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A Platform for Designing Genome-Based Personalized Immunotherapy or Vaccine against Cancer
Sudheer Gupta1, Kumardeep Chaudhary1, Sandeep Kumar Dhanda1
1Bioinformatics Centre, CSIR-Institute of Microbial Technology, Chandigarh-160036, India.
Abstract:
Due to advancement in sequencing technology, genomes of thousands of cancer tissues or cell-lines have been sequenced. Identification of cancer-specific epitopes or neoepitopes from cancer genomes is one of the major challenges in the field of immunotherapy or vaccine development. This paper describes a platform Cancertope, developed for designing genome-based immunotherapy or vaccine against a cancer cell. Broadly, the integrated resources on this platform are apportioned into three precise sections. First section explains a cancer-specific database of neoepitopes generated from genome of 905 cancer cell lines. This database harbors wide range of epitopes (e.g., B-cell, CD8+ T-cell, HLA class I, HLA class II) against 60 cancer-specific vaccine antigens. Second section describes a partially personalized module developed for predicting potential neoepitopes against a user-specific cancer genome. Finally, we describe a fully personalized module developed for identification of neoepitopes from genomes of cancerous and healthy cells of a cancer-patient. In order to assist the scientific community, wide range of tools are incorporated in this platform that includes screening of epitopes against human reference proteome (http://www.imtech.res.in/raghava/cancertope/).
Insights
Cancertope is a new platform for designing cancer immunotherapies and vaccines using genomic data. It features a database of cancer neoepitopes and tools for personalized neoepitope prediction from patient genomes.
Area of Science:
- Genomics
- Immunoinformatics
- Cancer Research
Background:
- Advancements in sequencing technology have generated vast cancer genomic data.
- Identifying cancer-specific neoepitopes is crucial for immunotherapy and vaccine development.
Purpose of the Study:
- To introduce Cancertope, a platform for designing genome-based cancer immunotherapies and vaccines.
- To provide tools for neoepitope identification from cancer genomes.
Main Methods:
- Development of a cancer-specific neoepitope database from 905 cancer cell lines.
- Implementation of a partially personalized module for predicting neoepitopes from user-specific cancer genomes.
- Creation of a fully personalized module for identifying neoepitopes from patient-specific cancer and healthy cell genomes.
Main Results:
- The platform integrates a comprehensive database of diverse neoepitopes (B-cell, CD8+ T-cell, HLA class I, HLA class II) against 60 cancer antigens.
- It offers predictive modules for both partially and fully personalized neoepitope identification.
- Tools for screening epitopes against the human reference proteome are included.
Conclusions:
- Cancertope provides a valuable resource for the scientific community in the field of cancer immunotherapy and vaccine design.
- The platform facilitates the identification and design of personalized cancer vaccines based on genomic data.
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