- Quality control and preprocessing
- Read alignment to reference genome
- Gene expression quantification
- Basic visualization and plots
- Summary report with key metrics
- Raw and processed data delivery
- All Basic package features
- Differential expression analysis
- Statistical significance testing
- Volcano plots and MA plots
- Heatmaps and clustering analysis
- Gene ontology enrichment
- Pathway analysis (KEGG, Reactome)
- Comprehensive analysis report
- Cell barcode and UMI processing
- Quality control and filtering
- Normalization and scaling
- Dimensionality reduction (PCA, UMAP)
- Cell clustering and annotation
- Marker gene identification
- Trajectory analysis
- Interactive visualization dashboard
- Time-course experimental design analysis
- Temporal expression profiling
- Dynamic gene clustering
- Trend analysis and pattern identification
- Time-dependent pathway enrichment
- Interactive time-series plots
- Statistical modeling of temporal changes
- Comprehensive temporal report
- Multi-condition analysis
- Complex experimental design handling
- Batch effect correction
- Cross-condition comparisons
- Advanced statistical modeling
- Meta-analysis approaches
- Comprehensive comparative visualization
- Executive summary presentation
- Tailored analysis workflows
- Novel method implementation
- Integration with other omics data
- Custom statistical approaches
- Specialized visualization requests
- Method validation and benchmarking
- Ongoing consultation support