Publications by authors named "M Abul Faiz"
Ectopic expression of neurogenic factors in vivo has emerged as a promising approach for replacing lost neurons in disease models. The use of neural basic helix-loop-helix (bHLH) transcription factors via non-propagating virus-like particle systems, including retrovirus, lentivirus, and adeno-associated virus (AAV), has been extensively reported. For in vivo experiments, AAVs are increasingly used due to their low pathogenicity and potential for translatability.
View Article and Find Full Text PDFDeciphering Membrane Proteins Through Deep Learning Models by Revealing Their Locale Within the Cell.
Bioengineering (Basel)
November 2024
Article Synopsis
- * Traditional protein localization predictors struggle with membrane proteins, so this study uses deep learning techniques like RNN and LSTM to categorize them into plasma, internal, and organelle membranes.
- * The study analyzes a refined dataset of 3000 proteins and incorporates pseudo amino acid composition, achieving an accuracy of 83.4% with LSTM, outperforming RNN at 80.5%.
For centuries, cannabinoids have been utilized for their medicinal properties, particularly in Asian and South-Asian countries. Cannabis plants, known for their psychoactive and non-psychoactive potential, were historically used for spiritual and remedial healing. However, as cannabis became predominantly a recreational drug, it faced prohibition.
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