1.Prediction of Pharmacoresistance in Drug-Naïve Temporal Lobe Epilepsy Using Ictal EEGs Based on Convolutional Neural Network.
Yiwei GONG ; Zheng ZHANG ; Yuanzhi YANG ; Shuo ZHANG ; Ruifeng ZHENG ; Xin LI ; Xiaoyun QIU ; Yang ZHENG ; Shuang WANG ; Wenyu LIU ; Fan FEI ; Heming CHENG ; Yi WANG ; Dong ZHOU ; Kejie HUANG ; Zhong CHEN ; Cenglin XU
Neuroscience Bulletin 2025;41(5):790-804
Approximately 30%-40% of epilepsy patients do not respond well to adequate anti-seizure medications (ASMs), a condition known as pharmacoresistant epilepsy. The management of pharmacoresistant epilepsy remains an intractable issue in the clinic. Its early prediction is important for prevention and diagnosis. However, it still lacks effective predictors and approaches. Here, a classical model of pharmacoresistant temporal lobe epilepsy (TLE) was established to screen pharmacoresistant and pharmaco-responsive individuals by applying phenytoin to amygdaloid-kindled rats. Ictal electroencephalograms (EEGs) recorded before phenytoin treatment were analyzed. Based on ictal EEGs from pharmacoresistant and pharmaco-responsive rats, a convolutional neural network predictive model was constructed to predict pharmacoresistance, and achieved 78% prediction accuracy. We further found the ictal EEGs from pharmacoresistant rats have a lower gamma-band power, which was verified in seizure EEGs from pharmacoresistant TLE patients. Prospectively, therapies targeting the subiculum in those predicted as "pharmacoresistant" individual rats significantly reduced the subsequent occurrence of pharmacoresistance. These results demonstrate a new methodology to predict whether TLE individuals become resistant to ASMs in a classic pharmacoresistant TLE model. This may be of translational importance for the precise management of pharmacoresistant TLE.
Epilepsy, Temporal Lobe/diagnosis*
;
Animals
;
Drug Resistant Epilepsy/drug therapy*
;
Electroencephalography/methods*
;
Rats
;
Anticonvulsants/pharmacology*
;
Neural Networks, Computer
;
Male
;
Humans
;
Phenytoin/pharmacology*
;
Adult
;
Disease Models, Animal
;
Female
;
Rats, Sprague-Dawley
;
Young Adult
;
Convolutional Neural Networks
2.Application value of intestinal stent placement assisted by disposable subscope for acute malignant colorectal obstruction (with video)
Yuanzhi WANG ; Bengang ZHOU ; Bangjie LIU ; Guanghuai YAO ; Guiqing LI ; Yaoyao LI ; Feng XUE ; Ming ZHOU ; Yanbing DING
Chinese Journal of Digestive Endoscopy 2025;42(9):722-726
To investigate the application value of disposable subscope-assisted intestinal metal stent placement in the treatment for acute malignant colorectal obstruction, a retrospective analysis was conducted on the patients who underwent intestinal metal stent placement assisted by disposable subscope for acute malignant colorectal obstruction at the Digestive Endoscopy Center, Affiliated Hospital of Yangzhou University from June 2023 to July 2024. The technical success rate, clinical success rate, operation time, postoperative complications and first-stage surgical resection anastomosis rate of intestinal metal stent placement assisted by subscope were analyzed. Among the 16 included patients, there were 10 males and 6 females, with the age of 72.19±9.40 years. Obstruction occurred at the descending colon in 8 cases (50.00%), at the sigmoid colon in 6 cases (37.50%), at the rectosigmoid junction in 1 case (6.25%), and at the splenic flexure of the transverse colon in 1 case (6.25%). All 16 patients successfully underwent stent placement, with a technical success rate of 100.00% (16/16). Obstruction symptoms did not relieve in one patient (6.25%) after stent placement, resulting in a clinical success rate of 93.75% (15/16). The endoscopic operation time for the 16 patients was 37.8±13.9 minutes. No bleeding, perforation, stent displacement, or detachment occurred after the operation. Fourteen patients underwent subsequent surgical treatment, the first-stage surgical resection anastomosis rate was 71.43% (10/14). This preliminary study suggests that the disposable subscope-assisted intestinal metal stent placement for the treatment of acute malignant colorectal obstruction is safe and effective, with no radiation exposure.
3.Safety and efficacy of intrasaccular flow disruptor in intracranial aneurysms
Jifa LIU ; Yuanzhi LI ; Feng FAN ; Hang ZHANG ; Nan MA ; Zhen WANG ; Sheng GUAN
Chinese Journal of Neuromedicine 2025;24(3):230-234
Objective:To explore the safety and efficacy of intrasaccular flow disruptor in intracranial aneurysms, including wide-necked aneurysms.Methods:A retrospective analysis was performed; 102 patients with intracranial aneurysms treated with intrasaccular flow disruptor at Department of Neurointervention, First Affiliated Hospital of Zhengzhou University from August 2022 to November 2024 were enrolled; their clinical and imaging data were collected. The aneurysm characteristics and perioperative complications were summarized; aneurysm occlusion was evaluated by Woven EndoBridge occlusion scale (WOS) immediately after surgery and during the follow-up period.Results:Among the 102 aneurysms, 33 were anterior cerebral artery aneurysms, 40 were middle cerebral artery aneurysms, 17 were internal carotid artery aneurysms and 12 were basilar artery aneurysms; 73 aneurysms were regular intracranial saccular aneurysms and 29 were irregular saccular ones (17 of them with daughter sacs); 12 aneurysms were ruptured at acute phase. The surgical success rate was 100%: single intrasaccular flow disruptor was implanted into 95 patients, and stent-assisted or salvage treatments were given to 7 patients). Immediately after surgery, WOS grading A was noted in 5 patients, grading B in 7, grading C in 31, and grading D in 59. Two patients suffered severe perioperative complications and passed away: one patient died for ischemic complications that ensued after stent salvage treatment (parent artery being compressed by intrasaccular flow disruptor); the other patient died for hemorrhagic complications triggered by rupture of an initially unruptured aneurysm following intrasaccular flow disruptor implantation. Among them, 52 patients completed postoperative DSA follow-up, with a median follow-up of 205 (168, 292) days; WOS grading A was noted in 31 patients, grading B in 9, grading C in 8, and grading D in 4 at the last follow-up; the full occlusion rate was 92.3%, and no ischemic or hemorrhagic adverse events occurred.Conclusion:Intrasaccular flow disruptor shows high short-term safety and good efficacy in the treatment of intracranial aneurysms.
4.Validation of the efficacy of phantom-less quantitative computer tomography for the diagnosis of osteoporosis in patients with lumbar degenerative diseases
Wentao WAN ; Hanming BIAN ; Chao CHEN ; Gang LIU ; Xiaopeng LI ; Yuanzhi WENG ; Jianjun WU ; Jiaguo ZHAO ; Weijia LYU ; Xinlong MA ; Qiang YANG
Chinese Journal of Orthopaedics 2025;45(9):571-577
Objective:To analyze the efficacy of phantom-less quantitative computer tomography (PL-QCT) for the diagnosis of osteoporosis in patients with lumbar degenerative diseases.Methods:From October 2021 to October 2023, a total of 1 248 patients with lumbar degenerative disease who did not receive anti-osteoporosis treatment in the Department of Spine Surgery, Tianjin Hospital were retrospectively analyzed. There were 520 males and 728 females, aged 62.31±9.37 years (range, 40-87 years), height 1.66±0.08 m (range, 1.43-1.89 m), weight 69.04±8.27 kg (range, 49-93 kg). The mean body mass index was 26.11±3.67 kg/m 2 (range, 14.40-37.11 kg/m 2). Dual-energy X-ray absorptiometry (DXA) and PL-QCT were used to diagnose osteoporosis, and the detection rates of the two diagnostic methods were compared. The receiver operating characteristic (ROC) curve of PL-QCT for the diagnosis of osteoporosis was drawn, the area under the curve (AUC) and 95% confidence interval (CI), sensitivity and specificity were calculated. Results:Among 1 248 patients with lumbar degenerative diseases, 626 (50.2%) were diagnosed as osteoporosis by PL-QCT, 423(33.9%) were diagnosed by spine DXA, 488(39.1%) were diagnosed by hip DXA and 539 patients(43.2%) were diagnosed by dual-site DXA. The detection rate of osteoporosis of PL-QCT was higher than that of spine DXA (χ 2=193.557, P<0.001), hip DXA (χ 2=322.201, P<0.001) and dual-site DXA (χ 2=94.683, P<0.001), and the difference was statistically significant. Taking the diagnostic results of spinal DXA for osteoporosis as a reference, the ROC curve of PL-QCT for the diagnosis of osteoporosis showed a sensitivity of 79%, a specificity of 81%, and an AUC and 95% CI of 0.82(0.79, 0.85). Taking the diagnostic results of hip DXA for osteoporosis as a reference, the ROC curve of PL-QCT for the diagnosis of osteoporosis showed a sensitivity of 85%, a specificity of 55%, and an AUC and 95% CI of 0.75(0.71, 0.78). Taking the diagnostic results of two-site DXA for osteoporosis as a reference, the ROC curve of PL-QCT for the diagnosis of osteoporosis showed a sensitivity of 72%, a specificity of 75%, and an AUC and 95% CI of 0.81(0.78, 0.83). Conclusion:Compared with DXA, PL-QCT has a higher detection rate of osteoporosis in patients with degenerative lumbar spine disease and good diagnostic efficacy.
5.Digital analysis of the anatomical relationship between screw entry points in transverse sacroiliac joint geometric channel and the superior gluteal artery
Xiaoli ZHANG ; Yuanzhi ZHANG ; Kai SUN ; Yueteng ZHANG ; Ya'ou LIU ; Gang LIU
Chinese Journal of Orthopaedic Trauma 2025;27(7):607-611
Objective:To digitally analyze and measure the anatomical relationship between screw entry points in the transverse sacroiliac joint geometric channels (S 1, S 2, S 3) and the superior gluteal artery. Methods:Enrolled in this study were 147 healthy volunteers (119 males and 28 females) with an average age of (36.2±18.3) years who had undergone CT examination at Department of Orthopedics, The Second Affiliated Hospital of Inner Mongolia Medical University from January 2020 to May 2024. The geometric channels for screws in the transverse sacroiliac joint S 1, S 2, and S 3 were determined by 3D reconstruction of the pelvic CT scan data. After the shortest distance from the branch of the superior gluteal artery to the screw entry point into the channel was measured for each segment on the left and right sides, interlateral comparisons were performed. Results:Of the 147 volunteers, 107 (72.79%) had transverse sacroiliac joint geometric channels for sacroiliac screws in S 1 vertebrae, 147 (100.00%) had transverse sacroiliac joint geometric channels for sacroiliac screws in S 2 vertebral body, and 22 cases (14.97%) had transverse sacroiliac joint geometric channels for sacroiliac screws in S 3 vertebral body. The shortest distances from the superficial branch of the superior gluteral artery to the entry point of the screw channal were (18.13±2.79) mm at S 1, (30.83±3.43) mm at S 2, and (35.88±4.22) mm at S 3 on the left side, and (18.65±3.21) mm at S 1, (31.41±3.88) mm at S 2, and (34.46±4.13) mm at S 3 on the right side. The shortest distances from the deep superior branch of the superior gluteal artery to the entry point of the screw channel were (20.81±2.93) mm at S 1, and (29.72±4.32) mm at S 2 on the left side, and (21.32±3.13) mm at S 1, and (30.13±4.66) mm at S 2 on the right side. There was no difference in the distance from the screw entry point to the superior gluteal artery in all segments between the right and the left sides ( P>0.05). The distance from the right and left screw points to the superior gluteal artery showed an increasing trend from segment S 1, to segment S 2, and to segment S 3, being the farthest in S 3. Conclusions:Transverse sacroiliac joint geometric (safe) channels at segments S 1, S 2, S 3 exist on imaging in most adults, but they may vary in the risk of injury to the superior gluteal artery. The risk of injury to the superior gluteal artery in fixation with S 1 transverse sacroiliac screws is greater than that with S 2 and S 3 transverse sacroiliac screws. The risk of injury to the superior gluteal artery is the minimal with S 3 transverse screw fixation.
6.Validation of the efficacy of phantom-less quantitative computer tomography for the diagnosis of osteoporosis in patients with lumbar degenerative diseases
Wentao WAN ; Hanming BIAN ; Chao CHEN ; Gang LIU ; Xiaopeng LI ; Yuanzhi WENG ; Jianjun WU ; Jiaguo ZHAO ; Weijia LYU ; Xinlong MA ; Qiang YANG
Chinese Journal of Orthopaedics 2025;45(9):571-577
Objective:To analyze the efficacy of phantom-less quantitative computer tomography (PL-QCT) for the diagnosis of osteoporosis in patients with lumbar degenerative diseases.Methods:From October 2021 to October 2023, a total of 1 248 patients with lumbar degenerative disease who did not receive anti-osteoporosis treatment in the Department of Spine Surgery, Tianjin Hospital were retrospectively analyzed. There were 520 males and 728 females, aged 62.31±9.37 years (range, 40-87 years), height 1.66±0.08 m (range, 1.43-1.89 m), weight 69.04±8.27 kg (range, 49-93 kg). The mean body mass index was 26.11±3.67 kg/m 2 (range, 14.40-37.11 kg/m 2). Dual-energy X-ray absorptiometry (DXA) and PL-QCT were used to diagnose osteoporosis, and the detection rates of the two diagnostic methods were compared. The receiver operating characteristic (ROC) curve of PL-QCT for the diagnosis of osteoporosis was drawn, the area under the curve (AUC) and 95% confidence interval (CI), sensitivity and specificity were calculated. Results:Among 1 248 patients with lumbar degenerative diseases, 626 (50.2%) were diagnosed as osteoporosis by PL-QCT, 423(33.9%) were diagnosed by spine DXA, 488(39.1%) were diagnosed by hip DXA and 539 patients(43.2%) were diagnosed by dual-site DXA. The detection rate of osteoporosis of PL-QCT was higher than that of spine DXA (χ 2=193.557, P<0.001), hip DXA (χ 2=322.201, P<0.001) and dual-site DXA (χ 2=94.683, P<0.001), and the difference was statistically significant. Taking the diagnostic results of spinal DXA for osteoporosis as a reference, the ROC curve of PL-QCT for the diagnosis of osteoporosis showed a sensitivity of 79%, a specificity of 81%, and an AUC and 95% CI of 0.82(0.79, 0.85). Taking the diagnostic results of hip DXA for osteoporosis as a reference, the ROC curve of PL-QCT for the diagnosis of osteoporosis showed a sensitivity of 85%, a specificity of 55%, and an AUC and 95% CI of 0.75(0.71, 0.78). Taking the diagnostic results of two-site DXA for osteoporosis as a reference, the ROC curve of PL-QCT for the diagnosis of osteoporosis showed a sensitivity of 72%, a specificity of 75%, and an AUC and 95% CI of 0.81(0.78, 0.83). Conclusion:Compared with DXA, PL-QCT has a higher detection rate of osteoporosis in patients with degenerative lumbar spine disease and good diagnostic efficacy.
7.Digital analysis of the anatomical relationship between screw entry points in transverse sacroiliac joint geometric channel and the superior gluteal artery
Xiaoli ZHANG ; Yuanzhi ZHANG ; Kai SUN ; Yueteng ZHANG ; Ya'ou LIU ; Gang LIU
Chinese Journal of Orthopaedic Trauma 2025;27(7):607-611
Objective:To digitally analyze and measure the anatomical relationship between screw entry points in the transverse sacroiliac joint geometric channels (S 1, S 2, S 3) and the superior gluteal artery. Methods:Enrolled in this study were 147 healthy volunteers (119 males and 28 females) with an average age of (36.2±18.3) years who had undergone CT examination at Department of Orthopedics, The Second Affiliated Hospital of Inner Mongolia Medical University from January 2020 to May 2024. The geometric channels for screws in the transverse sacroiliac joint S 1, S 2, and S 3 were determined by 3D reconstruction of the pelvic CT scan data. After the shortest distance from the branch of the superior gluteal artery to the screw entry point into the channel was measured for each segment on the left and right sides, interlateral comparisons were performed. Results:Of the 147 volunteers, 107 (72.79%) had transverse sacroiliac joint geometric channels for sacroiliac screws in S 1 vertebrae, 147 (100.00%) had transverse sacroiliac joint geometric channels for sacroiliac screws in S 2 vertebral body, and 22 cases (14.97%) had transverse sacroiliac joint geometric channels for sacroiliac screws in S 3 vertebral body. The shortest distances from the superficial branch of the superior gluteral artery to the entry point of the screw channal were (18.13±2.79) mm at S 1, (30.83±3.43) mm at S 2, and (35.88±4.22) mm at S 3 on the left side, and (18.65±3.21) mm at S 1, (31.41±3.88) mm at S 2, and (34.46±4.13) mm at S 3 on the right side. The shortest distances from the deep superior branch of the superior gluteal artery to the entry point of the screw channel were (20.81±2.93) mm at S 1, and (29.72±4.32) mm at S 2 on the left side, and (21.32±3.13) mm at S 1, and (30.13±4.66) mm at S 2 on the right side. There was no difference in the distance from the screw entry point to the superior gluteal artery in all segments between the right and the left sides ( P>0.05). The distance from the right and left screw points to the superior gluteal artery showed an increasing trend from segment S 1, to segment S 2, and to segment S 3, being the farthest in S 3. Conclusions:Transverse sacroiliac joint geometric (safe) channels at segments S 1, S 2, S 3 exist on imaging in most adults, but they may vary in the risk of injury to the superior gluteal artery. The risk of injury to the superior gluteal artery in fixation with S 1 transverse sacroiliac screws is greater than that with S 2 and S 3 transverse sacroiliac screws. The risk of injury to the superior gluteal artery is the minimal with S 3 transverse screw fixation.
8.Application value of intestinal stent placement assisted by disposable subscope for acute malignant colorectal obstruction (with video)
Yuanzhi WANG ; Bengang ZHOU ; Bangjie LIU ; Guanghuai YAO ; Guiqing LI ; Yaoyao LI ; Feng XUE ; Ming ZHOU ; Yanbing DING
Chinese Journal of Digestive Endoscopy 2025;42(9):722-726
To investigate the application value of disposable subscope-assisted intestinal metal stent placement in the treatment for acute malignant colorectal obstruction, a retrospective analysis was conducted on the patients who underwent intestinal metal stent placement assisted by disposable subscope for acute malignant colorectal obstruction at the Digestive Endoscopy Center, Affiliated Hospital of Yangzhou University from June 2023 to July 2024. The technical success rate, clinical success rate, operation time, postoperative complications and first-stage surgical resection anastomosis rate of intestinal metal stent placement assisted by subscope were analyzed. Among the 16 included patients, there were 10 males and 6 females, with the age of 72.19±9.40 years. Obstruction occurred at the descending colon in 8 cases (50.00%), at the sigmoid colon in 6 cases (37.50%), at the rectosigmoid junction in 1 case (6.25%), and at the splenic flexure of the transverse colon in 1 case (6.25%). All 16 patients successfully underwent stent placement, with a technical success rate of 100.00% (16/16). Obstruction symptoms did not relieve in one patient (6.25%) after stent placement, resulting in a clinical success rate of 93.75% (15/16). The endoscopic operation time for the 16 patients was 37.8±13.9 minutes. No bleeding, perforation, stent displacement, or detachment occurred after the operation. Fourteen patients underwent subsequent surgical treatment, the first-stage surgical resection anastomosis rate was 71.43% (10/14). This preliminary study suggests that the disposable subscope-assisted intestinal metal stent placement for the treatment of acute malignant colorectal obstruction is safe and effective, with no radiation exposure.
9.Safety and efficacy of intrasaccular flow disruptor in intracranial aneurysms
Jifa LIU ; Yuanzhi LI ; Feng FAN ; Hang ZHANG ; Nan MA ; Zhen WANG ; Sheng GUAN
Chinese Journal of Neuromedicine 2025;24(3):230-234
Objective:To explore the safety and efficacy of intrasaccular flow disruptor in intracranial aneurysms, including wide-necked aneurysms.Methods:A retrospective analysis was performed; 102 patients with intracranial aneurysms treated with intrasaccular flow disruptor at Department of Neurointervention, First Affiliated Hospital of Zhengzhou University from August 2022 to November 2024 were enrolled; their clinical and imaging data were collected. The aneurysm characteristics and perioperative complications were summarized; aneurysm occlusion was evaluated by Woven EndoBridge occlusion scale (WOS) immediately after surgery and during the follow-up period.Results:Among the 102 aneurysms, 33 were anterior cerebral artery aneurysms, 40 were middle cerebral artery aneurysms, 17 were internal carotid artery aneurysms and 12 were basilar artery aneurysms; 73 aneurysms were regular intracranial saccular aneurysms and 29 were irregular saccular ones (17 of them with daughter sacs); 12 aneurysms were ruptured at acute phase. The surgical success rate was 100%: single intrasaccular flow disruptor was implanted into 95 patients, and stent-assisted or salvage treatments were given to 7 patients). Immediately after surgery, WOS grading A was noted in 5 patients, grading B in 7, grading C in 31, and grading D in 59. Two patients suffered severe perioperative complications and passed away: one patient died for ischemic complications that ensued after stent salvage treatment (parent artery being compressed by intrasaccular flow disruptor); the other patient died for hemorrhagic complications triggered by rupture of an initially unruptured aneurysm following intrasaccular flow disruptor implantation. Among them, 52 patients completed postoperative DSA follow-up, with a median follow-up of 205 (168, 292) days; WOS grading A was noted in 31 patients, grading B in 9, grading C in 8, and grading D in 4 at the last follow-up; the full occlusion rate was 92.3%, and no ischemic or hemorrhagic adverse events occurred.Conclusion:Intrasaccular flow disruptor shows high short-term safety and good efficacy in the treatment of intracranial aneurysms.
10.Efficacy and safety of endoscopic retrograde appendicitis therapy for pediatric acute appendicitis
Yuanzhi WANG ; Zhenyong LIU ; Jian WU ; Guiqing LI ; Guanghuai YAO ; Weiming XIAO ; Yanbing DING
Journal of Clinical Medicine in Practice 2024;28(23):96-99
Objective To explore the efficacy and safety of endoscopic retrograde appendicitis therapy (ERAT) for pediatric acute appendicitis. Methods Thirty-five pediatric patients with acute simple appendicitis admitted between June 2021 and November 2023 were selected as study subjects. Relevant perioperative data including clinical manifestations, diagnostic and therapeutic processes, as well as treatment and follow-up outcomes were collected. Results All 35 patients successfully underwent ERAT with an operation time ranging from 24 to 75 min. Intubation of the appendiceal lumen was successful in all patients, with pus flushed out or stones removed. After contrast administration and flushing, 16 patients were found to have pus only in the appendiceal lumen with no appendicoliths, while 19 patients had both pus and visible appendicoliths with diameters ranging from 2 to 5 mm. Of 19 patients, 17 appendicoliths were loose and 2 were well-formed. Abdominal pain symptoms were alleviated within a short period, with the average VAS score decreasing from 6.6 preoperatively to 1.7 at 3 hours postoperatively and to 0.2 at 24 hours postoperatively. There was a statistically significant difference in Visual Analogue Scale(VAS) scores before and after surgery (


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