We propose a toy model of a heteropolymer chain capable of forming planar secondary structures typical for RNA molecules. In this model, the sequential intervals between neighboring monomers along a chain are considered as quenched random variables, and energies of nonlocal bonds are assumed to be concave functions of those intervals. A few factors are neglected: the contribution of loop factors to the partition function, the variation in energies of different types of complementary nucleotides, the stacking interactions, and constraints on the minimal size of loops. However, the model captures well the formation of folded structures without pseudoknots in an arbitrary sequence of nucleotides. Using the optimization procedure for a special class of concave-type potentials, borrowed from optimal transport analysis, we derive the local difference equation for the ground state free energy of the chain with the planar (RNA-like) architecture of paired links. We consider various distribution functions of intervals between neighboring monomers (truncated Gaussian and scale free) and demonstrate the existence of a topological crossover from sequential to essentially nested configurations of paired links.
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http://dx.doi.org/10.1103/PhysRevE.87.012102 | DOI Listing |
Sci Rep
January 2025
Department of Computer Science, Faculty of Computers and Informatics, Kafrelsheikh University, Kafrelsheikh, Egypt.
Missing pixel imputation is a critical task in image processing, where the presence of high percentages of missing pixels can significantly degrade the performance of downstream tasks such as image segmentation and object detection. This paper introduces a novel approach for missing pixel imputation based on Generative Adversarial Networks (GANs). We propose a new GAN architecture incorporating an identity module and a sperm motility-inspired heuristic during filtration to optimize the selection of pixels used in reconstructing missing data.
View Article and Find Full Text PDFScand J Public Health
January 2025
Nursing, Department of Nursing, Department of Surgery and Perioperative Sciences, Division of Orthopaedics, Umeå University, Umeå, Sweden.
Aims: This longitudinal study investigated the prevalence of and risk factors for loneliness among older new informal caregivers, long-term informal caregivers, former informal caregivers and non-caregivers in selected regions of Finland and Sweden over 5 years.
Methods: A longitudinal sample of 5083 respondents from the Gerontological Regional Database (GERDA) survey data in 2016 and 2021 was used. Bivariate correlation tests and multivariate logistic regression analyses were performed.
Pathogens
December 2024
Microbiology and Virology Department, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy.
The dengue virus (DENV) is a mosquito-borne flavivirus endemic to many tropical and subtropical regions. Over the past few decades, the global incidence of dengue has risen dramatically, with the virus now present in over 100 countries, putting nearly half of the world's population at risk. This increase is attributed to several factors, including urbanization, climate change, and global travel, which facilitate the spread of both the virus and its mosquito vectors.
View Article and Find Full Text PDFJ Trauma Acute Care Surg
January 2025
From the Division of Plastic and Reconstructive Surgery, Department of Surgery (H.N.-P.), Albany Medical Center, Albany, New York; Johns Hopkins Bloomberg School of Public Health (H.N.-P., E.R.H.); Division of Acute Care Surgery, Department of Surgery (J.P.B., E.R.H.), Johns Hopkins Medicine, Baltimore, Maryland; Division of General Surgery, Department of Surgery (J.P.B.), University of British Columbia, Vancouver, British Columbia, Canada; and Department of Plastic and Reconstructive Surgery (C.S.H.), WakeMed Health and Hospitals, Raleigh, North Carolina.
Background: While the United States has the highest incarceration rate worldwide, at nearly 1% of the adult population (more than 2 million people), insights regarding health disparities in this population remain limited. This retrospective cohort study represents the largest national database analysis of incarcerated trauma patients to date and investigates whether incarceration status is an independent risk factor for poor outcomes after trauma for US adults.
Methods: We analyzed data from the National Trauma Data Bank from 2017 to 2018.
Endocrinol Diabetes Metab
January 2025
Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa, Iran.
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