Default Mode Network alterations in alexithymia: an EEG power spectra and connectivity study.
- Authors
- Imperatori, Claudio; Della Marca, Giacomo; Brunetti, Riccardo; Carbone, Giuseppe Alessio; Massullo, Chiara; Valenti, Enrico Maria; Amoroso, Noemi; Maestoso, Giulia; Contardi, Anna; Farina, Benedetto
- Year
- 2016
- Journal
- Scientific reports
- PMID
- 27845326
- DOI
- 10.1038/srep36653
- PMCID
- PMC5109184
Recent neuroimaging studies have shown that alexithymia is characterized by functional alterations in different brain areas [e.g., posterior cingulate cortex (PCC)], during emotional/social tasks. However, only few data are available about alexithymic cortical networking features during resting state (RS). We have investigated the modifications of electroencephalographic (EEG) power spectra and EEG functional connectivity in the default mode network (DMN) in subjects with alexithymia. Eighteen subjects with alexithymia and eighteen subjects without alexithymia matched for age and gender were enrolled. EEG was recorded during 5 min of RS. EEG analyses were conducted by means of the exact Low Resolution Electric Tomography software (eLORETA). Compared to controls, alexithymic subjects showed a decrease of alpha power in the right PCC. In the connectivity analysis, compared to controls, alexithymic subjects showed a decrease of alpha connectivity between: (i) right anterior cingulate cortex and right PCC, (ii) right frontal lobe and right PCC, and (iii) right parietal lobe and right temporal lobe. Finally, mediation models showed that the association between alexithymia and EEG connectivity values was directed and was not mediated by psychopathology severity. Taken together, our results could reflect the neurophysiological substrate of some core features of alexithymia, such as the impairment in emotional awareness.
Results of the eLORETA comparison of EEG power spectra in each frequency band.Threshold values (T) for statistical significance (corresponding to p < 0.05) are reported in the right side of the figure. Blue color indicates reduction of EEG power spectra. Red color (not present) would indicate an increase of EEG power spectra. Compared to TASβ individuals, TAS+ subjects showed a decrease of alpha power in the in right PCC (BA 23; T = β3.28, p < 0.05). Abbreviation: BA = Brodmann areas; PCC = Posterior Cingulate Cortex; A = Anterior; P = Posterior; L = Left; R = Right.
Results of the eLORETA comparison of EEG lagged phase synchronization in each frequency bands.Threshold values (T) for statistical significance (corresponding to p < 0.05) are reported in the right side of the figure. Blue lines indicate connections which presented decrease of connectivity. Red lines (not present) would indicate an increase of connectivity. In this analysis, compared to TASβ individuals, TAS+ subjects showed a decrease of alpha lagged phase synchronization between: (i) ROI 6 (BAs 23β24) and ROI 8 (BA 32) (T = β3.87; p < 0.05), (ii) ROI 2 (BAs 8-9-10) and ROI 6 (BAs 23β24) (T = β4.10; p < 0.05), and (iii) ROI 12 (BAs 39β40) and ROI 4 (BAs 21-28-36) (T = β3.92; p < 0.05). Abbreviation: A = Anterior; P = Posterior; ROI = Region of interest.
No entities extracted from this document yet.
No uploaded files.
| Citation | PMID | DOI | Status |
|---|---|---|---|
| AftanasL. & VarlamovA. Associations of alexithymia with anterior and posterior activation asymmetries during evoked emotions: EEG evidence of right hemisphere βelectrocortical effortβ. Int J Neurosci 114, 1443β1462 (2004).1563635510.1080/00207450490509230 | β | β | β |
| AftanasL. I. & GolocheikineS. A. Human anterior and frontal midline theta and lower alpha reflect emotionally positive state and internalized attention: high-resolution EEG investigation of meditation. Neurosci Lett 310, 57β60, doi: S0304-3940(01)02094-8 (2001).1152415710.1016/s0304-3940(01)02094-8 | β | β | β |
| AftanasL. I. & VarlamovA. A. Effects of alexithymia on the activity of the anterior and posterior areas of the cortex of the right hemisphere in positive and negative emotional activation. Neurosci Behav Physiol 37, 67β73, doi: 10.1007/s11055-007-0151 (2007).17180321 | β | β | β |
| AftanasL. I., VarlamovA. A., RevaN. V. & PavlovS. V. Disruption of early event-related theta synchronization of human EEG in alexithymics viewing affective pictures. Neurosci Lett 340, 57β60, doi: S0304394003000703 (2003).1264875810.1016/s0304-3940(03)00070-3 | β | β | β |
| BagbyR. M., ParkerJ. D. & TaylorG. J. The twenty-item Toronto Alexithymia ScaleβI. Item selection and cross-validation of the factor structure. J Psychosom Res 38, 23β32 (1994).812668610.1016/0022-3999(94)90005-1 | β | β | β |
| BagbyR. M., TaylorG. J. & ParkerJ. D. The Twenty-item Toronto Alexithymia ScaleβII. Convergent, discriminant, and concurrent validity. J Psychosom Res 38, 33β40 (1994).812668810.1016/0022-3999(94)90006-x | β | β | β |
| BerthozS. . Effect of impaired recognition and expression of emotions on frontocingulate cortices: an fMRI study of men with alexithymia. Am J Psychiatry 159, 961β967, doi: 10.1176/appi.ajp.159.6.961 (2002).12042184 | β | β | β |
| BressiC. . Cross validation of the factor structure of the 20-item Toronto Alexithymia Scale: an Italian multicenter study. J Psychosom Res 41, 551β559, doi: S0022399996002280 [pii] (1996).903271810.1016/s0022-3999(96)00228-0 | β | β | β |
| BucciW. Symptoms and symbols: a multiple code theory of somatization. Psychoanalytic Inquiry 17, 151β172 (1997). | β | β | β |
| BucknerR. L., Andrews-HannaJ. R. & SchacterD. L. The brainβs default network: anatomy, function, and relevance to disease. Ann N Y Acad Sci 1124, 1β38, doi: 10.1196/annals.1440.011 (2008).18400922 | β | β | β |
| CanuetL. . Resting-state EEG source localization and functional connectivity in schizophrenia-like psychosis of epilepsy. PLoS One 6, e27863, doi: 10.1371/journal.pone.0027863 (2011).22125634PMC3220705 | β | β | β |
| CanuetL. . Resting-state network disruption and APOE genotype in Alzheimerβs disease: a lagged functional connectivity study. PLoS One 7, e46289, doi: 10.1371/journal.pone.0046289 (2012).23050006PMC3457973 | β | β | β |
| De GuchtV. Neuroticism, alexithymia, negative affect and positive affect as predictors of medically unexplained symptoms in primary care. Acta Neuropsychiatr 14, 181β185, doi: 10.1034/j.1601-5215.2002.140404 (2002).26984330 | β | β | β |
| De GuchtV., FischlerB. & HeiserW. Neuroticism, alexithymia, negative affect, and positive affect as determinants of medically unexplained symptoms. Personality and Individual Differences 36, 1655β1667 (2004). | β | β | β |
| DecoG., JirsaV. K. & McIntoshA. R. Emerging concepts for the dynamical organization of resting-state activity in the brain. Nat Rev Neurosci 12, 43β56, doi: 10.1038/nrn2961 (2011).21170073 | β | β | β |
| DerogatisL. The SCL-90-R Manual (Clinical Psychometric Research Unit. Johns Hopkins University School of Medicine, 1977). | β | β | β |
| DimpfelW., SchoberF. & SpulerM. The influence of caffeine on human EEG under resting conditions and during mental loads. Clin Investig 71, 197β207 (1993).10.1007/BF001801028481621 | β | β | β |
| FranssonP. & MarrelecG. The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis. Neuroimage 42, 1178β1184, doi: 10.1016/j.neuroimage.2008.05.059 (2008).18598773 | β | β | β |
| FristonK. J., FrithC. D., LiddleP. F. & FrackowiakR. S. Comparing functional (PET) images: the assessment of significant change. Journal of Cerebral Blood Flow & Metabolism 11, 690β699, doi: 10.1038/jcbfm.1991.122 (1991).2050758 | β | β | β |
| GrabeH. J., SpitzerC. & FreybergerH. J. Alexithymia and personality in relation to dimensions of psychopathology. Am J Psychiatry 161, 1299β1301, doi: 10.1176/appi.ajp.161.7.1299 (2004).15229067 | β | β | β |
| Grave de Peralta MenendezR., Gonzalez AndinoS. L., MorandS., MichelC. M. & LandisT. Imaging the electrical activity of the brain: ELECTRA. Human brain mapping 9, 1β12 (2000).1064372510.1002/(SICI)1097-0193(2000)9:1<1::AID-HBM1>3.0.CO;2-#PMC6871828 | β | β | β |
| Grave de Peralta-MenendezR. & Gonzalez-AndinoS. L. A critical analysis of linear inverse solutions to the neuroelectromagnetic inverse problem. IEEE Transactions on Bio-Medical Engineering 45, 440β448, doi: 10.1109/10.664200 (1998).9556961 | β | β | β |
| HayesA. F. Introduction to mediation, moderation, and conditional process analysis: a regression based approach (The Guilford Press, 2013). | β | β | β |
| HolmesA. P., BlairR. C., WatsonJ. D. & FordI. Nonparametric analysis of statistic images from functional mapping experiments. Journal of Cerebral Blood Flow & Metabolism 16, 7β22, doi: 10.1097/00004647-199601000-00002 (1996).8530558 | β | β | β |
| HoutveenJ. H., EltonM. R. & BermondB. Alexithymia: A disruption in a cortical network? An EEG power and coherence analysis. Journal of Psychophysiology 11, 147β157 (1997). | β | β | β |
| ImperatoriC. . Aberrant EEG functional connectivity and EEG power spectra in resting state post-traumatic stress disorder: A sLORETA study. Biological Psychology 102C, 10β17, doi: 10.1016/j.biopsycho.2014.07.011 (2014).25046862 | β | β | β |
| ImperatoriC. . Modifications of EEG power spectra in mesial temporal lobe during n-back tasks of increasing difficulty. A sLORETA study. Front Hum Neurosci 7, 109, doi: 10.3389/fnhum.2013.00109 (2013).23565085PMC3613724 | β | β | β |
| KahkonenS., WileniusJ., NikulinV. V., OllikainenM. & IlmoniemiR. J. Alcohol reduces prefrontal cortical excitability in humans: a combined TMS and EEG study. Neuropsychopharmacology 28, 747β754, doi: 10.1038/sj.npp.1300099 (2003).12655321 | β | β | β |
| KanoM. . Specific brain processing of facial expressions in people with alexithymia: an H2 15O-PET study. Brain 126, 1474β1484 (2003).1276406610.1093/brain/awg131 | β | β | β |
| KarlssonH., NaatanenP. & StenmanH. Cortical activation in alexithymia as a response to emotional stimuli. Br J Psychiatry 192, 32β38, doi: 10.1192/bjp.bp.106.034728 (2008).18174507 | β | β | β |
| KlimeschW. EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res Brain Res Rev 29, 169β195 (1999).1020923110.1016/s0165-0173(98)00056-3 | β | β | β |
| KomakiG. In Somatization and Psychosomatic Symptoms (ed KohK. B.) 41β50 (Springer, 2013). | β | β | β |
| KreiterA. K. & SingerW. Oscillatory Neuronal Responses in the Visual Cortex of the Awake Macaque Monkey. European Journal of Neuroscience 4, 369β375 (1992).1210636310.1111/j.1460-9568.1992.tb00884.x | β | β | β |
| LarsenJ. K., BrandN., BermondB. & HijmanR. Cognitive and emotional characteristics of alexithymia: a review of neurobiological studies. J Psychosom Res 54, 533β541, doi: S002239990200466X (2003).1278130710.1016/s0022-3999(02)00466-x | β | β | β |
| LeechR., KamouriehS., BeckmannC. F. & SharpD. J. Fractionating the default mode network: distinct contributions of the ventral and dorsal posterior cingulate cortex to cognitive control. The Journal of Neuroscience 31, 3217β3224, doi: 10.1523/JNEUROSCI.5626-10.2011 (2011).21368033PMC6623935 | β | β | β |
| LiemburgE. J. . Altered resting state connectivity of the default mode network in alexithymia. Soc Cogn Affect Neurosci 7, 660β666, doi: 10.1093/scan/nss048 (2012).22563009PMC3427871 | β | β | β |
| MantaniT., OkamotoY., ShiraoN., OkadaG. & YamawakiS. Reduced activation of posterior cingulate cortex during imagery in subjects with high degrees of alexithymia: a functional magnetic resonance imaging study. Biol Psychiatry 57, 982β990, doi: 10.1016/j.biopsych.2005.01.047 (2005).15860338 | β | β | β |
| MastrovitoD. Interactions between resting-state and task-evoked brain activity suggest a different approach to fMRI analysis. The Journal of Neuroscience 33, 12912β12914, doi: 10.1523/JNEUROSCI.2580-13.2013 (2013).23926247PMC6619727 | β | β | β |
| MatsumotoA., IchikawaY., KanayamaN., OhiraH. & IidakaT. Gamma band activity and its synchronization reflect the dysfunctional emotional processing in alexithymic persons. Psychophysiology 43, 533β540, doi: 10.1111/j.1469-8986.2006.00461 (2006).17076809 | β | β | β |
| MillerL. Is alexithymia a disconnection syndrome? A neuropsychological perspective. Int J Psychiatry Med 16, 199β209 (1986).380458310.2190/dae0-ewpx-r7d6-lfny | β | β | β |
| MiragliaF., VecchioF., BramantiP. & RossiniP. M. Small-worldness characteristics and its gender relation in specific hemispheric networks. Neuroscience 310, 1β11, doi: 10.1016/j.neuroscience.2015.09.028 (2015).26384963 | β | β | β |
| MoriguchiY. & KomakiG. Neuroimaging studies of alexithymia: physical, affective, and social perspectives. Biopsychosoc Med 7, 8, doi: 10.1186/1751-0759-7-8 (2013).23537323PMC3621096 | β | β | β |
| MurphyT. H., BlatterL. A., WierW. G. & BarabanJ. M. Spontaneous synchronous synaptic calcium transients in cultured cortical neurons. The Journal of Neuroscience 12, 4834β4845 (1992).136119810.1523/JNEUROSCI.12-12-04834.1992PMC6575780 | β | β | β |
| NeunerI. . The default mode network and EEG regional spectral power: a simultaneous fMRI-EEG study. PLoS One 9, e88214, doi: 10.1371/journal.pone.0088214 (2014).24505434PMC3914938 | β | β | β |
| NicholsT. E. & HolmesA. P. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Human brain mapping 15, 1β25, doi: 10.1002/hbm.1058. (2002).11747097PMC6871862 | β | β | β |
| PaganiM. . Neurobiological correlates of EMDR monitoring - an EEG study. PLoS One 7, e45753, doi: 10.1371/journal.pone.0045753 (2012).23049852PMC3458957 | β | β | β |
| Pascual-MarquiR. D. . Assessing interactions in the brain with exact low-resolution electromagnetic tomography. Philosophical Transactions of the Royal Society A: Mathematical, Physical & Engineering Sciences 369, 3768β3784, doi: 10.1098/rsta.2011.0081 (2011).21893527 | β | β | β |
| Pascual-MarquiR. D. Coherence and phase synchronization: generalization to pairs of multivariate time series, and removal of zero-lag contributions. arXiv:0706.1776v3 [stat.ME] 12 July 2007. (http://arxiv.org/pdf/0706.1776) (2007). | β | β | β |
| Pascual-MarquiR. D., MichelC. M. & LehmannD. Low resolution electromagnetic tomography: a new method for localizing electrical activity in the brain. International Journal of Psychophysiology 18, 49β65, doi: 10.10167-8760(84)90014 (1994).787603810.1016/0167-8760(84)90014-x | β | β | β |
| Pascual-MarquiR. D., MichelC. M. & LehmannD. Segmentation of brain electrical activity into microstates: model estimation and validation. IEEE Transactions on Bio-Medical Engineering 42, 658β665, doi: 10.1109/10.391164 (1995).7622149 | β | β | β |
| PreacherK. J. & HayesA. F. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods 40, 879β891, doi: 10.3758/BRM.40.3.879 (2008).18697684 | β | β | β |
| RazaviN. . Shifted coupling of EEG driving frequencies and fMRI resting state networks in schizophrenia spectrum disorders. PLoS One 8, e76604, doi: 10.1371/journal.pone.0076604 (2013).24124576PMC3790692 | β | β | β |
| RomeiV. . Interhemispheric transfer deficit in alexithymia: a transcranial magnetic stimulation study. Psychother Psychosom 77, 175β181, doi: 10.1159/000119737 (2008).18332615 | β | β | β |
| SalzmanC. D. & FusiS. Emotion, cognition, and mental state representation in amygdala and prefrontal cortex. Annu Rev Neurosci 33, 173β202, doi: 10.1146/annurev.neuro.051508.135256 (2010).20331363PMC3108339 | β | β | β |
| SarnoI., PretiE., PrunasA. & MadedduF. SCL-90-R: Symptom Checklist 90 R. Versione Italiana Validata e Standardizzata (GiuntiO. S. , 2011). | β | β | β |
| SchilbachL., EickhoffS. B., Rotarska-JagielaA., FinkG. R. & VogeleyK. Minds at rest? Social cognition as the default mode of cognizing and its putative relationship to the βdefault systemβ of the brain. Conscious Cogn 17, 457β467, doi: 10.1016/j.concog.2008.03.013 (2008).18434197 | β | β | β |
| ShiH. . Default mode network alterations during implicit emotional faces processing in first-episode, treatment-naive major depression patients. Front Psychol 6, 1198, doi: 10.3389/fpsyg.2015.01198 (2015).26322003PMC4533249 | β | β | β |
| ShipkoS. Further reflections on psychosomatic theory. Alexithymia and interhemispheric specialization. Psychother Psychosom 37, 83β86 (1982).712279010.1159/000287557 | β | β | β |
| StamC. J., NolteG. & DaffertshoferA. Phase lag index: assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Human brain mapping 28, 1178β1193, doi: 10.1002/hbm.20346 (2007).17266107PMC6871367 | β | β | β |
| TabibniaG. & ZaidelE. Alexithymia, interhemispheric transfer, and right hemispheric specialization: a critical review. Psychother Psychosom 74, 81β92, doi: 10.1159/000083166 (2005).15741757 | β | β | β |
| TaylorG. J. Recent developments in alexithymia theory and research. Can J Psychiatry 45, 134β142 (2000).1074287210.1177/070674370004500203 | β | β | β |
| ThatcherR. W., NorthD. M. & BiverC. J. LORETA EEG phase reset of the default mode network. Front Hum Neurosci 8, 529, doi: 10.3389/fnhum.2014.00529 (2014).25100976PMC4108033 | β | β | β |
| TodderD. . The quantitative electroencephalogram and the low-resolution electrical tomographic analysis in posttraumatic stress disorder. Clin EEG Neurosci 43, 48β53 (2012).2242355110.1177/1550059411428716 | β | β | β |
| VogtB. A., FinchD. M. & OlsonC. R. Functional heterogeneity in cingulate cortex: the anterior executive and posterior evaluative regions. Cereb Cortex 2, 435β443 (1992).147752410.1093/cercor/2.6.435-a | β | β | β |
| Whitfield-GabrieliS. & FordJ. M. Default mode network activity and connectivity in psychopathology. Annu Rev Clin Psychol 8, 49β76, doi: 10.1146/annurev-clinpsy-032511-143049 (2012).22224834 | β | β | β |
| WingbermuhleE., TheunissenH., VerhoevenW. M., KesselsR. P. & EggerJ. I. The neurocognition of alexithymia: evidence from neuropsychological and neuroimaging studies. Acta Neuropsychiatr 24, 67β80, doi: 10.1111/j.1601-5215.2011.00613 (2012).26952949 | β | β | β |
In this knowledge base
External
| Title | Authors | Journal | Year | Link |
|---|---|---|---|---|
| Machine Learning-Based Alexithymia Assessment Using Resting-State Default Mode Network Functional Connectivity. | Suzuki K et al. | β | 2025 | β |
| Neural Correlates of Alexithymia Based on Electroencephalogram (EEG)-A Mechanistic Review. | Chmiel J et al. | β | 2025 | β |
| Alexithymia as a mediator between adverse childhood events and the development of psychopathology: a meta-analysis. | Kick L et al. | β | 2024 | β |
| The Complex Role Played by the Default Mode Network during Sexual Stimulation: A Cluster-Based fMRI Meta-Analysis. | Pinto J et al. | β | 2024 | β |
| Predicting Alcohol-Related Memory Problems in Older Adults: A Machine Learning Study with Multi-Domain Features. | Kamarajan C et al. | β | 2023 | β |
| Prefrontal contributions to the stability and variability of thought and conscious experience. | Zamani A et al. | β | 2022 | β |
| Comparative analysis of default mode networks in major psychiatric disorders using resting-state EEG. | Choi KM et al. | β | 2021 | β |
| Investigating how electroencephalogram measures associate with delirium: A systematic review. | Boord MS et al. | β | 2021 | β |
| No Evidence of Perceptual Pseudoneglect in Alexithymia. | Vicario CM et al. | β | 2021 | β |
| The Role of Interoceptive Sensibility and Emotional Conceptualization for the Experience of Emotions. | Ventura-Bort C et al. | β | 2021 | β |
| Virtual Reality-Guided Meditation for Chronic Pain in Patients With Cancer: Exploratory Analysis of Electroencephalograph Activity. | Fu H et al. | β | 2021 | β |
| Alexithymia and frontal-amygdala functional connectivity in North Korean refugees. | Kim N et al. | β | 2020 | β |
| Dysregulated brain salience within a triple network model in high trait anxiety individuals: A pilot EEG functional connectivity study. | Massullo C et al. | β | 2020 | β |
| Random Forest Classification of Alcohol Use Disorder Using EEG Source Functional Connectivity, Neuropsychological Functioning, and Impulsivity Measures. | Kamarajan C et al. | β | 2020 | β |
| Random Forest Classification of Alcohol Use Disorder Using fMRI Functional Connectivity, Neuropsychological Functioning, and Impulsivity Measures. | Kamarajan C et al. | β | 2020 | β |
| The role of alexithymia in social cognition: Evidence from a non-clinical population. | Di Tella M et al. | β | 2020 | β |
| The Symptom-Checklist-K-9 (SCL-K-9) Discriminates between Overweight/Obese Patients with and without Significant Binge Eating Pathology: Psychometric Properties of an Italian Version. | Imperatori C et al. | β | 2020 | β |
| Activating attachment memories affects default mode network in a non-clinical sample with perceived dysfunctional parenting: An EEG functional connectivity study. | Adenzato M et al. | β | 2019 | β |
| Alexithymia and risk preferences: Predicting risk behaviour across decision domains. | Panno A et al. | β | 2019 | β |
| Default mode network alterations in individuals with high-trait-anxiety: An EEG functional connectivity study. | Imperatori C et al. | β | 2019 | β |
| Disrupted resting-state brain functional network in methamphetamine abusers: A brain source space study by EEG. | Khajehpour H et al. | β | 2019 | β |
| The Default Mode Network's Role in Discrete Emotion. | Satpute AB et al. | β | 2019 | β |
| Effects of an Online Mind-Body Training Program on the Default Mode Network: An EEG Functional Connectivity Study. | Lee D et al. | β | 2018 | β |
| High levels of alexithymia in patients with multiple sclerosis. | Eboni ACB et al. | β | 2018 | β |
| Alpha/Theta Neurofeedback Increases Mentalization and Default Mode Network Connectivity in a Non-Clinical Sample. | Imperatori C et al. | β | 2017 | β |
| Frontal EEG asymmetry in borderline personality disorder is associated with alexithymia. | Flasbeck V et al. | β | 2017 | β |
| Role of <i>N</i>-Arachidonoyl-Serotonin (AA-5-HT) in Sleep-Wake Cycle Architecture, Sleep Homeostasis, and Neurotransmitters Regulation. | Murillo-RodrΓguez E et al. | β | 2017 | β |