Objective In traditional laboratory animal centers, there are issues such as low efficiency in cage scheduling, insufficient supervision of personnel behavior, and difficulty in upgrading aging equipment. This study aims to upgrade the information system of existing laboratory animal centers by applying multimodal large language model technology. This upgrade intends to achieve real-time perception of the status of animal cages, intelligent supervision of experimental personnel behavior, and automated processing of business workflows, thereby improving management efficiency and precision. Methods An AI-based approach for upgrading laboratory animal center informatization was proposed by the First Affiliated Hospital of Zhejiang University School of Medicine,compatible with different breeding equipments. The system architecture, from the bottom up, consisted of three layers: hardware layer, core algorithm layer, and application layer. The hardware layer was equipped with cameras and high-speed network transmission devices for collecting information on cages and personnel. The core algorithm layer utilized multi-stage image preprocessing technology and multimodal large language model recognition technology to extract and identify image information. The application layer integrated the recognition results with the existing information of the animal center to generate real-time cage occupancy heatmaps, which visually and clearly showed the density distribution of cage usage in the laboratory animal center. Results The AI-based management system achieved a cage recognition accuracy of 98.5% and a correct wearing identification rate of laboratory coats of 98.8%. The average image processing time was 3.7 seconds per image, the effective utilization rate of cages increased by 23%, and the turnover efficiency improved by 35%. In addition, the management system could track and warn against non-compliant behaviors in real time. After intelligent recognition, the system detected more violations, with the violation detection rate increasing by 90.6%. After continuous use for three months, the weekly average number of violations decreased by 54.0% compared to the baseline period. Conclusion This study applies multimodal large language model to the field of laboratory animal management, achieving real-time monitoring and automated management of cage identification, thereby improving management efficiency and precision. The system integrates multi-source data such as visual recognition and behavior analysis, establishing a comprehensive intelligent supervision system for experimental personnel. It provides research institutions with efficient, accurate, and cost-effective management tools, promoting the intelligent development of laboratory animal management.

Objective:To explore the feasibility and technical tips of donor-site reconstruction of the latissimus dorsi myocutaneous flap using the perforator propeller flap technique.Methods:Between July 2012 and January 2019, a total of 24 patients, including 9 males and 15 females, underwent reconstructions of defects in various locations using the latissimus dorsi myocutaneous flap. The average patient age was 43.6 years (range, 4-81 years). Before surgery, perforators adjacent to the latissimus dorsi muscle were explored using an ultrasound Doppler probe and marked on the skin. A latissimus dorsi myocutaneous flap was elevated according to the resultant defect following the removal of the lesion and transferred to reconstruct the defect. The donor-site defects were reconstructed using one, dual, or even triple perforator propeller flap.Results:All the 24 myocutaneous flaps survived completely. The dimension and width of the myocutaneous flaps ranged from 16 cm × 11 cm to 33 cm × 17 cm and 9 cm to 20 cm, respectively. The donor-site defects of the myocutaneous flap were all closed by perforator propeller flaps including 22 pedicled flaps and 2 free flaps. The defect was reconstructed by one perforator propeller flap in 12 patients, two flaps in 11, and three flaps in the remaining one patient. There were 36 posterior intercostal artery perforator propeller flaps and one freestyle perforator propeller flap. The size, pedicle length, and rotation angle of the propeller flaps were 13 cm × 5 cm to 23 cm × 14 cm, 3 cm to 6 cm, and 90 to 180 degrees, respectively. All the donor sites of the perforator propeller flaps were closed primarily. Total necrosis of the propeller flap occurred in one patient and small-sized distal flap necrosis in another one. The remaining propeller flaps survived completely. All patients were followed up for one to 38 months and the mean follow-up time was 7 months. Tumor recurrence was noticed in four patients. All patients were satisfied with the final functional and aesthetic outcomes.Conclusions:Using the perforator propeller flaps could guarantee not only harvesting a wide latissimus dorsi myocutaneous flap, but also primary donor-site closure of the myocutaneous flap, and therefore greatly improve the versatility and capability of the latissimus dorsi myocutaneous in defect reconstruction.

Objective:To explore the indications and technical tips of defect reconstruction in the elbow and upper arm using the radial collateral artery perforator (RCAP) propeller flap.Methods:From October 2016 to December 2019, 6 patients underwent defect reconstruction using the RCAP propeller flaps. All patients were female, aged from 5 to 66 years, with an average of 31 years. All of the defects were repaired with radial collateral artery perforator propeller flap. Before the surgery, the RCAP was thoroughly explored using the hand-held ultrasound Doppler and marked on the skin. According to the size, shape and location of the defect, a RCAP propeller flap was elevated based on the chosen RCAP, rotated in a certain degree with the perforating point as the rotation point. The large paddle was used to repair the defect of the upper extremity, and the small paddle was used to assist in closing the donor site. The donor sites were sutured directly or repaired with free skin graft. Capillary filling test or indocyanine green SPY fluorescence imaging system was used to evaluate the blood supply of the flap immediately. The effect was observed.Results:The defect size ranged from 6.0 cm × 3.0 cm to 10.0 cm × 7.0 cm. The flap size ranged from 6.0 cm × 3.5 cm to 20.0 cm × 8.0 cm. All perforators were septocutaneous perforators. The pedicle of the pedicle ranged from 2.5 cm to 5.0 cm and the mean length was 3.6 cm. The flaps were rotated 180° in 5 patients, and 150° in one patient. The donor sites were sutured directly in 5 patients and repaired with free skin graft in one patient. Five flaps survived completely without any major complications. Wound infection occurred in one flap, which healed after debridement. All donor sites were closed primarily, except one which was covered by free skin grafting. All patients were followed up for 3 months to 3 years and the average follow-up time was 2.4 years. The appearance and texture of the flap were good, and the motion of elbow joint was normal. All patients were satisfied with the functional and aesthetic outcomes of the upper extremities. Tumor recurrence was not noticed in the oncologic patients.Conclusions:For selected patients, the RCAP propeller flap could be an alternative option for soft-tissue defect reconstruction in the upper extremity.

Objective:To explore the feasibility and technical tips of donor-site reconstruction of the latissimus dorsi myocutaneous flap using the perforator propeller flap technique.Methods:Between July 2012 and January 2019, a total of 24 patients, including 9 males and 15 females, underwent reconstructions of defects in various locations using the latissimus dorsi myocutaneous flap. The average patient age was 43.6 years (range, 4-81 years). Before surgery, perforators adjacent to the latissimus dorsi muscle were explored using an ultrasound Doppler probe and marked on the skin. A latissimus dorsi myocutaneous flap was elevated according to the resultant defect following the removal of the lesion and transferred to reconstruct the defect. The donor-site defects were reconstructed using one, dual, or even triple perforator propeller flap.Results:All the 24 myocutaneous flaps survived completely. The dimension and width of the myocutaneous flaps ranged from 16 cm × 11 cm to 33 cm × 17 cm and 9 cm to 20 cm, respectively. The donor-site defects of the myocutaneous flap were all closed by perforator propeller flaps including 22 pedicled flaps and 2 free flaps. The defect was reconstructed by one perforator propeller flap in 12 patients, two flaps in 11, and three flaps in the remaining one patient. There were 36 posterior intercostal artery perforator propeller flaps and one freestyle perforator propeller flap. The size, pedicle length, and rotation angle of the propeller flaps were 13 cm × 5 cm to 23 cm × 14 cm, 3 cm to 6 cm, and 90 to 180 degrees, respectively. All the donor sites of the perforator propeller flaps were closed primarily. Total necrosis of the propeller flap occurred in one patient and small-sized distal flap necrosis in another one. The remaining propeller flaps survived completely. All patients were followed up for one to 38 months and the mean follow-up time was 7 months. Tumor recurrence was noticed in four patients. All patients were satisfied with the final functional and aesthetic outcomes.Conclusions:Using the perforator propeller flaps could guarantee not only harvesting a wide latissimus dorsi myocutaneous flap, but also primary donor-site closure of the myocutaneous flap, and therefore greatly improve the versatility and capability of the latissimus dorsi myocutaneous in defect reconstruction.

Objective:To explore the indications and technical tips of defect reconstruction in the elbow and upper arm using the radial collateral artery perforator (RCAP) propeller flap.Methods:From October 2016 to December 2019, 6 patients underwent defect reconstruction using the RCAP propeller flaps. All patients were female, aged from 5 to 66 years, with an average of 31 years. All of the defects were repaired with radial collateral artery perforator propeller flap. Before the surgery, the RCAP was thoroughly explored using the hand-held ultrasound Doppler and marked on the skin. According to the size, shape and location of the defect, a RCAP propeller flap was elevated based on the chosen RCAP, rotated in a certain degree with the perforating point as the rotation point. The large paddle was used to repair the defect of the upper extremity, and the small paddle was used to assist in closing the donor site. The donor sites were sutured directly or repaired with free skin graft. Capillary filling test or indocyanine green SPY fluorescence imaging system was used to evaluate the blood supply of the flap immediately. The effect was observed.Results:The defect size ranged from 6.0 cm × 3.0 cm to 10.0 cm × 7.0 cm. The flap size ranged from 6.0 cm × 3.5 cm to 20.0 cm × 8.0 cm. All perforators were septocutaneous perforators. The pedicle of the pedicle ranged from 2.5 cm to 5.0 cm and the mean length was 3.6 cm. The flaps were rotated 180° in 5 patients, and 150° in one patient. The donor sites were sutured directly in 5 patients and repaired with free skin graft in one patient. Five flaps survived completely without any major complications. Wound infection occurred in one flap, which healed after debridement. All donor sites were closed primarily, except one which was covered by free skin grafting. All patients were followed up for 3 months to 3 years and the average follow-up time was 2.4 years. The appearance and texture of the flap were good, and the motion of elbow joint was normal. All patients were satisfied with the functional and aesthetic outcomes of the upper extremities. Tumor recurrence was not noticed in the oncologic patients.Conclusions:For selected patients, the RCAP propeller flap could be an alternative option for soft-tissue defect reconstruction in the upper extremity.

Objective: To explore the clinical effects of scapular region flaps pedicled with circumflex scapular artery in the reconstruction of axillary burn scar contractures. Methods: From December 2008 to December 2018, 21 patients with axillary burn scar contractures were admitted to our department. There were 12 male patients and 9 female patients, aged 2-48 years, with an average of 17.4 years. According to the characteristics of axillary scar contractures, the patients were divided into type Ⅰ of 5 patients, type Ⅱ of 2 patients, type Ⅲ of 5 patients, and type Ⅳ of 9 patients. The preoperative abduction ranges of shoulder joint were 20-150°, with an average of 68.33°. The wound areas after resection and release of scar contractures ranged from 12 cm×4 cm to 33 cm×11 cm, with an average of 18.13 cm×5.41 cm, and the wounds were repaired with scapular region flaps pedicled with circumflex scapular artery in the areas of 14 cm×5 cm-35 cm×14 cm, with an average of 20.19 cm×7.71 cm. The donor sites of 5 patients were expanded prior to flap repair operation, and the other 16 patients were repaired by direct transfer of flaps. The donor sites were closed directly. The type, number, and transfer way of scapular region flaps were calculated, and the improvement of abduction angle of shoulder joint and condition of the flaps were observed during follow-up after operation. Results: There were 5 ascending scapular flaps, 13 scapular flaps, and 3 parascapular flaps. The flaps were transferred through open wounds in 18 cases, subcutaneous tunnel in 1 case, and trilateral foramia in the remaining 2 cases. All the flaps survived after operation. During follow-up of 3 months to 5 years, with an average of 19.4 months, the abduction angles of shoulder joints were 90-180°, with an average of 137.62°, which showed that the abduction function of shoulder joint improved obviously. The texture of flap was soft, and the color of the flap was close to the surrounding skin. The patients and/or their family members were satisfied with the operation results. Conclusions The scapular region flap pedicled with circumflex scapular artery has a lot of advantages, including a long vascular pedicle, simple technique for flap harvest, a hidden donor site, and flexible and diverse transfer mode of flap. It is an effective option for clinical reconstruction of severe axillary burn scar contracture.

Objective: To screen and verify the differential expression profiles of long non-coding RNAs(LncRNAs) in peripheral blood of patients with type 2 diabetes mellitus(T2DM), to identify the potential molecular specific markers of early T2DM. Methods: The blood samples of 4 type 2 diabetic patients and 4 normal control subjects were collected for microarray analysis. Then six candidate markers of LncRNAs screened from the differential expression profile were tested by qRT-PCR among the subjects (80 cases in the T2DM group and 50 cases in the control group). The possibility of these LncRNAs as molecular diagnostic markers was analyzed, and finally two of them were carried out by receiver operating characteristic (ROC) analysis. Results: Compared with control subjects, there were differentially expressed 133 LncRNAs in type 2 diabetic patients, among which 5 were up-regulated with the maximum up-regulated fold 3.29 and 128 were down-regulated with the maximum down-regulated fold 8.99. Six down-regulated LncRNAs were selected for validation and revealed a similar result to that of microarray.The expressions of two LncRNAs(NONHSAT160746 and NONHSAT140069) in peripheral blood of diabetic patients were significantly lower than those of control subjects (P<0.01). The areas under the ROC curve of the two LncRNAs were 0.734 and 0.703, respectively(P<0.01). Conclusion LncRNAs NONHSAT160746 and LncRNAs NONHSAT140069 are the potential molecular specific markers for the diagnosis of diabetes mellitus.

Objective: To explore the feasibility and technical points of soft tissue defect reconstruction using the pedicled anterolateral thigh flap based on perforating vessels from the lateral circumflex femoral artery oblique branch. Methods: Between November 2009 and April 2019, 27 pedicled anterolateral thigh flaps were performed to repair the wound of trunk and lower extremity, based on perforating vessels from the lateral circumflex femoral artery oblique branch. 16 flaps were proximally based and 11 were distally based. Results: The proximally based flap ranged from 15 cm×8 cm to 32 cm×12 cm. The mean length of the pedicle was 8.2 cm. The distally based flap ranged from 9 cm×7 cm to 24 cm×8 cm. The mean length of the pedicle was 18.6 cm. All flaps survived after surgery. Venous congestion occurred in one flap and relieved in five days. Conclusions With oblique branch as the pedicle, the vascular dissection was easy and donor site morbidity was minimized while harvesting the proximally based anterolateral thigh flaps; long pedicle could be obtained, and the reconstructive sphere was extended when using the distally based anterolateral thigh flaps.

Objective To study the diagnostic value of endoscopic ultrasound guided fine needle aspiration (EUS-FNA) combined with the new category of papanicolaou society of cytopathology in solid pancreatic lesions (SPL) rapid on-site evaluation (ROSE).Methods From February 2011 to October 2014,225 patients with SPL who underwent EUS-FNA and obtained the cytological diagnosis were enrolled.The lesions were finally diagnosed according to pathological results,imaging and follow-up data,and then the sensitivity,specificity,and accuracy of EUS-FNA in the diagnosis of SPL were calculated based on the new papanicolaou society of cytopathology terminology.Logistic stepwise regression analysis was performed to analyze the risk factors.Results Among 225 patients with SPL,96 cases (42.7％)had uncertain cytological diagnosis,17.3％ (39/225) could not be diagnosed,8.0％ (18/225) were atypical lesions,and 17.3％ (39/225) were suspicious malignant carcinomas.Among 129 cases (57.3％)with certain cytological diagnosis,15.1％ (34/225) were benign lesions,14.7％ (33/225) were tumors (benign or others) and 27.6％ (62/225) were malignant tumors.When atypical lesions were added into non-tumor lesions or tumor lesions,the sensitivity,specificity and accuracy of diagnosis were 87.3 ％,91.7％,88.2％,and 94.7％,72.2％,90.3％,respectively.Serum CA125≥14 kU/L (odds ratio (OR) =7.13,95％ confidence interval (CI) 2.02 to 25.22,P=0.002) and history of biliary disease (OR=3.85,95％CI 1.22 to 12.51,P=0.022) were two independent risk factors of pancreatic tumors.Conclusions Despite of a high percentage of uncertain cytological diagnosis,EUS-FNA still has high diagnostic value in SPL when combined with the new papanicolaou society of cytopathology terminology.Furthermore,serum CA125≥14 kU/L and history of biliary disease may help to diagnose pancreatic tumors.

Objective To evaluate the prevalence of full thickness rotator cuff tear in patients with proximal humeral fractures,and the relationships between different risk factors.Methods Data of 113 patients with proximal humeral fractures from January 2014 to January 2016 who underwent surgical treatment were retrospectively analyzed.The general characteristics of patients (age,sex,cause of injury) were recorded and the rotator cuff was evaluated preoperatively on MRI and explored intra-operatively.We calculated and compared the incidence rate of age,sex in patients with and without rotator cuff tear.And the incidence rate of rotator cuff tear in different types of fracture according to Neer classification was calculated.Results The full thickness ro tator cuff tear were indentified in 28 patients (24.8％),and 21 of them had been confirmed by MRI preoperatively.Statistical significant difference was found between patients with rotator cuff tear group (average of 75.11± 10.89 years old) and without rotator cuff tear group (64.68± 13.43) for the age of the patient.Full thickness rotator cuff tear was most common in Neer 3 GT fracture (33.3％,8/54),followed by Neer 2 GT (26.67％,4/15) and Neer 2 SN (17.65,6/34),however,no full thickness rotator was found in Neer 4 type fracture.There were 4 patients with total rotator cuff tear who had symptom of shoulder before the operation.The other 24 patients had no symptom of shoulder.Conclusion Patient age was found as a risk factor for full thickness rotator cuff tear in humeral proximal fractures with the rate of 24.8％.Full thickness rotator cuff tear was most common in Neer 3 GT fracture.