Purpose: Molecular subtyping for pancreatic cancer has made substantial progress in recent years, facilitating the optimization of existing therapeutic approaches to improve clinical outcomes in pancreatic cancer. With advances in treatment combinations and choices, it is becoming increasingly important to determine ways to place patients on the best therapies upfront. While various molecular subtyping systems for pancreatic cancer have been proposed, consensus regarding proposed subtypes, as well as their relative clinical utility, remains largely unknown and presents a natural barrier to wider clinical adoption. Methods:We assess three major subtype classification schemas in the context of results from two clinical trials and by meta-analysis of publicly available expression data to assess statistical criteria of subtype robustness and overall clinical relevance. We then developed a Single Sample Classifier (SSC) using penalized logistic regression based on the most robust and replicable schema.

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An adequate preoperative workup is critical for the success of bariatric surgery. A key component of the preoperative evaluation involves a comprehensive patient education about surgical outcomes and the postoperative behavioral regimen required. A complete medical evaluation should include the study of the cardiovascular, pulmonary, and gastrointestinal systems as well as a metabolic status assessment. The nutrition professional should be in charge of the nutritional assessment, preoperative weight loss efforts, and diet education regarding postoperative eating behaviors. A psychological evaluation is also needed because psychosocial factors have a significant impact on the long-term outcomes of bariatric surgery, including adherence to recommended postoperative lifestyle regimen, emotional adjustment, and weight loss outcomes. We recommend preoperative abdominal ultrasound to assess for biliary tract pathology, steatosis, fibrosis, and presence of nonalcoholic steatohepatitis. A routine preoperative esophagogastroduodenoscopy is also recommended to evaluate common gastrointestinal disorders associated with obesity. Preoperative weight loss should be strongly encouraged.

The choice of social media platform is the most important factor for patients, with a preference for comprehensive information delivered by the surgeon via live-video on Facebook. Our study elucidates social media usage in common aesthetic populations, which can help improve aesthetic patient outreach.