Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans ; Schizophrenia/pathology* ; Diffusion Tensor Imaging/methods* ; Male ; Female ; Adult ; Brain/metabolism* ; Young Adult ; Middle Aged ; White Matter/pathology* ; Gene Expression ; Nerve Net/diagnostic imaging* ; Graph Neural Networks

Background/Aims: Metabolic dysfunction–associated steatotic liver disease (MASLD) is a chronic liver disease characterized by hepatic steatosis. Ubiquitin-specific protease 29 (USP29) plays pivotal roles in hepatic ischemiareperfusion injury and hepatocellular carcinoma, but its role in MASLD remains unexplored. Therefore, the aim of this study was to reveal the effects and underlying mechanisms of USP29 in MASLD progression. Methods: USP29 expression was assessed in liver samples from MASLD patients and mice. The role and molecular mechanism of USP29 in MASLD were assessed in high-fat diet-fed and high-fat/high-cholesterol diet-fed mice and palmitic acid and oleic acid treated hepatocytes. Results: USP29 protein levels were significantly reduced in mice and humans with MASLD. Hepatic steatosis, inflammation and fibrosis were significantly exacerbated by USP29 deletion and relieved by USP29 overexpression. Mechanistically, USP29 significantly activated the expression of genes related to fatty acid β-oxidation (FAO) under metabolic stimulation, directly interacted with long-chain acyl-CoA synthase 5 (ACSL5) and repressed ACSL5 degradation by increasing ACSL5 K48-linked deubiquitination. Moreover, the effect of USP29 on hepatocyte lipid accumulation and MASLD was dependent on ACSL5. Conclusions USP29 functions as a novel negative regulator of MASLD by stabilizing ACSL5 to promote FAO. The activation of the USP29-ACSL5 axis may represent a potential therapeutic strategy for MASLD.

Background/Aims: Metabolic dysfunction–associated steatotic liver disease (MASLD) is a chronic liver disease characterized by hepatic steatosis. Ubiquitin-specific protease 29 (USP29) plays pivotal roles in hepatic ischemiareperfusion injury and hepatocellular carcinoma, but its role in MASLD remains unexplored. Therefore, the aim of this study was to reveal the effects and underlying mechanisms of USP29 in MASLD progression. Methods: USP29 expression was assessed in liver samples from MASLD patients and mice. The role and molecular mechanism of USP29 in MASLD were assessed in high-fat diet-fed and high-fat/high-cholesterol diet-fed mice and palmitic acid and oleic acid treated hepatocytes. Results: USP29 protein levels were significantly reduced in mice and humans with MASLD. Hepatic steatosis, inflammation and fibrosis were significantly exacerbated by USP29 deletion and relieved by USP29 overexpression. Mechanistically, USP29 significantly activated the expression of genes related to fatty acid β-oxidation (FAO) under metabolic stimulation, directly interacted with long-chain acyl-CoA synthase 5 (ACSL5) and repressed ACSL5 degradation by increasing ACSL5 K48-linked deubiquitination. Moreover, the effect of USP29 on hepatocyte lipid accumulation and MASLD was dependent on ACSL5. Conclusions USP29 functions as a novel negative regulator of MASLD by stabilizing ACSL5 to promote FAO. The activation of the USP29-ACSL5 axis may represent a potential therapeutic strategy for MASLD.

Background/Aims: Metabolic dysfunction–associated steatotic liver disease (MASLD) is a chronic liver disease characterized by hepatic steatosis. Ubiquitin-specific protease 29 (USP29) plays pivotal roles in hepatic ischemiareperfusion injury and hepatocellular carcinoma, but its role in MASLD remains unexplored. Therefore, the aim of this study was to reveal the effects and underlying mechanisms of USP29 in MASLD progression. Methods: USP29 expression was assessed in liver samples from MASLD patients and mice. The role and molecular mechanism of USP29 in MASLD were assessed in high-fat diet-fed and high-fat/high-cholesterol diet-fed mice and palmitic acid and oleic acid treated hepatocytes. Results: USP29 protein levels were significantly reduced in mice and humans with MASLD. Hepatic steatosis, inflammation and fibrosis were significantly exacerbated by USP29 deletion and relieved by USP29 overexpression. Mechanistically, USP29 significantly activated the expression of genes related to fatty acid β-oxidation (FAO) under metabolic stimulation, directly interacted with long-chain acyl-CoA synthase 5 (ACSL5) and repressed ACSL5 degradation by increasing ACSL5 K48-linked deubiquitination. Moreover, the effect of USP29 on hepatocyte lipid accumulation and MASLD was dependent on ACSL5. Conclusions USP29 functions as a novel negative regulator of MASLD by stabilizing ACSL5 to promote FAO. The activation of the USP29-ACSL5 axis may represent a potential therapeutic strategy for MASLD.

Objective:To explore the clinical manifestations, pathology, and prognosis of hepatic mesenchymal hamartoma (MHL).Methods:Clinical data of 10 MHL patients treated at the First Medical Center of Chinese PLA General Hospital from December 2009 to July 2024 were retrospectively analyzed, including seven males and three females, aged (48±23) years. Patients’ age, gender, clinical manifestations, treatment methods, prognosis, and other clinical data were collected.Results:Among them, four cases presented with upper abdominal distension and pain, while the other six showed no abnormal symptoms. All patients had palpable round masses of varying sizes in the upper abdomen. Nine patients had single lesion, among which five were located in the right hepatic lobe, three in the left hepatic lobe, and one in the caudate lobe. One patient had multiple lesions located in both the left and right anterior lobe. The maximum diameter of lesions ranged from 1.5 to 20.0 cm. Seven cases presented with unilocular cystic-solid masses, and three with multilocular cystic-solid masses, with varying sizes of cystic cavities. Microscopically, the tumors exhibited myxoid stroma with spindle or stellate cells, irregular branching bile ducts, residual hepatocyte islands, and variably sized cystic spaces. Four cases with malignant transformation additionally showed undifferentiated mesenchymal cells with atypia, mitotic figures, tumor giant cells, and eosinophilic cytoplasmic inclusions. Immunohistochemistry indicated tumor tissue exhibited positive expression of hepatocyte marker Hepacyte and negative expression of alpha-fetoprotein. The proliferative bile duct epithelium showed positive expression of CK7, CK19, and CK8/18. The spindle cell area expressed vimentin and SMA, with focal expression of desmin, and a Ki67 proliferation index of 5%. In the region of MHL complicated by undifferentiated embryonal sarcoma, there was positive expression of desmin, myogenin, and myoglobin, with a Ki67 proliferation index as high as 30%, and focal expression of S-100, α1-antitrypsin, and CK. A total of seven patients were followed up. Among them, two patients with MHL accompanied by undifferentiated embryonal sarcoma formation experienced tumor recurrence and metastasis after surgery, one patient died after the operation, and the remaining four patients showed no signs of recurrence or metastasis as of the last follow-up.Conclusion:MHL is a rare benign mesenchymal tumor of the liver, which is clinically and radiologically difficult to distinguish from other hepatic tumors. Definitive diagnosis requires percutaneous biopsy or postoperative pathological examination of the tumor. Patients with non-malignant MHL who undergo surgical treatment generally have a favorable prognosis.

Objective:To explore the clinical manifestations, pathology, and prognosis of hepatic mesenchymal hamartoma (MHL).Methods:Clinical data of 10 MHL patients treated at the First Medical Center of Chinese PLA General Hospital from December 2009 to July 2024 were retrospectively analyzed, including seven males and three females, aged (48±23) years. Patients’ age, gender, clinical manifestations, treatment methods, prognosis, and other clinical data were collected.Results:Among them, four cases presented with upper abdominal distension and pain, while the other six showed no abnormal symptoms. All patients had palpable round masses of varying sizes in the upper abdomen. Nine patients had single lesion, among which five were located in the right hepatic lobe, three in the left hepatic lobe, and one in the caudate lobe. One patient had multiple lesions located in both the left and right anterior lobe. The maximum diameter of lesions ranged from 1.5 to 20.0 cm. Seven cases presented with unilocular cystic-solid masses, and three with multilocular cystic-solid masses, with varying sizes of cystic cavities. Microscopically, the tumors exhibited myxoid stroma with spindle or stellate cells, irregular branching bile ducts, residual hepatocyte islands, and variably sized cystic spaces. Four cases with malignant transformation additionally showed undifferentiated mesenchymal cells with atypia, mitotic figures, tumor giant cells, and eosinophilic cytoplasmic inclusions. Immunohistochemistry indicated tumor tissue exhibited positive expression of hepatocyte marker Hepacyte and negative expression of alpha-fetoprotein. The proliferative bile duct epithelium showed positive expression of CK7, CK19, and CK8/18. The spindle cell area expressed vimentin and SMA, with focal expression of desmin, and a Ki67 proliferation index of 5%. In the region of MHL complicated by undifferentiated embryonal sarcoma, there was positive expression of desmin, myogenin, and myoglobin, with a Ki67 proliferation index as high as 30%, and focal expression of S-100, α1-antitrypsin, and CK. A total of seven patients were followed up. Among them, two patients with MHL accompanied by undifferentiated embryonal sarcoma formation experienced tumor recurrence and metastasis after surgery, one patient died after the operation, and the remaining four patients showed no signs of recurrence or metastasis as of the last follow-up.Conclusion:MHL is a rare benign mesenchymal tumor of the liver, which is clinically and radiologically difficult to distinguish from other hepatic tumors. Definitive diagnosis requires percutaneous biopsy or postoperative pathological examination of the tumor. Patients with non-malignant MHL who undergo surgical treatment generally have a favorable prognosis.

Objective:To investigate the effects of anterolateral femoral perforator flaps pedicled with oblique branch of lateral circumflex femoral artery and carrying fascia lata in repairing destructive wounds and rebuilding function of hands or feet.Methods:This study was a retrospective observational study. From January 2022 to March 2023, 16 patients with destructive wounds in hands or feet combined with extensor tendon defects who met the inclusion criteria were admitted to Suzhou Ruihua Orthopedic Hospital, including 12 males and 4 females, aged 3 to 63 years. The wounds were located on the hands in 12 cases and on the feet in 4 cases. The number of defective extensor tendon ranged one to five, and the length of the defect ranged from 2.5 to 6.0 cm. The wound area was 11.0 cm×5.5 cm to 29.0 cm×9.5 cm after debridement. The wounds were repaired with anterolateral femoral perforator flaps pedicled with oblique branch of lateral circumflex femoral artery and carrying fascia lata, and the flap area was 12.0 cm×6.5 cm to 30.0 cm×11.0 cm. The fascia lata was used to repair the extensor tendon defects, and the harvesting area of fascia lata was 8.0 cm×3.0 cm to 12.0 cm×8.0 cm. The wounds in flap donor areas in 15 patients were sutured directly, and the wound in flap donor area in 1 patient was covered with medium-thickness skin graft from lower abdomen. The survival of flaps and the wound healing in donor and recipient areas of flaps were observed within 1 week after operation. The number of patients who underwent thinning and plastic surgery or tenolysis was recorded during postoperative follow-up. At the last follow-up, the recovery of sensory function of the transplanted flaps on hands or feet was evaluated, the efficacy of flap repair was evaluated according to the comprehensive flap evaluation scale, and the function of hands was evaluated according to the trial standards for evaluation of partial function of upper extremity by the Hand Surgery Society of Chinese Medical Association. The following two indexes were compared, including the measured total active motion of the injured fingers and the foot function assessed using Maryland foot function scale between before surgery and at the last follow-up.Results:Arterial crisis occurred in flaps in 2 patients after operation, and the flaps survived after timely exploration; the flaps in the rest patients survived well after operation. No obvious scar hyperplasia or ulceration was observed in donor and recipient areas of flaps after operation. All patients were followed up for 8 to 16 months, of which 6 patients underwent flap thinning and plastic surgery 6 to 7 months after operation, and 4 patients underwent tenolysis 3 to 6 months after operation. At the last follow-up, the recovery of sensory function of flaps reached S1 level in 5 cases and S2 level in 11 cases, and the two-point discrimination only had 1 point. The efficacy of flap repair scored 80 to 91, which were evaluated as excellent in 5 cases, good in 9 cases, and acceptable in 2 cases. The hand function was evaluated as excellent in 5 cases, good in 5 cases, and acceptable in 2 cases. The active extension function of the injured finger/toe was reconstructed successfully, and the total active motion of the injured finger was (225±22)° at the last follow-up, which was significantly higher than (117±20)° before surgery ( t=119.59, P<0.05); the foot function score was 86±7 at the last follow-up, which was significantly higher than 29±7 before surgery ( t=222.68, P<0.05), and the foot function was evaluated as excellent in 2 cases, good in 1 case, and acceptable in 1 case. Conclusions:The operation of harvesting the anterolateral femoral perforator flap pedicled with oblique branch of lateral circumflex femoral artery is relatively simple. After the wounds on hands or feet being repaired with the flaps, the appearance and function are good, with no obvious scar hyperplasia in donor and recipient areas of flaps. The fascia lata carried by the flap can repair the extensor tendon defect at the same time and improve the movement of the finger/toe.

Objective:We aimed to develop a novel visualized model based on nomogram to predict postoperative overall survival.Methods:This was a multicenter, retrospective, observational cohort study, including participants with histologically confirmed gastric and colorectal cancer who underwent radical surgery from 11 medical centers in China from August 1, 2015 to June 30, 2018. Baseline characteristics, histopathological data and nutritional status, as assessed using Nutrition Risk Screening 2002 (NRS 2002) score and the scored Patient-Generated Subjective Global Assessment, were collected. The least absolute shrinkage and selection operator regression and Cox regression were used to identify variables to be included in the predictive model. Internal and external validations were performed.Results:There were 681 and 127 patients in the training and validation cohorts, respectively. A total of 188 deaths were observed over a median follow-up period of 59 (range: 58 to 60) months. Two independent predictors of NRS 2002 and Tumor-Node-Metastasis (TNM) stage were identified and incorporated into the prediction nomogram model together with the factor of age. The model's concordance index for 1-, 3- and 5-year overall survival was 0.696, 0.724, and 0.738 in the training cohort and 0.801, 0.812, and 0.793 in the validation cohort, respectively.Conclusions:In this study, a new nomogram prediction model based on NRS 2002 score was developed and validated for predicting the overall postoperative survival of patients with gastric colorectal cancer. This model has good differentiation, calibration and clinical practicability in predicting the long-term survival rate of patients with gastrointestinal cancer after radical surgery.

Objective:To investigate the clinical effect of three-dimensional(3D) flap model accurately designed before the operation in repairing irregular wounds of limbs with anterolateral thigh(ALT) perforator flap.Methods:The data of patients with ALT flaps designed with 3D printing technology to repair irregular soft tissue defects of limbs in Suzhou Ruihua Orthopedic Hospital from January to October 2022 were retrospectively analyzed. After the wound was scanned by 3D scanner before surgery, the wound model was printed. The ALT flap was precisely designed and harvested for covering the wound according to the body surface projection of the perforator vessel in the anterolateral femoral region located by color Doppler ultrasound before surgery. The survival of the flap, the healing of the donor and recipient sites and the occurrence of complications were observed and followed up after the operation. The effect of wound repair was evaluated by the comprehensive efficacy evaluation scale of the skin flap. The total score was 100 points, which was divided into excellent (90-100 points), good (75-89 points), fair (60-74 points) and poor (< 60 points).Results:A total of 34 patients were enrolled, including 26 males and 8 females, aged 18-75 years, with an average age of 45.5 years. Injury sites: wrist in 17 cases, foot in 10 cases, ankle in 7 cases. The operation time was 2.0-4.5 h (mean 3.3 h), and all donor sites were sutured directly. Vascular crisis occurred in 2 cases after skin flap transplantation. After surgical exploration, the transplanted skin flap survived, and the other skin flaps survived successfully. All 34 patients were followed up for 6 to 10 months, with an average of 8 months. All the donor sites of the skin flap healed primarily, and the wound healing time of the recipient site was 10-44 days, with an average of 20 days. At the last follow-up, the skin flap was good in color and texture, and the sensation returned to S1 and S2 grades. There were scars left in the donor site, no cicatricial contracture, pain and other discomfort, and no other serious complications. The results of flap evaluation were 80-91 points, with an average of 86 points. Among them, 25 cases were excellent, 6 cases were good, 3 cases were fair, and the excellent and good rate was 91%(31/34).Conclusion:The application of 3D printing technology assisted the design of ALT perforator flap to repair irregular wounds of limbs can significantly reduce the intraoperative design time of the flap, which is in line with the concept of precise design and incision of the flap, and has good clinical effect, and can effectively reduce the trauma and complications of the donor site.

Objective To study the application value of CAD/CAM technology in the teaching of inlay manufacturing.Methods A total of 60 undergraduates interned in the Department of Stomatology,Yan'an Hospital,Kunming Medical University were randomly divided into an experimental group(n=30)and a control group(n=30).We selected appropriate clinical cases for students to prepare for mandibular molar's proximal occlusal inlays.The instructor guided the results of the first preparation in different ways,and the students made the second modification and preparation,and the assessment team scored and evaluated the five aspects of the final preparation,the shape of the preparation,the shape of the occlusal surface,the dovetail retention,and the adjacent surface.Results The scores of all detection indexes in the experimental group were higher than those in the control group(P<0.05).Conclusion The application of CAD/CAM technology in inlay manufacturing teaching can effectively improve students'clinical hands-on ability and achieve better teaching effects than traditional teaching methods.