How to Find Personalized Cancer Treatments Beyond Standard of Care
Featuring: Travera
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“Finding Personalized Cancer Treatments Beyond the Standard through a Unique Test” (Travera) [#77] Brad Power and Richard Anders November 8, 2023 “The idea of Travera is … narrow the list of those FDA-indicated drugs that are most likely to or have a higher likelihood of eliciting a clinical response in a specific patient.
” – Dennis Watson “We love to use the word ‘personalized’ in the genomic and genetic testing space. But the reality is, in most cases it is just smaller populations. If you're talking about a BRCA mutation for example, you're just part of a smaller population than you were before. That still isn't truly personalized therapy. What we're doing here at Travera is truly N-of-1 work.
” – Dennis Watson Meeting Summary As an advanced cancer patient looking at your treatment options, how can you decide what will work for you? If you have multiple drug options, how do you decide which ones have the best potential to make an impact for you and your unique cancer?
The standard process for personalized cancer treatment is to sequence the DNA of your tumor, then identify mutations that point to a particular drug.
But even with more and more highly- targeted drugs being developed, the odds of finding an “actionable” mutation are still low (depending on the cancer, perhaps in the single digits), and even drugs that work on these mutations may not provide the desired response rates. There is lots of room to improve.
Dennis Watson, Vice President of Business Development at Travera, is uniquely qualified to discuss one way to increase the range of personalized treatments you might consider: “functional testing”. Dennis has been working in genetics and genomics of cancer for over 15 years, and joined Travera in 2022.
In addition, Rob Kimmerling, Travera’s chief technical officer, and Mark Stevens, Travera’s vice president of clinical development, were in the lab at MIT where Travera’s unique weighing technology was developed. What is “functional testing”? "Functional testing" is directly testing cancer drugs on your live cancer cells to see what the drugs do.
This is in contrast to, say, a test which genomically profiles a tumor and then uses this information to predict how well drugs might work, based on the underlying mechanistic understanding of the drugs. It’s the difference between theorizing about something and trying it.
For more on functional testing, please see previous discussions we have had, including with Tony Letai of Dana Farber (#11), Payel Chaterjee of SEngine (#13), Noah Berlow and Diana Azzam of First Ascent (#18), and Robert Nagourney of the Nagourney Cancer Institute (#30). What is the Travera functional test, and how does it work? Travera’s process requires a tumor sample from the patient.
This can be obtained from a blood sample (in the case of a liquid tumor), or a biopsy or tumor-surrounding fluid in the case of solid tumors.
he Nagourney Cancer Institute (#30). What is the Travera functional test, and how does it work? Travera’s process requires a tumor sample from the patient. This can be obtained from a blood sample (in the case of a liquid tumor), or a biopsy or tumor-surrounding fluid in the case of solid tumors. The malignant cells are separated using certain markers present only on one or the other cell type.
The malignant cells are placed on a flat plate with multiple "wells" used as small test tubes. There are about 5000 cells per well.
“Finding Personalized Cancer Treatments Beyond the Standard through a Unique Test” (Travera) [#77] against different FDA-approved drugs (a “functional test”) and measures how they respond.
This is done by weighing the cells using an amazingly precise microscopic device, able to detect mass changes of 1 part in a billion (about one ten-thousandth of a gram in an average human) in cells as small as 5 nanometers, which is 100 times smaller than the wavelength of visible light.
The company believes that a cancer cell which is being strongly affected by a cancer drug telegraphs that effect by a change in mass. Unlike other functional tests where tumor samples are implanted in mice to grow tumors, or in organoids that are grown from the tumor sample, this test is extremely rapid – they claim an unprecedented two-day turnaround time.
By getting results so quickly, they are less likely to be misled by the complex interactions of the tumor cells and the drugs in the artificial environment outside of the body. Travera claims their test has a predictive accuracy of 85%. They provide a ranking of each tested drug’s predicted efficacy on a scale of 0-100.
Scores above 50 are said to indicate a statistically significant likelihood of eliciting a clinical response. They also have a test which they believe will measure immune cell response to checkpoint inhibitors. This is not measuring cancer cell kill rates, but rather the extent to which immune cells are activated by these drugs. Why might you want to get a “functional test”?
●Best drug for you : Testing the response of your cancer cells to drugs is valuable because during your course of treatment you are only able to take a relatively small number of drugs, generally sequentially, with effects (such as side-effects on your body, or effects on the cancer itself) that may alter your body’s ability to tolerate other drugs or impact the cancer’s response to future drugs.
Some drugs may not be generally used for your type of cancer, and locating such drugs from the myriad of possibilities is hard. In addition, a drug that is targeted at a mutation that you don’t have, such as EGFR, may hit more than one target, so you might respond unexpectedly. Or there may be seven EGFR inhibitor drugs, and one will work better, but not the others.
ng such drugs from the myriad of possibilities is hard. In addition, a drug that is targeted at a mutation that you don’t have, such as EGFR, may hit more than one target, so you might respond unexpectedly. Or there may be seven EGFR inhibitor drugs, and one will work better, but not the others.
●Complement to other tests : Assuming that you do want to get a test, you should think about what type of test to get (although subject to cost and sample availability, you can often do more than one test). A standard test uses gene sequences taken from your cancer cells to make its predictions.
But biology is complex – and much more than just genetics – and predicting a drug’s utility from the genetics of a cancer cell alone can be hard, particularly when the drug is not one designed specifically for a particular genetic aberration.
Compounding that problem is the fact that a cancer population, like a region of garden overgrown by weeds, is often a heterogeneous collection of somewhat different cells. A genetic test might be able to give you information about how a drug will work in a particular cell type in your cancer, but may be less good at predicting the effect of a drug in the overall broader population of your cells.
“Finding Personalized Cancer Treatments Beyond the Standard through a Unique Test” (Travera) [#77] different information, and they may not all agree. For example, a genomic test might tell you more about the makeup of your cancer and its course, which is information outside the scope of Travera’s test, which seeks to provide insights on specific drugs.
If you are interested in obtaining a fuller picture of your cancer – and have sufficient samples and funds – it may be reasonable to use a variety of “standard” tests at the same time. You can repeat many of these tests, including Travera’s, multiple times (subject of course to tumor volume amounts and insurance) in the event your cancer was not adequately treated or it recurs.
The tests may have different results and be of higher utility as the disease progresses. A functional test doesn’t seek to predict by theory what might work. Instead it just tries the drug on a group of cells to see what happens.
●Large scale testing : The Travera test enables the large-scale testing of many drugs, and even drug combinations, limited only by the number of tumor cells in your sample and your testing budget. Why might you not want to get a “functional test”?
●Cost: Many functional tests (like Travera’s) are in a research phase at the time, so their tests are free so that they can gather data to support becoming standard. As tests move from research to commercial acceptance, the test could become expensive. This may pose a financial burden, particularly if it is not covered by insurance.
vera’s) are in a research phase at the time, so their tests are free so that they can gather data to support becoming standard. As tests move from research to commercial acceptance, the test could become expensive. This may pose a financial burden, particularly if it is not covered by insurance.
●Sample availability : It might be hard for you to obtain fresh tumor tissue, or sufficient volumes of tumor tissue to test as many drugs as you would like. Keep in mind that unlike many other test types, which can work with very small samples and can provide a comprehensive report based on that sample, the more drugs you wish to functionally test, the larger the sample you will need to provide.
●Predictive accuracy : While exciting and very sophisticated technically, there remain significant questions as to how well Travera’s test and functional testing in general works. The Travera test is not yet FDA-approved or cleared, and has not been extensively tested in clinical trials. It is thus hard to gauge how accurate their results may be.
Specifically, they may give you suggestions that are less beneficial than the recommendations of your care team or other tests you may obtain. These recommendations may take you on costly detours from optimal treatment.
Here are a few of the potential issues behind concerns about predictive accuracy: ○Creation of samples: Travera separates malignant from non-malignant cells using certain markers present on the surface of the cells. But for particular patients with particular cancers, this sorting may be less complete or wholly ineffective.
The result is that certain parts of the tumor may not be separated out as malignant and thus not tested. That can be a significant problem if, for example, these unsorted cells are particularly numerous or particularly aggressive. ○Ex Vivo (out of the body) vs.
In Vivo (in the body): Despite many attempts over many years, there is no way to mirror in ex-vivo wells the behavior of cells in their native environment in the body.
“Finding Personalized Cancer Treatments Beyond the Standard through a Unique Test” (Travera) [#77] or protection. Outside the body, such cells may be significantly weakened and much easier for certain drugs to kill. ○Drug effects: Applying a drug directly to a cell ex-vivo is not the same as the drug getting to the cell through the in-vivo route of a patient swallowing a pill or via IV.
To give just two examples, different drugs can be metabolized or excreted very differently by different patients and what might work well in one patient could have a dramatically different effect in another, even though the ex-vivo functional tests would not reveal this. When should you get a functional test? 1.
s and what might work well in one patient could have a dramatically different effect in another, even though the ex-vivo functional tests would not reveal this. When should you get a functional test? 1.Early (at initial diagnosis) : In an ideal world getting this test as early as possible could have important benefits.
First, at the initial biopsy it might be easier to obtain a large volume of tumor cells to test. Additionally, each round of treatment has effects on your body and effects on the cancer. So it seems plausible that using the most effective treatments earliest is the best strategy for fighting your cancer. 2.
At change points (advanced cancer) : Assuming your cancer is advanced, the next best time to get a functional test is when you're planning to change your therapy. If there's a recurrence, this could mean the cells have changed from the original specimen, and there might be different drugs you could identify, and ones that were identified that are no longer actionable. 3.
To build on information from other tests : The benefits of novel tests like functional testing must be weighed against the often well-validated vast corpus of accumulated oncology knowledge with more standard tests and the treatments associated with them.
Especially if you have a treatable (or highly treatable) cancer with known effective early treatments, using a non-standard test which might recommend something that is not in the standard of care potentially exposes you to a level of risk that may be high compared to the benefits.
But alternatively, if there are multiple possible known effective treatments and you are trying to select the best first one to try, you may want specific guidance. The risks and benefits are a tradeoff. What are the barriers to getting “functional testing”? ●Input: You will need to get fresh tumor tissue or fluids on which to run the functional tests.
If you have malignant fluids, you're commonly getting that drained at regular intervals, which is an easy point to get a specimen. When it comes to getting biopsies from a surgical procedure, it’s easiest to piggyback on biopsies that are being gathered for other tests. ●Physician acceptance : You will need your doctor’s order for most functional tests.
Many oncologists won't accept the guidance from unvalidated functional tests such as these. The more open-minded oncologists may ask for clinical trial data and articles, but some might not be interested in anything but a product that has successfully been through the FDA regulatory process.You may well wish to discuss this with your clinician early in your journey.
“Finding Personalized Cancer Treatments Beyond the Standard through a Unique Test” (Travera) [#77] ●Reimbursement: Tests which are not standard can be free if the test provider is gathering research evidence, but it can be quite difficult to obtain reimbursement from
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