Archives: Case Studies

Overview Immunotherapy has transformed cancer treatment by enabling targeted immune responses against tumors. However, variability in patient response remains a major challenge, often leading to ineffective treatment outcomes and increased risk of adverse effects. Leveraging AI-powered patient stratification and advanced...

Case studies Structuring Fragmented Chemistry Data into an AI-Ready Biodegradability Dataset Turning scattered literature references into a single, quality-controlled source of truth for molecule-level biodegradability data Overview Excelra partnered with a specialty chemistry innovator to structure, curate, and aggregate biodegradability...

Case studies Implementing nf-test Integration Testing for a Multi-Aligner Nextflow Pipeline Overview This case study details how a bioinformatics engineering team partnered with Excelra to implement end-to-end integration testing for a production Nextflow targeted sequencing pipeline using the nf-test framework....

Case studies Decoding the Splicing Signatures of Disease Overview This case study details how Excelra built an end-to-end RNA-Seq splicing analysis pipeline for a leading U.S. pharmaceutical company studying RNA mis-splicing in a neuromuscular disease. Using rMATS-based differential splicing analysis,...

Case studies Where Should a Kinase Inhibitor Go Next? Overview This case study demonstrates how Excelra applied a six-stream, multi-evidence framework to identify and rank neuroinflammatory and neurodegenerative indications for an existing JH2-domain-binding kinase inhibitor. Integrating interactome analysis, human genetics,...

Case studies Accelerating ADC Research with Analysis-Ready PK and Safety Datasets Overview This case study details how Excelra partnered with a US-based large pharma to build comprehensive, analysis-ready datasets for FDA-approved antibody-drug conjugates (ADCs). Covering clinical PK profiles, physicochemical properties,...

Case studies LLM-Powered Multimodal Oncology Data Analysis Platform for High-Impact Cancer Research Authors: Meeta Sunil (Principal Technical Program Manager) & Debamitra Chakravorty (Technical Program Manager II) Overview Excelra partnered with a global biopharma organization to develop an LLM-powered multimodal oncology...

Case studies Target Assessment Platform Accelerating Drug Discovery through GWAS, PheWAS & Intelligent Annotation Authors: Sateesh Ganaparapu (Principal Architect) Overview The biopharmaceutical industry faces a persistent challenge: the vast majority of potential drug targets fail to translate into safe, efficacious...

Case studies Unlocking End-to-End Traceability in mRNA Research and Development Through a FAIR-Aligned, Harmonised Data Platform Overview As mRNA-based therapeutics and vaccines continue to transform modern biotechnology, scaling research and development operations requires robust data infrastructure, traceability, and governance. Fragmented...