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OncoBase: a platform for decoding regulatory somatic mutations in human cancers
Xianfeng Li1,2, Leisheng Shi3, Yan Wang1
1Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of Molecular Oncology, Peking University Cancer Hospital & Institute, Beijing 100142, China.
Abstract:
Whole-exome and whole-genome sequencing have revealed millions of somatic mutations associated with different human cancers, and the vast majority of them are located outside of coding sequences, making it challenging to directly interpret their functional effects. With the rapid advances in high-throughput sequencing technologies, genome-scale long-range chromatin interactions were detected, and distal target genes of regulatory elements were determined using three-dimensional (3D) chromatin looping. Herein, we present OncoBase (http://www.oncobase.biols.ac.cn/), an integrated database for annotating 81 385 242 somatic mutations in 68 cancer types from more than 120 cancer projects by exploring their roles in distal interactions between target genes and regulatory elements. OncoBase integrates local chromatin signatures, 3D chromatin interactions in different cell types and reconstruction of enhancer-target networks using state-of-the-art algorithms. It employs informative visualization tools to display the integrated local and 3D chromatin signatures and effects of somatic mutations on regulatory elements. Enhancer-promoter interactions estimated from chromatin interactions are integrated into a network diffusion system that quantitatively prioritizes somatic mutations and target genes from a large pool. Thus, OncoBase is a useful resource for the functional annotation of regulatory noncoding regions and systematically benchmarking the regulatory effects of embedded noncoding somatic mutations in human carcinogenesis.
Insights
OncoBase annotates millions of noncoding somatic mutations in 68 cancer types by integrating 3D chromatin interactions. This database helps understand how these mutations affect gene regulation and contribute to human carcinogenesis.
Area of Science:
- Genomics
- Cancer Biology
- Bioinformatics
Background:
- Millions of somatic mutations in human cancers occur outside coding sequences, complicating functional interpretation.
- Advances in sequencing and 3D chromatin looping enable determination of distal gene targets for regulatory elements.
Purpose of the Study:
- To present OncoBase, an integrated database for annotating somatic mutations by exploring their roles in distal gene-regulatory element interactions.
- To provide a resource for functional annotation of noncoding regulatory regions and benchmarking of noncoding somatic mutation effects in carcinogenesis.
Main Methods:
- Integration of 81,385,242 somatic mutations from 68 cancer types and over 120 projects.
- Incorporation of local chromatin signatures, 3D chromatin interactions, and enhancer-target network reconstruction.
- Utilizing a network diffusion system to prioritize mutations and target genes based on enhancer-promoter interactions.
Main Results:
- OncoBase integrates diverse data, including local and 3D chromatin signatures, and visualizes mutation effects on regulatory elements.
- The database quantitatively prioritizes somatic mutations and target genes by analyzing enhancer-promoter interactions.
- It facilitates the systematic analysis of noncoding somatic mutations' regulatory effects.
Conclusions:
- OncoBase serves as a valuable resource for understanding the functional impact of noncoding somatic mutations in cancer.
- The database aids in the systematic annotation and benchmarking of regulatory elements and their associated mutations in human carcinogenesis.
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