金属有机框架用于木质纤维素转化为中链脂肪酸的综述：合成、催化、生物转化与分离
本综述评估金属有机框架（MOF）在木质纤维素转化为中链脂肪酸（C6–C8）各环节中的阶段性作用，认为MOF并非通用平台，而应按工艺物流分段匹配使用；早期直接研究提示MOF辅助的链延长可提高己酸产量，但从真实发酵液中选择性、可重复地回收C6–C8仍证据不足。 研究类型为综述，非原始
脊柱信息学中预测建模、影像与电子病历决策支持的整合综述
结论：叙述性综述提示，AI驱动的脊柱生物医学信息学在诊断准确性、预后判断与个体化决策方面具有较大潜力，但多处于开发或早期验证阶段，尚不足以下结论认为可常规临床使用。 设计：叙述性综述，经定向PubMed检索选取文献，覆盖深度学习影像分析、影像组学、电子病历自然语言处理与临床决策支
冷水浸泡运动后恢复的重叠感知伞状综述
结论：在综述级证据中，冷水浸泡与运动后短期自报延迟性肌肉酸痛（DOMS）的降低关联最为一致，但效应临床重要性仍不确定；对客观运动表现与炎症指标不支持统一获益。属证据支持但强度有限。 设计：伞状综述，检索PubMed、Web of Science、SPORTDiscus、Cochr
Restoring Landscapes: A Structured Dataset of Forest Restoration Projects and Initiatives in Spain
ABSTRACT This dataset provides the first centralized compilation of forest restoration and adaptation projects in Spain, developed within th
AI-Driven Discovery Pipeline Identifies Carvedilol as a Novel Partial Agonist of THRβ
Abstract Thyroid hormone receptor beta (THRβ) is a key therapeutic target for metabolic dysfunction-associated steatotic liver disease and d
Self-extending DNA recording with stochastic and programmed writing
Recording cellular histories requires continued information accumulation while retaining earlier records. Infinite Printer couples DNA self-
Drug Gene-Set Analysis Identifies Established and Emerging Therapeutic Mechanisms
Developing novel disease therapies is challenging, especially for central nervous system (CNS) disorders, which have a clinical approval rat
Bioinspired microactuators fabricated via one-step meniscus-guided 3D nanoprinting
Abstract We introduce a bioinspired microactuator fabricated via a one-step meniscus-guided 3D nanoprinting technique. This technique direct
Floquet-ADAPT-VQE: A Quantum Algorithm to Simulate Non-Equilibrium Physics in Periodically Driven Systems
Periodically driven quantum systems exhibit many fascinating phenomena absent in equilibrium systems, but their simulation is more challengi
Transformed Linear Prediction for Extremes
ABSTRACT We address the problem of prediction for extreme observations by proposing an extremal linear prediction method. We construct an in
