{"title":"前额叶皮层转录组反褶积与帕金森病单核细胞浸润有关。","authors":"Sai Batchu","doi":"10.1159/000510218","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Although not considered a primary cause, neuroinflammation is associated with many neurodegenerative disorders, including Parkinson's disease (PD).</p><p><strong>Methods: </strong>To elucidate potential immune involvement in PD, the present study imputed immune cell abundances from bulk RNA-sequencing transcriptomic data of PD postmortem prefrontal cortices. CIBERSORTx, an RNA deconvolution algorithm that implements support vector regression, was used to measure the relative abundances of immune cells from a previously published gene expression dataset. Through this machine-learning approach, relative proportions of 22 immune cell subtypes present in the original brain tissue were estimated.</p><p><strong>Results: </strong>Prefrontal cortices from PD patients exhibited significantly higher relative abundances of monocytes compared to neuropathologically normal controls (p value = 0.0005). The relative proportions of the other 21 immune subtypes showed no significant differences between control and PD samples.</p><p><strong>Conclusion and discussion: </strong>The findings corroborate previous reports and suggest monocytes may be involved in PD pathogenesis.</p>","PeriodicalId":19115,"journal":{"name":"Neurodegenerative Diseases","volume":"20 2-3","pages":"110-112"},"PeriodicalIF":1.9000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7864855/pdf/nihms-1615649.pdf","citationCount":"0","resultStr":"{\"title\":\"Prefrontal Cortex Transcriptomic Deconvolution Implicates Monocyte Infiltration in Parkinson's Disease.\",\"authors\":\"Sai Batchu\",\"doi\":\"10.1159/000510218\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Although not considered a primary cause, neuroinflammation is associated with many neurodegenerative disorders, including Parkinson's disease (PD).</p><p><strong>Methods: </strong>To elucidate potential immune involvement in PD, the present study imputed immune cell abundances from bulk RNA-sequencing transcriptomic data of PD postmortem prefrontal cortices. CIBERSORTx, an RNA deconvolution algorithm that implements support vector regression, was used to measure the relative abundances of immune cells from a previously published gene expression dataset. Through this machine-learning approach, relative proportions of 22 immune cell subtypes present in the original brain tissue were estimated.</p><p><strong>Results: </strong>Prefrontal cortices from PD patients exhibited significantly higher relative abundances of monocytes compared to neuropathologically normal controls (p value = 0.0005). The relative proportions of the other 21 immune subtypes showed no significant differences between control and PD samples.</p><p><strong>Conclusion and discussion: </strong>The findings corroborate previous reports and suggest monocytes may be involved in PD pathogenesis.</p>\",\"PeriodicalId\":19115,\"journal\":{\"name\":\"Neurodegenerative Diseases\",\"volume\":\"20 2-3\",\"pages\":\"110-112\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2020-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7864855/pdf/nihms-1615649.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Neurodegenerative Diseases\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1159/000510218\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2020/9/25 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neurodegenerative Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1159/000510218","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2020/9/25 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
Prefrontal Cortex Transcriptomic Deconvolution Implicates Monocyte Infiltration in Parkinson's Disease.
Introduction: Although not considered a primary cause, neuroinflammation is associated with many neurodegenerative disorders, including Parkinson's disease (PD).
Methods: To elucidate potential immune involvement in PD, the present study imputed immune cell abundances from bulk RNA-sequencing transcriptomic data of PD postmortem prefrontal cortices. CIBERSORTx, an RNA deconvolution algorithm that implements support vector regression, was used to measure the relative abundances of immune cells from a previously published gene expression dataset. Through this machine-learning approach, relative proportions of 22 immune cell subtypes present in the original brain tissue were estimated.
Results: Prefrontal cortices from PD patients exhibited significantly higher relative abundances of monocytes compared to neuropathologically normal controls (p value = 0.0005). The relative proportions of the other 21 immune subtypes showed no significant differences between control and PD samples.
Conclusion and discussion: The findings corroborate previous reports and suggest monocytes may be involved in PD pathogenesis.
期刊介绍:
''Neurodegenerative Diseases'' is a bimonthly, multidisciplinary journal for the publication of advances in the understanding of neurodegenerative diseases, including Alzheimer''s disease, Parkinson''s disease, amyotrophic lateral sclerosis, Huntington''s disease and related neurological and psychiatric disorders.