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In this white paper, experts from the Digital Pathology Association (DPA) define terminology and concepts in the emerging field of computational pathology, with a focus on its application to histology images analyzed together with their associated patient data to extract information. This review offers a historical perspective and describes the potential clinical benefits from research and applications in this field, as well as significant obstacles to adoption. Best practices for implementing computational pathology workflows are presented. These include infrastructure considerations, acquisition of training data, quality assessments, as well as regulatory, ethical, and cyber‐security concerns. Recommendations are provided for regulators, vendors, and computational pathology practitioners in order to facilitate progress in the field. © 2019 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.

Background The CTOT-11 (Prevention of Cardiac Allograft Vasculopathy Using Rituximab Therapy in Cardiac Transplantation [Clinical Trials in Organ Transplantation-11]) study was a randomized, placebo-controlled, multicenter, double-blinded clinical trial in nonsensitized primary heart transplant (HTX) recipients. Objectives The study sought to determine whether B cell depletion therapy would attenuate the development of cardiac allograft vasculopathy. Methods A total of 163 HTX recipients were randomized to rituximab 1,000 mg intravenous or placebo on days 0 and 12 post-transplant. Primary outcome was change in percent atheroma volume (PAV) from baseline to 1 year measured by intravascular ultrasound. Secondary outcomes included treated episodes of acute rejection, de novo anti-HLA antibodies (including donor-specific antibodies), and phenotypic differentiation of B cells. Results There were no significant differences at study entry between the rituximab and placebo groups. Paired intravascular ultrasound measures were available at baseline and 1 year in 86 subjects (49 rituximab, 37 placebo). The mean ± SD change in PAV at 12 months was +6.8 ± 8.2% rituximab versus +1.9 ± 4.4% placebo (p = 0.0019). Mortality at 12 months was 3.4% rituximab versus 6.8% placebo (p = 0.47); there were no retransplants or post-transplant lymphoproliferative disorder. The rate of treated rejection was 24.7% rituximab versus 32.4% placebo (p = 0.28). Rituximab therapy effectively eliminated CD20+/CD19+ B cells followed by a gradual expansion of a CD19– cell population in the rituximab-treated group. Conclusions A marked, unexpected increase in coronary artery PAV with rituximab was observed during the first year in HTX recipients. One-year mortality was not impacted; however, longer-term follow-up and mechanistic explanations are required. (Prevention of Cardiac Allograft Vasculopathy Using Rituximab [Rituxan] Therapy in Cardiac Transplantation; NCT01278745)

(1991). Audit and Control Implications of the OSI Seven-Layer Model in an EDI Environment. EDPACS: Vol. 19, No. 4, pp. 8-15.