“…8,10 In this regard, the prognostic value of a loss of stromal caveolin-1 (Cav-1; indicative of glycolysis and autophagy in the tumor microenvironment) has now been independently validated in seven different countries, and its predictive capacity has also been extended to DCIS progression, human prostate cancers and metastatic melanoma. 8,10,[35][36][37][38][39][40][41] In addition, the expression of stromal MCT4 appears to inversely correlate with stromal Cav-1, allowing them to be used together as companion diagnostics for the detection of "two-compartment tumor metabolism." 31 However, in addition to these stromal diagnostics, new epithelial biomarkers are desperately needed to identify the corresponding onset of mitochondrial biogenesis in human breast cancer cells.…”