AIMC Topic: Synechocystis

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Artificial Neural Network - Multi-Objective Genetic Algorithm based optimization for the enhanced pigment accumulation in Synechocystis sp. PCC 6803.

BMC biotechnology Mar 15, 2025
BACKGROUND: Natural colorants produced by the cyanobacterium include carotenoids, chlorophyll a and phycocyanin. The current study used the Synechocystis sp. PCC 6803 to examine how abiotic stress conditions, such as low temperature as well as high l...
Neural Networks, Computer Algorithms Carotenoids Chlorophyll Chlorophyll A Pigments, Biological Phycocyanin Synechocystis Genetic Algorithms
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Novel candidate genes for environmental stresses response in Synechocystis sp. PCC 6803 revealed by machine learning algorithms.

Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology] May 6, 2024
Cyanobacteria have developed acclimation strategies to adapt to harsh environments, making them a model organism. Understanding the molecular mechanisms of tolerance to abiotic stresses can help elucidate how cells change their gene expression patter...
Machine Learning Algorithms Gene Expression Profiling Transcriptome Computational Biology Support Vector Machine Bacterial Proteins Light Genes, Bacterial Stress, Physiological Gene Expression Regulation, Bacterial Synechocystis
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Design of synthetic promoters for cyanobacteria with generative deep-learning model.

Nucleic acids research Jul 21, 2023
Deep generative models, which can approximate complex data distribution from large datasets, are widely used in biological dataset analysis. In particular, they can identify and unravel hidden traits encoded within a complicated nucleotide sequence, ...
Neural Networks, Computer Deep Learning Promoter Regions, Genetic Synechocystis
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Measurement of the mechanical properties of single Synechocystis sp. strain PCC6803 cells in different osmotic concentrations using a robot-integrated microfluidic chip.

Lab on a chip Apr 17, 2018
Synechocystis sp. strain PCC6803 (Synechocystis) is a model microorganism and its mechanosensitive (MS) channels play important roles in its osmoadaptation mechanism. When the osmotic concentration of the culture environment changes, the inner pressu...
Biomechanical Phenomena Single-Cell Analysis Cell Line Robotics Equipment Design Lab-On-A-Chip Devices Osmotic Pressure Elastic Modulus Optical Tweezers Synechocystis
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