Related Experiment Video
Updated: Sep 21, 2025
10:27
Testing Targeted Therapies in Cancer using Structural DNA Alteration Analysis and Patient-Derived Xenografts
Published on: July 25, 2020
7.4K
CAD v1.0: Cancer Antigens Database Platform for Cancer Antigen Algorithm Development and Information Exploration
Jijun Yu1,2, Luoxuan Wang3, Xiangya Kong4
1State Key Laboratory of Toxicology and Medical Countermeasures, Beijing Institute of Pharmacology and Toxicology, Beijing, China.
Frontiers in Bioengineering and Biotechnology
|June 1, 2022
Summary
This study enhances cancer antigen prediction by compiling verified data and discussing its role in improving neoantigen prediction algorithms for cancer vaccines. A new platform, Cancer Antigens Database (CAD), is introduced for exploring cancer antigens.
Area of Science:
- Immunology
- Bioinformatics
- Computational Biology
Background:
- Cancer vaccines show promise, with neoantigens being key targets due to their tumor-specific nature and reduced side effects.
- Current neoantigen prediction algorithms require improvement due to limited verified datasets and incomplete understanding of neoantigen properties.
Purpose of the Study:
- To improve neoantigen prediction algorithms for cancer vaccines.
- To compile and analyze verified cancer antigen peptide data.
- To develop a user-friendly platform for cancer antigen exploration.
Main Methods:
- Recruitment of verified cancer antigen peptides.
- Collection and analysis of relevant peptide information.
- Development of the Cancer Antigens Database (CAD).
Main Results:
- Discussion on the utility of various datasets for enhancing cancer antigen prediction algorithms.
- Identification of key factors influencing neoantigen prediction accuracy.
- Establishment of the Cancer Antigens Database (CAD) for public access.
Conclusions:
- Verified datasets are crucial for advancing neoantigen prediction and cancer vaccine development.
- The Cancer Antigens Database (CAD) provides a valuable resource for researchers in cancer antigen exploration.
- Further research into neoantigen properties will refine prediction algorithms and therapeutic strategies.
Keywords:
cancer antigenneoantigenprediction modeltumor-associated antigens (TAAs)tumor-specific antigens (TSAs)More Related Videos
Related Concept Videos
01:21Cancer Survival Analysis
463
Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
463
01:33Cancer-Critical Genes I: Proto-oncogenes
9.2K
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...
9.2K
01:30Cancer Vaccines
526
Cancer treatment vaccines are a rapidly evolving field that offers a promising approach to immunotherapy. Unlike traditional vaccines that prevent diseases, cancer treatment vaccines are designed to treat existing cancers by stimulating the immune system to recognize and attack cancer cells.
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...
526
02:53Adaptive Mechanisms in Cancer Cells
6.0K
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,...
6.0K
01:05Cancer-Critical Genes II: Tumor Suppressor Genes
8.2K
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...
8.2K