1. Single Analysis Module

Stop letting a single technical hurdle stall your entire project. Whether you are asking, “How many distinct cell states are actually in my population?” or “How do I remove this batch effect without losing my biological signal?”, our Single Analysis Module provides the answer.

We apply the same rigorous computational standards used in our Nature, Cell, JCI publications to move your data from “Raw” to “Ready” with absolute statistical certainty.

Description

Tier 1: Basic Module Execution ($2,000)
The Goal: A high-fidelity “Clean Data” foundation ready for immediate biological interpretation.
  • Timeline: 72-Hour Rapid Kickoff (approx. 1.5 work weeks for delivery).
  • Best For: Standardized datasets (up to 25 samples) requiring a single, expert-led computational step.
  • What’s Included:
    • Specialized Execution: Focused delivery of one core task: e.g., Advanced QC/FilteringBatch-Effect CorrectionDifferential Expression (DGE), or Dimensionality Reduction (UMAP/t-SNE).
    • Literature-Backed Parameters: Expert selection of tool settings based on current peer-reviewed benchmarks—not just default settings.
    • Visual Validation Suite: 3 diagnostic plots (e.g., PCA, Cook’s distance, or Silhouette scores) to verify data integrity.
  • The Deliverable: A finalized, normalized data object (RDS/CSV) and a technical summary of the methodology used.

Tier 2: Premium Module for Complex Datasets ($5,000)
The Goal: “Reviewer-Proof” high-resolution insights from your most difficult or high-volume cohorts.
  • Timeline: Priority Scheduling (approx. 3 work weeks for delivery).
  • Best For: Large-scale cohorts (>25 samples), clinical trial data, or “noisy” samples (ultra-low input/rare cells) where standard pipelines fail.
  • What’s Included:
    • Custom Algorithmic Tuning: Development of bespoke normalization strategies to handle high noise-to-signal ratios and complex multi-batch integration.
    • Iterative Sub-Clustering: Multi-stage refinement to identify rare subpopulations or subtle biological signals that “Basic” tools often overlook.
    • Positive Control Validation: We run our internal “Gold Standard” datasets alongside yours to prove the module’s accuracy on your specific tissue type.
  • The Deliverable: Integrated data objects, a suite of publication-ready discovery figures, and a Detailed Technical Narrative (Methods/Appendix) justifying every parameter choice for rigorous peer review.

Additional information

Sprint Level

Basic, Premium