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Total testosterone and neuropsychiatric symptoms in elderly men with Alzheimer’s disease
Alzheimer's Research & Therapyvolume 7, Article number: 24 (2015)
There has been a significant increase in the use of testosterone in aging men, but little investigation into its impact on men with Alzheimer’s disease (AD). The findings of the few studies that have been done are inconsistent. In the present study, we investigated the relationship between total testosterone (TT) and neuropsychiatric symptoms (NPS) in a well-characterized sample of elderly men with mild to moderate AD.
The sample, which was drawn from the Texas Alzheimer’s Research Care Consortium Longitudinal Research Cohort, included 87 men who met the criteria for mild to moderate AD. The occurrence of NPS was gathered from caregivers and/or family members with the Neuropsychiatric Inventory. TT was analyzed, and the sample was divided into a low-testosterone group (TT ≤2.5 ng/ml; n = 44) and a borderline/normal group (TT ≥2.6 ng/ml; n = 43).
TT was correlated with symptoms of hallucinations, delusions, agitation, irritability and motor activity. The borderline/normal group was significantly more likely to have hallucinations (odds ratio (OR) = 5.56), delusions (OR = 3.87), motor activity (OR = 3.13) and irritability (OR = 2.77) than the low-testosterone group. Health status and apolipoprotein E ε4 status were not significant factors.
The findings of the present study have implications for the use of testosterone replacement therapy in men with AD or the prodromal stage of the disease.
The majority of individuals with Alzheimer’s disease (AD) experience one or more neuropsychiatric symptoms (NPS)  during the course of the disease. The presence of these symptoms has a significant impact on quality of life, both for the patients  and for their caregivers [3,4], and increases the risk of nursing home placement and death . The occurrence of these symptoms in AD is affected by a number of factors, including sex , previous psychiatric history , stage of the disease  and situational factors . In our prior work, we began to identify potential blood-based biomarkers of NPS in AD [10,11]. Sex-specific patterns of biomarkers  emerged, with dysregulation of inflammatory biomarkers being related to the occurrence of NPS in women and elevated total cholesterol related to NPS in men [10,11]. Different patterns of inflammatory biomarkers were found for female apolipoprotein E ε4 (APOE ε4) carriers and noncarriers, whereas APOE ε4 status was not a factor for men . These sex differences suggest that sex hormones may be related to the occurrence of NPS in AD.
A number of studies have reported a link between low testosterone levels and the risk for developing AD [12-14]. Testosterone has been proposed to be neuroprotective by affecting amyloid-β protein metabolism and oxidative stress . Low levels of testosterone have been related to poorer sense of psychological well-being  and subsyndromal levels of depression and anxiety in healthy older men . High levels of testosterone may have a positive effect but also may be detrimental . Studies of aggression in men have found a relationship between high levels of testosterone and violence and aggression [19,20]. Bufkin and Luttrell  reviewed studies of neuroimaging related to emotional and aggressive behaviors and found that the prefrontal, temporal and subcortical substructures of the hypothalamus and amygdala were involved. Batrinos , in his discussion of testosterone and aggressive behavior, described the subcortical structures of the hypothalamus and the amygdala as the places where aggression and emotions are “born” and the prefrontal cognitive structures as the places where they are “perceived and controlled.” High levels of testosterone are seen as downregulating the interaction between the cognitive and emotional systems and reducing the effectiveness of cognitive controls . AD has a significant impact on those areas of the brain that are involved in the expression and control of emotional behavior. The possible link between testosterone and aggression and other NPS in AD has not been extensively investigated, and the results of the limited research that has been done tends to be contradictory. Orengo et al.  found a relationship between testosterone levels and aggression in elderly men with dementia. There was no relationship between testosterone and total score on the Neuropsychiatric Inventory (NPI), a measure of the occurrence and severity of NPS. Xing et al.  found no relationship between levels of sex hormones, including testosterone, and NPS in a sample of men with vascular dementia, although sex hormones were associated with NPS among women. In a study of the impact of APOE ε4 status on the relationship between sex hormones and NPS in AD , sex-specific effects of testosterone were found regarding the occurrence of agitation and/or aggression, but again only for women, not for men.
In the present study, we sought to clarify the link between testosterone and NPS in AD by investigating the relationship of total testosterone (TT) with the occurrence of NPS in a sample of elderly men with AD.
The sample was drawn from individuals enrolled in the Longitudinal Research Cohort of the Texas Alzheimer’s Research Care Consortium (TARCC) who had a complete serum biomarker panel and a completed NPI interview. The TARCC is a longitudinal multisite cohort of patients with AD and normal controls in which each participant undergoes an annual evaluation that includes a medical examination, an interview, neuropsychological testing and a blood draw. Patients with AD met consensus-based diagnostic criteria for probable AD based on National Institute of Neurological and Communicative Disorders and Stroke and Alzheimer’s Disease and Related Disorders Association guidelines . As we investigated the role of testosterone in elderly men, only men were included in the sample. The final sample consisted of 87 men who met the diagnostic criteria for AD. The mean age of the sample was 75.67 years (standard deviation (SD) = 8.03); the average education level was 13.44 years (SD = 4.32); the mean Mini Mental State Examination (MMSE) score was 20.07 (SD = 6.79); the mean Clinical Dementia Rating (CDR) scale score was 1.10 (SD = 0.73); and the mean CDR Sum of Boxes score was 6.62 (SD = 4.47). The total years of education completed was determined by patient self-report. APOE ε4 carriers made up 54% of the participants, and 96% of the participants were non-Hispanic Caucasians. Institutional review board approval was obtained at each TARCC site (see Acknowledgements for details), and written informed consent was obtained from all participants and/or their caregivers.
As part of the TARCC evaluation, individuals familiar with the behavior of the participants (that is, caregivers and/or family members) who accompanied the participants to the evaluation were administered the NPI Questionnaire, which is a brief, valid and reliable instrument used in the assessment of NPS . When more than one caregiver attended the evaluation, the NPI was conducted with the individual with greatest knowledge of the participant’s behavior. Consistent with our previous research [10,11], the analyses in this study were focused on the presence or absence of a behavior rather than on the more subjective estimate of perceived severity. In the analyses, the occurrence of NPS and the total number of symptoms reported, as well as of each of the specific symptoms, served as the primary outcomes.
The TARCC research platform uses the Myriad RBM Human Multi-Analyte Profile multiplexed immunoassay (HumanMAP; Myriad RBM, Austin, Texas, USA) to analyze blood-based biomarkers.
Nonfasting samples were drawn with 21- to 23-gauge needles into 10-ml serum-separating (tiger top) vacutainer tubes at the time of interview. Samples were allowed to clot at room temperature for 30 minutes in a vertical position before being centrifuged at 1,300 × g for 10 minutes. Next, 1-ml aliquots were pipetted into polypropylene cryovial tubes and placed in −20°C (non-frost-free) or −80°C freezers until shipment to the TARCC Biobank for long-term storage at −80°C. Total processing time (from needlestick to freezer) was 2 hours or less. All samples obtained from the present project were shipped on dry ice to Myriad RBM for assay on the Luminex-based HumanMAP 1.0 platform (Luminex, Austin, Texas, USA).
TT was determined for each participant. The participants were grouped into hypogonadal or borderline/normal based on the widely accepted clinical practice guideline [28,29] definition of hypogonadism as TT ≤2.5 ng/ml. Participants were grouped into either the low-testosterone group (Low T) (TT ≤2.5 ng/ml) or the borderline/normal testosterone group (Normal T) (TT ≥2.6 ng/ml). The total number of participants with TT ≤2.5 ng/ml was 44, and 43 participants had TT ≥2.6 ng/ml and thus were in the Normal T group. APOE ε4 status (carriers versus noncarriers) was also analyzed. Data were analyzed using product-moment correlations, t-tests and multivariate analysis of variance. The 0.05 level of significance was applied to the data.
Table 1 shows that the sample was composed of older men with a relatively high level of education in the mild stage of disease progression. When divided based on testosterone level, the two groups did not differ with regard to age, years of education or level of cognitive impairment (as assessed by the MMSE and CDR-Global score). Disease progression as assessed by the CDR Sum of Boxes did not differ between the two groups. There was no difference between the groups with regard to percentage of APOE ε4 carriers. The number of total NPS reported for each group was not significantly different. Analysis of the two groups regarding health history showed no significant differences in the percentage of individuals with hypertension, hyperlipidemia, diabetes or obesity. Product-moment correlations (Table 2) revealed significant correlations (P < 0.05) between TT and the total number of NPS reported, along with the symptoms of hallucinations, delusions, agitation, irritability and motor activity. Multivariate analysis of variance revealed no significant main effect for TT.
Multivariate analysis of variance was carried out to assess the differences between the two testosterone levels on the specific symptom domains of the NPI. The effect of APOE ε4 status was also assessed. The analysis revealed significant differences between the testosterone-level groups on the reported occurrence of hallucinations (F(1, 86) = 4.339 (P = 0.04)), symptoms of irritability (F(1, 86) = 5.747, P = 0.022)) and symptoms of motor activity (F(1, 86) = 5.708, P = 0.019)). No significant differences between the two groups were found for any of the other symptoms assessed by using the NPI. APOE ε4 status was not a significant factor, and no significant difference was found between the groups for frequency of APOE ε4 carriers versus noncarriers.
Odds ratios (ORs) were calculated for the NPI symptoms (Table 3) by comparing the two groups based on testosterone level. The likelihood of having hallucinations reported was 13 times greater for the Normal T group. Hallucinations were reported infrequently overall, with 1 of the 44 Low T individuals reporting hallucinations and 10 of the 43 Normal T individuals reporting them. Delusions were almost four times (OR = 3.87, 95% confidence interval (CI): 1.137 to 13.177; P = 0.022) more likely in the Normal T group, with twelve individuals reporting delusions compared with four in the Low T group. Irritability, which on the NPI is related to being “cranky, impatient or having difficulties dealing with delays or waiting,” was a relatively frequently reported symptom, with 20 members of the Low T group and 30 of the Normal T group being described as having irritability. Irritability was reported nearly three times (OR = 2.77; 95% CI: 1.148 to 6.681, P = 0.018) more often in the Normal T group than in the Low T group. Aberrant motor behavior, described on the NPI as engaging in “repetitive activities, such as pacing, handling buttons, or doing things repeatedly,” was reported almost three times (OR = 2.942, 95% CI: 1.104 to 7.841, P = 0.024) as often for the Normal T group, with eight individuals in the Low T group and seventeen in the Normal T group having symptoms related to motor disturbances. The ORs for the remaining NPS were not significant.
There has been a significant increase in the use of testosterone replacement therapy (TRT) for older men , without clear evidence of the impact of testosterone on behavior in diseases where cognitive functioning has been compromised. The presently reported research shows a link between testosterone levels and the occurrence of specific NPS in elderly men with AD. This relationship is with symptoms that could be described as “active,” or “acting out” or in the terms used to describe symptoms of schizophrenia “positive” symptoms. No relationship was found for depression, apathy or disturbances of sleep or appetite. Individuals with borderline to normal testosterone levels were significantly more likely to have hallucinations, delusions, aberrant motor symptoms and irritability than those with low testosterone. It could be argued that those with low testosterone would be less likely to have the energy to engage in acting out. Our sample represented a relatively healthy community-dwelling population, and there was no difference on any of the health measures. Frailty and loss of vigor that may accompany low testosterone cannot account for the differences in hallucinations and delusions.
A number of mechanisms have been proposed to explain testosterone’s neuroprotective effects related to the risk of developing AD , but there is a lack of explanatory paradigms to explain our findings. The pathological changes that occur in AD, specifically degeneration in the hippocampus, may make the brain more susceptible to the effects of even normal levels of testosterone. The hippocampus has connections with the hypothalamus and amygdala, structures that are involved in emotional reactivity and the inhibition of emotional behavior  through projections to autonomic and endocrine emotion generation systems . The salience network, which has connections to these structures, is said to be involved in reactivity to emotional stimuli. Balthazar et al.  argued that changes in salience network connectivity are related to hyperactivity symptoms in AD. In essence, the individual becomes more reactive to affective stimuli and less discerning. The structures involved in this process have a high density of sex hormone receptor, which are responsive to testosterone . The salience network may also be involved in the formation of delusions. In research on patients with psychosis, the encoding of usually irrelevant stimuli versus relevant stimuli is affected  and the irrelevant stimuli take on greater salience. Along with affecting reactivity, testosterone decreases subcortical–cortical functional connectivity , reducing the inhibition of emotions by higher cortical structures. Testosterone reduces the regulatory control of the orbitofrontal cortex over the amygdala. Mega et al.  found lower perfusion in the frontal lobes and related subcortical structures in patients with AD who manifested delusions and hallucinations. Taken together, this research suggests that testosterone may interact with the ongoing changes in the brain due to AD and affect the occurrence of NPS.
There are a number of factors that limit the generalizability of the results of the present study. The sample, although drawn from a well-characterized AD cohort, is small, and similar findings in much larger samples are needed to support our findings. Additionally, the study is cross-sectional and as such assesses the relationship in mild to moderate AD cases at one point in time. Longitudinal research is especially important in these patients, given the age-related changes in testosterone that occur, as well as the changes in the prevalence of the various NPS over time. The sample was overwhelmingly made up of non-Hispanic Caucasians, which further limits the generalizability of the results. TT may not be the best estimate of the level of testosterone directly affecting the brain . Importantly, there was no control over the time of day when the samples were drawn, and testosterone levels are known to fluctuate throughout the day. Additionally, data were not available on the use of testosterone supplementation or other medications that may have had an impact on testosterone levels. An additional limitation relates to the use of informant data. The data on the presence of the NPS was dependent on caregiver reports, and, although the data were gathered by trained interviewers, the interpretation of the symptoms may have varied from informant to informant. Further research with larger samples studied over the course of the disease will be useful to clarify the relationship between testosterone and NPS in AD.
The findings of the present study are suggestive that testosterone level may play a role in the occurrence of “acting out” symptoms. As shown in earlier research on testosterone and cognition [18,40], testosterone may have detrimental rather than beneficial effects in certain circumstances. It may be that once the disease pathology has reached a certain point, whatever neuroprotective effects testosterone may have had no longer exist, and the level of testosterone affects the likelihood of specific negative behaviors.
There are a number of implications of our findings. The strategy of using TRT to improve mood in hypogonadal men with AD may have unintended consequences, and therefore TRT should be used judiciously. Assessing cognitive function may be necessary to aid in determining whether to use TRT in older men who may have unidentified prodromal AD. Additionally, measuring testosterone in older men with AD may aid in identifying individuals who have a greater likelihood of developing NPS as the disease progresses.
This cross-sectional research on a sample of men with mild to moderate AD found that the men with normal levels of TT had significantly higher frequency of the NPSs of hallucinations, delusions, motor activity and irritability than men classified as hypogonadal. These findings, if supported by further research, have significant implications for the use of TRT in AD and suggest a mechanism by which to identify those at higher risk for developing NPS.
- APOE ε4:
Apolipoprotein E ε4
Clinical Dementia Rating
Clinical Dementia Rating Scale Sum of Boxes
- Low T:
Mini Mental State Examination
- Normal T:
Borderline/normal testosterone group
Texas Alzheimer’s Research and Care Consortium
Testosterone replacement therapy
Lyketsos CG, Lopez O, Jones B, Fitzpatrick AL, Breitner J, DeKosky S. Prevalence of neuropsychiatric symptoms in dementia and mild cognitive impairment: results from the cardiovascular health study. JAMA. 2002;288:1475–83.
Karttunen K, Karppi P, Hiltunen A, Vanhanen M, Välimäki T, Martikainen J, et al. Neuropsychiatric symptoms and quality of life in patients with very mild and mild Alzheimer’s disease. Int J Geriatr Psychiatry. 2011;26:473–82.
Allegri RF, Sarasola D, Serrano CM, Taragano FE, Arizaga RL, Butman J, et al. Neuropsychiatric symptoms as a predictor of caregiver burden in Alzheimer’s disease. Neuropsychiatr Dis Treat. 2006;2:105–10.
Okura T, Langa KM. Caregiver burden and neuropsychiatric symptoms in older adults with cognitive impairment: the Aging, Demographics, and Memory Study (ADAMS). Alzheimer Dis Assoc Disord. 2011;25:116–21. doi:10.1097/WAD.0b013e318203f208.
Tun SM, Murman DL, Long HL, Colenda CC, von Eye A. Predictive validity of neuropsychiatric subgroups on nursing home placement and survival in patients with Alzheimer disease. Am J Geriatr Psychiatry. 2007;15:314–27.
Apostolova LG, Di LJ, Duffy EL, Brook J, Elashoff D, Tseng CH, et al. Risk factors for behavioral abnormalities in mild cognitive impairment and mild Alzheimer’s disease. Dement Geriatr Cogn Disord. 2014;37:315–26.
Jorm AF, van Duijn CM, Chandra V, Fratiglioni L, Graves AB, Heyman A, et al. Psychiatric history and related exposures as risk factors for Alzheimer’s disease: a collaborative re-analysis of case–control studies. Int J Epidemiol. 1991;20:S43–7.
Tschanz JT, Corcoran CD, Schwartz S, Treiber K, Green RC, Norton MC, et al. Progression of cognitive, functional, and neuropsychiatric symptom domains in a population cohort with Alzheimer dementia: the Cache County Dementia Progression study. Am J Geriatr Psychiatry. 2011;19:532–42.
Bicket MC, Samus QM, McNabney M, Onyike CU, Mayer LS, Brandt J, et al. The physical environment influences neuropsychiatric symptoms and other outcomes in assisted living residents. Int J Geriatr Psychiatry. 2010;25:1044–54.
Hall JR, Wiechmann AR, Johnson LA, Edwards M, Barber RC, Winter AS, et al. Biomarkers of vascular risk, systemic inflammation, and microvascular pathology and neuropsychiatric symptoms in Alzheimer’s disease. J Alzheimers Dis. 2013;35:363–71.
Hall JR, Wiechmann AR, Johnson LA, Edwards M, Barber RC, Cunningham R, et al. Total cholesterol and neuropsychiatric symptoms in Alzheimer’s disease: the impact of total cholesterol level and gender. Dement Geriatr Cogn Disord. 2014;38:300–9.
Moffat SD, Zonderman AB, Metter EJ, Kawas C, Blackman MR, Harman SM, et al. Free testosterone and risk for Alzheimer disease in older men. Neurology. 2004;62:188–93.
Pike CJ, Carroll JC, Rosario ER, Barron AM. Protective actions of sex steroid hormones in Alzheimer’s disease. Front Neuroendocrinol. 2009;3:239–58.
Verdile G, Laws SM, Henley D, Ames D, Bush AI, Ellis KA, et al. Associations between gonadotropins, testosterone and β amyloid in men at risk of Alzheimer’s disease. Mol Psychiatry. 2014;19:69–75.
Barron AM, Pike CJ. Sex hormones, aging, and Alzheimer’s disease. Front Biosci (Elite Ed). 2012;4:976–97.
Finas D, Bals-Pratsch M, Sandmann J, Eichenauer R, Jocham D, Diedrich K, et al. Quality of life in elderly men with androgen deficiency. Andrologia. 2006;38:48–53.
Berglund LH, Prytz HS, Perski A, Svartberg J. Testosterone levels and psychological health status in men from a general population: the Tromsø study. Aging Male. 2011;14:37–41.
Cunningham RL, Singh M, O’Bryant SE, Hall JR, Barber RC. Oxidative stress, testosterone, and cognition among Caucasian and Mexican-American men with and without Alzheimer’s disease. J Alzheimers Dis. 2014;40:563–73.
Batrinos ML. Testosterone and aggressive behavior in man. Int J Endocrinol Metab. 2012;10:563–8.
Cunningham RL, Lumia AR, McGinnis MY. Androgen receptors, sex behavior, and aggression. Neuroendocrinology. 2012;96:131–4.
Bufkin JL, Luttrell VR. Neuroimaging studies of aggressive and violent behavior: current findings and implications for criminology and criminal justice. Trauma Violence Abuse. 2005;6:176–91.
Schutter DJLG, van Honk J. Decoupling of midfrontal delta–beta oscillations after testosterone administration. Int J Psychophysiol. 2004;53:71–3.
Orengo C, Kunik ME, Molinari V, Wristers K, Yudofsky SC. Do testosterone levels relate to aggression in elderly men with dementia? J Neuropsychiatry Clin Neurosci. 2002;14:161–6.
Xing Y, Qin W, Li F, Jia XF, Jia J. Associations between sex hormones and cognitive and neuropsychiatric manifestations in vascular dementia (VaD). Arch Gerontol Geriatr. 2013;56:85–9.
Xing Y, Qin W, Li F, Jia XF, Jia J. Apolipoprotein E ε4 status modifies the effects of sex hormones on neuropsychiatric symptoms of Alzheimer’s disease. Dement Geriatr Cogn Disord. 2012;33:35–42.
McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM. Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology. 1984;34:939–44.
Kaufer DI, Cummings JL, Ketchel P, Smith V, MacMillan A, Shelley T, et al. Validation of the NPI-Q, a brief clinical form of the Neuropsychiatric Inventory. J Neuropsychiatry Clin Neurosci. 2000;12:233–9.
Wang C, Nieschlag E, Swerdloff R, Behre HM, Hellstrom WJ, Gooren LJ, et al. ISA, ISSAM, EAU, EAA and ASA recommendations: investigation, treatment and monitoring of late-onset hypogonadism in males. Int J Impot Res. 2009;21:1–8.
Bhasin S, Cunningham GR, Hayes FJ, Matsumoto AM, Snyder PJ, Swerdloff RS, et al. Testosterone therapy in men with androgen deficiency syndromes: an Endocrine Society clinical practice guideline. J Clin Endocrinol Metab. 2010;95:2536–59.
Handelsman DJ. Global trends in testosterone prescribing, 2000–2011: expanding the spectrum of prescription drug misuse. Med J Aust. 2013;199:548–51.
Vest RS, Pike CJ. Gender, sex steroid hormones, and Alzheimer’s disease. Horm Behav. 2013;63:301–7.
Femenía T, Gómez-Galán M, Lindskog M, Magara S. Dysfunctional hippocampal activity affects emotion and cognition in mood disorders. Brain Res. 2012;1476:58–7.
Sturm VE, Yokoyama JS, Seeley WW, Kramer JH, Miller BL, Rankin KP. Heightened emotional contagion in mild cognitive impairment and Alzheimer’s disease is associated with temporal lobe degeneration. Proc Natl Acad Sci U S A. 2013;110:9944–9.
Balthazar ML, de Campos BM, Franco AR, Damasceno BP, Cendes F. Whole cortical and default mode network mean functional connectivity as potential biomarkers for mild Alzheimer’s disease. Psychiatry Res. 2014;221:37–42.
Galea LA, Wainwright SR, Roes MM, Duarte-Guterman P, Chow C, Hamson DK. Sex, hormones and neurogenesis in the hippocampus: hormonal modulation of neurogenesis and potential functional implications. J Neuroendocrinol. 2013;25:1039–61.
Pankow A, Knobel A, Voss M, Heinz A. Neurobiological correlates of delusion: beyond the salience attribution hypothesis. J Neurol Neurosurg Psychiatry. 2012;69:167–71.
van Wingen G, Mattern C, Verkes RJ, Buitelaar J, Fernández G. Testosterone reduces amygdala–orbitofrontal cortex coupling. Psychoneuroendocrinology. 2010;35:105–13.
Mega MS, Lee L, Dinov ID, Mishkin F, Toga AW, Cummings JL. Cerebral correlates of psychotic symptoms in Alzheimer’s disease. J Neurol Neurosurg Psychiatry. 2000;69:167–71.
Morgentaler A, Khera M, Maggi M, Zitzmann M. Commentary: who is a candidate for testosterone therapy? A synthesis of international expert opinions. J Sex Med. 2014;11:1636–45.
Martin DM, Wittert G, Burns NR, Haren MT, Sugarman R. Testosterone and cognitive function in ageing men: data from the Florey Adelaide Male Ageing Study (FAMAS). Maturitas. 2007;57:182–94.
This research was conducted under a protocol approved by the institutional review committees of Baylor College of Medicine, Texas Tech University Health Sciences Center, University of North Texas Health Science Center, University of Texas Southwestern Medical Center and University of Texas Health Science Center–San Antonio. The research reported in this publication was supported by the National Institute on Aging of the National Institutes of Health under awards R01 AG039389 and P30 AG12300. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. This study was made possible by the Texas Alzheimer’s Research and Care Consortium (TARCC), which is funded by the State of Texas through the Texas Council on Alzheimer’s Disease and Related Disorders. The funders had no role in study design, data collection, analysis, decision to publish or preparation of the manuscript.
Texas Alzheimer’s Research and Care Consortium investigators: Baylor College of Medicine: Rachelle Doody, MD, PhD; Susan Roundtree, MD; Valory Pavlik, PhD; Wen Chan, PhD; Paul Massman, PhD; Eveleen Darby; and Tracey Evans. Texas Tech University Health Sciences Center: Benjamin Williams, MD; Gregory Schrimsher, PhD; Andrew Dentino, MD; and Ronnie Orozco. University of North Texas Health Science Center: Thomas Fairchild, PhD; Janice Knebl, DO; Douglas Mains; and Lisa Alvarez. University of Texas Southwestern Medical Center: Perrie Adams, PhD; Roger Rosenberg, MD; Myron Weiner, MD; Mary Quiceno, MD; Joan Reisch, PhD; Ryan Huebinger, PhD; Guanghua Xiao, PhD; Doris Svetlik; Amy Werry; and Janet Smith. University of Texas Health Science Center–San Antonio: Donald Royall, MD; Raymond Palmer, PhD; and Marsha Polk.
The authors declare that they have no competing interests.
JRH designed the study, assisted with the statistical analysis and drafted the manuscript. ARW made substantial contributions to designing the study and drafting the manuscript. RLC contributed to the acquisition of the data, reviewed the hormone assays and made substantial contributions to interpretation of the data. LAJ made substantial contributions to the conception of the study, contributed to drafting the manuscript and made substantial contributions to revising the manuscript. ME assisted with the statistical analysis and data interpretation and contributed to drafting the manuscript. RCB made a substantial contribution to the conception of the study and assisted in and coordinated multisite data gathering. SW contributed to the conception of the study and to drafting the manuscript. MS reviewed the hormone assays, made substantial contributions to the conception of the study and made critical revisions to the manuscript. SEO participated in the design of the study and statistical analysis and reviewed the manuscript, making substantial contributions to its revision. All authors reviewed and approved of the final manuscript and agree to be accountable for all aspects of the work.