genetics and protein networks on RLS of yeast

Canalization: a measure of population's ability to produce the same phenotype regardless of variability of its environment or genotype.
 How well is the yeast cell to produce the same phenotypes even though the existence of variability in the conditions or genotype?

Fitness and genetic robustness: There was a good overall correlation between fitness and robustness. 

QinLab meeting

public project on GitHub
purchase domain name
compmodelmatch.org website

Qin lab meeting

1)Tapia Conference registration opens on April 2017: http://tapiaconference.org/
2)UTC research day registration,
3)provost award application


Recurrent neural network Image Analysis project
4)xu_r  2004 neural network paper needs some model improvement
    adjacency matrix: https://en.wikipedia.org/wiki/Adjacency_matrix
    Theano , Torch, rnn package
  RNN: gene interaction or time-lapsed image analysis

gene expression

GE is the process of a specific gene producing a specific information to synthesize a functional gene product. During  gene expression process may be modulated by the transcription, RNA splicing, translation, and post-translational modification of a protein.  

Gene Product: protein and RNA
https://en.wikipedia.org/wiki/Gene_product

Regulation of GE:  
The basis of cellular differentiation and morphogenesis is the gene regulation that gives the cell control over structure and function.
Mechanisms that are used by cells to increase or decrease the production of specific gene products, and is informally termed gene regulation. It is very critical for an organism for normal development to regulate gene expression levels.

phenotype vs genotype:
The genotype gives rise to the phenotype, i.e. observable or physical trait at the level of gene regulation level.