JAIDS Journal of Acquired Immune Deficiency Syndromes:
Brief Report: Clinical Science
The Impact of Kidney Function at Highly Active Antiretroviral Therapy Initiation on Mortality in HIV-Infected Women
Estrella, Michelle M MD, MHS*; Parekh, Rulan S MD, MS†‡; Abraham, Alison PhD‡; Astor, Brad C PhD, MPH*‡; Szczech, Lynda A MD, MSCE§; Anastos, Kathryn MD‖; Dehovitz, Jack A MD, MPH¶; Merenstein, Daniel J MD**; Pearce, C Leigh MPH, PhD††; Tien, Phyllis C MD‡‡; Cohen, Mardge H MD§§; Gange, Stephen J PhD‡
From the *Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD; †Division of Nephrology, University of Toronto, Toronto, Canada; ‡Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; §Department of Medicine, Duke University Medical Center, Durham, NC; ‖Department of Medicine, Montefiore Medical Center; ¶Departments of Preventive Medicine and Community Health and Medicine, State University of New York Downstate Medical Center School of Public Health; **Department of Family Medicine, Georgetown University Medical Center, Washington, DC; ††Department of Preventive Medicine, Norris Comprehensive Cancer Center, University of Southern California, Keck School of Medicine; ‡‡Department of Medicine, University of California San Francisco and San Francisco Veterans Affairs Medical Center, San Francisco, CA; and §§Department of Medicine, Stroger Hospital and Rush University, Chicago, IL.
Received for publication January 15, 2010; accepted March 4, 2010.
The WIHS is funded by UO1-AI-35004, UO1-AI-31834, UO1-AI-34994, UO1-AI-34989, UO1-AI-34993, UO1-AI-42590, UO1-HD-32632, and UL1 RR024131. Additional support came from 1K23-DK-081317-01A1 to MME, 5U01DK070657-03 and 1R01-DK-072367 to RSP, R01-DK-07677001 and R21-DK078218-01A1 to BCA, and R01-DK-080094-02 to LAS.
No parts of the data have been previously presented at a meeting.
Correspondence to: Michelle M. Estrella, MD, MHS, Division of Nephrology, Department of Medicine, Johns Hopkins School of Medicine, 1830 E Monument Street, Suite 416, Baltimore, MD 21205 (e-mail: email@example.com).
Background: In the early highly active antiretroviral therapy (HAART) era, kidney dysfunction was strongly associated with death among HIV-infected individuals. We re-examined this association in the later HAART period to determine whether chronic kidney disease remains a predictor of death after HAART initiation.
Methods: To evaluate the effect of kidney function at the time of HAART initiation on time to all-cause mortality, we evaluated 1415 HIV-infected women initiating HAART in the Women's Interagency HIV Study. Multivariable proportional hazards models with survival times calculated from HAART initiation to death were constructed; participants were censored at the time of the last available visit or December 31, 2006.
Results: Chronic kidney disease (estimated glomerular filtration rate less than 60 mL/min/1.73 m2) at HAART initiation was associated with higher mortality risk adjusting for age, race, hepatitis C serostatus, AIDS history, and CD4+ cell count (hazard ratio 2.23, 95% confidence interval: 1.45-3.43). Adjustment for hypertension and diabetes history attenuated this association (hazard ratio = 1.89, confidence interval: 0.94-3.80). Lower kidney function at HAART initiation was weakly associated with increased mortality risk in women with prior AIDS (hazard ratio = 1.09, confidence interval: 1.00-1.19, per 20% decrease in estimated glomerular filtration rate).
Conclusions: Kidney function at HAART initiation remains an independent predictor of death in HIV-infected individuals, especially in those with a history of AIDS. Our study emphasizes the necessity of monitoring kidney function in this population. Additional studies are needed to determine mechanisms underlying the increased mortality risk associated with chronic kidney disease in HIV-infected persons.
An earlier study in the Women's Interagency HIV Study (WIHS) showed that proteinuria and elevated serum creatinine were associated with earlier progression to AIDS and death in the pre- and early era of highly active antiretroviral therapy (HAART).1 Since that study, appreciation of comorbid conditions that may contribute to chronic kidney disease (CKD) in HIV-infected persons such has hepatitis C coinfection, diabetes, and hypertension has increased. In the current era in which earlier antiretroviral initiation is being advocated,2 the relative contribution of such comorbid factors to CKD in HIV infection will likely increase.3,4 Thus, it remains unclear whether CKD is simply an indicator of poor health or an independent contributor to mortality in HIV infection. The purpose of this study was to re-evaluate whether kidney function at HAART initiation is associated with subsequent mortality in the context of the modern HAART era.
WIHS is an ongoing cohort study of HIV-infected women and a demographically similar group of HIV-negative women conducted at five US metropolitan areas. Women were enrolled from October 1994 through November 1995 and from October 2001 through September 2002. The study is approved by all local Institutional Review Boards. Clinical data, physical examinations, and laboratory tests were obtained at enrollment and semiannually.5 Our study consisted of HIV-infected women receiving HAART with serum creatinine available within 1.25 years of HAART initiation. HAART was defined in accordance with US Department of Health and Human Services treatment guidelines (www.aidsinfo.gov). Baseline values reported are those obtained at the visit just before or at the time of HAART initiation. Kidney function was estimated using the abbreviated Modification of Diet in Renal Disease (MDRD) equation.6 CKD was defined as an estimated glomerular filtration rate (eGFR) less than 60 mL/min/1.73 m2 on at least two consecutive visits as of the time of HAART initiation. Serum creatinine values within 1 year of a missing value were carried forward; these forwarded values were not used to meet the CKD criterion. AIDS history was based on self-reported AIDS-defining illnesses in the 1993 Centers for Disease Control and Prevention Class C definition of AIDS and does not include the immunologic criteria.7 Laboratory measurements also assessed in this study include hepatitis C antibody at enrollment, serum albumin levels at baseline, and CD4+ cell count and HIV-1 RNA levels at the visit prior HAART initiation and semiannually. If pre-HAART CD4+ cell count or HIV-1 RNA values were missing, values from up to the preceding 1.25 years were carried forward. Values no earlier than 1 year before a visit were carried forward for missing CD4+ cell counts and HIV-1 RNA levels after HAART initiation. Deaths were ascertained by notification from friends, relatives, or medical providers of WIHS participants. Death registry searches were performed regularly to obtain death information on all participants. The date of death and cause of death were confirmed through the National Death Index Plus and death certificates. Deaths were classified as AIDS-related, non-AIDS-related, indeterminate, and unknown as described previously.8
Data were analyzed using Stata (Version 11; College Station, TX). Baseline characteristics were compared in women with and without CKD using the chi square test, Student t test, and Wilcoxon rank-sum test, as appropriate. In parallel analyses, we evaluated the association of CKD and baseline eGFR (presented as increments of 20% difference in eGFR) with time to all-cause mortality using survival analysis methods. Survival times were determined from HAART initiation to death; participants were censored at the last available visit or December 31, 2006. Proportional hazards models adjusting for age, race, prior AIDS history, hepatitis C antibody serostatus, and time-varying values of CD4+ cell count and HIV-1 RNA level were constructed. Additional models adjusted for diabetic and hypertensive history before HAART initiation. Covariates in the final models were chosen based on their clinical and statistical significance on univariate analyses. Serum albumin was not evaluated as a covariate because it may mediate the association of CKD with mortality and was not independently associated with mortality after HAART initiation in the prior WIHS analysis.1 The proportionality assumption was tested by log-log plots and plots of Schoenfeld residuals versus time. To determine the effect of missing data on results, we performed three sensitivity analyses: 1) values carried forward for values missing at the visit just before HAART initiation and at the time of HAART initiation were limited to the preceding 6 months; 2) women with missing diabetes (n = 246) data were included; and 3) last available visits were extended by the same length of time as values were carried forward at study entry (ie, up to 1.25 years).
Of 1922 women who initiated HAART, 507 did not have baseline serum creatinine and were excluded. Excluded women were less likely to be injection drug users, diabetic, and hypertensive. They were also less likely to be hepatitis C antibody-positive, have prior AIDS, or die. Of the 1415 HAART-users included in this study, 44 had CKD at HAART initiation. Women with CKD were older, had lower pre-HAART CD4+ cell counts and serum albumin levels, and were more likely to have had AIDS, diabetes, and hypertension compared with those without CKD (Table 1). The median follow-up time for women with versus without CKD was shorter primarily as a result of earlier death in the former (3.5 years; interquartile range: 1.5-7.7 years) versus 7.2 years [interquartile range: 3.5-9.3 years], P < 0.01).
During 8148 person-years of follow-up, 335 women died. Women with CKD had more than a twofold greater adjusted risk of death (confidence interval [CI]: 1.45-3.43) compared with women without CKD (Table 2). Adjustment for hypertension and diabetes history attenuated the association (hazard ratio = 1.89, CI: 0.94-3.80). The specific cause of death was missing in 21% and 16% of women with and without CKD, respectively. Among women with CKD, 17% died as a result of kidney failure. The proportions of deaths attributed to infectious causes and AIDS-related causes were similar between women with and without CKD. Heart disease was listed as the cause of death in 11% of women with CKD but in only 6% of those without CKD. No women with CKD died of cancer versus 14% of women without CKD. A history of clinical AIDS modified the association between baseline eGFR and all-cause mortality (Table, Supplemental digital content 1) (P interaction < 0.01 in Models 1 and 3). After adjustment for factors that are traditionally associated with death in HIV-infected individuals, lower eGFR at HAART initiation was modestly associated with higher risk of death in those with and without prior AIDS (hazard ratio = 1.28 per 20% decrease in eGFR, CI: 1.13-1.44 and hazard ratio = 1.11 per 20% decrease in eGFR, CI: 1.06-1.17, respectively). When we also adjusted for hypertension and diabetes history, this association did not remain significant in those without prior AIDS. None of our sensitivity analyses changed the risk estimates.
Our study demonstrates that established CKD at HAART initiation is associated with higher mortality risk independent of HIV-related risk factors for death (Model 1), consistent with the prior WIHS study in the early HAART era that was conducted through March 31, 2002.1 Attenuation of the association between CKD and mortality after adjustment for diabetes (Model 2) suggests that CKD may mediate some of the effects of diabetes on mortality; however, we were unable to confirm this explanation as a result of lack of temporal data on diabetes in relation to kidney function in a large number of WIHS participants. Alternatively, exclusion of women who were missing diabetes data in the adjusted model may have diminished our ability to detect smaller increases in mortality risk associated with CKD. The statistical significance of the risk estimate for CKD on inclusion of women missing diabetes data supports the latter explanation.
We also found that eGFR at HAART initiation was inversely but weakly associated with mortality risk in women with prior AIDS and that proportion of women dying of heart disease and malignancy differed between those with and without CKD. In the general HIV-uninfected population, the risk of all-cause mortality increases progressively with lower eGFR; Go and colleagues showed that the risk of death was 1.2-, 1.8-, 3.2-, and 5.8-fold higher in those with eGFRs of 45 to 59, 30 to 44, 15 to 29, and less than 15 mL/min/1.73 m2, respectively.9 This increased risk of death associated with CKD in the general population is driven primarily by cardiovascular death with individuals who have CKD having more than 50% increased risk of death as a result of cardiovascular disease compared with persons with normal kidney function.10,11 Many of the same risk factors that lead to CKD also lead to cardiovascular disease. These CKD risk factors and CKD itself may lead to activation of the renin-angiotensin system, inflammation, extraskeletal calcification, and dyslipidemia, which, in turn, culminate in endothelial dysfunction.11 This may explain why we observed a higher proportion of deaths from heart disease in HIV-infected women with CKD compared with women without CKD. In contrast, there is no apparent physiological mechanism by which CKD is associated with the risk of malignancy to explain the disparity in cancer-related deaths between women with and without CKD in our study. Perhaps, women with CKD were more likely to die of other causes before having the opportunity to develop cancer.
Although HAART has greatly improved the survival of HIV-infected individuals,12 prior studies suggest that HIV-infected persons with CKD may not have the same degree of survival benefit as those without CKD.13 Underuse of HAART and improper dose adjustments of antiretroviral medications may partially explain the impact of kidney dysfunction on mortality among HAART-users that we observed.14 As a result of lack of data on drug dosages within WIHS, we were unable to explore this further. However, the mechanism by which HAART dose may mediate the effect of CKD on mortality may be more complex. A detailed pharmacokinetic study of atazanavir among 122 women in WIHS showed that the area under the curve of atazanavir concentration after its administration was increased by 1.58-fold (CI: 1.05-2.38) in women with CKD compared with those without CKD,15 suggesting that individuals with CKD may be exposed to higher concentrations of certain antiretroviral drugs than anticipated.
Our study has several limitations to consider. WIHS consists only of women; however, there is no evidence to date that the impact of CKD on mortality differs by sex in HIV infection. Selection bias may have occurred when women with missing serum creatinine values at HAART initiation were excluded. Although women who were excluded were less likely to die, we were unable to compare their CKD and immunologic status with those of women included in our study as a result of missing data on these characteristics among the former. The MDRD equation has not been thoroughly validated in HIV-infected persons; therefore, misclassifications for CKD may have occurred. However, most of the published data linking kidney disease to death are based on eGFR by the MDRD equation9,10,16 and current evidence suggests that the MDRD equation is more accurate than other currently available estimates of GFR in HIV-infected individuals.17 We also used two sequential eGFRs to define CKD status to minimize misclassifications.
In summary, our study suggests that pre-existing CKD at the time of HAART initiation leads to increased risk of death. Furthermore, kidney function level at HAART initiation is independently associated with mortality in those with a history of AIDS. Our study underscores the importance of early screening for kidney disease in HIV-infected women before HAART initiation.
1. Szczech LA, Hoover DR, Feldman JG, et al. Association between renal disease and outcomes among HIV-infected women receiving or not receiving antiretroviral therapy. Clin Infect Dis
2. Hammer SM, Eron JJ Jr, Reiss P, et al. Antiretroviral treatment of adult HIV infection: 2008 recommendations of the international AIDS society-USA panel. JAMA
3. Estrella M, Fine DM, Gallant JE, et al. HIV type 1 RNA level as a clinical indicator of renal pathology in HIV-infected patients. Clin Infect Dis
4. Fine DM, Garg N, Haas M, et al. Cocaine use and hypertensive renal changes in HIV-infected individuals. Clin J Am Soc Nephrol
5. Barkan SE, Melnick SL, Preston-Martin S, et al. The Women's Interagency HIV Study. WIHS collaborative study group. Epidemiology
6. Levey AS, Greene T, Kusek JW, et al. A simplified equation to predict glomerular filtration rate from serum creatinine. J Am Soc Nephrol
7. Centers for Disease Control and Prevention. 1993 revised classification system for HIV infection and expanded surveillance case definition for AIDS among adolescents and adults. JAMA
8. Cohen MH, French AL, Benning L, et al. Causes of death among women with human immunodeficiency virus infection in the era of combination antiretroviral therapy. Am J Med
9. Go AS, Chertow GM, Fan D, et al. Chronic kidney disease and the risks of death, cardiovascular events, and hospitalization. N Engl J Med
10. Muntner P, He J, Hamm L, et al. Renal insufficiency and subsequent death resulting from cardiovascular disease in the united states. J Am Soc Nephrol
11. Tonelli M, Wiebe N, Culleton B, et al. Chronic kidney disease and mortality risk: a systematic review. J Am Soc Nephrol
12. Crum NF, Riffenburgh RH, Wegner S, et al. Comparisons of causes of death and mortality rates among HIV-infected persons: analysis of the pre-, early, and late HAART (highly active antiretroviral therapy) eras. J Acquir Immune Defic Syndr
13. Rodriguez RA, Mendelson M, O'Hare AM, et al. Determinants of survival among HIV-infected chronic dialysis patients. J Am Soc Nephrol
14. Choi AI, Rodriguez RA, Bacchetti P, et al. Low rates of antiretroviral therapy among HIV-infected patients with chronic kidney disease. Clin Infect Dis
15. Gandhi M, Gange SJ, Ponath J, et al. Identification of novel factors that influence atazanavir exposure in a diverse population of HIV-infected women under conditions of actual use. 17th Conference of Retroviruses and Opportunistic Infections. San Francisco, CA; February 16-19, 2010.
16. Manjunath G, Tighiouart H, Coresh J, et al. Level of kidney function as a risk factor for cardiovascular outcomes in the elderly. Kidney Int
17. Barraclough K, Er L, Ng F, et al. A comparison of the predictive performance of different methods of kidney function estimation in a well-characterized HIV-infected population. Nephron Clin Pract
kidney disease; mortality; HIV; WIHS; antiretroviral therapy
© 2010 Lippincott Williams & Wilkins, Inc.
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