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RESEARCH AND PRACTICE |
Judith A. Cook, Dennis Grey, and Jane Burke are with the Department of Psychiatry, University of Illinois at Chicago. Mardge H. Cohen is with the Cook County Hospital, Core Center, Chicago Ill. Alejandra C. Gurtman is with the Department of Medicine, Mount Sinai Medical Center, New York, NY. Jean L. Richardson is with the Department of Preventive Medicine, University of Southern California, Los Angeles. Tracey E. Wilson is with the Department of Preventive Medicine and Community Health, State University of New York Health Sciences Center at Brooklyn. Mary A. Young is with the Department of Medicine, Georgetown University Medical Center, Washington, DC. Nancy A. Hessol is with the Department of Medicine, University of California, San Francisco.
Correspondence: Requests for reprints should be sent to Judith A. Cook, PhD, Mental Health Services Research Program, Department of Psychiatry, University of Illinois at Chicago, 104 S Michigan Ave, Suite 900, Chicago, IL 60603 (e-mail: cook{at}ripco.com).
| ABSTRACT |
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Objectives. We examined associations between depressive symptoms and AIDS-related mortality after controlling for antiretroviral therapy use, mental health treatment, medication adherence, substance abuse, clinical indicators, and demographic factors.
Methods. One thousand seven hundred sixteen HIV-seropositive women completed semiannual visits from 1994 through 2001 to clinics at 6 sites. Multivariate Cox and logistic regression analyses estimated time to AIDS-related death and depressive symptom severity.
Results. After we controlled for all other factors, AIDS-related deaths were more likely among women with chronic depressive symptoms, and symptoms were more severe among women in the terminal phase of their illness. Mental health service use was associated with reduced mortality.
Conclusions. Treatment for depression is a critically important component of comprehensive care for HIV-seropositive women, especially those with end-stage disease.
| INTRODUCTION |
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The existence of a potential association between womens depression and HIV disease progression is of interest to both health care providers and patients for several reasons. First, womens rate of depression is twice as high as that of men among the general population.8 Second, HIV-seropositive women who have high levels of depressive symptomatology are significantly less likely to use highly active antiretroviral therapies.9 Third, depression is associated with poor adherence to antiretroviral treatment regimens,10,11 which in turn is associated with poor disease outcomes, such as mortality.12 Finally, depression is a significant predictor of nonAIDS-related deaths (e.g., those caused by accident, drug overdose, violence, and nonAIDS-associated malignancies) among HIV-seropositive women.13
Only 1 previous study of a cohort of HIV-seropositive womenthe longitudinal study of the 4-site HIV Epidemiologic Research Study (HERS)14has confirmed a link between chronic depressive symptomatology and poor AIDS-related outcomes. Among a cohort of HIV-seropositive women who were followed from 1993 through 2000 (demographic and clinical factors were controlled), the women who had chronic depressive symptoms were twice as likely to die as the women who reported no depressive symptoms or only intermittent ones.
We attempted to replicate and expand the HERS cohort findings by using the same variable definitions and types of statistical analyses and by exploring the effects of 3 additional factors: adherence to highly active antiretroviral treatment (HAART) and other HIV-related therapies, use of mental health services, and occurrence of depressive symptoms during the terminal phase of AIDS-related illness. Three research questions were addressed. First, do depressive symptoms predict time to AIDS-related mortality among a cohort of HIV-seropositive women? Second, does use of mental health services lower the likelihood of AIDS-related mortality? Third, do women in the terminal phase of their AIDS-related illnesses show higher likelihood than surviving women of meeting criteria for depression at the 2 study visits preceding their deaths?
| METHODS |
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Measures
Depressive symptoms.
We used the Center for Epidemiologic Studies Depression Scale (CES-D),15 a 20-item Likert-scaled instrument, to assess depressive symptoms. The CES-D has excellent reliability, validity, and factor structure among numerous subgroups,15 and it is commonly used in studies of HIV populations, including women.7 Its sensitivity for the Diagnostic and Statistical Manual of Mental Disorders, Third Edition16 (DSM-III), diagnosis of major depression is excellent, in the 80% to 90% range, with somewhat lower specificity (70%80%).17,18 In an earlier analysis of the WIHS cohorts level of depressive symptoms, Cook et al.9 demonstrated that various ways of analyzing the CES-D (the standard cutoff of 16, a more stringent cutoff of 23, and an interval-level version of the subscale that excluded somatic items similar to HIV symptoms) produced virtually identical associations with antiretroviral therapy use and with the womans demographic characteristics. Thus, the standard cutoff score of 16 was used in our study.
We used 2 measures of longitudinal depressive symptoms to test the study hypotheses. First, following Ickovics et al.,19 depression chronicity was defined as the proportion of study visits at which the womens self-reported CES-D scores met or exceeded the clinical cutoff for probable cases of depression. In this operationalization, or way of computing a depressive symptom variable, scores that indicated depression at 75% or more of the study visits were classified as chronic, 26% to 74% were classified as intermittent, and no more than 25% were classified as none or few. Second, following Lyketsos et al.s5 "conservative" definition, scores of 16 or higher on the CES-D at 2 consecutive study visits were used to define recent depression. In our study, this was operationalized as scoring above the cutoff (1) at the last 2 study visits preceding death among women with AIDS-related deaths, and (2) at the last 2 study visits completed for all surviving women. The first operationalization of depression chronicity was used to test hypotheses 1 and 2, and the second operationalization of recent depression was used to test hypothesis 3.
AIDS-related mortality. Information was collected on all participants deaths, malignancies, tuberculosis, and AIDS. Cause of death was coded from death certificates and from information obtained electronically via the National Death Index, local death registries, hospital records, physician reports, and families or friends. Deaths were classified as caused by AIDS if the cause was an AIDS-defined opportunistic infection/malignancy (consistent with 1993 Centers for Disease Control and Prevention clinical surveillance conditions), or if the stated cause was organ failure or nonspecific infection and the CD4 count at the last study visit was less than 200 cells per milliliter. This methodology has been described elsewhere.13
Independent measures. Women were considered to be on a HAART regimen if they followed the International AIDS SocietyUSA panel20 and the US Department of Health and Human Services/Henry J. Kaiser Family Foundation Panel21 guidelines. All other antiretroviral therapy combinations were defined as non-HAART combination therapy, and use of a single antiretroviral therapy was defined as monotherapy.
At each study visit, HIV antibody status, HIV-1 RNA, and CD4 T-lymphocyte count were determined with standard flow cytometry at laboratories participating in the National Institutes of Health (NIH) Quality Assurance Program. Viral load was classified as less than 4000 versus greater than 4000. CD4 levels were assessed as low (< 200), moderate (200500), and high (> 500).
Study participants race/ethnicity was categorized as African American, Hispanic/Latina, White, and other. Illicit drug use was categorized as use of crack, cocaine, or heroin at any time during the study. Those with high school degrees or any postsecondary education at baseline were coded as "1" and as "0" otherwise. Age at baseline was measured in decades. Employment status at baseline was defined as any paid work (full- or part-time). Presence of clinical symptoms at baseline included 1 or more HIV/AIDS-related symptoms: fever, diarrhea, memory problems, numbness, weight loss, confusion, and night sweats. Women who reported nonadherence to any HIV treatment at any study visit were classified as nonadherent and as adherent otherwise. This single-item operationalization is similar to one that was used successfully by Wilson et al.22 in a previous analysis of medication adherence among the WIHS cohort. Those women who reported no HIV-related therapies were included in the adherent classification, because nonadherence is a predictor of mortality distinct from treatment. Mental health service use was defined as receipt of care from a mental health professional or counselor that was self-reported at 1 or more study visits. Indicator variables represented 5 of the 6 study sites; Chicago served as a sixth arbitrary reference category.
Statistical Analysis
We analyzed 13 waves of semiannual data from the HIV-seropositive sample of the WIHS to predict time to AIDS-related death. We used the KaplanMeier survival analysis to test for differences in survival function according to depressive symptom chronicity, and we used proportional hazards analysis to examine the effect of depressive symptoms after we controlled for potentially confounding factors. Data from women whose deaths were caused by nonAIDS-related causes (n = 144) were retained in the analysis until the time of death, when they were right-censored. We used multiple logistic regression analysis to predict the likelihood of meeting "probable depression" criteria at the final 2 study visits for all women to examine the association between depressive symptoms and end-stage disease.
| RESULTS |
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At baseline, more than half (58%) the women reported HIV-related clinical symptoms. Less than half (45%) were classified as adherent at all study visits; 37% reported perfect adherence, and 8% reported no treatment. For the remaining 55%, the mean number of visits at which nonadherence was reported was 3.
Approximately one third of the women (32%) reported depressive symptoms at a level that exceeded the CES-D clinical cutoff at 75% or more of their study visits. Another third (37%) reported depressive symptoms intermittently, and the final third (31%) reported depressive symptoms at few or none of their study visits. Close to half the women (47%) exceeded the CES-D clinical cutoff at their last study visit, and one third (35%) did so at their last 2 consecutive visits, which indicated recent depression among one half to one third of the cohort. Over two thirds (69%) reported use of mental health services at 1 or more study visits.
Relationship between depressive symptoms and time to death.
Two hundred ninety-four (17%) of the women died during the 13 waves of study visits completed over a 7.5-year period by 1716 women: 147 (9%) died from AIDS-related causes, and an additional 147 women (9%) died as a result of other causes (accidents, violent crime, suicide, or nonHIV-related diseases). Of those who died from AIDS-related causes, 66% had CES-D scores greater than or equal to 16 at their last study visit (the mean number of days between death and last visit was 146), and 52% had CES-D scores that exceeded the cutoff at their last 2 visits before death.
Figure 1
shows the KaplanMeier survival curves for mortality caused by AIDS for each of the 3 groups of women: those with chronic depressive symptoms, those with intermittent symptoms, and those with infrequent or no symptoms. These curves differ significantly (log-rank test = 20.22, df = 2, P < .001), which indicates that chronic depression predicts mortality. Whereas only 6% of the women who had few or no depressive symptoms, and only 7% of the women who had intermittent symptoms, died from AIDS-related causes, nearly double this proportion (13%) of the women who had chronic depressive symptoms did die from AIDS-related causes. We eliminated the somatic symptoms from the depression measure but retained a cutoff of 16 to test a more stringent measure of chronic depressive symptoms, which produced virtually identical results (log-rank test = 12.94, df = 2, P < .01).
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Finally, because of the time frame of our study, it is possible that these results are biased by the fact that HAART became available only to those who survived for longer periods of time. To control for this potential bias, we restricted the sample to those women who were alive during the second half of 1996 (because protease inhibitors became commercially available at the beginning of 1996) and repeated the Cox regression analysis. The results (data not shown) were virtually identical to those in Table 1
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Relationships among depressive symptoms immediately preceding death, mortality, and confounding variables.
While depressive symptom chronicity is associated with mortality owing to AIDS-related causes, the chronicity measure fails to capture the level of depressive symptoms immediately before death. For example, the chronicity score of a woman who exceeded the CES-D clinical cutoff at the first 2 study visits but not the last 2 visits would be identical to that of a woman who exceeded the cutoff at the last 2 study visits but not the first 2. To examine the effect of depressive symptoms during the immediate premortality period, we computed the proportions of women who met criteria for probable depression at each study visit separately for those who died from AIDS-related causes during the subsequent 6 months versus those who survived until the next study visit. The results (Figure 2
) indicated that the proportion of women who had probable depression was higher among those who died during the following 6 months than among those who survived.
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As shown in the middle column of Table 2
, the women who were in the terminal phase of their AIDS-related illnesses were more than twice as likely to report recent clinically significant depressive symptoms. More than half (52%) of the terminally ill women, but less than one third (32%) of the nonterminally ill women, met the "conservative" criteria for depressive symptoms. Clinically significant depressive symptoms also were more likely among those women who used mental health services, who had CD4 counts below 200 cells and viral loads above 4000, who had HIV-related symptoms at baseline, who reported illicit drug use, who were aged 30 to 49 years, who received monotherapy, who had incomes below $12 000 per year, and who were Hispanic/Latina. Depressive symptoms were less likely among women who were on a HAART regimen, who were adherent, who were employed, who had a high school or equivalent education, and who lived in their own homes.
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| DISCUSSION |
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Additionally, not only chronicity but also recency of depressive symptoms was associated with AIDS-related mortality. Of those in the terminal phase of their illnesses, more than half met CES-Ddefined clinical criteria for depression at the 2 study visits before their deaths. The high proportion of women who reported depressive symptoms during the terminal phase of their AIDS-related illnesses shows the importance of including treatment for depression in end-of-life care protocols through the use of antidepressants and other treatments in hospice and similar programs.
Antiretroviral therapies clearly affected mortality: those who were on a HAART regimen for a year or more were 90% less likely to experience AIDS-related mortality, and those who were on a combination antiretroviral therapy for a year or more were 70% less likely. Moreover, in our study, the proportion of women who reported recent depressive symptoms was lowest among those who were on a HAART regimen. The significantly lower proportion of women who had depressive symptoms among users of the most potent antiretroviral therapies shows the possible role of a HAART regimen in combating depression7,24 along with or in addition to the role of positive mental health in promoting use of a HAART regimen. Also important are associations between depression and AIDS-related mortality in the context of unique factors related to womens use of HAART regimens, such as health insurance status,25 which could potentially influence their access to both HIV and depression treatments.
Our studys methodology did not allow us to establish a cause-and-effect relationship between depression and mortality, because both may be related to disease progression. However, the multivariate survival analysis controlled for 2 potent clinical indicators of HIV disease status (HIV viral load and CD4 cell count), and the significant relationship between mortality and depressive symptoms remained consistent despite these controls. Furthermore, post hoc analyses (data not shown) of women who did not have AIDS at baseline (i.e., CD4 > 200) revealed that those who had chronic depressive symptoms were 2.3 times more likely to die than those who had limited or no depressive symptoms (P < .05), which indicated that chronic depression was related to mortality even among those who did not have AIDS at baseline. Finally, women who died of AIDS-related causes were significantly more likely to have had CES-D scores that indicated "probable depression" at the 2 study visits immediately preceding their deaths, which established the temporally proximal, if not causal, nature of depression and mortality.
Two caveats to our findings concern the use of the CES-D to measure depressive symptoms and the use of death certificates to determine cause of death. With regard to the first study limitation, operationalization of major depression through research-quality diagnostic tools, such as the Structured Clinical Interview for the DSM or the Composite International Diagnostic Inventory, would have yielded a much higher-quality measure of depression as a syndrome, as would diagnostic procedures performed by a clinician who uses the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV).26 All of these approaches are highly preferable to use of a depression screening instrument, such as the CES-D, because of the latters limited specificity. However, the measure is both valid and reliable and is widely used in studies of HIV-positive cohorts, which enables direct comparisons with the results of previous studies. Moreover, the use of rigorous scientific or clinical diagnostic tools among a population of this size presents considerable logistical challenges and requires substantial interrater and intersite reliability procedures to warrant its expense and its increased subject burden. Our study also was limited by our inability to determine whether the mental health services received by the women were consistent with practice guidelines for the treatment of depression that are based on rigorous research findings.
With regard to the second caveat, the causes of death obtained from death certificates may have been inaccurate. However, once again, death certificate information is commonly used in studies of this type and can provide important epidemiological information that otherwise might not be available. Additionally, the algorithm used in our study enhanced the linkage of AIDS clinical indicators (CD4 cell counts, viral load) to cause of death, which may have accounted for the substantial proportion of deaths classified as nonAIDS-related and most likely reduced chances of false-positive results.13
| CONCLUSIONS |
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| Acknowledgments |
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Data were collected by the Womens Interagency HIV Study (WIHS) Collaborative Study Group with centers (principal investigators are listed in parentheses) at the New York City/Bronx Consortium (Kathryn Anastos); Brooklyn, NY (Howard Minkoff); the Washington DC Metropolitan Consortium (Mary Young); the Connie Wofsy Study Consortium of Northern California (Ruth Greenblatt); the Los Angeles County/Southern California Consortium (Alexandra Levine); the Chicago Consortium (Mardge Cohen); and the Data Coordinating Center (Alvaro Munoz).
Human Participant Protection
The Womens Interagency HIV Study has been approved by the institutional review boards of all institutions involved in our study. Written informed consent was obtained from all participants.
| Footnotes |
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Accepted for publication July 18, 2003.
| References |
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2. Herbert TB, Cohen S. Depression and immunity: a meta-analytical review. Psychol Bull. 1993;113:472486.[ISI][Medline]
3. Rovner BW, German PS, Brant LJ, Clark R, Burton L, Folstein MF. Depression and mortality in nursing homes. JAMA. 1991;265:993996.[Abstract]
4. Sambamoorthi U, Walkup J, Olfson M, Crystal S. Antidepressant treatment and health services utilization among HIV-infected Medicaid patients diagnosed with depression. J Gen Intern Med. 2000;15:311320.[ISI][Medline]
5. Lyketsos CG, Hoover DR, Guccione M, et al. Depressive symptoms as predictors of medical outcomes in HIV infection. JAMA. 1993;270:25632567.[Abstract]
6. Vedhara K, Giovanni S, McDermott M. Disease progression in HIV-positive women with moderate to severe immunosuppression: the role of depression. Behav Med. 1999;25:4347.[ISI][Medline]
7. Low-Beer S, Chan K, Yip B, et al. Depressive symptoms decline among persons on HIV protease inhibitors. J Acquir Immune Defic Syndr. 2000;23:295301.
8. Kessler RC, McGonagle KA, Swartz M, Blazer DG, Nelson CB. Sex and depression in the National Comorbidity Survey: I. Lifetime prevalence, chronicity and recurrence. J Affective Disord. 1993;29:8596.[ISI][Medline]
9. Cook JA, Cohen MH, Burke J, et al. Effects of depressive symptoms and mental health quality of life on use of highly active antiretroviral therapy among HIV-seropositive women. J Acquir Immune Defic Syndr. 2002;30:401409.
10. Gordillo V, del Amo J, Soriano V, Gonzalez-Lahoz J. Sociodemographic and psychological variables influencing adherence to antiretroviral therapy. AIDS. 1999;13:17631769.[ISI][Medline]
11. Kleeberger CA, Phair JP, Strathdee SA, Detels R, Kingsley L, Jacobson LP. Determinants of heterogenous adherence to HIV-antiretroviral therapies in the Multicenter AIDS Cohort Study. J Acquir Immune Defic Syndr. 2001;26:8292.
12. Paterson DL, Swindells S, Mohr J, et al. Adherence to protease inhibitor therapy and outcomes in patients with HIV infection [published erratum appears in Ann Intern Med. 2002;136:253]. Ann Intern Med. 2000;133:2130.
13. 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. 2002;113:9198.[ISI][Medline]
14. Ickovics JR, Hamburger ME, Vlahov D, et al. Mortality, CD4 cell count decline, and depressive symptoms among HIV-seropositive women: longitudinal analysis from the HIV epidemiology research study. JAMA. 2001;285:14661474.
15. Radloff LS. The CES-D Scale: a self-report depression scale for research in the general population. Appl Psychol Meas. 1977;1:385401.
16. Diagnostic and Statistical Manual of Mental Disorders, Third Edition. Washington, DC: American Psychiatric Association; 1980.
17. Breslau N. Depressive symptoms, major depression, and generalized anxiety: a comparison of self-reports on CES-D and results from diagnostic interviews. Psychiatry Res. 1985;15:219229.[ISI][Medline]
18. Zimmerman M, Coryell W. Screening for major depressive disorder in the community: a comparison of measures. Psychol Assess. 1994;6:7174.
19. Ickovics JR, Thayaparan B, Ethier K. Women and AIDS: a contextual analysis. In: Baum A, Revenson T, Singer J, eds. Handbook of Health Psychology. Hillsdale, NJ: Erlbaum; 2000:821839.
20. Carpenter CC, Cooper DA, Fischl MA, et al. Antiretroviral therapy in adults: updated recommendations of the International AIDS SocietyUSA Panel. JAMA. 2000;283(3):381390.
21. US Dept of Health and Human Services/Henry J. Kaiser Family Foundation. Panel on Clinical Practices for the Treatment of HIV Infection. Guidelines for the Use of Antiretroviral Agents in HIV-Infected Adults and Adolescents [monograph online] 2002 Feb. Available at: http://hivatis.org. Accessed March 6, 2002.
22. Wilson TE, Barron Y, Cohen M, et al. Adherence to antiretroviral therapy and its association with sexual behavior in a national sample of women with human immunodeficiency virus. Clin Infect Dis. 2002;34:529534.[ISI][Medline]
23. Barkan SE, Melnick SL, Preston-Martin S, et al. The Womens Interagency HIV Study. Epidemiology. 1998;9(2):117125.[ISI][Medline]
24. Judd FK, Cockram AM, Komiti A, Mijch AM, Hoy J, Bell R. Depressive symptoms reduced in individuals with HIV/AIDS treated with highly active antiretroviral therapy: a longitudinal study. Aust N Z J Psychiatry. 2000;34:10151021.[ISI][Medline]
25. Cook JA, Cohen MH, Grey DD, et al. Use of highly active antiretroviral therapy in a cohort of HIV-seropositive women. Am J Public Health. 2002;92:8287.
26. Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition. Washington, DC: American Psychiatric Association; 1994.
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