Minimal functional brain differences between older adults with and without mild cognitive impairment during the stroop

REFERENCES

• Albert, M. S., DeKosky, S. T., Dickson, D., Dubois, B., Feldman, H. H., Fox, N. C., … Phelps, C. H. (2011). The diagnosis of mild cognitive impairment due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimer’s & Dementia, 7, 270–279. doi:10.1016/j.jalz.2011.03.008
   PubMed Web of Science ®Google Scholar
• Alzheimer’s Association. (2011). Alzheimer’s disease facts and figures. Alzheimer’s and Dementia, 7, 208–244. doi:10.1016/j.jalz.2011.02.004
   PubMed Web of Science ®Google Scholar
• Artero, S., Ancelin, M. L., Portet, F., Dupuy, A., Berr, C., Dartigues, J. F., … Ritchie, K. (2008). Risk profiles for Mild Cognitive Impairment and progression to dementia are gender specific. Journal of Neurology, Neurosurgery, & Psychiatry, 9, 979–984. doi:10.1136/jnnp.2007.136903
   Web of Science ®Google Scholar
• Ashburner, J., & Friston, K. J. (2005). Unified segmentation. NeuroImage, 26, 839–851.
   PubMed Web of Science ®Google Scholar
• Bandettini, P. A., & Cox, R. W. (2000). Event-related fMRI contrast when using constant interstimulus interval: Theory and experiment. Magnetic Resonance in Medicine, 43, 440–548.
   PubMed Web of Science ®Google Scholar
• Basso, M. R., Bornstein, R. A., & Lang, J. M. (1999). Practice effects on commonly used measures of executive function across twelve months. The Clinical Neuropsychologist, 13, 283–292.
   PubMed Web of Science ®Google Scholar
• Bélanger, S., Belleville, S., & Gauthier, S. (2010). Inhibition impairments in Alzheimer’s disease, mild cognitive impairment and healthy aging: Effect of congruency proportion in a Stroop task. Neuropsychologia, 48, 581–590.
   PubMed Web of Science ®Google Scholar
• Bennett, C. M., Baird, A. A., Miller, M. B., & Wolford, G. L. (2009). Neural Correlates of Interspecies Perspective Taking the Post-mortem Atlantic Salmon: An Argument for Multiple Comparisons Correction. Poster session presented at the 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, CA.
   Google Scholar
• Bennett, C. M., Wolford, G. L., & Miller, M. B. (2009). The principled control of false positives in neuroimaging. Scan, 4, 417–422. doi 10.1093/scan/nsp053
   Google Scholar
• Bondi, M. W., Houston, W. S., Eyler, L. T., & Brown, G. G. (2005). fMRI evidence of compensatory mechanisms in older adults at genetic risk for Alzheimer disease. Neurology, 64, 501–508. doi:10.1212/01.wnl.0000150885.00929.7e
   PubMed Web of Science ®Google Scholar
• Bookheimer, S. Y., Strojwas, M. H., Cohen, M. S., Saunders, A. M., Pericak-Vance, M. A., Mazzoitta, J. C., & Small, G. W. (2000). Patterns of brain activation in people at risk for Alzheimer’s disease. New England Journal of Medicine, 343, 450–456. doi:10.1056/NEJM20000817343070
   PubMed Web of Science ®Google Scholar
• Bowes, J. R., Stroman, P., & Garcias, A. (2011). Neural correlates of focused attention in cognitively normal older adults. World Journal of Neuroscience, 1, 19–27. doi:10.4236/wjns.2011.12003
   Google Scholar
• Braak, E., Griffing, K., Arai, K., Bohl, J., Bratzke, H., & Braak, H. (1999). Neuropathology of Alzheimer’s disease: What is new since A. Alzheimer? European Archives of Psychiatry and Clinical Neuroscience, 249, 14–22.
   PubMed Web of Science ®Google Scholar
• Brandt, J., Aretouli, E., Nejistrom, E., Samek, J., Manning, K., Albert, M. S., & Bandeen-Roche, K. (2009). Selectivity of executive function deficits in mild cognitive impairment. Neuropsychology, 23, 607–618. doi:10.1037/a0015851
   PubMed Web of Science ®Google Scholar
• Bush, G., Whalen, P. J., Rosen, B. R., Jenike, M. A., McInerney, S. C., & Rauch, S. L. (1998). The counting Stroop: An interference task specialized for functional neuroimaging–validation study with functional MRI. Human Brain Mapping, 6, 270–282.
   PubMed Web of Science ®Google Scholar
• Cahn-Weiner, D. A., Ready, R. E., & Malloy, P. F. (2003). Neuropsychological predictors of everyday memory and everyday functioning in patients with mild Alzheimer’s disease. Journal of Geriatric Psychiatry & Neurology, 16, 84–89.
   PubMed Web of Science ®Google Scholar
• Carter, S. F., Caine, D., Burns, A., Herholz, K., & Ralph, M. A. L. (2011). Staging of the cognitive decline in Alzheimer’s disease: Insights from a detailed neuropsychological investigation of mild cognitive impairment and mild Alzheimer’s disease. International Journal of Geriatric Psychiatry. Advance online publication. doi:10.1002/gps.2738
   Google Scholar
• Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Lawrence Earlbaum Associates.
   Google Scholar
• Crowell, T. A., Luis, C. A., Vanderploeg, R. D., Schinka, J. A., & Mullan, M. (2002). Memory patterns and executive functioning in mild cognitive impairment and Alzheimer’s disease. Aging, Neuropsychology, and Cognition, 9, 288–297.
   Web of Science ®Google Scholar
• Delis, D., Kaplan, E., & Kramer, J. (2001). Delis-Kaplan executive function system. The Psychological Corporation. San Antonio, TX: Harcourt Brace & Company.
   Google Scholar
• Dickerson, B. C., Salat, D. H., Greve, D. N., Chua, E. F., Rand-Giovannetti, E., Rentz, D. M., … Sperling, R. A. (2005). Increased hippocampal activation in mild cognitive impairment compared to normal aging and AD. Neurology, 65, 404–411.
   PubMed Web of Science ®Google Scholar
• Dickerson, B. C., & Sperling, R. A. (2008). Functional abnormalities of the medial temporal lobe memory system in mild cognitive impairment and Alzheimer’s disease: Insights from functional MRI studies. Neuropsychologia, 46, 1624–1635.
   PubMed Web of Science ®Google Scholar
• Duff, K., Hobson, V. L., Beglinger, L. J., & O’Bryant, S. E. (2010). Diagnostic accuracy of the RBANS in mild cognitive impairment: Limitations on assessing milder impairments. Archives of Clinical Neuropsychology, 25, 429–441. doi:10.1093/arclin/acq045
   PubMed Web of Science ®Google Scholar
• Fischer, P., Jungwirth, S., Zehetmayer, S., Weissgram, S., Hoenigschnabl, S., Gelpi, E., … Tragl, K. H. (2007). Conversion from subtypes of mild cognitive impairment to Alzheimer dementia. Neurology, 68, 288–291. doi:10.1212/01.wnl.0000252358.03285.9d
   PubMed Web of Science ®Google Scholar
• Filippini, N., MacIntosh, B. J., Hough, M. G., Goodwin, G. M., Frisoni, G. B., Smith, S. M., … Mackay, C. E. (2009). Distinct patterns of brain activity in young carriers of the APOE ϵ-4 allele. Proceedings of the National Academy of Sciences of the United States of America, 106, 7209–7214.
   PubMed Web of Science ®Google Scholar
• Folstein, M. F., Folstein, S. E., & McHugh, P. R. (1975). “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. Journal of Psychiatric Research, 12, 189–198.
   PubMed Web of Science ®Google Scholar
• Guralnik, J. M., Simonsick, E. M., Ferrucci, L., Glynn, R. J., Berkman, L. F., Blazer, D. G., & Wallace, R. B. (1994). A short physical performance battery assessing lower extremity function: Association with self-reported disability and prediction of mortality and nursing home admission. Journal of Gerontology, 49, M85–M94.
   PubMedGoogle Scholar
• Han, S. D., Bangen, K. J., & Bondi, M. W. (2009). Functional magnetic resonance imaging of compensatory neural recruitment in aging and risk for Alzheimer’s disease: Review and recommendations. Dementia and Geriatric Cognitive Disorders, 27, 1–10. doi:10.1159/000182420
   PubMed Web of Science ®Google Scholar
• Han, S. D., Houston, W. S., Jak, A. J., Eyler, L. T., Nagel, B. J., Fleisher, A. S., … Bondi, M. W. (2007). Verbal paired-associate learning by APOE genotype in nondemented older adults: fMRI evidence of a right hemispheric compensatory response. Neurobiology of Aging, 28, 238–247. doi:10.1016/j.neurobiolaging.2005.12.013
   PubMed Web of Science ®Google Scholar
• Hoops, S., Nazem, S., Siderowf, A. D., Duda, J. E., Xie, S. X., Stern, M. B., & Weintraub, D. (2009). Validity of the MoCA and MMSE in the detection of MCI and dementia in Parkison disease. Neurology, 73, 1738–1745. doi:10.1212/WNL.0b013e3181c34b47
   PubMed Web of Science ®Google Scholar
• Hughes, C. P., Berg, L., Danziger, W. L., Coben, L. A., & Martin, R. L. (1982). A new clinical scale for the staging of dementia. The British Journal of Psychiatry, 140, 566–572. doi:10.1192/bjp.140.6.566
   PubMed Web of Science ®Google Scholar
• Irish, M., Lawlor, B. A., Coen, R. F., & O’Mara, S. M. (2011). Everyday episodic memory in amnestic mild cognitive impairment: A preliminary investigation. BMC Neuroscience, 12(80), 1–13. doi:10.1186/1471-2202-12-80
   PubMed Web of Science ®Google Scholar
• Jefferson, A., Paul, R., Ozonoff, A., & Cohen, R. (2006). Evaluating elements of executive functioning as predictors of instrumental activities of daily living (IADLs). Archives of Clinical Neuropsychology, 21, 311–320. doi:10.1016/j.acn.2006.03.007
   PubMed Web of Science ®Google Scholar
• Kao, M., Mandal, A., Lazar, N., & Stufken, J. (2009). Multi-objective optimal experimental designs for event-related fMRI studies. NeuroImage, 44, 849–856.
   PubMed Web of Science ®Google Scholar
• Kaufmann, L., Ischebeck, A., Weiss, E., Koppelstaetter, F., Siedentopf, C., Vogel, S. E., … Wood, G. (2008). An fMRI study of the numerical Stroop task in individuals with and without minimal cognitive impairment. Cortex, 44, 1248–1255. doi:10.1016/j.cortex.2007.11.009
   PubMed Web of Science ®Google Scholar
• Kramer, J. H., Nelson, A., Johnson, J. K., Yaffe, K., Glenn, S., Rosen, H. J., & Miller, B. (2006). Multiple cognitive deficits in amnestic mild cogntive impairment. Dementia and Geriatric Cognitive Disorders, 22, 306–311. doi:10.1159/000095303
   PubMed Web of Science ®Google Scholar
• Langenecker, S. A., Nielson, K. A., & Rao, S. M. (2004). fMRI of healthy older aduls during Stroop intereference. Neuroimage, 21, 192–200.
   PubMed Web of Science ®Google Scholar
• Lazar, N. A. (2008). The statistical analysis of functional MRI data. New York, NY: Springer.
   Google Scholar
• Lewis, M., & Miller, L. S. (2007). Executive control functioning and functional ability in older adults. The Clinical Neuropsychologist, 21, 274–285. doi:10.1080/13854040500519752
   PubMed Web of Science ®Google Scholar
• Lezak, M., Howieson, D. B., & Bigler, E. D. (2012). Neuropsychological assessment (5th ed.). New York, NY: Oxford University Press.
   Google Scholar
• Li, C., Zheng, J., Wang, J., Gui, L., & Li, C. (2009). An fMRI Stroop Task Study of Prefrontal Cortical Function in Normal Aging, Mild Cognitive Impairment, and Alzheimer’s Disease. Current Alzheimer Research, 6, 525–530. doi:10.2174/156720509790147142
   PubMed Web of Science ®Google Scholar
• MacLeod, C. M. (1998). Training on integrated versus separated Stroop tasks: The porgression of intereference and facilitation. Memory & Cognition, 26, 201–211.
   PubMed Web of Science ®Google Scholar
• Maldjian, J. A., Laurienti, P. J., Kraft, R. A., & Burdette, J. H. (2003). An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets. Neuroimage, 19, 1233–1239. doi:10.1016/S1053-8119(03)00169-1
   PubMed Web of Science ®Google Scholar
• Marcotte, T. D., Scott, J. C., Kamat, R., & Heaton, R. (2010). Neuropsychology and the prediction of everyday functioning. In T. D. Marcotte & I. Grant (Eds.), Neuropsychology of everyday functioning (pp. 5–39). New York, NY: Guilford Press.
   Google Scholar
• Markesbery, W. R. (2010). Neuropathologic alterations in mild cognitive impairment: A review. Journal of Alzheimer’s Disease, 19, 221–228. doi:10.3233/JAD-2010-1220
   PubMed Web of Science ®Google Scholar
• Markesbery, W. R., Schmitt, F. A., Kryscio, R. J., Davis, D. G., Smith, C. D., & Wekstein, D. R. (2006). Neuropathologic substrate of mild cognitive impairment. Archives of Neurology, 63, 38–46.
   PubMed Web of Science ®Google Scholar
• Miezin, F. M., Maccotta, L., Ollinger, J. M., Petersen, S. E., & Buckner, R. L. (2000). Characterising the hemodynamic response: Effects of presentation rate, sampling procedure, and the possibility of ordering brain activity based on relative timing. Neuroimage, 11, 735–759.
   PubMed Web of Science ®Google Scholar
• Milham, M. P., Erickson, K. I., Banich, M. T., Kramer, A. F., Webb, A., Wszalek, T., & Cohen, N. J. (2002). Attentional control in the aging brain: Insights from an fMRI study of the Stroop task. Brain and Cognition, 49, 277–296.
   PubMed Web of Science ®Google Scholar
• Mitchell, A. (2009). A meta-analysis of the accuracy of the mini-mental state examination in the detection of dementia and mild cognitive impairment. Journal of Psychiatric Research, 43, 411–431. doi:10.1016/j.jpsychires.2008.04.014
   PubMed Web of Science ®Google Scholar
• Mitchell, M., & Miller, L. S. (2008). Executive functioning and observed versus self-reported measures of functional ability. The Clinical Neuropsychologist, 22, 471–479.
   PubMed Web of Science ®Google Scholar
• Mostofsky, S. H., Schafer, J. G. B., Abrams, M. T., Goldberg, M. C., Flower, A. A., Boyce, A., … Pekar, J. J. (2003). fMRI evidence that the neural basis of response inhibition is task-dependent. Cognitive Brain Research, 17, 419–430.
   PubMedGoogle Scholar
• Nasreddine, Z. S., Phillips, N. A., Bédirian, V., Charbonneau, S., Whitehead, V., Collin, I., … Chertkow, H. (2005). The Montreal Cognitive Assessment, MoCA: A brief screening tool for mild cognitive impairment. Journal of the American Geriatrics Society, 53, 695–699. doi:10.1111/j.1532-5415.2005.53221.x
   PubMed Web of Science ®Google Scholar
• Nee, D. E., Wager, T. D., & Jonides, J. (2007). Interference resolution: Insights from a meta-analysis of neuroimaging tasks. Cognitive, Affective, & Behavioral, 7, 1–17.
   PubMed Web of Science ®Google Scholar
• Nordlund, A., Rolstad, S., Hellström, P., Sjögren, M., Hansen, S., & Wallin, A. (2005). The Goteborg MCI study: Mild cognitive impairment is a heterogenous condition. Journal of Neurology, Neurosurgery, & Psychiatry with Practical Neurology, 76, 1485–1490. doi:10.1136/jnnp.2004.050385
   PubMed Web of Science ®Google Scholar
• Pereira, F. S., Yassuda, M. S., Oliveira, A. M., & Forlenza, O. V. (2008). Executive dysfunction correlates with impaired functional status in older adults with varying degrees of cognitive impairment. International Psychogeriatrics, 20, 1104–1115. doi:10.1017/S1041610208007631
   PubMed Web of Science ®Google Scholar
• Persson, J., Nyberg, L., Lind, J., Larsson, A., Nilsson, L., Ingvar, M., & Buckner, R. L. (2006). Structure–function correlates of cognitive decline in aging. Cerebral Cortex, 16, 907–915. doi:10.1093/cercor/bhj036
   PubMed Web of Science ®Google Scholar
• Petersen, R. C. (2003). Mild cognitive impairment: Aging to Alzheimer’s disease. New York, NY: Oxford University Press.
   Google Scholar
• Petersen, R. C. (2004). Mild cognitive impairment as a diagnostic entity. Journal of Internal Medicine, 256, 183–194. doi:10.1111/j.1365-2796.2004.01388.x
   PubMed Web of Science ®Google Scholar
• Petersen, R. C., Roberts, R. O., Knopman, D. S., Boeve, B. F., Geda, Y. E., Ivnik, R. J., … Jack, C. R. (2009). Mild cognitive impairment: Ten years later. Archives of Neurology, 66, 1447–1455. doi:10.1001/archneurol.2009.266
   PubMed Web of Science ®Google Scholar
• Petersen, R. C., Smith, G. E., Waring, S. C., Ivnik, R. J., Tangalos, E. G., & Kokmen, E. (1999). Mild cognitive impairment clinical characterization and outcome. Archives of Neurology, 56, 303–308.
   PubMed Web of Science ®Google Scholar
• Poldrack, R. (2012). The future of fMRI in cognitive neuroscience. Neuroimage, 62, 1260–1220.
   Web of Science ®Google Scholar
• Pozueta, A., Rodríguez-Rodríguez, E., Vazquez-Higuera, J. L., Mateo, I., Sánchez-Juan, P., González-Perez, S., … Combarros, O. (2011). Detection of early Alzherimer’s disease in MCI patients by the combination of MMSE and an episodic memory test. BMC Neurology, 11, 78–82. doi:10.1186/1471-2377-11-78
   PubMed Web of Science ®Google Scholar
• Predictive Analytics Software. (2002). Predictive Analytics Software (version 18.0). Chicago, IL: SPSS.
   Google Scholar
• Psychology Software Tools. (2006). E-Prime (Version 2.0). Pittsburgh, PA: Psychology Software Tools.
   Google Scholar
• Rainville, C., Lepage, E., Gautheir, S., Kergoat, M. J., & Belleville, S. (2012). Executive function deficits in persons with mild cognitive impairment: A study with a Tower of London task. Journal of Clinical and Experimental Neuropsychology, 34, 306–324. Retrieved from http://dx.doi.org/10.1080/13803395.2011.639298
   Google Scholar
• Randolph, C. (1998). Repeatable battery for the assessment of neuropsychological status. San Antonio, TX: The Psychological Corporation.
   Google Scholar
• Reuter-Lorenz, P. A., & Cappell, K. A. (2008). Neurocognitive aging and compensation hypothesis. Current Directions in Psychological Science, 17, 177–182. doi:10.1111/j.1467–8721.2008.00570.x
   Web of Science ®Google Scholar
• Rorden, C. (2007). Dcm2nii to NIFTI converter.
   Google Scholar
• Rosano, C., Aizenstein, H. J., Cochran, J. L., Saxton, J. A., De Kosky, S. T., Newman, A. B., … Carter, C. S. (2005). Event-related functional magnetic resonance imaging investigation of executive control in very old individuals with mild cognitive impairment. Biological Psychiatry, 57, 761–767. doi:10.1016/j.biopsych.2004.12.031
   PubMed Web of Science ®Google Scholar
• Sperling, R. A., Dickerson, B. C., Pihlajamaki, M., Vannini, P., LaViolette, P. S., Vitolo, O. V., … Johnson, K. A. (2010). Functional alterations in memory networks in early Alzheimer’s disease. NeuroMolecular Medicine, 12, 27–43.
   PubMed Web of Science ®Google Scholar
• Tabert, M. H., Manly, J. J., Liu, X., Pelton, G. H., Roseblum, S., Jacobs, M., … Devanan, D. P. (2006). Neuropsychological prediction of conversion to Alzheimer disease in patients with mild cognitive impairment. Archives of General Psychiatry, 63, 916–924.
   PubMed Web of Science ®Google Scholar
• Terry, D. P., Faraco, C. C., Smith, D., Diddams, M. J., Puente, A. N., & Miller, L. S. (2012). Lack of long-term fMRI differences after multiple sports-related concussions. Brain Injury, 26, 1684–1696.
   PubMed Web of Science ®Google Scholar
• Traykov, L., Raoux, N., Latour, F., Gallo, L., Hanon, O., Baudic, S., … Rigaud, A. S. (2007). Executive functions deficit in mild cognitive impairment. Cognitive and Behavioral Neurology, 20, 219–224.
   PubMed Web of Science ®Google Scholar
• Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., … Joliot, M. (2002). Automated anatomical labeling of activations in SPM using a macroscropic anatomical parcellation of the MNI MRI single – subject brain. Neuroimage, 15, 273–289.
   PubMed Web of Science ®Google Scholar
• Wilson, R. S., Leurgans, S. E., Boyle, P. A., & Bennett, D. A. (2011). Cognitive decline in prodromal Alzheimer disease and mild cognitive impairment. Archives of Neurology, 68, 351–356. doi:10.1001/archneurol.2011.31
   PubMed Web of Science ®Google Scholar
• Wimo, A., Winblad, B., & Jönsson, L. (2010). The worldwide societal costs of dementia: Estimates for 2009. Alzheimer’s and Dementia, 6, 98–103. doi:10.1016/j.jalz.2010.01.010
   PubMed Web of Science ®Google Scholar
• Winblad, B., Palmer, K., Kivipelto, M., Jelic, V., Fratiglioni, L., Wahlund, L. O., … Petersen, R. C. (2004). Mild cognitive impairment – beyond controversies, towards a consensus: Report of the International Working Group on Mild Cognitive Impairment. Journal of Internal Medicine, 256, 240–246.
   PubMed Web of Science ®Google Scholar
• Wylie, S. A., Ridderinkhof, K. R., Eckerle, M. K., & Manning, C. A. (2007). Inefficient response inhibition in individuals with mild cognitive impairment. Neuropsychologia, 45, 1408–1419. doi:10.1016/j.neuropsychologia.2006.11.00
   PubMed Web of Science ®Google Scholar
• Yesavage, J. A., Brink, T. L., Rose, T. L., Lum, O., Huang, V., Adey, M., & Leirer, V. O. (1983). Development and validation of a Geriatric Depression Screening Scale: A preliminary report. Journal of Psychiatric Research, 17, 37–49.
   Web of Science ®Google Scholar
• Zamrini, E., Santi, S. D., & Tolar, M. (2004). Imaging is superior to cognitive testing for early diagnosis of Alzheimer’s diesase. Neurobiology of Aging, 25, 685–691. doi:10.1016/j.neurobiolaging.2004.02.009
   PubMed Web of Science ®Google Scholar