3 Case Studies Immunology

Immunology Case Study Collection

Real-world examples of ArcaScience's AI-driven benefit-risk analysis applied to immunology development programs.

Download Case Studies

Immunology Programs

Case Study 1 Psoriasis and Psoriatic Arthritis

IL-23 Inhibitor

Challenge

Demonstrating superior benefit-risk versus IL-17 and TNF inhibitor classes across two indications with different risk profiles

ArcaScience Approach

Cross-indication comparative BRA integrating 14 clinical trials and real-world evidence from 22,000 patients across 3 biologic classes

Results

  • Quantified class-level safety differentiation
  • Automated NNT/NNH calculations across PASI/ACR endpoints
  • 75% reduction in comparative BRA document preparation
Case Study 2 Rheumatoid Arthritis

Selective JAK1 Inhibitor

Challenge

Addressing FDA boxed warning concerns for MACE, VTE, malignancy, and serious infections in the post-ORAL Surveillance era

ArcaScience Approach

Deployed cardiovascular and malignancy signal detection models across clinical trial and post-marketing data with active comparator analysis

Results

  • Automated MACE/VTE monitoring aligned with FDA requirements
  • 93% accuracy in serious infection signal classification
  • Quarterly safety update generation reduced from 6 weeks to 10 days
Case Study 3 Rheumatoid Arthritis, IBD, Psoriasis

TNF Inhibitor Biosimilar

Challenge

Establishing comparable benefit-risk profile across 6 approved indications with limited clinical trial data per indication

ArcaScience Approach

Totality-of-evidence BRA framework integrating analytical, nonclinical, PK, and clinical data with immunogenicity comparability assessment

Results

  • Streamlined multi-indication BRA package
  • Immunogenicity comparability demonstrated across switching studies
  • Regulatory approval in EU, US, and Japan within 18 months

Results Across Immunology Programs

70%+

Reduction in BRA Preparation Time

90%+

Accuracy in AE Classification

3x

Faster Regulatory Submissions

Get the Full Immunology Case Study Collection

Complete the form below to receive the document via email.

By downloading, you agree to our Privacy Policy.

More Immunology Resources

PDF Whitepaper

Immunology BRA Methodology Guide

Slide Deck

Immunology Platform Overview Deck

Regulatory Guide

Immunology Regulatory Landscape

See ArcaScience for Immunology

Request a live demonstration of ArcaScience configured for immunology benefit-risk analysis. Our scientists will show TA-specific data, AI models, and regulatory outputs relevant to your program.

Request Immunology Demo