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Gut Microbiome Signatures in Multiple Sclerosis: A Case-Control Study with Machine Learning and Global Data Integration.

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第一作者： Margarita V,Neklesova

第一单位： Institute of Cytology of the Russian Academy of Sciences, 194064 St. Petersburg, Russia.;Novabiom, 191119 St. Petersburg, Russia.

作者： Margarita V,Neklesova ^[1] ; Karine S,Sogomonyan ^[2] ; Ivan A,Golovkin ^[3] ; Nikolay I,Shirokiy ^[3] ; Sofia O,Vershinina ^[2] ; Sofia A,Tsvetikova ^[2] ; Julia E,Korzhova ^[4] ; Mariya N,Zakharova ^[4] ; Elena V,Gnedovskaya ^[4]

作者单位： Institute of Cytology of the Russian Academy of Sciences, 194064 St. Petersburg, Russia.;Novabiom, 191119 St. Petersburg, Russia. ^[1] Novabiom, 191119 St. Petersburg, Russia. ^[2] Novabiom, 191119 St. Petersburg, Russia.;Faculty of Life Science, ITMO University, 191002 St. Petersburg, Russia. ^[3] Research Center of Neurology, 125367 Moscow, Russia. ^[4]

关键词 16S rRNA gene sequencing Light Gradient Boosting Machine classifier gut microbiome gut microbiota machine learning multiple sclerosis

DOI 10.3390/biomedicines13081806

PMID 40868061

发布时间 2025-09-14

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Gut Microbiome Signatures in Multiple Sclerosis: A Case-Control Study with Machine Learning and Global Data Integration.

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