19–0.47) | <0.001 | <0.001† | 0.52 (0.33–0.81) |
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| d4T/NNRTI | 1.64 (1.08–2.48) | 0.019 | 1.25 (0.82–1.91) | 0.300 | 13.27 (7.38–23.85) | <0.001 | 11.36 (6.28–20.54) |
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| AZT/NNRTI | 1.41 (0.94–2.10) | 0.096 | 1.21 (0.80–1.83) | 0.357 | 3.03 (1.66–5.51) | <0.001 | 2.64 (1.44–4.83) |
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| TDF/NNRTI | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| PI-based | 1.33 (0.76–2.33) | 0.313 | 1.16 (0.67–2.03) | 0.593 | 3.86 (2.01–7.43) | <0.001 | 3.56 (1.86–6.84) |
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| Other | 1.69 (0.94–3.04) | 0.080 | 0.149‡ | 1.58 (0.88–2.83) | 0.127 | 0.549‡ | 1.61 (0.74–3.51) | 0.234 | <0.001‡ | 1.62 (0.74–3.52) | 0.225 |
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| <30 | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| 30–39 | 1.23 (0.97–1.57) | 0.087 | 1.19 (0.93–1.52) | 0.167 | 1.16 (0.96–1.40) | 0.123 | 1.12 (0.92–1.36) | 0.252 | ||||
| 40–49 | 1.22 (0.91–1.62) | 0.180 | 1.21 (0.91–1.63) | 0.194 | 1.46 (1.19–1.80) | <0.001 | 1.56 (1.26–1.92) |
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| ≥50 | 1.68 (1.20–2.35) | 0.002 | 0.008† | 1.70 (1.22–2.37) |
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| 1.49 (1.14–1.94) | 0.003 | <0.001† | 1.56 (1.19–2.04) |
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| Negative | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| Positive | 1.48 (1.08–2.02) | 0.014 | 1.43 (1.04–1.96) |
| 1.25 (1.00–1.56) | 0.049 | 1.33 (1.06–1.66) |
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| None known | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| Yes | 1.41 (1.16–1.72) | 0.001 | 1.32 (1.08–1.61) |
| 1.06 (0.92–1.23) | 0.419 | 0.88 (0.76–1.02) | 0.099 | ||||
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| Male | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| Female | 0.77 (0.61–0.97) | 0.024 | 0.84 (0.67–1.06) | 0.144 | 1.23 (1.07–1.43) | 0.005 | 1.29 (1.11–1.50) |
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| Heterosexual | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| Homosexual | 0.67 (0.49–0.92) | 0.012 | 0.81 (0.59–1.12) | 0.201 | 0.66 (0.51–0.85) | 0.001 | 1.00 (0.75–1.33) | 0.999 | ||||
| IDU | 1.16 (0.82–1.65) | 0.404 | 0.90 (0.59–1.36) | 0.604 | 1.37 (1.02–1.85) | 0.039 | 1.34 (0.95–1.90) | 0.099 | ||||
| Other | 0.84 (0.56–1.26) | 0.406 | 0.059‡ | 0.85 (0.56–1.28) | 0.437 | 0.578‡ | 0.87 (0.62–1.22) | 0.420 | 0.001‡ | 0.96 (0.67–1.38) | 0.841 | 0.413‡ |
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| None known | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| Yes | 1.30 (0.94–1.79) | 0.113 | 1.22 (0.88–1.69) | 0.240 | 1.16 (0.88–1.54) | 0.282 | 1.12 (0.85–1.49) | 0.410 | ||||
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| >350 | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| ≤350 | 0.89 (0.60–1.31) | 0.551 | 0.81 (0.54–1.20) | 0.286 | 1.11 (0.77–1.62) | 0.58 | 0.91 (0.62–1.33) | 0.618 | ||||
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| ≥95% | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
| <95% | 1.50 (0.83–2.72) | 0.178 | 1.56 (0.86–2.82) | 0.146 | 0.92 (0.56–1.53) | 0.753 | 0.92 (0.56–1.53) | 0.750 | ||||
| Unknown | 4.76 (3.82–5.92) | <0.001 | 5.77 (4.49–7.42) | <0.001 | 2.86 (2.45–3.35) | <0.001 | 2.25 (1.87–2.71) | <0.001 | ||||
All models were adjusted for study site. Baseline CD4 cell count and adherence were not significant in univariate analysis for either outcome but are presented out of interest, as is the missing adherence category. Exposure category Other includes those exposed to blood products and unknown exposures. A (d4T/AZT/TDF)/NNRTI regimen comprises d4T/AZT/TDF + another NRTI + NNRTI. A PI-based regimen comprises dual NRTI + PI. Other regimen refers to all other ART. ¤Included in final treatment failure model; ◊Included in final modification due to adverse event model; ¥Adjusted for co-variables included in the final model; *Time updated; †p overall for linear trend; ‡p overall for heterogeneity; HR = hazard ratio; ART = antiretroviral therapy; IDU = intravenous drug use; HCV = hepatitis C virus; PI = protease inhibitor; NNRTI = non-nucleoside reverse transcriptase inhibitor; d4T = stavudine; AZT = zidovudine; TDF = tenofovir.