cancers Review Grading Evolution and Contemporary Prognostic Biomarkers of Clinically Significant Prostate Cancer Konrad Sopyllo 1, Andrew M. Erickson 2 and Tuomas Mirtti 1,3,* 1 Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland; konrad.sopyllo@helsinki.fi 2 Nuffield Department of Surgical Sciences, University of Oxford, Oxford OX3 9DU, UK;
[email protected] 3 Department of Pathology, HUS Diagnostic Centre, Helsinki University Hospital, 00029 Helsinki, Finland * Correspondence: tuomas.mirtti@helsinki.fi Simple Summary: Prostate cancer treatment decisions are based on clinical stage and histological diagnosis, including Gleason grading assessed by a pathologist, in biopsies. Prior to staging and grading, serum or blood prostate-specific antigen (PSA) levels are measured and often trigger diagnostic examinations. However, PSA is best suited as a marker of cancer relapse after initial treatment. In this review, we first narratively describe the evolution of histological grading, the current status of Gleason pattern-based diagnostics and glance into future methodology of risk assessment by histological examination. In the second part, we systematically review the biomarkers that have been shown, independent from clinical characteristics, to correlate with clinically relevant end-points, i.e., occurrence of metastases, disease-specific mortality and overall survival after initial treatment of localized prostate cancer. Abstract: Gleason grading remains the strongest prognostic parameter in localized prostate ade- nocarcinoma. We have here outlined the evolution and contemporary practices in pathological evaluation of prostate tissue samples for Gleason score and Grade group. The state of more observer- Citation: Sopyllo, K.; Erickson, A.M.; Mirtti, T. Grading Evolution and independent grading methods with the aid of artificial intelligence is also reviewed.