Addressing the unmet medical need of expanding the number cancers that can be detected earlier represents an extraordinary opportunity to reduce cancer deaths. Here, we describe the analytical validation of a noninvasive, blood-based test designed to detect multiple cancers. The test assesses circulating tumor DNA and abnormal protein expression commonly associated with cancer. High analytical performance of the multi-analyte test is demonstrated in clinical and control samples. Practical considerations for future applications of the test in a screening setting will be discussed.