Related Experiment Video
Updated: May 16, 2026

07:50
Global and Current Research Trends of Single-Cell Sequencing in Cancer: A Bibliometric and Visualization Study
Published on: April 18, 2025
Accelerating cancer systems biology research through Semantic Web technology.
Zhihui Wang1, Jonathan Sagotsky, Thomas Taylor
1Department of Pathology, University of New Mexico, Albuquerque, NM, USA.
Wiley Interdisciplinary Reviews. Systems Biology and Medicine
|November 29, 2012
Summary
Cancer systems biology research is advanced by a new Digital Model Repository (DMR). This platform enables secure, collaborative cancer modeling online, protecting intellectual property.
Area of Science:
- Computational biology
- Bioinformatics
- Cancer research
Background:
- Cancer systems biology requires extensive collaboration, but current database technologies hinder data accessibility.
- The Semantic Web offers a solution for creating self-descriptive, human- and machine-readable, and easily sharable data for web-based cancer research.
Purpose of the Study:
- To develop a semantically linked online Digital Model Repository (DMR) for computational cancer models.
- To facilitate secure, inter-institutional collaboration on cancer modeling projects while protecting intellectual property.
Main Methods:
- Leveraging Semantic Web technologies, ontologies, and grid computing.
- Implementing a collaboration workflow involving institutional licensing officers to safeguard intellectual property.
- Achieving silver-level compatibility with the National Cancer Institute's caBIG for broad accessibility.
Main Results:
- The DMR enables distributed, multidisciplinary teams to collaborate on cancer modeling projects.
- Secure, inter-institutional collaboration and grid-based execution of shared models are supported.
- The system protects researchers' intellectual property through a defined workflow.
Conclusions:
- The developed DMR effectively addresses data accessibility and collaboration challenges in cancer systems biology.
- The Semantic Web, ontologies, and grid computing provide a robust framework for secure, collaborative cancer modeling.
- This approach facilitates advancements in cancer research through enhanced data sharing and IP protection.
More Related Videos
Related Concept Videos
Adaptive Mechanisms in Cancer Cells
Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Adaptive Mechanisms in Cancer Cells
Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Cancer
Cancers arise due to mutations in genes involved in the regulation of cell division, which leads to unrestricted cell proliferation. Modern science and medicine have made great strides in the understanding and treatment of cancer, including eradicating cancer in some patients. However, there is still no cure for cancer. This is largely due to the fact that cancer is a large group of many diseases.
Targeted Cancer Therapies
The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against specific...
There are several types of targeted therapies against specific...
Cancer-Critical Genes I: Proto-oncogenes
Genes usually encode proteins necessary for the proper functioning of a healthy cell. Mutations can often cause changes to the gene expression pattern, thereby altering the phenotype.
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
Cancer-Critical Genes II: Tumor Suppressor Genes
Genes usually encode proteins necessary for the proper functioning of a healthy cell. Mutations can often cause changes to the gene expression pattern, thereby altering the phenotype.
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...

