Purpose: Boron neutron capture therapy (BNCT) is an innovative cancer treatment that uses the B(n,α)Li reaction to selectively destroy cancer cells at the cellular level. In BNCT, the biological effectiveness of boron doses is typically assessed using the compound biological effectiveness (CBE) factor. This study analyzes the impact of boron distribution on CBE values based on the microdosimetric kinetic model and Monte Carlo simulations.
Methods And Materials: Simulations were conducted on both macroscopic and microscopic scales. At the macroscopic level, the average dose absorbed by cells within tissues was modeled, whereas at the microscopic level, the microdosimetric lineal energy spectra and the microscopic dose absorbed by cell nuclei were simulated. The CBE values for various cells during BNCT were then derived from the Monte Carlo simulation data.
Results: Results indicate that although macroscopic boron concentrations had no significant impact on CBE values, the distribution of boron at the cellular level played a crucial role; CBE values increased as boron moved closer to the cell nucleus.
Conclusions: This study proposes a method for calculating CBE values using Monte Carlo simulations, providing insights for evaluating CBE values and developing novel boron agents for BNCT.
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http://dx.doi.org/10.1016/j.ijrobp.2025.02.005 | DOI Listing |
Food Chem
February 2025
School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500 Subang Jaya, Selangor, Malaysia; Monash Industry Plant Oils Research Laboratory (MIPO), Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500 Subang Jaya, Selangor, Malaysia. Electronic address:
This study explored the potential of palmitic-oleic-stearic (POS) triacylglycerols-enriched mahua oil fractions as a cost-effective and sustainable cocoa butter equivalent in chocolate production. Dark compound chocolates were formulated with varying CBE levels (5%-40%) to resemble the triacylglycerol profile of cocoa butter (35% POS, 22% SOS, 17% POP). All formulations exhibited acceptable particle size distributions (D90: 10.
View Article and Find Full Text PDFInt J Radiat Oncol Biol Phys
February 2025
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, China. Electronic address:
Purpose: Boron neutron capture therapy (BNCT) is an innovative cancer treatment that uses the B(n,α)Li reaction to selectively destroy cancer cells at the cellular level. In BNCT, the biological effectiveness of boron doses is typically assessed using the compound biological effectiveness (CBE) factor. This study analyzes the impact of boron distribution on CBE values based on the microdosimetric kinetic model and Monte Carlo simulations.
View Article and Find Full Text PDFJ Med Syst
February 2025
Department of Internal Medicine, University of Antioquia, Medellín, Colombia.
Decision-making in chronic diseases guided by clinical decision support systems that use models including multiple variables based on artificial intelligence requires scientific validation in different populations to optimize the use of limited human, financial, and clinical resources in healthcare systems worldwide. This cohort study evaluated three machine learning algorithms-XGBoost, Elastic Net logistic regression, and an Artificial Neural Network-to develop a prediction model for three outcomes: mortality, hospitalization, and emergency department visits. The objective was to build a clinical decision support system for patients with noncommunicable diseases treated at the Alma Mater Hospital complex in Medellín, Colombia.
View Article and Find Full Text PDFArthritis Res Ther
February 2025
Bristol Myers Squibb, Princeton, NJ, USA.
Background: The incorporation of machine learning is becoming more prevalent in the clinical setting. By predicting clinical outcomes, machine learning can provide clinicians with a valuable tool for refining precision medicine approaches and improving treatment outcomes.
Methods: This was a post hoc analysis of pooled patient-level data from the global, real-world ACTION and ASCORE trials in patients with rheumatoid arthritis (RA) initiating abatacept.
Sci Rep
December 2024
Department of Internal Medicine, Section Nursing Science, Erasmus University Medical Center (Erasmus MC), Rotterdam, The Netherlands.
Limited breast cancer screening uptake among women may lead to late-stage diagnosis and reduce the survival rate. Hence, this study was conducted to determine breast cancer screening (BCS) uptake and its association with knowledge, beliefs, and socio-demographic factors among female Yemeni school teachers in Malaysia. A cross-sectional study was conducted as part of a large cluster-randomized controlled trial (CRT) among 180 Yemeni female teachers aged 20 years and above.
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