Depressive symptom dimensions predict the treatment effect of repetitive transcranial magnetic stimulation for post-stroke depression
Abstract
Objective Repetitive transcranial magnetic stimulation (rTMS) has attracted considerable attention because of its non-invasiveness, minimal side effects, and treatment efficacy. Despite an adequate duration of rTMS treatment, some patients with post-stroke depression (PSD) do not achieve full symptom response or remission.Methods This was a prospective randomized controlled trial. Participants receiving rTMS were randomly assigned to the ventromedial prefrontal cortex (VMPFC), left dorsolateral prefrontal cortex (DLPFC), or contralateral motor area (M1) groups in a ratio of 1:1:1. Enrollment assessments and data collection were performed in weeks 0, 2, 4, and 8. The impact of depressive symptom dimensions on treatment outcomes were tested using a linear mixed-effects model fitted with maximum likelihood. Univariate analysis of variance (ANOVA) and back-testing were used to analyze the differences between the groups.Results In total, 276 patients were included in the analysis. Comparisons across groups showed that 17-item Hamilton Rating Scale for Depression (HAMD-17) scores of the DLPFC group significantly differed from those of the VMPFC and M1 groups at 2, 4, and 8 weeks after treatment (p < 0.05). A higher observed mood score (β = -0.44, 95% confidence interval [CI]: -0.85-0.04, p = 0.030) could predict a greater improvement in depressive symptoms in the DLPFC group. Higher neurovegetative scores (β = 0.60, 95% CI: 0.25-0.96, p = 0.001) could predict less improvement of depressive symptoms in the DLPFC group.Conclusion Stimulation of the left DLPFC by high-frequency rTMS (HF-rTMS) could significantly improve depressive symptoms in the subacute period of subcortical ischemic stroke, and the dimension of depressive symptoms at admission might predict the treatment effect.
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The sample size was calculated to detect a difference in HAMD scores between groups based on Xiuli et al.'s study, yielding approximately 25 per group, inflated by 30% to 33 per group (66 total).
“According to the above formula, the sample size of each group was about 25 cases. Taking into account the sample loss and other problems, each group was expanded by 30%. Therefore, the final sample size for each group was approximately 33 cases, a total of 66 cases were required.”
From Effect of group-based acceptance and commitment therapy on older stroke survivors: study protocol for a randomized controlled trial. (2023) · cites this paper as [27]
Cites
Rush, A. J., Trivedi, M. H., Wisniewski, S. R., Nierenberg, A. A., Stewart, J. W., Warden, D., Niederehe, G., Thase, M. E., Lavori, P. W., Lebowitz, B. D., et al. (2006) · American Journal of Psychiatry · doi:10.1176/ajp.2006.163.11.1905 · Cited by 5,643 · see citing works
Lefaucheur, J.-P., Aleman, A., Baeken, C., Benninger, D. H., Brunelin, J., Di Lazzaro, V., Filipović, S. R., Grefkes, C., Hasan, A., Hummel, F. C., et al. (2020) · Clinical Neurophysiology · doi:10.1016/j.clinph.2019.11.002 · Cited by 2,382 · see citing works
O’Reardon, J. P., Solvason, H. B., Janicak, P. G., Sampson, S., Isenberg, K. E., Nahas, Z., McDonald, W. M., Avery, D., Fitzgerald, P. B., Loo, C., et al. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.01.018 · Cited by 1,910 · see citing works
Responses to rapid-rate transcranial magnetic stimulation of the human motor cortex
Pascual‐Leone, Á., Valls‐Solé, J., Wassermann, E. M., & Hallett, M. (1994) · Brain · doi:10.1093/brain/117.4.847 · Cited by 1,457 · see citing works
Post-Stroke Depression: A Review
Robinson, R. G., & Jorge, R. E. (2015) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2015.15030363 · Cited by 1,152 · see citing works
Ayerbe, L., Ayis, S., Wolfe, C. D. A., & Rudd, A. G. (2013) · British Journal of Psychiatry · doi:10.1192/bjp.bp.111.107664 · Cited by 980 · see citing works
Hiser, J., & Koenigs, M. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.10.030 · Cited by 972 · see citing works
Post-stroke depression: A 2020 updated review
Medeiros, G. C., Roy, D., Kontos, N. J., & Beach, S. R. (2020) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2020.06.011 · Cited by 590 · see citing works
Cortical connectivity after subcortical stroke assessed with functional magnetic resonance imaging
Grefkes, C., Nowak, D. A., Eickhoff, S. B., Dafotakis, M., Küst, J., Karbe, H., & Fink, G. R. (2007) · Annals of Neurology · doi:10.1002/ana.21228 · Cited by 575 · see citing works
Post-stroke depression: Mechanisms and pharmacological treatment
Villa, R. F., Ferrari, F., & Moretti, A. (2017) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2017.11.005 · Cited by 537 · see citing works
Nowak, D. A., Grefkes, C., Ameli, M., & Fink, G. R. (2009) · Neurorehabilitation and neural repair · doi:10.1177/1545968309336661 · Cited by 516 · see citing works
Longitudinal Changes of Resting-State Functional Connectivity During Motor Recovery After Stroke
Park, C.-H., Chang, W. H., Ohn, S. H., Kim, S. T., Bang, O. Y., Pascual‐Leone, Á., & Kim, Y. (2011) · Stroke · doi:10.1161/strokeaha.110.596155 · Cited by 499 · see citing works
Uher, R., Perlis, R. H., Henigsberg, N., Zobel, A., Rietschel, M., Mors, O., Hauser, J., Dernovsek, M. Z., Souery, D., Bajs, M., et al. (2012) · Psychological Medicine · doi:10.1017/s0033291711001905 · Cited by 420 · see citing works
The advances of post-stroke depression: 2021 update
Guo, J., Wang, J., Sun, W., & Liu, X. (2021) · Journal of Neurology · doi:10.1007/s00415-021-10597-4 · Cited by 419 · see citing works
Self-citationMuellbacher, W., Ziemann, U., Boroojerdi, B., & Hallett, M. (2000) · Clinical Neurophysiology · doi:10.1016/s1388-2457(00)00284-4 · Cited by 401 · see citing works
Cai, W., Mueller, C., Li, Y.-J., Shen, W.-D., & Stewart, R. (2019) · Ageing Research Reviews · doi:10.1016/j.arr.2019.01.013 · Cited by 359 · see citing works
Neuropsychiatric outcomes of stroke
Hackett, M. L., Köhler, S., O'Brien, J. T., & Mead, G. E. (2014) · The Lancet Neurology · doi:10.1016/s1474-4422(14)70016-x · Cited by 351 · see citing works
Gaynes, B. N., Lloyd, S. W., Lux, L., Gartlehner, G., Hansen, R. A., Brode, S., Jonas, D. E., Evans, T. S., Viswanathan, M., & Lohr, K. N. (2014) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.13r08815 · Cited by 347 · see citing works
Depression is an independent predictor of poor long‐term functional outcome post‐stroke
Pohjasvaara, T., Vataja, R., Leppävuori, A., Kaste, M., & Erkinjuntti, T. (2001) · European Journal of Neurology · doi:10.1046/j.1468-1331.2001.00182.x · Cited by 331 · see citing works
Fried, E. I., Nesse, R. M., Zivin, K., Guille, C., & Sen, S. (2013) · Psychological Medicine · doi:10.1017/s0033291713002900 · Cited by 300 · see citing works
Measuring depression: comparison and integration of three scales in the GENDEP study
Uher, R., FARMER, A. E., Maier, W., Rietschel, M., Hauser, J., Marušić, A., Mors, O. N., Elkin, A., Williamson, R. J., Schmael, C., et al. (2007) · Psychological Medicine · doi:10.1017/s0033291707001730 · Cited by 290 · see citing works
Köhler-Forsberg, O., Buttenschøn, H. N., Tansey, K. E., Maier, W., Hauser, J., Dernovsek, M. Z., Henigsberg, N., Souery, D., Farmer, A., Rietschel, M., et al. (2017) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2017.02.020 · Cited by 283 · see citing works
Motor Threshold in Transcranial Magnetic Stimulation
PRIDMORE, S. A., Filho, J. A. F., Nahas, Z. H., Liberatos, C., & George, M. S. (1998) · Journal of Ect · doi:10.1097/00124509-199803000-00004 · Cited by 240 · see citing works
Targeting interhemispheric inhibition with neuromodulation to enhance stroke rehabilitation
Boddington, L. J., & Reynolds, J. N. J. (2017) · Brain stimulation · doi:10.1016/j.brs.2017.01.006 · Cited by 206 · see citing works
Post-stroke depression and lesion location: a systematic review
Wei, N., Yong, W., Li, X., Zhou, Y., Deng, M., Zhu, H., & Jin, H. (2014) · Journal of Neurology · doi:10.1007/s00415-014-7534-1 · Cited by 194 · see citing works
Differential efficacy of escitalopram and nortriptyline on dimensional measures of depression
Uher, R., Maier, W., Hauser, J., Marušič†, A., Schmael, C., Mors, O. N., Henigsberg, N., Souery, D., Placentino, A., Rietschel, M., et al. (2009) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.108.057554 · Cited by 183 · see citing works
Quartarone, A., Bagnato, S., Rizzo, V., Morgante, F., Santangelo, A., Battaglia, F., Messina, C., Siebner, H., & Girlanda, P. (2005) · Experimental Brain Research · doi:10.1007/s00221-004-2052-5 · Cited by 171 · see citing works
Contribution of transcranial magnetic stimulation to assessment of brain connectivity and networks
Hallett, M., Iorio, R. D., Rossini, P. M., Park, J. E., Chen, R. E., Celnik, P. A., Strafella, A. P., Matsumoto, H., & Ugawa, Y. (2017) · Clinical Neurophysiology · doi:10.1016/j.clinph.2017.08.007 · Cited by 167 · see citing works
Understanding and enhancing motor recovery after stroke using transcranial magnetic stimulation
Hoyer, E. H., & Celnik, P. A. (2011) · Restorative Neurology and Neuroscience · doi:10.3233/rnn-2011-0611 · Cited by 160 · see citing works
The hippocampus, ventromedial prefrontal cortex, and episodic and semantic memory
Rolls, E. T. (2022) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2022.102334 · Cited by 144 · see citing works
Baeken, C., Marinazzo, D., Everaert, H., Wu, G., Hove, C. V., Audenaert, K., Goethals, I., Vos, F. D., Peremans, K. Y., & Raedt, R. D. (2015) · Brain stimulation · doi:10.1016/j.brs.2015.01.415 · Cited by 143 · see citing works
Risio, L. D., Borgi, M., Pettorruso, M., Miuli, A., Ottomana, A. M., Sociali, A., Martinotti, G., Nicolò, G., Macrı̀, S., Giannantonio, M. D., et al. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-01055-2 · Cited by 139 · see citing works
Brain‐derived neurotrophic factor and post‐stroke depression
Zhang, E., & Liao, P. (2019) · Journal of Neuroscience Research · doi:10.1002/jnr.24510 · Cited by 125 · see citing works
Shen, X., Liu, M., Cheng, Y., Cui, J., Pan, X., Gou, Q., Liu, X., Cao, H., & Zhang, L. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.12.058 · Cited by 109 · see citing works
Guan, Y., Li, J., Zhang, X., Wu, S., Du, H., Cui, L., & Zhang, W. (2017) · CNS Neuroscience & Therapeutics · doi:10.1111/cns.12762 · Cited by 100 · see citing works
The validity and reliability of the PHQ-9 in screening for post-stroke depression
Dajpratham, P., Pukrittayakamee, P., Atsariyasing, W., Wannarit, K., Boonhong, J., & Pongpirul, K. (2020) · BMC Psychiatry · doi:10.1186/s12888-020-02699-6 · Cited by 97 · see citing works
Transcranial magnetic stimulation (TMS) for geriatric depression
Cappon, D., den Boer, T., Jordan, C., Yu, W., Metzger, E., & Pascual-Leone, A. (2022) · Ageing Research Reviews · doi:10.1016/j.arr.2021.101531 · Cited by 97 · see citing works
Body weight as a predictor of antidepressant efficacy in the GENDEP project
Uher, R., Mors, O. N., Hauser, J., Rietschel, M., Maier, W., Kozel, D., Henigsberg, N., Souery, D., Placentino, A., Perroud, N. A., et al. (2009) · Journal of Affective Disorders · doi:10.1016/j.jad.2009.02.013 · Cited by 96 · see citing works
George, M. S., Padberg, F., Schlaepfer, T. E., O’Reardon, J. P., Fitzgerald, P. B., Nahas, Z. H., & Marcolin, M. A. (2008) · Brain stimulation · doi:10.1016/j.brs.2008.06.001 · Cited by 93 · see citing works
Kang, H.-J., Bae, K.-Y., Kim, S.-W., Kim, J.-T., Park, M.-S., Cho, K.-H., & Kim, J.-M. (2016) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2016.07.001 · Cited by 86 · see citing works
Perlis, R. H., Patrick, A. R., Smoller, J. W., & Wang, P. S. (2009) · Neuropsychopharmacology · doi:10.1038/npp.2009.50 · Cited by 82 · see citing works
Wang, Z., Zhu, M.-F., Su, Z., Guan, B., Wang, A.-X., Wang, Y.-J., Zhang, N., & Wang, C.-X. (2017) · Neurological Research · doi:10.1080/01616412.2017.1364514 · Cited by 60 · see citing works
Self-citationStevely, A. K., Dimairo, M., Todd, S., Julious, S. A., Nicholl, J. P., Hind, D., & Cooper, C. L. (2015) · PLoS ONE · doi:10.1371/journal.pone.0141104 · Cited by 58 · see citing works
Hordacre, B. G., Comacchio, K., Williams, L. J., & Hillier, S. (2020) · Journal of Neurology · doi:10.1007/s00415-020-10315-6 · Cited by 52 · see citing works
Chen, Q., Shen, D., Sun, H., Ke, J., Wang, H., Pan, S., Liu, H., Wang, D., Su, M., & Fang, Q. (2020) · Neurorehabilitation · doi:10.3233/nre-201606 · Cited by 41 · see citing works
Mechanisms of Transcranial Magnetic Stimulation Treating on Post-stroke Depression
Duan, X., Yao, G., Liu, Z., Cui, R., & Yang, W. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00215 · Cited by 35 · see citing works
Shao, D., Zhao, Z. N., Zhang, Y., Zhou, X., Zhao, L., Dong, M., Xu, F., Xiang, Y., & Luo, H. (2021) · Brazilian Journal of Medical and Biological Research · doi:10.1590/1414-431x202010010 · Cited by 33 · see citing works
Guo, L., Ping, J., Chen, G., Mei, J., Miao, J., Sun, W., Lan, Y., Zhao, X., Qiu, X., Zhou, Z., et al. (2021) · Clinical Interventions in Aging · doi:10.2147/cia.s318857 · Cited by 18 · see citing works
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Sorted by citations
A comprehensive overview of post-stroke depression treatment options
Raggi, A., Serretti, A., & Ferri, R. (2023) · International Clinical Psychopharmacology · doi:10.1097/yic.0000000000000532 · Cited by 24 · see citing works
Xiao, M., Chen, Y., & Mu, J. (2024) · Experimental Neurology · doi:10.1016/j.expneurol.2024.114937 · Cited by 23 · see citing works
Wu, S., Zhang, Y., Lu, Y., Yin, Y., Yang, C., Tang, W., Song, T., Tao, X., & Wang, Q. (2025) · Neurobiology of Disease · doi:10.1016/j.nbd.2025.106946 · Cited by 17 · see citing works
Hu, M., Qin, B., Li, T., Wei, C., Su, D., & Tan, Z. (2024) · BMC Neurology · doi:10.1186/s12883-024-03531-4 · Cited by 14 · see citing works
Cai, H., Cai, S., Li, A., & Guo, A. (2025) · Frontiers in Neurology · doi:10.3389/fneur.2025.1526506 · Cited by 7 · see citing works
Chen, F., Zhou, Q., Wu, J., & Xu, X. (2023) · BMC Complementary Medicine and Therapies · doi:10.1186/s12906-023-04160-z · Cited by 5 · see citing works
“s’ study [27], The control group and intervention group”
BackgroundDecreased hippocampal neurogenesis and post-stroke depression
Tang, X., Ran, L., & Li, W. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2026.1761408 · Cited by 5 · see citing works
Liang, Y., Niu, S., & Wang, Y. (2025) · British Journal of Pain · doi:10.1177/20494637251356812 · Cited by 3 · see citing works
Self-citationFan, Y., Zhong, Y., Yu, A., Jiang, X., Zhao, H., Wang, Y., Yao, X., Huang, A., Liu, Y., Pu, J., et al. (2026) · Psychiatry Research · doi:10.1016/j.psychres.2026.117244 · Cited by 1 · see citing works
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Gu, J.-X., Liu, C.-Q., Chen, G.-X., Yao, T., Sun, Z.-X., & Wang, Y. (2026) · World Journal of Psychiatry · doi:10.5498/wjp.v16.i6.115996 · Cited by 1 · see citing works
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Jia, Z., Yu, W., Li, J., Li, X., Wang, X., Yang, J., & Liu, Y. (2024) · Research Square · doi:10.21203/rs.3.rs-3915747/v1
Hu, M., Qin, B., Li, T., Wei, C., Su, D., & Tan, Z. (2024) · Figshare · doi:10.6084/m9.figshare.26666827
Hu, M., Qin, B., Li, T., Wei, C., Su, D., & Tan, Z. (2024) · Figshare · doi:10.6084/m9.figshare.26666824
Chen, F., Zhou, Q., Wu, J., & Xu, X. (2024) · Figshare · doi:10.6084/m9.figshare.26623846
- Authors
- Qiu, X., Lan, Y., Miao, J., Pan, C., Sun, W., Li, G., Wang, Y., Zhao, X., Zhu, Z., & Zhu, S.
- Affiliations
- Tongji Hospital (CN)
- Corresponding author
- Zhu, Zhou
- Zhu, Suiqiang
- ORCID
- Venue
- Journal of Psychosomatic Research
- Publisher
- Elsevier BV
- Published
- 2023-08
- Volume
- 171
- Pages
- 111382
- ISSN
- 0022-3999 (ISSN-L)
- OpenAlex
- W4377030612
- Cited by
- 14
- References
- 48
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 6 · 2023: 2
- FWCI
- 1.54
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Journal of Psychosomatic Research (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Hubei Technological Innovation Special Fund (2019ACA132)
- National Key Research and Development Program of China (2017YFC1310000)
- National Natural Science Foundation of China (82101605, 82171465, 82001218)
- Topics
- Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Health Sciences › Medicine › Psychiatry and Mental health › Electroconvulsive Therapy Studies
- Keywords
- repetitive transcranial magnetic stimulation, post-stroke depression, treatment response prediction, dorsolateral prefrontal cortex, ventromedial prefrontal cortex, motor cortex stimulation, neurovegetative symptoms, mood, subcortical ischemic stroke, subacute stroke, high-frequency rTMS
- MeSH terms
- Depression, Humans, Prospective Studies, Treatment Outcome, Prefrontal Cortex, Transcranial Magnetic Stimulation
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