| Literature DB >> 22973114 |
Giuliano Rizzardini1, Umberto Restelli, Paolo Bonfanti, Emanuele Porazzi, Elena Ricci, Emanuela Foglia, Laura Carenzi, Davide Croce.
Abstract
BACKGROUND: In recent years, the increased efficacy and effectiveness of antiretroviral treatment has led to longer survival of patients infected with human immunodeficiency virus (HIV), but has also raised the question of what happens to consumption of resources. Early highly active antiretroviral treatment (HAART), management of hepatitis C virus (HCV) coinfection, and expensive newly marketed drugs may affect the economic sustainability of treatment from the point of view of the National Healthcare Services. The present study aimed to provide information on the economic burden of HIV-positive patients resident in the Lombardy region using a three-year time horizon.Entities:
Keywords: health care costs; human immunodeficiency virus infection; retrospective study; risk factors
Year: 2012 PMID: 22973114 PMCID: PMC3439221 DOI: 10.2147/CEOR.S35194
Source DB: PubMed Journal: Clinicoecon Outcomes Res ISSN: 1178-6981
Baseline demographic and clinical characteristics (n = 483)
| Total | ||
|---|---|---|
|
| ||
| n or mean | % or SD | |
| Age at study entry (years) | 44.1 | 9.1 |
| Gender | ||
| M | 355 | 73.5% |
| F | 128 | 26.5% |
| Risk factor for HIV acquisition | ||
| Homosexual | 125 | 25.9% |
| Heterosexual | 194 | 40.2% |
| IVDU | 141 | 29.2% |
| Other | 23 | 4.8% |
| HCV coinfection | ||
| Positive | 162 | 33.5% |
| Negative | 321 | 66.5% |
| CD4+ cell count (cells/mm3) | ||
| 2007 | 462 | 242 |
| 2008 | 513 | 267 |
| 2009 | 547 | 262 |
| CD4+ cell count < 200 cell/mm3 | ||
| 2007 | 62 | 12.8% |
| 2008 | 35 | 7.3% |
| 2009 | 29 | 6.0% |
| Undetectable viral load | ||
| 2007 | 289 | 68.0% |
| 2008 | 313 | 69.7% |
| 2009 | 377 | 81.6% |
| Viral load (log copies/mm3) | ||
| 2007 | 3.55 | 1.25 |
| 2008 | 2.54 | 1.16 |
| 2009 | 2.89 | 1.02 |
| Admitted patients | ||
| 2007 | 84 | 17.4% |
| 2008 | 96 | 19.9% |
| 2009 | 103 | 21.3% |
| ART initiation | ||
| 1988–1996 | 108 | 22.4% |
| 1997–2003 | 231 | 47.8% |
| 2004–2008 | 128 | 26.5% |
| Naïve in 2009 | 16 | 3.3% |
| HAART regimen in 2009 | ||
| Naïve | 16 | 3.3% |
| NRTI alone | 58 | 12.0% |
| NRTI + NNRTI | 127 | 26.7% |
| NRTI + PI | 220 | 45.6% |
| PI + NNRTI | 13 | 2.7% |
| NRTI-sparing | 20 | 4.1% |
| NRTI + raltegravir | 15 | 3.2% |
| Structured treatment interruption | 14 | 3.0% |
| DRV or RAL or MRV or ETV in 2009 | 54 | 11.2% |
Notes:
Blood transfusion, vertical transmission, unknown;
only patients on treatment.
Abbreviations: ART, antiretroviral therapy; HAART, highly active antiretroviral therapy; IVDU, intravenous drug use; NRTI, nuclease reverse transcriptase inhibitor; PI, protease inhibitor; NNRTI, non-nuclease reverse transcriptase inhibitor; RAL, raltegravir; DRV, darunavir; ETV, etravirine; MRV, maraviroc; HCV, hepatitis C virus; HIV, human immunodeficiency virus; SD, standard deviation.
Total mean cost per year (and 95% confidence limits) of the cost categories from 2007 to 2009, discounted at the 2009 level
| Year | Variable | Total sample (n = 483) | Experienced (n = 449) | HCV negative (n = 321) | HCV negative, experienced (n = 291) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| Mean Cost (€) | Lower 95% CL | Upper 95% CL | Mean Cost (€) | Lower 95% CL | Upper 95% CL | Mean Cost (€) | Lower 95% CL | Upper 95% CL | Mean Cost (€) | Lower 95% CL | Upper 95% CL | ||
| 2007 | HAART | 6563.48 | 6157.53 | 6969.43 | 7060.49 | 6659.80 | 7461.18 | 6459.22 | 5954.27 | 6964.17 | 7125.11 | 6627.9 | 7622.33 |
| Outpatient visits | 1560.58 | 1498.97 | 1622.19 | 1577.80 | 1513.17 | 1642.43 | 1518.08 | 1447.43 | 1588.72 | 1543.5 | 1467.89 | 1619.1 | |
| Hospital admission | 867.43 | 593.05 | 1141.81 | 908.36 | 614.79 | 1201.93 | 826.55 | 534.59 | 1118.51 | 891.07 | 570.97 | 1211.17 | |
| Non-HAART drugs | 431.13 | 280.44 | 581.82 | 453.16 | 291.33 | 615.00 | 254.77 | 181.24 | 328.3 | 267.04 | 186.58 | 347.51 | |
| Total | 9422.61 | 8869.03 | 9976.20 | 9999.82 | 9440.27 | 10,559.37 | 9058.61 | 8430.66 | 9686.56 | 9826.73 | 9198.2 | 10,455.25 | |
| 2008 | HAART | 6971.76 | 6593.63 | 7349.88 | 7329.78 | 6952.34 | 7707.22 | 6819.97 | 6363.05 | 7276.88 | 7297.58 | 6841.48 | 7753.68 |
| Outpatient visits | 1465.07 | 1397.84 | 1532.30 | 1458.48 | 1388.35 | 1528.61 | 1368.15 | 1294.38 | 1441.92 | 1356.48 | 1278.58 | 1434.37 | |
| Hospital admission | 992.02 | 671.74 | 1312.30 | 1033.91 | 691.47 | 1376.36 | 813.73 | 448.19 | 1179.26 | 846.35 | 446.86 | 1245.83 | |
| Non-HAART drugs | 505.33 | 373.81 | 636.85 | 513.79 | 376.34 | 651.24 | 238.96 | 179.51 | 298.41 | 246.86 | 182.14 | 311.59 | |
| Total | 9934.18 | 9384.93 | 10,483.43 | 10,335.96 | 9771.11 | 10,900.81 | 9240.81 | 8616.86 | 9864.76 | 9747.26 | 9100.07 | 10,394.45 | |
| 2009 (reference year) | HAART | 8471.00 | 8122.61 | 8819.40 | 8805.81 | 8466.95 | 9144.66 | 8063.72 | 7659.26 | 8468.18 | 8492.24 | 8105.66 | 8878.83 |
| Outpatient visits | 1478.88 | 1415.18 | 1542.59 | 1464.07 | 1400.08 | 1528.06 | 1356.95 | 1289.41 | 1424.49 | 1324.46 | 1260.37 | 1388.54 | |
| Hospital admission | 1443.73 | 908.28 | 1979.18 | 1371.42 | 851.17 | 1891.68 | 991.1 | 480.11 | 1502.09 | 813.03 | 401.03 | 1225.03 | |
| Non-HAART drugs | 341.17 | 265.14 | 417.20 | 352.86 | 271.45 | 434.27 | 244.98 | 192.53 | 297.43 | 248.58 | 191.66 | 305.5 | |
| Total | 11,734.78 | 11,057.47 | 12,412.09 | 11,994.16 | 11,330.48 | 12,657.84 | 10,656.76 | 9967.75 | 11,345.76 | 10,878.31 | 10,261.46 | 11,495.16 | |
Notes: Analyses were performed on the whole sample and, in turn, excluding subjects naïve in 2007, HCV-positive and HCV-positive or naïve in 2007. CD4 cell count level, naïve status, HCV status, and year of any antiretroviral therapy initiation were used as confounding factors in the model, as appropriate.
P < 0.05 in a generalized linear model, with log link and gamma distribution;
P < 0.01 in a generalized linear model, with log link and gamma distribution.
Abbreviations: HAART, highly active antiretroviral therapy; HCV, hepatitis C virus; CL, confidence limit.
Mean costs (€) according to demographic and clinical characteristics in 2007–2009
| Year | Variable | Gender | Risk factors for HIV acquisition | Age (years) | HCV coinfection | CD4 cell count/mm3 | HIV RNA | Year of ART initiation | New drugs in 2009 | |||||||||||
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| F | M | Sexual | IVDU | <36 | 36–50 | >50 | Neg | Pos | <200 | 200–499 | >500 | Undet | Det | ≥1996 | 1997–2003 | ≥2004 | No | Yes | ||
| 2007 | HAART | 6623.68 | 6202.35 | 5956.47 | 7199.26 | 4820.95 | 6608.85 | 6067.4 | 6086.52 | 6700.17 | 7249.49 | 6269.46 | 6075.94 | 7327.74 | 5835.96 | 7861.22 | 6255.38 | 5910.17 | 6109.46 | 7954.60 |
| Non-HAART drugs | 273.81 | 466.8 | 217.81 | 900.29 | 49.87 | 500.49 | 403.96 | 272.59 | 681.88 | 710.52 | 499 | 205.84 | 468.72 | 361.09 | 844.01 | 306.18 | 289.42 | 1449.28 | 1917.95 | |
| Outpatient visits | 1605.78 | 1463.34 | 1468.98 | 1605.79 | 1404.28 | 1480.24 | 1615.87 | 1469.58 | 1580.89 | 1823.05 | 1564.92 | 1311.61 | 1410.79 | 1727.89 | 1634.53 | 1430.29 | 1543.85 | 780.48 | 1265.31 | |
| Hospital admission | 835.55 | 834.37 | 715.12 | 1109.01 | 901.77 | 774.34 | 1037.36 | 809.44 | 913.99 | 2092.21 | 753.01 | 503.24 | 689.24 | 1182.08 | 1090.83 | 723.15 | 884.2 | 415.14 | 412.63 | |
| Total | 9338.82 | 8966.85 | 8358.38 | 10814.4 | 7176.87 | 9363.92 | 9124.6 | 8638.14 | 9876.94 | 11,875.3 | 9086.39 | 8096.62 | 9896.49 | 9107.02 | 11,430.6 | 8714.99 | 8627.64 | 8754.36 | 11,550.50 | |
| Discounted at 2009 level | 9705.13 | 9318.57 | 8686.23 | 11,238.5 | 7458.38 | 9731.21 | 9482.5 | 8976.96 | 10,264.4 | 12,341.1 | 9442.79 | 8414.2 | 10,284.7 | 9464.23 | 11879 | 9056.83 | 8966.05 | 9097.46 | 12,003.55 | |
| 0.56 | 0.04 | 0.77 | 0.12 | <0.0001 | 0.04 | <0.0001 | 0.08 | |||||||||||||
| 2008 | HAART | 7346.18 | 6767.56 | 6765.37 | 7300.68 | 5867.17 | 7155.27 | 6710.76 | 6735.26 | 7287.26 | 8401.39 | 6820.02 | 6794.94 | 7455.54 | 6888.83 | 8122.06 | 6707.52 | 7166.65 | 6597.03 | 9515.29 |
| Non-HAART drugs | 477.78 | 510.67 | 372.33 | 850.55 | 276.91 | 586.62 | 412.72 | 243.54 | 973.77 | 1180.27 | 585.82 | 304.27 | 464.76 | 589.48 | 692.74 | 534.67 | 271.2 | 1430.11 | 1651.71 | |
| Outpatient visits | 1619.8 | 1394.15 | 1414.3 | 1580.32 | 1309.12 | 1489.87 | 1417.46 | 1341.47 | 1661.22 | 1817.56 | 1561.31 | 1284.38 | 1388.85 | 1613.53 | 1582.74 | 1399.48 | 1464.74 | 851.69 | 2045.22 | |
| Hospital admission | 1037.67 | 965.77 | 708.51 | 1659.91 | 556.16 | 890.64 | 1766.53 | 850.76 | 1275.38 | 2261.31 | 1172.1 | 582.97 | 800.12 | 1446.62 | 1914.03 | 754.87 | 721.04 | 511.68 | 423.46 | |
| Total | 10,481.4 | 9638.15 | 9260.51 | 11,391.5 | 8009.35 | 10,122.4 | 10,307.5 | 9171.03 | 11,197.6 | 13,660.5 | 10,139.3 | 8966.55 | 10,109.3 | 10,538.5 | 12,311.6 | 9396.55 | 9623.63 | 9390.51 | 13,635.68 | |
| Discounted at 2009 level | 10,554.8 | 9705.62 | 9325.33 | 11,471.2 | 8065.42 | 10,193.3 | 10,379.6 | 9235.23 | 11276 | 13,756.2 | 10,210.2 | 9029.32 | 10180 | 10,612.2 | 12,397.8 | 9462.33 | 9691 | 9456.24 | 13,731.13 | |
| 0.53 | 0.62 | 0.78 | 0.10 | 0.0005 | 0.34 | <0.0001 | 0.001 | |||||||||||||
| 2009 | HAART | 8787.35 | 8354.5 | 8023.89 | 9417.42 | 6890.15 | 8796.53 | 8311.38 | 8047.2 | 9236.91 | 8988.13 | 8558.7 | 8332.21 | 9067.6 | 7636.83 | 10.129 | 8216.52 | 8506.64 | 7749.46 | 14.203.24 |
| Non-HAART drugs | 283.73 | 362.32 | 257.36 | 560.51 | 73.89 | 372.86 | 449.62 | 235.44 | 539.58 | 463.44 | 385.5 | 287.68 | 347.29 | 361.79 | 395.81 | 362.28 | 285.65 | 1454.08 | 1675.93 | |
| Outpatient visits | 1641.12 | 1419.14 | 1415.74 | 1661.67 | 1203.25 | 1500.5 | 1546.3 | 1345.17 | 1707.71 | 1661.6 | 1595.84 | 1354.53 | 1465.26 | 1462.23 | 1594.08 | 1478.66 | 1385.32 | 1341.30 | 2257.48 | |
| Hospital admission | 1434.78 | 1447.03 | 1034.64 | 2494.55 | 447.01 | 1309.56 | 2569.58 | 975.09 | 2323.28 | 4035.9 | 1891.03 | 741.25 | 1101.78 | 2478.82 | 1802.83 | 1551.22 | 1029.22 | 339.79 | 352.09 | |
| Total 2009 | 12,147 | 11,583 | 10,731.6 | 14,134.1 | 8614.3 | 11,979.5 | 12,876.9 | 10,602.9 | 13,807.5 | 15,149.1 | 12,431.1 | 10,715.7 | 11,981.9 | 11,939.7 | 13,921.8 | 11,608.7 | 11,206.8 | 10,884.64 | 18,488.73 | |
| 0.13 | 0.31 | 0.14 | 0.03 | 0.0006 | 0.06 | 0.046 | <0.0001 | |||||||||||||
Note:
Multivariate analysis including gender, age group, risk factor for HIV acquisition, HCV coinfection, CD4 cell count and HIV RNA in the calendar year, year of ART initiation.
Abbreviations: ART, antiretroviral therapy; HAART, highly active antiretroviral therapy; HIV, human immunodeficiency virus; HCV, hepatitis C virus; IVDU, intravenous drug use.