Abstract
Cardiovascular disease (CVD) is associated with cognitive deficits even in the absence of stroke. We examined the relationship between cardiac performance, as measured by cardiac output (CO) and ejection fraction (EF), and brain activity during a verbal working memory (VWM) task in elderly CVD patients who tend to be at increased risk for vascular cognitive impairments. Seventeen patients were recruited from a cohort participating in an ongoing prospective study examining the effects of CVD on cognitive function in the elderly. Participants were diagnosed with CVD (age 68 ± 8) and completed a 2-back VWM task in a 1.5T fMRI paradigm. CO and EF were calculated from echocardiogram measures. Task-related activation was averaged in a priori regions of interest. The relationship between CO, EF, and 2-back-related activity was modeled using partial correlations (two-tailed p < .05) controlling for age and 2-back accuracy. All participants were globally cognitively intact as indicated by Mini-Mental Status Exam and Dementia Rating Scale scores. Mean accuracy on the 2-back was 78 ± 9% while reaction time averaged 1,027 ± 192 ms. Mean CO and EF values showed a large range (CO: 3.55 to 6.31; EF: 0.36 to 0.76) but average values were within the normal range. After controlling for age and 2-back accuracy, lower EF was related to decrease in left insula activity (r = 0.61, p = 0.03). There were trends for EF to be related to accuracy (r = 0.47, p = 0.09) and reaction time (r = −0.48, p = 0.09). CO was also related to insula activity (r = 0.60, p = 0.04) and activity in the supplementary motor area activity (r = 0.66, p = 0.01). Cardiac performance was related to decreased efficiency in task related brain areas and tended to be related to performance on a VWM task in elderly patients with CVD. Results have implications for a line of investigation indicating that cardiac and systemic vascular indices could be used as proxy measures to examine mechanisms of cerebrovascular dysfunction in the elderly.
Similar content being viewed by others
References
Birkenhager, W. H., Forette, F., Seux, M. L., Wang, J. G., & Staessen, J. A. (2001). Blood pressure, cognitive functions, and prevention of dementias in older patients with hypertension. Archives of Internal Medicine, 161(2), 152–156.
Bowler, J. V., Steenhuis, R., & Hachinski, V. (1999). Conceptual background to vascular cognitive impairment. Alzheimer Disease and Associated Disorders, 13(Suppl 3), S30–S37.
Braver, T. S., Cohen, J. D., Nystrom, L. E., Jonides, J., Smith, E. E., & Noll, D. C. (1997). A parametric study of prefrontal cortex involvement in human working memory. Neuroimage, 5(1), 49–62.
Claus, J. J., Breteler, M. M., Hasan, D., Krenning, E. P., Bots, M. L., Grobbee, D. E., et al. (1996). Vascular risk factors, atherosclerosis, cerebral white matter lesions and cerebral perfusion in a population-based study. European Journal of Nuclear Medicine, 23(6), 675–682.
Cohen, R. A., Poppas, A., Forman, D. E., Hoth, K. F., Haley, A., Gunstad, J., et al. (2009). Vascular and cognitive functions associated with cardiovascular disease in the elderly. Journal of Clinical and Experimental Neuropsychology, 31(1), 96–110.
Cox, R. W. (1996). AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Computational Biomedical Research, 29, 162–173.
Critchley, H. D., Mathias, C. J., & Dolan, R. J. (2001). Neuroanatomical basis for first- and second-order representations of bodily states. Nature Neuroscience, 4(2), 207–212.
Critchley, H. D., Wiens, S., Rotshtein, P., Ohman, A., & Dolan, R. J. (2004). Neural systems supporting interoceptive awareness. Nature Neuroscience, 7(2), 189–195.
de Leeuw, F. E., Richard, F., de Groot, J. C., van Duijn, C. M., Hofman, A., Van Gijn, J., et al. (2004). Interaction between hypertension, apoE, and cerebral white matter lesions. Stroke, 35(5), 1057–1060.
DeCarli, C., Miller, B. L., Swan, G. E., Reed, T., Wolf, P. A., Garner, J., et al. (1999). Predictors of brain morphology for the men of the NHLBI twin study. Stroke, 30(3), 529–536.
den Heijer, T., Launer, L. J., Prins, N. D., van Dijk, E. J., Vermeer, S. E., Hofman, A., et al. (2005). Association between blood pressure, white matter lesions, and atrophy of the medial temporal lobe. Neurology, 64(2), 263–267.
Gunstad, J., Cohen, R. A., Tate, D. F., Paul, R. H., Poppas, A., Hoth, K., et al. (2005). Blood pressure variability and white matter hyperintensities in older adults with cardiovascular disease. Blood Pressure, 14(6), 353–358.
Haley, A. P., Forman, D. E., Poppas, A., Hoth, K. F., Gunstad, J., Jefferson, A. L., et al. (2006). Carotid artery intima-media thickness and cognition in cardiovascular disease. International Journal of Cardiology, 121(2), 148–154.
Haley, A. P., Sweet, L. H., Gunstad, J., Forman, D. E., Poppas, A., Paul, R. H., et al. (2007). Verbal working memory and atherosclerosis in patients with cardiovascular disease: an fMRI study. Journal of Neuroimaging, 17(3), 227–233.
Hoth, K. F., Tate, D. F., Poppas, A., Forman, D. E., Gunstad, J., Moser, D. J., et al. (2007). Endothelial function and white matter hyperintensities in older adults with cardiovascular disease. Stroke, 38(2), 308–312.
Hoth, K. F., Poppas, A., Moser, D. J., Paul, R. H., & Cohen, R. A. (2008). Cardiac dysfunction and cognition in older adults with heart failure. Cognitive and Behavioral Neurology, 21(2), 65–72.
Jefferson, A. L., Poppas, A., Paul, R. H., & Cohen, R. A. (2007a). Systemic hypoperfusion is associated with executive dysfunction in geriatric cardiac patients. Neurobiology of Aging, 28(3), 477–483.
Jefferson, A. L., Tate, D. F., Poppas, A., Brickman, A. M., Paul, R. H., Gunstad, J., et al. (2007b). Lower cardiac output is associated with greater white matter hyperintensities in older adults with cardiovascular disease. Journal of the American Geriatrics Society, 55(7), 1044–1048.
Kim, J., Whyte, J., Wang, J., Rao, H., Tang, K. Z., & Detre, J. A. (2006). Continuous ASL perfusion fMRI investigation of higher cognition: quantification of tonic CBF changes during sustained attention and working memory tasks. NeuroImage, 31(1), 376–385.
Lang, R. M., Bierig, M., Devereux, R. B., Flachskampf, F. A., Foster, E., Pellikka, P. A., et al. (2005). Recommendations for chamber quantification: a report from the American society of echocardiography’s guidelines and standards committee and the chamber quantification writing group, developed in conjunction with the European association of echocardiography, a branch of the European society of cardiology. Journal of the American Society of Echocardiography, 18(12), 1440–1463.
Mahadevan, G., Davis, R. C., Frenneaux, M. P., Hobbs, F. D. R., Lip, G. Y. H., Sanderson, J. E., et al. (2008). Left ventricular ejection fraction: are the revised cut-off points for defining systolic dysfunction sufficiently evidence based? Heart, 94, 426–428.
Mattis, S. (1988). Dementia rating scale (DRS). Odessa: Psychological Assessment Resources.
Moser, D. J., Cohen, R. A., Clark, M. M., Aloia, M. S., Tate, B. A., Stefanik, S., et al. (1999). Neuropsychological functioning among cardiac rehabilitation patients. Journal of Cardiopulmonary Rehabilitation, 19(2), 91–97.
Moulinier, L., Venet, T., Schiller, N. B., Kurtz, T. W., Morris, R. C., Jr., & Sebastian, A. (1991). Measurement of aortic blood flow by Doppler echocardiography: day to day variability in normal subjects and applicability in clinical research. Journal of the American College of Cardiology, 17(6), 1326–1333.
Mulligan, R. C., Haley, A. P., Jerskey, B. A., Irani, F., Poppas, A., Sweet, L., et al. (2008). Endothelial function predicts fMRI activity in the medial prefrontal cortex. [Poster] Journal of the International Neuropsychological Society, 15(51), 48.
Oppenheimer, S. (1992). The insular cortex and the pathophysiology of stroke-induced cardiac changes. Canadian Journal of Neurological Sciences, 19(2), 208–211.
Oppenheimer, S. M., Wilson, J. X., Guiraudon, C., & Cechetto, D. F. (1991). Insular cortex stimulation produces lethal cardiac arrhythmias: a mechanism of sudden death? Brain Research, 550(1), 115–121.
Paul, R. H., Gunstad, J., Poppas, A., Tate, D. F., Foreman, D., Brickman, A. M., et al. (2005). Neuroimaging and cardiac correlates of cognitive function among patients with cardiac disease. Cerebrovascular Diseases, 20(2), 129–133.
Rastas, S., Pirttila, T., Viramo, P., Verkkoniemi, A., Halonen, P., Juva, K., et al. (2006). Association between blood pressure and survival over 9 years in a general population aged 85 and older. Journal of the American Geriatrics Society, 54(6), 912–918.
Rockwood, K. (2002). Vascular cognitive impairment and vascular dementia. Journal of the Neurological Sciences, 203–204, 23–27.
Roman, G. C., Erkinjuntti, T., Wallin, A., Pantoni, L., & Chui, H. C. (2002). Subcortical ischaemic vascular dementia. Lancet Neurology, 1(7), 426–436.
Saxena, P. R., & Schoemaker, R. G. (1993). Organ blood flow protection in hypertension and congestive heart failure. American Journal of Medicine, 94(4A), 4S–12S.
Smith, E. E., & Jonides, J. (1997). Working memory: a view from neuroimaging. Cognitive Psychology, 33(1), 5–42.
Sweet, L. H., Paskavitz, J. F., Haley, A. P., Gunstad, J. J., Mulligan, R. C., Nyalakanti, P. K., et al. (2008). Imaging phonological similarity effects on verbal working memory. Neuropsychologia, 46(4), 1114–1123.
Tranche, S., Galgo, A., Mundet, X., Sanchez-Zamorano, M. A., & Karen, A. P. (2005). Cardiovascular risk factors in type 2 diabetic patients: multifactorial intervention in primary care. Kidney International Supplement (93), S55–S62.
Verhaegen, P., Borchelt, M., & Smith, J. (2003). Relation between cardiovascular and metabolic disease and cognition in very old age: cross-sectional and longitudinal findings from the berlin aging study. Health Psychology, 22(6), 559–569.
Vermeer, S. E., Koudstaal, P. J., Oudkerk, M., Hofman, A., & Breteler, M. M. (2002). Prevalence and risk factors of silent brain infarcts in the population-based Rotterdam Scan Study. Stroke, 33(1), 21–25.
Vermeer, S. E., Hollander, M., van Dijk, E. J., Hofman, A., Koudstaal, P. J., & Breteler, M. M. (2003). Silent brain infarcts and white matter lesions increase stroke risk in the general population: the Rotterdam Scan Study. Stroke, 34(5), 1126–1129.
Zhang, Z., & Oppenheimer, S. M. (1997). Characterization, distribution and lateralization of baroreceptor-related neurons in the rat insular cortex. Brain Research, 760(1–2), 243–250.
Zhang, Z., & Oppenheimer, S. M. (2000). Electrophysiological evidence for reciprocal insulo-insular connectivity of baroreceptor-related neurons. Brain Research, 863(1–2), 25–41.
Zuccala, G., Onder, G., Pedone, C., Cocchi, A., Carosella, L., Cattel, C., et al. (2001). Cognitive dysfunction as a major determinant of disability in patients with heart failure: results from a multicentre survey. On behalf of the GIFA (SIGG-ONLUS) Investigators. Journal of Neurology, Neurosurgery and Psychiatry, 70(1), 109–112.
Acknowledgments
This work was supported by the following grants F32AG022773 (ALJ), F32HL074568 (JJG), F32NS042404 (LHS), T32AG020498 (BAJ, APH).
Author information
Authors and Affiliations
Corresponding author
Additional information
Funding Source: R01-AG017975 (RAC)
Rights and permissions
About this article
Cite this article
Irani, F., Sweet, L.H., Haley, A.P. et al. A fMRI Study of Verbal Working Memory, Cardiac Output, and Ejection Fraction in Elderly Patients with Cardiovascular Disease. Brain Imaging and Behavior 3, 350–357 (2009). https://doi.org/10.1007/s11682-009-9077-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11682-009-9077-0