The present disclosure includes biomarkers, methods, devices, reagents, systems, and kits for the detection and diagnosis of cancer. In one aspect, the disclosure provides biomarkers that can be used alone or in various combinations to diagnose cancer. In another aspect, methods are provided for diagnosing cancer in an individual, where the methods include detecting, in a biological sample from an individual, at least one biomarker value corresponding to at least one biomarker selected from the group of biomarkers provided in Table 47, wherein the individual is classified as having cancer, or the likelihood of the individual having cancer is determined, based on the at least one biomarker value.