High-resolution information is important for accurate structure modeling but is challenging to attain in macromolecular crystallography due to the rapid fading of diffracted intensities at increasing resolution. While direct electron detection essentially eliminates the read-out noise during MicroED data collection, other sources of noise remain and limit the measurement of faint high-resolution reflections. Inelastic scattering significantly contributes to noise, raising background levels and broadening diffraction peaks. We demonstrate a substantial improvement in signal-to-noise ratio by using energy filtering to remove inelastically scattered electrons. This strategy results in sub-atomic resolution MicroED data from proteinase K crystals, enabling the visualization of detailed structural features. Interestingly, reducing the noise further reveals diffuse scattering that may hold additional structural information. Our findings suggest that combining energy filtering and direct detection provides more accurate measurements at higher resolution, facilitating precise model refinement and improved insights into protein structure and function.
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http://dx.doi.org/10.1038/s41467-025-57425-1 | DOI Listing |
Rev Sci Instrum
March 2025
School of Electrical and Information Engineering, Anhui University of Science and Technology, Huainan 232001, China.
Rotor attitude detection (RAD) is one of the key technologies to control permanent magnet spherical motors (PMSpM). This paper proposes an improved you only look once v8n (YOLOv8n) based RAD method for a PMSpM. The visual image datasets collection and annotation method are described, and three different visual feature objects are set for the RAD.
View Article and Find Full Text PDFAnim Biotechnol
December 2025
College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, PR China.
This study aimed to explore the diversity and functions of rumen mycobiota in 14‑ (PLf) and 15‑rib (DLf) Jiani yaks using ITS sequencing. A total of 1,079,105 and 1,086,799 filtered sequences were obtained for the PLf and DLf groups, respectively, with 491 ASVs common to both. No significant difference regarding the α‑diversity of mycobiota within the two groups was observed.
View Article and Find Full Text PDFNetwork
March 2025
Department of Computer Science and Engineering, Karpagam College of Engineering, Coimbatore, India.
The neurodegenerative disorder called Parkinson's disease (PD) is one of the most common diseases now a day. In this research, PD is detected and severity classification is done using the proposed Jaccard LeNet (JLeNet) with the help of voice signal in the IoT environment. Here, the IoT simulation is done.
View Article and Find Full Text PDFNat Commun
March 2025
National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM), Zona Industriale - Strada VIII no. 5, Catania, 95121, Italy.
Agrivoltaics, integrating photovoltaic systems with crop cultivation, demands semitransparent solar modules to mitigate soil shadowing. Perovskite Solar Cells (PSC) offer competitive efficiency, low fabrication costs, and high solar transmittance, making them suitable for agrivoltaic applications. However, the impact of PSC light filtering on plant growth and transcriptomics remains underexplored.
View Article and Find Full Text PDFNat Commun
March 2025
State Key Laboratory of Luminescent Materials and Devices, South China University of Technology, Guangzhou, China.
Lanthanide-based luminescent materials have shown great capabilities in addressing scientific problems encountered in diverse fields. However, achieving full-color switchable output under single-wavelength irradiation has remained a daunting challenge. Here we report a conceptual model to realize this aim by the temporal control of full upconversion evolution in a multi-layer core-shell nanostructure upon a single commercial 980-nm laser, instead of two or more excitation wavelengths as reported previously.
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