Data preprocessing
Steps such as peak detection, peak alignment and quantitative feature assessment are planned for the platform and data format.

A dedicated bioinformatics service for processing and interpreting proteomics, metabolomics, lipidomics and fluxomics data. We build an analysis plan around the data structure and research objective.
Discuss your project ↗Steps such as peak detection, peak alignment and quantitative feature assessment are planned for the platform and data format.
Evaluate differences between sample groups using methods appropriate to the experimental design. Data quality and limitations of interpretation are considered together.
Place findings in a biological context through functional annotation, pathway analysis and protein–protein interaction networks.
Support with experimental planning, data processing and reporting for mass spectrometry and bioinformatics projects. Existing datasets may also be submitted for assessment.
You can also bring data generated in your own laboratory or at another facility.
Share the data format, sample-to-group mapping, experimental design and research question.
Processed tables, statistical results, annotated plots and an analysis-method summary as scoped.
Raw-data processing, statistics and pathway analysis can be scoped separately. Interpretation is framed by data quality and experimental design.
A heatmap brings together relative changes in measured features across samples.
Data preprocessing · Statistical analysis · Pathway enrichment
| Parameter | Scope |
|---|---|
| Data source | Analytical platform and data file format. |
| Experimental design | Groups, sample count and biological/technical replicates. |
| Previous processing | Existing preprocessing and any quality-control information. |
| Research objective | Comparisons, pathways of interest and expected reporting scope. |
Research question, samples, study groups and replicates.
Sample preparation, analytical approach and reporting plan.
Agreed analyses and scope of biological interpretation.
Share your research question, analysis or manufacturing requirements. Attach drawings and relevant files to your email.