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Clustering-based subgroups of type 2 diabetes mellitus and their associations with diabetes remission after bariatric surgery
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作者 Congling Chen Guanda Lu +9 位作者 Zhen Ying Yutong Chen Wenhuan Feng Manna Zhang Mengyi Li Yang Liu Zhongtao Zhang Xiaoying Li Ying Chen Peng Zhang 《Chinese Medical Journal》 2026年第1期145-147,共3页
To the Editor:Obesity is a pivotal risk factor for type 2 diabetes mellitus(T2DM),and its frequent co-occurrence has contributed to increased morbidity and mortality worldwide.Bariatric surgery represents an effective... To the Editor:Obesity is a pivotal risk factor for type 2 diabetes mellitus(T2DM),and its frequent co-occurrence has contributed to increased morbidity and mortality worldwide.Bariatric surgery represents an effective intervention for obese patients with diabetes.However,the extent of postoperative diabetes remission varies considerably across individuals.Current predictive scoring models are derived from variables identified through univariate analyses,which may insufficiently capture the heterogeneity of T2DM and are limited in their ability to discriminate among distinct diabetes subgroups.In contrast,clustering-based approaches offer a more integrative,phenotype-driven classification system that may better inform surgical outcomes.A well-established clustering framework classifies T2DM into four subtypes:severe insulin-resistant diabetes(SIRD),mild age-related diabetes(MARD),severe insulin-deficient diabetes(SIDD),and mild obesity-related diabetes(MOD).These subtypes differ in clinical presentation,complication risks,and response to pharmacologic treatments,suggesting their potential for guiding individualized treatment.While this classification has been initially investigated in European populations undergoing bariatric surgery,its relevance and applicability in Chinese diabetic patients undergoing surgery remain unexplored.Ethnic differences are known to influence diabetes phenotypes and treatment response.In the Chinese population,T2DM develops at a lower body mass index(BMI),often accompanied by intrinsic β-cell dysfunction,increased visceral adiposity,and heightened insulin resistance. 展开更多
关键词 SUBGROUPS obesity type diabetes mellitus CLUSTERING univariate analyseswhich diabetes remission type diabetes mellitus t dm predictive scoring models
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Immunogenic relationship mapping supports a minimal-set trivalent vaccine strategy for broad sarbecovirus protection
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作者 Yeqing Sun Ziqi Cheng +5 位作者 Xi Wu Yunbo Bai Lina Zhao Hongyu Xiang Weijin Huang Jianhui Nie 《Signal Transduction and Targeted Therapy》 2026年第3期1547-1555,共9页
Major outbreaks of severe acute respiratory syndrome(SARS)and coronavirus disease 2019(COVID-19),together with the continuous risk of zoonotic spillover of animal sarbecoviruses,underscore the urgent need for vaccines... Major outbreaks of severe acute respiratory syndrome(SARS)and coronavirus disease 2019(COVID-19),together with the continuous risk of zoonotic spillover of animal sarbecoviruses,underscore the urgent need for vaccines that confer broad protection across the sarbecovirus subgenus.Current immunogen selection strategies for pansarbecovirus vaccine development predominantly rely on phylogenetic or spike sequence conservation analyses,which often fail to accurately predict the breadth of cross-neutralization.To overcome this limitation,we systematically evaluated cross-neutralization profiles among 25 representative sarbecoviruses from clades 1 and 3 via guinea pig antisera individually raised against full-length spike proteins in pseudovirus neutralization assays while excluding clade 2 viruses lacking known receptor usage.Neutralization profiling revealed four distinct immunogenic clusters that diverged from traditional phylogenetic relationships.Antisera induced by the palm civet-derived SARS-CoV-1 strain SZ1 broadly neutralized all clade 1a viruses,whereas full coverage of clade 1b viruses required at least two distinct immunogens.Remarkably,sera elicited by multiple clade 1 immunogens also neutralized clade 3 viruses despite no prior exposure to clade 3 antigens.Guided by these findings,we proposed a minimal trivalent immunogen combination—SZ1,SARS-CoV-2,and PCoV-GX—that elicited broad neutralization against both clade 1 and clade 3.This rational approach eliminates the need for additional clade 3-specific antigens and provides a preclinical framework for developing next-generation pansarbecovirus vaccines. 展开更多
关键词 animal sarbecovirusesunderscore spike sequence conservation analyseswhich immunogen selection strategies sarbecovirus protection zoonotic spillover trivalent vaccine strategy coronavirus disease severe acute respiratory syndrome sars
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