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Epidemiology

Higher Cystatin C Levels Are Associated With Neurocognitive Impairment in Older HIV+ Adults

Sakoda, Marissa E. BA*; Fazeli, Pariya L. PhD; Ellis, Ronald J. MD, PhD; Jeste, Dilip V. MD†,§; Grant, Igor MD; Letendre, Scott L. MD†,‖; Moore, David J. PhD

Author Information
JAIDS Journal of Acquired Immune Deficiency Syndromes: March 01, 2017 - Volume 74 - Issue 3 - p 243-249
doi: 10.1097/QAI.0000000000001235
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Abstract

INTRODUCTION

The number of Americans who are older than 50 years living with HIV is increasing both because of improvements in antiretroviral therapy (ART) and to new infections in this age group (24% of new infections/year).1,2 By 2020, 70% of the U.S. HIV-infected (HIV+) population is estimated to be 50 years or older.2 Aging increases the risk for neurocognitive impairment (NCI) in HIV+ adults.3–6 Given the prevalence of HIV among older adults and the increased risk for NCI, a priority in the field should be to identify those persons who are at greatest risk. Because lumbar puncture and specialized neuroimaging are not feasible in all clinical settings, measuring diagnostic or prognostic biomarkers in blood should have wider clinical impact and acceptance.

One potential biomarker is cystatin C, a low–molecular weight protein and member of the cystatin superfamily of cysteine protease inhibitors.7 Cystatins are secreted by macrophages and microglia and may play a role in neuroregulatory responses.8 Cystatin C levels have been examined as a biomarker for “preclinical” kidney dysfunction; have been associated with poorer physical function and cardiovascular disease in older adults; and have been found to be predictive of earlier mortality.9–11 High cystatin C has also been linked to worse baseline and longitudinal decline of cognitive performance in healthy older adults.12 Decline in cystatin C levels are also associated with improved cognition after bariatric surgery.13 Cystatin C levels are elevated in HIV+ adults14–16 and in the plasma of young HIV+ Hispanic women with NCI.13 The correlation between cystatin C and neurocognitive function has not yet been investigated in HIV+ older adults.

The objective of this analysis was to compare cystatin C levels in blood between HIV+ and HIV− uninfected (HIV−) older adults, and to determine whether cystatin C is associated with NCI in the HIV+ older adults. We hypothesized that HIV+ older adults would have higher cystatin C levels than HIV− older adults and that cystatin C levels would be higher in HIV+ older adults with NCI.

METHODS

Participants and Procedures

This study examined 124 (n = 77 HIV+, n = 47 HIV−) community-dwelling, older (ie, at least 50 years old) adults from the University of California, San Diego HIV Neurobehavioral Research Program's Successfully Aging Seniors with HIV cohort. All participants provided Institutional Review Board–approved informed consent and were screened for enrollment through structured interview. Participants with a history of severe comorbid neuropsychiatric conditions that could confound attribution of cognitive impairment to HIV were excluded (eg, traumatic brain injury). Exclusion criteria were generally minimal with the exception of acute intoxication (eg, positive urine toxicology screen), significant neurologic/neurodegenerative disorders (eg, Parkinson Disease), and serious psychotic disorders (eg, schizophrenia). Our goal was to enroll a representative cohort of both HIV+ and HIV− subjects, rather than exclude participants with certain conditions before enrollment. Furthermore, in this study, we limited HIV+ participants to those who were currently taking suppressive ART (plasma viral load ≤50 copies/mL). The most common ART regimens were tenofovir disoproxil fumarate (TDF)–emtricitabine with either efavirenz (n = 13) or atazanavir–ritonavir (n = 9). The most commonly used individual ART drugs were TDF (n = 58), emtricitabine (n = 56), ritonavir (boosting doses, n = 39), efavirenz (n = 19), darunavir (n = 19), lamivudine (n = 18), abacavir (n = 17), atazanavir (n = 13), and raltegravir (n = 11). See Table 1 for other sample characteristics.

T1
TABLE 1.:
Demographic, HIV Disease, Psychiatric, and Substance Use Descriptive Data

Blood from all participants was collected; processed for routine clinical laboratory test results; and stored at −80°C for future analysis. CD4+ T-cell counts were measured by clinical flow cytometry and HIV RNA was measured by RT-PCR (Abbott Diagnostics, lower limit of quantitation ≤50 copies/mL). Plasma cystatin C was measured in stored blood plasma using a quantitative enzyme-linked immunosorbent assay. Soluble CD14 (sCD14) was measured in plasma by enzyme-linked immunosorbent assay as a comparator biomarker (R&D Systems, Minneapolis, MN for both biomarkers). Biomarker precision was ensured by assaying specimens in duplicate and repeating measurements with coefficients of variation greater than 20% or outliers that were more than 4 SDs from the mean; 10% of the assays were also repeated to assess operator and batch consistency. For consistency with published data, cystatin C levels were converted from nanogram per milliliter to milligram per liter.

Self-reported nadir CD4+ count was used unless laboratory values gathered on study were lower than the self-report. AIDS status was determined using Center for Disease Control and Prevention criteria. The Composite International Diagnostic Interview (v2.1)17 was used to diagnose major depressive disorder (MDD) and substance use disorders.

Neurocognitive Functioning

Participants were evaluated using a standardized, comprehensive, neurocognitive test battery assessing 7 domains: verbal fluency, working memory, speed of information processing, verbal and visual learning, delayed recall, executive function, and motor function.18 Test scores were normatively corrected to adjust for age, sex, education, and race, as indicated,19–21 and converted to standard T-scores. Scores were converted to global and domain deficit scores and standard cutoffs applied (≥0.5 global impairment, >0.5 domain impairment).22

Statistical Analyses

Cystatin C values were log10-transformed to improve normality for parametric analyses. Univariate t tests were used to test differences in cystatin C between the HIV+ and HIV− groups as well as in cystatin C between NCI and unimpaired groups. A one-sided P-value <0.05 was regarded as statistically significant and trend-level association was regarded as P-value <0.10. After examination of the association of continuous cystatin C values with NCI, a planned categorical analysis was conducted using a receiver–operator characteristic (ROC) curve to determine the optimal threshold in cystatin C levels relative to NCI in the HIV+ sample. Common covariates that may influence the relationship between cystatin C, HIV status, and NCI were examined using t tests, χ2, and correlation analyses (when appropriate) to determine whether the measures listed in Table 1 were associated with global NCI, cystatin C, or HIV status, including demographic factors (age, sex, and ethnicity/race), HIV disease characteristics (estimated duration of HIV infection, current and nadir CD4+ T-cell count, and AIDS diagnosis), substance use disorder diagnosis (current and lifetime), and MDD diagnosis (current and lifetime). Variables associated with either NCI, cystatin C, or HIV status at P < 0.10 were included as candidate covariates in multivariable modeling.

RESULTS

Sample Characteristics

Demographic and clinical characteristics are summarized in Table 1. Age was comparable between the HIV+ and HIV− groups; however, the 2 groups differed significantly in sex and ethnicity/race with a higher proportion of men and those who identified as white in the HIV+ group. HIV+ participants were more likely to have lifetime or current MDD diagnoses than the HIV− group. The 2 groups did not significantly differ in lifetime or current substance disorder diagnoses. Approximately two-thirds of the HIV+ participants had a diagnosis of AIDS, but most had currently well-controlled disease [average CD4+ cell count of 646 cells/mL (range 6–1606)]. The average estimated duration of HIV disease was 18 years (range 1–31).

Race was associated with cystatin C in the HIV+ sample (P = 0.02) but not in the HIV− sample (P = 0.5): white HIV+ subjects had higher levels of cystatin C than nonwhite subjects. Cystatin C levels also correlated with levels of the comparator biomarker, sCD14, in plasma (r = 0.21, P = 0.02). NCI was associated with sex (P = 0.04) and current MDD diagnosis (P = 0.04) in the HIV+ sample, but not in those without HIV: HIV+ men and those with current MDD were more likely to have NCI than women or those without current MDD, respectively. Thus, candidate covariates for multivariable models included sex, ethnicity/race, and current MDD.

Comparison of Cystatin C Concentration Between HIV+ and HIV− Groups

Plasma cystatin C concentrations were significantly higher in HIV+ than in HIV− participants [mean 0.74 vs. 0.61 mg/L, t(122) = 4.3, P < 0.001, Figure 1]. The comparator biomarker, plasma sCD14, was also higher in HIV+ than in HIV− participants [mean 2220 vs. 1746 pg/mL, t(122) = 3.9, P < 0.001]. Analysis of covariance showed that the main effect of HIV status remained significantly associated with cystatin C after adjusting for sex, race, current MDD, and sCD14 levels (P < 0.01).

F1
FIGURE 1.:
Comparison of cystatin C concentrations and HIV serostatus. HIV+ adults had higher cystatin C concentrations than HIV− adults (mean 0.74 vs. 0.61 mg/L). The graph shows log10-transformed values to better reflect the analyzed data.

Association of Cystatin C With NCI

The proportion of participants with NCI did not significantly differ between the groups (HIV+: 47%, HIV−: 34%, P = 0.20). Among HIV− participants, NCI was not associated with cystatin C levels [t(45) = −0.4, P = 0.70]. Within the HIV+ group, cystatin C concentrations tended to be higher in those with global NCI compared with those who were neurocognitively normal [t(75) = −1.9, d = 0.42, P = 0.055] (Fig. 2A). In comparison, sCD14 levels in plasma did not differ by NCI status among either HIV+ (P = 0.99) or HIV− (P = 0.23) participants.

F2
FIGURE 2.:
A, Comparison of cystatin C concentrations by neurocognitive status within the entire HIV+ group (n = 77) and the subgroup using TDF (n = 58). The dashed line indicates the ROC curve-defined threshold of −0.12 log10 mg/L (0.75 mg/L). Error bars indicate the 10th and 90th percentiles. B, Comparison of cystatin C ROC curve-defined threshold value to neurocognitive impairment among HIV+ participants. Error bars indicate the 95% confidence interval for the impairment estimates.

The planned ROC curve analysis identified 0.75 mg/L as the optimal threshold of cystatin C for NCI in the HIV+ group. The sensitivity (61%) and specificity (66%) of this threshold value were modest, although values ≥0.75 were associated with a nearly 80% increased risk of NCI (relative risk 1.79, P = 0.023). Both continuous and binary cystatin C variables were included as candidate covariates in multivariate modeling, which also included the other candidate covariates noted above. The binary cystatin C variable was more strongly associated with NCI than the continuous variable and remained statistically significant after including other covariates (sex, race/ethnicity, and MDD) in the model (odds ratio for binary cystatin C = 3.0; 95% confidence interval: = 1.1 to 8.5, P = 0.03) (Fig. 2B). Including sCD14 in this model did not significantly reduce the variance in NCI explained by cystatin C.

Within the HIV+ group, cystatin C levels were not statistically significantly associated with impairment in any single neurocognitive domain. Recall and learning had the largest effect sizes (Recall: d = 0.39, P = 0.09; Learning: d = 0.37, P = 0.12). In contrast, comparisons between sCD14 and domain impairment failed to yield any P values less than 0.40.

Secondary Analyses of Tenofovir Use

Considering our results and the risk of kidney dysfunction from TDF,23 we examined the influence of TDF on the relationship between cystatin C and NCI. Although TDF use was not clearly associated with cystatin C levels (P = 0.11), TDF did appear to modify the relationship between cystatin C and NCI; higher cystatin C levels were associated with NCI among participants using TDF (d = 0.74, P = 0.003, Fig. 2A) but not among those using other ART drugs (P = 0.68). Testing the significance of this apparent interaction using logistic regression identified a statistical trend (parameter estimate P value = 0.055). Among TDF users, the relative risk of NCI with cystatin C levels ≥0.75 rose to 2.4 (P = 0.008, Fig. 2B), although the sensitivity (66%) and specificity (72%) only modestly improved.

DISCUSSION

The results of our study confirm prior findings that cystatin C levels differ between HIV+ and HIV− individuals, including in the older, age-matched population assessed in our project. When examining whether cystatin C levels differed by neurocognitive status among our HIV+ participants, we found a medium-size, statistical trend-level elevation in cystatin C among HIV+ persons with NCI compared with those who were neurocognitively normal. Our follow-up analyses used an ROC curve to explore the optimal threshold of cystatin C to predict NCI among older HIV+ persons and showed that older HIV+ subjects with cystatin C levels ≥0.75 mg/L had a 79% increased relative risk of NCI. Cystatin C also was more strongly associated with NCI than a comparator biomarker, sCD14, that has been previously implicated in HIV−associated neurocognitive disorder (HAND).24

Our findings on cystatin C in older adults are consistent with the literature demonstrating pathological cystatin C levels in HIV+ persons. For example, results from the Fat Redistribution and Metabolic Change in HIV Infection study14 found a significantly higher cystatin C level among HIV+ participants compared with HIV− controls even though other biomarkers of kidney function (eg, creatinine) were similar. Similarly, a study by Neuhaus et al also found that cystatin C levels in HIV+ individuals remained elevated during suppressive ART, along with other biomarkers of inflammation (hsCRP, Interleukin-6, and d-dimer).15 In 2013, Cantres-Rosario et al16 also found increased plasma cystatin C levels when comparing HIV+ and HIV− groups. Unlike that group of patients, which was only female and all had a diagnosis of HIV−associated dementia, our cohort contained both HIV+ male and female patients at a time point before the development of HIV−associated dementia. Thus, this is a unique population based on age, sex, and cognitive status.

Cystatin C levels have been previously shown to increase with age,25 and higher cystatin C levels, even within the range of relatively normal kidney function, has been associated with unsuccessful aging (defined as cardiovascular disease, cancer, chronic obstructive pulmonary disease, and decreased physical and cognitive functioning in elderly populations).26 Individuals with high cystatin C are at increased risk to develop cardiovascular disease, physical disability, subclinical brain infarcts, and cerebrovascular events.10,26–28 In the Health, Aging, and Body Composition (HABC) study, high cystatin C level was a better predictor of mortality than chronological age over 13 years of follow-up.26 Higher cystatin C levels within our HIV+ group may indicate increased risk for these adverse outcomes compared with our HIV− group. Within the Fat Redistribution and Metabolic Change in HIV Infection study, HIV+ individuals had a 9-fold increased odds of having a cystatin C level greater than a threshold associated with increased risk for death, cardiovascular and kidney disease.10

The association we found between higher cystatin C concentration and NCI is consistent with previous studies performed with older adults, but has only been recently studied in the context of HIV. In a group of Hispanic HIV+ women, women with HAND trended toward higher plasma cystatin C compared with women without HAND. Cystatin C measured in Cerebrospinal fluid and intracellularly in monocytes was not associated with HAND in this study.16 The study did not evaluate informative threshold values of cystatin C and did not include men or people of other ethnicities. Among HIV− elderly adults from the HABC study, high cystatin C was associated with both worse baseline cognitive scores and incident cognitive decline.26 Within the HABC study, the participants (average age 74 years) in the highest tertile of cystatin C level showed greater cognitive impairment and cognitive decline over 7 years than those in the lower 2 tertiles.12 Interestingly, we found an association between higher cystatin C concentration and NCI within our HIV+ group but no association in the HIV− group. Our HIV− group was both younger (mean age 59.7 years) and had a lower mean cystatin C than the HABC study groups.

Preventing the progression of NCI in HIV+ patients is important because it is associated with earlier mortality29 and lower quality of life. NCI during HIV disease can affect tasks of everyday functioning such as medication adherence, employment status, and ability to drive.30,31 Older HIV+ patients, even while on stable ART, may age prematurely32 and are at increased risk for age-related conditions such as NCI.33 Thus, the observation in our HIV+ individuals approximately in their sixth decade (mean age 58) may reflect those of HIV− adults in their seventh or eighth decades.12 Comparing our findings to the HABC study (mean age 74 years), our HIV sample is showing an association between NCI and cystatin C, on average, 16 years younger. The HIV− participants in our study, although older than 50, may be too young to show the association reported in the literature in older community-dwelling elders.

The findings between cystatin C and NCI in the HIV+ group were most robust with the binary variable defined by the ROC curve. Optimal thresholds of cystatin C for predicting adverse outcomes have been used in several studies.10,34,35 Direct cross-project comparisons are possible but are complicated by differences in neurological outcome measures and by the use of research assays, such as ours, that are not standardized between laboratories. In published studies, threshold values that predicted death and adverse health outcomes were 0.94 mg/L34 and 0.95 mg/L35 and low risk groups being those with cystatin C below 0.89 mg/L.10 In our analysis, only 10 HIV+ participants had cystatin C levels ≥0.95 but the effect size was similar to the one identified by our sample- and outcome-specific ROC curve (relative risk 1.66, P = 0.10, data not shown). Regardless of the exact categorical transformation, multiple studies have now supported that higher cystatin C levels confer greater risk of a spectrum of adverse, aging-related health outcomes, including frailty, cardiovascular disease, and impaired cognition.12,26,36 Our data suggest that plasma cystatin C may be a useful clinical tool in the recognition and management of NCI in adults aging with HIV.

A possible mechanism underlying the association between higher cystatin C and NCI in HIV+ older individuals is the connection several studies have drawn between chronic kidney disease (CKD) and cognitive function. Initially studied as a measurement of kidney function, elevated cystatin C levels have been shown to detect a “preclinical kidney disease” state.10 Several studies have reported cystatin C to have a higher sensitivity for detecting kidney dysfunction than widely used clinical measurements (eg, estimated GFR (eGFR) or creatinine), especially in the setting of chronic disease and aging.9,10,37,38 Thus, elevated cystatin C could reflect the higher prevalence of kidney disease in HIV+ populations observed in other studies,39–41 or other HIV infection–related processes, such as persistent inflammation, could be increasing cystatin C levels. Participants of the Cardiovascular Health Cognition Study who had CKD also had an elevated risk of developing dementia.42 Worse Estimated Glomerular Filtration Rate has also been associated with poorer performance of postmenopausal women on cognitive function tests.43 Cystatin C levels measured from all participants in this study were much lower on average than cutoffs used to classify CKD, but this could be a reflection of the research assay used. Of note, no participants in our analysis had clinically significant renal insufficiency, although a substantial proportion used TDF. The association between cystatin C and NCI solely among TDF users supports a possible renal mechanism and raises questions about whether changing therapy will reverse NCI or whether the association will persist as TDF is replaced by tenofovir alafenamide fumarate.

The association of cystatin C with cognition may also be independent of kidney function. In vitro HIV infection can increase cathepsin B activity. Cathepsin B, a cysteine protein secreted by lysosomes, is neurotoxic and can lead to apoptosis, inflammation, and neurodegeneration in macrophages. Cystatin C along with cystatin B are direct inhibitors of cathepsin B and also rise during HIV infection in response to increased cathepsin B activity.8 Cystatin C can also colocalize with beta amyloid in the brains of patients with Alzheimers disease44 and elevated cystatin C has also been associated with structural brain changes, especially small vessel disease and gray matter atrophy in elders.45 Our group has recently shown that the presence of mild cerebral small vessel disease in the brains of persons dying with HIV disease is associated with impaired neurocognitive functioning before death.46

Limitations of this study include the cross-sectional design and the relatively small sample size. By design, our study lacked younger HIV− and HIV+ groups. Although this precluded comparisons in these groups, we attempted to address this by comparing our findings with previously published data. The impact of cystatin C on longitudinal cognitive change in the setting of HIV remains unclear, and this longitudinal effect would have to be proven before cystatin C be used clinically. Cystatin C was not associated with impairments in any specific neurocognitive domain, which may be attributed to a more systemic effect of cystatin C or our relatively small sample size. Because research biomarker assays can vary between manufacturers, batches, and laboratories, comparing the exact cystatin C values with other projects is difficult. Despite this, our findings are consistent with those previously reported in HIV− cohorts or with different outcomes.

Cystatin C could be a useful clinical tool to identify HIV+ persons with increased risk for cognitive decline. As the proportion of HIV+ persons in older age groups grows, clinically relevant biomarkers of pathologic and successful aging are important to identify. An essential component of successful aging is intact cognitive functioning. Blood biomarkers such as cystatin C, if confirmed to be associated with neurocognition in those living with HIV, may be highly clinically relevant especially because the assay is inexpensive and easily performed. Future research of cystatin C as a risk factor of neurocognitive decline in aging HIV+ adults would benefit from larger cohorts with a broader age range, longitudinal examinations, and mechanistic studies.

ACKNOWLEDGMENTS

*The San Diego HIV Neurobehavioral Research Center (HNRC) group is affiliated with the University of California, San Diego, the Naval Hospital, San Diego, and the Veterans Affairs San Diego Healthcare System, and includes: Director: Robert K. Heaton, PhD, Co-Director: I.G.; Associate Directors: J. Hampton Atkinson, MD, R.J.E., and S.L.L.; Center Manager: Thomas D. Marcotte, PhD; Jennifer Marquie-Beck, M.P.H.; Melanie Sherman; Neuromedical Component: R.J.E. (P.I.), S.L.L., J. Allen McCutchan, MD, Brookie Best, PharmD, Rachel Schrier, PhD, Debra Rosario, M.P.H.; Neurobehavioral Component: Robert K. Heaton, PhD (P.I.), J. Hampton Atkinson, MD, Steven Paul Woods, PsyD, Thomas D. Marcotte, PhD, Mariana Cherner, PhD, D.J.M., Matthew Dawson; Neuroimaging Component: Christine Fennema-Notestine, PhD (P.I.), Monte S. Buchsbaum, MD, John Hesselink, MD, Sarah L. Archibald, MA, Gregory Brown, PhD, Richard Buxton, PhD, Anders Dale, PhD, Thomas Liu, PhD; Neurobiology Component: Eliezer Masliah, MD (P.I.), Cristian Achim, MD, PhD; Neurovirology Component: David M. Smith, MD (P.I.), Douglas Richman, MD; International Component: J. Allen McCutchan, MD, (P.I.), Mariana Cherner, PhD; Developmental Component: Cristian Achim, MD, PhD; (P.I.), Stuart Lipton, MD, PhD; Participant Accrual and Retention Unit: J. Hampton Atkinson, MD (P.I.), Jennifer Marquie-Beck, M.P.H.; Data Management and Information Systems Unit: Anthony C. Gamst, PhD (P.I.), Clint Cushman; Statistics Unit: Ian Abramson, PhD (P.I.), Florin Vaida, PhD (Co-PI), Reena Deutsch, PhD, Anya Umlauf, MS.

REFERENCES

1. Centers for Disease Control and Prevention. HIV Surveillance Report, 2010; Vol. 22. 2012. Available at: http://www.cdc.gov/hiv/topics/surveillance/resources/reports/. Accessed May 10, 2016.
2.Older Americans: The Changing Face of HIV/AIDS in America, United States Senate Special Committee on Aging, 18 September 2013. Available at: http://www.aging.senate.gov/hearings/older-americans-the-changing-face-of-hiv/aids-in-america. Accessed May 10, 2016.
3. Wendelken LA, Valcour V. Impact of HIV and aging on neuropsychological function. J Neurovirol. 2012;18:256–263.
4. Heaton RK, Franklin DR, Deutsch R, et al. Neurocognitive change in the era of HIV combination antiretroviral therapy: the longitudinal CHARTER study. Clin Infect Dis. 2015;60:473–480.
5. Valcour VG, Shikuma CM, Watters MR, et al. Cognitive impairment in older HIV-1-seropositive individuals: prevalence and potential mechanisms. AIDS. 2004;18(suppl 1):S79–S86.
6. Becker JT, Lopez OL, Dew MA, et al. Prevalence of cognitive disorders differs as a function of age in HIV virus infection. AIDS. 2004;18(suppl 1):S11–S18.
7. Tenstad O, Roald AB, Grubb A, et al. Renal handling of radiolabelled human cystatin C in the rat. Scand J Clin Lab Invest. 1996;56:409–414.
8. Rodriguez-Franco EJ, Cantres-Rosario YM, Plaud-Valentín M, et al. Dysregulation of macrophage-secreted cathepsin B contributes to HIV-1-linked neuronal apoptosis. PLoS One. 2012;7:e36571.
9. Odden MC, Chertow GM, Fried LF, et al. Cystatin C and measures of physical function in elderly adults: the health, aging, and Body composition (HABC) study. Am J Epidemiol. 2006;164:1180–1189.
10. Shlipak MG, Katz R, Sarnak MJ, et al. Cystatin C and prognosis for cardiovascular and kidney outcomes in elderly persons without chronic kidney disease. Ann Intern Med. 2006;145:237–246.
11. Swindell WR, Cummings SR, Sanders JL, et al. Data mining identifies digit symbol substitution test score and serum cystatin C as dominant predictors of mortality in older men and women. Rejuvenation Res. 2012;15:405–413.
12. Yaffe K, Lindquist K, Shlipak MG, et al. Cystatin C as a marker of cognitive function in elders: findings from the health ABC study. Ann Neurol. 2008;63:798–802.
13. Alosco ML, Spitznagel MB, Strain G, et al. The effects of cystatin C and alkaline phosphatase changes on cognitive function 12-months after bariatric surgery. J Neurol Sci. 2014;345:176–180.
14. Odden MC, Scherzer R, Bacchetti P, et al. Cystatin C level as a marker of kidney function in human immunodeficiency virus infection: the FRAM study. Arch Intern Med. 2007;167:2213–2219.
15. Neuhaus J, Jacobs DR, Baker JV, et al. Markers of inflammation, coagulation, and renal function are elevated in adults with HIV infection. J Infect Dis. 2010;201:1788–1795.
16. Cantres-Rosario Y, Plaud-Valentín M, Gerena Y, et al. Cathepsin B and cystatin B in HIV-seropositive women are associated with infection and HIV-1-associated neurocognitive disorders. AIDS. 2013;27:347–356.
17. Wittchen H-U. Reliability and validity studies of the WHO-Composite International Diagnostic Interview (CIDI): a critical review. J Psychiatr Res. 1994;28:57–84.
18. Heaton RK, Franklin DR, Ellis RJ, et al. HIV-associated neurocognitive disorders before and during the era of combination antiretroviral therapy: differences in rates, nature, and predictors. J Neurovirol. 2011;17:3–16.
19. Heaton RK. Revised Comprehensive Norms for an Expanded Halstead-Reitan Battery. Lutz, FL: Psychological Assessment Resources, Inc.; 2004. Available at: http://www4.parinc.com/Products/Product.aspx?ProductID=RCNAAC.
20. Heaton RK, Taylor MJ. Demographic effects and use of demographically corrected norms with the WAIS-III and WMS-III. In: Clinical Interpretation of the WAIS-III and WMS-III. Amsterdam, The Netherlands: Elsevier; 2003:181–210.
21. Norman MA, Moore DJ, Taylor M, et al. Demographically corrected norms for African Americans and Caucasians on the hopkins verbal learning test-revised, brief visuospatial memory test-revised, stroop color and word test, and Wisconsin card sorting test 64-Card version. J Clin Exp Neuropsychol. 2011;33:793–804.
22. Blackstone K, Moore DJ, Franklin DR, et al. Defining neurocognitive impairment in HIV: deficit scores versus clinical ratings. Clin Neuropsychol. 2012;26:894–908.
23. Viread (tenofovir disoproxil fumarate) [package insert]. Foster City, CA: Gilead Sciences; 1–52. Available at: HYPERLINK http://www.gilead.com/~/media/Files/pdfs/medicines/liver-disease/viread/viread_pi.pdfhttp://www.gilead.com/~/media/Files/pdfs/medicines/liver-disease/viread/viread_pi.pdf. Accessed May 10, 2016.
24. Ancuta P, Kamat A, Kunstman KJ, et al. Microbial translocation is associated with increased monocyte activation and dementia in AIDS patients. PLoS One. 2008;3:e2516.
25. Odden MC, Tager IB, Gansevoort RT, et al. Age and cystatin C in healthy adults: a collaborative study. Nephrol Dial Transpl. 2010;25:463–469.
26. Sarnak MJ, Katz R, Fried LF, et al. Cystatin C and aging success. Arch Intern Med. 2008;168:147–153.
27. Ni L, Lü J, Hou LB, et al. Cystatin C, associated with hemorrhagic and ischemic stroke, is a strong predictor of the risk of cardiovascular events and death in Chinese. Stroke. 2007;38:3287–3288.
28. Seliger SL, Longstreth WT, Katz R, et al. Cystatin C and subclinical brain infarction. J Am Soc Nephrol. 2005;16:3721–3727.
29. Ellis RJ, Deutsch R, Heaton RK, et al. Neurocognitive impairment is an independent risk factor for death in HIV infection. San Diego HIV Neurobehavioral Research Center Group. Arch Neurol. 1997;54:416–424.
30. Heaton RK, Marcotte TD, Mindt MR, et al. The impact of HIV-associated neuropsychological impairment on everyday functioning. J Int Neuropsychol Soc. 2004;10:317–331.
31. Thames AD, Arentoft A, Rivera-Mindt M, et al. Functional disability in medication management and driving among individuals with HIV: a 1-year follow-up study. J Clin Exp Neuropsychol. 2013;35:49–58.
32. Guaraldi G, Orlando G, Zona S, et al. Premature age-related comorbidities among HIV-infected persons compared with the general population. Clin Infect Dis. 2011;53:1120–1126.
33. Heaton RK, Clifford DB, Franklin DR, et al. HIV-associated neurocognitive disorders persist in the era of potent antiretroviral therapy: CHARTER Study. Neurology. 2010;75:2087–2096.
34. Foley RN, Wang C, Collins AJ. Cystatin C, mortality risk and clinical triage in US adults: threshold values and hierarchical importance. Nephrol Dial Transpl. 2011;26:1831–1837.
35. Wu C-K, Lin J-W, Caffrey JL, et al. Cystatin C and long-term mortality among subjects with normal creatinine-based estimated glomerular filtration rates: NHANES III (Third National Health and Nutrition Examination Survey). J Am Coll Cardiol. 2010;56:1930–1936.
36. Shlipak MG, Sarnak MJ, Katz R, et al. Cystatin C and the risk of death and cardiovascular events among elderly persons. N Engl J Med. 2005;352:2049–2060.
37. Murray AM, Barzilay JI, Lovato JF, et al. Biomarkers of renal function and cognitive impairment in patients with diabetes. Diabetes Care. 2011;34:1827–1832.
38. Perkins BA, Nelson RG, Ostrander BEP, et al. Detection of renal function decline in patients with diabetes and normal or elevated GFR by serial measurements of serum cystatin C concentration: results of a 4-year follow-up study. J Am Soc Nephrol. 2005;16:1404–1412.
39. Gupta SK, Mamlin BW, Johnson CS, et al. Prevalence of proteinuria and the development of chronic kidney disease in HIV-infected patients. Clin Nephrol. 2004;61:1–6.
40. Gardner LI, Holmberg SD, Williamson JM, et al. Development of proteinuria or elevated serum creatinine and mortality in HIV-infected women. J Acquir Immune Defic Syndr. 2003;32:203–209.
41. Gupta SK, Eustace JA, Winston JA, et al. Guidelines for the management of chronic kidney disease in HIV-infected patients: recommendations of the HIV Medicine Association of the Infectious Diseases Society of America. Clin Infect Dis. 2005;40:1559–1585.
42. Seliger SL, Siscovick DS, Stehman-Breen CO, et al. Moderate renal impairment and risk of dementia among older adults: the Cardiovascular Health Cognition Study. J Am Soc Nephrol. 2004;15:1904–1911.
43. Kurella M, Yaffe K, Shlipak MG, et al. Chronic kidney disease and cognitive impairment in menopausal women. Am J Kidney Dis. 2005;45:66–76.
44. Sastre M, Calero M, Pawlik M, et al. Binding of cystatin C to Alzheimer's amyloid beta inhibits in vitro amyloid fibril formation. Neurobiol Aging. 2004;25:1033–1043.
45. Riverol M, Becker J, Lopez O, et al. Cystatin C predicts changes in brain structure and cognition in the elderly (P02.063). Neurology. 2012;78 (Meeting Abstracts 1):P02.063–P02.063.
46. Soontornniyomkij V, Umlauf A, Chung SA, et al. HIV protease inhibitor exposure predicts cerebral small vessel disease. AIDS. 2014;28:1297–1306.
Keywords:

HIV/AIDS; biomarkers; cognition; aging

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