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Lab Scientist
Approval of effective products follows predictable patterns of innovation

Joanna Howarth

The recent approval of SpinrazaTM(nusinersen), jointly developed by Ionis Pharmaceuticals and Biogen, marks the arrival of a new class of biological products - oligonucleotide therapeutics, or gene-based drugs. A recently published study from Bentley's Center for Integration of Science and Industry shows that the thirty year path from the initiation of research on oligonucleotides as therapeutics to the emergence of effective products followed predictable patterns of innovation, in which novel products are successfully developed only after the underlying basic research reaches a requisite level of maturity.

The article in the journal Molecular Therapy - Nucleic Acids titled "As Technologies for Nucleotide Therapeutics Mature, Products Emerge" describes the analysis of more than 60,000 research publications related to oligonucleotide therapies. The work applies a data analysis model for the growth and maturation of biomedical research to characterize the progress of research on the pharmaceutical chemistry of oligonucleotide therapeutics, as well as the molecular targets, for their actions. Previous work has demonstrated that successful product development characteristically follows the maturation of the enabling research past an analytically defined established point. The present work shows that the approval of oligonucleotide therapeutics exhibits a similar pattern.

Oligonucleotide therapeutics are a novel class of biopharmaceutical products comprised of short strings of synthetic nucleotides, which resemble the building blocks for DNA. These products are designed to alter the expression of target genes in the body, suppressing expression of genes associated with disease, or restoring expression of genes required for health. Originally described in the 1980s, the potential of oligonucleotides as therapeutic agents spawned hundreds of clinical trials and billions of dollars of investment in companies developing these therapeutics without generating successful products.

"Discovery and development of new medicines, such as an oligonucleotides, requires extensive basic research to optimize the product chemistry, improve its biological activity, and characterize a specific chemical entity that can safely treat diseases," said Dr. Fred Ledley, director of the Center for Integration of Science and Industry. "Our work suggests that when data analytics are used to track the maturation of basic research, drug developers will be able to more efficiently recognize the point at which the science is mature enough for product development."

The work was supported by a grant from the National Biomedical Research Foundation.

THE CENTER FOR INTEGRATION OF SCIENCE AND INDUSTRY at Bentley University brings together faculty, students, and visiting scholars in an interdisciplinary effort to understand and accelerate the translation of scientific discoveries to create public value. The Center is an environment for thought leadership and interdisciplinary scholarship spanning basic science, data analytics, business and public policy. For more information, visit and follow us on Twitter @sciindustry.

BENTLEY UNIVERSITY is one of the nation’s leading business schools, dedicated to preparing a new kind of business leader with the technical skills, global perspective and ethical standards required to make a difference in an ever-changing world. Bentley’s diverse arts and sciences program combined with an advanced business curriculum prepares graduates to make an impact in their chosen fields. The university enrolls approximately 4,000 undergraduate and 1,000 graduate students.