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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Ruiying Zhang

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Open access Aug 2026

Causal link between polymyositis and idiopathic pulmonary fibrosis in individuals of European ancestry

Polymyositis (PM), an autoimmune muscle disorder, often leads to interstitial lung disease (ILD), including idiopathic pulmonary fibrosis (IPF). However, causality and mechanisms are unclear. This study aimed to investigate the causal effect of PM on IPF risk, identify potential mediating biomarkers through multi-omics...

Miaomiao Chen, Xia Tong, Ruiying Zhang et al. · 0 citations

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