Abstract
Background:
Identification of new genetic variants that modify Alzheimer’s disease (AD) risk will elucidate novel targets for curbing the disease progression or delaying symptom onset.
Objective:
To examine whether the functionally advantageous KLOTHO gene KL-VS variant attenuates age-related alteration in cerebrospinal fluid (CSF) biomarkers or cognitive function in middle-aged and older adults enriched for AD risk.
Methods:
Sample included non-demented adults (N = 225, mean age = 63±8, 68% women) from the Wisconsin Registry for Alzheimer’s Prevention and the Wisconsin Alzheimer’s Disease Research Center who were genotyped for KL-VS, underwent CSF sampling and had neuropsychological testing data available proximal to CSF draw. Covariate-adjusted multivariate regression examined relationships between age group (Younger versus Older; mean split at 63 years), AD biomarkers, and neuropsychological performance tapping memory and executive function, and whether these relationships differed between KL-VS non-carriers (KL-VSNC) and heterozygote (KL-VSHET).
Results:
In the pooled analyses, older age was associated with higher levels of total tau (tTau), phosphorylated tau (pTau), and their respective ratios to amyloid-β (Aβ)42 (ps ≤ 0.002), and with poorer performance on neuropsychological tests (ps ≤ 0.001). In the stratified analyses, KL-VSNC exhibited this age-related pattern of associations with CSF biomarkers (all ps ≤ 0.001), and memory and executive function (ps ≤ 0.003), which were attenuated in KL-VSHET (ps ≥ 0.14).
Conclusion:
Worse memory and executive function, and higher tau burden with age were attenuated in carriers of a functionally advantageous KLOTHO variant. KL-VS heterozygosity seems to be protective against age-related cognitive and biomolecular alterations that confer risk for AD.
INTRODUCTION
Age is the single biggest risk factor for developing Alzheimer’s disease (AD) [1]. Currently the sixth leading cause of death in the developed world [2], AD is a progressive, irreversible, and debilitating neuro-logical disorder of old age, marked clinically by memory loss and neuropathologically by accumulation of plaques and tangles in the brain [3]. No effective treatments are currently available. With the mean population age steadily rising and the personal and socioeconomic costs of AD mounting, it is imperative to identify approaches that prevent, delay, or treat the disease.
The long-standing belief that dementia, and the accumulation of its pathognomonic brain lesions, is an inevitable consequence of aging has been challenged on multiple fronts. We now know that it is possible to age successfully [4], that not all individuals at genetic risk develop AD [5], and that even many individuals with AD neuropathology are able to maintain high levels of cognitive function well into old age [6, 7]. This has shifted the focus from risk factors onto potentially protective or compensatory mechanisms, and thereby on prevention of disability and disease [8].
Klotho is a transmembrane protein and longevity factor [9, 10]. Two KLOTHO single nucleotide polymorphisms (rs9536314 and rs9527025) segregate to form a functional haplotype, KL-VS, that modulates klotho secretion in humans [11 –13]. Several recent meta-analyses indicated a significant association of KL-VS heterozygosity (KL-VSHET), which is the functionally advantageous KLOTHO genotype, with various favorable outcomes including longevity, and better cardiovascular health and cognitive function [12 –18]. It remains largely unknown whether favorable outcomes related to KL-VSHET within the context of normal aging extend to those at risk for developing neurogenerative disease, and specifically AD. The emerging literature linking KL-VSHET to AD biomarkers suggests evidence for reduced amyloid-β (Aβ) burden [11, 19] and lower AD risk [19] among APOE ɛ4 carriers. In this report, we extend these investigations of the protective role of KL-VSHET to measures of tau in cerebrospinal fluid (CSF), as well as episodic memory and executive function, given their sensitivity to incipient AD [20].
Specifically, we leveraged data from risk-enriched, late-middle-aged adults from the Wisconsin Registry for Alzheimer’s Prevention (WRAP) and the Wisconsin Alzheimer’s Disease Research Center (W-ADRC) to examine whether KLOTHO confers resilience against age-related changes in 1) CSF biomarkers of AD and 2) cognition. We predicted that the expected adverse effect of age on both cognitive performance and AD CSF biomarkers will be attenuated in carriers of the functionally advantageous genotype of KLOTHO, i.e., KL-VSHET.
METHODS
Participants
The current sample is comprised of 225 cognitively normal adults (age range 45–65 at study entry; 68% female) who are enrolled in either WRAP [19] or the W-ADRC’s IMPACT (
Genotyping
DNA was extracted from blood using the PUREGENE DNA Isolation Kit (Gentra Systems, Inc, Min-neapolis, MN). DNA concentrations were quantified using ultraviolet spectrophotometry (DU 530 Spectrophotometer, Beckman Coulter, Fullerton, CA). LGC Genomics (Beverly, MA) performed genotyping for APOE (rs429358 and rs7412) and KLOTHO (rs9536314 and rs9527025) using competitive allele-specific PCR-based KASP genotyping assays. Quality control procedures have been previously published [11, 22] and are deemed satisfactory. As expected based on HapMap and the literature [12 , 24], rs9536314 and rs9527025 were in perfect linkage disequilibrium in our study population as well.
CSF assessment
Lumbar puncture was performed in the mor-ning after a 12 h fast with a Sprotte 24- or 25-gauge spinal needle at L3-4 or L4-5 with extraction into pol-ypropylene syringes. Each sample consisted of 22 mL CSF, which was then combined, gently mixed, and centrifuged at 2,000 g for 10 min. Supernatants were frozen in 0.5 mL aliquots in polypropylene tubes and stored at –80°C. The samples were immunoassayed for Aβ42, total tau (tTau), and phosphorylated tau181 (pTau) with INNOTEST ELISAs (Fujirebio, Ghent, Belgium), as previously described [11, 25].
Neuropsychological testing
Participants completed a comprehensive cognitive test battery [26, 27]. The assessment spanned five cognitive domains: episodic memory, attention, executive function, language, and visuospatial ability. Here we primarily focused on measures of episodic memory (Rey Auditory Verbal Learning Test, RAVLT) [28] and executive function (Trail Making Test, TMT, Parts A & B) [29] given their sensitivity to incipient AD [20], and also because they were the tests that are common to both WRAP and the W-ADRC batteries. For the RAVLT, we focused on Total Learning (sum of Trials 1–5) and Long Delay whereas for the TMT we analyzed time to test completion.
Statistical analyses
All analyses were done in SPSS, v. 26.0 (IBM, Armonk, NY). Participants were split into two age groups—Younger versus Older—for analytical purposes, using the mean age of 63 years. For the CSF biomarkers, a series of linear regression models that included terms for age, sex, APOE ɛ4 status, and parental history of AD were fitted to first ascertain the effect of age on the biomarkers. Then, the analyses were repeated after stratifying the sample by KL-VS genotype, in keeping with published statistical guidance and existing literature [11 , 31], to determine whether the deleterious effect of age differed as a function of KL-VS status (non-carriers (KL-VSNC)) versus heterozygotes (KL-VSHET)). KL-VS homozygosity, which is associated with lower levels of klotho, decreased longevity and worse cognition, is a rare genotype [12] (N = 5 in our cohort) and was omitted from analysis. For the cognitive measures, the same analytical strategy was adopted, with the inclusion of education as an additional covariate. Whenever possible, neuropsychological data corresponding to the visit at which lumbar puncture was performed was used; otherwise, analysis was restricted to neuropsychological test data most proximal to lumbar puncture (within one year before or after; time interval M(SD)=0.16 (0.34) years). We compared the groups on demographic characteristics either using χ 2 or independent-samples t-tests.
RESULTS
Sample characteristics
Characteristics of the entire sample, and also stratified by KL-VS, are detailed in Table 1. Overall, participants were predominantly white (97%) and female (68%) with average age of 62.8±7.9 and education of 16.1±2.5 years. The sample was enriched for AD risk; 42% are APOE ɛ4 carriers, and 75% have a parental history of dementia. The MMSE scores ranged between 26 and 30, with an average of 29.3±0.86. After stratifying the sample by KL-VS, there were no significant differences (all ps > 0.3) in any of the above-mentioned characteristics between non-carriers (N = 168; 45% (75/168) younger and 55% (93 /168 older)) and heterozygotes (N = 57; 56% (32/57) younger and 44% (25/57 older)).
Background characteristics of study participants
KL-VSNC, KL-VS non-carriers; KL-VSHET, KL-VS heterozygotes; MMSE, Mini-Mental State Examination score; APOE ɛ4+, APOE ɛ4 carrier. *Positive based on our center’s derived cutpoint for CSF AD biomarkers [32].
We have also assessed how many of the participants in this sample would be considered abnormal or negative based on our center’s derived cutpoint for CSF AD biomarkers [32], namely Aβ42 (≤471.54), pTau (≥ 59.5), and tTau (≥ 461.26). Majority of the participants in our sample were negative for both Aβ and tau biomarkers. Based on χ 2-tests, the percentage of those who were Aβ42 negative did not significantly differ between KL-VS heterozygotes (7%) versus non-carriers (12%) (p = 0.18). Similarly, the percentage of those who were negative based on pTau did not significantly differ between KL-VS heterozygotes (18%) and non-carriers (13%) (p = 0.27). Finally, based on the tTau measure, the percentage of those who were negative did not significantly differ between KL-VS heterozygotes (16%) and non-carriers (14%) (p = 0.42).
Relationships between age and CSF or cognitive measures
In the entire sample, Aβ42 did not differ significantly between the Younger and Older groups (p = 0.8). As expected, Older age was associated with both tau accumulation and worse cognitive performance. Specifically, the Older group had significantly higher levels of CSF tTau and pTau (both ps ≤ 0.001), as well as their respective ratios to Aβ42 (both ps ≤ 0.002). Similarly, the Older group exhibited significantly lower cognitive performance across all neuropsychological measures of interest (all ps ≤ 0.001). When age was dichotomized using the median (versus the mean), the results stayed unchanged. Similarly, the same pattern of results was observed when age was treated as a continuous variable (Aβ42: p = 0.56; all other ps ≤ 0.001).
Adverse effect of age on CSF and cognitive measures varies by KL-VS genotype
In the KL-VSNC, the Older age group consistently exhibited the expected pattern of higher tau values (Table 2; Fig. 1) and worse cognitive performance (Table 3; Fig. 2) across measures (all ps ≤ 0.003). In contrast, age-related differences in tau burden and cognitive performance were attenuated across the board in KL-VSHET (all ps≥0.1). These results were unchanged when age was dichotomized using the median (versus the mean). Furthermore, the results of our stratified analyses were confirmed by unstratified moderation analysis that showed significant interactions between age and KLOTHO on all tau and cognitive measures (all ps ≤ 0.004).
Association between CSF AD biomarkers and age across KL-VS strata
KL-VSNC, KL-VS non-carriers; KL-VSHET, KL-VS heterozygotes; Aβ42, amyloid-β 42; tTau, total tau; pTau, phosphorylated tau.

Age differentially associates with CSF tau measures as a function of KL-VS status. Bar graphs depicting group differences (M(SE)) in tau between Younger (black) and Older (white) individuals. Among KL-VSNC, Older age was associated with worse levels of A) total tau (tTau), B) phosphorylated tau (pTau), and their respective ratios to Aβ42 (C, D). This age-related pattern of associations with CSF tau biomarkers was abated in KL-VSHET. M, mean; SE, standard error; Aβ42, amyloid-β 42; tTau, total tau; pTau, phosphorylated tau; KL-VSNC, KL-VS non-carriers; KL-VSHET, KL-VS heterozygotes.
Association between cognitive function and age across KL-VS strata
KL-VSNC, KL-VS non-carriers; KL-VSHET, KL-VS heterozygotes; RAVLT, Rey Auditory Verbal Learning Test; TMT, Trail Making Test.

Age differentially associates with measures of episodic memory and executive function as a function of KL-VS status. Bar graphs depicting group differences (M(SE)) in cognition between Younger (black) and Older (white) individuals. KL-VSNC exhibited age-related deficits in memory (A, B) and executive function (C, D), which were attenuated in KL-VSHET. M, mean; SE, standard error; RAVLT, Rey Auditory Verbal Learning Test (total trials); TMT, Trail Making Test (time in seconds); KL-VSNC, KL-VS non-carriers; KL-VSHET, KL-VS heterozygotes.
Because the sample size of KL-VSNC was about three times that of KL-VSHET (168 versus 57) we repeated the foregoing analyses on a subsample of 57 KL-VSNC who were perfectly matched on sex and APOE status to the 57 KL-VSHET to rule out the possibility that our results were due to differences in sample size. Nearly identical patterns of results were seen in the matched sub-sample analyses com-pared to that observed in the full sample. Specifically, Older KL-VSNC had greater tau accumulation (ps < 0.01), worse executive function (ps < 0.04), and episodic memory (p = 0.01; with the exception of the RAVLT Long Delay measure (p = 0.21)) whereas age-related differences were not significant in KL-VSHET (ps > 0.14).
DISCUSSION
In this study, we report that well-established associations of older age with lower cognition and hig-her CSF tau levels were mitigated in carriers of a functionally favorable KL-VS genotype in a late-mid-dle-aged cohort enriched for AD risk. Specifically, in this late middle-aged cohort enriched for AD risk, the expected age-related alterations in tTau, pTau, tTau/Aβ42, and pTau/Aβ42 were observed in KL-VSNC, but not in KL-VSHET. Similarly, whereas older KL-VSNC exhibited expectedly worse memory and executive function compared to younger KL-VSNC, we did not observe the same age-related differences in cognitive performance in KL-VSHET.
The role of KLOTHO in longevity [9 , 13–17] is well-established. There is mounting evidence in support of relationships between KL-VS heterozygosity and preserved brain integrity and cognitive performance during normal aging [12–17 , 34]. For example, better global cognition is reported in heterozygotes compared to non-carriers in three independent cohorts of non-demented adults [12] as well as slower cognitive decline [31]. Moreover, KL-VSHET exhibit better executive function in conjunction with greater dorsolateral prefrontal cortex volume [24] and also show greater intrinsic connectivity in functional brain networks known to be vulnerable to unfavorable effects of aging [34]. Our group has previously reported that KL-VS heterozygosity mitigated negative effects of APOE ɛ4 on Aβ burden in a late-middle-aged cohort at risk for AD [11]. These findings were confirmed in a recent meta-analysis combining data from 25 studies reporting that APOE ɛ4 carriers, who were also KL-VS hetero-zygotes, were at a reduced risk for the combined outcome of conversion to MCI or AD [19]. We add to the current state of the literature by demonstrating that the favorable effects of KL-VSHET extend to age- related tau burden and deficits in memory and executive function in a non-demented sample enriched for AD.
Although topographic evolution of tauopathy in the brain is the basis for Braak neuropathological staging of AD [35], which in turn strongly associates with cognitive impairment [36, 37], there is considerable interindividual heterogeneity and significant diagnostic overlap of neuropathological findings in cognitively unimpaired individuals at autopsy [6]. Age is not only the greatest risk factor for clinical AD, but also the most robust determinant of AD bio-marker changes and cognitive decline in the absence of manifest disease. Together, the literature underscores the importance of identifying factors that con-fer resilience. Here, we offer a glimpse into how one genetic factor, KLOTHO, offers resilience against age-related changes in cognition and tau deposition.
KL-VSHET may confer resilience by leading to higher circulating klotho levels [12, 24] or changing its functions. In mouse studies, elevating klotho levels extends lifespan [10], enhances cognition [38] and increases resilience to AD-related toxicity [39]. In future studies, it will be interesting to assess whether klotho protein levels in the serum and CSF of individuals associate with measures of AD and preclinical disease. It is interesting to speculate that KL-VSHET individuals could be biologically younger and thus show resilience to age-induced cognitive and tau changes.
Our participants are predominantly white and highly educated. Moreover, they were selected for parental history of AD and consequently many are APOE ɛ4 carriers, resulting in higher prevalence of both traits in this cohort than what is normally obs-erved in the general population. These characteristics of our cohort may potentially limit the generalizability of our findings. Another potential limitation is the arguably modest sample size after stratification by KLOTHO haplotype and age group, although our findings remained unchanged when the analysis was repeated in an even smaller subsample of matched participants. Lastly, the cross-sectional nature of the present study may be seen as a limitation. This, however, is addressable in future publications as both WRAP and W-ADRC cohorts are prospective and continuing to collect longitudinal CSF and cognitive data.
Overall, our results suggest that KL-VS heterozygosity may attenuate deleterious effects of aging on risk markers for AD. Given the current lack of disease modifying therapies, AD is poised to become a public health crisis. Our results suggest that KL-VS heterozygosity may be protective against age-related cognitive impairment and accumulation of tau burden in CSF. Identification of new genetic variants that modify AD risk will bring to light novel molecular targets for future therapeutic trials. This line of research is poised to identify complementary pathways for curbing the disease progression and delaying symptom onset.
Footnotes
ACKNOWLEDGMENTS
We would like to acknowledge the researchers and staff of the Clinical Neurochemistry Laboratory, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden, where CSF was assayed. We also thank the staff and study participants of the Wisconsin Registry for Alzheimer’s Prevention and the Wisconsin Alzheimer’s Disease Research Center, without whom this work would not be possible.
This work was supported by National Institute on Aging grants K23 AG045957 (O.C.O.), R21 AG051858 (O.C.O.), R01 AG027161 (S.C.J.), P50 AG033514 (S.A.) and P30 AG062715 (S.A.); by National Institute of Neurological Disorders and Stroke R01 NS092918 (D.B.D.); and a Clinical and Translational Science Award (UL1RR025011) to the University of Wisconsin, Madison. Portions of this research were supported by the Extendicare Foundation; Alzheimer’s Association; Wisconsin Alumni Research Foundation; Veterans Administration, including facilities and resources at the Geriatric Research Education and Clinical Center of the William S. Middleton Memorial Veterans Hospital, Madison, WI; European Research Council; Torsten Söderberg Foundation; Swedish Brain Foundation; and the Knut and Alice Wallenberg Foundation.
KLOTHO is the subject of a pending international patent application held by the Regents of the University of California.
