Objective To explore the value of support vector machine(SVM)model based on gray matter volume(GMV)for identifying amyotrophic lateral sclerosis(ALS),also to analyze the relevant brain regions.Methods MR 3D T1WI data of 60 ALS patients(ALS group)and 60 healthy volunteers(control group)were retrospectively analyzed.Taken GMV of each brain region obtained by voxel-based morphometry as the input features.F-score analysis was used to select feature with the highest classification accuracy to construct SVM model.Receiver operating characteristic curve was drawn to evaluate the efficacy of SVM model for identifying ALS,and top 10％was used as the weight threshold to obtain gray matter brain regions contributed the most to this model.Results SVM model constructed based on the top 40％GMV features had the highest classification accuracy(82.50％),with sensitivity,specificity and area under the curve(AUG)of 85.05％,80.40％and 0.890,respectively.The left precentral gyrus,left anterior cingulate gyrus and paracingulate gyrus,right middle temporal gyrus,opercular part of left inferior frontal gyrus,right dorsolateral superior frontal gyrus,left temporal pole:middle temporal gyrus,right superior occipital gyrus,orbital part of right middle frontal gyrus,right calcarine fissure and surrounding cortex,right fusiform gyrus were the top 1-10 gray matter brain regions contributed to this model.Conclusion ALS had specific GMV change pattern.SVM model based on GMV could be used to effectively identify ALS,while the left precentral gyrus was the most contributive brain region to this model.

Objective To explore the short-term efficacy of endoscopic submucosal dissection (ESD) in the treatment of early carcinoma in the remnant stomach. Methods A retrospective study was conducted on 45 patients with early residual gastric cancer underwent ESD at the Endoscopy Center of Zhongshan Hospital, Fudan University from December 2014 to April 2024, with a total of 45 lesions. The patients were divided into an anastomotic group (n=15) and a non-anastomotic group (n=30) based on the location of tumor occurrence, and their clinical data, endoscopic diagnosis and treatment, and histopathological conditions were compared between the two groups. Results All 45 patients had lesions with redness and erosion. There were 9 cases of poor lifting of submucosal injection in the anastomotic group and 2 cases in the non-anastomotic group, respectively, and the difference was statistically significant (P<0.05). ESD surgery was performed on 13 lesions in the anastomotic group and 28 lesions in the non-anastomotic group, with surgery times of 80.00 (50.00, 100.00) min and 55.00 (43.75, 80.00) min, respectively. The difference in surgery time between the two groups was statistically significant (P=0.03). Among the 45 patients, ESD surgery achieved curative resection in 35 cases, including 11 cases in the anastomotic group and 24 cases in the non-anastomotic group, with no statistically significant difference. Conclusions Careful preoperative evaluation of early carcinoma in the remnant stomach is essential to prevent oversight. Lesions at anastomotic sites and suture lines present higher technical challenges for complete resection. ESD is safe and effective, with auxiliary traction technique available when necessary.

To explore the clinicopathological characteristics, endoscopic manifestations, and efficacy of endoscopic procedure for early gastroesophageal junction cancer, a retrospective analysis was conducted on the patients who underwent endoscopic submucosal dissection (ESD) and pathologically confirmed early cancer of the gastroesophageal junction at Zhongshan Hospital, Fudan University and Xiamen Branch from November 2014 to October 2021. The pathological and gastroscopic features, as well as short-term efficacy of ESD were analyzed. Among the 401 patients, there were 332 males with the age of 66.02±7.93 years, and 69 females with the age of 66.26±9.31 years. The male-to-female ratio was 4.8∶1. Siewert type Ⅱ accounted for 70.82% (284/401). Lesions involving the lesser curvature accounted for 57.10% (229/401). Endoscopic manifestation of mucosal erythema accounted for 96.26% (386/401). Lesion morphology of 0-Ⅱc type accounted for 38.15% (153/401) and tubular adenocarcinoma accounted for 86.53% (347/401). The en bloc resection rate of ESD was 99.75% (400/401), with a curative resection rate of 72.82% (292/401). It is indicates that early gastroesophageal junction cancer predominantly occurs in middle-aged and elderly males. It is mostly Siewert type Ⅱ, and involves the lesser curvature, and primarily presents as type 0-Ⅱc morphology. The lesions are most commonly manifested as mucosal redness and are predominantly moderately to well-differentiated adenocarcinomas. ESD demonstrates a safe and effective therapeutic approach for early gastroesophageal junction cancer.

Objective To explore the value of support vector machine(SVM)model based on gray matter volume(GMV)for identifying amyotrophic lateral sclerosis(ALS),also to analyze the relevant brain regions.Methods MR 3D T1WI data of 60 ALS patients(ALS group)and 60 healthy volunteers(control group)were retrospectively analyzed.Taken GMV of each brain region obtained by voxel-based morphometry as the input features.F-score analysis was used to select feature with the highest classification accuracy to construct SVM model.Receiver operating characteristic curve was drawn to evaluate the efficacy of SVM model for identifying ALS,and top 10％was used as the weight threshold to obtain gray matter brain regions contributed the most to this model.Results SVM model constructed based on the top 40％GMV features had the highest classification accuracy(82.50％),with sensitivity,specificity and area under the curve(AUG)of 85.05％,80.40％and 0.890,respectively.The left precentral gyrus,left anterior cingulate gyrus and paracingulate gyrus,right middle temporal gyrus,opercular part of left inferior frontal gyrus,right dorsolateral superior frontal gyrus,left temporal pole:middle temporal gyrus,right superior occipital gyrus,orbital part of right middle frontal gyrus,right calcarine fissure and surrounding cortex,right fusiform gyrus were the top 1-10 gray matter brain regions contributed to this model.Conclusion ALS had specific GMV change pattern.SVM model based on GMV could be used to effectively identify ALS,while the left precentral gyrus was the most contributive brain region to this model.

To explore the clinicopathological characteristics, endoscopic manifestations, and efficacy of endoscopic procedure for early gastroesophageal junction cancer, a retrospective analysis was conducted on the patients who underwent endoscopic submucosal dissection (ESD) and pathologically confirmed early cancer of the gastroesophageal junction at Zhongshan Hospital, Fudan University and Xiamen Branch from November 2014 to October 2021. The pathological and gastroscopic features, as well as short-term efficacy of ESD were analyzed. Among the 401 patients, there were 332 males with the age of 66.02±7.93 years, and 69 females with the age of 66.26±9.31 years. The male-to-female ratio was 4.8∶1. Siewert type Ⅱ accounted for 70.82% (284/401). Lesions involving the lesser curvature accounted for 57.10% (229/401). Endoscopic manifestation of mucosal erythema accounted for 96.26% (386/401). Lesion morphology of 0-Ⅱc type accounted for 38.15% (153/401) and tubular adenocarcinoma accounted for 86.53% (347/401). The en bloc resection rate of ESD was 99.75% (400/401), with a curative resection rate of 72.82% (292/401). It is indicates that early gastroesophageal junction cancer predominantly occurs in middle-aged and elderly males. It is mostly Siewert type Ⅱ, and involves the lesser curvature, and primarily presents as type 0-Ⅱc morphology. The lesions are most commonly manifested as mucosal redness and are predominantly moderately to well-differentiated adenocarcinomas. ESD demonstrates a safe and effective therapeutic approach for early gastroesophageal junction cancer.

Objective:To investigate the construction effects of the graduate biochemistry technology courses based on the outcome-based education (OBE) concept, analyze the technical needs of graduate students, and further integrate and optimize the teaching methods.Methods:A self-compiled questionnaire with good reliability and validity was used to conduct an overall sampling survey on the graduate students who took the elective courses in Batch 2021 in a medical college in Shanghai. Excel and GraphPad Prism software were used for data analysis.Results:According to this survey, the courses gain good effects in terms of teaching framework, course facilities, teaching forms, teaching contents and comprehensive evaluation of teaching. A total of 112 students (95.2%) thought that the course was very helpful to the expansion of experimental technology and experimental operation ability. However, there were still some teaching needs, such as expanding the types of experiments and increasing experimental operations.Conclusions:Under the guidance of OBE concept, the construction of the graduate biochemistry technology courses has gradually achieved good results. Later, the online-offline hybrid teaching form will be further improved and the curriculum teaching arrangement will be optimized further.

Objective:To explore the clinical efficacy of biopsy forceps polypectomy with submucosal injection for diminutive colorectal polyps.Methods:The patients with diminutive colorectal polyps (long diameter≤5 mm in size) who received polypectomy in Quanzhou First Hospital Affiliated to Fujian Medical University from May 2021 to May 2022 were prospectively recruited and divided into the observation group (biopsy forceps polypectomy with submucosal injection) and the control group (traditional biopsy forceps polypectomy). The location, morphology, long diameter, the complete polypectomy rate under direct vision, the time of resection and endoscopy withdrawal, pathological results, specimen collection rate, the incidence of complications and endoscopic treatment cost were analyzed. The clinical efficacy of the two methods were compared.Results:A total of 292 patients were included in the study, with 146 in the observation group and 146 in the control group. There were 258 polyps in the observation group and 252 polyps in the control group. The complete polypectomy rate was higher in the observation group than that in the control group [100.0% (258/258) VS 90.1% (227/252), χ2=26.915, P=0.001] with clear vision. The incidence of complications in the observation group was lower than that in the control group (1/146 VS 13/146, χ2=10.804, P=0.001) , along with the lower treatment cost (173.7±15.9 yuan VS 184.0±53.8 yuan, Z=-2.777, P=0.005). The resection time in the observation group was longer than that in the control group, but the difference was not statistically significant [10 (9,11) min VS 9 (9,11) min, Z=-0.528, P=0.597]. There was no significant difference in the polyp position, long diameter, morphology, pathological classification, or the specimen collection rate between the two groups ( P>0.05). Conclusion:Biopsy forceps polypectomy with submucosal injection is safe for diminutive colorectal polyps, and it demonstrates a higher complete polypectomy rate, lower complication rates, and reduced treatment costs compared with traditional biopsy forceps polypectomy. It is a new perspective for managing diminutive colorectal polyps.

Objective:To explore the clinical efficacy of biopsy forceps polypectomy with submucosal injection for diminutive colorectal polyps.Methods:The patients with diminutive colorectal polyps (long diameter≤5 mm in size) who received polypectomy in Quanzhou First Hospital Affiliated to Fujian Medical University from May 2021 to May 2022 were prospectively recruited and divided into the observation group (biopsy forceps polypectomy with submucosal injection) and the control group (traditional biopsy forceps polypectomy). The location, morphology, long diameter, the complete polypectomy rate under direct vision, the time of resection and endoscopy withdrawal, pathological results, specimen collection rate, the incidence of complications and endoscopic treatment cost were analyzed. The clinical efficacy of the two methods were compared.Results:A total of 292 patients were included in the study, with 146 in the observation group and 146 in the control group. There were 258 polyps in the observation group and 252 polyps in the control group. The complete polypectomy rate was higher in the observation group than that in the control group [100.0% (258/258) VS 90.1% (227/252), χ2=26.915, P=0.001] with clear vision. The incidence of complications in the observation group was lower than that in the control group (1/146 VS 13/146, χ2=10.804, P=0.001) , along with the lower treatment cost (173.7±15.9 yuan VS 184.0±53.8 yuan, Z=-2.777, P=0.005). The resection time in the observation group was longer than that in the control group, but the difference was not statistically significant [10 (9,11) min VS 9 (9,11) min, Z=-0.528, P=0.597]. There was no significant difference in the polyp position, long diameter, morphology, pathological classification, or the specimen collection rate between the two groups ( P>0.05). Conclusion:Biopsy forceps polypectomy with submucosal injection is safe for diminutive colorectal polyps, and it demonstrates a higher complete polypectomy rate, lower complication rates, and reduced treatment costs compared with traditional biopsy forceps polypectomy. It is a new perspective for managing diminutive colorectal polyps.

【Objective】 To explore the characteristics of white matter degeneration in amyotrophic lateral sclerosis (ALS) patients with different onset and spreading patterns by using diffusion tensor imaging (DTI). 【Methods】 We enrolled 86 ALS patients and 44 healthy controls. The patients were divided into bulbar- and spinal-onset subgroups according to their onset site, as well as horizon, vertical, interpose/skip, and caudal-rostral subgroups based on the spreading direction of the involved regions. The white matter fiber tracts corresponding to the motor network were set as the region of interest. We used tract-based spatial statistics to evaluate differences between the above groups and the normal controls, with family-wise error (FWE) correction and P<0.05 as statistical significance. 【Results】 The white matter degeneration of ALS patients with bulbar onset was mainly limited to the corona radiation part of the corticospinal tract, while those with spinal onset showed extensive degeneration of corticospinal tract and corpus callosum Ⅲ area (FWE correction, P<0.05). In patients with horizontal and vertical dissemination, decreased integrity of the entire corticospinal tract was found, with patients in the latter group showed extra degeneration in the Ⅲ part of the corpus callosum. Restricted degeneration of the corticospinal tract within bilateral corona radiata was detected in patients with caudal-rostral and interposed/skip spreading pattens (FWE correction, P<0.05). 【Conclusion】 Different onset and disease spread patterns of ALS patients correspond to divergent brain degeneration patterns. The diagnosis, treatment, and management of ALS should fully consider the heterogeneity of the disease.

【Objective】 To investigate changes in thalamus structure and function and their associations with cognitive impairment in patients with amyotrophic lateral sclerosis (ALS). 【Methods】 3D high-resolution structural imaging and resting-state fMRI were applied in 78 ALS patients and 49 healthy volunteers. The shape of the thalamus was assessed using a vortex analysis and functional connectivity between the thalamus subregion and cortex was evaluated by a seed-based correlation analysis. Partial correlation analysis was used to evaluate the correlation between focal thalamus alterations and clinical assessments. 【Results】 Compared with the control group, vertex analysis showed significant atrophy in the prefrontal and temporal subregions of bilateral thalamus in the ALS group. Patients exhibited increased functional connectivity of motor-sensory ROI with the right motor cortex, of temporal ROI with the bilateral lateral occipital cortex, precuneus and right temporal subregion. In contrast, decreased function connectivity was found mainly between temporal ROI and paracingulate gyrus, left dorsomedial prefrontal lobe and left caudate. Partial correlation analysis showed that the functional connectivity of the precuneus, paracingulate cortex, left caudate nucleus and left prefrontal lobe was correlated with multiple cognitive performances. 【Conclusion】 Selective damage of thalamic structure and function in ALS plays an important role in cognitive and behavioral disorders.