Novel "resect and analysis" approach for T2 colorectal cancer with use of artificial intelligence.

BACKGROUND AND AIMS: Because of a lack of reliable preoperative prediction of lymph node involvement in early-stage T2 colorectal cancer (CRC), surgical resection is the current standard treatment. This leads to overtreatment because only 25% of T2 CRC patients turn out to have lymph node metastasis (LNM). We assessed a novel artificial intelligence (AI) system to predict LNM in T2 CRC to ascertain patients who can be safely treated with less-invasive endoscopic resection such as endoscopic full-thickness resection and do not need surgery. METHODS: We included 511 consecutive patients who had surgical resection with T2 CRC from 2001 to 2016; 411 patients (2001-2014) were used as a training set for the random forest-based AI prediction tool, and 100 patients (2014-2016) were used to validate the AI tool performance. The AI algorithm included 8 clinicopathologic variables (patient age and sex, tumor size and location, lymphatic invasion, vascular invasion, histologic differentiation, and serum carcinoembryonic antigen level) and predicted the likelihood of LNM by receiver-operating characteristics using area under the curve (AUC) estimates. RESULTS: Rates of LNM in the training and validation datasets were 26% (106/411) and 28% (28/100), respectively. The AUC of the AI algorithm for the validation cohort was .93. With 96% sensitivity (95% confidence interval, 90%-99%), specificity was 88% (95% confidence interval, 80%-94%). In this case, 64% of patients could avoid surgery, whereas 1.6% of patients with LNM would lose a chance to receive surgery. CONCLUSIONS: Our proposed AI prediction model has a potential to reduce unnecessary surgery for patients with T2 CRC with very little risk. (Clinical trial registration number: UMIN 000038257.).

Spontaneously ruptured hepatic cyst treated with laparoscopic deroofing and cystobiliary communication closure: A case report.

The rupture of a nonparasitic hepatic cyst with biliary communication is rare. We report the case of a patient with a hepatic cyst with biliary communication that spontaneously ruptured and was successfully treated by laparoscopic deroofing and closure of the communication. A 61-year-old woman presented at our hospital with a chief complaint of right upper abdominal pain. Enhanced abdominal CT showed a collapsed hepatic cyst and fluid collection. Drip infusion CT cholangiography showed contrast medium pooling in the collapsed cyst. Therefore, hepatic cyst rupture with biliary communication was diagnosed, and laparoscopic deroofing and closure of the communication were performed. The postoperative course was uneventful, and the patient was discharged on postoperative day 6. In cases of hepatic cyst rupture, even in the presence of biliary communication, laparoscopic deroofing and closure of the communication should be recommended as the first-choice treatment.

Hybrid laparoscopic complete untinatectomy of pancreas by Shuriken shaped umbilicoplasty with sliding windows method.

In this study, we demonstrated the complete resection of untinate process that was performed by the hybrid laparoscopic surgery using our original new technique of Shuriken shaped umbilicoplasty with sliding window`s method. A 70-year-old weman was hospitalized for surgery of intraductal papillary mucinous neoplasm located in the uncinate process of pancreas. Under general anesthesia, a Shuriken shaped umbilical skin incision was made by 7 cm in horizontal and 4cm longitudinal width with 3cm round skin incision. The intermediate skin between outside and inside skin incision was removed. Subcutaneous tissue around the umbilicus and the upper abdominal subcutaneous region was dissected, and the 8cm of upper abdominal minilaparotomy was performed. The complete resection of untinate process was performed by hybrid laparoscopic procedure with the hand-assisted or the laparo-assisted manner. The umbilicoplasty of only 3cm round skin wound was made by the reefing of subcutaneous suture with 5-0 absorbable suture. The patient suffered from pancreas leakage from pancreas stump, however it was recovered spontaneously. Our new procedure could be used for PD, DP, and Major hepatectomy with the hybrid laparoscopic procedure. It might be considered that our method is good for both cosmetic and safety benefits in HPB surgery.