| Literature DB >> 22461979 |
Jialun Zhou1, Junko Tanuma, Romanee Chaiwarith, Christopher K C Lee, Matthew G Law, Nagalingeswaran Kumarasamy, Praphan Phanuphak, Yi-Ming A Chen, Sasisopin Kiertiburanakul, Fujie Zhang, Saphonn Vonthanak, Rossana Ditangco, Sanjay Pujari, Jun Yong Choi, Tuti Parwati Merati, Evy Yunihastuti, Patrick C K Li, Adeeba Kamarulzaman, Van Kinh Nguyen, Thi Thanh Thuy Pham, Poh Lian Lim.
Abstract
This study examined characteristics of HIV-infected patients in the TREAT Asia HIV Observational Database who were lost to follow-up (LTFU) from treatment and care. Time from last clinic visit to 31 March 2009 was analysed to determine the interval that best classified LTFU. Patients defined as LTFU were then categorised into permanently LTFU (never returned) and temporary LTFU (re-entered later), and these groups compared. A total of 3626 patients were included (71% male). No clinic visits for 180 days was the best-performing LTFU definition (sensitivity 90.6%, specificity 92.3%). During 7697 person-years of follow-up, 1648 episodes of LFTU were recorded (21.4 per 100-person-years). Patients LFTU were younger (P = 0.002), had HIV viral load ≥500 copies/mL or missing (P = 0.021), had shorter history of HIV infection (P = 0.048), and received no, single- or double-antiretroviral therapy, or a triple-drug regimen containing a protease inhibitor (P < 0.001). 48% of patients LTFU never returned. These patients were more likely to have low or missing haemoglobin (P < 0.001), missing recent HIV viral load (P < 0.001), negative hepatitis C test (P = 0.025), and previous temporary LTFU episodes (P < 0.001). Our analyses suggest that patients not seen at a clinic for 180 days are at high risk of permanent LTFU, and should be aggressively traced.Entities:
Year: 2012 PMID: 22461979 PMCID: PMC3296146 DOI: 10.1155/2012/375217
Source DB: PubMed Journal: AIDS Res Treat ISSN: 2090-1240
Receiver operating characteristic (ROC) analysis for the best-performing definition for loss to followup.
| Cutoff (days) | Sensitivity (%) | Specificity (%) | Area under ROC | Cutoff (days) | Sensitivity (%) | Specificity (%) | Area under ROC |
|---|---|---|---|---|---|---|---|
| 10 | 99.67 | 16.97 | 58.32 | 160 | 90.96 | 90.77 | 90.87 |
| 20 | 99.02 | 24.32 | 61.67 | 170 | 90.64 | 91.44 | 91.04 |
| 30 | 98.05 | 31.31 | 64.68 | 175 | 90.64 | 92.05 | 91.34 |
| 40 | 96.82 | 39.90 | 68.36 |
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| 50 | 96.34 | 49.52 | 72.93 | 185 | 90.23 | 92.53 | 91.38 |
| 60 | 95.77 | 57.20 | 76.48 | 190 | 89.33 | 93.01 | 91.17 |
| 70 | 95.28 | 65.52 | 80.40 | 200 | 88.52 | 93.44 | 90.98 |
| 80 | 95.11 | 71.26 | 83.19 | 210 | 87.79 | 94.13 | 90.96 |
| 90 | 94.71 | 77.62 | 86.16 | 240 | 85.26 | 95.25 | 90.26 |
| 100 | 94.22 | 80.91 | 87.57 | 270 | 83.55 | 96.43 | 89.99 |
| 120 | 93.24 | 86.18 | 89.71 | 300 | 82.00 | 97.04 | 89.52 |
| 150 | 91.53 | 90.17 | 90.85 | 365 | 78.99 | 97.73 | 88.36 |
True LTFU defined as no patient followup in the 12 month prior to 31 March 2010. Each cutoff used as a potential definition of LTFU was the days between last clinical visit and 31 March 2009 in the March 2009 data transfer. The sensitivity and specificity of each cutoff in identifying true LTFU were calculated, and the optimal cutoff identified based on ROC analysis.
Patient characteristics.
| Total | 3626 | |
|---|---|---|
| Characteristics | Number | % |
| Sex | ||
| Male | 2567 | 71 |
| Female | 1059 | 29 |
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| Current age (years) | ||
| ≤35 | 1383 | 38 |
| 36–45 | 1449 | 40 |
| 46+ | 794 | 22 |
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| Reported exposure | ||
| Heterosexual contact | 2337 | 64 |
| Homosexual contact | 749 | 21 |
| Injecting drug use | 263 | 7 |
| Other/unknown | 277 | 8 |
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| Ethnicity | ||
| Chinese | 989 | 27 |
| Indian | 390 | 11 |
| Thai | 933 | 26 |
| Other/unknown | 1314 | 36 |
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| Baseline CD4 count (cells/ | ||
| ≤100 | 239 | 7 |
| 101–200 | 406 | 11 |
| 201+ | 2531 | 70 |
| Missing | 450 | 12 |
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| Baseline HIV RNA (copies/ml) | ||
| ≤500 | 1482 | 41 |
| 501+ | 379 | 10 |
| Missing | 1765 | 49 |
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| CDC disease stage at baseline | ||
| Stage A | 1621 | 45 |
| Stage B | 321 | 9 |
| Stage C | 1684 | 46 |
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| Tuberculosis diagnosis at baseline | ||
| No | 2758 | 76 |
| Yes | 868 | 24 |
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| Time since HIV infection (years) | ||
| ≤5 | 2295 | 63 |
| 6+ | 1246 | 34 |
| Missing | 85 | 2 |
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| Hepatitis B infection | ||
| No | 2297 | 63 |
| Yes | 257 | 7 |
| Not tested | 1072 | 30 |
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| Hepatitis C infection | ||
| No | 2007 | 55 |
| Yes | 324 | 9 |
| Not tested | 1295 | 36 |
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| Anemia at baseline | ||
| No | 2480 | 68 |
| Yes | 597 | 16 |
| Haemoglobin not tested | 567 | 16 |
| Antiretroviral treatment at baseline | ||
| 3 + (NRTI + NNRTI) | 2224 | 61 |
| 3 + (NRTI + PI) | 744 | 21 |
| No/mono/double drug | 583 | 16 |
| 3 + (other combination) | 75 | 2 |
Anemia: haemoglobin <13 g/dl (male), <11 g/dl (female); NRTI: nucleoside reverse transcriptase inhibitor; NNRTI: nonnucleoside reverse transcriptase inhibitor; PI: protease inhibitor.
Factors associated with permanent or temporary LTFU, defined as no clinic visit for 180 days, among all patients under followup.
| Person- years | Number LTFU | Crude Rate1 | Adjusted | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 95% CI | IRR2 | 95% CI |
| IRR2 | 95% CI |
| ||||
| Sex | ||||||||||
| Male | 5468.1 | 1206 | 22.06 | (20.85, 23.34) | 1.00 | 1.00 | ||||
| Female | 2229.2 | 442 | 19.83 | (18.06, 21.77) | 1.10 | (0.98, 1.24) | 0.090 | 1.04 | (0.93, 1.17) | 0.446 |
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| Current age (years) | ||||||||||
| ≤35 | 2210.4 | 575 | 26.01 | (23.97, 28.23) | 1.00 | 1.00 | 0.0023 | |||
| 36 | 3320.2 | 718 | 21.62 | (20.10, 23.27) | 0.82 | (0.74, 0.92) | 0.001 | 0.89 | (0.79, 1.00) | 0.050 |
| 46+ | 2166.6 | 355 | 16.39 | (14.77, 18.18) | 0.69 | (0.60, 0.79) | <0.001 | 0.76 | (0.66, 0.88) | <0.001 |
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| Reported exposure | ||||||||||
| Heterosexual contact | 5144.5 | 985 | 19.15 | (17.99, 20.38) | 1.00 | 1.00 | ||||
| Homosexual contact | 1707.2 | 344 | 20.15 | (18.13, 22.40) | 1.10 | (0.93, 1.29) | 0.275 | 1.05 | (0.89, 1.25) | 0.540 |
| Injecting drug use | 344.3 | 125 | 36.31 | (30.47, 43.27) | 1.21 | (0.97, 1.51) | 0.098 | 1.10 | (0.86, 1.40) | 0.437 |
| Other/unknown | 501.3 | 194 | 38.70 | (33.62,44.55) | 1.64 | (1.37, 1.98) | <0.001 | 1.56 | (1.29, 1.88) | <0.001 |
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Current CD4 count (cells/ | ||||||||||
| ≤100 | 233.7 | 69 | 29.52 | (23.32, 37.38) | 1.00 | 1.00 | ||||
| 101–200 | 635.7 | 136 | 21.40 | (18.09, 25.31) | 0.92 | (0.68, 1.22) | 0.551 | 0.96 | (0.72, 1.29) | 0.800 |
| 201+ | 6327.6 | 1181 | 18.66 | (17.63, 19.76) | 0.75 | (0.58, 0.96) | 0.023 | 0.79 | (0.61, 1.02) | 0.071 |
| Missing | 500.3 | 262 | 52.37 | (46.40, 59.11) | 1.18 | (0.90, 1.55) | 0.235 | 0.99 | (0.74, 1.31) | 0.922 |
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| Current HIV RNA (copies/ml) | ||||||||||
| ≤500 | 4213.7 | 679 | 16.11 | (14.95, 17.37) | 1.00 | 1.00 | 0.0213 | |||
| 501+ | 537.1 | 158 | 29.42 | (25.17, 34.38) | 1.71 | (1.43, 2.04) | <0.001 | 1.24 | (1.03, 1.51) | 0.026 |
| Missing | 2946.4 | 811 | 27.52 | (25.69, 29.49) | 1.75 | (1.55, 1.98) | <0.001 | 1.64 | (1.45, 1.86) | <0.001 |
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| CDC disease stage | ||||||||||
| Stage A | 3205.1 | 828 | 25.83 | (24.13, 27.65) | 1.00 | 1.00 | ||||
| Stage B | 801.6 | 118 | 14.72 | (12.29, 17.63) | 0.93 | (0.76, 1.14) | 0.507 | 0.95 | (0.77, 1.17) | 0.623 |
| Stage C | 3690.5 | 702 | 19.02 | (17.67, 20.48) | 0.84 | (0.75, 0.93) | 0.001 | 0.92 | (0.82, 1.02) | 0.125 |
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| Tuberculosis diagnosis | ||||||||||
| Yes | 1806.7 | 372 | 20.59 | (18.60, 22.79) | 1.00 | 1.00 | ||||
| No | 5890.6 | 1276 | 21.66 | (20.51, 22.88) | 1.04 | (0.92, 1.18) | 0.537 | 0.98 | (0.87, 1.12) | 0.801 |
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| Time since HIV infection (years) | ||||||||||
| ≤5 | 3477.2 | 785 | 22.58 | (21.05, 24.21) | 1.00 | 1.00 | 0.0053 | |||
| 6+ | 4115.7 | 844 | 20.51 | (19.17, 21.94) | 0.84 | (0.75, 0.94) | 0.002 | 0.89 | (0.79, 1.00) | 0.048 |
| Missing | 104.3 | 19 | 18.21 | (11.61, 28.55) | 0.58 | (0.36, 0.94) | 0.027 | 0.49 | (0.30, 0.79) | 0.004 |
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| Hepatitis B infection | ||||||||||
| Yes | 584.5 | 112 | 19.16 | (15.92, 23.06) | 1.00 | 1.00 | ||||
| No | 5101.9 | 883 | 17.31 | (16.20, 18.49) | 0.93 | (0.76, 1.13) | 0.474 | 0.90 | (0.74, 1.10) | 0.319 |
| N/A | 2010.8 | 653 | 32.48 | (30.08, 35.06) | 0.98 | (0.80, 1.21) | 0.859 | 1.07 | (0.85, 1.35) | 0.548 |
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| Hepatitis C infection | ||||||||||
| Yes | 541.4 | 149 | 27.52 | (23.44, 32.31) | 1.00 | 1.00 | 0.0303 | |||
| No | 4692.8 | 796 | 16.96 | (15.82, 18.18) | 0.81 | (0.67, 0.98) | 0.029 | 0.81 | (0.67, 0.98) | 0.034 |
| N/A | 2463.0 | 703 | 28.54 | (26.51, 30.73) | 0.75 | (0.62, 0.91) | 0.004 | 0.77 | (0.63, 0.93) | 0.008 |
| Current anemia (male < 13 g/dl, female < 11 g/dl) | ||||||||||
| Yes | 1021.1 | 155 | 15.18 | (12.97, 17.77) | 1.00 | 1.00 | ||||
| No | 5771.6 | 1157 | 20.05 | (18.92, 21.24) | 1.09 | (0.92, 1.30) | 0.302 | 1.11 | (0.94, 1.32) | 0.227 |
| N/A | 904.5 | 336 | 37.15 | (33.38, 41.34) | 1.31 | (1.07, 1.59) | 0.008 | 1.09 | (0.89, 1.34) | 0.382 |
| Current ART4 | ||||||||||
| 3 + (NRTNRTI) | 4830.8 | 942 | 19.50 | (18.29, 20.79) | 1.00 | 1.00 | 0.0013 | |||
| 3 + (NRTI + PI) | 1898.3 | 377 | 19.86 | (17.95, 21.97) | 1.21 | (1.06, 1.38) | 0.005 | 1.22 | (1.07, 1.39) | 0.003 |
| No/mono/double ARV | 762.7 | 300 | 39.33 | (35.12, 44.05) | 2.18 | (1.90,2.50) | <0.001 | 1.92 | (1.66, 2.22) | <0.001 |
| 3 + (other combination) | 205.4 | 29 | 14.12 | (9.81, 20.32) | 0.95 | (0.65, 1.38) | 0.786 | 1.01 | (0.69, 1.47) | 0.975 |
(1) Crude rate, per 100 person-years.
(2) Stratified by TAHOD sites.
(3) Overall for test for trend (ordinal categorical covariates) or for homogeneity (nominal categorical covariates).
(4) ART: NRTI: nucleoside reverse transcriptase inhibitor; NNRTI: nonnucleoside reverse transcriptase inhibitor; PI: protease inhibitor.
Factors that predict permanent LTFU in patients without a clinic visit for 180 days.
| Number | True loss | % | OR1 | 95% CI |
| Adjusted OR1 | 95% CI |
| |
|---|---|---|---|---|---|---|---|---|---|
| Sex | |||||||||
| Male | 1206 | 584 | 48.4 | 1.00 | 1.00 | ||||
| Female | 442 | 209 | 47.3 | 0.89 | (0.69, 1.15) | 0.359 | 0.80 | (0.61, 1.05) | 0.104 |
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| Current age (years) | |||||||||
| ≤35 | 568 | 278 | 48.9 | 1.00 | 1.00 | 0.0972 | |||
| 36 | 717 | 340 | 47.4 | 1.33 | (1.03, 1.71) | 0.031 | 1.31 | (1.00, 1.72) | 0.050 |
| 46+ | 363 | 175 | 48.2 | 1.27 | (0.94, 1.72) | 0.118 | 1.28 | (0.93, 1.77) | 0.128 |
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| Reported exposure | |||||||||
| Heterosexual contact | 985 | 443 | 45.0 | 1.00 | 1.00 | ||||
| Homosexual contact | 344 | 199 | 57.8 | 1.12 | (0.78, 1.60) | 0.532 | 1.24 | (0.85,1.81) | 0.262 |
| Injecting drug use | 125 | 55 | 44.0 | 1.01 | (0.59, 1.73) | 0.969 | 1.32 | (0.72, 2.41) | 0.364 |
| Other/unknown | 194 | 96 | 49.5 | 1.07 | (0.69, 1.64) | 0.773 | 1.22 | (0.78, 1.93) | 0.382 |
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| Current CD4 count (cells/ | |||||||||
| ≤100 | 58 | 36 | 62.1 | 1.00 | 1.00 | ||||
| 101–200 | 129 | 66 | 51.2 | 0.76 | (0.36, 1.60) | 0.471 | 0.99 | (0.47, 2.13) | 0.989 |
| 201+ | 1068 | 465 | 43.5 | 0.62 | (0.33, 1.18) | 0.144 | 0.82 | (0.42, 1.59) | 0.551 |
| Missing | 393 | 226 | 57.5 | 1.50 | (0.77, 2.93) | 0.238 | 1.18 | (0.58, 2.42) | 0.649 |
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| Current HIV RNA (copies/mL) | |||||||||
| ≤500 | 598 | 230 | 38.5 | 1.00 | 1.00 | 0.0112 | |||
| 501+ | 153 | 78 | 51.0 | 1.02 | (0.68, 1.52) | 0.924 | 0.94 | (0.62, 1.42) | 0.767 |
| Missing | 897 | 485 | 54.1 | 2.13 | (1.63, 2.80) | <0.001 | 1.54 | (1.13, 2.09) | 0.006 |
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| CDC disease stage | |||||||||
| Stage A | 828 | 413 | 49.9 | 1.00 | 1.00 | ||||
| Stage B | 121 | 54 | 44.6 | 0.77 | (0.48, 1.22) | 0.258 | 0.70 | (0.43, 1.14) | 0.154 |
| Stage C | 699 | 326 | 46.6 | 1.00 | (0.78, 1.27) | 0.975 | 1.05 | (0.81, 1.36) | 0.702 |
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| Tuberculosis diagnosis | |||||||||
| Yes | 361 | 186 | 51.5 | 1.00 | 1.00 | ||||
| No | 1287 | 607 | 47.2 | 0.87 | (0.66, 1.16) | 0.342 | 0.85 | (0.63, 1.15) | 0.297 |
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| Time since HIV infection (years) | |||||||||
| ≤5 | 771 | 400 | 51.9 | 1.00 | 1.00 | ||||
| 6+ | 858 | 389 | 45.3 | 1.25 | (0.98, 1.60) | 0.076 | 1.03 | (0.79, 1.34) | 0.835 |
| Missing | 19 | 4 | 21.1 | 0.37 | (0.12, 1.17) | 0.091 | 0.43 | (0.13, 1.43) | 0.170 |
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| Hepatitis B infection | |||||||||
| Yes | 112 | 47 | 42.0 | 1.00 | 1.00 | ||||
| No | 883 | 431 | 48.8 | 1.30 | (0.84, 2.03) | 0.243 | 1.35 | (0.84, 2.16) | 0.222 |
| N/A | 653 | 315 | 48.2 | 1.31 | (0.82, 2.09) | 0.253 | 1.03 | (0.60,1.76) | 0.908 |
| Hepatitis C infection | |||||||||
| Yes | 149 | 66 | 44.3 | 1.00 | 1.00 | 0.0042 | |||
| No | 796 | 376 | 47.2 | 1.57 | (1.01, 2.45) | 0.046 | 1.66 | (1.04, 2.66) | 0.034 |
| N/A | 703 | 351 | 49.9 | 1.96 | (1.26, 3.05) | 0.003 | 2.16 | (1.35, 3.46) | 0.001 |
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| Current anemia (male < 13 g/dL, female < 11 g/dL) | |||||||||
| Yes | 141 | 87 | 61.7 | 1.00 | 1.00 | <0.0012 | |||
| No | 1065 | 456 | 42.8 | 0.53 | (0.35, 0.81) | 0.003 | 0.50 | (0.32, 0.76) | 0.001 |
| N/A | 442 | 250 | 56.6 | 1.15 | (0.73, 1.81) | 0.549 | 0.78 | (0.49, 1.26) | 0.310 |
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| Current ART** | |||||||||
| 3 + (NRTI + NNRTI) | 911 | 404 | 44.3 | 1.00 | 1.00 | ||||
| 3 + (NRTI + PI) | 356 | 167 | 46.9 | 0.76 | (0.57, 1.02) | 0.072 | 0.74 | (0.54,1.01) | 0.057 |
| No/mono/double ARV | 352 | 209 | 59.4 | 0.93 | (0.69, 1.26) | 0.644 | 0.78 | (0.57, 1.08) | 0.137 |
| 3 + (other combination) | 29 | 13 | 44.8 | 0.89 | (0.40, 1.98) | 0.770 | 0.85 | (0.38, 1.94) | 0.707 |
| Previous episode of temporary LTFU | |||||||||
| None | 1298 | 589 | 45.4 | 1.00 | 1.00 | <0.0012 | |||
| Once | 296 | 158 | 53.4 | 2.79 | (2.05, 3.80) | <0.001 | 2.71 | (1.97, 3.72) | <0.001 |
| Twice | 54 | 46 | 85.2 | 31.76 | (13.91, 72.52) | <0.001 | 27.75 | (12.03, 64.01) | <0.001 |
(1) Stratified by TAHOD sites.
(2) Overall for test for trend (ordinal categorical covariates) or for homogeneity (nominal categorical covariates).
(3) ART: NRTI: nucleoside reverse transcriptase inhibitor; NNRTI: nonnucleoside reverse transcriptase inhibitor; PI: protease inhibitor.