The primary utility of a liquid biopsy for early cancer detection is for tumors smaller than approximately one billion cells, as larger tumors are typically detectable by low-dose CT scans.

“if a test has and this is going to be i think amazing for people 50 sensitivity 99.5 specificity if you said that that was your stage one performance in an unbiased sample i think people would be like wow that's pretty good”