1. Introduction
HIV-associated neurocognitive impairment (NCI) remains common among people with HIV (PWH), despite suppressive combination antiretroviral therapy (ART) [
1]. The pathogenesis of NCI in PWH is multifactorial, with contributions from chronic inflammation, vascular risk factors, substance use, and an impaired gut mucosal barrier, as well other factors [
2,
3,
4,
5]. Despite extensive research, however, the mechanisms driving development of NCI, particularly in virally suppressed PWH, remain incompletely defined.
Ferroptosis, a regulated form of cell death due to iron-mediated lipid peroxidation, is an emerging pathophysiologic mechanism in a growing number of chronic inflammatory conditions, including neurocognitive disorders [
6,
7]. HIV and inflammation dysregulate iron transport, which is essential for mitochondrial energy production, myelination, and neurotransmitter homeostasis in the brain [
8]. Ferritin, the primary iron storage protein in humans, is a macromolecule composed of heavy-chain (Fth-1) and light-chain (Ftl) subunits in proportions that vary by tissue type [
9]. The proteins Fth-1 and Ftl are major antioxidants by virtue of their iron-binding functions; Fth-1 also has mitochondria-protective, immune-modulating, and tissue iron-delivery roles [
9,
10,
11]. Both ferritin subunits inhibit ferroptosis by sequestering iron in a nonreactive form [
12,
13,
14,
15]. We recently showed that higher cerebrospinal fluid (CSF) levels of Fth-1, the ferroxidase-containing ferritin subunit, predict better neurocognitive performance in PWH over 3 years of follow-up [
10]. Fth-1 is a major source of iron for mature oligodendrocytes via the oligodendrocyte receptor, T-cell Immunoglobulin and Mucin domain-1 (Tim-1) [
16]. Recent studies suggest important differences in utilization of iron transport proteins such as Fth-1 for iron delivery to the brain between males and females [
17,
18]. The purpose of this study was to test the hypotheses that higher circulating Fth-1 and/or Ftl are associated with better neurocognitive function in PWH in a sex-specific manner, independent of inflammation and other known risk factors for NCI. In keeping with their iron-delivery and anti-ferroptosis roles, we also explored associations of Fth-1 and Ftl with anemia and isoprostanes (specific markers of in vivo oxidative stress) in PWH.
2. Participants and Methods
2.1. Study Design, Participants, and Outcome Measures
The Advancing Clinical Therapeutics Globally (ACTG) A5322 Study (HAILO, the Human Immunodeficiency Virus [HIV] Infection, Aging, Immune Function Long-Term Observational Study) was a prospective observational study, which enrolled 1035 middle-aged and older PWH (aged ≥40 years at enrollment) in 2013 and 2014 and followed them through 2021. The present analysis included a subset of 324 HAILO Study participants with serial neurocognitive assessments and pre-existing data on biomarkers of inflammation. Detailed information on clinical and HIV disease variables was collected, as described previously [
19]. Data on participant gender identification were not available at the time of this study, though collected later. Neurocognitive function was assessed using the ACTG Study A5001 NeuroScreen at entry and every 48 weeks for up to 288 weeks [
20]. The NeuroScreen included the following tests: Trail-Making A (TMA); Trail-Making B (TMB), the Wechsler Adult Intelligence Scale-Revised Digit Symbol (DSY) test, and Hopkins Verbal Learning test (HVLT); 5 participants lacked complete neurocognitive test score data and were not evaluable, since their NCI status could not be determined. Neurocognitive performance was summarized as a mean z-score, the NPZ-4, which incorporates normative adjustments for age, biological sex (referred to henceforth as
men if male at birth, or
women if female at birth), self-reported race, ethnicity, and education, as well as practice effects, and represents the average score across all 4 ability domains. NCI was defined as at least one z-score ≥2 standard deviations (SD) below the mean, or at least two z-scores ≥1 SD below the mean on separate tests within the NeuroScreen, which was previously validated against a comprehensive neuropsychological battery [
21].
2.2. Biomarker Quantification
Fth-1 and Ftl levels were quantified in serum from baseline (entry) visits by enzyme-linked immunosorbent assay (ELISA). Commercially available ELISA kits from LSBioTM were used to measure serum Fth-1 and Ftl (Human Fth-1 ELISA kit, catalog #LS-F22867; Human Ftl ELISA kit and catalog #LS-F21824), according to the manufacturer’s protocol. In brief, 100 µl of standard, control, or diluted participant samples were added, in duplicate, to ELISA plates pre-coated with capture antibody (anti-Fth-1 or anti-Ftl) and incubated at 37oC for 90 minutes. Each well was aspirated and incubated with 100 µl of 1x biotinylated detection antibody for 1 hour at 37oC, followed by rinsing the wells 3 times with buffer. To each well, 100 µl of 1X HRP conjugate/1X ABC complex were added, followed by incubation at 37oC for 30 minutes and repeat rinsing of wells with buffer. Then, 90 µl of TMB (3,3',5,5'-Tetramethylbenzidine) substrate were added, and the wells were incubated at 37oC for 15 minutes; the reaction was stopped with 90 µl of stop solution and the optical density read at 450 nm.
Levels of IL-6, soluble tumor necrosis factor receptor-II (sTNFR-II), and soluble CD163 (sCD163) were previously quantified in entry plasma from A5322 Study participants using commercial ELISA assays (R&D Systems, Minneapolis, MN, US).
Isoprostanes are the most specific and sensitive markers of in vivo oxidative stress currently available, and their levels are more stable in urine compared to serum (or plasma), due to ex vivo autoxidation of arachidonic acid in the latter [
22,
23]. Among the various isoprostanes generated
in vivo, the 5-series and particularly 15-series F
2-isoprostanes are among the most abundant [
24]. We therefore quantified 5-series and 15-series F
2-isoprostanes in urine samples at entry by gas chromatography/mass spectrometry at the Vanderbilt University Eicosanoid Core Laboratory, using established protocols [
24]. Since isoprostanes are renally excreted, urinary F
2-isoprostane (uF
2-IsoPs) levels were adjusted for renal function (serum creatinine) prior to analyses.
2.3. Statistical Methods
Biomarker levels were summarized as medians (interquartile ranges), if skewed, or as means (SD), when normally distributed. Variables at entry were compared using Pearson’s Chi-square test (if categorical) or the Wilcoxon Rank Sum test (if continuous). Biomarker values were log-transformed to improve normality. Fth-1 and Ftl relationships to biomarkers of inflammation were evaluated by non-parametric (Spearman’s) correlations. Multiple linear regression models were used to assess associations of Fth-1 and Ftl levels with NPZ-4, TMA, TMB, DSY and HVLT scores and estimate adjusted β-coefficients and their 95% confidence intervals (95% CIs). Logistic regression models were used to assess biomarker associations with global NCI at entry and estimate odds ratios and their 95% CIs, adjusting for influential covariates, as described below. Longitudinal associations of iron biomarkers with neurocognitive function over time were determined using generalized estimation equations, adjusting for the following factors at entry: age, nadir CD4<200/μl, inflammation (IL-6, sTNFR-II, sCD163), anemia, education, race, ethnicity, and comorbidity burden ± sex. To facilitate the plotting of results from these analyses, adjusted β-estimates for predicted adjusted changes in neurocognitive test scores over time were calculated for participants with ferritin biomarker levels above vs. below the median.
ACTG Study A5322 entry-visit variables evaluated as covariates included: age, biological sex, self-reported race (black or non-Hispanic white), Hispanic ethnicity, education, plasma HIV RNA (copies/mL), nadir CD4+ T-cell count, anemia (defined by sex-specific criteria as yes/no: hemoglobin (hgb)<12 mg/dL in females and hgb<13.5 mg/dL in males), hepatitis C virus (HCV) serostatus, current efavirenz use, and comorbidity burden (0 to ≥4). Previously measured IL-6, sTNFR-II, and sCD163 levels, converted to z-scores, were also evaluated. At least two of these markers (sTNFR-II and sCD163) were included in all regression models, since ferritins are acute-phase proteins and their levels generally increase with inflammation/immune activation [
25,
26,
27]; IL-6 was included only if associated with the outcome variable with
p<0.05 (
i.e., for TMA and DSY scores). HIV-associated non-AIDS comorbidities included cancer, diabetes, cardiovascular or cerebrovascular disease (
e.g., myocardial infarction, hypertension, transient ischemic attack, or stroke), chronic kidney disease, HCV status, and bone fractures. With the exception of age, inflammation, and anemia, which were forced into all models due to their particularly strong influence on iron metabolism and association with neurocognitive function in PWH [
28,
29], other covariates with
p≤0.10 in univariate analyses were included in final multivariable models of neurocognitive outcomes in the entire sample or in men (81% of the sample). Models confined to women (N=61) included only age, ethnicity, comorbidity burden, anemia, and a single inflammation marker as covariates. (Additional adjustment for HCV status, nadir CD4, and efavirenz use did not alter results in women, so these variables were omitted to avoid overfitting and optimize power.) Interaction effects by sex (Ftl-by-sex and Fth-1-by-sex) were tested by including a multiplicative interaction term in multivariable models of global cognitive performance. A two-sided
alpha of 0.05 was used to determine significance.
To evaluate effects at the extremes of biomarker distributions and account for possible threshold effects
in vivo, Fth-1 and Ftl were also evaluated as quartiles (
e.g., quartile 4 vs. quartile 1) [
10]. Finally, potential mechanisms for observed associations were explored by testing univariate biomarker associations with anemia in logistic regression models, and with uF
2-isoPs by linear regression or Spearman (nonparametric) correlations. Plots were generated with GraphPad Prism 9. STATA (
version 17, StataCorp, College Station, TX, USA) was used to perform all statistical analyses.
4. Discussion
We previously reported that higher levels of the antioxidant iron-binding and iron-delivery protein Fth-1 in CSF were associated with better neurocognitive performance over time in PWH, independent of known contributors, such as comorbidity and CSF inflammation [
10]. CSF sampling is invasive and impractical for disease monitoring in ambulatory PWH, however, so this study sought to determine whether similar relationships exist between neurocognitive function and circulating Fth-1, or the functionally distinct light-chain ferritin subunit, Ftl. This study confirms and extends our prior findings in a separate HIV population, by showing that higher serum Fth-1 and Ftl levels are associated with reduced NCI and better global neurocognitive function (NPZ-4 scores), particularly in women. Importantly, consistent findings were observed in virally suppressed PWH. Furthermore, scores on specific neurocognitive domain tests were better in study participants with higher serum Ftl and to a lesser extent, higher Fth-1 levels. Significant multiplicative Ftl-by-sex and Fth-1-by-sex interaction effects on overall neurocognitive performance and in some ability domains were also observed.
Iron is required for numerous biological processes in the brain and its homeostatic regulation is critical for brain health [
10,
30,
31]. Moreover, iron metabolism is dysregulated by HIV infection [
32]. These changes are accompanied by increases in nonspecific markers of inflammation, and increased levels of hepcidin, a pro-inflammatory iron-regulatory peptide hormone [
32,
33]; hence, careful adjustment for inflammation is key to establishing a role for iron transport in chronic inflammatory disorders. Biomarkers of inflammation (sTNFR-II and sCD163, with or without IL-6, measured in plasma at entry) were therefore included as covariates in our analyses. Inflammation has known adverse effects on neurocognitive function, whereas Fth-1 and Ftl were associated with better neurocognitive test scores and less NCI and were unrelated to inflammation in our study population, so the observed associations are not explained by the fact that they are acute-phase proteins. Persistent or stronger effects in the highest vs. lowest quartiles of both biomarkers with neurocognitive performance in PWH, and sustained differences over time in NPZ-4 scores between groups with biomarker levels higher vs. lower than the median, also indicate robust findings.
Neurocognitive impairment in PWH has been linked to thinning of the corpus callosum, reduced structural integrity of myelin, and white matter (or myelin) damage in the brain [
34,
35,
36,
37]. Preservation of oligodendrocyte differentiation and function is essential for normal myelination and re-myelination, processes which require a steady supply of iron; oligodendrocytes are the most iron-laden cell type in the CNS [
38,
39]. Mature oligodendrocytes lack transferrin receptors, however, and they are unable to import transferrin-bound iron as all other cells do; these cells take up iron via Fth-1, which binds the oligodendrocyte Tim-1 receptor [
16]. Fth-1 also competes for binding to Tim-1 with an oligodendrocyte toxin released by HIV-infected T-cells, semaphorin 4a; hence, higher Fth-1 levels may also limit viral-mediated myelin damage by promoting oligodendrocyte survival [
16]. Ferritin (particularly Fth-1) released from oligodendrocytes, microglia, and astrocytes also augments the antioxidant defenses of neighboring cells, and release of trophic Fth-1 may be reduced in HIV infection [
40,
41,
42]. Glial activation by HIV may inhibit Fth-1 release, reducing iron bioavailability [
42,
43,
44] and promoting functional iron deficiency in the brain, particularly in oligodendrocytes [
45]. Reduced iron availability for glia and neurons, which have high metabolic demands for this micronutrient, could contribute to HIV neuropathogenesis and NCI. Previous studies have shown that deletion of Fth-1 in oligodendrocytes in mice results in diminished remyelination [
46]. A similar role in iron delivery and oligodendrocyte health has not been identified for Ftl, but like Fth-1, this subunit is critical for antioxidant defense and may also have an immunomodulatory role [
41,
47,
48].
Oxidative stress is a major contributor to neurodegenerative disorders, including HIV-associated NCI [
49,
50,
51], and a significant proportion of oxidative brain injury in vivo may occur via the process of ferroptosis [
52]. Ferroptosis, first described in 2012, is a highly regulated form of programmed cell death due to iron-mediated lipid peroxidation [
53]. Ferroptosis has emerged as a novel mechanism in chronic human diseases and is implicated in viral neuropathogenesis [
54,
55,
56]. Excess or non-protein-bound iron promotes the formation of highly reactive hydroxide radicals, lipid hydroperoxides, and other reactive oxygen/nitrogen species (ROS) via Fenton chemistry; these ROS directly damage biological macromolecules and cell-membrane constituents, including lipids, proteins and DNA [
30,
57,
58]. The lipid-rich brain (including myelin) is especially susceptible to ferroptosis. Iron must therefore be tightly compartmentalized and maintained in a non-reactive state, primarily by sequestration within ferritins [
9,
14,
30]. The synthesis of both Fth-1 and Ftl is upregulated under oxidative stress, and overexpression of Fth-1 and Ftl reduces accumulation of ROS in response to an oxidative challenge [
30,
59]. Recent studies have established Fth-1 and Ftl as important negative regulators of ferroptosis [
60,
61]. In this study, higher levels of Fth-1 and particularly Ftl were associated in women with lower levels of both 5- and 15-series uF
2-isoPs, highly specific biomarkers of lipid peroxidation in vivo [
22]. Although these relationships were only correlative, the results suggest that higher levels of these ferritins may prevent neurocognitive decline in PWH by suppressing lipid peroxidation and ferroptosis
in vivo, which would be expected to protect oligodendrocytes and reduce white matter injury [
39,
62]. By contrast, higher Fth-1 levels in all PWH in our study were strongly associated with reduced anemia, another key contributor to NCI in this population [
29,
63,
64]. We speculate that Ftl may be more important for suppressing lipid peroxidation, while Fth-1 primarily prevents anemia and preserves iron delivery to myelinating oligodendrocytes in the setting of functional iron deficiency [
10,
63,
65]. Overall, our findings in PWH are consistent with a recent study by Kannan et al, which demonstrated that the HIV Tat protein increases intracellular labile iron, lipid oxidation, and ferroptosis in mouse primary microglia in vitro and induces Fth-1. In that study, expression of ferroptosis markers was significantly altered in the brains of HIV-1-transgenic rats, as well as in autopsy brain tissues from PWH [
66].
The observed sex differences in Ftl and Fth-1 effects on neurocognitive function require deeper investigation. Recent studies suggest emerging sex differences in brain iron transport and accumulation, and in associations between brain iron and neurocognitive function [
18,
67,
68,
69,
70]. Whether women with HIV differ in their vulnerability to HIV-mediated cognitive dysfunction remains controversial [
71,
72]. We found that neuroprotective associations of Ftl and Fth-1 were most prominent in women: stronger relationships of these biomarkers to reduced anemia and lower uF
2-isoPs in women may partly explain the sex differences, particularly if oxidative-stress mechanisms are more important for HIV neuropathogenesis in women or specifically impact female reproductive fitness. Studies of other iron-metabolic markers, including the master iron-regulatory and pro-inflammatory hormone hepcidin and its regulator, erythroferrone, may provide further insights [
73].
This study has several limitations worth noting, particularly the small number of women. Women have historically been underrepresented in HIV observational studies, however, and these findings require confirmation in more women with HIV [
74]. Our studies of other iron-related biomarker associations with NCI among PWH have included too few women to explore sex differences [
10,
75,
76]. Here, we detected strong associations in women despite limited power, while we were unable to detect any associations in men despite ample numbers of men in the study. The finding of sex-specific associations that were consistent in direction for both ferritins and across all of our analyses (of global NCI, domain-specific NCI, and continuous measures of neurocognitive function) also supports the validity of these results. Secondly, the interpretation of serum ferritin associations with NCI requires caution: both Fth-1 and Ftl, which cross the blood-brain barrier, have the potential to contribute to ferroptosis via dysregulated ferritinophagy (autophagy of ferritin) and release of intracellular iron [
77], and it is unclear how serum ferritin levels relate to CSF or brain ferritin levels; simultaneous CSF Fth-1 and Ftl measurements for comparison to serum values were not possible in this sample. Another potential weakness is the lack of adjustment for substance use in our analyses. However, no participants reported current or active substance use, and we have not found substance use to be a significant confounder in our previous studies of these iron biomarkers; we would not expect past substance use to have altered measured iron biomarkers [
10]. While iron-containing supplement or multivitamin use could potentially have affected our results, iron was not listed as a medication for any participants in this study. Finally, only later versions of the HAILO Study ascertained depression, and as our covariate adjustments were necessarily limited in women, our analyses did not adjust for depression as a covariate. Depression overlaps with NCI in PWH and may relate to iron status and/or ferroptosis [
78,
79]. We therefore cannot exclude the possibility of residual confounding by comorbidities such as depression and substance use.
Author Contributions
Conceptualization, A.R.K.; Methodology, H.K., R.K.A.; Validation, H.K., R.K.A., A.R.K.; Formal Analysis, A.R.K., H.K., W.S.B.; Investigation, R.K.A., H.K.; Resources, K.W., S.L.K., R.C.K., K.M.E., R.J.B., B.O.T., K.M.E., K.K.T., R.J.E., F.J.P.; Data Curation, H.K., R.K.A., A.R.K.; Writing – Original Draft Preparation, R.K.A., A.R.K.; Writing – Review & Editing, A.R.K., R.K.A. H.K., K.M.E., K.K.T., R.J.E., R.J.B., B.O.T., F.J.P., R.C.K., C.O.H., S.L.K., J.R.S.; Visualization, R.K.A., H.K.; Supervision, A.R.K.; W.S.B.; Project Administration, A.R.K. Funding acquisition, A.R.K.