A frontal-vagal network theory for Major Depressive Disorder: Implications for optimizing neuromodulation techniques
Open accessAbstract
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.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
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.
“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]
The section “Major Depressive Disorder (MDD) and the autonomic nervous system” (page unavailable) reports lower HRV in depressed patients than in healthy controls. The General discussion (page unavailable) describes a frontal-vagal network linking brain regions to autonomic cardiac control. The paper does not establish the claim for IDs broadly or identify the proposed modulators as core-ICNs. (LLM, conf=0.86)
Experimental — accuracy not yet measuredA 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 sleep.
“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]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
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 · see citing works
Gross, J. J. (1998) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.74.1.224 · Cited by 4,671 · cited 1× · see citing works
“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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Shaffer, F., McCraty, R., & Zerr, C. L. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01040 · Cited by 1,866 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 901 · see citing works
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 · see citing works
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 774 · see citing works
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 · see citing works
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 693 · see citing works
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 · see citing works
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 557 · see citing works
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 543 · see citing works
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 538 · see citing works
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 · see citing works
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 513 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Park, G., & Thayer, J. F. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00278 · Cited by 357 · see citing works
Smith, W. K. (1945) · Journal of Neurophysiology · doi:10.1152/jn.1945.8.4.241 · Cited by 349 · see citing works
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 338 · see citing works
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 · see citing works
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 312 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Rusjan, 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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Coenen, V. A., Schlaepfer, T. E., Maedler, B., & Panksepp, J. (2010) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2010.12.009 · Cited by 246 · see citing works
de Jonge, P., Mangano, D. T., & Whooley, M. A. (2007) · Psychosomatic Medicine · doi:10.1097/psy.0b013e31815743ca · Cited by 234 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
De Meersman, R. E., & Stein, P. K. (2007) · Biological Psychology · doi:10.1016/j.biopsycho.2006.04.008 · Cited by 228 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Self-citationVagus nerve stimulation therapy summary
Schachter, S. C. (2002) · Neurology · doi:10.1212/wnl.59.6_suppl_4.s15 · Cited by 178 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Balogh, S. E., Fitzpatrick, D., Hendricks, S. F., & Paige, S. R. (1993) · PubMed · Cited by 137 · see citing works
Makovac, E., Thayer, J. F., & Ottaviani, C. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.05.001 · Cited by 136 · see citing works
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 · see citing works
Depression and cardiovascular comorbidity
Glassman, A. H. (2007) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2007.9.1/ahglassman · Cited by 123 · see citing works
Jenkins, J., Shajahan, P. M., Lappin, J., & Ebmeier, K. P. (2002) · BMC Psychiatry · doi:10.1186/1471-244x-2-1 · Cited by 114 · see citing works
The control and physiological importance of heart rate
HAINSWORTH, R. (1995) · Medical Entomology and Zoology · Cited by 110 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
MacKinnon, S., Gevirtz, R., McCraty, R., & Brown, M. (2013) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-013-9226-5 · Cited by 87 · see citing works
Self-citationLocalization 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 · see citing works
Lane, 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 77 · see citing works
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 · see citing works
Buchanan, S. L., Valentine, J. D., & Powell, D. A. (1985) · Behavioural Brain Research · doi:10.1016/0166-4328(85)90168-8 · Cited by 69 · see citing works
Horst, G. J. T. (1999) · European Journal of Morphology · doi:10.1076/ejom.37.4.257.4722 · Cited by 65 · see citing works
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 · see citing works
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 · see citing works
Donse, L., Sack, A. T., Fitzgerald, P. B., & Arns, M. (2017) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2017.03.006 · Cited by 64 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Self-citationThe 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 51 · see citing works
Brunoni, 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 · see citing works
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 · see citing works
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 · see citing works
Ojeda, 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 · see citing works
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 · see citing works
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 36 · see citing works
Self-citationRiva‐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 36 · see citing works
Chambers, A. S., & Allen, J. J. B. (2007) · Biological Psychology · doi:10.1016/j.biopsycho.2006.11.001 · Cited by 34 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Self-citation
Flagged first, then by citations
2 of the 98 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Rush AJ, George MS, Sackeim HA, Marangell LB, Husain MM, Giller C, et al. Vagus nerve stimulation (VNS) for treatment-resistant depressions: a multi- center study. Biol Psychiatry 2000;47:276e86.
- T.A. Iseger, F. Padberg, J.L. Kenemans, H. van Dijk & M. Arns. Neuro-cardiac- guided TMS: a validation study (under review at NeuroImage).
Cited by
Sorted by citations
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 361 · see citing works
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 · see citing works
Fitzgerald, P. B. (2021) · Brain Stimulation · doi:10.1016/j.brs.2021.04.018 · Cited by 126 · see citing works
Cash, R. F. H., & Zalesky, A. (2023) · Biological Psychiatry · doi:10.1016/j.biopsych.2023.11.013 · Cited by 122 · see citing works
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 116 · see citing works
Self-citationBrain-heart interactions in the neurobiology of consciousness
Candia‐Rivera, D. (2022) · Current Research in Neurobiology · doi:10.1016/j.crneur.2022.100050 · Cited by 104 · 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
Non-invasive vagus nerve stimulation boosts mood recovery after effort exertion
Ferstl, M., Teckentrup, V., Lin, W. M., Kräutlein, F., Kühnel, A., Klaus, J., Walter, M., & Kroemer, N. B. (2021) · Psychological Medicine · doi:10.1017/s0033291720005073 · Cited by 79 · see citing works
Matisz, C. E., & Gruber, A. J. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.12.020 · Cited by 70 · see citing works
Applications of Non-invasive Neuromodulation for the Management of Disorders Related to COVID-19
Baptista, A. F., Baltar, A., Okano, A. H., Moreira, A., Campos, A. C. P., Fernandes, A. M., Brunoni, A. R., Badran, B. W., Tanaka, C., de Andrade, D. C., et al. (2020) · Frontiers in Neurology · doi:10.3389/fneur.2020.573718 · Cited by 59 · see citing works
Schmaußer, M., Hoffmann, S., Raab, M., & Laborde, S. (2022) · Journal of Neuroscience Research · doi:10.1002/jnr.25062 · Cited by 59 · see citing works
Suen, P. J. C., Doll, S., Batistuzzo, M. C., Busatto, G. F., Razza, L. B., Padberg, F., Mezger, E., Bulubas, L., Keeser, D., Deng, Z., et al. (2020) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-020-01127-w · Cited by 59 · see citing works
Dedoncker, J., Baeken, C., Raedt, R. D., & Vanderhasselt, M. (2020) · Biological Psychology · doi:10.1016/j.biopsycho.2020.107991 · Cited by 60 · see citing works
Investigating high- and low-frequency neuro-cardiac-guided TMS for probing the frontal vagal pathway
Kaur, M., Michael, J. A., Hoy, K. E., Fitzgibbon, B. M., Ross, M. S., Iseger, T. A., Arns, M., Hudaib, A., & Fitzgerald, P. B. (2020) · Brain stimulation · doi:10.1016/j.brs.2020.03.002 · Cited by 48 · see citing works
Self-citationInteroception, network physiology and the emergence of bodily self-awareness
Candia‐Rivera, D., Engelen, T., Babo-Rebelo, M., & Salamone, P. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105864 · Cited by 52 · see citing works
Hödl, S., Carrette, S., Meurs, A., Carrette, E., Mertens, A., Gadeyne, S., Goossens, L., Dewaele, F., Bouckaert, C., Dauwe, I., et al. (2020) · European Journal of Neurology · doi:10.1111/ene.14270 · Cited by 47 · see citing works
Depression and cardiovascular autonomic control: a matter of vagus and sex paradox
Tobaldini, E., Carandina, A., Toschi‐Dias, E., Erba, L., Furlan, L., Sgoifo, A., & Montano, N. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.06.029 · Cited by 47 · see citing works
Neuro-Cardiac-Guided TMS (NCG TMS): A replication and extension study
Iseger, T. A., Padberg, F., Kenemans, J. L., van Dijk, H., & Arns, M. (2021) · Biological Psychology · doi:10.1016/j.biopsycho.2021.108097 · Cited by 41 · see citing works
Self-citationHe, J., Jia, B., Wang, Y., Li, S., Zhao, B., Zhou, Z.-G., Bi, Y., Wu, M., Li, L., Zhang, J., et al. (2022) · Frontiers in Neurology · doi:10.3389/fneur.2022.827749 · Cited by 41 · see citing works
Autonomic Nervous System Function in Anorexia Nervosa: A Systematic Review
Jenkins, Z., Eikelis, N., Phillipou, A., Castle, D. J., Wilding, H., & Lambert, É. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.682208 · Cited by 42 · see citing works
Lin, Y., Chang, C.-C., Huang, C. C., Tzeng, N., Kao, Y., & Chang, H. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.11.030 · Cited by 36 · see citing works
Combining top-down and bottom-up interventions targeting the vagus nerve to increase resilience
Vanderhasselt, M.-A., & Ottaviani, C. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.11.018 · Cited by 34 · see citing works
Dijkstra, E., van Dijk, H., Vila-Rodriguez, F., Zwienenberg, L., Rouwhorst, R., Coetzee, J. P., Blumberger, D. M., Downar, J., Williams, N., Sack, A. T., et al. (2023) · Biological Psychiatry Global Open Science · doi:10.1016/j.bpsgos.2023.01.003 · Cited by 31 · see citing works
Self-citationIntrinsic Connectivity Networks of Glutamate-Mediated Antidepressant Response: A Neuroimaging Review
Demchenko, I., Tassone, V. K., Kennedy, S. H., Dunlop, K., & Bhat, V. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.864902 · Cited by 29 · see citing works
“A relatively “new” ICN incorporated into the network model is the CAN, which involves the HPT, AMYG, insula, and brainstem nuclei responsible for the control of bodily autonomic responses (61, 89).”
BackgroundDeng, Z., Robins, P. L., Dannhauer, M., Haugen, L. M., Port, J. D., & Croarkin, P. E. (2023) · Biomedicines · doi:10.3390/biomedicines11082320 · Cited by 31 · see citing works
Lee, H., Lee, J. H., Hwang, M.-H., & Kang, N. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.07.039 · Cited by 25 · see citing works
He, H., Sun, X., Doose, J., Faller, J., McIntosh, J. R., Saber, G. T., Huffman, S. M., Hong, L., Pantazatos, S. P., Yuan, H., et al. (2025) · Brain stimulation · doi:10.1016/j.brs.2025.10.013 · Cited by 25 · see citing works
Pilloni, G., Bikson, M., Badran, B. W., George, M. S., Kautz, S. A., Okano, A. H., Baptista, A. F., & Charvet, L. E. (2020) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.595567 · Cited by 24 · see citing works
Dynamic fluctuations in ascending heart-to-brain communication under mental stress
Candia‐Rivera, D., Norouzi, K., Ramsøy, T. Z., & Valenza, G. (2023) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00251.2022 · Cited by 24 · see citing works
Goffi, F., Maggioni, E., Bianchi, A. M., Brambilla, P., & Delvecchio, G. (2025) · Translational Psychiatry · doi:10.1038/s41398-025-03430-3 · Cited by 26 · see citing works
Chang, C.-C., Lin, Y., Tzeng, N., Kao, Y., & Chang, H. (2020) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2020.10.008 · Cited by 23 · see citing works
Klírová, M., Adamová, A., Biačková, N., Laskov, O., Renková, V., Stuchlíková, Z., Odnohová, K., & Novák, T. (2024) · Scientific Reports · doi:10.1038/s41598-024-52763-4 · Cited by 22 · see citing works
Kao, Y., Tzeng, N., Chao, C.-Y., Chang, C.-C., & Chang, H. (2020) · Clinical Neurophysiology · doi:10.1016/j.clinph.2020.02.029 · Cited by 20 · see citing works
Chen, S., Wang, H., Yue, J., Guan, N., & Wang, X. (2022) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2022.152347 · Cited by 19 · see citing works
Distinct Neural Processing of Acute Stress in Major Depression and Borderline Personality Disorder
Villarreal, M. F., Wainsztein, A., Mercè, R. Á., Goldberg, X., Castro, M. N., Brusco, L. I., de Guevara, S. L., Bodurka, J., Paulus, M. P., Menchón, J. M., et al. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.02.055 · Cited by 19 · see citing works
Tateishi, H., Setoyama, D., Kang, D., Matsushima, J., Kojima, R., Fujii, Y., Mawatari, S., Kikuchi, J., Sakemura, Y., Ohishi‐Fukuchi, J., et al. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.04.009 · Cited by 19 · see citing works
Probing prefrontal-sgACC connectivity using TMS-induced heart–brain coupling
Dijkstra, E., Frandsen, S. B., van Dijk, H., Duecker, F., Taylor, J. J., Sack, A. T., Arns, M., & Siddiqi, S. (2024) · Nature Mental Health · doi:10.1038/s44220-024-00248-8 · Cited by 17 · see citing works
Self-citationChen, Y., Zou, H., Hou, X., Lan, C., Wang, J., Qing, Y., Chen, W., Yao, S., & Kendrick, K. M. (2023) · eLife · doi:10.7554/elife.85847 · Cited by 18 · see citing works
Vagal nerve stimulation for the management of long COVID symptoms
Khan, M. W. Z., Ahmad, M., Qudrat, S., Afridi, F., Khan, N. A., Afridi, Z., Fahad, ., Azeem, T., & Ikram, J. (2024) · Infectious Medicine · doi:10.1016/j.imj.2024.100149 · Cited by 16 · see citing works
Czura, C. J., Bikson, M., Charvet, L. E., Chen, J. D. Z., Franke, M., Fudim, M., Grigsby, E. J., Hamner, S. R., Huston, J. M., Khodaparast, N., et al. (2022) · Frontiers in Neurology · doi:10.3389/fneur.2022.897124 · Cited by 16 · see citing works
Yeh, T., Lin, Y., Tzeng, N., Kao, Y., Chung, Y., Chang, C.-C., Fang, H., & Chang, H. (2024) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.13745 · Cited by 16 · see citing works
Chang, C.-C., Kao, Y., Chao, C.-Y., Tzeng, N., & Chang, H. (2020) · The International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyaa063 · Cited by 16 · see citing works
A review of clinical studies of electrodermal activity and transcranial magnetic stimulation
Cox, O. D., Munjal, A., McCall, W. V., Miller, B. J., Baeken, C., & Rosenquist, P. B. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115535 · Cited by 15 · see citing works
Meijs, H., Prentice, A., Lin, B. D., Wilde, B. D., Hecke, J. V., Niemegeers, P., van Eijk, K. R., Luykx, J. J., & Arns, M. (2022) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2022.07.006 · Cited by 13 · see citing works
Self-citationSmet, S. D., Baeken, C., Raedt, R. D., Pulopulos, M. M., Razza, L. B., Damme, S. V., Witte, S. D., Brunoni, A. R., & Vanderhasselt, M. (2021) · Clinical Neurophysiology · doi:10.1016/j.clinph.2021.01.025 · Cited by 13 · see citing works
Michael, J. A., & Kaur, M. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.04.016 · Cited by 14 · see citing works
Colzato, L. S., Elmers, J., Beste, C., & Hommel, B. (2023) · Journal of Clinical Medicine · doi:10.3390/jcm12031198 · Cited by 13 · see citing works
Jiao, Y., Cheng, C., Jia, M., Chu, Z., Song, X., Zhang, M., Xu, H., Zeng, X., Sun, J., Qin, W., et al. (2024) · Psychophysiology · doi:10.1111/psyp.14631 · Cited by 12 · see citing works
Vasovagal syncope as a specific side effect of DLPFC-rTMS: A frontal-vagal dose-finding study
Rouwhorst, R., van Oostrom, I., Dijkstra, E., Zwienenberg, L., van Dijk, H., & Arns, M. (2022) · Brain Stimulation · doi:10.1016/j.brs.2022.08.015 · Cited by 13 · see citing works
Self-citationMapping human brain topography to heart rhythms: an SEEG study
Wang, X., Yang, H., Cheng, Y., Liu, S., Jin, G., Qiao, Z., Qi, L., Wang, S., Ge, J., Hu, D., et al. (2025) · Cardiovascular Research · doi:10.1093/cvr/cvaf099 · Cited by 12 · see citing works
Brain–body states as a link between cardiovascular and mental health
Villringer, A., Nikulin, V. V., & Gaebler, M. (2025) · Trends in Neurosciences · doi:10.1016/j.tins.2025.08.004 · Cited by 11 · see citing works
Prefrontal tDCS modulates autonomic responses in COVID-19 inpatients
Pinto, T. P., Inácio, J. C., de Aguiar, E., Ferreira, A. S., Sudo, F. K., Tovar-Moll, F., & Rodrigues, E. C. (2023) · Brain Stimulation · doi:10.1016/j.brs.2023.03.001 · Cited by 11 · see citing works
Zwienenberg, L., Iseger, T. A., Dijkstra, E., Rouwhorst, R., van Dijk, H., Sack, A. T., & Arns, M. (2021) · Brain stimulation · doi:10.1016/j.brs.2021.07.005 · Cited by 11 · see citing works
Self-citationYu, L., Shen, Z., Wei, W., Dou, Z., Luo, Y., Hu, D., Lin, W., Zhao, G., Hong, X., & Yu, S. (2025) · BMC Medicine · doi:10.1186/s12916-025-04089-9 · Cited by 11 · see citing works
Transcranial magnetic stimulation induces heart rate decelerations independent of treatment outcome
Alario, A. A., Pace, B., Niciu, M. J., & Trapp, N. T. (2023) · Brain stimulation · doi:10.1016/j.brs.2023.06.005 · Cited by 10 · see citing works
Babelyuk, V., Tserkovniuk, R., Babelyuk, N., Żukow, X., Ruzhylo, S., Dubkova, G. I., Korolyshyn, T. A., Hubyts’kyi, V. Y., Kikhtan, V., Гоженко, А. І., et al. (2021) · Journal of Education Health and Sport · doi:10.12775/jehs.2021.11.12.030 · Cited by 10 · see citing works
Sheen, J., Miron, J., Mansouri, F., Dunlop, K., Russell, T., Zhou, R., Hyde, M., Fox, L., Voetterl, H., Daskalakis, Z. J., et al. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.08.105 · Cited by 10 · see citing works
Perez, T. M., Glue, P., Adhia, D. B., Navid, M. S., Zeng, J., Dillingham, P., Smith, M., Niazi, I. K., Young, C. K., & De Ridder, D. (2022) · Trials · doi:10.1186/s13063-022-06863-z · Cited by 8 · see citing works
Wainsztein, A., Castro, M. N., Goldberg, X., Camacho-Téllez, V., Vulcano, M., Abulafia, C., Ladrón‐de‐Guevara, S., Cardoner, N., Nemeroff, C. B., Menchón, J. M., et al. (2021) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2021.111394 · Cited by 8 · see citing works
Bombushkar, I., Гоженко, А. І., Korda, M., Żukow, X., & Popovych, I. L. (2022) · Journal of Education Health and Sport · doi:10.12775/jehs.2022.12.06.036 · Cited by 8 · see citing works
Guerriero, G., Liljedahl, S. I., Carlsen, H. K., Muñoz, M. L., Daros, A. R., Ruocco, A. C., & Steingrímsson, S. (2024) · Trials · doi:10.1186/s13063-024-08230-6 · Cited by 7 · see citing works
Brain‑heart axis: Neurostimulation techniques in ischemic heart disease (Review)
Liu, Y., Yang, H., Xiong, J., Wei, Y., Chen, Y., Zheng, Q., & Liang, F. (2025) · International Journal of Molecular Medicine · doi:10.3892/ijmm.2025.5589 · Cited by 8 · see citing works
Scott, B. G., Fike, E. A., & McCullen, J. R. (2020) · Developmental Psychobiology · doi:10.1002/dev.22056 · Cited by 7 · see citing works
Sexual dimorphism in some psycho-neuro-endocrine parameters at human
Kozyavkina, N., Popovych, I. L., Popovych, D., Żukow, W., & Bombushkar, I. (2021) · Journal of Education Health and Sport · doi:10.12775/jehs.2021.11.05.039 · Cited by 7 · see citing works
Wilkening, J., Jungeblut, H. M., Adamovic, I., Belov, V., Dechent, P., Eicke, L., Hansen, N., Kozyrev, V., Marten, L. E., Muschke, Y., et al. (2025) · Brain medicine : · doi:10.61373/bm025a.0113 · Cited by 6 · see citing works
Onyilo, C. V., McCall, W. V., & Rosenquist, P. B. (2022) · Journal of Ect · doi:10.1097/yct.0000000000000823 · Cited by 6 · see citing works
Huang, W., Liao, S., Wu, C., & Chiu, Y. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.08.046 · Cited by 6 · see citing works
Arns, M., Williams, N., Downar, J. H., Dojnov, A., Coetzee, J. P., & Goya‐Maldonado, R. (2025) · Brain stimulation · doi:10.1016/j.brs.2025.07.004 · Cited by 5 · see citing works
Self-citationStange, J. P. (2024) · Psychophysiology · doi:10.1111/psyp.14630 · Cited by 5 · see citing works
Cheng, C., Jiao, Y., Jia, M., Jin, J., Peng, X., Zhang, M., Song, X., Chu, Z., Zeng, X., Sun, J., et al. (2024) · Brain stimulation · doi:10.1016/j.brs.2024.09.007 · Cited by 5 · see citing works
Individualized rTMS Treatment for Depression using an fMRI-Based Targeting Method
Luo, X., Hu, Y., Wang, R., Zhang, M., Zhong, X., & Zhang, B. (2021) · Journal of Visualized Experiments · doi:10.3791/62687 · Cited by 5 · see citing works
Huang, C.-C., Liang, C., Chu, H., Chang, H., & Yeh, T. (2022) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2022.103212 · Cited by 5 · see citing works
Giron, C. G., Lin, T. T. Z., Kan, R. L. D., Zhang, B. B. B., Yau, S., & Kranz, G. S. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23179692 · Cited by 5 · see citing works
Clinical development and guiding theory of transcranial magnetic stimulation: a literature review
Lin, Z., Cheng, J.-L., Tan, C., Liu, Z., & Han, D. (2025) · Annals of Medicine · doi:10.1080/07853890.2025.2581921 · Cited by 4 · see citing works
Jiang, L., Fung, C. W., & Cheng, C. P. W. (2026) · Frontiers in Neuroimaging · doi:10.3389/fnimg.2025.1703198 · Cited by 4 · see citing works
Nassehi, F., Zupan, A., Eken, A., Yetki̇n, S., & Eroğul, O. (2026) · Brain Sciences · doi:10.3390/brainsci16020139 · Cited by 4 · see citing works
The Dorsolateral Prefrontal Cortex: A High-level Hub for Allostatic Cardiovascular Control
Marcinkowska, A. B., Kucewicz, M. T., Szarmach, A., & Winklewski, P. J. (2025) · Current Neuropharmacology · doi:10.2174/011570159x340612241121072233 · Cited by 4 · see citing works
Immediate effects of Ukrainian phytocomposition on biophotonics (GDV), EEG and HRV parameters
Fihura, O., Ruzhylo, S., Żukow, X., & Popovych, I. L. (2021) · Journal of Education Health and Sport · doi:10.12775/jehs.2021.11.07.035 · Cited by 4 · see citing works
Schmidt, N., Menéndez-Granda, M., Münger, R., Hatzipanayioti, A., Kliegel, M., Orth, M., & Peter, J. (2024) · Scientific Reports · doi:10.1038/s41598-024-74029-9 · Cited by 4 · see citing works
Ma, C.-C., Kao, Y., Tzeng, N., Chao, C.-Y., Chang, C.-C., & Chang, H. (2020) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2020.102171 · Cited by 4 · see citing works
Miron, J., Sheen, J., Panzarella, T., Hyde, M., Mansouri, F., Fox, L., Voetterl, H., Jodoin, V. D., Lespérance, P., Longpré-Poirier, C., et al. (2021) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2021.100270 · Cited by 4 · see citing works
Localization and Targeting of rTMS Treatment of Depression
Fitzgerald, P. B., & Daskalakis, Z. J. (2022) · Springer eBooks · doi:10.1007/978-3-030-91519-3_11 · Cited by 4 · see citing works
Neurophysiological Perspective on Allostasis and Homeostasis: Dynamic Adaptation in Viable Systems
Mushiake, H. (2022) · Journal of Robotics and Mechatronics · doi:10.20965/jrm.2022.p0710 · Cited by 4 · see citing works
Campana, M., Wagner, E. M., Wobrock, T., Langguth, B., Landgrebe, M., Eichhammer, P., Frank, E., Cordes, J., Wölwer, W., Winterer, G., et al. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.06.010 · Cited by 4 · see citing works
Philippi, C. L., Weible, E., Ehlers, A., Walsh, E. C., Hoks, R. M., Birn, R. M., & Abercrombie, H. C. (2024) · Behavioural Brain Research · doi:10.1016/j.bbr.2024.114923 · Cited by 3 · see citing works
Alario, A. A., Pace, B., Niciu, M. J., & Trapp, N. T. (2024) · Brain stimulation · doi:10.1016/j.brs.2024.09.011 · Cited by 3 · see citing works
Segarra, A. B., Prieto, I., Banegas, I., Martínez‐Cañamero, M., Marc De Gasparo, B., & Ramírez‐Sánchez, M. (2021) · Symmetry · doi:10.3390/sym13010105 · Cited by 3 · see citing works
Idrobo-Ávila, E., Correa, H. L., Muñoz-Bolaños, F., van Noorden, L., & Vargas-Cañas, R. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e07565 · Cited by 3 · see citing works
Perez, T. M., Glue, P., Adhia, D. B., Smith, M. J., Ridder, D. D., Zeng, J., Dillingham, P. W., & Niazi, I. K. (2021) · Research Square · doi:10.21203/rs.3.rs-173667/v1 · Cited by 3 · see citing works
Sun, L., Qi, X., Luo, X., Wang, Y., Che, X., & Shen, Y. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1461758 · Cited by 2 · see citing works
TMS-induced heart-brain coupling associated with early clinical response in depression
Dijkstra, E., Rouwhorst, R., Zwienenberg, L., van Oostrom, I., van Dijk, H., Sack, A. T., & Arns, M. (2025) · Brain stimulation · doi:10.1016/j.brs.2025.09.013 · Cited by 2 · see citing works
Self-citationProkopchuk, E., Aleksandrova, A. I., & Kravchenko, I. (2020) · Pharmacology and Drug Toxicology · doi:10.33250/14.05.308 · Cited by 2 · see citing works
Sex Determines Anterior Cingulate Cortex Cortical Thickness in the Course of Depression
Wu, G., & Baeken, C. (2023) · Biological Psychiatry Global Open Science · doi:10.1016/j.bpsgos.2023.08.003 · Cited by 2 · see citing works
TMS Pulse Waveform and Direction
Sommer, M., Hannah, R., Peterchev, A. V., & Paulus, W. (2023) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780198832256.013.5 · Cited by 2 · see citing works
Theta-tACS modulates brain-heart interplay to enhance sleep in insomnia disorder
Shao, Z., Wang, Z., Li, Q., Du, Z., Liu, J., Li, Y., Zhao, X., Yu, D., Sheng, X., Zhu, Y., et al. (2025) · Sleep Medicine · doi:10.1016/j.sleep.2025.106606 · Cited by 2 · see citing works
Heart rate variability and depression
Fráguas, R., & de Souza, B. F. (2021) · The Neuroscience of Depression · doi:10.1016/b978-0-12-817933-8.00038-4
Is Non-invasive Brain Stimulation the Low-Hanging Fruit?
de Graaf, T. A., Janssens, S. E. W., & Sack, A. T. (2021) · Springer eBooks · doi:10.1007/978-3-030-62351-7_8 · Cited by 2 · see citing works
Heart rate as a predictor of ketamine’s fast-acting antidepressant response
Arns, M., & van Dijk, H. (2021) · Clinical Neurophysiology · doi:10.1016/j.clinph.2021.03.011 · Cited by 2 · see citing works
Self-citationThe Neural Basis of AgingPreprint
Jackson, B. (2025) · doi:10.33774/coe-2025-fcg76-v3 · Cited by 2 · see citing works
The Vegetative Receptor-Vascular Reflex (VRVR) – A New Key to Regeneration
Ofner, M., & Walach, H. (2020) · Frontiers in Physiology · doi:10.3389/fphys.2020.547526 · Cited by 1 · see citing works
- 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 › 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
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