As an interdisciplinary field, bioinformatics combines computer science, statistics and life sciences together, to develop algorithms and professional software tools for mining and interpreting the tremendous biological data, generated in recent booming high throughput -omics studies.
With the development of genomics, transcriptomics, proteomics and metabolomics, the bioinformatics has become more and more important and get even widely application in data mining. To study how the cellular activities are altered in different states, the biological data is combined to form a comprehensive picture, a aerial view of the involved biological activities. As a powerful tool, bioinformatics can help the biologists to increase the understanding of biological processes with computationally intensive techniques, for pattern recognition, data mining, machine learning algorithms, and visualization. And major research efforts in the field include DNA/ RNA/protein sequencing, sequence alignment, gene finding, genome assembly, drug design, drug discovery, protein structure alignment and prediction, prediction of gene expression and protein-protein interactions, genome-wide association studies, and the modeling of evolution.
Equipped with advanced computing instruments and software, our scientists can provide the services as below:
| Bioinformatics for Metabolomics | ||
| Preprocess and normalization | ||
| Univariate analysis | ||
| • Fold change analysis | • T-test analysis | • ANOVA |
| • Correlation analysis | • SAM Service | • Volcano plot |
| Multivariate analysis | ||
| • PCA | • PLS-DA | • OPLS-DA |
| Clustering analysis | ||
| • Heatmap service | • K-means service | • SOM service |
| Classification & feature selection | ||
| Enrichment analysis | ||
| Pathway analysis | ||
| Biomarker analysis | ||
| Association Analysis | ||
| Customization | ||
How to place an order
*If your organization requires signing of a confidentiality agreement, please contact us by email.
Creative Proteomics, staffed by highly experienced biostatisticians and scientists in omics studies, can provide a wide range of bioinformatics services for the analysis and interpretation of data generated by state-of-the art proteomics and metabolomics technologies, such as Shotgun LC-MS/MS, SELDI-TOF MS, MALDI-TOF MS and protein arrays. Using our experience in the computational sciences and knowledge of these powerful technologies, we can provide our customers unparalleled services for the analysis of proteomics and metabolomics data. Any bioinformatics analysis requirement, please feel free to contact us for all the detailed information!
