Abstract
Amygdala is an important locus of dysfunction implicated in major depressive disorder(MDD). Aberrant amygdala networks(AN) had been reported in resting-state functional magnetic resonance imaging (rs-fMRI) study. The safety and efficacy of acupuncture treatment for MDD have been verified in previous clinical studies. This study is aimed to investigate whether acupuncture at GV20 could modulate the abnormal AN of patients with the first-episode, drug-naïve MDD by using rs-fMRI combined with functional connectivity (FC) method. Thirty MDD patient underwent 6-min rs-fMRI scans respectively before and after 20-min electro-acupuncture stimulate(EAS) at GV20. Twenty-nine healthy subjects underwent only a 6-min rs-fMRI scan. Based on the amygdala as the seed region, FC method was adopted to examine abnormal AN in patients by comparing with healthy subjects and to evaluate the influence of EAS on intrinsic connectivity within the AN in patients with MDD. Compared to healthy subjects, MDD patients had aberrant intrinsic AN which mainly showed increased FC between amygdala and hippocampus, precuneus, precentral gyrus and angular gyrus, as well as decreased FC between amygdala and orbital frontal cortex(OFC). Moreover, our results indicated that EAS at GV20 induced increased/decreased FC between amygdala and certain regions in MDD patients. In addition, the intrinsic amygdala FC within other certain brain regions in MDD patients were regulated by EAS at GV20. The abnormal AN of MDD patients could be modulated by EAS at GV20. Our findings may further provide the potential imaging evidence to support the modulatory mechanisms of acupuncture on MDD.
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References
Aggleton, J. P. (1993). The contribution of the amygdala to normal and abnormal emotional states. Trends in Neurosciences, 16(8), 328–333.
Arroll, B., Macgillivray, S., Ogston, S., Reid, I., Sullivan, F., Williams, B., et al. (2005). Efficacy and tolerability of tricyclic antidepressants and SSRIs compared with placebo for treatment of depression in primary care: A meta-analysis. Annals of Family Medicine, 3(5), 449–456. https://doi.org/10.1370/afm.349.
Association, A. A. P. (2013). Diagnostic and statistical manual of mental disorders: DSM-V. Disability & Society, 25(2), 1–4.
Banks, S. J., Eddy, K. T., Angstadt, M., Nathan, P. J., & Phan, K. L. (2007). Amygdala–frontal connectivity during emotion regulation. Social Cognitive & Affective Neuroscience, 2(4), 303–312.
Bifone, A., & Gozzi, A. (2011). Functional and pharmacological MRI in understanding brain function at a systems level. Current Topics in Behavioral Neurosciences, 7, 323–357. https://doi.org/10.1007/7854_2010_103.
Bigbee, J. (2011). Precentral Gyrus: Springer New York, Precentral Gyrus.
Branco, P., Seixas, D., Deprez, S., Kovacs, S., Peeters, R., Castro, S. L., & Sunaert, S. (2016). Resting-state functional magnetic resonance imaging for language preoperative planning. Frontiers in Human Neuroscience, 10, 11. https://doi.org/10.3389/fnhum.2016.00011.
Bromet, E., Andrade, L. H., Hwang, I., Sampson, N. A., Alonso, J., de Girolamo, G., de Graaf, R., Demyttenaere, K., Hu, C., Iwata, N., Karam, A. N., Kaur, J., Kostyuchenko, S., Lépine, J. P., Levinson, D., Matschinger, H., Mora, M. E. M., Browne, M. O., Posada-Villa, J., Viana, M. C., Williams, D. R., & Kessler, R. C. (2011). Cross-national epidemiology of DSM-IV major depressive episode. BMC Medicine, 9, 90. https://doi.org/10.1186/1741-7015-9-90.
Bush, G., Luu, P., & Posner, M. I. (2000). Cognitive and emotional influences in anterior cingulate cortex. Trends in Cognitive Sciences, 4(6), 215–222.
Connolly, C. G., Ho, T. C., Blom, E. H., Lewinn, K. Z., Sacchet, M. D., Tymofiyeva, O., et al. (2017). Resting-state functional connectivity of the amygdala and longitudinal changes in depression severity in adolescent depression. Journal of Affective Disorders, 207, 86–94.
Critchley, H. D. (2004). The human cortex responds to an interoceptive challenge. Proceedings of the National Academy of Sciences of the United States of America, 101(17), 6333–6334. https://doi.org/10.1073/pnas.0401510101.
Cullen, K. R., Westlund, M. K., Klimes-Dougan, B., Mueller, B. A., Houri, A., Eberly, L. E., & Lim, K. O. (2014). Abnormal amygdala resting-state functional connectivity in adolescent depression. JAMA Psychiatry, 71(10), 1138–1147.
Deen, B., Pitskel, N. B., & Pelphrey, K. A. (2011). Three systems of insular functional connectivity identified with cluster analysis. Cerebral Cortex, 21(7), 1498–1506.
Deng, D., Liao, H., Duan, G., Liu, Y., He, Q., Liu, H., Tang, L., Pang, Y., & Tao, J. (2016). Modulation of the default mode network in first-episode, drug-naive major depressive disorder via acupuncture at Baihui (GV20) Acupoint. Frontiers in Human Neuroscience, 10, 230. https://doi.org/10.3389/fnhum.2016.00230.
Eisendrath, S. J., Gillung, E., Delucchi, K. L., Segal, Z. V., Nelson, J. C., McInnes, L. A., Mathalon, D. H., & Feldman, M. D. (2016). A randomized controlled trial of mindfulness-based cognitive therapy for treatment-resistant depression. Psychotherapy and Psychosomatics, 85(2), 99–110. https://doi.org/10.1159/000442260.
Erk, S., Mikschl, A., Stier, S., Ciaramidaro, A., Gapp, V., Weber, B., & Walter, H. (2010). Acute and sustained effects of cognitive emotion regulation in major depression. Journal of Neuroscience the Official Journal of the Society for Neuroscience, 30(47), 15726–15734.
Fang, J., Jin, Z., Wang, Y., Li, K., Kong, J., Nixon, E. E., Zeng, Y., Ren, Y., Tong, H., Wang, Y., Wang, P., & Hui, K. K. S. (2009). The salient characteristics of the central effects of acupuncture needling: Limbic-paralimbic-neocortical network modulation. Human Brain Mapping, 30(4), 1196–1206. https://doi.org/10.1002/hbm.20583.
Fava, M., Rush, A. J., Wisniewski, S. R., Nierenberg, A. A., Alpert, J. E., McGrath, P. J., et al. (2006). A comparison of mirtazapine and nortriptyline following two consecutive failed medication treatments for depressed outpatients: A STAR*D report. The American Journal of Psychiatry, 163(7), 1161–1172. https://doi.org/10.1176/appi.ajp.163.7.1161.
Ghashghaei, H. T., & Barbas, H. (2002). Pathways for emotion: Interactions of prefrontal and anterior temporal pathways in the amygdala of the rhesus monkey. Neuroscience, 115(4), 1261–1279.
Ghashghaei, H. T., Hilgetag, C. C., & Barbas, H. (2007). Sequence of information processing for emotions based on the anatomic dialogue between prefrontal cortex and amygdala. Neuroimage, 34(3), 905–923.
Guo, W., Liu, F., Zhang, J., Zhang, Z., Yu, L., Liu, J., Chen, H., & Xiao, C. (2013). Dissociation of regional activity in the default mode network in first-episode, drug-naive major depressive disorder at rest. Journal of Affective Disorders, 151(3), 1097–1101.
Guo, W., Liu, F., Zhang, J., Zhang, Z., Yu, L., Liu, J., Chen, H., & Xiao, C. (2014). Abnormal default-mode network homogeneity in first-episode, drug-naive major depressive disorder. PLoS One, 9(3), e91102.
Gusnard, D. A., Raichle, M. E., & Raichle, M. E. (2001). Searching for a baseline: Functional imaging and the resting human brain. Nature Reviews Neuroscience, 2(10), 685–694.
Hamilton, J. P., & Gotlib, I. H. (2008). Neural substrates of increased memory sensitivity for negative stimuli in major depression. Biological Psychiatry, 63(12), 1155–1162.
He, Y., Chen, J., Pan, Z., & Ying, Z. (2014). Scalp acupuncture treatment protocol for anxiety disorders: A case report. Global Advances in Health & Medicine Improving Healthcare Outcomes Worldwide, 3(4), 35–39.
Hui, K. K., Liu, J., Makris, N., Gollub, R. L., Chen, A. J., Moore, C. I., et al. (2000). Acupuncture modulates the limbic system and subcortical gray structures of the human brain: Evidence from fMRI studies in normal subjects. Human Brain Mapping, 9(1), 13–25.
Hui, K. K., Liu, J., Marina, O., Napadow, V., Haselgrove, C., Kwong, K. K., et al. (2005). The integrated response of the human cerebro-cerebellar and limbic systems to acupuncture stimulation at ST 36 as evidenced by fMRI. Neuroimage, 27(3), 479–496. https://doi.org/10.1016/j.neuroimage.2005.04.037.
Hui, K. K., Nixon, E. E., Vangel, M. G., Liu, J., Marina, O., Napadow, V., Hodge, S. M., Rosen, B. R., Makris, N., & Kennedy, D. N. (2007). Characterization of the "deqi" response in acupuncture. BMC Complementary and Alternative Medicine, 7, 33. https://doi.org/10.1186/1472-6882-7-33.
Hui, J. C., Yun, F. W., Qi, R., Schoepf, U. J., Varga-Szemes, A., Ball, B. D., et al. (2016). Altered amygdala resting-state functional connectivity in maintenance hemodialysis end-stage renal disease patients with depressive mood. Molecular Neurobiology, 54(3), 2223–2233.
Johnstone, T., van Reekum, C. M., Urry, H. L., Kalin, N. H., & Davidson, R. J. (2007). Failure to regulate: Counterproductive recruitment of top-down prefrontal-subcortical circuitry in major depression. Journal of Neuroscience the Official Journal of the Society for Neuroscience, 27(33), 8877–8884.
Kohn, N., Eickhoff, S. B., Scheller, M., Laird, A. R., Fox, P. T., & Habel, U. (2014). Neural network of cognitive emotion regulation--an ALE meta-analysis and MACM analysis. Neuroimage, 87(Pt 2), 345–355.
Konduru, N. (2013). Resting-state functional connections of the amygdala in patients with major depressive disorder. Neuroscience.
Kong, J., Tu, P. C., & Su, T. P. (2010). Intrinsic functional connectivity of the periaqueductal gray, a resting fMRI study. Behavioural Brain Research, 211(2), 215–219.
Lee, B., Kim, S. N., Park, H. J., & Lee, H. (2014). Research advances in treatment of neurological and psychological diseases by acupuncture at the acupuncture Meridian science research center. Integr Med Res, 3(2), 41–48. https://doi.org/10.1016/j.imr.2014.03.003.
Li, Q., Yue, N., Liu, S. B., Wang, Z. F., Mi, W. L., Jiang, J. W., Wu, G. C., Yu, J., & Wang, Y. Q. (2014). Effects of chronic electroacupuncture on depression- and anxiety-like behaviors in rats with chronic neuropathic pain. Evidence-based Complementary and Alternative Medicine, 2014(10), 158987. https://doi.org/10.1155/2014/158987.
Liu, P., Qin, W., Zhang, Y., Tian, J., Bai, L., Zhou, G., Liu, J., Chen, P., Dai, J., von Deneen, K. M., & Liu, Y. (2009). Combining spatial and temporal information to explore function-guide action of acupuncture using fMRI. Journal of Magnetic Resonance Imaging, 30(1), 41–46.
Lui, S., Wu, Q., Qiu, L., Yang, X., Kuang, W., Chan, R. C., et al. (2011). Resting-state functional connectivity in treatment-resistant depression. American Journal of Psychiatry, 168(6), 642–648.
Mp, V. D. H., & Hulshoff Pol, H. E. (2010). Exploring the brain network: A review on resting-state fMRI functional connectivity. European Neuropsychopharmacology the Journal of the European College of Neuropsychopharmacology, 20(8), 519–534.
Murphy, K., Birn, R. M., Handwerker, D. A., Jones, T. B., & Bandettini, P. A. (2009). The impact of global signal regression on resting state correlations: Are anti-correlated networks introduced? Neuroimage, 44(3), 893–905. https://doi.org/10.1016/j.neuroimage.2008.09.036.
Nestler, E. J., Barrot, M., DiLeone, R. J., Eisch, A. J., Gold, S. J., & Monteggia, L. M. (2002). Neurobiology of depression. Neuron, 34(1), 13–25.
Price, J. L. (2003). Comparative aspects of amygdala connectivity. Annals of the New York Academy of Sciences, 985(1), 50.
Price, J. L. (2007). Definition of the orbital cortex in relation to specific connections with limbic and visceral structures and other cortical regions. Annals of the New York Academy of Sciences, 1121(1), 54–71.
Price, J. L., & Drevets, W. C. (2010). Neurocircuitry of mood disorders. Neuropsychopharmacology Official Publication of the American College of Neuropsychopharmacology, 35(1), 192–216.
Qaseem, A., Barry, M. J., & Kansagara, D. (2016). Nonpharmacologic versus pharmacologic treatment of adult patients with major depressive disorder: A clinical practice guideline from the American College of Physicians. Annals of Internal Medicine, 164(5), 350–359.
Qin, W., Tian, J., Bai, L., Pan, X., Yang, L., Chen, P., et al. (2008). FMRI connectivity analysis of acupuncture effects on an amygdala-associated brain network. Molecular Pain, 4(1), 55.
Qu, S. S., Huang, Y., Zhang, Z. J., Chen, J. Q., Lin, R. Y., Wang, C. Q., Li, G. L., Wong, H. K., Zhao, C. H., Pan, J. Y., Guo, S. C., & Zhang, Y. C. (2013). A 6-week randomized controlled trial with 4-week follow-up of acupuncture combined with paroxetine in patients with major depressive disorder. Journal of Psychiatric Research, 47(6), 726–732. https://doi.org/10.1016/j.jpsychires.2013.02.004.
Quah-Smith, I., Suo, C., Williams, M. A., & Sachdev, P. S. (2013). The antidepressant effect of laser acupuncture: A comparison of the resting Brain's default mode network in healthy and depressed subjects during functional magnetic resonance imaging. Medical Acupuncture, 25(2), 124–133.
Ray, J. P., & Price, J. L. (1993). The organization of projections from the mediodorsal nucleus of the thalamus to orbital and medial prefrontal cortex in macaque monkeys. Journal of Comparative Neurology, 337(1), 1–31.
Robinson, J. L., Barron, D. S., Kirby, L. A., Bottenhorn, K. L., Hill, A. C., Murphy, J. E., et al. (2015). Neurofunctional topography of the human hippocampus. Human Brain Mapping, 36(12), 5018–5037.
Roy, A. K., Shehzad, Z., Margulies, D. S., Kelly, A. M. C., Uddin, L. Q., Gotimer, K., Biswal B. B., Castellanos F. X., Milham M. P. (2009). Functional connectivity of the human amygdala using resting state fMRI. Neuroimage, 45(2), 614, 626.
Saad, Z. S., Gotts, S. J., Murphy, K., Chen, G., Jo, H. J., Martin, A., & Cox, R. W. (2012). Trouble at rest: How correlation patterns and group differences become distorted after global signal regression. Brain Connectivity, 2(1), 25–32. https://doi.org/10.1089/brain.2012.0080.
Saad, Z. S., Reynolds, R. C., Jo, H. J., Gotts, S. J., Chen, G., Martin, A., & Cox, R. W. (2013). Correcting brain-wide correlation differences in resting-state FMRI. Brain Connectivity, 3(4), 339–352. https://doi.org/10.1089/brain.2013.0156.
Sah, P., Faber, E. S., Lopez, D. A. M., & Power, J. (2003). The amygdaloid complex: Anatomy and physiology. Physiological Reviews, 83(3), 803–834.
Salzman, C. D., & Fusi, S. (2010). Emotion, cognition, and mental state representation in amygdala and prefrontal cortex. Annual Review of Neuroscience, 33(33), 173–202.
Satoh, H. (2009). Acute effects of acupuncture treatment with Baihui (GV20) on human arterial stiffness and wave reflection. Journal of Acupuncture and Meridian Studies, 2(2), 130–134. https://doi.org/10.1016/s2005-2901(09)60045-5.
Seedat, S., Scott, K. M., Angermeyer, M. C., Berglund, P., Bromet, E. J., Brugha, T. S., Demyttenaere, K., de Girolamo, G., Haro, J. M., Jin, R., Karam, E. G., Kovess-Masfety, V., Levinson, D., Medina Mora, M. E., Ono, Y., Ormel, J., Pennell, B. E., Posada-Villa, J., Sampson, N. A., Williams, D., & Kessler, R. C. (2009). Cross-national associations between gender and mental disorders in the World Health Organization world mental health surveys. Archives of General Psychiatry, 66(7), 785–795. https://doi.org/10.1001/archgenpsychiatry.2009.36.
Shimamura, A. P. (2000). The role of the prefrontal cortex in dynamic filtering. Psychobiology, 28(2), 207–218.
Sun, H., Zhao, H., Ma, C., Bao, F., Zhang, J., Wang, D. H., Zhang, Y. X., & He, W. (2013). Effects of electroacupuncture on depression and the production of glial cell line-derived neurotrophic factor compared with fluoxetine: A randomized controlled pilot study. Journal of Alternative and Complementary Medicine, 19(9), 733–739. https://doi.org/10.1089/acm.2011.0637.
Toazza, R., Franco, A. R., Buchweitz, A., Molle, R. D., Rodrigues, D. M., Reis, R. S., Mucellini, A. B., Esper, N. B., Aguzzoli, C., Silveira, P. P., Salum, G. A., & Manfro, G. G. (2016). Amygdala-based intrinsic functional connectivity and anxiety disorders in adolescents and young adults. Psychiatry Research, 257(11), 16.
Truini, A., Tinelli, E., Gerardi, M. C., Calistri, V., Iannuccelli, C., La Cesa, S., et al. (2016). Abnormal resting state functional connectivity of the periaqueductal grey in patients with fibromyalgia. Clinical and Experimental Rheumatology, 34(2 Suppl 96), S129–S133.
Veer, I. M., Beckmann, C. F., Tol, M. J. V., Ferrarini, L., Milles, J., Veltman, D. J., et al. (2010). Whole brain resting-state analysis reveals decreased functional connectivity in major depression. Frontiers in Systems Neuroscience, 4(09), 1–10.
Yoo, S. S., Teh, E. K., Blinder, R. A., & Jolesz, F. A. (2004). Modulation of cerebellar activities by acupuncture stimulation: Evidence from fMRI study. Neuroimage, 22(2), 932–940. https://doi.org/10.1016/j.neuroimage.2004.02.017.
Yu, R., Gollub, R. L., Spaeth, R., Napadow, V., Wasan, A., & Kong, J. (2014). Disrupted functional connectivity of the periaqueductal gray in chronic low back pain. Neuroimage Clinical, 6(100), 108.
Zhang, S., & Li, C. R. (2012). Functional connectivity mapping of the human precuneus by resting state fMRI. Neuroimage, 59(4), 3548–3562.
Zhang, Z. J., Chen, H. Y., Yip, K. C., Ng, R., & Wong, V. T. (2010). The effectiveness and safety of acupuncture therapy in depressive disorders: Systematic review and meta-analysis. Journal of Affective Disorders, 124(1–2), 9–21. https://doi.org/10.1016/j.jad.2009.07.005.
Zhang, X., Zhu, X., Wang, X., Zhu, X., Zhong, M., Yi, J., Rao, H., & Yao, S. (2014). First-episode medication-naive major depressive disorder is associated with altered resting brain function in the affective network. PLoS One, 9(1), e85241.
Zhuo, M. (2016). Contribution of synaptic plasticity in the insular cortex to chronic pain. Neuroscience, 338, 220–229. https://doi.org/10.1016/j.neuroscience.2016.08.014.
Acknowledgments
The current study was supported by the National Natural Science Foundation of China [Grant Nos. 81760886, 81771918] and the Guangxi Natural Science Foundation [Grant Nos. 2017GXNSFBA198095, 2016GXNSFAA380086].
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DD, LH and PL obtained funding. DD, YP and PL participated in the study concept and design and final approval of the version to be published. GD, QH, YP and WC recruited volunteers and carried out the experiment. MHL and HL ensured the integrity of the data. LT, JT and YL analyzed the data, and helped to draft the manuscript. JZ, XW and PS drafted the manuscript and revised it critically. GD is the first author and QH, YP and WC are co-first author. All authors read and approved the final manuscript.
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Duan, G., He, Q., Pang, Y. et al. Altered amygdala resting-state functional connectivity following acupuncture stimulation at BaiHui (GV20) in first-episode drug-Naïve major depressive disorder. Brain Imaging and Behavior 14, 2269–2280 (2020). https://doi.org/10.1007/s11682-019-00178-5
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DOI: https://doi.org/10.1007/s11682-019-00178-5