g., genomics, transcriptomics) with structured models and expert systems; strengthened with machine learning and artificial intelligence. The choice of genotyping approaches (shotgun sequencing, single nucleotide polymorphism chips, targeted panels) is discussed. The result of a good precision medicine tool is clinical-decision support and guidance to tackle complex disorders such as pancreatitis, diabetes, and pancreatic cancer oncogenesis.The result of a good precision medicine tool is clinical-decision support and guidance to tackle complex disorders such as pancreatitis, diabetes, and pancreatic cancer oncogenesis. Pancreatic function tests are mainly used for the diagnosis of exocrine pancreatic insufficiency (EPI) in patients with pancreatic diseases or after pancreatic or gastric surgery. Breath tests evaluate not just pancreatic secretion but the digestion capacity of the pancreas. These tests are good candidates for the diagnosis of EPI as they are noninvasive, accurate and easy to apply to clinical practice. The C-labelled mixed triglyceride (MTG) breath test has been optimized and validated against adequate reference methods for the diagnosis of EPI in patients with chronic pancreatitis and for the evaluation of the efficacy of pancreatic enzyme replacement therapy (PERT). compound library inhibitor In addition, reported C-MTG breath test results in patients with other pancreatic diseases and after pancreatic and gastric surgery support the accuracy and clinical applicability of this test. The evidence of pancreatic function breath tests with other C-labelled substrates is limited. Increasing evidence supports the accuracy and clinical usefulness of the C-MTG breath test for the diagnosis of EPI and the evaluation of the efficacy of PERT in different clinical conditions. Commercial availability of this test is required for a wide clinical use. The use of optimized and validated breath test protocols is mandatory.Increasing evidence supports the accuracy and clinical usefulness of the C-MTG breath test for the diagnosis of EPI and the evaluation of the efficacy of PERT in different clinical conditions. Commercial availability of this test is required for a wide clinical use. The use of optimized and validated breath test protocols is mandatory. Dose escalation radiation therapy such as those delivered by stereotactic body radiation therapy (SBRT) has shown to improve local disease control in multiple types of malignancies. This requires fiducial placement to improve accuracy of treatment and avoid adverse events to adjacent radiosensitive organs during respiration phases. The purpose of this review is to provide updates of recent high-quality articles related to endoscopic ultrasonography (EUS)-guided fiducial placement for gastrointestinal malignancies, particularly in pancreatic cancer, which is expected to be the second leading cause of cancer-related deaths in the USA within this decade. A recent systematic review and meta-analysis has shown that EUS-guided fiducial placement for gastrointestinal malignancies has excellent technical success and safety profile. Comparative studies of most commercially available fiducial types via a 22-gauge needle system showed that a 0.035 mm diameter and 10 mm long gold fiducial with coiled configuration, hollow core and external helical design might be favoured due to its most balanced performance of visibility, artifact and migration. A fine balance of performance characteristics of fiducials should be discussed with radiation oncologists to select a suitable and preferred type of fiducials. The comparative studies of other newly developed platinum fiducials and liquid fiducial are pending.A fine balance of performance characteristics of fiducials should be discussed with radiation oncologists to select a suitable and preferred type of fiducials. The comparative studies of other newly developed platinum fiducials and liquid fiducial are pending. Endoscopic ampullectomy has proven its safety and efficacy in multiple studies, making it the favorable option for the management of endoscopic ampullectomy. In this review, we plan to review the basic steps every endoscopist should be familiar with before undertaking endoscopic ampullectomy. In this review, we plan to discuss the indications, preresection evaluation process including endoscopic ultrasound, endoscopic ampullectomy techniques with side-viewing endoscope and endoscopist experience/comfort with the management of the endoscopic ampullectomy complications. Things of utmost interest include reviewing all the ampullary biopsy specimens by an expert gastrointestinal pathologist, careful preresection staging, en bloc resection, familiarity with tools and techniques of endoscopic ampullectomy, postresection adverse events & management and postprocedure surveillance.Things of utmost interest include reviewing all the ampullary biopsy specimens by an expert gastrointestinal pathologist, careful preresection staging, en bloc resection, familiarity with tools and techniques of endoscopic ampullectomy, postresection adverse events & management and postprocedure surveillance. Advanced endoscopy procedures are technically challenging and require extensive training. Recent technological advances made in computer science and robotics have the potential to enhance the performance of complex intraluminal and transluminal interventions and potentially optimize precision and safety. This review covers the different technologies used for robot-assisted interventions in the gastrointestinal tract, organized according to their clinical availability, and focusing on flexible endoscopy-based systems. In the curvilinear gastrointestinal anatomy, robotic technology can enhance flexible endoscopes to augment effectiveness, safety, and therapeutic capabilities, particularly for complex intraluminal and transluminal interventions. Increased visual angles, increased degrees of freedom of instrumentation, optimized navigation, and locomotion, which may lead to a reduced physician learning curve and workload, are promising achievements with the promise to ultimately replace conventional endoscopy techniques for screening and therapeutic endoscopy.