EXAS—I suspect that some significant fraction of undetected polyps are just "low shedding".
Polyps grow over time and hence, in a series of tests, the shedding can be expected to increase, on average, from test to test; this strengthens the argument for cumulative sensitivity.
Moreover, some portion of ColoGuard’s “false positives” are presumably true positives of precancerous lesions that were missed by colonoscopy.
Notwithstanding the above, I would agree that the lack of detailed data on these issues is bearish for the existing version of the test.
…[other precancerous lesions] just shed "benign signature" or "signature not caught by test".
Conducting a series of tests clearly won’t help in these instances; however, the next version of ColoGuard (assuming there is one) can be expected to become smarter about which signatures are recognized as worrisome.
EXAS—As per usual in biotech, if the company hasn't provided data, it is reasonable to speculate that the data isn't particularly good.
Following up on my reply in #msg-87008129: After listening to the EXAS CC last week, I’m pretty sure EXAS does not have any hard data on cumulative sensitivity (which, I suppose, is better than having bad data and not disclosing it). This passage from the CC is revealing:
…the risk of developing colorectal cancer multiplies with polyp size, but fewer than 40% of polyps continue to grow past 1 centimeter. Those that do grow expand slowly, doubling in 5 to 6 years. The slow growth of these polyps provides us with an ample window to detect them over several screening intervals, which creates a cumulative sensitivity of potentially 90%.
The key words in this passage are: i) several, which is deliberately vague in a context where the devil is in the details; and ii) potentially, from which I infer that no actual data exist on series of Cologuard tests.
I continue to think the concept of cumulative sensitivity has merit for Cologuard screening of the general population, but I have to wonder why EXAS has made no attempt to quantify it.