| Maybe. Let's do a thought experiment. Let's say you do have a positive test for pancreatic cancer. Overall 5 year survival rate 12%, but other than with other cancers, people continue to die after that. Basically, it is almost a death sentence if it is a true positive. Early detection will increase your odds a bit, and prolong your remaining expected lifetime, but even stage 1 pancreatic cancer, only 17% survive to 10 years. Let's say you are one of the 99% of false positives, because everyone gets tested in this hypothetical scenario. Let's say imaging and biopsy looks clean. No symptoms (which you typically don't have until stage 3 with pancreatic cancer, where it is far too late anyways). With the aforementioned odds, what would you do? Panic? Certainly, given that if it is a real positive, you might as well order your headstone. Panic more? Maybe people with those news will change their behaviour and engage in risky activities, get depressed, or attempt suicide (https://jamanetwork.com/journals/jamanetworkopen/fullarticle... ). All of which will kill some of those people. Get surgery to remove your pancreas? Well, just the anesthesia as a 0.1% chance of killing you, the surgery might kill 0.3% in total. No pancreas means you will instantly have diabetes, which cuts your life expectancy by 20 years. Start chemotherapy? Chemo is very dangerous, and there is no chemo mixture known to be effective against pancreatic cancer, usually you just go with the aggressive stuff. It is hard to come by numbers as to how many healthy people a round of chemo would kill, but in cancer patients, it seems that at least 2% and up to a quarter die in the 4 weeks following chemotherapy (https://www.nature.com/articles/s41408-023-00956-x ). And chemotherapy itself has a risk of causing cancers later on. Start radiation therapy? Well, you don't have a solid tumor to irradiate, so that is not an option anyways. But if done, it would increase your cancer risk as well as damage the irradiated organ (in that case probably your pancreas). So in all, from 100 positive tests you have 99 false positives in this scenario. If just one of those 99 false positives dies of any of the aforementioned causes, the test has already killed more people than the cancer ever would have. Even if no doctor would do surgery, chemotherapy or radiation treatment on those hypothetical false positives, the psychological effects are still there and maybe already too deadly. So it is a very complex calculation to decide whether a test is harmful or good. Especially in extreme types of cancer. |
This alone is a disqualifier for your scenario. A test with 99 per cent of false positives will not be widely used, if at all. (And the original Galleri test that the article was about is nowhere near to that value, and it is not intended to be used in low-risk populations anyway.)
I am all for wargaming situations, but come up with some realistic parameters, not "Luxembourg decided to invade and conquer the USA" scenarios.