6
views
0
recommends
+1 Recommend
0 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: found
      Is Open Access

      Comprehensive analysis of genetic associations and single-cell expression profiles reveals potential links between migraine and multiple diseases: a phenome-wide association study

      research-article

      Read this article at

      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          Migraine is a common neurological disorder that affects more than one billion people worldwide. Recent genome-wide association studies have identified 123 genetic loci associated with migraine risk. However, the biological mechanisms underlying migraine and its relationships with other complex diseases remain unclear. We performed a phenome-wide association study (PheWAS) using UK Biobank data to investigate associations between migraine and 416 phenotypes. Mendelian randomization was employed using the IVW method. For loci associated with multiple diseases, pleiotropy was tested using MR-Egger. Single-cell RNA sequencing data was analyzed to profile the expression of 73 migraine susceptibility genes across brain cell types. qPCR was used to validate the expression of selected genes in microglia. PheWAS identified 15 disorders significantly associated with migraine, with one association detecting potential pleiotropy. Single-cell analysis revealed elevated expression of seven susceptibility genes (including ZEB2, RUNX1, SLC24A3, ANKDD1B, etc.) in brain glial cells. And qPCR confirmed the upregulation of these genes in LPS-treated microglia. This multimodal analysis provides novel insights into the link between migraine and other diseases. The single-cell profiling suggests the involvement of specific brain cells and molecular pathways. Validation of gene expression in microglia supports their potential role in migraine pathology. Overall, this study uncovers pleiotropic relationships and the biological underpinnings of migraine susceptibility.

          Related collections

          Most cited references43

          • Record: found
          • Abstract: found
          • Article: found
          Is Open Access

          Global, regional, and national burden of neurological disorders, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

          Summary Background Neurological disorders are increasingly recognised as major causes of death and disability worldwide. The aim of this analysis from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2016 is to provide the most comprehensive and up-to-date estimates of the global, regional, and national burden from neurological disorders. Methods We estimated prevalence, incidence, deaths, and disability-adjusted life-years (DALYs; the sum of years of life lost [YLLs] and years lived with disability [YLDs]) by age and sex for 15 neurological disorder categories (tetanus, meningitis, encephalitis, stroke, brain and other CNS cancers, traumatic brain injury, spinal cord injury, Alzheimer's disease and other dementias, Parkinson's disease, multiple sclerosis, motor neuron diseases, idiopathic epilepsy, migraine, tension-type headache, and a residual category for other less common neurological disorders) in 195 countries from 1990 to 2016. DisMod-MR 2.1, a Bayesian meta-regression tool, was the main method of estimation of prevalence and incidence, and the Cause of Death Ensemble model (CODEm) was used for mortality estimation. We quantified the contribution of 84 risks and combinations of risk to the disease estimates for the 15 neurological disorder categories using the GBD comparative risk assessment approach. Findings Globally, in 2016, neurological disorders were the leading cause of DALYs (276 million [95% UI 247–308]) and second leading cause of deaths (9·0 million [8·8–9·4]). The absolute number of deaths and DALYs from all neurological disorders combined increased (deaths by 39% [34–44] and DALYs by 15% [9–21]) whereas their age-standardised rates decreased (deaths by 28% [26–30] and DALYs by 27% [24–31]) between 1990 and 2016. The only neurological disorders that had a decrease in rates and absolute numbers of deaths and DALYs were tetanus, meningitis, and encephalitis. The four largest contributors of neurological DALYs were stroke (42·2% [38·6–46·1]), migraine (16·3% [11·7–20·8]), Alzheimer's and other dementias (10·4% [9·0–12·1]), and meningitis (7·9% [6·6–10·4]). For the combined neurological disorders, age-standardised DALY rates were significantly higher in males than in females (male-to-female ratio 1·12 [1·05–1·20]), but migraine, multiple sclerosis, and tension-type headache were more common and caused more burden in females, with male-to-female ratios of less than 0·7. The 84 risks quantified in GBD explain less than 10% of neurological disorder DALY burdens, except stroke, for which 88·8% (86·5–90·9) of DALYs are attributable to risk factors, and to a lesser extent Alzheimer's disease and other dementias (22·3% [11·8–35·1] of DALYs are risk attributable) and idiopathic epilepsy (14·1% [10·8–17·5] of DALYs are risk attributable). Interpretation Globally, the burden of neurological disorders, as measured by the absolute number of DALYs, continues to increase. As populations are growing and ageing, and the prevalence of major disabling neurological disorders steeply increases with age, governments will face increasing demand for treatment, rehabilitation, and support services for neurological disorders. The scarcity of established modifiable risks for most of the neurological burden demonstrates that new knowledge is required to develop effective prevention and treatment strategies. Funding Bill & Melinda Gates Foundation.
            Bookmark
            • Record: found
            • Abstract: found
            • Article: not found

            The pathophysiology of migraine: implications for clinical management

            The understanding of migraine pathophysiology is advancing rapidly. Improved characterisation and diagnosis of its clinical features have led to the view of migraine as a complex, variable disorder of nervous system function rather than simply a vascular headache. Recent studies have provided important new insights into its genetic causes, anatomical and physiological features, and pharmacological mechanisms. The identification of new migraine-associated genes, the visualisation of brain regions that are activated at the earliest stages of a migraine attack, a greater appreciation of the potential role of the cervical nerves, and the recognition of the crucial role for neuropeptides are among the advances that have led to novel targets for migraine therapy. Future management of migraine will have the capacity to tailor treatments based on the distinct mechanisms of migraine that affect individual patients.
              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              Migraine: epidemiology and systems of care

                Bookmark

                Author and article information

                Contributors
                Role: Role: Role: Role: Role:
                Role: Role: Role: Role: Role:
                Role: Role: Role: Role:
                Role: Role: Role: Role:
                Role: Role: Role: Role:
                URI : https://loop.frontiersin.org/people/2559889/overviewRole: Role: Role: Role:
                URI : https://loop.frontiersin.org/people/2518573/overviewRole: Role: Role: Role:
                Journal
                Front Neurol
                Front Neurol
                Front. Neurol.
                Frontiers in Neurology
                Frontiers Media S.A.
                1664-2295
                07 February 2024
                2024
                : 15
                : 1301208
                Affiliations
                [1] 1Nanjing University of Chinese Medicine , Nanjing, China
                [2] 2Traditional Chinese Medicine Hospital of Yulin , Yulin, China
                [3] 3Guangxi Medical University , Nanning, China
                [4] 4Hubei University of Chinese Medicine , Wuhan, China
                [5] 5Shanghai University of Traditional Chinese Medicine , Shanghai, China
                Author notes

                Edited by: Elisa Rubino, University Hospital of the City of Health and Science of Turin, Italy

                Reviewed by: Shulu Luo, Sun Yat-sen University, China

                Ngan Pan Bennett Au, University of Portsmouth, United Kingdom

                Marta Waliszewska-Prosół, Wroclaw Medical University, Poland

                *Correspondence: Lizhong Guo, 502065399@ 123456qq.com

                These authors have contributed equally to this work

                Article
                10.3389/fneur.2024.1301208
                10879407
                38385040
                7b4934da-386c-45d0-a802-099eb2e0b7b3
                Copyright © 2024 Ouyang, Huang, Liu, Xie, Chen, Su and Guo.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 08 October 2023
                : 19 January 2024
                Page count
                Figures: 3, Tables: 0, Equations: 0, References: 43, Pages: 7, Words: 5257
                Funding
                Funded by: 2023 Special Fund Project for Inheritance and Development of Traditional Chinese Medicine in Guangxi Zhuang Autonomous Region
                Funded by: Guangxi Medical Service and Security Ability
                Funded by: Guangxi Key Research Laboratory of Traditional Chinese Medicine Construction Project
                The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was supported by the 2023 Special Fund Project for Inheritance and Development of Traditional Chinese Medicine in Guangxi Zhuang Autonomous Region [Guangxi Traditional Chinese Medicine Development (2023) No. 1], 2023 Fund Project for the Improvement of Guangxi Medical Service and Security Ability [Guizhong Medical Development (2023) No. 2], and the Guangxi Key Research Laboratory of Traditional Chinese Medicine Construction Project [Guangxi Traditional Chinese Medicine Science and Education Development (2023) No. 9].
                Categories
                Neurology
                Original Research
                Custom metadata
                Headache and Neurogenic Pain

                Neurology
                migraine,microglia,phenome-wide association study,single-cell rna sequencing,genetic association study,susceptibility gen

                Comments

                Comment on this article