Algorithmic and Artificial Intelligence Methods for Protein by Yi Pan, Jianxin Wang, Min Li

By Yi Pan, Jianxin Wang, Min Li

An in-depth examine the most recent examine, equipment, and purposes within the box of protein bioinformatics

This ebook provides the newest advancements in protein bioinformatics, introducing for the 1st time state-of-the-art learn effects along novel algorithmic and AI tools for the research of protein information. in a single entire, self-contained quantity, Algorithmic and synthetic Intelligence tools for Protein Bioinformatics addresses key demanding situations dealing with either machine scientists and biologists, arming readers with instruments and methods for interpreting and studying protein information and fixing quite a few organic problems.

Featuring a set of authoritative articles through leaders within the box, this paintings makes a speciality of the research of protein sequences, constructions, and interplay networks utilizing either conventional algorithms and AI equipment. It additionally examines, in nice aspect, facts coaching, simulation, experiments, overview equipment, and purposes. Algorithmic and synthetic Intelligence equipment for Protein Bioinformatics:

  • Highlights protein research purposes akin to protein-related drug task comparison
  • Incorporates salient case reviews illustrating the best way to practice the tools defined within the book
  • Tackles the advanced dating among proteins from a structures biology aspect of view
  • Relates the subject to different rising applied sciences equivalent to facts mining and visualization
  • Includes many tables and illustrations demonstrating thoughts and function figures

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

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4. The position of cell plate between two daughter cells during cell division is determined by the location of actin by formation of the preprophase band. Arabidopsis-related protein 7 (ARP7) is an essential gene and is required for normal embryogenesis in Arabidopsis. For mutant embryo, the growth is stopped at the heart or torpedo stage [27]. ACT11 is the only Arabidopsis actin gene expressed at significant levels in ovule, embryo, 42 and endosperm. The ACT11 isovariant plays distinct and required roles during Arabidopsis development [28].

Whang SS, Confocal microscopy study of Arabidopsis embryogenesis using GFP:mTn, J. Plant Biol. 52(4):312–318 (Aug. 2009). 8. Proseus TE, Boyer SB, Turgor pressure moves polysaccharides into growing cell walls of Chara corallina, Ann. Bot. 95(6):967–979 (2005). 9. Cosgrove DJ, Loosening of plant cell walls by expansins, Nature 407(21):321–326 (Sept. 2000). 10. Fleming AJ, McQueen-Mason S, Mandel T, Kuhlemeier C, Induction of leaf primordia by the cell wall protein expansin, Science 276:1415–1418 (1997).

The early phase consists of pattern formation, morphogenesis, defining the axes of the plant body plan, and forming the organ systems. Embryogenesis involves three basic steps: (1) cell growth, (2) cell differentiation, and (3) morphogenesis. The embryo grows up to certain limit, and then differentiates into cells that differ from their mother cell in structure and function. Thus different morphological structures such as stem, root, or flower are formed, enabling the formation of a total plant.

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