A Novel Predictive Model for Anastomotic Leakage in Colorectal Cancer Using Auto-artificial Intelligence.

AIM: Anastomotic leakage (AL) in left-sided colorectal cancer is a serious complication, with an incidence rate of 6-18%. We developed a novel predictive model for AL in colorectal surgery with double-stapling technique (DST) anastomosis using auto-artificial intelligence (AI). PATIENTS AND METHODS: A total of 256 patients who underwent curative surgery for left-sided colorectal cancer between 2017 and 2021 were included. In addition to conventional clinicopathological factors, we included the type of circular stapler using DST, conventional double-row circular stapler (DCS) or EEA™ circular stapler with Tri-Staple™ technology, 28 mm Medium/Thick (Covidien, New Haven, CT, USA) which had triple-row circular stapler (TCS) as a covariate. Auto-AI software Prediction One (Sony Network Communications Inc.) was used to predict AL with 5-fold cross validation. Predictive accuracy was assessed using the area under the receiver operating characteristic curve. Prediction One also evaluated the 'importance of variables' (IOV) using a method based on permutation feature importance. RESULTS: The area under the curve of the AI model was 0.766. The type of circular stapler used was the most influential factor contributing to AL (IOV=0.551). CONCLUSION: This auto-AI predictive model demonstrated an improvement in accuracy compared to the conventional model. It was suggested that use of a TCS may contribute to a reduction in the AL rate.

Powered articulation by the SigniaTM stapling system for stapling position adjustments: optimizing safe surgical margins in thoracoscopic sublobar resection.

Accumulation of experience and advances in techniques and instruments have enabled surgeons to perform video-assisted thoracic surgery (VATS) safely for sublobar resection, including segmentectomy and wedge resection. A key to successful VATS sublobar resection is to have adequate resection margins and the appropriate use of articulated surgical staplers is essential for this purpose. The SigniaTM stapling system (Covidien Japan, Tokyo) has been used extensively in the fields of thoracic surgery. Its features include high maneuverability with fully powered articulation, rotation, clamping, and firing, which the surgeon can control with one hand. We introduce the "sliding technique" using the SigniaTM system, which allows for adjustment of the resection lines of the pulmonary parenchyma to optimize safe surgical margins with minimal stapler movement, and without repetitively moving the stapler in and out of the pleural cavity, during VATS sublobar resection.

[Comparison of efficiency and safety of laparoscopic manual esophagoenterostomy and esophagoenterostomy with mechanical anastomotic devices after laparoscopic gastrectomy for stomach cancer]. / Sravnenie bezopasnosti i effektivnosti primeneniya metodiki ruchnogo intrakorporal'nogo ezofagoenteroanastomoza i apparatnogo ezofagoenteroanastomoza s ispol'zovaniem lineinykh sshivayushchikh apparatov posle laparoskopicheskoi gastrektomii po povodu raka zheludka.

OBJECTIVE: To compare laparoscopic manual esophagoenterostomy and esophagoenterostomy with mechanical stapling anastomotic devices after laparoscopic gastrectomy for stomach cancer. MATERIAL AND METHODS: There were 34 patients who underwent laparoscopic gastrectomy for stomach in 2015-2018. Roux-en-Y esophagoenterostomy was used to reconstruct the gastrointestinal tract. Manual anastomoses were performed in 18 patients (group 1), stapled anastomoses (endogia 45 mm, covidien, mansfield, ma, usa) - in 16 patients (group 2). There was no randomization. Surgery duration, length of icu-stay, terms of enteral nutrition initiation, postoperative complications, hospital-stay were analyzed. RESULTS: Mean duration of surgery in the first group was 217 (184-302) min, in the second group - 201 (162-311) min. Duration of surgery in the first group was 1.08-fold higher than in the second group (95% CI 1.03-1.13, p=0.05). Mean blood loss was 145 ml in both groups. Mean icu-stay was 20.2 (17-42) hours in the first group and 21.1 (16.2-46) hours in the second group (ratio 0.96, 95% CI 0.92-1.01, p=0.06). Total enteral feeding (sipping) was initiated on the third day in both groups. Mean postoperative hospital-stay was 9.21 (6-13) days in the first group and 9.23 (6-12 days) days in the second group (ratio 0.99, 95% CI 0,95-1.02, p=0.06). Postoperative morbidity was 5.5% in the first group and 6.25% in the second group. CONCLUSION: Laparoscopic manual esophagoenterostomy proposed by our surgical team does not have disadvantages in comparison with stapling anastomotic devices and these methods may be alternative to each other.

Robotic Resection of a Left Brachiocephalic Vein Aneurysm Mimicking Thymoma.

A 70-year-old man was scheduled for the robotic resection of a 21×16 × 30 mm thymic nodule incidentally detected by a computed tomography scan (CT) for thoracic trauma after a domestic accident. Positron emission tomography (PET) scan confirmed a low [18F]-FDG uptake (SUVmax = 1,9). During the surgery, the mass showed to be a saccular aneurysm of the left brachiocephalic vein (LBCV). A complete tangential resection of the aneurysm, with the use of EndoGIA stapler (Covidien® Endo GIA™) at its origin, was performed. The patient's recovery was uneventful, and postoperative CT with contrast administration confirmed the patency of the vein.

Blind nasogastric tube advancement following sleeve gastrectomy: an animal model.

BACKGROUND: Sleeve gastrectomy is an effective surgical treatment for morbid obesity. The major technical risk of this procedure is staple line dehiscence. Some surgeons are reluctant to place a nasogastric tube (NGT) blindly due to the perceived risk of damage to the staple line. We sought to determine whether such concern was warranted. METHODS: A porcine tissue model (Animal Technologies, Inc., Tyler, TX) was used. Sleeve gastrectomy was performed using a flexible gastroscope as a guide for the Endo GIA stapler (Covidien, New Haven, CT) in an identical fashion used in our patients. The specimen was then placed in a plastic model of the thorax (VATS Trainers, LLC. Lansing, MI). The NGT was blindly advanced to 55 cm for a total of 50 passes, and to 75 cm for another 50 passes. Endoscopy with water submersion was performed to evaluate for injury or leak. RESULTS: After multiple passes of the NGT, no significant injuries, leaks, or perforations were observed to the gastric model, except for several small petechiae of the gastric mucosa, the largest measuring approximately 3 mm. None were of full thickness or penetrated the mucosa. The staple line showed no evidence of trauma. CONCLUSION: In this porcine model, blind NGT placement was not associated with significant mucosal injury or any damage to the sleeve gastrectomy staple line.

Efficacy of the slow firing method using a reinforced triple-row stapler for preventing postoperative pancreatic fistula during laparoscopic distal pancreatectomy.

PURPOSE: Postoperative pancreatic fistula (POPF) remains the most clinically relevant complication of laparoscopic distal pancreatectomy (LDP). The present study evaluated the efficacy of the "slow firing method" using a reinforced triple-row stapler (Covidien, Tokyo, Japan) during LDP. METHODS: This retrospective single-center study included 73 consecutive patients who underwent LDP using the slow firing method. A black cartridge was used in all patients. The primary endpoint was the rate of clinically relevant POPF (CR-POPF) after LDP. Secondary endpoints included perioperative outcomes and factors associated with CR-POPF as well as the correlation between the transection time and thickness of the pancreas. RESULTS: Four patients (5.5%) developed CR-POPF (grade B). Overall morbidity rates, defined as grade ≥ II and ≥ III according to the Clavien-Dindo classification, were 21 and 11%, respectively. The median postoperative hospital stay was 10 days. Preoperative diabetes (13.6 vs. 0.2%, P = 0.044) and thickness of the pancreas ≥ 15 mm (13.8% vs. 0%, P = 0.006) were identified as independent risk factors for CR-POPF. The median transection time was 16 (8-29) min. CONCLUSION: The slow firing method using a reinforced triple-row stapler for pancreatic transection is simple, safe, and effective for preventing CR-POPF after LDP.