Yi Pan, Jianxin Wang, Min Li's Algorithmic and Artificial Intelligence Methods for Protein PDF

By Yi Pan, Jianxin Wang, Min Li

An in-depth examine the newest examine, tools, and functions within the box of protein bioinformatics

This publication offers the most recent advancements in protein bioinformatics, introducing for the 1st time state-of-the-art examine effects along novel algorithmic and AI equipment for the research of protein info. in a single whole, self-contained quantity, Algorithmic and synthetic Intelligence tools for Protein Bioinformatics addresses key demanding situations dealing with either desktop scientists and biologists, arming readers with instruments and methods for reading and reading protein facts and fixing numerous organic problems.

Featuring a suite of authoritative articles via leaders within the box, this paintings specializes in the research of protein sequences, buildings, and interplay networks utilizing either conventional algorithms and AI tools. It additionally examines, in nice aspect, facts training, simulation, experiments, assessment tools, and purposes. Algorithmic and synthetic Intelligence tools for Protein Bioinformatics:

  • Highlights protein research purposes equivalent to protein-related drug job comparison
  • Incorporates salient case reports illustrating the right way to follow the equipment defined within the book
  • Tackles the complicated dating among proteins from a structures biology aspect of view
  • Relates the subject to different rising applied sciences reminiscent of facts mining and visualization
  • Includes many tables and illustrations demonstrating ideas and function figures

Algorithmic and synthetic Intelligence tools for Protein Bioinformatics is a necessary reference for bioinformatics experts in examine and undefined, and for an individual wishing to higher comprehend the wealthy box of protein bioinformatics.

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Additional resources for Algorithmic and Artificial Intelligence Methods for Protein Bioinformatics

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During cell growth, the cell wall is stretched by turgor pressure because interpolymeric bonds in the wall naturally break and re-form. Thus the polymers forming cell wall, under tension from the turgor pressure, tend to slip past each other irreversibly to enlarge the cell wall. When the cell wall is stretched (normally 10–100-fold), it does not become thinner because new material is deposited to resist the strain of turgor pressure [8]. So the growing cell secretes substances to form a polymeric structure of crystalline cellulose microfibrils, embedded in a hydrophilic matrix, which are composed of hemicelluloses and pectins.

2. Binding of chromatin-associated proteins throughout the FT locus required for FT upregulation [38]. The FD gene, a bZIP transcription factor, identified as AtbZIP14 (At4g35900), is preferentially expressed in the shoot apex. FD and FT are interdependent partners through protein interaction. FT is likely to affect transcription of select genes, which together initiate a cascade of events leading to FT-dependent transcriptional changes in hundreds of genes within the shoot apex. The FT protein acts in the shoot apex to induce target meristem identity genes such as APETALA1 (AP1) and initiates floral morphogenesis [39].

2b, is not maintained. Therefore, cell divisions occur randomly. These stop the normal bilateral symmetry of embryogenesis. The major component of the plant cell wall is polysaccharides (80% present in Arabidopsis). Pectin and hemicellulose are the main polysaccharides. In the mature cell wall, pectin is present in middle lamella, which adheres two adjacent plant cells to each other. Hemicellulose is involved in cell expansion, cell growth, and thus in cell shape formation. Both pectin and hemicellulose are synthesized and modified in Golgi complex.

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