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Reply: Muscle abnormalities in Long COVID
Health system performance on greenhouse gas emissions, climate change and development status in 38 OECD countries
Abstract Health systems must solve two climate-related problems simultaneously: mitigate their greenhouse gas emissions and adapt to additional patient loads associated with climate-induced demands for care from weather sequalae and vector-borne diseases. We aimed to benchmark the mitigation and adaptive efforts of OECD member countries compared with their health system performance. We used Multidimensional Scaling and Hierarchical Cluster Analysis to group all 38 OECD member countries as at January 2024. Clusters were defined according to greenhouse gases per capita, vulnerability to climate change and the United Nations’ Human Development Index. Post hoc analyses compared each cluster’s performance to the OECD’s Health Care Quality Indicators. The countries fell into five profiles: Vulnerable low emitters; Vulnerable aspiring; Middle of the road; Robust aspiring; and Goldilocks zone. Post-hoc analyses revealed strong links between the profiles and health system performance. Characterising countries in a five-dimensional model may help policymakers to share benchmarked country-level information, devise ways to support resilient care practices, better target healthcare investments, and improve access to needed care.
Double-strand break repair pathways differentially affect processing and transduction by dual AAV vectors
Abstract Recombinant adeno-associated viral vectors (rAAV) are a powerful tool for gene delivery but have a limited DNA carrying capacity. Efforts to expand this genetic payload have focused on engineering the vector components, such as dual trans-splicing vectors which double the delivery size by exploiting the natural concatenation of rAAV genomes in host nuclei. We hypothesized that inefficient dual vector transduction could be improved by modulating host factors which affect concatenation. Since factors mediating concatenation are not well defined, we performed a genome-wide screen to identify host cell regulators. We discover that Homologous Recombination (HR) is inhibitory to dual vector transduction. We demonstrate that depletion or inhibition of HR factors BRCA1 and Rad51 significantly increase reconstitution of a large split transgene by increasing both concatenation and expression from rAAVs. Our results define roles for DNA damage repair in rAAV transduction and highlight the potential for pharmacological intervention to increase genetic payload of rAAV vectors.
An experimental study and prediction of dynamic deformation of wind turbine blade based on DIC
Author Correction: Orthogonal and multiplexable genetic perturbations with an engineered prime editor and a diverse RNA array
Deliod a lightweight detection model for intestinal organoids based on deep learning
Benchmarking the translational potential of spatial gene expression prediction from histology
Abstract Spatial transcriptomics has enabled the quantification of gene expression at spatial coordinates across a tissue, offering crucial insights into molecular underpinnings of diseases. In light of this, several methods predicting spatial gene expression from paired histology images have provided the opportunity to enhance the utility of obtainable and cost-effective haematoxylin-and-eosin-stained histology images. To this end, we conduct a comprehensive benchmarking study encompassing eleven methods for predicting spatial gene expression with histology images. These methods are reproduced and evaluated using five Spatially Resolved Transcriptomics datasets, followed by external validation using The Cancer Genome Atlas data. Our evaluation incorporates diverse metrics which capture the performance of predicted gene expression, model generalisability, translational potential, usability and computational efficiency of each method. Our findings demonstrate the capacity of the methods to predict spatial gene expression from histology and highlight areas that can be addressed to support the advancement of this emerging field.
Thin-layer modeling, drying parameters, and techno-enviro-economic analysis of a solar dried salted tilapia fish fillets
Abstract This study focused on the development of an indirect forced solar dryer that incorporates a three-sided flat plate solar collector (TSFPSC) specifically designed for increasing thermal efficiency, and the system used for drying salted tilapia fish fillets (STFF). The investigation analyzed three fillet thicknesses—4 mm, 8 mm, and 12 mm, employing both open sun drying (OSD) and the developed solar dryer (DSD), with a constant airspeed of 0.5 m/s. The research additionally developed thin-layer drying models (TLDM), assessed drying parameters, and performed an extensive techno-enviro-economic analysis. Results showed that the initial and final moisture content (MC) (w.b. %) of the STFF were 74.83 and 18.84%, respectively, and reached the equilibrium MC after 16–20.5 h for the DSD and 30–36 h for the OSD, which means the drying time reduced by about 53.3%, and 61.11% compared with the OSD. This reduction in drying time demonstrates the effectiveness of the developed solar dryer. The effective moisture diffusivity (EMD) of different STFF samples at both drying systems were 0.51 × 10–10 to 9.16 × 10–10 m2/s. In addition, all eleven basic TLDM were applied to predict the drying behavior of STFF during the drying process, while the combined Two-Term and Page model had the best fitting for the OSD system, and the modified Midilli II model and combined Two-Term and Page model had the best fitting for the DSD system. In terms of economic analysis, the annual capital and investment costs were calculated to be $22.458 and $21.334, respectively. Additionally, the environmental analysis indicated an energy payback (EP) period of 1.59 years, with a net CO2 mitigation of 14 tons realized over the operational lifetime of the DSD.
BBOX1 restrains TBK1-mTORC1 oncogenic signaling in clear cell renal cell carcinoma
Association between glycated hemoglobin A1c levels, control status, and cognitive function in type 2 diabetes: a prospective cohort study
Functional tissue units in the Human Reference Atlas
Abstract Functional tissue units form the basic building blocks of organs and are important for understanding and modeling the healthy physiological function of the organ and changes that occur during disease states. In this comprehensive catalog of 22 anatomically based, nested functional tissue units from 10 healthy human organs, we document the definition, physical dimensions, blood vasculature connections, and cellular composition. All anatomy terms are mapped to the multi-species Uber-anatomy Ontology (Uberon) and cells are mapped to Cell Ontology to support computational access via standardized metadata. The catalog includes datasets, illustrations, and a large printable poster illustrating how the blood vasculature connects the 22 functional tissue units in 10 organs. All data and code are freely available. The work is part of an ongoing international effort to construct a Human Reference Atlas of the 37 trillion cells that make up the healthy human body.