Light reveals the invisible: AI decode optical fiber “growth rings” for perfect shapes
Peer-Reviewed Publication
Updates every hour. Last Updated: 29-Oct-2026 21:16 ET (30-Oct-2026 01:16 GMT/UTC)
Researchers have developed an innovative method that uses light and artificial intelligence (AI) to measure and control the fabrication of ultra-thin optical fibers in real time. By interpreting light interference patterns—akin to reading the growth rings of a tree—the system reconstructs the fiber's entire shape with nanometer precision. This breakthrough enables intelligent, precise manufacturing crucial for next-generation photonic devices in communications, computing, and sensing.
Ependymoma is a central nervous system tumor that occurs primarily in children and can arise in the supratentorial region, posterior fossa, or spinal cord. Although molecular classification has substantially improved disease stratification and prognostic assessment, the metabolic phenotypes associated with the major pediatric subtypes have remained poorly defined. Because pediatric ependymoma is rare, assembling a cohort that spans multiple molecularly defined subtypes for systematic metabolic comparison is itself challenging.
How does the innate immune system distinguish pathogens from self-components while avoiding excessive immune response and inflammation? Toll-like receptors (TLRs) have provided the answer to this central question over four decades of research. This review synthesizes the multilayered and interactive regulatory mechanisms—from post-translational modifications to phase separation—that ensure balanced TLR signaling, and explores the translational promise of targeting these pathways in infectious diseases, autoimmune diseases, cancer, and inflammatory aging.
A multicenter study found that the advanced lung cancer inflammation index (ALI) predicts outcomes in acute ischemic stroke patients receiving thrombolysis. Lower ALI levels were strongly linked to poorer functional recovery, with a non-linear J-shaped relationship and a threshold effect. Derived from routine clinical measures, ALI offers a simple, accessible biomarker for early risk stratification.
A zebrafish study shows that the gene nexmifb is essential for spinal motor neuron development. Its loss reduces motor neurons and axon growth without causing cell death, primarily by downregulating the axon guidance gene efna5b. Restoring efna5b partially rescues these defects, confirming nexmifb acts through efna5b.
How cells precisely control the timing of mRNA activation during differentiation is a longstanding question in molecular biology. In this study, researchers uncovered the MX-H pathway and MXL vesicles as the machinery responsible for removing inhibitory RNA-binding proteins and unleashing stored mRNAs at the right moment for sperm maturation. Importantly, the team found that this germ cell-specific system is hijacked by gastric cancer to promote tumor growth. These findings not only illuminate a fundamental regulatory mechanism in development but also identify a promising new target for selective cancer therapy.
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