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Showing 1 to 8 of 8 for “"Gene pathway"”.

  1. Graph Attention Mechanisms for Modeling Pathway-Level Importance from Gene Expression

    … revolutionized the analysis and profiling of gene expression data, enabling a comprehensive understanding of the complex mechanisms underlying molecular biology. However, the high dimensionality and noise inherent in gene expression data pose significant challenges for biomarker discovery and …

    brock Repository record for Graph Attention Mechanisms for Modeling Pathway-Level Importance from Gene Expression (opens in a new tab)

  2. Gene switches and their applications in eukaryotic systems

    Gene switches, also known as transcription factors, are important components of genetic circuits, and they have wide utility in synthetic biology, gene therapy, and developmental biology. Small molecule inducible gene switches are especially valuable as they offer an easy way to regulate target …

    uiuc Repository record for Gene switches and their applications in eukaryotic systems (opens in a new tab)

  3. Rational Engineering of Expression Level of Multi-Gene Systems encoding Natural Product Biosynthesis in Streptomyces

    … harbor unprecedented numbers of biosynthetic gene clusters (BGCs) potentially encoding novel compounds. However, cloning and controlled expression of these large BGCs in a heterologous host require tedious optimization on a case-by-case basis. This dissertation presents a synthetic biology …

    umn Repository record for Rational Engineering of Expression Level of Multi-Gene Systems encoding Natural Product Biosynthesis in Streptomyces (opens in a new tab)

  4. Sparse group sufficient dimension reduction and covariance cumulative slicing estimation

    … immediate application of our method is to the gene pathway data analysis where genes naturally fall into groups (pathways). An analysis of a glioblastoma microarray data is included for illustration of our method. In Part Two, for many-valued or continuous Y , the standard practice of replacing …

    must-thes Repository record for Sparse group sufficient dimension reduction and covariance cumulative slicing estimation (opens in a new tab)

  5. Drosophila Nicotinamidase And Sir2 In Longevity Regulation And Oxidative Stress Response, And The Implications For Aging Theory

    … Evidence is mounting, however, that many genetic manipulations that promote resistance to oxidative stress do not correlate with an increase in lifespan. Furthermore, many biochemical and genetic pathways involved in lifespan regulation do not have any known role in oxidative stress …

    wayne-thes Repository record for Drosophila Nicotinamidase And Sir2 In Longevity Regulation And Oxidative Stress Response, And The Implications For Aging Theory (opens in a new tab)

  6. Developing synthetic, minimal promoters in Saccharomyces cerevisiae

    … DNA insertions to express a heterologous multi-gene pathway. Furthermore, their high sequence homology provides the organism the opportunity to perform homologous recombination resulting in undesirable gene deletions. For these reasons, there is a critical demand for short promoters with low …

    texas Repository record for Developing synthetic, minimal promoters in Saccharomyces cerevisiae (opens in a new tab)

  7. Cellular reprogramming in eukaryotes

    … processes are controlled by a highly complex genetic and epigenetic network. Although much of this complexity is still unknown to us, we have nonetheless begun exploring, perturbing, and creating genetic circuits in cells. To truly understand and control a cell, we have to build it from …

    uiuc Repository record for Cellular reprogramming in eukaryotes (opens in a new tab)

  8. Computational methods for personalized cancer genomics

    … based on potentially clinically relevant driver genes, each with unique defining target features and pathways. These subtypes correspond to and build upon our previous knowledge of breast cancer subtypes. We also identify disease mechanisms in identifying key novel cancer pathways in which driver …

    uiuc Repository record for Computational methods for personalized cancer genomics (opens in a new tab)