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Browsing by Author "Boyle, Patricia A."

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    Association of Amyloid-β Pathology with Decision Making and Scam Susceptibility
    (IOS Press, 2021) Kapasi, Alifiya; Yu, Lei; Stewart, Christopher; Schneider, Julie A.; Bennett, David A.; Boyle, Patricia A.; Neurology, School of Medicine
    Background: Recent findings suggest that poor decision making and increased scam susceptibility are harbingers of Alzheimer's disease (AD) dementia and may be among the earliest behavioral manifestations of pathologic cognitive aging. However, the degree to which poor decision making and scam susceptibility reflect accumulating Alzheimer's disease (AD) pathology remains unclear. Objective: To investigate the associations of AD pathology with decision making and scam susceptibility in older adults without dementia. Methods: Data came from 198 deceased participants without clinical dementia (mean age at death = 90 years; 69%women) from two ongoing studies of aging. All underwent annual clinical evaluations, completed assessments of healthcare and financial decision making and scam susceptibility, and brain donation. Neuropathologic evaluations quantified pathologic hallmarks of AD, amyloid-β and tau-tangles, Lewy body pathology, and TDP-43 proteinopathy. Results: In linear regression models adjusted for demographics, amyloid-β pathology was associated with lower decision making (estimate = -0.35; SE = 0.16, p = 0.03), particularly healthcare decision making (estimate = -0.20; SE = 0.09, p = 0.03), as well as greater scam susceptibility (estimate = 0.12; SE = 0.04, p = 0.003); tau-tangle pathology was not related. Further, TDP-43 pathology was associated with greater scam susceptibility (estimate = 0.10; SE = 0.04; p = 0.02). Conclusion: Accumulating AD pathology, particularly amyloid-β, is associated with poor decision making and increased scam susceptibility among older persons without overt cognitive impairment. These findings provide compelling evidence that decision making and scam susceptibility are sensitive to the earliest pathological changes of AD.
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    The Association of Late Life Cognitive Activity with Healthcare and Financial Decision Making in Community-Dwelling, Non-Demented Older Adults
    (Elsevier, 2021) Glover, Crystal M.; Yu, Lei; Stewart, Christopher C.; Wilson, Robert S.; Bennett, David A.; Boyle, Patricia A.; Neurology, School of Medicine
    Objective: The purpose of this study was to test the hypothesis that late life cognitive activity is associated with decision-making in older adults and to examine whether this association varies by level of cognitive function. Design: This study employed a cross-sectional design. Setting: All data were collected in participants' community-based residences. Participants: Participants were 1,084 older adults (mean age = 81.05 years, standard deviation = 7.53) without dementia (median Mini-Mental State Examination score = 29, interquartile range = 27.86-30.00). Measurements: Participants completed assessments of late life cognitive activity, cognitive function, and decision-making. We used linear regression models to examine the associations of late life cognitive activity and cognitive function with decision-making. Results: In a regression model adjusted for age, gender, and education, more frequent late life cognitive activity was associated with better decision-making, as was higher cognitive function. Furthermore, in an additional model that included the interaction of late life cognitive activity and cognitive function, the interaction was significant, such that late life cognitive activity was most strongly associated with decision-making among participants with lower levels of cognitive function. Conclusion: Frequent engagement in late life cognitive activity may help maintain decision-making among older persons, particularly among those with lower levels of cognitive function.
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    Association of TDP-43 Pathology With Domain-specific Literacy in Older Persons
    (Wolters Kluwer, 2019-10-01) Kapasi, Alifiya; Yu, Lei; Stewart, Christopher C.; Schneider, Julie A.; Bennett, David A.; Boyle, Patricia A.; Neurology, School of Medicine
    Background Low health and financial literacy may be an early behavioral manifestation of cognitive impairment, dementia, and accumulating Alzheimer’s pathology. However, there are limited studies investigating the behavioral features associated with hyperphosphorylated transactive response DNA-binding protein-43 (TDP-43), a common age-related pathology, and even fewer studies investigating the neurobiological basis underlying low literacy in aging. Objective To test the hypothesis that TDP-43 pathology is associated with lower literacy. Methods Data came from 293 community-based older persons who were enrolled in two ongoing studies of aging. Participants completed literacy and cognitive assessments, consented to brain donation, and underwent detailed neuropathological evaluation for AD and TDP-43. Linear regression models assessed the association of TDP-43 with literacy after adjusting for demographics, and AD pathology. Post-hoc pairwise comparisons examined whether the level of literacy differed by TDP-43 stage. Results TDP-43 pathology was associated with lower literacy (estimate=−3.16; SE=0.86; p<0.001), above and beyond demographics and AD pathology, and this association persisted even after additionally adjusting for global cognition (estimate=−1.53; SE=0.74; p=0.038). Further, literacy was lower among persons with neocortical TDP-43 pathology compared to those without TDP-43 pathology. Conclusion TDP-43 pathology is associated with lower health and financial literacy in old age, above and beyond AD pathology.
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    Associations of decision making abilities with blood pressure values in older adults
    (Wolters Kluwer, 2020-01-01) Lamar, Melissa; Wilson, Robert S.; Yu, Lei; Stewart, Christopher C.; Bennett, David A.; Boyle, Patricia A.; Neurology, School of Medicine
    Objectives: Decision making, key to successful aging, has implications for financial success, physical health, and well being. While poor decision making has been linked with increased risk of mortality, age-related cognitive decline, and dementia, less is known regarding its associations with chronic disease indicators. We investigated the associations of decision making with blood pressure (BP) values [i.e., SBP, mean arterial pressure (MAP), and pulse pressure (PP), separately] in a community-based cohort study of aging. Methods: Participants were 908 nondemented older adults (age ∼81 years; 75% women) from the Rush Memory and Aging Project. Decision making was measured using questions designed to simulate materials used in financial and healthcare settings in the real world and yielded a total score and domain-specific health and financial decision making scores. Two seated and one standing BP measurement were taken with all three contributing to average SBP, MAP that is, [SBP + (2 × DBP)]/3, and PP, that is, SBP − DBP. Participants were queried about hypertension status and antihypertension medications were visually inspected and coded. Participants also underwent medical history and cognitive assessments. Results: In separate multivariable linear regression models, total decision making scores were inversely associated with SBP, MAP, and PP after adjusting for age, sex, education, antihypertension medication use, diabetes, and cumulative cardiovascular disease burden (P values = 0.03). Decision making remained associated with these BP values after additional adjustment for global cognition. Conclusion: Poorer decision making is associated with higher BP values in nondemented older adults.
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    Change in Decision-Making Analysis and Preferences in Old Age
    (Oxford University Press, 2023) Wilson, Robert S.; Yu, Lei; Stewart, Christopher C.; Bennett, David A.; Boyle, Patricia A.; Neurology, School of Medicine
    Objectives: To test the hypotheses that decision making ability declines in old age and that a higher level of cognitive reserve is associated with a reduced rate of decline. Methods: As part of an ongoing cohort study, 982 older adults without dementia at study enrollment completed measures of purpose in life and cognitive activity which were used as markers of cognitive reserve. At annual intervals thereafter, they completed 6 tests of decision making. Results: In a factor analysis of baseline decision making scores, 3 measures (financial/health literacy, financial/health decision making, scam susceptibility) loaded on an "analytic" factor and 3 (temporal discounting small stakes, temporal discounting large stakes, risk aversion) loaded on a "preferences" (for temporal discounting and avoiding risk) factor. During a mean of 4.7 years of follow-up (standard deviation = 2.9), analytic factor scores decreased (mean = 0.042-unit per year, standard error [SE] = 0.006, p < .001) and preferences factor scores increased (mean = 0.021-unit per year, SE = 0.006, p < .001), with a correlation of 0.13 (p < .001) between rates of change. Evidence of an association between cognitive reserve and decision making was mixed with purpose in life related to change in analytic decision making, whereas past (but not current) cognitive activity was related to change in decision making preferences. Discussion: Decision making analysis and preferences change over time in late life. Change over time in decision making components is relatively independent and differentially related to age and cognitive reserve.
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    Childhood Socioeconomic Status Interacts with Cognitive Function to Impact Scam Susceptibility Among Community-Dwelling Older Adults
    (Taylor & Francis, 2023) Glover, Crystal M.; Yu, Lei; Stewart, Christopher C.; Wilson, Robert S.; Bennett, David A.; Lamar, Melissa; Boyle, Patricia A.; Neurology, School of Medicine
    Objectives: We examined whether childhood socioeconomic status (SES) is related to scam susceptibility in old age and tested the hypothesis that childhood SES interacts with cognitive function to impact scam susceptibility. Methods: This study employed a cross-sectional design. All data were collected in participants' community-based residences. Participants were 1071 older adults (mean age = 81.05 years, SD = 7.53) without dementia (median MMSE score = 28.29, IQR = 27.86-30.00). Participants completed assessments of childhood SES, cognitive function, and scam susceptibility. We used linear regression models to examine the associations of childhood SES and cognitive function with scam susceptibility. Results: In a regression model adjusted for age, gender, and education, poorer cognitive function was associated with higher scam susceptibility, but childhood SES was not. However, in an additional model that included the interaction of childhood SES and cognitive function, the interaction was significant, such that lower childhood SES was associated with higher scam susceptibility among participants with lower cognitive function. Conclusion: Lower childhood SES is associated with higher scam susceptibility among older adults with lower levels of cognitive function. Thus, older adults who experienced limited resources in childhood and have lower cognitive function may represent a specific group for interventions to increase scam awareness and prevent financial exploitation.
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    Clinical criteria for limbic-predominant age-related TDP-43 encephalopathy
    (Wiley, 2025) Wolk, David A.; Nelson, Peter T.; Apostolova, Liana; Arfanakis, Konstantinos; Boyle, Patricia A.; Carlsson, Cynthia M.; Corriveau-Lecavalier, Nick; Dacks, Penny; Dickerson, Bradford C.; Domoto-Reilly, Kimiko; Dugger, Brittany N.; Edelmayer, Rebecca; Fardo, David W.; Grothe, Michel J.; Hohman, Timothy J.; Irwin, David J.; Jicha, Gregory A.; Jones, David T.; Kawas, Claudia H.; Lee, Edward B.; Lincoln, Karen; Maestre, Gladys E.; Mormino, Elizabeth C.; Onyike, Chiadi U.; Petersen, Ronald C.; Rabinovici, Gil D.; Rademakers, Rosa; Raman, Rema; Rascovsky, Katya; Rissman, Robert A.; Rogalski, Emily; Scheltens, Philip; Sperling, Reisa A.; Yang, Hyun-Sik; Yu, Lei; Zetterberg, Henrik; Schneider, Julie A.; Neurology, School of Medicine
    Limbic predominant age-related TDP-43 encephalopathy neuropathologic change (LATE-NC) is highly prevalent in late life and a common co-pathology with Alzheimer's disease neuropathologic change (ADNC). LATE-NC is a slowly progressive, amnestic clinical syndrome. Alternatively, when present with ADNC, LATE-NC is associated with a more rapid course. With the emergence of anti-amyloid therapeutics, discrimination of LATE-NC from ADNC is critical and will lead to greater clinical recognition of amnestic patients without ADNC. Furthermore, co-pathology with LATE-NC may influence outcomes of these therapeutics. Thus there is a need to identify patients during life with likely LATE-NC. We propose criteria for clinical diagnosis of LATE as an initial framework for further validation. In the context of progressive memory loss and substantial hippocampal atrophy, criteria are laid out for probable (amyloid negative) or possible LATE (amyloid biomarkers are unavailable or when amyloid is present, but hippocampal neurodegeneration is out of proportion to expected pure ADNC). HIGHLIGHTS: Limbic-predominant age-related TDP-43 encephalopathy (LATE) is a highly prevalent driver of neuropathologic memory loss in late life. LATE neuropathologic change (LATE-NC) is a common co-pathology with Alzheimer's disease neuropathologic change (ADNC) and may influence outcomes with emerging disease-modifying medicines. We provide initial clinical criteria for diagnosing LATE during life either when LATE-NC is the likely primary driver of symptoms or when observed in conjunction with AD. Definitions of possible and probable LATE are provided.
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    Health and Financial Literacy and the Acquisition of COVID-19 Knowledge in Older Adults
    (Sage, 2025) Stewart, Christopher C.; Yu, Lei; Byrne, Maeve; Glover, Crystal M.; Bennett, David A.; Boyle, Patricia A.; Neurology, School of Medicine
    Knowledge about COVID-19 enters into many aspects of decision making, especially for older people who are at increased risk of severe disease or death. Yet little is known about the resources that supported older people's uptake of COVID-19 knowledge. Here, we hypothesized that higher pre-pandemic health and financial literacy was associated with higher COVID-19 knowledge. Participants were 434 community-based older people without dementia. COVID-19 knowledge was assessed via a 5-item measure, and health and financial literacy was assessed via a 32-item measure. In an ordinal regression model adjusted for age, gender, and education, higher literacy was associated with higher COVID-19 knowledge (p < .0001), and this association persisted after further adjusting for robust measures of global cognition or one of five specific cognitive domains (all p's ≤ .0001). These findings suggest that literacy plays a key role in supporting older people's acquisition of impactful knowledge in the real world.
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    Healthcare and Financial Decision Making and Incident Adverse Cognitive Outcomes among Older Adults
    (Wiley, 2019-08) Stewart, Christopher C.; Yu, Lei; Wilson, Robert S.; Bennett, David A.; Boyle, Patricia A.; Neurology, School of Medicine
    OBJECTIVES To determine if poorer healthcare and financial decision making forecasts adverse cognitive outcomes in old age. Specifically, we hypothesized that poorer decision making would be associated with an increased risk of incident Alzheimer's dementia, an increased risk of incident mild cognitive impairment (MCI), and a more rapid decline in cognition. DESIGN An ongoing prospective observational cohort study of aging (the Rush Memory and Aging Project). SETTING The greater Chicago area. PARTICIPANTS A total of 952 community‐based older adults without dementia at baseline. MEASUREMENTS Participants completed a measure of healthcare and financial decision making at baseline and underwent annual standardized evaluations to track clinical status and cognitive functions (global cognition, episodic memory, semantic memory, working memory, perceptual speed, and visuospatial ability). RESULTS During up to 9 years of follow‐up (M  = 5.2 y; standard deviation = 2.7), 156 participants developed Alzheimer's dementia (16.4% of 952), 253 participants developed MCI (33.2% of 760), and each cognitive measure declined (all P s < .001). In Cox proportional hazards models adjusted for age, sex, and education, poorer decision making was associated with an increased risk of incident Alzheimer's dementia (hazard ratio [HR] = 1.17; 95% confidence interval [CI] = 1.10‐1.24; P  < .001) and incident MCI (HR = 1.16; 95% CI = 1.10‐1.22; P  < .001). Further, in linear mixed‐effects models, poorer decision making among those who were initially free of cognitive impairment was associated with a more rapid decline in global cognition and four of five specific cognitive domains (all P s < .05). CONCLUSION Our results suggest that poorer healthcare and financial decision making heralds adverse cognitive outcomes in old age.
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    Loneliness Interacts With Cognition in Relation to Healthcare and Financial Decision Making Among Community-Dwelling Older Adults
    (Oxford University Press, 2020-11-23) Stewart, Christopher C.; Yu, Lei; Glover, Crystal M.; Mottola, Gary; Bennett, David A.; Wilson, Robert S.; Boyle, Patricia A.; Neurology, School of Medicine
    Background and objectives: Cognition is a known determinant of healthcare and financial decision making in old age. Social vulnerabilities also might play a role in such decisions; however, the evidence for this is less clear. Here, we examined the association of loneliness with decision making and tested the hypothesis that loneliness is associated with decision making via its interaction with global cognition. Research design and methods: Participants were 1,121 nondemented older adults from the Rush Memory and Aging Project. Healthcare and financial decision making was assessed via a performance-based measure; loneliness was assessed via the De Jong Gierveld Loneliness Scale; and cognition was assessed via a 19-test neuropsychological battery. Results: In a regression model adjusted for age, sex, and education, global cognition was associated with decision making (B = 2.43, SE = 0.14, p < .001) but loneliness was not (B = -0.04, SE = 0.11, p = .72). However, in a model including the interaction of loneliness with global cognition, the interaction was significant (B = 0.44, SE = 0.20, p = .03), such that the detrimental effect of loneliness on decision making was stronger when cognition was low. In secondary analyses examining the interaction of loneliness with 5 specific cognitive domains, the interaction between loneliness and working memory with decision making was significant (B = 0.35, SE = 0.15, p = .02). Discussion and implications: Our results suggest that loneliness compromises healthcare and financial decision making among older adults with lower global cognition and, more specifically, lower working memory.
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