The Impact of Surrogate Endpoints in Cancer Drug Approvals
Exploring the role and challenges of surrogate endpoints in cancer treatment evaluations.
Lorna Wheaton, Sylwia Bujkiewicz
― 6 min read
Table of Contents
- What Are Surrogate Endpoints?
- The Role of HTA Agencies
- A Growing Trend
- The Research Undertaking
- Methodology
- The Numbers Game
- Why Use Surrogate Endpoints?
- Types of Surrogate Endpoints Used
- Evidence Supporting Surrogate Endpoints
- The Association Puzzle
- Costs and Economic Models
- Challenges Involving Non-Randomized Data
- Limitations of the Research
- The Need for More Guidance
- Conclusion: A Double-Edged Sword
- Original Source
In the world of healthcare, we all want effective treatments for diseases, especially cancer. For patients to benefit from new cancer drugs, they must first be approved by various health agencies. One important part of this approval process is the use of what are known as surrogate endpoints. Surrogate endpoints are alternative measures that stand in for the main outcomes we'd like to see, such as how long patients live after receiving treatment. Let's break this down in simple terms.
What Are Surrogate Endpoints?
Think of surrogate endpoints as shortcuts. Instead of waiting for a long time to see if a new treatment increases a patient's Overall Survival (how long they live), researchers look at other signs that a treatment might be working. These could be things like how quickly a tumor shrinks or if a patient remains free of disease for a certain amount of time. If a drug shows promise in these areas, it may get approved more quickly.
The Role of HTA Agencies
When a new drug knocks on the door of health technology assessment (HTA) agencies, it’s not just a matter of safety and effectiveness; there's also the issue of costs. In places like England and Wales, the National Institute for Health and Care Excellence (NICE) assesses whether a new treatment is worth the money. The challenge is that while the drug may look good in terms of quick results, HTA agencies want to know if these quick results will actually translate into longer lives or better quality of life for patients.
A Growing Trend
Surrogate endpoints have gained popularity. In recent years, many new cancer treatments have been evaluated using these shortcuts. The increasing use leads to a mixed bag of good news and concerns. While using surrogate endpoints can speed up access to treatments, it sometimes means that there’s less information about the long-term benefits or drawbacks of these treatments.
The Research Undertaking
A recent review looked at the use of surrogate endpoints in recent evaluations by NICE for cancer treatments. The review aimed to discover how often these endpoints were used, the level of proof backing them up, and how they influenced cost analyses for different drugs.
Methodology
The review kicked off by examining all technology appraisals done by NICE for cancer drugs in a specific timeframe. A lot of documents were scanned to find mentions of surrogate endpoints. The researchers wanted to know if these endpoints were just mentioned in passing or thoroughly discussed with solid evidence.
The Numbers Game
Out of 65 appraisals in total, 47 were suitable for analysis. Among these, 18 appraisals used surrogate endpoints. However, the review found some interesting trends: many appraisals mentioned surrogate endpoints without engaging in a deep discussion about them.
Why Use Surrogate Endpoints?
The primary reason for using these endpoints is often related to "immature overall survival data." In simpler terms, this means that researchers are still waiting for enough time to pass to know if the drug will actually help people live longer. As a result, they resort to using these quicker measures, which can be risky.
Types of Surrogate Endpoints Used
Some of the most common surrogate endpoints included:
- Progression-free Survival (PFS): How long a patient lives without the disease getting worse.
- Event-Free Survival (EFS): The time a patient stays free from events like death or disease progression.
- Disease-Free Survival (DFS): This measures the time a patient remains free from any sign of disease after treatment.
- Pathological Complete Response (pCR): Whether there are no signs of cancer in tissue samples after treatment.
Evidence Supporting Surrogate Endpoints
When it comes to proving that a surrogate endpoint is reliable, there are different levels of evidence. Some are based on solid clinical trials, while others rely on clinical opinions or lack any solid proof at all. Out of the surrogate endpoints studied, only 30 percent had solid evidence from Randomized Controlled Trials (RCTs), which are usually the gold standard in research.
The Association Puzzle
The next step in evaluating a surrogate endpoint is determining if there’s a solid link between the surrogate and the actual outcome that really matters—like survival. For the endpoints studied, only a few had clear evidence showing this connection. A handful had correlations strong enough to instill some confidence, while others lacked solid data altogether.
Costs and Economic Models
Every new treatment comes with a price tag. Understanding the economics of these cancer drugs is critical. Many appraisals used state-transition models to represent disease progression and treatment effects. These models can sometimes paint a clearer picture of how a treatment will perform over time than simply looking at the surrogate endpoints in isolation.
Challenges Involving Non-Randomized Data
Typically, you'd want to base these decisions on robust phase 3 clinical trials, but that isn’t always the case. Some appraisals relied on earlier phase studies or even real-world data, which can make it hard to determine the true effectiveness of a treatment. Such studies can sometimes feel like a game of darts blindfolded—you're aiming for the bullseye, but without a clear line of sight.
Limitations of the Research
While this review sheds light on the use of surrogate endpoints, it’s important to remember that it has its limitations. The search method may have missed some appraisals that didn’t explicitly mention surrogate endpoints, leaving some potential insights on the cutting room floor.
The Need for More Guidance
With so much uncertainty around the use of surrogate endpoints, there's an urgent need for clearer guidelines. As new cancer drugs continue to enter the market, the stakes are high for patients awaiting effective treatments. Improving both the collection and reporting of data related to surrogate endpoints could lead to better decision-making for drugs that truly benefit patients.
Conclusion: A Double-Edged Sword
Surrogate endpoints have become a tool for faster approvals of new cancer drugs. They can be helpful in providing quicker access to treatments, but the uncertainty around their effectiveness and the implications for patient care cannot be overlooked. Going forward, more rigorous validation and clear evidence will be necessary to ensure that these shortcuts in research ultimately lead to real benefits for patients.
In the end, while using surrogate endpoints might feel like taking a shortcut through a spider web, it’s crucial to tread carefully. We must make sure that we’re not just hopping on a trend but genuinely working towards the best outcomes for cancer patients. After all, we all want to see results that matter—keeping our loved ones around for longer and healthier lives.
Original Source
Title: Use of surrogate endpoints in health technology assessment: a review of selected NICE technology appraisals in oncology
Abstract: Objectives: Surrogate endpoints, used to substitute for and predict final clinical outcomes, are increasingly being used to support submissions to health technology assessment agencies. The increase in use of surrogate endpoints has been accompanied by literature describing frameworks and statistical methods to ensure their robust validation. The aim of this review was to assess how surrogate endpoints have recently been used in oncology technology appraisals by the National Institute for Health and Care Excellence (NICE) in England and Wales. Methods: This paper identified technology appraisals in oncology published by NICE between February 2022 and May 2023. Data are extracted on methods for the use and validation of surrogate endpoints. Results: Of the 47 technology appraisals in oncology available for review, 18 (38 percent) utilised surrogate endpoints, with 37 separate surrogate endpoints being discussed. However, the evidence supporting the validity of the surrogate relationship varied significantly across putative surrogate relationships with 11 providing RCT evidence, 7 providing evidence from observational studies, 12 based on clinical opinion and 7 providing no evidence for the use of surrogate endpoints. Conclusions: This review supports the assertion that surrogate endpoints are frequently used in oncology technology appraisals in England and Wales. Despite increasing availability of statistical methods and guidance on appropriate validation of surrogate endpoints, this review highlights that use and validation of surrogate endpoints can vary between technology appraisals which can lead to uncertainty in decision-making.
Authors: Lorna Wheaton, Sylwia Bujkiewicz
Last Update: 2024-12-13 00:00:00
Language: English
Source URL: https://arxiv.org/abs/2412.02380
Source PDF: https://arxiv.org/pdf/2412.02380
Licence: https://creativecommons.org/licenses/by/4.0/
Changes: This summary was created with assistance from AI and may have inaccuracies. For accurate information, please refer to the original source documents linked here.
Thank you to arxiv for use of its open access interoperability.