fMRI Activation During Executive Function Predicts Response to Cognitive Behavioral Therapy in Older, Depressed Adults
Open accessAbstract
Objectives To test our hypothesis that pre-treatment executive function and brain regional activation during executive function would discriminate between responders and non-responders to cognitive behavioral therapy (CBT) in elderly depressed outpatients.Design Clinical cohort study.Setting University-affiliated hospital.Participants Sixty outpatients (age 59 years and older) completed 12 weeks of CBT between July 2010 and December 2011. Forty-four completed fMRI procedures.Measurements The main outcome consisted of a conversion from a clinical diagnosis (Mini-International Neuropsychiatric Interview) of depression to no clinical diagnosis of depression or a significant improvement in diagnostic criteria. Brain activation measured by functional magnetic resonance imaging during the Wisconsin Card Sorting task (WCST) was the primary predictor variable.Results 67% of patients had a positive response to CBT. Decreased activation in the left inferior frontal triangle and right superior frontal gyrus as well as increased activity in the right middle frontal gyrus and left superior frontal gyrus predicted a positive response to CBT. Demographic and neurocognitive measures of WCST performance were not significant predictors of a positive CBT outcome, whereas the measure of WCST-induced activity in the prefrontal cortex was a significant predictor.Conclusions These data are among the first to suggest that measures of prefrontal brain activation during executive functioning predict response to CBT in older adults. Further exploration of the specific underlying processes that these prefrontal cortical regions are engaging that contributes to better CBT outcomes is warranted in larger, randomized studies.
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Previous research has demonstrated the potential of cognitive behavioral therapy (CBT) in enhancing EFD.
“Previous research has demonstrated the potential of CBT in enhancing EFD.6”
From Can Intermittent Theta-Burst Stimulation of Dorsolateral Prefrontal Cortex Relieve Executive Dysfunction in Patients With Late-Life Depression? (2024) · cites this paper as [6]
The Discussion suggests that CBT’s structure may compensate for executive-function impairments, but presents this as a possible explanation, not a demonstrated treatment effect. The Results report that baseline brain activation during an executive-function task predicted response to CBT; they do not show that CBT enhanced executive functioning or reduced executive-function deficits. No page number is available in our copy. (LLM, conf=0.78)
Experimental — accuracy not yet measuredIn 45 older adults with major depression, greater dorsolateral prefrontal and other cognitive control network activity during an in-scanner executive test predicted better response to cognitive behavioral therapy.
“Gallagher-Thompson et al. 29 found that increased activity in the DLPFC and other CCN regions during an executive functioning test (Wisconsin Card Sorting Test) completed in the scanner predicted a better CBT response in 45 older adults with major depression.”
From State of the Science of Neural Systems in Late‐Life Depression: Impact on Clinical Presentation and Treatment Outcome (2018) · cites this paper as [29]
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Cites
Folstein, M. F., Folstein, S. E., & McHugh, P. R. (1975) · Journal of Psychiatric Research · doi:10.1016/0022-3956(75)90026-6 · Cited by 88,282 · see citing works
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267 · see citing works
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
(1998) · The Journal of Clinical Psychiatry · Cited by 19,139 · see citing works
Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., & Joliot, M. (2002) · NeuroImage · doi:10.1006/nimg.2001.0978 · Cited by 16,319 · see citing works
(1998) · PubMed · Cited by 10,216 · see citing works
The mini international neuropsychiatric interview
Lecrubier, Y., Sheehan, D. V., Hergueta, T., & Weiller, E. (1998) · European Psychiatry · doi:10.1016/s0924-9338(99)80239-9 · Cited by 5,882 · see citing works
Kessler, R. C., & Üstün, T. B. (2004) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.168 · Cited by 4,771 · see citing works
L’examen Clinique en Psychologie
Rubé, P. (1959) · American Journal of Psychotherapy · doi:10.1176/appi.psychotherapy.1959.13.4.989 · Cited by 3,299 · see citing works
The empirical status of cognitive-behavioral therapy: A review of meta-analyses
Butler, A. C., Chapman, J. E., Forman, E. M., & Beck, A. T. (2006) · Clinical Psychology Review · doi:10.1016/j.cpr.2005.07.003 · Cited by 3,215 · see citing works
Sheehan, D., Lecrubier, Y., Harnett Sheehan, K., Janavs, J., Weiller, E., Keskiner, A., Schinka, J., Knapp, E., Sheehan, M., & Dunbar, G. (1997) · European Psychiatry · doi:10.1016/s0924-9338(97)83297-x · Cited by 2,149 · see citing works
Monchi, O., Petrides, M., Petre, V., Worsley, K., & Dagher, A. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-19-07733.2001 · Cited by 961 · see citing works
Fu, C. H. Y., Williams, S. C. R., Cleare, A. J., Brammer, M. J., Walsh, N. D., Kim, J., Andrew, C. M., Pich, E. M., Williams, P. M., Reed, L. J., et al. (2004) · Archives of General Psychiatry · doi:10.1001/archpsyc.61.9.877 · Cited by 775 · see citing works
When the Brain Loses Its Self: Prefrontal Inactivation during Sensorimotor Processing
Goldberg, I. I., Harel, M., & Malach, R. (2006) · Neuron · doi:10.1016/j.neuron.2006.03.015 · Cited by 593 · see citing works
Computational anatomy with the SPM software
Ashburner, J. (2009) · Magnetic Resonance Imaging · doi:10.1016/j.mri.2009.01.006 · Cited by 565 · see citing works
Nyhus, E., & Barceló, F. (2009) · Brain and Cognition · doi:10.1016/j.bandc.2009.03.005 · Cited by 452 · see citing works
Using fMRI to decompose the neural processes underlying the Wisconsin Card Sorting Test
Lie, C., Specht, K., Marshall, J. C., & Fink, G. R. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.10.031 · Cited by 388 · see citing works
Differences in the functional neuroanatomy of inhibitory control across the adult life span.
Nielson, K. A., Langenecker, S. A., & Garavan, H. (2002) · Psychology and Aging · doi:10.1037//0882-7974.17.1.56 · Cited by 380 · see citing works
Gum, A. M., King-Kallimanis, B., & Kohn, R. (2009) · The American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e3181ad4f5a · Cited by 357 · see citing works
Ritchey, M., Dolcos, F., Eddington, K. M., Strauman, T. J., & Cabeza, R. (2011) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2010.09.007 · Cited by 320 · see citing works
Executive dysfunction and the course of geriatric depression
Alexopoulos, G. S., Kiosses, D. N., Heo, M., Murphy, C. F., Shanmugham, B., & Gunning-Dixon, F. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.04.024 · Cited by 317 · see citing works
Arnáiz, E., Jelic, V., Almkvist, O., Wahlund, L.-O., Winblad, B., Valind, S., & Nordberg, A. (2001) · Neuroreport · doi:10.1097/00001756-200103260-00045 · Cited by 302 · see citing works
Differences in the functional neuroanatomy of inhibitory control across the adult life span.
Nielson, K. A., Langenecker, S. A., & Garavan, H. P. (2002) · Psychology and Aging · doi:10.1037/0882-7974.17.1.56 · Cited by 299 · see citing works
Prevalence of depression among older Americans: the Aging, Demographics and Memory Study
Steffens, D. C., Fisher, G. G., Langa, K. M., Potter, G. G., & Plassman, B. L. (2009) · International Psychogeriatrics · doi:10.1017/s1041610209990044 · Cited by 273 · see citing works
Comorbidity of late life depression: an opportunity for research on mechanisms and treatment
Alexopoulos, G. S., Buckwalter, K. C., Olin, J. T., Martínez, R. A., Wainscott, C., & Krishnan, K. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01468-3 · Cited by 269 · see citing works
Prefrontal Cortex and Executive Function Impairments in Primary Breast Cancer
Kesler, S. R. (2011) · Archives of Neurology · doi:10.1001/archneurol.2011.245 · Cited by 224 · see citing works
Self-citationThe Neural Circuitry of Executive Functions in Healthy Subjects and Parkinson's Disease
Leh, S. E., Petrides, M., & Strafella, A. P. (2009) · Neuropsychopharmacology · doi:10.1038/npp.2009.88 · Cited by 211 · see citing works
Evidence-Based Psychotherapies for Depression in Older Adults
Scogin, F. R., Welsh, D. L., Hanson, A., Stump, J., & Coates, A. (2005) · Clinical Psychology Science and Practice · doi:10.1093/clipsy.bpi033 · Cited by 202 · see citing works
Neurocognitive Correlates of Response to Treatment in Late-Life Depression
Story, T. J., Potter, G. G., Attix, D. K., Welsh-Bohmer, K. A., & Steffens, D. C. (2008) · The American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e31817e739a · Cited by 117 · see citing works
Handbook of Behavioral and Cognitive Therapies with Older Adults
Gallagher-Thompson, D. E. (2007) · Springer eBooks · doi:10.1007/978-0-387-72007-4 · Cited by 108 · see citing works
Falconer, E., Allen, A., Felmingham, K. L., Williams, L. M., & Bryant, R. A. (2013) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.12m08020 · Cited by 100 · see citing works
The functional neuroanatomy of geriatric depression
Smith, G. S., Kramer, E., Ma, Y., Kingsley, P. B., DHAWAN, V. M., Chaly, T., & Eidelberg, D. (2009) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.2185 · Cited by 96 · see citing works
Comparison of methods for measuring longitudinal brain change in cognitive impairment and dementia
Cardenas, V. A., Du, A., Hardin, D., Ezekiel, F., Weber, P., Jagust, W. J., Chui, H. C., Schuff, N. W., & Weiner, M. W. (2003) · Neurobiology of Aging · doi:10.1016/s0197-4580(02)00130-6 · Cited by 92 · see citing works
Imaging is superior to cognitive testing for early diagnosis of Alzheimer’s disease
ZAMRINI, E. Y., Santi, S. D., & Tolar, M. (2004) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2004.02.009 · Cited by 88 · see citing works
Covinsky, K. E., Yaffe, K. S., Lindquist, K. J., Cherkasova, E., Yelin, E. H., & Blazer, D. G. (2010) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2010.02723.x · Cited by 87 · see citing works
Changes in regional cerebral blood flow following antidepressant treatment in late‐life depression
Ishizaki, J., Yamamoto, H., Takahashi, T., Takeda, M., Yano, M., & Mimura, M. (2008) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.1980 · Cited by 68 · see citing works
Mettenburg, J., Benzinger, T. L. S., Shimony, J. S., Snyder, A. Z., & Sheline, Y. I. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.02.044 · Cited by 67 · see citing works
Running a Best-Subsets Logistic Regression: An Alternative to Stepwise Methods
King, J. E. (2003) · Educational and Psychological Measurement · doi:10.1177/0013164403063003003 · Cited by 63 · see citing works
Executive Function and Short-Term Remission of Geriatric Depression: The Role of Semantic Strategy
Morimoto, S. S., Gunning, F. M., Murphy, C. F., Kanellopoulos, D., Kelly, R. E., & Alexopoulos, G. S. (2010) · American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e3181e751c4 · Cited by 57 · see citing works
Mackin, R. S., Nelson, J. C., Delucchi, K., Raue, P. J., Byers, A. L., Barnes, D. E., Satre, D. D., Yaffe, K. S., Alexopoulos, G. S., & Areán, P. A. (2013) · American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2013.11.002 · Cited by 51 · see citing works
Simpson, S. W., Baldwin, R., Burns, A. S., & Jackson, A. (2001) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.364 · Cited by 43 · see citing works
Marquett, R. M., Thompson, L. W., Reiser, R. P., Holland, J. M., O'Hara, R. M., Kesler, S. R., Stepanenko, A., Bilbrey, A. C., Rengifo, J., Majoros, A., et al. (2013) · Aging & Mental Health · doi:10.1080/13607863.2013.791661 · Cited by 30 · see citing works
Self-citationTreating Late Life Depression: A Cognitive-Behavioral Therapy Approach, Therapist Guide
Gallagher-Thompson, D. E., & Thompson, L. W. (2009) · Medical Entomology and Zoology · Cited by 17 · see citing works
Self-citationO'Hara, R. M., Coman, E., & Butters, M. A. (2007) · American Psychological Association eBooks · doi:10.1037/11299-008 · Cited by 17 · see citing works
Self-citationSteffens, D. C., Blazer, D. G., & Beyer, J. L. (2013) · American Psychiatric Association Publishing eBooks · doi:10.1176/appi.books.9781615370016.mt05 · Cited by 4 · see citing works
Xiong (1999) · doi:10.1002/(sici)1097-0193(1999)8:2/3
Flagged first, then by citations
Research works printed but not linked: 3
- [6]Gallagher-Thompson D, Thompson L: Effective treatment for late-life depression: A therapist guide. New York, NY, Oxford University Press, 2010
- [9]Steffens DC, Blazer D: Mood Disorders, in 2nd edition Essentials of Geriatric Psychiatry. Edited by Blazer DG, Steffens DC. Washington, DC, American Psychiatric Assn Publishing, 2012, pp 125– 148
- [30]Spitzer RL, Williams JBW, Gibbon M,: Structured clinical interview for DSM-III-R. Washington, DC, American Psychiatric Press, 1990
Cited by
Sorted by citations
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Alexopoulos, G. S. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0514-6 · Cited by 592 · see citing works
Anguera, J. A., Gunning, F. M., & Areán, P. A. (2017) · Depression and Anxiety · doi:10.1002/da.22588 · Cited by 116 · see citing works
Miller, S., McTeague, L. M., Gyurak, A., Patenaude, B., Williams, L. M., Grieve, S. M., Korgaonkar, M. S., & Etkin, A. (2015) · Depression and Anxiety · doi:10.1002/da.22368 · Cited by 74 · see citing works
Klumpp, H., Fitzgerald, J. M., Kinney, K. L., Kennedy, A. E., Shankman, S. A., Langenecker, S. A., & Phan, K. L. (2017) · NeuroImage: Clinical · doi:10.1016/j.nicl.2017.04.006 · Cited by 59 · see citing works
Rubin-Falcone, H., Weber, J., Kishon, R., Ochsner, K., Delaparte, L., Doré, B., Zanderigo, F., Oquendo, M. A., Mann, J. J., & Miller, J. M. (2018) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2017.11.002 · Cited by 53 · see citing works
Goodkind, M. S., Gallagher-Thompson, D., Thompson, L. W., Kesler, S. R., Anker, L., Flournoy, J., Berman, M. P., Holland, J. M., & O'Hara, R. M. (2016) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.4325 · Cited by 50 · see citing works
Self-citationDoes Cognition Predict Treatment Response and Remission in Psychotherapy for Late-Life Depression?
Beaudreau, S. A., Rideaux, T., O'Hara, R., & Arean, P. (2015) · The American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2014.09.003 · Cited by 43 · see citing works
Self-citationLeWinn, K. Z., Strigo, I. A., Connolly, C. G., Ho, T. C., Tymofiyeva, O., Sacchet, M. D., Weng, H. Y., Blom, E. H., Simmons, A. N., & Yang, T. T. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.07.020 · Cited by 38 · see citing works
Manning, K. J., & Steffens, D. C. (2018) · Journal of the American Geriatrics Society · doi:10.1111/jgs.15353 · Cited by 33 · see citing works
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Alexopoulos, G. S. (2021) · Focus · doi:10.1176/appi.focus.19304 · Cited by 22 · see citing works
Langenecker, S. A., Klumpp, H., Peters, A. T., Crane, N. A., DelDonno, S. R., Bessette, K. L., Ajilore, O., Leow, A., Shankman, S. A., Walker, S. J., et al. (2019) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2018.07.001 · Cited by 11 · see citing works
Beijing Key Laboratory of Mental Disorders, N. C. R. C. F. M. D. &. N. C. F. M. D., Li, L., Ren, L., Beijing Key Laboratory of Mental Disorders, N. C. R. C. F. M. D. &. N. C. F. M. D., Liu, C., & Beijing Key Laboratory of Mental Disorders, N. C. R. C. F. M. D. &. N. C. F. M. D. (2024) · Alpha Psychiatry · doi:10.5152/alphapsychiatry.2024.231485 · Cited by 1 · see citing works
- Authors
- Thompson, D. G., Kesler, S. R., Sudheimer, K., Mehta, K. M., Thompson, L. W., Marquett, R. M., Holland, J. M., Reiser, R., Rasgon, N., Schatzberg, A., & O'Hara, R. M.
- Affiliations
- Stanford Medicine (US)
- Mental Illness Research, Education and Clinical Centers (US)
- Palo Alto University (US)
- ORCID
- Venue
- The American Journal of Geriatric Psychiatry
- Publisher
- Elsevier BV
- Published
- 2015-01
- Volume
- 23
- Issue
- 1
- Pages
- 13-22
- ISSN
- 1064-7481 (ISSN-L)
- PMC
- PMC8040025
- OpenAlex
- W1963873005
- Cited by
- 74
- References
- 46
- Citations by year
- 2026: 4 · 2025: 1 · 2024: 2 · 2023: 3 · 2021: 26 · 2020: 4 · 2019: 4 · 2018: 7 · 2017: 9 · 2016: 3 · 2015: 8 · 2014: 3
- FWCI
- 10.67
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Geriatric Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- NIMH Exploratory/Developmental Research Grant Program (R21 MH091625-01)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Keywords
- cognitive behavioral therapy, treatment response prediction, executive function, older adults, depression, prefrontal cortex activation, Wisconsin Card Sorting Test, superior frontal gyrus, middle frontal gyrus, brain-behavior relationship
- MeSH terms
- Aged, Brain Mapping, Depressive Disorder, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Cognitive Behavioral Therapy, Treatment Outcome, Prefrontal Cortex, Executive Function
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