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Updated: Nov 2, 2025

In Vivo Functional Study of Disease-associated Rare Human Variants Using Drosophila
Published on: August 20, 2019
Progress, challenges and global approaches to rare diseases.
Stephen C Groft1, Manuel Posada2, Domenica Taruscio3
1National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD, USA.
Despite progress, 90% of rare diseases lack effective treatments, necessitating expanded awareness and research. Advances in AI and big data offer new hope for developing novel therapeutics and improving patient care globally.
Area of Science:
- Medical research
- Genetics
- Public health
Background:
- Rare diseases affect all life stages, imposing significant psychosocial and economic burdens on patients and families.
- While diagnostic and therapeutic efforts have advanced for some of the estimated 7000 rare diseases, 90% still lack effective treatments.
- Definitions vary globally, with the US defining rare diseases as affecting fewer than 200,000 people, and the EU defining them as affecting fewer than 1 in 2000 people.
Purpose of the Study:
- To highlight the unmet medical and social needs of rare disease patients.
- To emphasize the need for expanded awareness, advocacy, and outreach, particularly in underserved populations.
- To discuss the role of patient-research partnerships and technological advancements in rare disease therapy development.
Main Methods:
- Review of current rare disease definitions and statistics.
- Analysis of challenges in diagnosis and treatment development.
- Exploration of emerging technologies like bioinformatics, artificial intelligence (AI), and machine learning (ML) in rare disease research.
Main Results:
- Significant progress has been made in understanding and treating some rare diseases, but a vast majority remain untreated.
- Patient involvement in research and regulatory initiatives are accelerating therapeutic development.
- AI, ML, and big data analytics are proving instrumental in identifying novel therapeutics, predicting disease patterns, and optimizing patient care.
Conclusions:
- Expanded awareness, advocacy, and equitable outreach are crucial for addressing the global burden of rare diseases.
- Patient-centered research and regulatory support are vital for advancing the pipeline of new therapies.
- Technological innovations in bioinformatics and AI hold immense promise for discovering and evaluating treatments for rare diseases, offering hope to millions worldwide.
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