Even proteins that fold well in bacteria are frequently displayed poorly on filamentous phages. Low protein presentation on phage might be caused by premature cytoplasmic folding, leading to inefficient translocation into the periplasm. As translocation is an intermediate step in phage assembly, we tested the display levels of a range of proteins using different translocation pathways by employing different signal sequences. Directing proteins to the cotranslational signal recognition particle (SRP) translocation pathway resulted in much higher display levels than directing them to the conventional post-translational Sec translocation pathway. For example, the display levels of designed ankyrin-repeat proteins (DARPins) were improved up to 700-fold by simply exchanging Sec- for SRP-dependent signal sequences. In model experiments this exchange of signal sequences improved phage display from tenfold enrichment to >1,000-fold enrichment per phage display selection round. We named this method 'SRP phage display' and envision broad applicability, especially when displaying cDNA libraries or very stable and fast-folding proteins from libraries of alternative scaffolds.
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http://dx.doi.org/10.1038/nbt1218 | DOI Listing |
Bioinformatics
January 2025
Department of Biology, Emory University, Atlanta, GA 30322, United States.
Motivation: In silico functional annotation of proteins is crucial to narrowing the sequencing-accelerated gap in our understanding of protein activities. Numerous function annotation methods exist, and their ranks have been growing, particularly so with the recent deep learning-based developments. However, it is unclear if these tools are truly predictive.
View Article and Find Full Text PDFTomography
January 2025
NextGen Precision Health, Department of Radiology, University of Missouri Columbia, 1030 Hitt Street, Columbia, MO 65201, USA.
: The increased SNR available at 7T combined with fast readout trajectories enables accelerated spectroscopic imaging acquisitions for clinical applications. In this report, we evaluate the performance of a Hadamard slice encoding strategy with a 2D rosette trajectory for multi-slice fast spectroscopic imaging at 7T. : Moderate-TE (~40 ms) spin echo and J-refocused polarization transfer sequences were acquired with simultaneous Hadamard multi-slice excitations and rosette in-plane encoding.
View Article and Find Full Text PDFJ Imaging
January 2025
Department of Ophthalmology, General University Hospital of Alexandroupolis, 68131 Alexandroupolis, Greece.
Blink detection is considered a useful indicator both for clinical conditions and drowsiness state. In this work, we propose and compare deep learning architectures for the task of detecting blinks in video frame sequences. The first step is the training and application of an eye detector that extracts the eye regions from each video frame.
View Article and Find Full Text PDFBioengineering (Basel)
December 2024
Department of Radiology, University of California San Diego, San Diego, CA 92037, USA.
It is known that ultrashort echo time (UTE) magnetic resonance imaging (MRI) sequences can detect signals from water protons but not collagen protons in short T2 species such as cortical bone and tendons. However, whether collagen protons are visible with the zero echo time (ZTE) MRI sequence is still unclear. In this study, we investigated the potential of the ZTE MRI sequence on a clinical 3T scanner to directly image collagen protons via DO exchange and freeze-drying experiments.
View Article and Find Full Text PDFEur J Radiol
January 2025
Department of Radiology, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, Hunan, 410011, China; Department of Radiology Quality Control Center, Changsha, Hunan Province, 410011, China; The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Health and Rehabilitation Science, Xi'an Jiaotong University, Xi'an 710049,China. Electronic address:
Purpose: To compare the quality of DWI images, signal loss of left hepatic lobe and diagnostic performance of apparent diffusion coefficient (ADC) values between SS-EPI and iShim-EPI in liver lesions.
Methods: Totally 142 patients were involved, images using SS-EPI and the prototype iShim-EPI were acquired before injection of gadoxetic acid-enhanced liver MRI.Image quality of demarcation of liver capsule, resolution, lesion distortion, artifacts, lesion confidence score, and signal loss in left hepatic lobe was assessed by two radiologists.
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