How do MCD tests work?
Genomic DNA is most often the “meat of the assay,” said Grady, cofounder and director of another large Fred Hutch screening initiative, BEACON (Biomarkers for Early Assessment, Cancer detection and Outcome Navigation).
But the biotech companies developing these tests — and there are at least 50 — each have their own proprietary assay.
“Details of MCD test methods and assays are not available to scientists,” he said. “But mitochondrial DNA is also a thing. There are millions of DNA methylation features and millions of sequence changes that can be used in these assays. They allow us to identify healthy versus tumor cell DNA.”
One important note: methylated DNA, he said, “is often how we know the cancer site of origin.”
What are the benefits?
The short answer, per Etzioni: “We do not yet know.”
“These exciting new screening technologies have the potential to revolutionize cancer screening,” Ramsey told the audience. “But they’re at a very early stage. And it’s key for the general public to understand what MCDs are and what we know about how well they perform.”
Unfortunately, there’s not a lot of data on performance — or outcomes — right now.
“There’s a lot of hype and marketing from companies,” said Jane Lange, PhD, a biostatistician at Oregon Health and Sciences University. “But we have very little insight of clinical outcomes of MCD screening. Screening trials are key for determining the population impact.”
In addition to CSRN’s Vanguard study, the UK’s National Health Service is conducting a randomized trial of Grail’s Galleri test which looks for 50 different cancers. Grail has conducted studies in North America, as well, with its Pathfinder data published in The Lancet and Pathfinder 2 topline results released in June.
Some single-cancer blood-based assays, such as the FDA-approved blood-based test for colorectal cancer developed by Guardant Health and researched via clinical study by Fred Hutch’s Grady, have proven very effective.
A recent systematic review of MCDs, published in Annals of Internal Medicine, looked at 20 published studies on 19 different tests. Although MCDs were framed as “potentially transformative,” the authors concluded that at this time “no controlled studies are completed that report benefits of screening with MCDs tests” and that “evidence was judged insufficient to evaluate harms and accuracy.”
So, full information on the benefits and harms are still TBD.
But Fred Hutch’s Ziding Feng, PhD, another CRSN co-investigator, pointed to one obvious advantage.
“Early detection leads to less severe symptoms,” he said. “In some cancers, patients will have jaundice before the cancer is detected. But once they have jaundice, they can’t do chemotherapy. If you could give just four months of lead time, that’s a very good thing for the patients in terms of advanced symptoms because they can tolerate more aggressive treatment.”
Another big advantage: most MCD tests are aimed at finding cancers that have no screening alternative.
What are the harms?
Unfortunately, there are potential harms, just as with current screening methods. Those include false positives (someone being told they do have cancer when they don’t) and false negatives (someone being told they don’t have cancer when they do).
Or as Etzioni put it: “These tests may give a wrong answer.”
The likelihood of a wrong answer often depends on the tests’ sensitivity and specificity.
“If the test is very sensitive, it has a low false negative rate — most cancers will be detected,” said Rutter. “But if the test has lower sensitivity, it has a higher false negative rate and will miss a high fraction of cancers, so you can’t believe that negative test.”
Other harms identified by panelists: unnecessary and expensive diagnostic odysseys driven by false positives; delayed diagnoses due to false negatives; incidental findings that lead to unnecessary interventions; overdiagnoses of indolent cancers that don’t cause harm; higher upfront costs; increased demand on diagnostic services and potential inequities in access.
The sweet spot? Finding a test that minimizes false positive results while at the same time does not miss any cancers.