HIGHLIGHTS FROM THE 8TH ANNUAL NEW ENGLAND RARE DISEASE STATISTICS (NERDS) WORKSHOP 2025: TRANSFORMING RARE DISEASE DRUG DEVELOPMENT

November 28 2025 Wan-Chi Hsin, PhD; Devon Taurone, MPH; Joanne Wei, MS

The 2025 New England Rare Disease Statistics (NERDS) workshop, held on October 9-10 in Boston, brought together leading biostatisticians, data scientists, clinical researchers, and regulatory professionals from academia and industry. This workshop served as an important forum for exchanging innovative ideas aimed at addressing the unique statistical and regulatory challenges inherent to rare disease drug research and development. At PROMETRIKA, we continue to advance collective expertise and strengthen our contributions to successful clinical development.

Across multiple sessions, presenters shared advances in adaptive trial designs, gene and cell therapy, application of artificial intelligence and machine learning in drug development, and the use of real-world and natural history data. In addition, healthcare providers shared powerful patient stories that highlighted both the lived experience of rare disease and the urgent need for innovative drug development. These perspectives reinforced the collective commitment to improving outcomes for patient communities with limited or no existing treatment options.  

 

“Across multiple sessions, presenters shared advances in adaptive trial designs, gene and cell therapy, application of artificial intelligence and machine learning in drug development, and the use of real-world and natural history data.”

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Highlights from the Workshop

A recurring theme in trial design for rare diseases was the incorporation of external data to reduce the need for large control arms in randomized clinical trials (RCTs). Dr. Yuan Ji, Professor of Public Health Sciences at the University of Chicago, introduced pioneering research on Bayesian approaches for information borrowing, sample size estimation and adaptive designs. Utilizing Bayesian additive regression trees (BART) along with the Meta-Analytic Predictive (MAP) prior, their flexible non-parametric regression method can incorporate historical controls while maintaining similarity between the external data and the trial population as well as addressing unmeasured confounders. Moreover, adaptive design methodologies, such as platform trials and seamless Phase II/III designs, were discussed as mechanisms to improve efficiency and operational feasibility and address ethical concerns. These concepts strongly align with PROMETRIKA’s work in developing customized statistical design frameworks that can be tailored to address the unique trial design challenges, regulatory priorities, and development goals of individual sponsors.  

Clinical dose-escalation strategy for rare diseases is particularly critical because patient populations are small, disease progression can be heterogeneous, and safety data are often limited. Dr. Qi Zhang from Sanofi shared an FDA case study of XenpozymeÒ and showcased how a thoughtful dose-escalation strategy enabled safe and effective drug development for the rare disease acid sphingomyelinase deficiency (ASMD), a genetic disorder causing toxic buildup of sphingomyelin in organs. Using ASM knockout mouse models, researchers discovered that toxicity from high doses could be mitigated by gradually increasing doses. Through early single ascending dose and multiple ascending dose studies, the team identified the maximum tolerated dose and established a within-patient dose-escalation algorithm, later confirmed in the Phase II/III adult and Phase I/II pediatric trials. Overall, the Xenpozyme case illustrates how integrating nonclinical insights, adaptive trial design, and model-informed strategies can optimize dosing and accelerate rare disease drug development. Such strategies are closely aligned with PROMETRIKA’s work in advancing statistical design frameworks for rare disease trials.

Dr. Edward Neilan, the Chief Medical and Scientific Officer of the National Organization for Rare Diseases (NORD), provided a highlight of the importance of maintaining a focus on rare disease research and the collaboration of patients, industry partners, policy makers, researchers, and clinicians to promote progress. It has been estimated that 90% of rare diseases lack FDA-approved therapies. To address this predicament, a key regulatory update was the FDA’s new CDER/CBER Rare Disease Evidence Principles (RDEP) statement. This framework recognizes the challenges of conducting large trials in ultra-rare, genetically defined diseases and offers a more flexible approach to generating evidence. Under RDEP, a single well-controlled study may be sufficient when supported by strong confirmatory data such as biomarker evidence, natural history comparisons, or real-world data. The FDA also provides clear eligibility criteria and earlier alignment with sponsors, helping streamline development while maintaining high standards for safety and effectiveness. For PROMETRIKA and the broader rare disease community, this represents a significant step forward. RDEP has the potential to accelerate development timelines, reduce uncertainty for sponsors, and most importantly, bring much-needed therapies closer to patients who have waited far too long. 

What This Means for Us

Attending the 2025 NERDS Workshop aligns with PROMETRIKA’s commitment to scientific excellence and innovations in clinical research. The technical discussions on rare disease drug development underscored the evolving demand for cutting-edge statistical methodologies in clinical trial design, along with rigorous approaches to data analysis and management. By maintaining active participation in scientific conferences and discussions such as NERDS, PROMETRIKA continues to advance collective expertise and strengthen our contributions to successful clinical development, accelerating the delivery of effective therapies to patients with rare diseases.  

 

References 

New England Rare Disease Statistics Workshop. (2025, October). https://nerds.nestat.org