Internal SBPMDI
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The Bioinformatics Shared Resource (BSR) is a member of the Cancer Center Shared Resources. Our mission is to provide bioinformatics services to the other Shared Resources and to individual researchers throughout the Institute. Our services span the entire field of bioinformatics from Next-Gen Sequencing Data Analysis, pathway modelling, and microarray analysis to high-throughput screening and data management.
Our services includes (but not limited to):
Streamlined biological data analysis
Streamlined NGS data analyses for RNA-Seq, ChIP-seq, ATAC-Seq, whole genome/exome sequencing, targeted resequencing using computational pipelines based on best-practices using both open source software such R Bioconductor tools, STAR, RSEM, GATK, Homer, IGA, UCSC Genome Browser, and licensed commercial software such as OmicSoft Array Suite (Qiagen), Ingenuity Pathway Analysis (IPA, Qiagen), MetaCore (Clarivate). We help researchers retrieve and process public available genomics data sets such as TCGA or Cancer Cell Line Encyclopedia (CCLE) for gene expression, cancer mutation, survival analysis and more. We provide knowledge-based pathway and target analysis using licensed and open source software, such as IPA, Metacore, Cytoscape and GSEA.
Multi-dimensional and heterogeneous data mining and integration across cancer dataspace
The Bioinformatics Core provides comprehensive and in-depth data integration analyses for multi-omics data sets to test researchers’ hypotheses, extract important information, and generate testable new hypotheses. We develop standardized computational pipelines and algorithms for emerging large-scale genomics studies, such as single cell sequencing. We provide customized network analyses using machine learning methods and weighted correlation-based methods such as WGCNA. These customized analyses provide high level data interpretation based on researcher generated data sets and complementary to traditional knowledge based methods, such as IPA and GSEA.
Biostatistics and Machine Learning
The Bioinformatics Core provides training, analysis, and on-request help for statistical and biostatistical questions and statistical consultation. These include inferring of significant information from experimentally obtained datasets, experimental design, power analysis, linear model based analysis, multivariate data analysis, survival analysis, and other statistical inference based on supervised or unsupervised methods. Relevant software assistance is provided for statistical and biostatistical applications from R/Bioconductor, Python (numpy, scipy, BioPython), G*Power, Graphpad Prism, Matlab, Mathematica, BioPerl. We develop and apply machine learning methods for data exploration and data mining, such as Bayesian Network, Mutual Information, Neural Network, Random Forest, text mining etc.
Infrastructure support, consultation and training
The Bioinformatics Core provides infrastructure development support for different research groups and core facilities. The Bioinformatics Core has extensive collaborations with SBP Genomics, Proteomics, and Fucntional Genomics Cores, and collaborates with Prebys screening center on lots of screening projects. The Core provides expert consultation, and training for SBP researchers to introduce public available resources, provide training on using licensed or Core developed tools, and help on experimental design and grant application.
Support for the BSR comes from three sources:
Pricing Schedule Hourly rates
SBMRI Cancer Center $ 50.00
SBP Non-CC $ 62.50
External Non-Profit $ 67.50
External Commercial $ 131.50
We have Institute-wide subscription to Systems biology tools IPA, ArrayStudio, and MetaCore. To get access to any of those tools please contact rmurad@sbpdiscovery.org
Rabi Murad, Ph.D. Director
rmurad@sbpdiscovery.org
(858) 646-3100 x4008
Room 4111, Building 4
Hours | Location |
Monday - Friday 8:30AM - 5:30PM Excluding Holidays |
Room4111, Building 4 La Jolla, California 92121 |
Name | Role | Phone | Location | |
---|---|---|---|---|
Rabi Murad, Ph.D. |
Director
|
(858) 646-3100 x4008
|
rmurad@sbpdiscovery.org
|
Room 4111, Building 4
|
Services List |
► Hourly Rates (1) | |||
Name | Description | Price | |
---|---|---|---|
Internal Tech Dev (Free) |
This applies to technical development work that are potentially beneficial to the whole institute. This includes development of reusable computational pipeline, literature research of new emerging technologies, and setting up computation enviroment. These development works are usually reusable and can be shared in the institute.
This service is free of charge, because it provides general technical support to the whole institute. Please include this item when a substantial amount of technical development work incurred in the project. |
Inquire |