3 Case Studies Endocrinology

Endocrinology Case Study Collection

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

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Endocrinology Programs

Case Study 1 Type 2 Diabetes and Obesity

GLP-1/GIP Dual Agonist

Challenge

Managing GI tolerability concerns and thyroid safety signals while demonstrating superior weight loss and glycemic control

ArcaScience Approach

Integrated Phase 2/3 data across diabetes and obesity trials with dose-titration-stratified safety analysis and thyroid monitoring

Results

  • GI tolerability profile characterized by dose titration speed
  • Thyroid C-cell monitoring framework established
  • Dual-indication BRA package prepared in 5 weeks
Case Study 2 Heart Failure and CKD

SGLT2 Inhibitor

Challenge

Expanding BRA beyond diabetes to cardiovascular and renal indications while managing DKA and genital infection risks

ArcaScience Approach

Cross-indication BRA integrating 4 CVOTs and 2 renal outcome trials with indication-specific benefit and risk quantification

Results

  • Cross-indication safety profile unified
  • DKA risk contextualized by indication
  • Supported 3 supplemental NDA submissions
Case Study 3 Type 1 and Type 2 Diabetes

Once-Weekly Basal Insulin

Challenge

Demonstrating non-inferior hypoglycemia profile versus daily basal insulins with improved adherence-adjusted outcomes

ArcaScience Approach

Hypoglycemia-focused BRA with time-in-range analysis from CGM data and adherence-adjusted benefit modeling

Results

  • Hypoglycemia rate comparison automated
  • CGM-derived time-in-range benefit quantified
  • 64% reduction in BRA preparation time

Results Across Endocrinology Programs

70%+

Reduction in BRA Preparation Time

90%+

Accuracy in AE Classification

3x

Faster Regulatory Submissions

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More Endocrinology Resources

PDF Whitepaper

Endocrinology BRA Methodology Guide

Slide Deck

Endocrinology Platform Overview Deck

Regulatory Guide

Endocrinology Regulatory Landscape

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