Time characteristics of lateral-hypothalamic self-stimulation were analyzed in rats using point process statistics. Inter-barpressing interval distributions were usually unimodal and asymmetrical and resembled shifted exponential distribution, i.e. bar-pressings seem to be performed more or less randomly over time. When self-stimulation was made ineffective for several seconds after stimulation, the probability of bar-pressing increased gradually, i.e. the brain seems to posses a system generating time intervals, which tend to reach certain predetermined values. When fixed rations (1:21:5) between rewarded and unrewarded bar-pressing were introduced, the animals followed certain patterns of alternation of inter-bar-pressing intervals of different duration. The mean inter-bar-pressing intervals remained at ratio 1:2 similar to those, when all reactions were rewarded, they decreased gradually at rations 1:3 to 1:5, i.e. the decrease of rewarding rate under one third to one half of the initial value is compensated by an increase of bar-pressing rate. Alternation of EEG alpha and non-alpha periods in human subjects with closed eyes was analyzed as a realization of an alternating random point process without and with feedback. The distribution of alpha periods was in the majority of cases of shifted exponential type and their incidence increased when feedback was used. The results are explained by means of a hypothesis about two alternating discrete states of the brain that correspond to particular levels of consciousness.
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J Transl Med
January 2025
Department of Gastrointestinal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
Background: Tumor microenvironment (TME), particularly immune cell infiltration, programmed cell death (PCD) and stress, has increasingly become a focal point in colorectal cancer (CRC) treatment. Uncovering the intricate crosstalk between these factors can enhance our understanding of CRC, guide therapeutic strategies, and improve patient prognosis.
Methods: We constructed an immune-related cell death and stress (ICDS) prognostic model utilizing machine learning methodologies.
BMC Med Educ
November 2024
Faculty of Health Sciences, Bielefeld University, Bielefeld, Germany.
Background: Achieving sustainability in continuing medical education (CME) involves regular assessment of the evolving needs of healthcare professionals regarding their competencies and updates in educational content accordingly. This study aimed to investigate the key areas and competencies that physicians in Serbia prioritize for their professional development and to analyze the factors associated with these competencies.
Method: This cross-sectional study was conducted among 2,625 physicians who are members of the medical chamber in Serbia.
BMC Bioinformatics
January 2025
Biology Department, University of Massachusetts Amherst, Amherst, MA, USA.
Background: High-throughput behavioral analysis is important for drug discovery, toxicological studies, and the modeling of neurological disorders such as autism and epilepsy. Zebrafish embryos and larvae are ideal for such applications because they are spawned in large clutches, develop rapidly, feature a relatively simple nervous system, and have orthologs to many human disease genes. However, existing software for video-based behavioral analysis can be incompatible with recordings that contain dynamic backgrounds or foreign objects, lack support for multiwell formats, require expensive hardware, and/or demand considerable programming expertise.
View Article and Find Full Text PDFCommun Eng
January 2025
School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China.
Large-scale optimal design problems involving nonlinear differential equations are widely applied in modeling such as craft manufacturing, chemical engineering and energy engineering. Herein we propose a fast and flexible holomorphic embedding-based method to solve nonlinear differential equations quickly, and further apply it to handle the industrial application of reverse osmosis desalination. Without solving nonlinear differential equations at each discrete point by a traditional small-step iteration approach, the proposed method determines the solution through an approximation function or approximant within segmented computational domain independently.
View Article and Find Full Text PDFSci Rep
January 2025
Department of Chemical Engineering and Process Design, Faculty of Chemistry, Silesian University of Technology, Ul. Ks. M. Strzody 7, 44-100, Gliwice, Poland.
Mutual solubility measurements were carried out for three multi-component systems of ammonium perrhenate (NHReO) and one of the ammonium salts (NHNO, NHCl or (NH)SO) dissolved in water. Experiments were carried out using the isothermal solution saturation method at 293.15K.
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