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Huang T, Tang L, Zhao J, Shang S, Chen Y, Tian Y, Zhang Y. Drooling disrupts the brain functional connectivity network in Parkinson's disease. CNS Neurosci Ther 2023; 29:3094-3107. [PMID: 37144606 PMCID: PMC10493659 DOI: 10.1111/cns.14251] [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: 01/24/2023] [Revised: 04/05/2023] [Accepted: 04/21/2023] [Indexed: 05/06/2023] Open
Abstract
AIMS This study aimed to investigate the causal interaction between significant sensorimotor network (SMN) regions and other brain regions in Parkinson's disease patients with drooling (droolers). METHODS Twenty-one droolers, 22 PD patients without drooling (non-droolers), and 22 matched healthy controls underwent 3T-MRI resting-state scans. We performed independent component analysis and Granger causality analysis to determine whether significant SMN regions help predict other brain areas. Pearson's correlation was computed between imaging characteristics and clinical characteristics. ROC curves were plotted to assess the diagnostic performance of effective connectivity (EC). RESULTS Compared with non-droolers and healthy controls, droolers showed abnormal EC of the right caudate nucleus (CAU.R) and right postcentral gyrus to extensive brain regions. In droolers, increased EC from the CAU.R to the right middle temporal gyrus was positively correlated with MDS-UPDRS, MDS-UPDRS II, NMSS, and HAMD scores; increased EC from the right inferior parietal lobe to CAU.R was positively correlated with MDS-UPDRS score. ROC curve analysis showed that these abnormal ECs are of great significance in diagnosing drooling in PD. CONCLUSION This study identified that PD patients with drooling have abnormal EC in the cortico-limbic-striatal-cerebellar and cortio-cortical networks, which could be potential biomarkers for drooling in PD.
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Affiliation(s)
- Ting Huang
- Department of Neurology, Nanjing First HospitalNanjing Medical UniversityNanjingChina
| | - Li‐Li Tang
- Department of NeurologyNanjing Hospital of Chinese Medicine affiliated to Nanjing University of Chinese MedicineNanjingChina
| | - Jin‐Ying Zhao
- Department of Neurology, Nanjing First HospitalNanjing Medical UniversityNanjingChina
| | - Song‖an Shang
- Department of Medical Imaging Center, Clinical Medical CollegeYangzhou UniversityYangzhouChina
| | - Yu‐Chen Chen
- Department of Radiology, Nanjing First HospitalNanjing Medical UniversityNanjingChina
| | - You‐Yong Tian
- Department of Neurology, Nanjing First HospitalNanjing Medical UniversityNanjingChina
| | - Ying‐Dong Zhang
- Department of Neurology, Nanjing First HospitalNanjing Medical UniversityNanjingChina
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Huang H, Yan J, Lin Y, Lin J, Hu H, Wei L, Zhang X, Zhang Q, Liang S. Brain functional activity of swallowing: A meta-analysis of functional magnetic resonance imaging. J Oral Rehabil 2023; 50:165-175. [PMID: 36437597 DOI: 10.1111/joor.13397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 11/01/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Swallowing is one of the most important activities in our life and serves the dual roles of nutritional intake and eating enjoyment. OBJECTIVE The study aimed to conduct a meta-analysis to investigate the brain activity of swallowing. METHODS Studies of swallowing using functional magnetic resonance imaging were reviewed in PubMed, Web of Science, China National Knowledge Infrastructure (CNKI), Chinese Science and Technology Periodical Database (VIP) and Wan Fang before 30 November 2021. Two authors analysed the studies for eligibility criteria. The final inclusion of studies was decided by consensus. An activation likelihood estimation (ALE) meta-analysis of these studies was performed with GingerALE, including 16 studies. RESULTS For swallowing, clusters with high activation likelihood were found in the bilateral insula, bilateral pre-central gyrus, bilateral post-central gyrus, left transverse temporal gyrus, right medial front gyrus, bilateral inferior frontal gyrus and bilateral cingulate gyrus. For water swallowing, clusters with high activation likelihood were found in the bilateral inferior frontal gyrus and the left pre-central gyrus. For saliva swallowing, clusters with high activation likelihood were found in the bilateral cingulate gyrus, bilateral pre-central gyrus, left post-central gyrus and left transverse gyrus. CONCLUSION This meta-analysis reflects that swallowing is regulated by both sensory and motor cortex, and saliva swallowing activates more brain areas than water swallowing, which would promote our knowledge of swallowing and provide some direction for clinical and other research.
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Affiliation(s)
- Haiyue Huang
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Jin Yan
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Yinghong Lin
- College of Integrated Chinese and Western Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Jiaxin Lin
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Huimin Hu
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Linxuan Wei
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Xiwen Zhang
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Qingqing Zhang
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Shengxiang Liang
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, China.,Rehabilitation Industry Institute, Fujian University of Traditional Chinese Medicine, Fuzhou, China.,Traditional Chinese Medicine Rehabilitation Research Center of State Administration of Traditional Chinese Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
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Griff JR, Langlie J, Bencie NB, Cromar ZJ, Mittal J, Memis I, Wallace S, Marcillo AE, Mittal R, Eshraghi AA. Recent advancements in noninvasive brain modulation for individuals with autism spectrum disorder. Neural Regen Res 2022; 18:1191-1195. [PMID: 36453393 PMCID: PMC9838164 DOI: 10.4103/1673-5374.360163] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Autism spectrum disorder is classified as a spectrum of neurodevelopmental disorders with an unknown definitive etiology. Individuals with autism spectrum disorder show deficits in a variety of areas including cognition, memory, attention, emotion recognition, and social skills. With no definitive treatment or cure, the main interventions for individuals with autism spectrum disorder are based on behavioral modulations. Recently, noninvasive brain modulation techniques including repetitive transcranial magnetic stimulation, intermittent theta burst stimulation, continuous theta burst stimulation, and transcranial direct current stimulation have been studied for their therapeutic properties of modifying neuroplasticity, particularly in individuals with autism spectrum disorder. Preliminary evidence from small cohort studies, pilot studies, and clinical trials suggests that the various noninvasive brain stimulation techniques have therapeutic benefits for treating both behavioral and cognitive manifestations of autism spectrum disorder. However, little data is available for quantifying the clinical significance of these findings as well as the long-term outcomes of individuals with autism spectrum disorder who underwent transcranial stimulation. The objective of this review is to highlight the most recent advancements in the application of noninvasive brain modulation technology in individuals with autism spectrum disorder.
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Affiliation(s)
- Jessica R. Griff
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Jake Langlie
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Nathalie B. Bencie
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Zachary J. Cromar
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Jeenu Mittal
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Idil Memis
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Steven Wallace
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Alexander E. Marcillo
- Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Rahul Mittal
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Adrien A. Eshraghi
- Hearing Research and Communication Disorders Laboratory, Department of Otolaryngology, Neurotology Division, University of Miami Miller School of Medicine, Miami, FL, USA,Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, USA,Department of Biomedical Engineering, University of Miami, Coral Gables, FL, USA,Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL, USA,Correspondence to: Adrien A. Eshraghi, .
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Oh JY, Lee YS, Hwang TY, Cho SJ, Jang JH, Ryu Y, Park HJ. Acupuncture Regulates Symptoms of Parkinson’s Disease via Brain Neural Activity and Functional Connectivity in Mice. Front Aging Neurosci 2022; 14:885396. [PMID: 35774113 PMCID: PMC9237259 DOI: 10.3389/fnagi.2022.885396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 05/19/2022] [Indexed: 11/13/2022] Open
Abstract
Parkinson’s disease (PD) is a multilayered progressive brain disease characterized by motor dysfunction and a variety of other symptoms. Although acupuncture has been used to ameliorate various symptoms of neurodegenerative disorders, including PD, the underlying mechanisms are unclear. Here, we investigated the mechanism of acupuncture by revealing the effects of acupuncture treatment on brain neural responses and its functional connectivity in an animal model of PD. We observed that destruction of neuronal network between many brain regions in PD mice were reversed by acupuncture. Using machine learning analysis, we found that the key region associated with the improvement of abnormal behaviors might be related to the neural activity of M1, suggesting that the changes of c-Fos in M1 could predict the improvement of motor function induced by acupuncture treatment. In addition, acupuncture treatment was shown to significantly normalize the brain neural activity not only in M1 but also in other brain regions related to motor behavior (striatum, substantia nigra pars compacta, and globus pallidus) and non-motor symptoms (hippocampus, lateral hypothalamus, and solitary tract) of PD. Taken together, our results demonstrate that acupuncture treatment might improve the PD symptoms by normalizing the brain functional connectivity in PD mice model and provide new insights that enhance our current understanding of acupuncture mechanisms for non-motor symptoms.
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Affiliation(s)
- Ju-Young Oh
- Department of Korean Medical Science, Graduate School of Korean Medicine, Kyung Hee University, Seoul, South Korea
- Studies of Translational Acupuncture Research (STAR), Acupuncture and Meridian Science Research Center (AMSRC), Kyung Hee University, Seoul, South Korea
| | - Ye-Seul Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul, South Korea
| | - Tae-Yeon Hwang
- Department of Korean Medical Science, Graduate School of Korean Medicine, Kyung Hee University, Seoul, South Korea
- Studies of Translational Acupuncture Research (STAR), Acupuncture and Meridian Science Research Center (AMSRC), Kyung Hee University, Seoul, South Korea
| | - Seong-Jin Cho
- Korean Medicine Fundamental Research Division, Korea Institute of Oriental Medicine (KIOM), Daejeon, South Korea
| | - Jae-Hwan Jang
- Department of Korean Medical Science, Graduate School of Korean Medicine, Kyung Hee University, Seoul, South Korea
- Studies of Translational Acupuncture Research (STAR), Acupuncture and Meridian Science Research Center (AMSRC), Kyung Hee University, Seoul, South Korea
| | - Yeonhee Ryu
- Korean Medicine Fundamental Research Division, Korea Institute of Oriental Medicine (KIOM), Daejeon, South Korea
| | - Hi-Joon Park
- Department of Korean Medical Science, Graduate School of Korean Medicine, Kyung Hee University, Seoul, South Korea
- Studies of Translational Acupuncture Research (STAR), Acupuncture and Meridian Science Research Center (AMSRC), Kyung Hee University, Seoul, South Korea
- *Correspondence: Hi-Joon Park
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Tomeh A, Yusof Khan AHK, Inche Mat LN, Basri H, Wan Sulaiman WA. Repetitive Transcranial Magnetic Stimulation of the Primary Motor Cortex beyond Motor Rehabilitation: A Review of the Current Evidence. Brain Sci 2022; 12:brainsci12060761. [PMID: 35741646 PMCID: PMC9221422 DOI: 10.3390/brainsci12060761] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 06/01/2022] [Accepted: 06/02/2022] [Indexed: 02/01/2023] Open
Abstract
Transcranial magnetic stimulation (TMS) has emerged as a novel technique to stimulate the human brain through the scalp. Over the years, identifying the optimal brain region and stimulation parameters has been a subject of debate in the literature on therapeutic uses of repetitive TMS (rTMS). Nevertheless, the primary motor cortex (M1) has been a conventional target for rTMS to treat motor symptoms, such as hemiplegia and spasticity, as it controls the voluntary movement of the body. However, with an expanding knowledge base of the M1 cortical and subcortical connections, M1-rTMS has shown a therapeutic efficacy that goes beyond the conventional motor rehabilitation to involve pain, headache, fatigue, dysphagia, speech and voice impairments, sleep disorders, cognitive dysfunction, disorders of consciousness, anxiety, depression, and bladder dysfunction. In this review, we summarize the latest evidence on using M1-rTMS to treat non-motor symptoms of diverse etiologies and discuss the potential mechanistic rationale behind the management of each of these symptoms.
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Affiliation(s)
- Abdulhameed Tomeh
- Department of Neurology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Malaysia; (A.T.); (A.H.K.Y.K.); (L.N.I.M.); (H.B.)
| | - Abdul Hanif Khan Yusof Khan
- Department of Neurology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Malaysia; (A.T.); (A.H.K.Y.K.); (L.N.I.M.); (H.B.)
- Malaysian Research Institute on Ageing (MyAgeingTM), Universiti Putra Malaysia, Serdang 43400, Malaysia
| | - Liyana Najwa Inche Mat
- Department of Neurology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Malaysia; (A.T.); (A.H.K.Y.K.); (L.N.I.M.); (H.B.)
| | - Hamidon Basri
- Department of Neurology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Malaysia; (A.T.); (A.H.K.Y.K.); (L.N.I.M.); (H.B.)
| | - Wan Aliaa Wan Sulaiman
- Department of Neurology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Malaysia; (A.T.); (A.H.K.Y.K.); (L.N.I.M.); (H.B.)
- Malaysian Research Institute on Ageing (MyAgeingTM), Universiti Putra Malaysia, Serdang 43400, Malaysia
- Correspondence: ; Tel.: +60-3-9769-5560
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