西南大学心理学部, 重庆 400715
收稿日期:
2017-12-29出版日期:
2019-02-15发布日期:
2018-12-25通讯作者:
雷旭E-mail:xlei@swu.edu.cn基金资助:
* 国家自然科学基金项目(31571111);重庆市基础科学与前沿技术研究专项(cstc2017jcyjAX0110);中央高校基本科研业务费专项基金项目资助(SWU1609109)Altered resting-state brain networks in insomnia: Functional connectivities within and between networks
QIN Haixia, ZHAO Wenrui, YU Jing, LEI Xu()Faculty of Psychology, Southwest University, Chongqing, 400715, China
Received:
2017-12-29Online:
2019-02-15Published:
2018-12-25Contact:
LEI Xu E-mail:xlei@swu.edu.cn摘要/Abstract
摘要: 失眠已成为现代人群中的一种高发健康问题。静息态功能磁共振以其数据采集便利性和无创性, 成为失眠研究的主要成像手段之一。基于近年来静息态功能磁共振的发现, 失眠患者存在前额叶、颞叶、前扣带回、脑岛等认知-情绪神经环路的异常。大尺度脑网络是涵盖多个脑区、功能相对单一的大脑结构。失眠患者存在默认网络、突显网络、认知控制网络和负性情绪网络内部活动与连接异常, 而且呈现出以默认网络为核心, 包含认知控制网络、突显网络、负性情绪网络的网络间连接异常模式。此外, 结合症状、治疗和大尺度脑网络的视角, 可为失眠的“精准治疗”提供神经理论依据。未来研究可结合大数据和多模态分析技术, 验证静息态功能磁共振已有发现。而失眠的纵向追踪和队列研究会有利于进一步阐释失眠的神经机制。
图/表 3
图1失眠静息态大尺度脑网络内连接与活动情况 注:DMN = 默认网络, SN:突显网络, CCN:认知控制网络, AN = 负性情绪网络, ACC = 前扣带回, aIA = 前脑岛, Amg = 杏仁核, AMPFC = 前内侧前额叶, aTH = 前丘脑, dACC = 背侧前扣带回, DLPFC = 背外侧前额叶, HP = 海马, IA = 脑岛, IPL = 顶下小叶, MPFC = 内侧前额叶, LTC = 外侧颞叶, PCC = 后扣带回, PCu = 前楔叶, PC = 顶叶皮层, PG = 中央前回。
图1失眠静息态大尺度脑网络内连接与活动情况 注:DMN = 默认网络, SN:突显网络, CCN:认知控制网络, AN = 负性情绪网络, ACC = 前扣带回, aIA = 前脑岛, Amg = 杏仁核, AMPFC = 前内侧前额叶, aTH = 前丘脑, dACC = 背侧前扣带回, DLPFC = 背外侧前额叶, HP = 海马, IA = 脑岛, IPL = 顶下小叶, MPFC = 内侧前额叶, LTC = 外侧颞叶, PCC = 后扣带回, PCu = 前楔叶, PC = 顶叶皮层, PG = 中央前回。
图2失眠静息态大尺度脑网络间连接情况 注:aDMN = 前侧默认网络, pDMN = 后侧默认网络, scDMN = 皮层下默认网络, SN = 突显网络, CCN = 认知控制网络, AN = 负性情绪网络。
图2失眠静息态大尺度脑网络间连接情况 注:aDMN = 前侧默认网络, pDMN = 后侧默认网络, scDMN = 皮层下默认网络, SN = 突显网络, CCN = 认知控制网络, AN = 负性情绪网络。
图3失眠症状、干预治疗和脑网络 注:CBT-I = 失眠认知行为疗法, rTMS = 重复经颅磁刺激, CMD = 补充替代疗法
图3失眠症状、干预治疗和脑网络 注:CBT-I = 失眠认知行为疗法, rTMS = 重复经颅磁刺激, CMD = 补充替代疗法
参考文献 74
1 | 雷旭, 赵文瑞 . ( 2016). 睡眠影响记忆巩固的同步EEG-fMRI研究.心理科学进展, 24( 3), 327-334. |
2 | 李雨, 舒华 . ( 2014). 默认网络的神经机制、功能假设及临床应用.心理科学进展, 22( 2), 234-249. |
3 | Altena E., Van Der Werf Y. D., Sanz-Arigita E. J., Voorn T. A., Rombouts S. A. R. B., Kuijer J. P. A., & Van Someren E. J. W. ( 2008). Prefrontal hypoactivation and recovery in insomnia.Sleep, 31( 9), 1271-1276. |
4 | American Academy of Sleep Medicine ( 2014). International Classification of Sleep Disorders (3rd ed.). Darien, IL: American Academy of Sleep Medicine. |
5 | Baglioni C., Battagliese G., Feige B., Spiegelhalder K., Nissen C., Voderholzer U., … Riemann D . ( 2011). Insomnia as a predictor of depression: A meta-analytic evaluation of longitudinal epidemiological studies.Journal of Affective Disorders, 135( 1-3), 10-19. doi: 10.1016/j.jad.2011.01.011URL |
6 | Baglioni C., Spiegelhalder K., Regen W., Feige B., Nissen C., Lombardo C., … Riemann D . ( 2014). Insomnia disorder is associated with increased amygdala reactivity to insomnia-related stimuli.Sleep, 37( 12), 1907-1917. doi: 10.5665/sleep.4240URL |
7 | Baker L. D., Baldwin D. S., & Matthew G . ( 2015). Daytime intrusive thoughts and subjective insomnia symptoms.Psychiatry Research, 229( 3), 1038-1042. doi: 10.1016/j.psychres.2015.02.022URL |
8 | Bathgate C. J., Edinger J. D., & Krystal A. D . ( 2016). Insomnia patients with objective short sleep duration have a blunted response to cognitive behavioral therapy for insomnia.Sleep, 40( 1). doi: 10.1093/sleep/zsw012 |
9 | Bishop N. A., Lu T., & Yankner B. A . ( 2010). Neural mechanisms of ageing and cognitive decline.Nature, 464( 7288), 529-535. doi: 10.1038/nature08983URL |
10 | Buysse D.J . ( 2013). Insomnia.Jama, 309( 7), 706-716. doi: 10.1001/jama.2013.193URL |
11 | Carey T. J., Moul D. E., Pilkonis P., Germain A., & Buysse D. J . ( 2005). Focusing on the experience of insomnia.Behavioral Sleep Medicine, 3( 2), 73-86. doi: 10.1207/s15402010bsm0302_2URL |
12 | Carney C. E., Harris A. L., Moss T. G., & Edinger J. D . ( 2010). Distinguishing rumination from worry in clinical insomnia.Behaviour Research & Therapy, 48( 6), 540-546. |
13 | Chen M. C., Chang C., Glover G. H., & Gotlib I. H . ( 2014). Increased insula coactivation with salience networks in insomnia.Biological Psychology, 97, 1-8. doi: 10.1016/j.biopsycho.2013.12.016URL |
14 | Cole M.W., & Schneider, W. ( 2007). The cognitive control network: Integrated cortical regions with dissociable functions.Neuroimage, 37( 1), 343-360. doi: 10.1016/j.neuroimage.2007.03.071URL |
15 | Cole M. W., Bassett D. S., Power J. D., Braver T. S., & Petersen S. E . ( 2014). Intrinsic and task-evoked network architectures of the human brain.Neuron, 83( 1), 238-251. doi: 10.1016/j.neuron.2014.05.014URL |
16 | Crowley, K. ( 2011). Sleep and sleep disorders in older adults.Neuropsychology Review, 21( 1), 41-53. doi: 10.1007/s11065-010-9154-6URL |
17 | Dai X. J., Nie X., Liu X., Pei L., Jiang J., Peng D. C., … Zhan Y . ( 2016). Gender differences in regional brain activity in patients with chronic primary insomnia: Evidence from a resting-state fMRI study.Journal of Clinical Sleep Medicine, 12( 3), 363-374. doi: 10.5664/jcsm.5586URL |
18 | Dai X. J., Peng D. C., Gong H. H., Wan A. L., Nie X., Li H. J., & Wang Y. X . ( 2014). Altered intrinsic regional brain spontaneous activity and subjective sleep quality in patients with chronic primary insomnia: A resting-state fMRI study.Neuropsychiatric Disease and Treatment, 10, 2163-2175. |
19 | Damoiseaux J. S., Rombouts S. A. R. B., Barkhof F., Scheltens P., Stam C. J., Smith S. M., & Beckmann C. F . ( 2006). Consistent resting-state networks across healthy subjects.Proceedings of the National Academy of Sciences of the United States of America, 103( 37), 13848-13853. |
20 | Drummond S. P. A., Walker M., Almklov E., Campos M., Anderson D. E., & Straus L. D . ( 2013). Neural correlates of working memory performance in primary insomnia.Sleep, 36( 9), 1307-1316. doi: 10.5665/sleep.2952URL |
21 | Etkin A. & Wager, T.D. ( 2007) Functional neuroimaging of anxiety: A meta-analysis of emotional processing in PTSD, social anxiety disorder, and specific phobia.The American Journal of Psychiatry, 164( 10), 1476-1488 doi: 10.1176/appi.ajp.2007.07030504URL |
22 | Etkin A., Prater K. E., Hoeft F., Menon V., & Schatzberg A. F . ( 2010). Failure of anterior cingulate activation and connectivity with the amygdala during implicit regulation of emotional processing in generalized anxiety disorder.The American Journal of Psychiatry, 167( 5), 545-554. doi: 10.1176/appi.ajp.2009.09070931URL |
23 | Fang Z., Spaeth A. M., Ma N., Zhu S. H., Hu S. Y., Goel N., … Rao H. Y . ( 2015). Altered salience network connectivity predicts macronutrient intake after sleep deprivation.Scientific Reports, 5, 8215-8222. doi: 10.1038/srep08215URL |
24 | Fleisher A. S., Sherzai A., Taylor C., Langbaum J. B., Chen K., & Buxton R. B . ( 2009). Resting-state BOLD networks versus task-associated functional MRI for distinguishing Alzheimer's disease risk groups.Neuroimage, 47( 4), 1678-1690. doi: 10.1016/j.neuroimage.2009.06.021URL |
25 | Fox M. D., Snyder A. Z., Vincent J. L., Corbetta M., Van Essen D. C., & Raichle M. E . ( 2005). The human brain is intrinsically organized into dynamic, anticorrelated functional networks.Proceedings of the National Academy of Sciences of the United States of America, 102( 27), 9673-9678. doi: 10.1073/pnas.0504136102URL |
26 | Friston K.J . ( 2011). Functional and effective connectivity: A review.Brain Connectivity, 1( 1), 13-36. doi: 10.1089/brain.2011.0008URL |
27 | Gujar N., Yoo S. S., Hu P., & Walker M. P . ( 2010). The unrested resting brain: Sleep deprivation alters activity within the default-mode network.Journal of Cognitive Neuroscience, 22( 8), 1637-1648. doi: 10.1162/jocn.2009.21331URL |
28 | Gu S., Satterthwaite T. D., Medaglia J. D., Muzhi Y. Z., Gur R. E., Gur R. C., & Bassettet D. S . ( 2015). Emergence of system roles in normative neurodevelopment.Proceedings of the National Academy of Sciences of the United States of America, 112( 44), 13681-13686. doi: 10.1073/pnas.1502829112URL |
29 | Hamilton J. P., Farmer M., Fogelman P., & Gotlib I. H . ( 2015). Depressive rumination, the default-mode network, and the dark matter of clinical neuroscience.Biological Psychiatry, 78( 4), 224-230. doi: 10.1016/j.biopsych.2015.02.020URL |
30 | Horovitz S. G., Braun A. R., Carr W. S., Picchioni D., Balkin T. J., Fukunaga M., & Duyn J. H . ( 2009). Decoupling of the brain's default mode network during deep sleep.Proceedings of the National Academy of Sciences of the United States of America, 106( 27), 11376-11381. doi: 10.1073/pnas.0901435106URL |
31 | Huang Z. Y., Liang P. P., Jia X. Q., Zhan S. Q., Li N., Ding Y., … Li K. C . ( 2012). Abnormal amygdala connectivity in patients with primary insomnia: Evidence from resting state fMRI.European Journal of Radiology, 81( 6), 1288-1295. doi: 10.1016/j.ejrad.2011.03.029URL |
32 | Huang S. H., Zhou F. Q., Jiang J., Huang M. H., Zeng X. J., Ding S., &Gong H. H .( 2017). Regional impairment of intrinsic functional connectivity strength in patients with chronic primary insomnia.Neuropsychiatric Disease & Treatment, 13, 144-1462. |
33 | Javnbakht M., Kenari R. H., & Ghasemi M . ( 2009). Effects of yoga on depression and anxiety of women.Complementary Therapies in Clinical Practice, 15( 2), 102-104. doi: 10.1016/j.ctcp.2009.01.003URL |
34 | Jiang C. G., Zhang T., Yue F. G., Yi M. L., & Gao D . ( 2013). Efficacy of repetitive transcranial magnetic stimulation in the treatment of patients with chronic primary insomnia.Cell Biochemistry & Biophysics, 67( 1), 169-173. |
35 | Khazaie H., Veronese M., Noori K., Emamian F., Zarei M., Ashkan K., … Morrell M. J . ( 2017). Functional reorganization in obstructive sleep apnoea and insomnia: A systematic review of the resting-state fMRI.Neuroscience & Biobehavioral Reviews, 77, 219-231. |
36 | Kim S. J., Lee Y. J., Kim N., Kim S., Choi J. W., Park J., … Jeong D. U . ( 2017). Exploration of changes in the brain response to sleep-related pictures after cognitive-behavioral therapy for psychophysiological insomnia.Scientific Reports, 7( 1), 125258. |
37 | Kober H., Barrett L. F., Joseph J., Bliss-Moreau E., Lindquist K., & Wager T. D . ( 2008). Functional grouping and cortical-subcortical interactions in emotion: A meta-analysis of neuroimaging studies.Neuroimage, 42( 2), 998-1031. doi: 10.1016/j.neuroimage.2008.03.059URL |
38 | Kraus, S. S., & Rabin, L.A . ( 2012). Sleep America: managing the crisis of adult chronic insomnia and associated conditions.Journal of Affective Disorders, 138( 3), 192-212. doi: 10.1016/j.jad.2011.05.014URL |
39 | Lee Y. J. G., Kim S., Kim N., Choi J. W., Park J., Kim S. J., … Yu J. L . ( 2018). Changes in subcortical resting-state functional connectivity in patients with psychophysiological insomnia after cognitive-behavioral therapy.Neuroimage Clinical, 17, 115-123. doi: 10.1016/j.nicl.2017.10.013URL |
40 | Li C., Dong M., Yin Y., Hua K., Fu S., & Jiang G . ( 2017). Abnormal whole-brain functional connectivity in patients with primary insomnia.Neuropsychiatric Disease & Treatment, 13, 427-435. |
41 | Li C., Ma X. F., Dong M. S., Yin Y., Hua K.L., Li M., … Jiang G. H . ( 2016). Abnormal spontaneous regional brain activity in primary insomnia: a resting-state functional magnetic resonance imaging study.Neuropsychiatric Disease & Treatment, 12( 1), 1371-1378. |
42 | Li S. M., Tian J. Z., Bauer A., Huang R. W., Wen H., Li M., … Jiang G. H . ( 2016). Reduced integrity of right lateralized white matter in patients with primary insomnia: A diffusion-tensor imaging study.Radiology, 280( 2), 520-528. doi: 10.1148/radiol.2016152038URL |
43 | Li S. M., Tian J. Z., Li M., Wang T. Y., Lin C. L., Yin Y., … Jiang G. H . ( 2017). Altered resting state connectivity in right side frontoparietal network in primary insomnia patients.European Radiology, 28( 2), 664-672. |
44 | Li X. H., Guo S. G., Wang C. J., Wang B. J., Hao S., & Zhang X. T . ( 2017). Increased interhemispheric resting- state functional connectivity in healthy participants with insomnia symptoms: A randomized clinical consort study.Medicine, 96( 27), e7037. doi: 10.1097/MD.0000000000007037URL |
45 | Li Y. L., Wang E. F., Zhang H. J., Dou S. W., Liu L.Y., Li T., … Zhang Q. Y . ( 2014). Functional connectivity changes between parietal and prefrontal cortices in primary insomnia patients: Evidence from resting-state fMRI.European Journal of Medical Research, 19( 1). 32. doi: 10.1186/2047-783X-19-32URL |
46 | Liu C. H., Liu C. Z., Zhang J., Yuan Z., Tang L. R., Tie C. L., … Liu Q. Q . ( 2016). Reduced spontaneous neuronal activity in the insular cortex and thalamus in healthy adults with insomnia symptoms.Brain Research, 1648( Pt A), 317-324. doi: 10.1016/j.brainres.2016.07.024URL |
47 | Lovato N., Lack L., Wright H., & Kennaway D. J . ( 2014). Evaluation of a brief treatment program of cognitive behavior therapy for insomnia in older adults.Sleep, 37( 1), 117-126. doi: 10.5665/sleep.3320URL |
48 | Macdonald A. W., Cohen J. D., Stenger V. A., & Carter C. S . ( 2000). Dissociating the role of the dorsolateral prefrontal and anterior cingulate cortex in cognitive control.Science, 288( 5472), 1835-1838. doi: 10.1126/science.288.5472.1835URL |
49 | Manber R., Edinger J. D., Gress J. L., Pedrosalcedo M. G. S., Kuo T. F., & Kalista T . ( 2008). Cognitive behavioral therapy for insomnia enhances depression outcome in patients with comorbid major depressive disorder and insomnia.Sleep 31( 4):489-495. |
50 | Menon V. & Uddin, L.Q . ( 2010). Saliency, switching, attention and control: a network model of insula function.Brain Structure & Function, 214( 5-6), 655-667. |
51 | Morin C. M., Bootzin R. R., Buysse D. J., Edinger J. D., Espie C. A., Lichstein K. L . ( 2006). Psychological and behavioral treatment of insomnia: Update of the recent evidence (1998-2004).Sleep, 29( 11), 1398-1414. doi: 10.1093/sleep/29.11.1398URL |
52 | Mulders P. C., van Eijndhoven P. F., Schene A. H., Beckmann C. F., & Tendolkar I . ( 2015). Resting-state functional connectivity in major depressive disorder: A review.Neuroscience & Biobehavioral Reviews, 56, 330-344. |
53 | Nie X., Shao Y., Liu S. Y., Li H. J., Wan A. L., Nie S., … Dai X. J . ( 2015). Functional connectivity of paired default mode network subregions in primary insomnia.Neuropsychiatric Disease and Treatment, 11( 1), 3085-3093. |
54 | Niendam Tara A., Laird Angela R., Ray Kimberly L., Dean, Y. Monica, Glahn, David C., & Carter Cameron S . ( 2012). Meta-analytic evidence for a superordinate cognitive control network subserving diverse executive functions.Cognitive Affective & Behavioral Neuroscience, 12( 2), 241-268. |
55 | O'Byrne J. N., Berman R. M., Gouin J. P., & Dangvu T. T . ( 2014). Neuroimaging findings in primary insomnia Étude de l’insomnie primaire par imagerie cérébrale.Pathologie Biologie, 62( 5), 262-269. doi: 10.1016/j.patbio.2014.05.013URL |
56 | Ong J. C., Manber R., Segal Z., Xia Y., Shapiro S., & Wyatt J. K . ( 2014). A randomized controlled trial of mindfulness meditation for chronic insomnia.Sleep, 37( 9), 1553-1563. doi: 10.5665/sleep.4010URL |
57 | Pace-Schott E. F., Zimmerman J. P., Bottary R. M., Lee E. G., Milad M. R., & Camprodon J. A . ( 2017). Resting state functional connectivity in primary insomnia, generalized anxiety disorder and controls.Psychiatry Research: Neuroimaging, 265, 26-34. doi: 10.1016/j.pscychresns.2017.05.003URL |
58 | Palmer C. A., Oosterhoff B., Bower J. L., Kaplow J. B., & Alfano C. A . ( 2017). Associations among adolescent sleep problems, emotion regulation, and affective disorders: findings from a nationally representative sample.Journal of Psychiatric Research, 96, 1-8. |
59 | Pang R., Zhan Y. F., Zhang Y. L., Guo R. J., Wang J. L., Guo X., … Li K. C . ( 2017). Aberrant functional connectivity architecture in participants with chronic insomnia disorder accompanying cognitive dysfunction: a whole-brain, data-driven analysis.Frontiers in Neuroscience, 11, 259-270. doi: 10.3389/fnins.2017.00259URL |
60 | Raichle M. E., Macleod A. M., Snyder A. Z., Powers W. J., Gusnard D. A., & Shulman G. L . ( 2001). A default mode of brain function.Proceedings of the National Academy of Sciences of the United States of America, 98( 2), 676-682. doi: 10.1073/pnas.98.2.676URL |
61 | Ran Q., Chen J., Li C., Wen L., Yue F. G., Shu T. S., … Zhang D . ( 2017). Abnormal amplitude of low-frequency fluctuations associated with rapid-eye movement in chronic primary insomnia patients.Oncotarget, 8( 49), 84877-84888. |
62 | Regen W., Kyle S. D., Nissen C., Feige B., Baglioni C., Hennig J., … Spiegelhalder K . ( 2016). Objective sleep disturbances are associated with greater waking resting-state connectivity between the retrosplenial cortex/ hippocampus and various nodes of the default mode network.Journal of Psychiatry & Neuroscience, 41( 5), 295-303. |
63 | Robinson O. J., Krimsky M., Lieberman L., Allen P., Vytal K., & Grillon C . ( 2014). The dorsal medial prefrontal (anterior cingulate) cortex-amygdala aversive amplification circuit in unmedicated generalised and social anxiety disorders: an observational study.The Lancet Psychiatry, 1( 4), 294-302. doi: 10.1016/S2215-0366(14)70305-0URL |
64 | Seeley W. W., Menon V., Schatzberg A. F., Keller J., Glover G. H., Kenna H., … Greicius M. D . ( 2007). Dissociable intrinsic connectivity networks for salience processing and executive control.Journal of Neuroscience, 27( 9), 2349-2356. doi: 10.1523/JNEUROSCI.5587-06.2007URL |
65 | Shibley H. L., Malcolm R. J., & Veatch L. M . ( 2008). Adolescents with insomnia and substance abuse: consequences and comorbidities.Journal of Psychiatric Practice, 14( 3), 146-153. doi: 10.1097/01.pra.0000320113.30811.46URL |
66 | Tang N. K., Goodchild C. E., Hester J., & Salkovskis P. M . ( 2012). Pain-related insomnia versus primary insomnia: a comparison study of sleep pattern, psychological characteristics, and cognitive-behavioral processes.Clinical Journal of Pain, 28( 5), 428-36. doi: 10.1097/AJP.0b013e31823711bcURL |
67 | Thorndike F. P., Ritterband L. M., Gonderfrederick L. A., Lord H. R., Ingersoll K. S., & Morin C. M . ( 2013). A randomized controlled trial of an internet intervention for adults with insomnia: effects on comorbid psychological and fatigue symptoms.Journal of Clinical Psychology, 69( 10), 1078-1093. doi: 10.1002/jclp.2013.69.issue-10URL |
68 | Verweij I. M., Romeijn N., Smit D. J., Piantoni G., Someren E. J. V ., & Van Der Werf, Y. D. ( 2014). Sleep deprivation leads to a loss of functional connectivity in frontal brain regions. BMC Neuroscience, 15, 88. |
69 | Wang T. Y., Li S. M., Jiang G. H., Lin C. L., Li M., Ma X. F., … Tian J. Z . ( 2016). Regional homogeneity changes in patients with primary insomnia.European Radiology, 26( 5), 1292-1300. doi: 10.1007/s00330-015-3960-4URL |
70 | Wang Y. L., Liu H., Hitchman G., & Lei X . ( 2015). Module number of default mode network: Inter-subject variability and effects of sleep deprivation.Brain Research, 1596, 69-78. doi: 10.1016/j.brainres.2014.11.007URL |
71 | Xin F. & Lei, X. ( 2015). Competition between frontoparietal control and default networks supports social working memory and empathy.Social Cognitive & Affective Neuroscience, 10( 8), 1144-1152. |
72 | Zang Y. F., Jiang T. Z., Lu Y. L., He Y., & Tian L. X . ( 2004). Regional homogeneity approach to fMRI data analysis.Neuroimage, 22( 1), 394-400. doi: 10.1016/j.neuroimage.2003.12.030URL |
73 | Zhou F. Q., Huang S. H., Zhuang Y., Lei G., & Gong H . ( 2016). Frequency-dependent changes in local intrinsic oscillations in chronic primary insomnia: A study of the amplitude of low-frequency fluctuations in the resting state.Neuroimage Clinical, 15, 458-465. |
74 | Zou Q., Ross T. J., Gu H., Geng X., Zuo X. N., Hong L. E., … Yang Y . ( 2013). Intrinsic resting-state activity predicts working memory brain activation and behavioral performance.Human Brain Mapping, 34( 12), 3204-3215. doi: 10.1002/hbm.v34.12URL |
相关文章 2
[1] | 任志洪;谢菲;余香莲;苏文亮;陈丽君;赵陵波. 失眠的自助式认知行为治疗元分析:疗效、影响因素及证据评价[J]. 心理科学进展, 2016, 24(2): 173-195. |
[2] | 樊东琼;李锐;雷旭;喻婧. 阿尔兹海默症及轻度认知障碍静息态大尺度脑网络功能连接的改变[J]. 心理科学进展, 2016, 24(2): 217-227. |
PDF全文下载地址:
http://journal.psych.ac.cn/xlkxjz/CN/article/downloadArticleFile.do?attachType=PDF&id=4594