Accelerating precision medicine

| October 17, 2017

article image
The fully realized vision of precision medicine includes the capability to rapidly diagnose, sequence and develop a personalized treatment plan based on combined analysis of genotype, phenotype, environmental, clinical and behavioral data. Precision medicine can be advanced through the “All of Us” research initiative of the Precision Medicine Initiative, the most ambitious accumulation of human genomic, personal health and clinical information in history; but accelerating precision medicine to achieve this vision will require new capabilities and speed in personal health, clinical and genomic data storage transfer and analysis, as well as in interoperability and security. Further, precision medicine will demand new private sector, legislative and regulatory approaches for review and approval of genomic sequencing technologies and other software and devices needed to advance knowledge of disease factors that demonstrate variability among individuals.

Spotlight

Takeda Oncology

Takeda Oncology is a leading biopharmaceutical company focused on oncology that combines the agility, ideals and camaraderie of a start-up with the resources of Japan’s largest pharmaceutical company. The result is a creative, entrepreneurial environment where quality science and making a difference in patients'​ lives are the priorities.

OTHER ARTICLES

New Dimensions of Clinical Trial Optimization

Article | April 20, 2021

For much of the past three decades, even as methodologies for clinical trial design have advanced and refined, the idea of the optimized clinical trial has centered on optimal patient samples, target enrollment rates, and generally the most efficient uses of scarce resources in the form of patients. Yet anyone who has had to design and optimize a clinical trial, knows that trial optimization occurs within an ecosystem of choices; a series of choices that stretch from the time it takes to implement a clinical trial and submit clinical data for analysis, to general concerns about the cost and power of a clinical trial. A true clinical trial optimization process would try to unify a number of these choices into a single framework for trial optimization. The complexity of clinical trial optimization comes from the need to align priorities on the one hand, and to understand opportunities on the other. We know that at a very general level, clinical operations specialists benefit from simplicity in clinical trial design, and that commercial teams prefer shorter clinical trials to longer ones. We also know that the statistical design of a clinical trial can influence both simplicity and duration. Yet how many sponsors have their clinical operations and commercial teams, sit with their R&D teams to review various statistically nuanced design options? For many sponsors, the reason this process does not occur as often as it should, is because the nuanced statistical parameters of a clinical trial design are very difficult to communicate to non-statisticians. Yet a trial optimization tool like Solara, equipped with data visualizations and the ability to see tradeoffs intuitively, can overcome this challenge. The real challenge is often convincing the non-statistician that they have a stake in clinical trial design. Cytel recently had a client that thought it needed a sample size re-estimation design, because it had a very strict limit on the number of patients it could enroll. After a few hours of working with Solara, though, a statistician discovered that a much simpler Group Sequential Design would deliver comparable power using about the same number of patients. The gains from the more complex design were minimal from the optimization perspective, when understood as the eco-system of choices. Similarly, most commercial teams pressure their clinical trial designers to have the most accelerated clinical trial imaginable, but as we all know, the longer the clinical trial the more likely there will be a higher number of events that demonstrate the effectiveness of a new medicine. So commercialization teams have a stake in longer clinical trials, even when their rule of thumb is to shorten them. Therefore, it is absolutely essential to communicate the benefits of various statistical designs to multiple stakeholders in a way that makes tradeoffs clear. Aligning on priorities early during the clinical trial design process is essential to selecting the optimal clinical trial. Yet for this statisticians need to be equipped for both a strategic and communicative role in the R&D process.

Read More

Top Specialty Pharmacy Therapy Areas

Article | March 16, 2020

Accelerated by advancements in cancer treatments and a growing emphasis on personalized and precision medicine, specialty pharmacy represents a rapidly growing sector within the healthcare industry. In fact, the market is projected to grow to $500 billion by the end of this year—up from $200 billion in total U.S. specialty drug spending in 2017. Industry growth of this magnitude creates challenges for those looking to understand and penetrate the market. It can be difficult, after all, to maintain updated information about high-priority drug therapy areas or facility affiliations in a market that’s constantly changing.

Read More

Artificial intelligence in pharma: utilising a valuable resource

Article | March 11, 2020

The pharmaceutical industry is set to greatly benefit from the use of artificial intelligence (AI), due to its wide range of applications. Sydney Tierney discusses how machine learning can enhance marketing, manufacturing and drug trials. Artificial intelligence (AI) can be applied to nearly every aspect of the pharmaceutical and healthcare industry, to enhance data processing. Adopting the technology will reveal the astonishing potential of the healthcare sector, with success rates flying higher than ever before – especially in the research and development of crucial, life-changing drugs.

Read More

What to Watch in 2020: Non-Specialty Drugs

Article | March 1, 2020

Pharmaceutical manufacturers are constantly working to develop new and improved medications. Join us as we explore the non-specialty drugs you should be watching in 2020. If you missed last week’s article about the most important upcoming specialty drugs, be sure to check it out here. Approximately 40 new medications are approved by the Food and Drug Administration (FDA) every year.1 (Please note: If you’re curious about what it takes to develop a drug and bring it to market, check out our previous article). Why should you care about these new medications? Because they can affect both your organization’s pharmacy spend and your members’ cost share. For non-specialty drugs, we will focus on medications that may come to market this year, including ones that are currently being reviewed by the FDA, or that are in the last clinical trial (Phase III) stage.

Read More

Spotlight

Takeda Oncology

Takeda Oncology is a leading biopharmaceutical company focused on oncology that combines the agility, ideals and camaraderie of a start-up with the resources of Japan’s largest pharmaceutical company. The result is a creative, entrepreneurial environment where quality science and making a difference in patients'​ lives are the priorities.

Events