Skip to main content
Top
Published in: Brain Structure and Function 5/2020

01-06-2020 | Alzheimer's Disease | Original Article

Personality factors and cerebral glucose metabolism in community-dwelling older adults

Authors: Hamid R. Sohrabi, Kathryn Goozee, Michael Weinborn, Kaikai Shen, Belinda M. Brown, Stephanie R. Rainey-Smith, Olivier Salvado, Kevin Taddei, Romola S. Bucks, Paul Maruff, Simon M. Laws, Nat Lenzo, Manja Laws, Colin DeYoung, Craig Speelman, Christoph Laske, David Ames, Greg Savage, Ralph N. Martins

Published in: Brain Structure and Function | Issue 5/2020

Login to get access

Abstract

Personality factors have been associated with Alzheimer’s disease (AD) and dementia, but they have not been examined against markers of regional brain glucose metabolism (a primary measure of brain functioning) in older adults without clinically diagnosed cognitive impairment. The relationship between personality factors derived from the five-factor model and cerebral glucose metabolism determined using positron emission tomography (PET) with [18F]-2-fluoro-2-deoxy-d-glucose (18F-FDG-PET) was examined in a cohort of 237 non-demented, community-dwelling older adults aged 60–89 years (M ± SD = 73.76 ± 6.73). Higher neuroticism and lower scores on extraversion and conscientiousness were significantly associated with decreased glucose metabolism in brain regions typically affected by AD neuropathological processes, including the hippocampus and entorhinal cortex. Furthermore, while there were significant differences between apolipoprotein E (APOE) ε4 allele carriers and non-carriers on 18F-FDG-PET results in the neocortex and other brain regions (p < 0.05), there was no significant difference between carriers and non-carriers on personality factors and no significant interactions were found between APOE ε4 carriage and personality factors on brain glucose metabolism. In conclusion, we found significant relationships between personality factors and glucose metabolism in neural regions more susceptible to AD neuropathology in older adults without clinically significant cognitive impairment. These findings support the need for longitudinal research into the potential mechanisms underlying the relationship between personality and dementia risk, including measurement of change in other AD biomarkers (amyloid and tau imaging) and how they correspond to change in personality factors. Future research is also warranted to determine whether timely psychological interventions aimed at personality facets (specific aspects or characteristics of personality factors) can affect imaging or other biomarkers of AD resulting in delay or ideally preventing the onset of the cognitive impairment.
Appendix
Available only for authorised users
Literature
go back to reference Adams JN, Lockhart SN, Li L, Jagust WJ (2018) Relationships between tau and glucose metabolism reflect Alzheimer’s disease pathology in cognitively normal older adults. Cereb Cortex 2019:29 Adams JN, Lockhart SN, Li L, Jagust WJ (2018) Relationships between tau and glucose metabolism reflect Alzheimer’s disease pathology in cognitively normal older adults. Cereb Cortex 2019:29
go back to reference Allen TA, Deyoung CG (2016) Personality neuroscience and the five factor model. In: Widiger TA (ed) Oxford handbook of the five factor model. Oxford University Press, New York Allen TA, Deyoung CG (2016) Personality neuroscience and the five factor model. In: Widiger TA (ed) Oxford handbook of the five factor model. Oxford University Press, New York
go back to reference Balestrieri M, Nacmias B, Sorbi S, Marcon G (2000) Are premorbid personality traits linked to the risk of alzheimer’s disease? Psychother Psychosom 69:335–338PubMedCrossRef Balestrieri M, Nacmias B, Sorbi S, Marcon G (2000) Are premorbid personality traits linked to the risk of alzheimer’s disease? Psychother Psychosom 69:335–338PubMedCrossRef
go back to reference Balsis S, Carpenter BD, Storandt M (2005) Personality change precedes clinical diagnosis of dementia of the Alzheimer type. J Gerontol B Psychol Sci Soc Sci 60:P98–P101PubMedCrossRef Balsis S, Carpenter BD, Storandt M (2005) Personality change precedes clinical diagnosis of dementia of the Alzheimer type. J Gerontol B Psychol Sci Soc Sci 60:P98–P101PubMedCrossRef
go back to reference Bjornebekk A, Fjell AM, Walhovd KB, Grydeland H, Torgersen S, Westlye LT (2013) Neuronal correlates of the five factor model (FFM) of human personality: multimodal imaging in a large healthy sample. Neuroimage 65:194–208PubMedCrossRef Bjornebekk A, Fjell AM, Walhovd KB, Grydeland H, Torgersen S, Westlye LT (2013) Neuronal correlates of the five factor model (FFM) of human personality: multimodal imaging in a large healthy sample. Neuroimage 65:194–208PubMedCrossRef
go back to reference Bourgeat P, Dore V, Fripp J, Villemagne VL, Rowe CC, Salvado O (2015) Computational analysis of PET by AIBL (CapAIBL): a cloud-based processing pipeline for the quantification of PET images. In: Medical imaging 2015: image processing, 2015. International Society for Optics and Photonics, p 94132V Bourgeat P, Dore V, Fripp J, Villemagne VL, Rowe CC, Salvado O (2015) Computational analysis of PET by AIBL (CapAIBL): a cloud-based processing pipeline for the quantification of PET images. In: Medical imaging 2015: image processing, 2015. International Society for Optics and Photonics, p 94132V
go back to reference Bozzola FG, Gorelick PB, Freels S (1992) Personality changes in Alzheimer's disease. Arch Neurol 49:297–300PubMedCrossRef Bozzola FG, Gorelick PB, Freels S (1992) Personality changes in Alzheimer's disease. Arch Neurol 49:297–300PubMedCrossRef
go back to reference Chapman B, Duberstein P, Tindle HA, Sink KM, Robbins J, Tancredi DJ, Franks P, GEOMS Investigators (2012) Personality predicts cognitive function over 7 years in older persons. Am J Geriatric Psychiatry 20:612–621CrossRef Chapman B, Duberstein P, Tindle HA, Sink KM, Robbins J, Tancredi DJ, Franks P, GEOMS Investigators (2012) Personality predicts cognitive function over 7 years in older persons. Am J Geriatric Psychiatry 20:612–621CrossRef
go back to reference Costa PT, McCrae RR (1992) Normal personality assessment in clinical practice: the NEO personality Inventory. Psychol Assess 4:5–13CrossRef Costa PT, McCrae RR (1992) Normal personality assessment in clinical practice: the NEO personality Inventory. Psychol Assess 4:5–13CrossRef
go back to reference D’Iorio A, Garramone F, Piscopo F, Baiano C, Raimo S, Santangelo GJJOASD (2018) Meta-analysis of personality traits in alzheimer’s disease: a comparison with healthy subjects. J Alzheimer's Dis 62:773–787CrossRef D’Iorio A, Garramone F, Piscopo F, Baiano C, Raimo S, Santangelo GJJOASD (2018) Meta-analysis of personality traits in alzheimer’s disease: a comparison with healthy subjects. J Alzheimer's Dis 62:773–787CrossRef
go back to reference Dar-Nimrod I, Chapman BP, Franks P, Robbins J, Porsteinsson A, Mapstone M, Duberstein PR (2012) Personality factors moderate the associations between apolipoprotein genotype and cognitive function as well as late onset Alzheimer disease. Am J Geriatr Psychiatry 201:1026–1035CrossRef Dar-Nimrod I, Chapman BP, Franks P, Robbins J, Porsteinsson A, Mapstone M, Duberstein PR (2012) Personality factors moderate the associations between apolipoprotein genotype and cognitive function as well as late onset Alzheimer disease. Am J Geriatr Psychiatry 201:1026–1035CrossRef
go back to reference Deyoung CG, Quilty LC, Peterson JB (2007) Between facets and domains: 10 aspects of the Big Five. J Pers Soc Psychol 93:880PubMedCrossRef Deyoung CG, Quilty LC, Peterson JB (2007) Between facets and domains: 10 aspects of the Big Five. J Pers Soc Psychol 93:880PubMedCrossRef
go back to reference Diaz AP, Schwarzbold ML, Thais ME, Cavallazzi GG, Schmoeller R, Nunes JC, Hohl A, Guarnieri R, Linhares MN, Walz R (2014) Personality changes and return to work after severe traumatic brain injury: a prospective study. Rev Bras Psiquiatr 36:213–219PubMedCrossRef Diaz AP, Schwarzbold ML, Thais ME, Cavallazzi GG, Schmoeller R, Nunes JC, Hohl A, Guarnieri R, Linhares MN, Walz R (2014) Personality changes and return to work after severe traumatic brain injury: a prospective study. Rev Bras Psiquiatr 36:213–219PubMedCrossRef
go back to reference Digman JM, Inouye J (1986) Further specification of the five robust factors of personality. J Pers Soc Psychol 50:116CrossRef Digman JM, Inouye J (1986) Further specification of the five robust factors of personality. J Pers Soc Psychol 50:116CrossRef
go back to reference Fischer H, Wik G, Fredrikson M (1997) Extraversion, neuroticism and brain function: A PET study of personality. Personality Individ Differ 23:345–352CrossRef Fischer H, Wik G, Fredrikson M (1997) Extraversion, neuroticism and brain function: A PET study of personality. Personality Individ Differ 23:345–352CrossRef
go back to reference Goldberg LR (1990) An alternative “description of personality”: the big-five factor structure. J Person Soc Psychol 59:1216CrossRef Goldberg LR (1990) An alternative “description of personality”: the big-five factor structure. J Person Soc Psychol 59:1216CrossRef
go back to reference Gracia-García P, De-La-cámara C, Santabárbara J, Lopez-Anton R, Quintanilla MA, Ventura T, Marcos G, Campayo A, Saz P, Lyketsos C (2015) Depression and incident alzheimer disease: the impact of disease severity. Am J Geriatric Psychiatry 23:119–129CrossRef Gracia-García P, De-La-cámara C, Santabárbara J, Lopez-Anton R, Quintanilla MA, Ventura T, Marcos G, Campayo A, Saz P, Lyketsos C (2015) Depression and incident alzheimer disease: the impact of disease severity. Am J Geriatric Psychiatry 23:119–129CrossRef
go back to reference Griffin AS, Guillette LM, Healy SDJTIE, Evolution (2015) Cognition and personality: an analysis of an emerging field. Trend Ecol Evol 30:207–214CrossRef Griffin AS, Guillette LM, Healy SDJTIE, Evolution (2015) Cognition and personality: an analysis of an emerging field. Trend Ecol Evol 30:207–214CrossRef
go back to reference Islam M, Mazumder M, Schwabe-Warf D, Stephan Y, Sutin AR, Terracciano A (2019) Personality changes with dementia from the informant perspective: new data and meta-analysis. J Am Med Dir Assoc 20:131–137PubMedPubMedCentralCrossRef Islam M, Mazumder M, Schwabe-Warf D, Stephan Y, Sutin AR, Terracciano A (2019) Personality changes with dementia from the informant perspective: new data and meta-analysis. J Am Med Dir Assoc 20:131–137PubMedPubMedCentralCrossRef
go back to reference Jackson J, Balota DA, Head D (2011) Exploring the relationship between personality and regional brain volume in healthy aging. Neurobiol Aging 32:2162–2171PubMedCrossRef Jackson J, Balota DA, Head D (2011) Exploring the relationship between personality and regional brain volume in healthy aging. Neurobiol Aging 32:2162–2171PubMedCrossRef
go back to reference Jagust W (2018) Imaging the evolution and pathophysiology of Alzheimer disease. Nature Rev Neurosci 19:687CrossRef Jagust W (2018) Imaging the evolution and pathophysiology of Alzheimer disease. Nature Rev Neurosci 19:687CrossRef
go back to reference Johansson L, Guo X, Duberstein PR, Hallstrom T, Waern M, Ostling S, Skoog I (2014) Midlife personality and risk of Alzheimer disease and distress: a 38-year follow-up. Neurology 83:1538–1544PubMedCrossRef Johansson L, Guo X, Duberstein PR, Hallstrom T, Waern M, Ostling S, Skoog I (2014) Midlife personality and risk of Alzheimer disease and distress: a 38-year follow-up. Neurology 83:1538–1544PubMedCrossRef
go back to reference Johnson DL, Wiebe JS, Gold SM, Andreasen NC, Hichwa RD, Watkins GL, Boles Ponto LL (1999) Cerebral blood flow and personality: a positron emission tomography study. Am J Psychiatry 156:252–257PubMed Johnson DL, Wiebe JS, Gold SM, Andreasen NC, Hichwa RD, Watkins GL, Boles Ponto LL (1999) Cerebral blood flow and personality: a positron emission tomography study. Am J Psychiatry 156:252–257PubMed
go back to reference Johnson LA, Sohrabi HR, Hall JR, Kevin T, Edwards M, O'Bryant SE, Martins RN (2015) A depressive endophenotype of poorer cognition among cognitively healthy community-dwelling adults: results from the Western Australia memory study. Int J Geriatric Psychiatry 30:881–886CrossRef Johnson LA, Sohrabi HR, Hall JR, Kevin T, Edwards M, O'Bryant SE, Martins RN (2015) A depressive endophenotype of poorer cognition among cognitively healthy community-dwelling adults: results from the Western Australia memory study. Int J Geriatric Psychiatry 30:881–886CrossRef
go back to reference Johnson KA, Schultz A, Betensky RA, Becker JA, Sepulcre J, Rentz D, Mormino E, Chhatwal J, Amariglio R, Papp K (2016) Tau positron emission tomographic imaging in aging and early A lzheimer disease. Ann Neurol 79:110–119PubMedCrossRef Johnson KA, Schultz A, Betensky RA, Becker JA, Sepulcre J, Rentz D, Mormino E, Chhatwal J, Amariglio R, Papp K (2016) Tau positron emission tomographic imaging in aging and early A lzheimer disease. Ann Neurol 79:110–119PubMedCrossRef
go back to reference Leonhardt A, Schmukle SC, Exner C (2016) Evidence of Big-Five personality changes following acquired brain injury from a prospective longitudinal investigation. J Psychosom Res 82:17–23PubMedCrossRef Leonhardt A, Schmukle SC, Exner C (2016) Evidence of Big-Five personality changes following acquired brain injury from a prospective longitudinal investigation. J Psychosom Res 82:17–23PubMedCrossRef
go back to reference Lovibond PF, Lovibond SH (1995) The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behav Res Ther 33:335–343PubMedCrossRef Lovibond PF, Lovibond SH (1995) The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behav Res Ther 33:335–343PubMedCrossRef
go back to reference Low LF, Harrison F, Lackersteen SM (2013) Does personality affect risk for dementia? A systematic review and meta-analysis. Am J Geriatric Psychiatry 21:713–728CrossRef Low LF, Harrison F, Lackersteen SM (2013) Does personality affect risk for dementia? A systematic review and meta-analysis. Am J Geriatric Psychiatry 21:713–728CrossRef
go back to reference McCabe KA, Woods SP, Weinborn M, Sohrabi HR, Rainey-Smith S, Brown BM, Gardener SL, Taddei K, Martins RN (2018) Personality characteristics are independently associated with prospective memory in the laboratory, and in daily Life, among older adults. J Res Pers 76:32–37CrossRef McCabe KA, Woods SP, Weinborn M, Sohrabi HR, Rainey-Smith S, Brown BM, Gardener SL, Taddei K, Martins RN (2018) Personality characteristics are independently associated with prospective memory in the laboratory, and in daily Life, among older adults. J Res Pers 76:32–37CrossRef
go back to reference McCrae RR, Costa PT (1987) Validation of the five-factor model of personality across instruments and observers. J Pers Soc Psychol 52:81PubMedCrossRef McCrae RR, Costa PT (1987) Validation of the five-factor model of personality across instruments and observers. J Pers Soc Psychol 52:81PubMedCrossRef
go back to reference McCrae RR, Costa Jr PT (2010) NEO inventories professional manual. Psychological Assessment Resources, Odessa, FL McCrae RR, Costa Jr PT (2010) NEO inventories professional manual. Psychological Assessment Resources, Odessa, FL
go back to reference Mosconi L (2013) Glucose metabolism in normal aging and Alzheimer’s disease: methodological and physiological considerations for PET studies. Clin Transl Imaging 1:217–233CrossRef Mosconi L (2013) Glucose metabolism in normal aging and Alzheimer’s disease: methodological and physiological considerations for PET studies. Clin Transl Imaging 1:217–233CrossRef
go back to reference Nishita Y, Tange C, Tomida M, Otsuka R, Ando F, Shimokata H (2016) Personality and global cognitive decline in Japanese community-dwelling elderly people: A 10-year longitudinal study. J Psychosom Res 91:20–25PubMedCrossRef Nishita Y, Tange C, Tomida M, Otsuka R, Ando F, Shimokata H (2016) Personality and global cognitive decline in Japanese community-dwelling elderly people: A 10-year longitudinal study. J Psychosom Res 91:20–25PubMedCrossRef
go back to reference Palmqvist S, Schöll M, Strandberg O, Mattsson N, Stomrud E, Zetterberg H, Blennow K, Landau S, Jagust W, Hansson O (2017) Earliest accumulation of β-amyloid occurs within the default-mode network and concurrently affects brain connectivity. Nature Commun 8:1214CrossRef Palmqvist S, Schöll M, Strandberg O, Mattsson N, Stomrud E, Zetterberg H, Blennow K, Landau S, Jagust W, Hansson O (2017) Earliest accumulation of β-amyloid occurs within the default-mode network and concurrently affects brain connectivity. Nature Commun 8:1214CrossRef
go back to reference Rimajova M, Lenzo NP, Wu J-S, Bates KA, Campbell A, Dhaliwal SS, Mccarthy M, Rodrigues M, Paton A, Rowe CJJOASD (2008) Fluoro-2-deoxy-D-glucose (FDG)-PET in APOEε4 carriers in the Australian population. J Am Med Direct Assoc 13:137–146 Rimajova M, Lenzo NP, Wu J-S, Bates KA, Campbell A, Dhaliwal SS, Mccarthy M, Rodrigues M, Paton A, Rowe CJJOASD (2008) Fluoro-2-deoxy-D-glucose (FDG)-PET in APOEε4 carriers in the Australian population. J Am Med Direct Assoc 13:137–146
go back to reference Roberts BW, Walton KE, Viechtbauer W (2006) Patterns of mean-level change in personality traits across the life course: a meta-analysis of longitudinal studies. Psychol Bull 132:1–25PubMedCrossRef Roberts BW, Walton KE, Viechtbauer W (2006) Patterns of mean-level change in personality traits across the life course: a meta-analysis of longitudinal studies. Psychol Bull 132:1–25PubMedCrossRef
go back to reference Roberts BW, Luo J, Briley DA, Chow PI, Su R, Hill PL (2017) A systematic review of personality trait change through intervention. Psychol Bull 143:117–U122PubMedCrossRef Roberts BW, Luo J, Briley DA, Chow PI, Su R, Hill PL (2017) A systematic review of personality trait change through intervention. Psychol Bull 143:117–U122PubMedCrossRef
go back to reference Robins-Wahlin TB, Byrne GJ (2011) Personality changes in Alzheimer's disease: a systematic review. Int J Geriatr Psychiatry 26:1019–1029PubMedCrossRef Robins-Wahlin TB, Byrne GJ (2011) Personality changes in Alzheimer's disease: a systematic review. Int J Geriatr Psychiatry 26:1019–1029PubMedCrossRef
go back to reference Rossetti HC, Lacritz LH, Cullum CM, Weiner MF (2011) Normative data for the Montreal Cognitive Assessment (MoCA) in a population-based sample. Neurology 77:1272–1275PubMedCrossRef Rossetti HC, Lacritz LH, Cullum CM, Weiner MF (2011) Normative data for the Montreal Cognitive Assessment (MoCA) in a population-based sample. Neurology 77:1272–1275PubMedCrossRef
go back to reference Schultz SA, Gordon BA, Mishra S, Su Y, Morris JC, Ances BM, Duchek JM, Balota DA, Benzinger TL (2019) Association between personality and tau-PET binding in cognitively normal older adults. Brain Imaging Behavior 2019:1–10 Schultz SA, Gordon BA, Mishra S, Su Y, Morris JC, Ances BM, Duchek JM, Balota DA, Benzinger TL (2019) Association between personality and tau-PET binding in cognitively normal older adults. Brain Imaging Behavior 2019:1–10
go back to reference Silverman DH, Small GW, Chang CY, Lu CS, de Aburto MAK, Chen W, Czernin J, Rapoport SI, Pietrini P, Alexander GE (2001) Positron emission tomography in evaluation of dementia: regional brain metabolism and long-term outcome. JAMA 286:2120–2127PubMedCrossRef Silverman DH, Small GW, Chang CY, Lu CS, de Aburto MAK, Chen W, Czernin J, Rapoport SI, Pietrini P, Alexander GE (2001) Positron emission tomography in evaluation of dementia: regional brain metabolism and long-term outcome. JAMA 286:2120–2127PubMedCrossRef
go back to reference Sohrabi HR, Bates KA, Rodrigues M, Taddei K, Martins G, Laws SM, Lautenschlager NT, Dhaliwal SS, Foster JK, Martins RN (2009) The relationship between memory complaints, perceived quality of life and mental health in apolipoprotein Eepsilon4 carriers and non-carriers. J Alzheimers Dis 17:69–79PubMedCrossRef Sohrabi HR, Bates KA, Rodrigues M, Taddei K, Martins G, Laws SM, Lautenschlager NT, Dhaliwal SS, Foster JK, Martins RN (2009) The relationship between memory complaints, perceived quality of life and mental health in apolipoprotein Eepsilon4 carriers and non-carriers. J Alzheimers Dis 17:69–79PubMedCrossRef
go back to reference Specht J, Egloff B, Schmukle SC (2011) Stability and change of personality across the life course: the impact of age and major life events on mean-level and rank-order stability of the Big Five. J Pers Soc Psychol 101:862–882PubMedCrossRef Specht J, Egloff B, Schmukle SC (2011) Stability and change of personality across the life course: the impact of age and major life events on mean-level and rank-order stability of the Big Five. J Pers Soc Psychol 101:862–882PubMedCrossRef
go back to reference Tabchnick BG, Fidell LS (2006) Using multivariate statistics. Allyin & Bacon, Boston Tabchnick BG, Fidell LS (2006) Using multivariate statistics. Allyin & Bacon, Boston
go back to reference Taki Y, Thyreau B, Kinomura S, Sato K, Goto R, Wu K, Kawashima R, Fukuda H (2013) A longitudinal study of the relationship between personality traits and the annual rate of volume changes in regional gray matter in healthy adults. Hum Brain Mapp 34:3347–3353PubMedCrossRef Taki Y, Thyreau B, Kinomura S, Sato K, Goto R, Wu K, Kawashima R, Fukuda H (2013) A longitudinal study of the relationship between personality traits and the annual rate of volume changes in regional gray matter in healthy adults. Hum Brain Mapp 34:3347–3353PubMedCrossRef
go back to reference Talassi E, Cipriani G, Bianchetti A, Trabucchi M (2007) Personality changes in Alzheimer's disease. Aging Ment Health 11:526–531PubMedCrossRef Talassi E, Cipriani G, Bianchetti A, Trabucchi M (2007) Personality changes in Alzheimer's disease. Aging Ment Health 11:526–531PubMedCrossRef
go back to reference Tautvydaitė D, Kukreja D, Antonietti J-P, Henry H, von Gunten A, Popp J (2017) Interaction between personality traits and cerebrospinal fluid biomarkers of Alzheimer’s disease pathology modulates cognitive performance. Alzheimer's Res Therapy 9:6CrossRef Tautvydaitė D, Kukreja D, Antonietti J-P, Henry H, von Gunten A, Popp J (2017) Interaction between personality traits and cerebrospinal fluid biomarkers of Alzheimer’s disease pathology modulates cognitive performance. Alzheimer's Res Therapy 9:6CrossRef
go back to reference Terracciano A, Iacono D, O’Brien RJ, Troncoso JC, An Y, Sutin AR, Ferrucci L, Zonderman AB, Resnick SM (2013) Personality and resilience to Alzheimer’s disease neuropathology: a prospective autopsy study. Neurobiol Aging 34:1045–1050PubMedCrossRef Terracciano A, Iacono D, O’Brien RJ, Troncoso JC, An Y, Sutin AR, Ferrucci L, Zonderman AB, Resnick SM (2013) Personality and resilience to Alzheimer’s disease neuropathology: a prospective autopsy study. Neurobiol Aging 34:1045–1050PubMedCrossRef
go back to reference Terracciano A, Sutin AR, An Y, O'Brien RJ, Ferrucci L, Zonderman AB, Resnick SM (2014) Personality and risk of Alzheimer's disease: new data and meta-analysis. Alzheimer's Dementia 10:179–186PubMedCrossRef Terracciano A, Sutin AR, An Y, O'Brien RJ, Ferrucci L, Zonderman AB, Resnick SM (2014) Personality and risk of Alzheimer's disease: new data and meta-analysis. Alzheimer's Dementia 10:179–186PubMedCrossRef
go back to reference Terracciano A, Stephan Y, Luchetti M, Albanese E, Sutin AR (2017) Personality traits and risk of cognitive impairment and dementia. J Psychiatr Res 89:22–27PubMedPubMedCentralCrossRef Terracciano A, Stephan Y, Luchetti M, Albanese E, Sutin AR (2017) Personality traits and risk of cognitive impairment and dementia. J Psychiatr Res 89:22–27PubMedPubMedCentralCrossRef
go back to reference Tsai SJ, Yu YW, Hong CJ (2004) Personality traits in young female apolipoprotein E (apoE) epsilon4 and non-epsilon4 carriers. Am J Med Genet B Neuropsychiatr Genet 124B:58–60PubMedCrossRef Tsai SJ, Yu YW, Hong CJ (2004) Personality traits in young female apolipoprotein E (apoE) epsilon4 and non-epsilon4 carriers. Am J Med Genet B Neuropsychiatr Genet 124B:58–60PubMedCrossRef
go back to reference Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix N, Mazoyer B, Joliot M (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15:273–289CrossRefPubMed Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix N, Mazoyer B, Joliot M (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15:273–289CrossRefPubMed
go back to reference Weissman MM, Bland RC, Canino GJ, Faravelli C, Greenwald S, Hwu H-G, Joyce PR, Karam EG, Lee C-K, Lellouch J (1996) Cross-national epidemiology of major depression and bipolar disorder. JAMA 276:293–299PubMedCrossRef Weissman MM, Bland RC, Canino GJ, Faravelli C, Greenwald S, Hwu H-G, Joyce PR, Karam EG, Lee C-K, Lellouch J (1996) Cross-national epidemiology of major depression and bipolar disorder. JAMA 276:293–299PubMedCrossRef
go back to reference Williams PG, Suchy Y, Kraybill ML (2013) Preliminary evidence for low openness to experience as a pre-clinical marker of incipient cognitive decline in older adults. J Res Pers 47:945–951CrossRef Williams PG, Suchy Y, Kraybill ML (2013) Preliminary evidence for low openness to experience as a pre-clinical marker of incipient cognitive decline in older adults. J Res Pers 47:945–951CrossRef
go back to reference Zhou L, Salvado O, Dore V, Bourgeat P, Raniga P, Macaulay SL, Ames D, Masters CL, Ellis KA, Villemagne VL et al (2014) MR-less surface-based amyloid assessment based on 11C PiB PET. PLoS ONE 9:e84777PubMedPubMedCentralCrossRef Zhou L, Salvado O, Dore V, Bourgeat P, Raniga P, Macaulay SL, Ames D, Masters CL, Ellis KA, Villemagne VL et al (2014) MR-less surface-based amyloid assessment based on 11C PiB PET. PLoS ONE 9:e84777PubMedPubMedCentralCrossRef
Metadata
Title
Personality factors and cerebral glucose metabolism in community-dwelling older adults
Authors
Hamid R. Sohrabi
Kathryn Goozee
Michael Weinborn
Kaikai Shen
Belinda M. Brown
Stephanie R. Rainey-Smith
Olivier Salvado
Kevin Taddei
Romola S. Bucks
Paul Maruff
Simon M. Laws
Nat Lenzo
Manja Laws
Colin DeYoung
Craig Speelman
Christoph Laske
David Ames
Greg Savage
Ralph N. Martins
Publication date
01-06-2020
Publisher
Springer Berlin Heidelberg
Published in
Brain Structure and Function / Issue 5/2020
Print ISSN: 1863-2653
Electronic ISSN: 1863-2661
DOI
https://doi.org/10.1007/s00429-020-02071-0

Other articles of this Issue 5/2020

Brain Structure and Function 5/2020 Go to the issue