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A frontal-vagal network theory for Major Depressive Disorder: Implications for optimizing neuromodulation techniques
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Major Depressive Disorder (MDD) is a psychiatric disorder characterized by high comorbidity with cardiovascular disease. Furthermore, a combination of high heart rate (HR) and low heart rate variability (HRV) has been frequently reported in depressed patients. The present review proposes a frontal-vagal (brain-heart) network that overlaps with functional nodes of the depression network. Moreover, we summarize neuromodulation studies that have targeted key nodes in this depression network, with subsequent impact on heart rate (HR) or heart-rate-variability (HRV), such as the dorsolateral prefrontal cortex (DLPFC), subgenual anterior cingulate cortex (sgACC), and the vagus nerve (VN). Based on the interplay of this frontal-vagal network, we emphasize the importance of including HR and HRV measurements in human depression studies, in particular those that conduct neuromodulation, in order to obtain a better understanding of the pathways that are affected, and we explore the possibilities of using this frontal-vagal interplay as a method for target engagement in neuromodulation treatments. This frontal-vagal network theory opens-up the possibility for individualizing neuromodulation treatments such as rTMS. A recent development called Neuro-Cardiac-Guided TMS (NCG-TMS), was developed based on this theory, and an individual-participant meta-analysis is presented. Four studies provide consistent and replicable support for NCG-TMS as a target engagement method, with consistent HR deceleration during frontal TMS and HR acceleration during motor strip TMS.
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“ANS function is purportedly modulated by the core-ICNs and one of the most robust ANS disturbances found in IDs is cardiac dysautonomia in the form of reduced HRV [52, 96, 103, 280, 282–293].”
From Infraslow closed-loop brain training for anxiety and depression (ISAD): a protocol for a randomized, double-blind, sham-controlled pilot trial in adult females with internalizing disorders (2022) · cites this paper as [283]
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“A frontal-vagal brain network – including the medulla of brainstem, hypothalamus, amygdala, insula, as well as dorsolateral prefrontal, anterior cingulate and orbitofrontal cortex – has been proposed to link cardiovascular diseases, metabolic diseases and MDD, because of its influence on the cardiovascular system, mood, appetite and sleep265.”
From Comorbidity between major depressive disorder and physical diseases: a comprehensive review of epidemiology, mechanisms and management (2023) · cites this paper as [265]
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Citations
Cites
Heart Rate Variability: Standards of Measurement, Physiological Interpretation, and Clinical Use
Electrophysiology, T. F. O. T. E. S. O. C. T. N. A. (1996) · Circulation · doi:10.1161/01.cir.93.5.1043 · Cited by 17,159
Gross, J. J. (1998) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.74.1.224 · Cited by 4,671 · cited 1×
“Higher HRV is also related to an adaptive and increased top-down and bottom up modulation of cognitive emotional processing and to effective processing of negative stimuli [29].”
Deep Brain Stimulation for Treatment-Resistant Depression
Mayberg, H. S., Lozano, A. M., Voon, V., McNeely, H. E., Seminowicz, D., Hamani, C., Schwalb, J. M., & Kennedy, S. H. (2005) · Neuron · doi:10.1016/j.neuron.2005.02.014 · Cited by 4,059
Thayer, J. F., Åhs, F., Fredrikson, M., Sollers, J. J., & Wager, T. D. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.11.009 · Cited by 3,224
A model of neurovisceral integration in emotion regulation and dysregulation
Thayer, J. F., & Lane, R. D. (2000) · Journal of Affective Disorders · doi:10.1016/s0165-0327(00)00338-4 · Cited by 3,092
Heart rate variability: A review
Rajendra Acharya, U., Paul Joseph, K., Kannathal, N., Lim, C. M., & Suri, J. S. (2006) · Medical & Biological Engineering & Computing · doi:10.1007/s11517-006-0119-0 · Cited by 2,820
The Epidemiology of Depression Across Cultures
Kessler, R. C., & Bromet, E. J. (2013) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031912-114409 · Cited by 2,657
Shaffer, F., McCraty, R., & Zerr, C. L. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01040 · Cited by 1,866
The Relationship of Depression to Cardiovascular Disease: Epidemiology, Biology, and Treatment
Musselman, D. L., Evans, D. L., & Nemeroff, C. B. (1998) · Archives of General Psychiatry · doi:10.1001/archpsyc.55.7.580 · Cited by 1,532
Kemp, A. H., Quintana, D. S., Gray, M. A., Felmingham, K. L., Brown, K., & Gatt, J. M. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.12.012 · Cited by 1,286
Fox, M. D., Buckner, R. L., White, M. P., Greicius, M. D., & Pascual-Leone, A. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.04.028 · Cited by 1,270
Human cingulate cortex and autonomic control: converging neuroimaging and clinical evidence
Critchley, H. D., Mathias, C. J., Josephs, O., O’Doherty, J., Zanini, S., Dewar, B., Cipolotti, L., Shallice, T., & Dolan, R. J. (2003) · Brain · doi:10.1093/brain/awg216 · Cited by 1,201
Umetani, K., Singer, D. H., McCraty, R., & Atkinson, M. (1998) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(97)00554-8 · Cited by 1,145
Depression and cardiac mortality: results from a community-based longitudinal study.
Penninx, B., Beekman, A., Honig, A., Deeg, D., Schoevers, R., van Eijk, J., & van Tilburg, W. V. (2001) · Archives of General Psychiatry · doi:10.1001/archpsyc.58.3.221 · Cited by 983
Anderson, I. M., Ferrier, I. N., Baldwin, R., Cowen, P. J., Howard, L. M., Lewis, G., Matthews, K., McAllister-Williams, H., Peveler, R. C., Scott, J. L., et al. (2008) · Journal of Psychopharmacology · doi:10.1177/0269881107088441 · Cited by 909
Exercise as a treatment for depression: A meta-analysis
Kvam, S., Kleppe, C. L., Nordhus, I. H., & Hovland, A. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.03.063 · Cited by 837
Excess mortality in depression: a meta-analysis of community studies
Cuijpers, P. J., & Smit, F. (2002) · Journal of Affective Disorders · doi:10.1016/s0165-0327(01)00413-x · Cited by 798
Default mode network mechanisms of transcranial magnetic stimulation in depression
Liston, C., Chen, A. C., Zebley, B. D., Drysdale, A. T., Gordon, R., Leuchter, B., Voss, H. U., Casey, B. J., Etkin, A., & Dubin, M. J. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.01.023 · Cited by 763
Rush, A. J., George, M. S., Sackeïm, H. A., Marangell, L. B., Husain, M. M., Giller, C. A., Nahas, Z. H., Haines, S. J., Simpson, R. K., & Goodman, R. (2000) · Biological Psychiatry · doi:10.1016/s0006-3223(99)00304-2 · Cited by 702
Non-invasive Vagus Nerve Stimulation in Healthy Humans Reduces Sympathetic Nerve Activity
Clancy, J. A., Mary, D., Witte, K. K., Greenwood, J. P., Deuchars, S. A., & Deuchars, J. (2014) · Brain stimulation · doi:10.1016/j.brs.2014.07.031 · Cited by 582
How heart rate variability affects emotion regulation brain networks
Mather, M., & Thayer, J. F. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2017.12.017 · Cited by 579
Castaldo, R., Melillo, P., Bracale, U. M., Caserta, M., Triassi, M., & Pecchia, L. (2015) · Biomedical Signal Processing and Control · doi:10.1016/j.bspc.2015.02.012 · Cited by 574
Rapid effects of deep brain stimulation for treatment-resistant major depression
Schlaepfer, T. E., Bewernick, B. H., Kayser, S., Mädler, B., & Coenen, V. A. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.01.034 · Cited by 563
Simmonds, M. C., Higgins, J. P. T., Stewart, L. A., Tierney, J. F., Clarke, M. J., & Thompson, S. G. (2005) · Clinical Trials · doi:10.1191/1740774505cn087oa · Cited by 554
Brunoni, A. R., Chaimani, A., Moffa, A. H., Razza, L. B., Gattaz, W. F., Daskalakis, Z. J., & Carvalho, A. F. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2016.3644 · Cited by 520
Vagus nerve stimulation: a new tool for brain research and therapy
George, M. S., Sackeim, H. A., Rush, A. J., Marangell, L. B., Nahas, Z., Husain, M. M., Lisanby, S., Burt, T., Goldman, J., & Ballenger, J. C. (2000) · Biological Psychiatry · doi:10.1016/s0006-3223(99)00308-x · Cited by 461
Karavidas, M. K., Lehrer, P. M., Vaschillo, E., Vaschillo, B., Marin, H., Buyske, S., Malinovsky, I., Radvanski, D., & Hassett, A. (2007) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-006-9029-z · Cited by 440
Transcutaneous Vagus Nerve Stimulation Modulates Default Mode Network in Major Depressive Disorder
Fang, J., Rong, P., Yang, H., Fan, Y., Liu, J. H., Wang, H., Zhang, G., Chen, X., Shi, S. R., Wang, L., et al. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.03.025 · Cited by 416
Licht, C. M. M., de Geus, E. J. C., Zitman, F. G., Hoogendijk, W. J. G., van Dyck, R., & Penninx, B. W. J. H. (2008) · Archives of General Psychiatry · doi:10.1001/archpsyc.65.12.1358 · Cited by 379
Carpenter, L. L., Janicak, P. G., Aaronson, S. T., Boyadjis, T. A., Brock, D. G., Cook, I. A., Dünner, D. L., Lanocha, K. I., Solvason, H. B., & Demitrack, M. A. (2012) · Depression and Anxiety · doi:10.1002/da.21969 · Cited by 371
Downar, J. H., Geraci, J., Salomons, T. V., Dunlop, K., Wheeler, S. M., McAndrews, M. P., Bakker, N., Blumberger, D. M., Daskalakis, Z. J., Kennedy, S. H., et al. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.10.026 · Cited by 362
The vagus nerve in appetite regulation, mood, and intestinal inflammation
Browning, K. N., Verheijden, S., & Boeckxstaens, G. E. (2017) · Gastroenterology · doi:10.1053/j.gastro.2016.10.046 · Cited by 361
Park, G., & Thayer, J. F. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00278 · Cited by 357
Smith, W. K. (1945) · Journal of Neurophysiology · doi:10.1152/jn.1945.8.4.241 · Cited by 349
Zucker, T. L., Samuelson, K. W., Muench, F., Greenberg, M. A., & Gevirtz, R. N. (2009) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-009-9085-2 · Cited by 335
Self-citationRelationship between major depression and heart rate variability.
Agelink, M. W., Boz, C., Ullrich, H., & Andrich, J. (2002) · Psychiatry Research · doi:10.1016/s0165-1781(02)00225-1 · Cited by 323
Koenig, J., Kemp, A. H., Beauchaine, T. P., Thayer, J. F., & Kaess, M. (2016) · Clinical Psychology Review · doi:10.1016/j.cpr.2016.04.013 · Cited by 285
Stein, P. K., Carney, R. M., Freedland, K. E., Skala, J. A., Jaffe, A. S., Kleiger, R. E., & Rottman, J. N. (2000) · Journal of Psychosomatic Research · doi:10.1016/s0022-3999(99)00085-9 · Cited by 271
Mir-Moghtadaei, A., Caballero, R., Fried, P., Fox, M. D., Lee, K., Giacobbe, P., Daskalakis, Z. J., Blumberger, D. M., & Downar, J. (2015) · Brain Stimulation · doi:10.1016/j.brs.2015.05.008 · Cited by 269
Siepmann, M., Aykac, V., Unterdörfer, J., Petrowski, K., & Mueck-Weymann, M. (2008) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-008-9064-z · Cited by 265 · cited 1×
“Furthermore, at follow-up, mood was improved in depressed patients [54].”
BackgroundRusjan, P., Barr, M. S., Farzan, F., Arenovich, T., Maller, J. J., Fitzgerald, P. B., & Daskalakis, Z. J. (2010) · Human Brain Mapping · doi:10.1002/hbm.20964 · Cited by 259
New targets for rTMS in depression: A review of convergent evidence
Downar, J., & Daskalakis, Z. J. (2013) · Brain Stimulation · doi:10.1016/j.brs.2012.08.006 · Cited by 257
From the heart to the brain: A study of heartbeat contingent scalp potentials
Schandry, R., Sparrer, B., & Weitkunat, R. (1986) · International Journal of Neuroscience · doi:10.3109/00207458608985677 · Cited by 252
Marwood, L., Wise, T., Perkins, A. M., & Cleare, A. J. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.09.022 · Cited by 251
Coenen, V. A., Schlaepfer, T. E., Maedler, B., & Panksepp, J. (2010) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2010.12.009 · Cited by 250
de Jonge, P., Mangano, D. T., & Whooley, M. A. (2007) · Psychosomatic Medicine · doi:10.1097/psy.0b013e31815743ca · Cited by 234
Effects of estrogen on gender-related autonomic differences in humans
Liu, C.-C., Kuo, T. B. J., & Yang, C. C. H. (2003) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.00256.2003 · Cited by 233
AUTONOMIC EFFECTS ON STIMULATING ROSTRAL PORTION OF CINGULATE GYRI IN MAN
Pool, J. L., & Ransohoff, J. (1949) · Journal of Neurophysiology · doi:10.1152/jn.1949.12.6.385 · Cited by 232
Udupa, K., Sathyaprabha, T. N., Thirthalli, J., Kishore, K., Lavekar, G. S., Raju, T. R., & Gangadhar, B. N. (2006) · Journal of Affective Disorders · doi:10.1016/j.jad.2006.10.007 · Cited by 231
De Meersman, R. E., & Stein, P. K. (2007) · Biological Psychology · doi:10.1016/j.biopsycho.2006.04.008 · Cited by 228
The impact of the circadian timing system on cardiovascular and metabolic function
Morris, C. J., Yang, J. N., & Scheer, F. A. J. L. (2012) · Progress in Brain Research · doi:10.1016/b978-0-444-59427-3.00019-8 · Cited by 215
Heart failure in a cold climate
Stewart, S., McIntyre, K., Capewell, S., & McMurray, J. J. V. (2002) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(02)01685-6 · Cited by 214
Donse, L., Padberg, F., Sack, A. T., Rush, A. J., & Arns, M. (2018) · Brain Stimulation · doi:10.1016/j.brs.2017.11.004 · Cited by 183
Self-citationVagus nerve stimulation therapy summary
Schachter, S. C. (2002) · Neurology · doi:10.1212/wnl.59.6_suppl_4.s15 · Cited by 178
Daban, C., Martinez-Aran, A., Cruz, N., & Vieta, E. (2008) · Journal of Affective Disorders · doi:10.1016/j.jad.2008.02.012 · Cited by 163
Brunoni, A. R., Kemp, A. H., Dantas, E. M., Goulart, A. C., Nunes, M. A., Boggio, P. S., Mill, J. G., Lotufo, P. A., Fregni, F., & Benseñor, I. M. (2013) · The International Journal of Neuropsychopharmacology · doi:10.1017/s1461145713000497 · Cited by 149
Heart period variability and depressive symptoms: gender differences
Thayer, J. F., Smith, M. A., Rossy, L. A., Sollers, J. J., & Friedman, B. H. (1998) · Biological Psychiatry · doi:10.1016/s0006-3223(98)00008-0 · Cited by 141
Balogh, S. E., Fitzpatrick, D., Hendricks, S. F., & Paige, S. R. (1993) · PubMed · Cited by 137
Makovac, E., Thayer, J. F., & Ottaviani, C. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.05.001 · Cited by 136
Vagal tone as an indicator of treatment response in major depression
Chambers, A. S., & Allen, J. J. B. (2002) · Psychophysiology · doi:10.1111/1469-8986.3960861 · Cited by 134
Depression and cardiovascular comorbidity
Glassman, A. H. (2007) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2007.9.1/ahglassman · Cited by 127
Jenkins, J., Shajahan, P. M., Lappin, J., & Ebmeier, K. P. (2002) · BMC Psychiatry · doi:10.1186/1471-244x-2-1 · Cited by 114
The control and physiological importance of heart rate
HAINSWORTH, R. (1995) · Medical Entomology and Zoology · Cited by 110
Birth seasonality in bipolar disorder, schizophrenia, schizoaffective disorder and stillbirths
Torrey, E. F., Rawlings, R. R., Ennis, J. M., Merrill, D. D., & Flores, D. S. (1996) · Schizophrenia Research · doi:10.1016/0920-9964(96)00022-9 · Cited by 109
Crowell, A. L., Garlow, S. J., Riva-Posse, P., & Mayberg, H. S. (2015) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2015.00041 · Cited by 105
Udupa, K., Sathyaprabha, T. N., Thirthalli, J., Kishore, K. R., Raju, T. R., & Gangadhar, B. N. (2007) · Journal of Affective Disorders · doi:10.1016/j.jad.2007.04.002 · Cited by 97
Autonomie Correlates of Antidepressant Treatment Using Heart-Rate Variability Analysis
Khaykin, Y., Dorian, P., Baker, B., Shapiro, C. M., Sandor, P., Mironov, D., Irvine, J., & Newman, D. M. (1998) · The Canadian Journal of Psychiatry · doi:10.1177/070674379804300209 · Cited by 87
MacKinnon, S., Gevirtz, R., McCraty, R., & Brown, M. (2013) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-013-9226-5 · Cited by 87
Self-citationLane, R. D., Weidenbacher, H. J., Smith, R. S., Fort, C. L., Thayer, J. F., & Allen, J. J. B. (2013) · Journal of Affective Disorders · doi:10.1016/j.jad.2013.02.005 · Cited by 84
Localization for penile erection in medical frontal lobe
Dua, S., & MacLean, P. D. (1964) · American Journal of Physiology-Legacy Content · doi:10.1152/ajplegacy.1964.207.6.1425 · Cited by 83
Patron, E., Messerotti Benvenuti, S., Favretto, G., Valfrè, C., Bonfà, C., Gasparotto, R., & Palomba, D. (2013) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-012-9202-5 · Cited by 70
Buchanan, S. L., Valentine, J. D., & Powell, D. A. (1985) · Behavioural Brain Research · doi:10.1016/0166-4328(85)90168-8 · Cited by 69
Horst, G. J. T. (1999) · European Journal of Morphology · doi:10.1076/ejom.37.4.257.4722 · Cited by 65
Iseger, T. A., Padberg, F., Kenemans, J. L., Gevirtz, R., & Arns, M. (2017) · Brain stimulation · doi:10.1016/j.brs.2017.05.002 · Cited by 65
Self-citationSummer-Winter Differences in 24 h Variability of Heart Rate
Kristal-Boneh, E., Froom, P., Harari, G., Malik, M., & Ribak, J. (2000) · European Journal of Cardiovascular Risk · doi:10.1177/204748730000700209 · Cited by 64
Donse, L., Sack, A., Fitzgerald, P., & Arns, M. (2017) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2017.03.006 · Cited by 63
Self-citationHeart Rate Control Via Vagus Nerve Stimulation
Buschman, H. P. J., Storm, C. J., Duncker, D. J., Verdouw, P. D., van der Aa, H. E., & van der Kemp, P. (2006) · Neuromodulation Technology at the Neural Interface · doi:10.1111/j.1525-1403.2006.00062.x · Cited by 57
The heart side of brain neuromodulation
Rossi, S., Santarnecchi, E., Valenza, G., & Ulivelli, M. (2016) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2015.0187 · Cited by 54
Seasonal Distribution of Psychiatric Births in England
Disanto, G., Morahan, J. M., Lacey, M. V., DeLuca, G. C., Giovannoni, G., Ebers, G. C., & Ramagopalan, S. V. (2012) · PLoS ONE · doi:10.1371/journal.pone.0034866 · Cited by 53
Altered cardiovascular adaptability in depressed patients without heart disease
Ehrenthal, J. C., Herrmann‐Lingen, C., Fey, M., & Schauenburg, H. (2010) · The World Journal of Biological Psychiatry · doi:10.3109/15622970903397714 · Cited by 53
Olbrich, S., Tränkner, A., Surova, G., Gevirtz, R., Gordon, E., Hegerl, U., & Arns, M. (2015) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2015.12.001 · Cited by 53
Self-citationCardiovascular differences between sham and active iTBS related to treatment response in MDD
Iseger, T. A., Arns, M., Downar, J. H., Blumberger, D. M., Daskalakis, Z. J., & Vila‐Rodriguez, F. (2019) · Brain stimulation · doi:10.1016/j.brs.2019.09.016 · Cited by 53
Self-citationBrunoni, A. R., Moffa, A. H., Sampaio-Júnior, B., Gálvez, V., & Loo, C. K. A. (2016) · Brain stimulation · doi:10.1016/j.brs.2016.11.005 · Cited by 51
Cardiac Effects of Vagus Nerve Stimulation in Patients with Major Depression
Sperling, W., Reulbach, U., Bleich, S., Padberg, F., Kornhuber, J., & Müeck‐Weymann, M. (2009) · Pharmacopsychiatry · doi:10.1055/s-0029-1237374 · Cited by 48
Gender differences in the impact of daily sadness on 24‐h heart rate variability
Verkuil, B., BROSSCHOT, J. F., Marques, A. H., Kampschroer, K., STERNBERG, E. M., & Thayer, J. F. (2015) · Psychophysiology · doi:10.1111/psyp.12541 · Cited by 43
Investigation of vagal afferent functioning using the Heartbeat Event Related Potential
Huang, C., Gevirtz, R., Onton, J., & Criado, J. R. (2017) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2017.06.007 · Cited by 38
Self-citationOjeda, D., Rolle, V. L., Ugalde, H. M. R., Gallet, C., Bonnet, J.-L., Henry, C., Bel, A., Mabo, P., Carrault, G., & Hernandez, A. I. (2016) · PLoS ONE · doi:10.1371/journal.pone.0163734 · Cited by 38
Udupa, K., Thirthalli, J., Sathyaprabha, T. N., Kishore, K., Raju, T. R., & Gangadhar, B. N. (2011) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2011.02.006 · Cited by 37
Riva‐Posse, P., Inman, C. S., Choi, K. S., Crowell, A. L., Gross, R. E., Hamann, S. B., & Mayberg, H. S. (2019) · Brain stimulation · doi:10.1016/j.brs.2019.01.015 · Cited by 37
Chambers, A. S., & Allen, J. J. B. (2007) · Biological Psychology · doi:10.1016/j.biopsycho.2006.11.001 · Cited by 34
Increased vagal tone during winter in subsyndromal seasonal affective disorder
Austen, M. L., & Wilson, G. V. (2001) · Biological Psychiatry · doi:10.1016/s0006-3223(00)01102-1 · Cited by 29
Luo, M., Qu, X.-X., Li, S., Zhao, J., Zhao, Y., Jiao, Y., & Rong, P. (2017) · PubMed · doi:10.13703/j.0255-2930.2017.03.013 · Cited by 23
The influence of birth season on mortality in the United States
Sohn, K. (2016) · American Journal of Human Biology · doi:10.1002/ajhb.22848 · Cited by 12
Effects of vagus nerve on heart rate and ventricular contractility in chicken
Lang, S. A., & Levy, M. N. (1989) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.1989.256.5.h1295 · Cited by 11
Is Heart Rate Variability Related to Season of Birth?
Huang, W., Hwang, B., Lai, C., Li, J., Kuo, T. B. J., & Yang, C. C. H. (2015) · Clinical Cardiology · doi:10.1002/clc.22410 · Cited by 10
Heart rate variability related to season of birth: A replication study
Iseger, T. A., Vollebregt, M. A., Krepel, N., & Arns, M. (2019) · Psychophysiology · doi:10.1111/psyp.13419 · Cited by 7
Self-citation
Research works printed but not linked: 1
- T.A. Iseger, F. Padberg, J.L. Kenemans, H. van Dijk & M. Arns. Neuro-cardiac-guided TMS: a validation study (under review at NeuroImage).
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Farmer, A. D., Strzelczyk, A., Finisguerra, A., Gourine, A. V., Gharabaghi, A., Hasan, A., Burger, A. M., Jaramillo, A. M., Mertens, A., Majid, A., et al. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.568051 · Cited by 375
Berk, M., Köhler‐Forsberg, O., Turner, M., Penninx, B. W. J. H., Wrobel, A., Firth, J., Loughman, A., Reavley, N. J., McGrath, J. J., Momen, N. C., et al. (2023) · World Psychiatry · doi:10.1002/wps.21110 · Cited by 336
Fitzgerald, P. B. (2021) · Brain Stimulation · doi:10.1016/j.brs.2021.04.018 · Cited by 126
Cash, R. F. H., & Zalesky, A. (2023) · Biological Psychiatry · doi:10.1016/j.biopsych.2023.11.013 · Cited by 128
Sack, A. T., Paneva, J., Küthe, T. T., Dijkstra, E., Zwienenberg, L., Arns, M., & Schuhmann, T. (2023) · Biological Psychiatry · doi:10.1016/j.biopsych.2023.09.011 · Cited by 126
Self-citation
Metadata
- Authors
- Iseger, T. A., van Bueren, N. E. R., Kenemans, J. L., Gevirtz, R., & Arns, M.
- Affiliations
- Utrecht University (NL)
- Alliant University (US)
- Corresponding author
- Arns, Martijn
- Venue
- Brain Stimulation
- Publisher
- Elsevier BV
- Published
- 2020-01
- Volume
- 13
- Issue
- 1
- Pages
- 1-9
- ISSN
- 1876-4754 (ISSN-L)
- 1935-861X
- OpenAlex
- W2979927084
- Cited by
- 142
- References
- 98
- Citations by year
- 2026: 17 · 2025: 26 · 2024: 17 · 2023: 18 · 2022: 18 · 2021: 31 · 2020: 15
- FWCI
- 1.67
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Brain stimulation (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- Radboud Repository (Radboud University) (submittedVersion)
- Radboud Repository (Radboud University) (submittedVersion, other-oa)
- Research Publications (Maastricht University) (submittedVersion, cc-by)
- Topics
- Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
- Life Sciences › Neuroscience › Neurology › Vagus Nerve Stimulation Research
- Health Sciences › Medicine › Pharmacology (medical) › Treatment of Major Depression
- Keywords
- major depressive disorder, heart rate variability, heart rate, vagus nerve, neuromodulation, repetitive transcranial magnetic stimulation, dorsolateral prefrontal cortex, subgenual anterior cingulate cortex, heart-brain interaction, cardiovascular comorbidity
- MeSH terms
- Depressive Disorder, Major, Major Depressive Disorder, Gyrus Cinguli, Heart Rate, Humans, Motor Cortex, Vagus Nerve, Prefrontal Cortex, Transcranial Magnetic Stimulation
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