Structural brain changes in patients with recurrent major depressive disorder presenting with anxiety symptoms
Abstract
BACKGROUND AND PURPOSE: Major depressive disorder (MDD) presents with extensive clinical heterogeneity. In particular, overlap with anxiety symptoms is common during depressive episodes and as a comorbid disorder. The aim of this study was to test for morphological brain differences between patients having a history of recurrent MDD with, and without, anxiety symptoms (MDD+A and MDD-A). METHODS: T1-weighted magnetic resonance images of age-, gender- and ethnically matched groups of MDD+A (n= 49) and MDD-A (n= 96) patients were available for voxel-based morphometry analysis of regional gray matter (GM) volume differences. Brain structural images were also contrasted with 183 age-, gender-, and ethnicity-matched healthy controls. RESULTS: MDD+A patients had greater GM volume (P(FWE) = .002) than MDD-A patients in the right temporal cortex extending from the mid-posterior superior temporal gyrus into the posterior middle and inferior temporal gyrus. The MDD patients together showed lower GM volume than healthy controls in the superior parietal lobe. CONCLUSIONS: Regional volume differences in patients are consistent with altered neuronal or glial microstructure. The temporolateral cortical differences distinguishing the 2 MDD groups suggest neurobiological differences related to the expression of anxiety symptoms in depression and provide further rationale for considering these groups independently for therapeutic outcomes studies.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Comorbid anxiety moderated stress-induced cortisol levels in MDD in a sex-dependent manner.
“whereas comorbid anxiety moderated stress-induced cortisol levels in MDD in a sex-dependent manner [71].”
From Patients with anxious depression: overview of prevalence, pathophysiology and impact on course and treatment outcome (2018) · cites this paper as [71]
Cites
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
Voxel-Based Morphometry—The Methods
Ashburner, J., & Friston, K. J. (2000) · NeuroImage · doi:10.1006/nimg.2000.0582 · Cited by 8,676 · see citing works
Kessler, R. C., Berglund, P., Demler, O., Jin, R., Koretz, D., Merikangas, K. R., Rush, A. J., Walters, E. E., & Wang, P. S. (2003) · JAMA · doi:10.1001/jama.289.23.3095 · Cited by 7,988 · see citing works
Nonparametric permutation tests for functional neuroimaging: A primer with examples
Nichols, T. E., & Holmes, A. P. (2002) · Human Brain Mapping · doi:10.1002/hbm.1058 · Cited by 6,256 · see citing works
Self-citationA Voxel-Based Morphometric Study of Ageing in 465 Normal Adult Human Brains
Good, C. D., Johnsrude, I. S., Ashburner, J., Henson, R. N. A., Friston, K. J., & Frackowiak, R. S. J. (2001) · NeuroImage · doi:10.1006/nimg.2001.0786 · Cited by 4,561 · see citing works
Forman, S. D., Cohen, J. D., Fitzgerald, M., Eddy, W. F., Mintun, M. A., & Noll, D. C. (1995) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910330508 · Cited by 3,202 · see citing works
Assessing the significance of focal activations using their spatial extent
Friston, K. J., Worsley, K. J., Frackowiak, R. S. J., Mazziotta, J. C., & Evans, A. C. (1994) · Human Brain Mapping · doi:10.1002/hbm.460010306 · Cited by 1,907 · see citing works
Hippocampal Volume Reduction in Major Depression
Bremner, J. D., Narayan, M., Anderson, E. R., Staib, L. H., Miller, H. L., & Charney, D. S. (2000) · American Journal of Psychiatry · doi:10.1176/ajp.157.1.115 · Cited by 1,670 · see citing works
Hippocampal volume and depression: a meta-analysis of MRI studies
Videbech, P., & Ravnkilde, B. (2004) · American Journal of Psychiatry · doi:10.1176/appi.ajp.161.11.1957 · Cited by 1,590 · see citing works
Chronic back pain is associated with decreased prefrontal and thalamic gray matter density
Apkarian, A. V., Sosa, Y., Sonty, S., Levy, R. M., Harden, R. N., Parrish, T. B., & Gitelman, D. R. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.2541-04.2004 · Cited by 1,434 · see citing works
Detecting activations in PET and fMRI: levels of inference and power
Friston, K. J., Holmes, A., Poline, J.-B., Price, C. J., & Frith, C. D. (1996) · NeuroImage · doi:10.1006/nimg.1996.0074 · Cited by 1,148 · see citing works
Discovering Endophenotypes for Major Depression
Hasler, G., Drevets, W. C., Manji, H. K., & Charney, D. S. (2004) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300506 · Cited by 1,123 · see citing works
The subgenual anterior cingulate cortex in mood disorders
Drevets, W. C., Savitz, J., & Trimble, M. (2008) · CNS Spectrums · doi:10.1017/s1092852900013754 · Cited by 1,109 · see citing works
Fava, M., Rush, A. J., Alpert, J. E., Balasubramani, G. K., Wisniewski, S. R., Carmin, C. N., Biggs, M. M., Zisook, S., Leuchter, A., Howland, R., et al. (2008) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.06111868 · Cited by 927 · see citing works
Koolschijn, P. C. M. P., van Haren, N. E. M., Lensvelt‐Mulders, G. J. L. M., Hulshoff Pol, H. E., & Kahn, R. S. (2009) · Human Brain Mapping · doi:10.1002/hbm.20801 · Cited by 902 · see citing works
The role of the hippocampus in the pathophysiology of major depression
Campbell, S., & MacQUEEN, G. M. (2004) · Journal of Psychiatry and Neuroscience · doi:10.1139/jpn.0441 · Cited by 879 · see citing works
Anatomically related grey and white matter abnormalities in adolescent-onset schizophrenia
Douaud, G., Smith, S. M., Jenkinson, M., Behrens, T. E. J., Johansen‐Berg, H., Vickers, J., James, S., Voets, N., Watkins, K. E., Matthews, P. M., et al. (2007) · Brain · doi:10.1093/brain/awm184 · Cited by 763 · see citing works
Self-citationNonstationary cluster-size inference with random field and permutation methods
Hayasaka, S., Phan, K. L., Liberzon, I., Worsley, K. J., & Nichols, T. E. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.01.041 · Cited by 661 · see citing works
Self-citationAmygdala volume in major depressive disorder: a meta-analysis of magnetic resonance imaging studies
Hamilton, J. P., Siemer, M., & Gotlib, I. H. (2008) · Molecular Psychiatry · doi:10.1038/mp.2008.57 · Cited by 492 · see citing works
Rohde, P., Lewinsohn, P. M., & Seeley, J. R. (1991) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.100.2.214 · Cited by 440 · see citing works
Genetic influences on human brain structure: A review of brain imaging studies in twins
Peper, J. S., Brouwer, R. M., Boomsma, D. I., Kahn, R. S., & Pol, H. E. H. (2007) · Human Brain Mapping · doi:10.1002/hbm.20398 · Cited by 429 · see citing works
Limbic hypometabolism in Alzheimer's disease and mild cognitive impairment
Nestor, P. J., Fryer, T. D., Smielewski, P. S., & Hodges, J. R. (2003) · Annals of Neurology · doi:10.1002/ana.10669 · Cited by 414 · see citing works
de Graaf, R., Bijl, R., Smit, F., Vollebergh, W., & Spijker, J. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.4.620 · Cited by 406 · see citing works
Bruder, G. E., Fong, R., Tenke, C. E., Leite, P., Towey, J. P., Stewart, J. E., McGrath, P. J., & Quitkin, F. M. (1997) · Biological Psychiatry · doi:10.1016/s0006-3223(96)00260-0 · Cited by 353 · see citing works
Seltzer, B., & Pandya, D. Ν. (1994) · The Journal of Comparative Neurology · doi:10.1002/cne.903430308 · Cited by 327 · see citing works
Konarski, J. Z., McIntyre, R. S., Kennedy, S. H., Rafi‐Tari, S., Soczynska, J. K., & Ketter, T. A. (2008) · Bipolar Disorders · doi:10.1111/j.1399-5618.2008.00435.x · Cited by 297 · see citing works
Genetic moderation of environmental risk for depression and anxiety in adolescent girls
Silberg, J., Rutter, M., Neale, M., & Eaves, L. (2001) · British Journal of Psychiatry · doi:10.1192/bjp.179.2.116 · Cited by 285 · see citing works
Follow-up and family study of anxious depression
Clayton, P. J., Grove, W. M., Coryell, W. H., Keller, M. B., Hirschfeld, R. M. A., & FAWCETT, J. A. (1991) · American Journal of Psychiatry · doi:10.1176/ajp.148.11.1512 · Cited by 235 · see citing works
Hippocampal Morphology and Distinguishing Late-Onset From Early-Onset Elderly Depression
Ballmaier, M., Narr, K. L., Toga, A. W., Elderkin-Thompson, V., Thompson, P. M., Hamilton, L., Haroon, E., Pham, D., Heinz, A., & Kumar, A. (2008) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.07030506 · Cited by 226 · see citing works
Efferent association pathways originating in the caudal prefrontal cortex in the macaque monkey
Petrides, M., & Pandya, D. Ν. (2006) · The Journal of Comparative Neurology · doi:10.1002/cne.21048 · Cited by 219 · see citing works
Regional Gray Matter Abnormalities in Obsessive-Compulsive Disorder: A Voxel-Based Morphometry Study
Valente, A. A., Miguel, E. C., de Castro, C. C., Amaro, E., Duran, F., Buchpiguel, C. A., Chitnis, X. A., McGuire, P. K., & Busatto, G. F. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.04.021 · Cited by 217 · see citing works
Sheline, Y. I., Price, J. L., Vaishnavi, S. N., Mintun, M. A., Barch, D. M., Epstein, A. A., Wilkins, C. H., Snyder, A. Z., Couture, L., Schechtman, K., et al. (2008) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.07010175 · Cited by 213 · see citing works
Cortical abnormalities in bipolar disorder investigated with MRI and voxel-based morphometry
Nugent, A. C., Milham, M. P., Bain, E. E., Mah, L., Cannon, D. M., Marrett, S., Zarate, C. A., Pine, D. S., Price, J. L., & Drevets, W. C. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.09.029 · Cited by 206 · see citing works
The varied clinical presentations of major depressive disorder.
Rush, A. J. (2007) · PubMed · Cited by 200 · see citing works
Regional cerebral metabolism associated with anxiety symptoms in affective disorder patients
Osuch, E. A., Ketter, T. A., Kimbrell, T. A., George, M. S., Benson, B. E., Herscovitch, M. W. W., & Post, R. M. (2000) · Biological Psychiatry · doi:10.1016/s0006-3223(00)00920-3 · Cited by 196 · see citing works
Kentgen, L. M., Tenke, C. E., Pine, D. S., Fong, R., KLEIN, R. G., & Bruder, G. E. (2000) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.109.4.797 · Cited by 189 · see citing works
Feldmann, Á., Illés, Z., Kosztolányi, P., Illes, E., Mike, A., Kövér, F., Balás, I., Kovács, N., & Nagy, F. T. (2007) · Movement Disorders · doi:10.1002/mds.21765 · Cited by 182 · see citing works
Wittchen, H. ‐., Höfler, M., Gander, F., Pfister, H., Storz, S., Üstün, B., Müller, N., & Kessler, R. C. (1999) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.57 · Cited by 149 · see citing works
Defining the Neural Circuitry of Depression: Toward a New Nosology With Therapeutic Implications
Mayberg, H. S. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.01.013 · Cited by 145 · see citing works
Hypofunction of Right Temporoparietal Cortex During Emotional Arousal in Depression
Moratti, S., Rubio, G., Campo, P., Keil, A., & Ortiz, T. (2008) · Archives of General Psychiatry · doi:10.1001/archpsyc.65.5.532 · Cited by 139 · see citing works
Superior temporal gyrus volumes in pediatric generalized anxiety disorder
De Bellis, M. D., Keshavan, M. S., Shifflett, H., Iyengar, S., Dahl, R. E., Axelson, D. A., Birmaher, B., Hall, J., Moritz, G., & Ryan, N. D. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(01)01375-0 · Cited by 134 · see citing works
ASsociation of gsk3β polymorphisms with brain structural changes in major depressive disorder
Inkster, B., Nichols, T. E., Saemann, P. G., Auer, D. P., Holsboer, F., Muglia, P., & Matthews, P. M. (2009) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2009.70 · Cited by 127 · see citing works
Self-citationReduced subgenual cingulate volumes in mood disorders: a meta-analysis
Hájek, T., Kožený, J., Kopeček, M., Alda, M., & Höschl, C. (2008) · Journal of Psychiatry and Neuroscience · doi:10.1139/jpn.0811 · Cited by 124 · see citing works
Familiality of Symptom Dimensions in Depression
Korszun, A., Moskvina, V., Brewster, S., Craddock, N. J., Ferrero, F., Gill, M., Jones, I. R., Jones, L. A., Maier, W., Mors, O. N., et al. (2004) · Archives of General Psychiatry · doi:10.1001/archpsyc.61.5.468 · Cited by 109 · see citing works
Barnes, C. L., & Pandya, D. (1992) · The Journal of comparative neurology · doi:10.1002/cne.903180207 · Cited by 104 · see citing works
Mapping brain size and cortical gray matter changes in elderly depression
Ballmaier, M., Sowell, E. R., Thompson, P. M., Kumar, A., Narr, K. L., Lavretsky, H., Welcome, S. E., DeLuca, H., & Toga, A. W. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.09.004 · Cited by 91 · see citing works
Tozzi, F., Prokopenko, I., Perry, J. D., Kennedy, J. L., McCarthy, A. D., Holsboer, F., Berrettini, W. H., Middleton, L. T., Chilcoat, H. D., & Muglia, P. (2008) · Psychological Medicine · doi:10.1017/s0033291707002681 · Cited by 63 · see citing works
Self-citationPadberg, J., Seltzer, B., & Cusick, C. G. (2003) · The Journal of Comparative Neurology · doi:10.1002/cne.10932 · Cited by 59 · see citing works
Early onset depression: the relevance of anxiety
Parker, G. B., Wilhelm, K. A., & Asghari̇, A. (1997) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/bf00800665 · Cited by 57 · see citing works
Moorhead, T. W. J., Job, D. E., Spencer, M. D., Whalley, H. C., Johnstone, E. C., & Lawrie, S. M. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.04.045 · Cited by 47 · see citing works
A Genetic Epidemiologic Perspective on Comorbidity of Depression and Anxiety
Williamson, D. E., Forbes, E. E., Dahl, R. E., & Ryan, N. D. (2005) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2005.05.007 · Cited by 38 · see citing works
Further evidence on the doubtful validity of generalized anxiety disorder
Breslau, N., & Davis, G. C. (1985) · Psychiatry Research · doi:10.1016/0165-1781(85)90011-3 · Cited by 37 · see citing works
Ernst, C., Schmid, G. B., & Angst, J. (1992) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/bf02191562 · Cited by 35 · see citing works
The search for peripheral disease markers in psychiatry by genomic and proteomic approaches.
Domenici, E., & Muglia, P. (2007) · Expert Opinion in Medical Diagnostics · doi:10.1517/17530059.1.2.235 · Cited by 27 · see citing works
Self-citationImaging of nonmotor symptoms in Parkinson syndromes.
Paulus, W., & Trenkwalder, C. (1998) · PubMed · Cited by 3 · see citing works
Curio (2000) · doi:10.1002/(sici)1097-0193(200004)9:4
Flagged first, then by citations
Cited by
Sorted by citations
Bora, E., Fornito, A., Pantelis, C., & Yücel, M. (2012) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.03.049 · Cited by 763 · see citing works
Jacobson, N. C., & Newman, M. G. (2017) · Psychological Bulletin · doi:10.1037/bul0000111 · Cited by 576 · see citing works
State-dependent changes in hippocampal grey matter in depression
Arnone, D., McKie, S., Elliott, R., Juhasz, G., Thomas, E. J., Downey, D., Williams, S., Deakin, J. F. W., & Anderson, I. M. (2013) · Molecular Psychiatry · doi:10.1038/mp.2012.150 · Cited by 287 · see citing works
Gray matter volume in major depressive disorder: A meta-analysis of voxel-based morphometry studies
Lai, C.-H. (2013) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2012.06.006 · Cited by 191 · see citing works
Insular and hippocampal gray matter volume reductions in patients with major depressive disorder
Stratmann, M., Konrad, C., Kugel, H., Krug, A., Schöning, S., Ohrmann, P., Uhlmann, C., Postert, C., Suslow, T., Heindel, W., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0102692 · Cited by 164 · see citing works
Gaspersz, R., Nawijn, L., Lamers, F., & Penninx, B. W. J. H. (2018) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000376 · Cited by 139 · see citing works
Zhao, K., Liu, H., Yan, R., Hua, L., Chen, Y., Shi, J., Lu, Q., & Yao, Z. (2017) · Brain and Behavior · doi:10.1002/brb3.754 · Cited by 78 · see citing works
Chen, Z., Peng, W., Sun, H., Kuang, W., Li, W., Jia, Z., & Gong, Q. (2016) · Translational Psychiatry · doi:10.1038/tp.2016.209 · Cited by 70 · see citing works
Potvin, O., Catheline, G., Bernard, C., Meillon, C., Bergua, V., Allard, M., Dartigues, J.-F., Chauveau, N., Celsis, P., & Amieva, H. (2015) · International Psychogeriatrics · doi:10.1017/s1041610215000836 · Cited by 25 · see citing works
Maneeton, N., Suttajit, S., Maneeton, B., Likhitsathian, S., Eurviyanukul, K., Udomratn, P., Chan, E. S.-Y., Si, T.-M., Sulaiman, A. H., Chen, C.-H., et al. (2017) · Nordic Journal of Psychiatry · doi:10.1080/08039488.2017.1335344 · Cited by 14 · see citing works
- Authors
- Inkster, B., Rao, A. W., Ridler, K., Nichols, T. E., Saemann, P. G., Auer, D. P., Holsboer, F., Tozzi, F., Muglia, P., Merlo-Pich, E., & Matthews, P. M.
- Affiliations
- GlaxoSmithKline (United Kingdom) (GB)
- ORCID
- Venue
- Journal of Neuroimaging
- Publisher
- Wiley
- Published
- 2010-10-26
- Volume
- 21
- Issue
- 4
- Pages
- 375-382
- ISSN
- 1051-2284 (ISSN-L)
- OpenAlex
- W1994094087
- Cited by
- 56
- References
- 56
- Citations by year
- 2026: 2 · 2024: 8 · 2023: 3 · 2022: 4 · 2020: 2 · 2019: 5 · 2018: 1 · 2017: 7 · 2016: 4 · 2015: 5 · 2014: 6 · 2013: 5 · 2012: 3
- FWCI
- 2.11
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Neuroimaging (publishedVersion)
- PubMed (publishedVersion)
- Max Planck Institute for Plasma Physics (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- Topics
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- major depressive disorder, recurrent depression, anxiety symptoms, comorbidities, gray matter volume, brain structure, right temporal cortex, superior parietal lobule, voxel-based morphometry
- MeSH terms
- Adult, Aged, Anxiety, Brain, Major Depressive Disorder, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review