AIMC Topic: Oils, Volatile

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Revealing the anti-tumor mechanisms of aromatic oil from Amomum villosum through integrated network pharmacology, bioinformatics, machine learning, single-cell sequencing, and cell experiments.

Biochemical and biophysical research communications Dec 17, 2025
The dry fruits of Amomum villosum (Av) are a traditional Chinese medicine used for gastrointestinal disease. Aromatic oil has been reported to have anti-tumor properties. However, its therapeutic potential and molecular mechanisms remain unclear. Int...
Oils, Volatile Cell Line, Tumor Single-Cell Analysis Molecular Docking Simulation Antineoplastic Agents Machine Learning Antineoplastic Agents, Phytogenic Stomach Neoplasms Network Pharmacology Humans Amomum Computational Biology Cell Proliferation
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Interpretable Yield Prediction of Supercritical CO Extraction from Various Essential Oil Sources Using Optimized Machine Learning and PCA-Based Descriptors.

Journal of chemical information and modeling Dec 14, 2025
Predicting essential oil yield in supercritical CO (SC-CO) extraction remains difficult due to variations in plant composition and process conditions. Conventional models often assume uniform feedstock behavior, which limits their applicability acros...
Principal Component Analysis Carbon Dioxide Machine Learning Oils, Volatile
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Effect of fatty acid composition on rosemary antioxidants in stabilizing woody edible oils: a kinetic and machine learning analysis of volatiles under accelerated oxidation.

Food chemistry Jun 28, 2025
Prioritizing woody oil-bearing crops is essential to addressing edible oil supply-demand imbalances, yet oxidation remains a key challenge. Rosemary crude extract (RCE), an approved food-grade antioxidant, requires further evaluation for stabilizing ...
Machine Learning Oils, Volatile Antioxidants Oxidation-Reduction Kinetics Fatty Acids Plant Extracts Plant Oils Rosmarinus Volatile Organic Compounds Wood
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Variations of the chemical components and biological activities of Thymus capitatus essential oil from three regions in Palestine.

Scientific reports May 10, 2025
Thymus capitatus is a widely utilized medicinal plant in Palestine. The main goal of this study was to assess the phytochemical content of T. capitatus essential oils (EOs) from three Palestinian regions using hydro-distillation. Furthermore, the EO ...
Lipase Anti-Infective Agents Middle East Microbial Sensitivity Tests Oils, Volatile Thymus Plant Antioxidants Humans Gas Chromatography-Mass Spectrometry Hep G2 Cells alpha-Amylases
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Antibacterial and antibiofilm activities of star anise-cinnamon essential oil against multidrug-resistant Thompson.

Frontiers in cellular and infection microbiology Mar 3, 2025
INTRODUCTION: The emergence of foodborne multidrug-resistant (MDR) has attracted considerable global attention. Given that food is the primary transmission route, our study focuses on , a freshwater snail that is commonly consumed as a specialty foo...
Satureja Oils, Volatile China Anti-Bacterial Agents Cinnamomum zeylanicum Biofilms Drug Resistance, Multiple, Bacterial Salmonella Animals Microbial Sensitivity Tests Snails
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Leveraging artificial neural networks for optimizing Cinnamomum Sintoc essential oil production in Mount Ciremai.

Brazilian journal of biology = Revista brasleira de biologia Feb 14, 2025
Cinnamomum sintoc is a plant renowned for its production of high-quality essential oils. This study assessed the essential oil content in C. sintoc based on its morphological characteristics, environmental conditions, and soil nutrient composition. A...
Oils, Volatile Cinnamomum Neural Networks, Computer Soil Brazil
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Essential Oils as Antimicrobials against : Experimental and Literature Data to Definite Predictive Quantitative Composition-Activity Relationship Models Using Machine Learning Algorithms.

Journal of chemical information and modeling Jan 22, 2025
Essential oils (EOs) exhibit a broad spectrum of biological activities; however, their clinical application is hindered by challenges, such as variability in chemical composition and chemical/physical instability. A critical limitation is the lack of...
Acinetobacter baumannii Quantitative Structure-Activity Relationship Machine Learning Microbial Sensitivity Tests Oils, Volatile Anti-Bacterial Agents
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An unconventional separation method of α-Terpineol from its isomer 1,8-Cineole via in situ-association formation of deep eutectic solvent and machine learning.

Journal of chromatography. A Jan 16, 2025
α-Terpineol and 1,8-cineole are two important compounds in essential oils. This study developed an efficient method to recover α-terpineol from model oil (MO) based on association extraction by in situ formations of deep eutectic solvent (DES) betwee...
Cyclohexanols Hydrogen Bonding Cyclohexane Monoterpenes Deep Eutectic Solvents Monoterpenes Oils, Volatile Machine Learning Eucalyptol Quaternary Ammonium Compounds
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Prediction of essential oil content in C. sintoc Leaves based on the direction of vegetation slope in Mount Ciremai National Park using ANFIS Artificial Neural Network.

Brazilian journal of biology = Revista brasleira de biologia May 24, 2024
C. sintoc is a plant that has a high essential oil content. Essential oils have many health benefits. Mount Ciremai National Park is an area that has abundant vegetation, especially C. sintoc. The purpose of this study was to predict the volume of oi...
Plant Leaves Brazil Oils, Volatile Parks, Recreational Neural Networks, Computer
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Identifying the Essence of an Expert Robotic Surgeon.

Urology practice Nov 1, 2023
Robotics Robotic Surgical Procedures Humans Surgeons Oils, Volatile
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