Aug 2026· Fluids and Barriers of the CNS· 0 citations
Abstract
Choroid plexus dysfunction has been proposed to reduce CSF production and impair brain solute clearance, but the in vivo consequences of sustained clearance failure for biomarker profiles and disease mechanisms remain poorly defined. We examined Skogholt’s disease, a rare, maternally inherited neurodegenerative syndrome as a natural human model to test whether primary choroid plexus failure can reshape CSF dynamics and biomarker profiles independently of overt neurodegeneration.
Multimodal assessment of 40 individuals (mean age 57.8 years; 16 affected individuals and 24 controls) was used to evaluate clearance dynamics, diffusion properties, and CSF–plasma biomarker relationships, including model-free analysis of dynamic contrast-enhanced MRI washout of the choroid plexus.
We observed convergent evidence for a choroid plexus-centred clearance defect. Affected individuals had markedly reduced choroid plexus volume (Cohen’s |d| = 2.64) and prolonged contrast washout (time-above-half-peak |d| = 4.9) without cerebral parenchymal blood–brain barrier disruption. Diffusion MRI showed widespread reductions in mean diffusivity (|d| ≈ 1.0 in white matter; 0.85–0.89 in cortex), opposite to changes typical of neurodegeneration. CSF tau, amyloid β species, β-trace, neurofilament light and glial fibrillary acidic protein were elevated up to 12-fold, whereas plasma levels were normal or reduced, indicating marked CSF–plasma dissociation. Directional trace-metal shifts suggested impaired ATP-dependent transport. Mitochondrial genome sequencing identified a rare homoplasmic
MT-RNR2
(m.1681G > A) variant that segregates with disease and is absent as a homoplasmic variant in public mitochondrial reference datasets. The variant localises to a highly conserved structural element of the mitochondrial 16S ribosomal RNA, supporting its candidacy as a pathogenic variant pending functional validation.
These findings provide in vivo evidence for choroid plexus dysfunction in a maternally inherited disorder with convergent evidence supporting a mitochondrial aetiology, associated with reduced CSF production and impaired blood–CSF barrier transport, substantially altering biomarker profiles in the absence of cortical atrophy or blood–brain barrier disruption. Elevated CSF but normal or low plasma neurodegeneration markers most parsimoniously reflect impaired CSF-to-blood clearance, highlighting a clearance-sensitive dimension of biomarker biology. Dynamic contrast-enhanced MRI choroid plexus washout and CSF–plasma coupling emerge as complementary in vivo markers of clearance capacity. This syndrome may represent a prototype of disorders defined by primary CSF clearance failure rather than neuronal degeneration.
This study constructed a pH-responsive P-TN/SF@Fe-Cur composite coating that demonstrated significant anti-infective, anti-inflammatory, antioxidant, pro-angiogenic, and pro-osteogenic effects in rat subcutaneous infection and femoral defect models.
ProteinReasoner is developed, a multimodal generative protein foundation model that sequentially connects amino acid sequence, evolutionary constraints and three-dimensional structure within a shared autoregressive architecture and suggests a general route towards reasoning across interdependent representations in other scientific domains.
Chaozhong Liu, Linlin Chao, Shaomin Ji et al.· bioRxiv· 1 citation
Due to its importance and wide adoption, wheat cultivation is promptly required to shift towards sustainable practices, reducing the dependency on chemical components. Among bio-based solutions aimed at securing the sustainability of wheat cultivation, biostimulants offer a versatile platform of eco-friendly tools assuring sustainability and profitability. Microalgae present a concrete example of a biostimulant source due to their richness in metabolites and high value products. Therefore, this study evaluated the biostimulant potential of eleven eco-extracts prepared from soil-isolated microalgae strains. Eco-extracts applied via soil drench at low dose (0.1 g/L) were investigated for their biostimulant effects on wheat growth, physiology, yield, and quality under controlled conditions. Results demonstrated significant ameliorations in treated plants as compared to the control, with no phytoinhibitory effects. Remarkable enhancements were notable in growth parameters such as shoot and root lengths (+40-70%), physiological traits such as total chlorophyll and stomatal conductance (+7-52%), yield components in the example of grain number per spike and thousand grain weight (+17-103%), and grain quality namely protein and polyphenol content (+2-fold to 4-fold). Similarly, phosphorus accumulation and uptake were significantly improved, while soil physicochemical status was ameliorated, indicating enhanced fertility. Multivariate analysis and composite index ranking marked Chlorella sp. GA18, Chlorella sp. GA65, Scenedesmus sp. GA69, and Chlorococcum sp. GA63 as eco-extracts with consistent performances across all plant traits. These findings highlighted the promising potential of integrating microalgae-based eco-friendly extracts in sustainable wheat cultivation.
Amer Chabili, Z. Hakkoum, F. Minaoui et al.· Plant Science· 1 citation
Effective control of fluid flows is critical across transportation, energy and medicine, where it can increase lift, reduce drag, enhance mixing and attenuate noise1-3. Yet fluids are notoriously difficult to control because they involve high-dimensional, nonlinear and multiscale dynamics that resist conventional approaches4-6. Reinforcement learning has driven remarkable progress in fields such as protein folding and complex games, which have shared benchmarks and standardized environments7-10. Fluid dynamics has lacked such infrastructure, so each controller is typically tuned to a single geometry and operating condition, making progress difficult to accumulate, transfer and compare11-13. Here we introduce HydroGym, a solver-independent reinforcement learning platform providing more than 60 validated, openly available flow control environments spanning from canonical laminar flows to complex turbulent flows, with systematic progression in the Reynolds number up to Re = 4 × 105, and Mach number variations in two and three dimensions. Across these environments, agents repeatedly discover robust control principles, including boundary layer manipulation, disruption of acoustic feedback and reorganization of turbulent wakes. Critically, we demonstrate a proof of concept for zero-shot transfer, in which agents that are trained exclusively in inexpensive surrogate environments are deployed to challenging real-world scenarios such as a three-dimensional wing section. We achieve a 38% reduction in local skin friction while reducing exploration costs by four orders of magnitude compared with direct on-wing optimization. As this transfer exploits shared near-wall physics, the breadth of generalization remains open, suggesting a new pathway for research toward policy generalization across computationally prohibitive simulation environments. By offering a common, extensible foundation for reproducible research, HydroGym moves flow control from isolated case studies toward a cohesive community effort.
Christian Lagemann, Sajeda Mokbel, Miro Gondrum et al.· Nature· 1 citation
ABSTRACT Microplastics (MPs) accumulation in ecosystem and human organs poses urgent environmental and health risks, yet few enzymes efficiently degrade polyethylene terephthalate (PET) under physiological conditions. We leveraged deep learning to mine unexplored sequence space across 246 million proteins, discovering AhPETase, an evolutionarily distinct hydrolase with low homology (<50% sequence identity) to known PET‐degrading enzymes. This noncanonical biocatalyst efficiently depolymerizes PET at 37°C, outperforming all typical PETases and achieving a 7.76‐fold enhancement over IsPETase, one of the most representative mesophilic PETases. Additionally, engineered variant AhPETaseM1 retains functional activity for over 20 days under physiological conditions and can degrade post‐consumer PET MPs 34‐fold faster than recombinant human‐derived enzyme MG8 (rMG8) under equal enzyme loading. Critically, it reversed PET‐induced toxicity in human lung and colon cells, establishing the first proof‐of‐concept for enzymatic MPs detoxification.
Yuxuan Wang, Shijie He, Yuheng Chang et al.· Advancement of science· 0 citations
Current evidence linking mitochondrial dysfunction, ER stress, and ER-mitochondrial crosstalk to the pathogenesis of chronic pain is summarized and their potentials as therapeutic targets are discussed.
A. Yadawa, Sufang Liu, F. Tao· Brain Science· 0 citations