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Related Concept Videos

Phosphorylation01:02

Phosphorylation

55.6K
The addition or removal of phosphate groups from proteins is the most common chemical modification that regulates cellular processes. These modifications can affect the structure, activity, stability, and localization of proteins within cells as well as their interactions with other proteins.
During phosphorylation, protein kinases transfer the terminal phosphate group of ATP to specific amino acid side chains of substrate proteins. Serine, threonine, and tyrosine are the most commonly...
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Protein Kinases and Phosphatases02:54

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Proteins undergo chemical modifications that trigger changes in the charge, structure, and conformation of the proteins. Phosphorylation, acetylation, glycosylation, nitrosylation, ubiquitination, lipidation, methylation, and proteolysis are various protein modifications that regulate protein activity. Such modifications are usually enzyme-driven.
Protein kinases
Many proteins in the cell are regulated by phosphorylation, the addition of a phosphate group. A family of enzymes called kinases...
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Protein Kinases and Phosphatases02:54

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Covalently Linked Protein Regulators02:04

Covalently Linked Protein Regulators

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Proteins can undergo many types of post-translational modifications, often in response to changes in their environment. These modifications play an important role in the function and stability of these proteins. Covalently linked molecules include functional groups, such as methyl, acetyl, and phosphate groups, and also small proteins, such as ubiquitin. There are around 200 different types of covalent regulators that have been identified.
These groups modify specific amino acids in a protein....
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PI3K/mTOR/AKT Signaling Pathway01:22

PI3K/mTOR/AKT Signaling Pathway

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The mammalian target of rapamycin  (mTOR) is a serine/threonine kinase that regulates growth, proliferation, and cell survival in response to hormones, growth factors, or nutrient availability. This kinase exists in two structurally and functionally distinct forms: mTOR complex 1  (mTORC1) and mTOR complex 2  (mTORC2). The first form (mTORC1) is composed of a rapamycin-sensitive Raptor and proline-rich Akt substrate, PRAS40. In contrast,  mTORC2 consists of a...
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Related Experiment Video

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Oligopeptide Competition Assay for Phosphorylation Site Determination
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Mining Conditional Phosphorylation Motifs.

Xiaoqing Liu, Jun Wu, Haipeng Gong

    IEEE/ACM Transactions on Computational Biology and Bioinformatics
    |September 11, 2015
    PubMed
    Summary

    This study introduces conditional phosphorylation motifs and the C-Motif algorithm for efficient and non-redundant discovery of significant phosphorylation patterns. C-Motif improves upon existing methods in coverage, redundancy, and execution speed.

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    Area of Science:

    • Bioinformatics
    • Computational Biology
    • Proteomics

    Background:

    • Phosphorylation motifs are critical for understanding kinase specificity and cellular signaling.
    • Existing algorithms struggle to efficiently identify significant, non-redundant phosphorylation motifs with high coverage.

    Purpose of the Study:

    • To introduce the novel concept of conditional phosphorylation motifs.
    • To develop an efficient algorithm (C-Motif) for discovering significant and non-redundant phosphorylation motifs.

    Main Methods:

    • Proposed the concept of conditional phosphorylation motifs to filter redundant patterns.
    • Developed the C-Motif algorithm based on the Apriori framework.
    • Integrated statistical significance testing and motif frequency analysis in a single stage.

    Main Results:

    • C-Motif effectively filters motifs whose significance is derived from constituent parts.
    • Experimental results show C-Motif outperforms MMFPh and Motif-All in coverage and non-redundancy.
    • C-Motif demonstrates superior execution efficiency compared to existing methods.

    Conclusions:

    • Conditional phosphorylation motifs offer a refined approach to motif discovery.
    • C-Motif provides an efficient and effective solution for identifying significant, non-redundant phosphorylation motifs.
    • The C-Motif algorithm advances the field of phosphoproteomics data analysis.