Halophilic β-lactamase (BLA) has been successfully used as a novel fusion partner for soluble expression of aggregation-prone foreign proteins in Escherichia coli cytoplasm (Appl Microbiol Biotechnol 86:649-658, 2010b). This halophilic BLA fusion technology was applied here for secretory expression in Brevibacillus. The "Brevibacillus in vivo cloning" method, recently developed by Higeta Shoyu group, for the construction and transformation of Brevibacillus expression vectors facilitates efficient screening of the production conditions of Brevibacillus expression system. Two single-chain antibodies (scFv), HyHEL-10 single chain scFv (scFvHEL) and anti-fluorescein single chain scFv (scFvFLU), were successfully secreted to culture supernatant as a fusion protein with halophilic BLA. The scFvHEL-His, purified after cleavage of BLA portion with thrombin, was fully active: it formed a stoichiometric complex with the antigen, lysozyme, and inhibited the enzymatic activity. The scFvFLU-His, similarly expressed and purified, stoichiometrically inhibited fluorescence intensity of fluorescein. The molecular mass of scFvHEL-His was determined to be 27,800 Da by light scattering measurements, indicating its monomeric structure in solution.
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http://dx.doi.org/10.1007/s00253-013-4695-2 | DOI Listing |
Med Phys
December 2024
School of Physics and Optoelectronic Engineering, Foshan University, Foshan, China.
Background: In clinical practices, doctors usually need to synthesize several single-modality medical images for diagnosis, which is a time-consuming and costly process. With this background, multimodal medical image fusion (MMIF) techniques have emerged to synthesize medical images of different modalities, providing a comprehensive and objective interpretation of the lesion.
Purpose: Although existing MMIF approaches have shown promising results, they often overlook the importance of multiscale feature diversity and attention interaction, which are essential for superior visual outcomes.
J Xray Sci Technol
December 2024
School of Electrical and Information Engineering, Tianjin University, Nankai District, Tianjin, China.
Background: Airport security is still a main concern for assuring passenger safety and stopping illegal activity. Dual-energy X-ray Imaging (DEXI) is one of the most important technologies for detecting hidden items in passenger luggage. However, noise in DEXI images, arising from various sources such as electronic interference and fluctuations in X-ray intensity, can compromise the effectiveness of object identification.
View Article and Find Full Text PDFTomography
December 2024
Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA.
This research introduces BAE-ViT, a specialized vision transformer model developed for bone age estimation (BAE). This model is designed to efficiently merge image and sex data, a capability not present in traditional convolutional neural networks (CNNs). BAE-ViT employs a novel data fusion method to facilitate detailed interactions between visual and non-visual data by tokenizing non-visual information and concatenating all tokens (visual or non-visual) as the input to the model.
View Article and Find Full Text PDFJ Imaging
November 2024
School of Computer Science, University of Technology Sydney, Broadway, Sydney 2007, Australia.
In the maritime environment, the instance segmentation of small ships is crucial. Small ships are characterized by their limited appearance, smaller size, and ships in distant locations in marine scenes. However, existing instance segmentation algorithms do not detect and segment them, resulting in inaccurate ship segmentation.
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