神经影像学
磷酸戊糖途径
代谢组学
医学
神经科学
败血症
精密医学
充氧
计算机科学
代谢活性
生物医学中的光声成像
人脑
血液氧合
从长凳到床边
光学成像
神经科学家
功能成像
代谢网络
糖酵解
神经生理学
氧饱和度
深度学习
适应性进化
个性化医疗
计算生物学
系统生物学
生物标志物
作者
Cong Mai,Xiaoxuan Zhong,Xiaoran Huang,Huan Cheng,Huifang Wang,Xin Qi,Yongji Cui,Yukai Xu,Haoying Lan,Xue Bai,Yizhi Liang,Long Jin,Bai‐Ou Guan,Xin Li
标识
DOI:10.1109/tmi.2025.3637090
摘要
Sepsis-induced brain dysfunction (SIBD), a critical determinant of mortality and long-term neurological sequelae in sepsis patients. The mechanistic understanding of SIBD has been limited by conventional single-modality approaches, which fail to capture the complex oxygenation-metabolism interplay. Here, we present an integrated photoacoustic-metabolomic platform that combines high-resolution photoacoustic imaging with targeted metabolomics to comprehensively assess cerebral oxygenation and metabolic alterations during sepsis. Our imaging system provides high spatiotemporal resolution, enabling mapping of key parameters, including cerebral oxygen saturation (sO2), oxygen extraction fraction (OEF), and the spatial heterogeneity of oxygen metabolism. By integrating these imaging capabilities with region-specific metabolomic profiling, we uncover a dynamic relationship between sepsis-driven oxygenation disruptions and metabolic reprogramming. Specifically, we demonstrate that sepsis induces heterogeneous cortical hypoxia, dysregulated OEF dynamics, and a metabolic shift marked by enhanced glycolysis and suppressed pentose phosphate pathway activity in high-OEF regions. This multimodal platform not only advances our understanding of the pathophysiology of SIBD but also offers a powerful tool for early diagnosis, personalized therapeutic strategies, highlighting the promise in bedside monitoring and precision medicine applications in sepsis management.
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