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You L, Yang B, Lu X, Yang A, Zhang Y, Bi X, Zhou S. Similarities and differences between chronic primary pain and depression in brain activities: Evidence from resting-state microstates and auditory Oddball task. Behav Brain Res 2025; 477:115319. [PMID: 39486484 DOI: 10.1016/j.bbr.2024.115319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 10/25/2024] [Accepted: 10/29/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND In 2019, the International Association for the Study of Pain introduced the concept of 'chronic primary pain (CPP)', characterized by persistent non-organic pain with emotional and functional abnormalities. Underdiagnosed and linked to depression, CPP has poorly understood neural characteristics. Electroencephalogram (EEG) microstates enable detailed examination of brain network dynamics at the millisecond level. Incorporating task-related EEG features offers a comprehensive neurophysiological signature of brain dysfunction, facilitating exploration of potential neural mechanisms. METHODS This study employed resting-state and task-related auditory Oddball EEG paradigm to evaluate 20 healthy controls, 20 patients with depression, and 20 patients with CPP. An 8-minute recording of resting-state EEG was conducted to identify four typical microstates (A-D). Additionally, power spectral density (PSD) features were examined during an auditory Oddball paradigm. RESULTS Both CPP and Major Depressive Disorder (MDD) patients exhibited reduced occurrence rate and transition probabilities of other microstates to microstate C during resting-state EEG. Furthermore, more pronounced increase in Gamma PSD was observed in the occipital region of CPP during the Oddball task. In CPP, both resting-state microstate C and task-related Gamma PSD correlated with pain and emotional indicators. Notably, microstate C occurrence positively correlated with occipital Gamma PSD in MDD. CONCLUSION Conclusively, both CPP and MDD display dynamic abnormalities within the salient network, closely associated with pain and depressive symptoms in CPP. Unlike MDD, CPPs' dynamic network changes appear unrelated to perceptual integration function, indicating differing microstate functional impacts. Combining resting-state microstates and Oddball tasks may offer a promising avenue for identifying potential biomarkers in objectively assessing chronic primary pain.
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Affiliation(s)
- Lele You
- Mental Health Center Affiliated to Shanghai University School of Medicine, 99 Shangda Road, Shanghai 200444, China; Medical School, Shanghai University, 99 Shangda Road, Shanghai 200444, China.
| | - Banghua Yang
- Mental Health Center Affiliated to Shanghai University School of Medicine, 99 Shangda Road, Shanghai 200444, China; Medical School, Shanghai University, 99 Shangda Road, Shanghai 200444, China; School of Mechatronic Engineering and Automation, Shanghai University, 99 Shangda Road, Shanghai 200444, China; Clinical Research Center for Mental Health, School of Medicine, Shanghai University, Shanghai 200083, China.
| | - Xi Lu
- Department of Neurology, Shanghai Changhai Hospital, 168 Changhai Road, Shanghai 200433, China.
| | - Aolei Yang
- School of Mechatronic Engineering and Automation, Shanghai University, 99 Shangda Road, Shanghai 200444, China.
| | - Yonghuai Zhang
- Shanghai Shaonao Sensing Technology Ltd., No. 1919, Fengxiang Road, Shanghai 200444, China.
| | - Xiaoying Bi
- Department of Neurology, Shanghai Changhai Hospital, 168 Changhai Road, Shanghai 200433, China.
| | - Shu Zhou
- Department of Neurology, Shanghai Changhai Hospital, 168 Changhai Road, Shanghai 200433, China; Shanghai United Family Hospital, 699 Pingtang Road, Changning District, Shanghai 200335, China.
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Westmark PR, Swietlik TJ, Runde E, Corsiga B, Nissan R, Boeck B, Granger R, Jennings E, Nebbia M, Thauwald A, Lyon G, Maganti RK, Westmark CJ. Adult Inception of Ketogenic Diet Therapy Increases Sleep during the Dark Cycle in C57BL/6J Wild Type and Fragile X Mice. Int J Mol Sci 2024; 25:6679. [PMID: 38928388 PMCID: PMC11203515 DOI: 10.3390/ijms25126679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 06/10/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
Sleep problems are a significant phenotype in children with fragile X syndrome. Our prior work assessed sleep-wake cycles in Fmr1KO male mice and wild type (WT) littermate controls in response to ketogenic diet therapy where mice were treated from weaning (postnatal day 18) through study completion (5-6 months of age). A potentially confounding issue with commencing treatment during an active period of growth is the significant reduction in weight gain in response to the ketogenic diet. The aim here was to employ sleep electroencephalography (EEG) to assess sleep-wake cycles in mice in response to the Fmr1 genotype and a ketogenic diet, with treatment starting at postnatal day 95. EEG results were compared with prior sleep outcomes to determine if the later intervention was efficacious, as well as with published rest-activity patterns to determine if actigraphy is a viable surrogate for sleep EEG. The data replicated findings that Fmr1KO mice exhibit sleep-wake patterns similar to wild type littermates during the dark cycle when maintained on a control purified-ingredient diet but revealed a genotype-specific difference during hours 4-6 of the light cycle of the increased wake (decreased sleep and NREM) state in Fmr1KO mice. Treatment with a high-fat, low-carbohydrate ketogenic diet increased the percentage of NREM sleep in both wild type and Fmr1KO mice during the dark cycle. Differences in sleep microstructure (length of wake bouts) supported the altered sleep states in response to ketogenic diet. Commencing ketogenic diet treatment in adulthood resulted in a 15% (WT) and 8.6% (Fmr1KO) decrease in body weight after 28 days of treatment, but not the severe reduction in body weight associated with starting treatment at weaning. We conclude that the lack of evidence for improved sleep during the light cycle (mouse sleep time) in Fmr1KO mice in response to ketogenic diet therapy in two studies suggests that ketogenic diet may not be beneficial in treating sleep problems associated with fragile X and that actigraphy is not a reliable surrogate for sleep EEG in mice.
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Affiliation(s)
- Pamela R. Westmark
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Timothy J. Swietlik
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Ethan Runde
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Brian Corsiga
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Rachel Nissan
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Brynne Boeck
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Ricky Granger
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Erica Jennings
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Maya Nebbia
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Andrew Thauwald
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Greg Lyon
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Rama K. Maganti
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
| | - Cara J. Westmark
- Department of Neurology, University of Wisconsin, Madison, WI 53706, USA; (P.R.W.); (T.J.S.); (E.R.); (B.C.); (R.N.); (B.B.); (R.G.); (E.J.); (M.N.); (A.T.); (G.L.); (R.K.M.)
- Molecular Environmental Toxicology Center, University of Wisconsin, Madison, WI 53706, USA
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Michel CM, Brechet L, Schiller B, Koenig T. Current State of EEG/ERP Microstate Research. Brain Topogr 2024; 37:169-180. [PMID: 38349451 PMCID: PMC10884048 DOI: 10.1007/s10548-024-01037-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 01/31/2024] [Indexed: 02/23/2024]
Abstract
The analysis of EEG microstates for investigating rapid whole-brain network dynamics during rest and tasks has become a standard practice in the EEG research community, leading to a substantial increase in publications across various affective, cognitive, social and clinical neuroscience domains. Recognizing the growing significance of this analytical method, the authors aim to provide the microstate research community with a comprehensive discussion on methodological standards, unresolved questions, and the functional relevance of EEG microstates. In August 2022, a conference was hosted in Bern, Switzerland, which brought together many researchers from 19 countries. During the conference, researchers gave scientific presentations and engaged in roundtable discussions aiming at establishing steps toward standardizing EEG microstate analysis methods. Encouraged by the conference's success, a special issue was launched in Brain Topography to compile the current state-of-the-art in EEG microstate research, encompassing methodological advancements, experimental findings, and clinical applications. The call for submissions for the special issue garnered 48 contributions from researchers worldwide, spanning reviews, meta-analyses, tutorials, and experimental studies. Following a rigorous peer-review process, 33 papers were accepted whose findings we will comprehensively discuss in this Editorial.
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Affiliation(s)
- Christoph M Michel
- Functional Brain Mapping Lab, Department of Basic Neurosciences, Medical Faculty, University of Geneva, Geneva, Switzerland.
- Center for Biomedical Imaging (CIBM), Lausanne, Geneva, Switzerland.
| | - Lucie Brechet
- Department of Readaptation and Geriatrics, Medical Faculty, University of Geneva, Geneva, Switzerland
| | - Bastian Schiller
- Laboratory for Biological Psychology, Clinical Psychology, and Psychotherapy, Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - Thomas Koenig
- Translational Research Center, University Hospital of Psychiatry, University of Bern, Bern, Switzerland
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