AIMC Topic: Electron Transport

Clear Filters Showing 1 to 9 of 9 articles

Machine learning models on chemical inhibitors of mitochondrial electron transport chain.

Journal of hazardous materials Dec 10, 2021
Chemicals can induce adverse effects in humans by inhibiting mitochondrial electron transport chain (ETC) such as disrupting mitochondrial membrane potential, enhancing oxidative stress and causing some diseases. Thus, identifying ETC inhibitors (ETC...
Humans Membrane Potential, Mitochondrial Quantitative Structure-Activity Relationship Electron Transport Machine Learning China
View on PubMed DOI

Prediction of FMN Binding Sites in Electron Transport Chains Based on 2-D CNN and PSSM Profiles.

IEEE/ACM transactions on computational biology and bioinformatics Dec 8, 2021
Flavin mono-nucleotides (FMNs) are cofactors that hold responsibility for carrying and transferring electrons in the electron transport chain stage of cellular respiration. Without being facilitated by FMNs, energy production is stagnant due to the i...
Position-Specific Scoring Matrices Flavin Mononucleotide Binding Sites Electron Transport Deep Learning Computational Biology Algorithms Neural Networks, Computer
View on PubMed DOI

Machine Learning Approach to Calculate Electronic Couplings between Quasi-diabatic Molecular Orbitals: The Case of DNA.

The journal of physical chemistry letters Oct 21, 2021
Diabatization of one-electron states in flexible molecular aggregates is a great challenge due to the presence of surface crossings between molecular orbital (MO) levels and the complex interaction between MOs of neighboring molecules. In this work, ...
Electron Transport Quantum Theory Machine Learning Electrons DNA
View on PubMed DOI

ET-GRU: using multi-layer gated recurrent units to identify electron transport proteins.

BMC bioinformatics Jul 6, 2019
BACKGROUND: Electron transport chain is a series of protein complexes embedded in the process of cellular respiration, which is an important process to transfer electrons and other macromolecules throughout the cell. It is also the major process to e...
Humans Electron Transport Position-Specific Scoring Matrices Electron Transport Chain Complex Proteins Neural Networks, Computer Software
View on PubMed DOI

Machine Learning Prediction of DNA Charge Transport.

The journal of physical chemistry. B Mar 13, 2019
First-principles calculations of charge transfer in DNA molecules are computationally expensive given that conducting charge carriers interact with intra- and intermolecular atomic motion. Screening sequences, for example, to identify excellent elect...
Electric Conductivity DNA Electron Transport Machine Learning
View on PubMed DOI

Machine Learning for Silver Nanoparticle Electron Transfer Property Prediction.

Journal of chemical information and modeling Oct 5, 2017
Nanoparticles exhibit diverse structural and morphological features that are often interconnected, making the correlation of structure/property relationships challenging. In this study a multi-structure/single-property relationship of silver nanopart...
Nanoparticles Models, Chemical Electron Transport Silver Machine Learning
View on PubMed DOI

Metal-Organic Framework Nanomaterials as Novel Signal Probes for Electron Transfer Mediated Ultrasensitive Electrochemical Immunoassay.

Analytical chemistry Dec 1, 2016
A novel and simple electrochemical immunoassay for C-reactive protein was developed using metal-organic frameworks (Au-MOFs) as signal unit. In this study, we found MOFs could be used as signal probe. And this new class of signal probe differs from t...
Electron Transport Platinum Nanostructures Gold C-Reactive Protein Metal-Organic Frameworks Copper Humans Limit of Detection Electrochemical Techniques Immunoassay Biosensing Techniques
View on PubMed DOI

Automated electrophilic radiosynthesis of [¹⁸F]FBPA using a modified nucleophilic GE TRACERlab FXFDG.

Applied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine Jul 2, 2015
We modified a commercially available synthesis module for nucleophilic [(18)F]fluorinations (TRACERlab(TM) FXFDG, GE Healthcare) to enable the reliable synthesis of 2-[(18)F]fluoro-4-borono-L-phenylalanine ([(18)F]FBPA) via direct electrophilic subst...
Boron Compounds Electron Transport Isotope Labeling Electrons Materials Testing Robotics Phenylalanine Equipment Design Fluorine Radioisotopes Equipment Failure Analysis Radiopharmaceuticals
View on PubMed DOI

Quantitative analysis of mitochondrial morphology and membrane potential in living cells using high-content imaging, machine learning, and morphological binning.

Biochimica et biophysica acta Nov 13, 2014
Understanding the processes of mitochondrial dynamics (fission, fusion, biogenesis, and mitophagy) has been hampered by the lack of automated, deterministic methods to measure mitochondrial morphology from microscopic images. A method to quantify mit...
Sodium-Potassium-Exchanging ATPase Artificial Intelligence Stress, Physiological Electron Transport tert-Butylhydroperoxide Oxidants Imaging, Three-Dimensional Carbonyl Cyanide m-Chlorophenyl Hydrazone Mitochondria Cell Membrane Cell Survival Mice Cell Respiration Phenotype Membrane Potential, Mitochondrial Cell Line Animals
View on PubMed DOI
Popular Topics
Recent Journals