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Increasing clinical trial success rates with adaptive technology

September 20, 2022
Blog

Increasing clinical trial success rates with adaptive technology

September 20, 2022

Global Clinical Director of Patient Safety & Quality

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Amendments and complexities can compromise budgets

Drug development is an expensive and time-consuming process. On average, it costs $319.3 million for initial research and development and can take over eight years before a drug reaches the market. Additionally, 86.2% of all trials fail to reach market approval.

On top of the burgeoning costs to design and run a trial, over 50% of all clinical trials have at least one protocol amendment. This can be disruptive to study sites and create major logistical challenges, even requiring the re-consent of patients if the delivery method or data capture is changed.

According to researchers, implementing planned and unplanned mid-study changes can delay a trial by 30 days. In one study, the average cost of trial delays was found to be over $500,000 for Phase III trials and increased the duration of the trial by as much as three months. With many studies averaging more than two amendments, this time can soon blow your budget.

Over the past five years, clinical trials have also grown increasingly complex. Companies are targeting more complicated and rare disease states with narrowly defined patient populations, decision makers want to see more patient-reported outcomes, and biomarker data has become a new benchmark for many diseases, increasing the cost and complexity of data collection. In 2015, an average of 187 procedures were done in Phase III trials, a 70% increase from previous years.

This increasing complexity in design also affects the study sites that carry out the trial enrollment and data collection.

Additionally, it can be hard to keep enrollment numbers high when there are unplanned changes to a trial as participants may become concerned by the changing protocols.

Adaptive clinical trials are challenging old assumptions

To overcome the barriers associated with unplanned changes, some clinical trials are switching to a more flexible, adaptive trial approach. According to the Food and Drug Administration, an adaptive trial is “a clinical trial design that allows for prospectively planned modifications to one or more aspects of the design based on accumulating data from subjects in the trial.” One example is a design with adaptive dose selection, in which the aim of the study is to research the dose-response relationship.

In a 2019 guidance document, the FDA recommended adaptive trial approaches because they increase the likelihood of patients receiving a beneficial treatment. One analysis found that this more accommodating approach can increase the likelihood of a drug’s approval by 13%, rising to 32% for some therapeutic areas such as oncology.

Overall, adaptive trials are more efficient, take less time to complete, and need fewer participants. By allowing for pre-planned modifications to a trial’s design after it has begun — modifications that are based on real-time data accumulated from the trial’s participants — adaptive trials make much better use of resources and money. By design, interim data checks and analysis can help investigators make pre-specified mid-trial changes while maintaining the validity of the trial, something that is not always possible with the more traditional clinical trial approach.

“This real-time data evaluation maximizes the information available from the data collected to shorten development timelines through faster go/no-go decisions and reduce overall costs,”

DR. MERT ARAL, CHIEF MEDICAL OFFICER AT HUMA

“This real-time data evaluation maximizes the information available from the data collected to shorten development timelines through faster go/no-go decisions and reduce overall costs,” says Dr. Mert Aral, Chief Medical Officer at Huma. "It is also important to note that adaptive trials can also be safer for participants since mid-study checks can identify important safety signals and allow for modifications to study protocols. This maximizes the probability of success with regulators and payers, while, at the same time, reducing costs and commitment time.”

In order to design a successful adaptive trial, experienced investigators are required to ensure that the design does not compromise the integrity of the data. For example, the European Medical Association’s guidance points out that too many interim data checks may invalidate the study results. They recommend that interim analyses should only be performed when absolutely necessary and potentials for bias should be explored before the start of the trial. Many stakeholders and decision-makers are not as familiar with an adaptive trial design as they are with the more traditional study. Finding study sites can also be more problematic as the investigators may worry that an adaptive trial approach means more work for them.

Huma enables high-quality research with a flexible approach

Huma's decentralized clinical trials platform was designed to help advance research and better enable the next generation of clinical trials to succeed. It has been designed with flexibility in mind, which can help prevent the long delays associated with mid-trial changes to keep costs low and enrollment high. With our platform, many required, approved trial changes can be made quickly, avoiding added time and cost.

Our platform enables decentralized and hybrid clinical trials with a digital-first approach to deliver effective treatments to patients faster. We’ve designed our platform to be super easy and intuitive to modify protocol changes and trial variations. Our self-serve, configurable platform gives investigators the option to easily make changes directly, or they can utilize Huma’s expert team to make the changes for them.Previous research found that clinical trial investigators were more satisfied with an electronic data system’s ability to manage mid-study changes. Huma’s decentralized clinical trial platform helps improve trial participation, diversity, engagement, and efficiency. Previous research found that clinical trial investigators were more satisfied with an electronic data system’s ability to manage mid-study changes.

Huma’s decentralized clinical trial platform helps improve trial participation, diversity, engagement, and efficiency.With an intuitive UI design, Huma’s platform supports multiple recruitment strategies to optimize participant engagement, ensuring diverse enrollment and improved retention rates.

You can also keep participants up to date on any protocol changes and testing regimes. Awarded the Prix Galien International 2022 ‘best of the best digital health product’ award for the impact of its remote patient monitoring platform across healthcare and research, our technology will help you publish updated trial guidance in the Learn module for instant visibility and review of real-time changes – minimizing the time needed for User Acceptance Testing.

The customizable dashboard provides near real-time patient data and insights regarding site and participant performance to help you proactively and safely monitor patients, improve protocol adherence, and enable faster decision-making.

As Charles Darwin famously said: “It is not the strongest of the species that survives, nor the most intelligent. It is the one most adaptable to change.”

With the abundance of DCT platforms hitting the market, users who can pivot in response to changing protocols and minimize time lost to mid-study changes will be those who are best positioned for success.

Interested in Huma? Let’s talk!

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Making an impact

3000+

3000+ hospitals and clinics supported across Huma platforms to secure the most sustainable impact for patients1

×2

Our platform can almost double clinical capacity and reduce readmission rates by >30%3

27m+

Huma's digital-first health platforms support a network of 27m patients1

1m+

Over 1 million devices have been shipped in support of our projects and we know what it takes to deploy at scale1

Winner of the 2022 Prix Galien award for digital health, widely regarded as 'pharma's Nobel prize'4

Selected as one of 'The Most Important Healthcare Design of 2021' by Fast Company5

Winner of the 2022 Prix Galien award for digital health, widely regarded as 'pharma's Nobel prize'4

Winner of the 2022 Prix Galien award for digital health, widely regarded as 'pharma's Nobel prize'4

Sources:

Blog

Increasing clinical trial success rates with adaptive technology

September 20, 2022
Blog

Increasing clinical trial success rates with adaptive technology

September 20, 2022

Huma joins digital pioneers to advance health equity in care and research

Chief Executive Officer and Founder, Dan Vahdat, is returning to the annual World Economic Forum’s main conference where he will join a panel discussion devoted to improving care for non-communicable disease and tackling health equity. Accompanied by Chief Financial and Strategy Officer, Ingeborg Oie, Dan is looking forward to connecting with other attendees to explore how Huma’s digital health platform can make healthcare more equitable, and advances proactive, predictive care.

Huma joins digital pioneers to advance health equity in care and research

Date:Wednesday, January 18, 2023
Time:4:15 - 5:15 p.m. CET
Location:Ice Village, Eisbahnstrasse 5, Davos, Switzerland
Dan will join the Digital Health Action Alliance panel at Davos to discuss Turning the Tide in Non-Communicable Disease Care Through Digital Health and Community Connection. Huma has a long history of advancing the care of non-communicable diseases (NCDs) such as heart disease, cancer, diabetes and lung conditions. Huma’s innovative remote patient monitoring platform enables broad patient recruitment, reduces reliance on in-person clinic visits and increases health system efficiency.
*This session is open to registered Annual Meeting 2023 participants and Affiliate badge holders.

Huma is one of the first to sign the Zero Health Gaps Pledge

Huma is one of the first signatories to the Zero Health Gaps Pledge, the World Economic Forum’s Global Health Equity Network’s (GHEN) initiative. Huma supports GHEN’s ambition to build a future without disparities in health or wellbeing outcomes. Huma’s digital platform has been built on a deep clinical knowledge of complex patient needs and how people engage with technology and we are committed to ensuring our technology promotes health equity. We are proud to work with governments, hospital groups, universities, life science and technology companies to bring greater scale and impact and help all people live longer, fuller lives.

Huma at World Economic Forum

Global Innovators and Tech Pioneers
Dec 2022: Huma selected to join 100 innovative companies on a two-year journey as part of the World Economic Forum’s initiatives, activities and events, bringing their cutting-edge insight and fresh thinking to critical global discussions.
Learn more
Working Together, Restoring Trust
May 2022: With the aim to address economic, environmental, political, and social fault-lines exacerbated by the COVID-19 pandemic, Dan Vahdat speaks at WEF annual meeting about the importance of scientific collaboration.
Learn more
Accelerating innovation and breaking new ground
October 2022: Dan joined the WEF Biotech Future Forum 2022 to discuss how start-ups are breaking new ground in biotech and changing the way we interact with the world, but also how the sector can earn trust, scale successfully and spot the brightest innovations.
Learn more
Making connections at Davos
Jan 2019: Dan attended WEF as an unofficial attendee and spoke to CNBC about the importance of meeting in-person to make connections.
Learn more
Blog

Increasing clinical trial success rates with adaptive technology

September 20, 2022
Media contact
A headshot of Karen Birmingham PhD
Karen Birmingham PhD
Head of PR & Communications
karen.birmingham@huma.com
Blog

Increasing clinical trial success rates with adaptive technology

September 20, 2022
Media contact
A headshot of Karen Birmingham PhD
Karen Birmingham PhD
Head of PR & Communications
karen.birmingham@huma.com

Amendments and complexities can compromise budgets

Drug development is an expensive and time-consuming process. On average, it costs $319.3 million for initial research and development and can take over eight years before a drug reaches the market. Additionally, 86.2% of all trials fail to reach market approval.

On top of the burgeoning costs to design and run a trial, over 50% of all clinical trials have at least one protocol amendment. This can be disruptive to study sites and create major logistical challenges, even requiring the re-consent of patients if the delivery method or data capture is changed.

According to researchers, implementing planned and unplanned mid-study changes can delay a trial by 30 days. In one study, the average cost of trial delays was found to be over $500,000 for Phase III trials and increased the duration of the trial by as much as three months. With many studies averaging more than two amendments, this time can soon blow your budget.

Over the past five years, clinical trials have also grown increasingly complex. Companies are targeting more complicated and rare disease states with narrowly defined patient populations, decision makers want to see more patient-reported outcomes, and biomarker data has become a new benchmark for many diseases, increasing the cost and complexity of data collection. In 2015, an average of 187 procedures were done in Phase III trials, a 70% increase from previous years.

This increasing complexity in design also affects the study sites that carry out the trial enrollment and data collection.

Additionally, it can be hard to keep enrollment numbers high when there are unplanned changes to a trial as participants may become concerned by the changing protocols.

Adaptive clinical trials are challenging old assumptions

To overcome the barriers associated with unplanned changes, some clinical trials are switching to a more flexible, adaptive trial approach. According to the Food and Drug Administration, an adaptive trial is “a clinical trial design that allows for prospectively planned modifications to one or more aspects of the design based on accumulating data from subjects in the trial.” One example is a design with adaptive dose selection, in which the aim of the study is to research the dose-response relationship.

In a 2019 guidance document, the FDA recommended adaptive trial approaches because they increase the likelihood of patients receiving a beneficial treatment. One analysis found that this more accommodating approach can increase the likelihood of a drug’s approval by 13%, rising to 32% for some therapeutic areas such as oncology.

Overall, adaptive trials are more efficient, take less time to complete, and need fewer participants. By allowing for pre-planned modifications to a trial’s design after it has begun — modifications that are based on real-time data accumulated from the trial’s participants — adaptive trials make much better use of resources and money. By design, interim data checks and analysis can help investigators make pre-specified mid-trial changes while maintaining the validity of the trial, something that is not always possible with the more traditional clinical trial approach.

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About Huma

Huma began its journey in 2011, when the company was founded in London. Since then, Huma has grown to become a global healthcare company, spanning across multiple geographies and operating across four continents.

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