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1.
Alzheimers Dement (N Y) ; 10(2): e12472, 2024.
Article in English | MEDLINE | ID: mdl-38784964

ABSTRACT

INTRODUCTION: Individuals with Alzheimer's disease (AD) commonly experience neuropsychiatric symptoms of psychosis (AD+P) and/or affective disturbance (depression, anxiety, and/or irritability, AD+A). This study's goal was to identify the genetic architecture of AD+P and AD+A, as well as their genetically correlated phenotypes. METHODS: Genome-wide association meta-analysis of 9988 AD participants from six source studies with participants characterized for AD+P AD+A, and a joint phenotype (AD+A+P). RESULTS: AD+P and AD+A were genetically correlated. However, AD+P and AD+A diverged in their genetic correlations with psychiatric phenotypes in individuals without AD. AD+P was negatively genetically correlated with bipolar disorder and positively with depressive symptoms. AD+A was positively correlated with anxiety disorder and more strongly correlated than AD+P with depressive symptoms. AD+P and AD+A+P had significant estimated heritability, whereas AD+A did not. Examination of the loci most strongly associated with the three phenotypes revealed overlapping and unique associations. DISCUSSION: AD+P, AD+A, and AD+A+P have both shared and divergent genetic associations pointing to the importance of incorporating genetic insights into future treatment development. Highlights: It has long been known that psychotic and affective symptoms are often comorbid in individuals diagnosed with Alzheimer's disease. Here we examined for the first time the genetic architecture underlying this clinical observation, determining that psychotic and affective phenotypes in Alzheimer's disease are genetically correlated.Nevertheless, psychotic and affective phenotypes in Alzheimer's disease diverged in their genetic correlations with psychiatric phenotypes assessed in individuals without Alzheimer's disease. Psychosis in Alzheimer's disease was negatively genetically correlated with bipolar disorder and positively with depressive symptoms, whereas the affective phenotypes in Alzheimer's disease were positively correlated with anxiety disorder and more strongly correlated than psychosis with depressive symptoms.Psychosis in Alzheimer's disease, and the joint psychotic and affective phenotype, had significant estimated heritability, whereas the affective in AD did not.Examination of the loci most strongly associated with the psychotic, affective, or joint phenotypes revealed overlapping and unique associations.

2.
Mol Psychiatry ; 26(10): 5797-5811, 2021 10.
Article in English | MEDLINE | ID: mdl-34112972

ABSTRACT

Psychotic symptoms, defined as the occurrence of delusions or hallucinations, are frequent in Alzheimer disease (AD with psychosis, AD + P). AD + P affects ~50% of individuals with AD, identifies a subgroup with poor outcomes, and is associated with a greater degree of cognitive impairment and depressive symptoms, compared to subjects without psychosis (AD - P). Although the estimated heritability of AD + P is 61%, genetic sources of risk are unknown. We report a genome-wide meta-analysis of 12,317 AD subjects, 5445 AD + P. Results showed common genetic variation accounted for a significant portion of heritability. Two loci, one in ENPP6 (rs9994623, O.R. (95%CI) 1.16 (1.10, 1.22), p = 1.26 × 10-8) and one spanning the 3'-UTR of an alternatively spliced transcript of SUMF1 (rs201109606, O.R. 0.65 (0.56-0.76), p = 3.24 × 10-8), had genome-wide significant associations with AD + P. Gene-based analysis identified a significant association with APOE, due to the APOE risk haplotype ε4. AD + P demonstrated negative genetic correlations with cognitive and educational attainment and positive genetic correlation with depressive symptoms. We previously observed a negative genetic correlation with schizophrenia; instead, we now found a stronger negative correlation with the related phenotype of bipolar disorder. Analysis of polygenic risk scores supported this genetic correlation and documented a positive genetic correlation with risk variation for AD, beyond the effect of ε4. We also document a small set of SNPs likely to affect risk for AD + P and AD or schizophrenia. These findings provide the first unbiased identification of the association of psychosis in AD with common genetic variation and provide insights into its genetic architecture.


Subject(s)
Alzheimer Disease , Psychotic Disorders , Schizophrenia , Alzheimer Disease/genetics , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Hallucinations , Humans , Oxidoreductases Acting on Sulfur Group Donors , Polymorphism, Single Nucleotide/genetics , Psychotic Disorders/genetics , Schizophrenia/genetics
3.
Am J Geriatr Psychiatry ; 27(9): 908-917, 2019 09.
Article in English | MEDLINE | ID: mdl-31126722

ABSTRACT

OBJECTIVE: To identify medications that may prevent psychosis in patients with Alzheimer disease (AD). METHODS: The authors compared the frequency of medication usage among patients with AD with or without psychosis symptoms (AD + P versus AD - P). The authors also conducted survival analysis on time to psychosis for patients with AD to identify drugs with beneficial effects. The authors further explored the potential molecular mechanisms of identified drugs by gene-signature analysis. Specifically, the gene expression profiles induced by the identified drug(s) were collected to derive a list of most perturbed genes. These genes were further analyzed by the associations of their genetic variations with AD or psychosis-related phenotypes. RESULTS: Vitamin D was used more often in AD - P patients than in AD + P patients. Vitamin D was also significantly associated with delayed time to psychosis. AD and/or psychosis-related genes were enriched in the list of genes most perturbed by vitamin D, specifically genes involved in the regulation of calcium signaling downstream of the vitamin D receptor. CONCLUSION: Vitamin D was associated with delayed onset of psychotic symptoms in patients with AD. Its mechanisms of action provide a novel direction for development of drugs to prevent or treat psychosis in AD. In addition, genetic variations in vitamin D-regulated genes may provide a biomarker signature to identify a subpopulation of patients who can benefit from vitamin D treatment.


Subject(s)
Alzheimer Disease/drug therapy , Gene Expression/drug effects , Psychotic Disorders/prevention & control , Vitamin D/pharmacology , Vitamins/pharmacology , Aged , Alzheimer Disease/complications , Alzheimer Disease/genetics , Data Mining , Female , Humans , Male , Psychotic Disorders/etiology , Psychotic Disorders/genetics , Treatment Outcome
4.
J Clin Psychiatry ; 77(12): e1564-e1569, 2016 Dec.
Article in English | MEDLINE | ID: mdl-28086011

ABSTRACT

OBJECTIVE: To estimate the incidence of psychotic symptoms in Alzheimer's disease. METHODS: The study consists of 776 elderly subjects presenting to the Alzheimer Disease Research Center at the University of Pittsburgh (Pittsburgh, Pennsylvania) between May 9, 2000, and August 19, 2014. All participants were diagnosed with mild cognitive impairment (National Institute on Aging-Alzheimer's Association workgroup criteria) or possible or probable Alzheimer's disease (National Institute of Neurologic and Communicative Disorders and Stroke and the Alzheimer's Disease and Related Disorders Association criteria) and were without psychosis at entry. Psychotic symptoms were evaluated using the Consortium to Establish a Registry for Alzheimer's Disease Behavioral Rating Scale every 6 months. One-, 3- and 5-year cumulative incidences of psychosis were calculated. RESULTS: The 1-year psychosis incidence was 10% (95% CI, 8%-12%), and this annual rate remained remarkably consistent at 3 and 5 years. Psychosis incidence was related to cognitive status at all time points. However, the incidence rate reached a plateau during the disease course. Cumulative psychosis incidence at 5 years was 61% (95% CI, 52%-69%) in individuals with moderate to severe Alzheimer's disease, not statistically significantly different from the cumulative incidence at 3 years in this group, which was 48% (95% CI, 40%-55%) or from the 5-year incidence in individuals who entered the study with mild Alzheimer's disease, which was 48% (95% CI, 41%-56%). CONCLUSIONS: Psychosis in Alzheimer's disease has been associated with a number of adverse clinical outcomes. We provide estimates of the risk of psychosis onset within clinically defined subgroups of individuals, a tool clinicians can use in treatment planning. Anticipating which subjects are at high risk for psychosis and the poor outcomes associated with it can help with family education and support decisions to implement nonpharmacologic strategies that may reduce or prevent symptoms.


Subject(s)
Alzheimer Disease/epidemiology , Cognitive Dysfunction/epidemiology , Psychotic Disorders/epidemiology , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Cognitive Dysfunction/diagnosis , Comorbidity , Female , Follow-Up Studies , Humans , Incidence , Male , Psychotic Disorders/diagnosis
5.
Neurobiol Aging ; 36(11): 3116.e9-3116.e16, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26359528

ABSTRACT

Psychotic symptoms are frequent in late-onset Alzheimer's disease (LOAD) patients. Although the risk for psychosis in LOAD is genetically mediated, no genes have been identified. To identify loci potentially containing genetic variants associated with risk of psychosis in LOAD, a total of 263 families from the National Institute of Aging-LOAD cohort were classified into psychotic (LOAD+P, n = 215) and nonpsychotic (LOAD-P, n = 48) families based on the presence/absence of psychosis during the course of LOAD. The LOAD+P families yielded strong evidence of linkage on chromosome 19q13 (two-point [2-pt] ​logarithm of odds [LOD] = 3.8, rs2285513 and multipoint LOD = 2.7, rs541169). Joint linkage and association in 19q13 region detected strong association with rs2945988 (p = 8.7 × 10(-7)). Linkage results for the LOAD-P families yielded nonsignificant 19q13 LOD scores. Several 19q13 single-nucleotide polymorphisms generalized the association of LOAD+P in a Caribbean Hispanic (CH) cohort, and the strongest signal was rs10410711 (pmeta = 5.1 × 10(-5)). A variant located 24 kb upstream of rs10410711 and rs10421862 was strongly associated with LOAD+P (pmeta = 1.0 × 10(-5)) in a meta-analysis of the CH cohort and an additional non-Hispanic Caucasian dataset. Identified variants rs2945988 and rs10421862 affect brain gene expression levels. Our results suggest that genetic variants in genes on 19q13, some of which are involved in brain development and neurodegeneration, may influence the susceptibility to psychosis in LOAD patients.


Subject(s)
Alzheimer Disease/genetics , Chromosomes, Human, Pair 19/genetics , Genetic Association Studies , Genetic Predisposition to Disease/genetics , Genetic Variation/genetics , Psychotic Disorders/genetics , Aged , Aged, 80 and over , Alzheimer Disease/complications , Cohort Studies , Datasets as Topic , Female , Humans , Male , Meta-Analysis as Topic , Middle Aged , Polymorphism, Single Nucleotide , Psychotic Disorders/etiology , White People
6.
Behav Brain Funct ; 8: 62, 2012 Dec 27.
Article in English | MEDLINE | ID: mdl-23270420

ABSTRACT

BACKGROUND: Neuropsychiatric symptoms such as psychosis are prevalent in patients with probable Alzheimer's disease (AD) and are associated with increased morbidity and mortality. Because these disabling symptoms are generally not well tolerated by caregivers, patients with these symptoms tend to be institutionalized earlier than patients without them. The identification of protective and risk factors for neuropsychiatric symptoms in AD would facilitate the development of more specific treatments for these symptoms and thereby decrease morbidity and mortality in AD. The E4 allele of the apolipoprotein E (APOE) gene is a well-documented risk factor for the development of AD. However, genetic association studies of the APOE 4 allele and BPS in AD have produced conflicting findings. METHODS: This study investigates the association between APOE and neuropsychiatric symptoms in a large sample of clinically well-characterized subjects with probable AD (n=790) who were systematically evaluated using the Consortium to Establish a Registry for Alzheimer's Disease (CERAD) Behavioral Rating Scale for Dementia (BRSD). RESULTS: Our study found that hallucinations were significantly more likely to occur in subjects with no APOΕ4 alleles than in subjects with two Ε4 alleles (15% of subjects and 5% of subjects, respectively; p=.0066), whereas there was no association between the occurrence of delusions, aberrant motor behavior, or agitation and the number of Ε4 alleles. However, 94% of the subjects with hallucinations also had delusions (D+H). CONCLUSION: These findings suggest that in AD the Ε4 allele is differentially associated with D+H but not delusions alone. This is consistent with the hypothesis that distinct psychotic subphenotypes may be associated with the APOE allele.


Subject(s)
Alleles , Alzheimer Disease/genetics , Apolipoprotein E4/genetics , Genetic Association Studies , Phenotype , Psychotic Disorders/genetics , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/epidemiology , Delusions/diagnosis , Delusions/epidemiology , Delusions/genetics , Female , Genetic Association Studies/methods , Hallucinations/diagnosis , Hallucinations/epidemiology , Hallucinations/genetics , Humans , Male , Mental Disorders/diagnosis , Mental Disorders/epidemiology , Mental Disorders/genetics , Psychotic Disorders/diagnosis , Psychotic Disorders/epidemiology
7.
Am J Psychiatry ; 169(9): 954-62, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22952074

ABSTRACT

OBJECTIVE: The trajectory of cognitive decline in patients with late-onset Alzheimer's disease varies widely. Genetic variations in CLU, PICALM, and CR1 are associated with Alzheimer's disease, but it is unknown whether they exert their effects by altering cognitive trajectory in elderly individuals at risk for the disease. METHOD: The authors developed a Bayesian model to fit cognitive trajectories in a cohort of elderly subjects and test for genetic effects. They first validated the model's ability to detect the previously established effects of APOE ε4 alleles on age at cognitive decline and of psychosis on the rate of cognitive decline in 802 subjects from the Cardiovascular Health Cognition Study who did not have dementia at study entry and developed incident dementia during follow-up. The authors then evaluated the effects of CLU, PICALM, and CR1 on age and rate of decline in 1,831 subjects who did not have dementia at study entry and then did or did not develop incident dementia by study's end. RESULTS: The model generated robust fits to the observed cognitive trajectory data, and validation analysis supported the model's utility. CLU and CR1 were associated with more rapid cognitive decline. PICALM was associated with an earlier age at midpoint of cognitive decline. Associations remained after accounting for the effects of APOE and demographic factors. CONCLUSIONS: Evaluation of cognitive trajectories provides a powerful approach to dissecting genetic effects on the processes leading to cognitive deterioration and Alzheimer's disease.


Subject(s)
Alzheimer Disease/genetics , Alzheimer Disease/psychology , Clusterin/genetics , Dementia/genetics , Dementia/psychology , Monomeric Clathrin Assembly Proteins/genetics , Receptors, Complement 3b/genetics , Age of Onset , Aged , Alleles , Alzheimer Disease/complications , Apolipoprotein E4/genetics , Bayes Theorem , Cohort Studies , Dementia/complications , Disease Progression , Female , Genetic Predisposition to Disease/genetics , Humans , Male , Models, Psychological , Polymorphism, Single Nucleotide/genetics , Risk Factors
8.
Am J Geriatr Psychiatry ; 19(2): 160-8, 2011 Feb.
Article in English | MEDLINE | ID: mdl-20808116

ABSTRACT

OBJECTIVE: To compare the trajectories of cognitive decline between groups with, and without, the later development of psychotic symptoms during Alzheimer disease (AD) or mild cognitive impairment (MCI). DESIGN: : The authors examined cognitive function in a new analysis of an existing data set, the Cardiovascular Health Study, an epidemiologic, longitudinal follow-up study. Our analyses examined 9 years of follow-up data. SETTING: Community. PARTICIPANTS: The authors examined subjects who were without dementia at study entry, received a diagnosis of AD or MCI during follow-up, and had been rated on the Neuropsychiatric Inventory for the presence of psychosis; 362 participants for the modified Mini-Mental State Examination (3MS) analysis and 350 participants for the digit symbol substitution test (DSST) analysis had sufficient follow-up data and apolipoprotein-∊ (APOE) genotyping. MEASUREMENTS: The 3MS and DSST were administered annually and analyzed using mixed-effects models including APOE4 status. RESULTS: : Mean 3MS and DSST scores did not differ between AD with psychosis (AD + P) and without psychosis groups at baseline. The 3MS and DSST scores decreased more rapidly in subjects who ultimately developed psychosis. CONCLUSIONS: Individuals who ultimately develop psychosis have more rapid cognitive deterioration during the earliest phases of AD than individuals with AD not developing psychosis. The genetic and other neurobiologic factors leading to the expression of AD + P may exert their effects by acceleration of the neurodegenerative process.


Subject(s)
Alzheimer Disease/psychology , Psychotic Disorders/psychology , Aged , Alzheimer Disease/complications , Chi-Square Distribution , Female , Follow-Up Studies , Humans , Longitudinal Studies , Male , Neuropsychological Tests , Psychiatric Status Rating Scales , Psychotic Disorders/etiology , Time Factors
9.
Neurobiol Aging ; 32(3): 555.e9-11, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21093110

ABSTRACT

Psychotic symptoms occur in approximately 40% of subjects with Alzheimer disease (AD with psychosis; AD + P) and identify a subgroup with more rapid cognitive decline. We evaluated in 867 AD subjects the association of AD + P with genes which may modify the pathological process via effects on the accumulation of amyloid beta (Aß) protein and/or hyperphosphorylated microtubule-associated protein tau (MAPT): amyloid precursor protein (APP), beta-site amyloid precursor protein cleaving enzyme (BACE1), sortilin-related receptor (SORL1), and MAPT. Each gene was thoroughly interrogated with tag single-nucleotide polymorphisms (SNPs), and gene-based tests were used to enhance power. We found no association of these genes with AD + P.


Subject(s)
Amyloid Precursor Protein Secretases/genetics , Amyloid beta-Protein Precursor/genetics , Aspartic Acid Endopeptidases/genetics , LDL-Receptor Related Proteins/genetics , Membrane Transport Proteins/genetics , Polymorphism, Single Nucleotide/genetics , Psychotic Disorders/genetics , tau Proteins/genetics , Aged , Aged, 80 and over , Alzheimer Disease/complications , Alzheimer Disease/genetics , Amyloid beta-Peptides/metabolism , Female , Genome-Wide Association Study/methods , Humans , Male , Nerve Degeneration/complications , Nerve Degeneration/genetics , Psychotic Disorders/etiology
10.
Int Psychogeriatr ; 22(2): 281-90, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19781112

ABSTRACT

BACKGROUND: Late-onset Alzheimer disease (LOAD) is a clinically heterogeneous complex disease defined by progressively disabling cognitive impairment. Psychotic symptoms which affect approximately one-half of LOAD subjects have been associated with more rapid cognitive decline. However, the variety of cognitive trajectories in LOAD, and their correlates, have not been well defined. We therefore used latent class modeling to characterize trajectories of cognitive and behavioral decline in a cohort of AD subjects. METHODS: 201 Caucasian subjects with possible or probable Alzheimer's disease (AD) were evaluated for cognitive and psychotic symptoms at regular intervals for up to 13.5 years. Cognitive symptoms were evaluated serially with the Mini-mental State Examination (MMSE), and psychotic symptoms were rated using the CERAD behavioral rating scale (CBRS). Analyses undertaken were latent class mixture models of quadratic trajectories including a random intercept with initial MMSE score, age, gender, education, and APOE 4 count modeled as concomitant variables. In a secondary analysis, psychosis status was also included. RESULTS: AD subjects showed six trajectories with significantly different courses and rates of cognitive decline. The concomitant variables included in the best latent class trajectory model were initial MMSE and age. Greater burden of psychotic symptoms increased the probability of following a trajectory of more rapid cognitive decline in all age and initial MMSE groups. APOE 4 was not associated with any trajectory. CONCLUSION: Trajectory modeling of longitudinal cognitive and behavioral data may provide enhanced resolution of phenotypic variation in AD.


Subject(s)
Alzheimer Disease/psychology , Age Factors , Aged , Cognition , Disease Progression , Educational Status , Female , Humans , Male , Models, Psychological , Psychiatric Status Rating Scales , Severity of Illness Index , Sex Factors , Time Factors
11.
Int Psychogeriatr ; 21(1): 78-85, 2009 Feb.
Article in English | MEDLINE | ID: mdl-18814807

ABSTRACT

BACKGROUND: Psychotic symptoms in Alzheimer disease (AD + P) identify a heritable phenotype associated with greater cognitive impairment. Knowing when the cognitive course of AD + P subjects diverges from that of subjects without psychosis would enhance understanding of how genetic variation results in AD + P and its associated cognitive burden. This study seeks to determine whether the degree of cognitive impairment and cognitive decline in early AD predicts subsequent AD + P onset. METHODS: 361 subjects with possible or probable AD or mild cognitive impairment (MCI) without psychosis were evaluated every 6 months until psychosis onset. RESULTS: Severity of cognitive dysfunction was a strong predictor of AD + P up to two years prior to psychosis onset. Cognition did not decline more rapidly prior to onset of AD + P. CONCLUSIONS: Individuals who will develop AD + P already demonstrate excess cognitive impairment during the mild stages of disease. Genetic variation and brain pathophysiology may lead to a cognitive risk phenotype which is present prior to dementia onset.


Subject(s)
Alzheimer Disease/diagnosis , Cognition Disorders/diagnosis , Psychotic Disorders/diagnosis , Aged , Aged, 80 and over , Alzheimer Disease/epidemiology , Alzheimer Disease/genetics , Cognition Disorders/epidemiology , Cognition Disorders/genetics , Comorbidity , Cross-Sectional Studies , Disability Evaluation , Disease Progression , Female , Follow-Up Studies , Genetic Predisposition to Disease/genetics , Humans , Male , Mental Status Schedule/statistics & numerical data , Neuropsychological Tests/statistics & numerical data , Pennsylvania , Phenotype , Psychometrics , Psychotic Disorders/epidemiology , Psychotic Disorders/genetics , Risk Factors
12.
Am J Med Genet B Neuropsychiatr Genet ; 144B(8): 1054-62, 2007 Dec 05.
Article in English | MEDLINE | ID: mdl-17525976

ABSTRACT

Psychotic symptoms in Alzheimer disease (AD + P) identify a heritable phenotype associated with a more severe course. We recently found an association of AD + P with depression symptom severity. Reports have shown an association of a serotonin-2A receptor (HTR2A) gene T102C polymorphism with AD + P and with depression during AD. We examined the interaction of this common genetic polymorphism with depression and increased psychosis risk. Subjects with possible or probable AD or mild cognitive impairment (MCI) without psychosis at study entry were genotyped for the HTR2A T102C polymorphism and reassessed every 6 months until psychosis onset. Psychotic and depressive symptoms were rated using the CERAD behavioral rating scale (CBRS). Cox proportional hazard models with time-dependent covariates were used to examine associations with psychosis onset. A total of 324 Caucasian subjects completed at least one follow-up exam. Depressive symptom severity was a strong predictor of psychosis onset. Neither psychosis onset nor depression severity was associated with the HTR2A genotype. Genotype interacted with depression severity to moderate the risk of AD + P onset. This did not result from an interaction of HTR2A genotype with antidepressant use. Psychosis onset in AD is strongly associated with severity of depressive symptoms, an association that may be modified by HTR2A genotype.


Subject(s)
Alzheimer Disease/genetics , Depressive Disorder/genetics , Polymorphism, Genetic , Psychotic Disorders/genetics , Receptor, Serotonin, 5-HT2A/genetics , Adult , Age of Onset , Aged , Aged, 80 and over , Female , Genotype , Humans , Male , Middle Aged , Neuropsychological Tests , Phenotype
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