Objective To explore the relationship between PANoptosis and hepatic ischemia-reperfusion injury (HIRI), and to screen the key genes of PANoptosis in HIRI. Methods PANoptosis-related differentially expressed genes (PDG) were obtained through the Gene Expression Omnibus database and GeneCards database. Gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Set Enrichment Analysis (GSEA) were used to explore the biological pathways related to PDG. A protein-protein interaction network was constructed. Key genes were selected, and their diagnostic value was assessed and validated in the HIRI mice. Immune cell infiltration analysis was performed based on the cell-type identification by estimating relative subsets of RNA transcripts. Results A total of 16 PDG were identified. GO analysis showed that PDG were closely related to cellular metabolism. KEGG analysis indicated that PDG were mainly enriched in cellular death pathways such as apoptosis and immune-related signaling pathways such as the tumor necrosis factor signaling pathway. GSEA results showed that key genes were mainly enriched in immune-related signaling pathways such as the mitogen-activated protein kinase (MAPK) signaling pathway. Two key genes, DFFB and TNFSF10, were identified with high accuracy in diagnosing HIRI, with areas under the curve of 0.964 and 1.000, respectively. Immune infiltration analysis showed that the control group had more infiltration of resting natural killer cells, M2 macrophages, etc., while the HIRI group had more infiltration of M0 macrophages, neutrophils, and naive B cells. Real-time quantitative polymerase chain reaction results showed that compared with the Sham group, the relative expression of DFFB messenger RNA in liver tissue of HIRI group mice increased, and the relative expression of TNFSF10 messenger RNA decreased. Cibersort analysis showed that the infiltration abundance of naive B cells was positively correlated with DFFB expression (r=0.70, P=0.035), and the infiltration abundance of M2 macrophages was positively correlated with TNFSF10 expression (r=0.68, P=0.045). Conclusions PANoptosis-related genes DFFB and TNFSF10 may be potential biomarkers and therapeutic targets for HIRI.

Purpose To explore the feasibility and clinical value of deep learning-based image reconstruction technology in 5.0T MRI for nasopharyngeal carcinoma.Materials and Methods A prospective study was conducted on 50 newly diagnosed nasopharyngeal carcinoma patients from August to December 2024 at Sun Yat-sen University Cancer Center.5.0T MRI was performed to scan the nasopharynx region.Routine scanning protocols included transverse T2WI,transverse T1WI,transverse contrast-enhanced T1WI and coronal fat-suppressed contrast-enhanced T1WI sequences.Based on these standard scanning protocols,DeepRecon deep learning reconstruction technology with different levels(grade 1-5)was applied,generating a total of 24 sets of images.Qualitative evaluation employed a Likert scale(5-point system)for subjective scoring on lesion detection,lesion edge clarity,artifacts and overall image quality.Quantitative evaluation was performed using the signal-to-noise ratio and contrast-to-noise ratio to objectively assess the quality of the 24 image sets.Differences in qualitative and quantitative indicators between different groups were compared,while the Kappa coefficient was used to analyze the consistency of subjective evaluations by two radiologists.Results In the qualitative assessment of 24 image sets from four MRI sequences(with and without DeepRecon reconstruction),DeepRecon images(grade 2-4)significantly outperformed traditional images in all features except for artifact reduction(Z=-12.11--6.23,all P<0.001).Images reconstructed at DeepRecon grade 3 had the highest overall score and the best image quality.Furthermore,compared with traditional images,DeepRecon images(grade 2-5)demonstrated significantly improved signal-to-noise ratio for both lesions and the lateral pterygoid muscle(t=-15.67--3.44,Z=-6.09--4.63,all P<0.01).In addition,in the transverse T2WI,transverse contrast-enhanced T1WI and coronal fat-suppressed contrast-enhanced T1WI images with DeepRecon reconstruction(grade 2-5),the contrast-to-noise ratio(lesion/lateral pterygoid muscle)also showed significant improvement compared to traditional images(t=-12.71--3.19,Z=-6.08--4.47,all P<0.001).The inter-observer agreement for the overall subjective quality score between the two radiologists was good(Kappa=0.75-0.82,all P<0.01).Conclusion DeepRecon deep learning reconstruction technology significantly increases the signal-to-noise ratio and resolution of traditional magnetic resonance images of nasopharyngeal cancer,improving image clarity and bringing more possibilities for the advancement of imaging diagnosis.

Objective To identify key patterns of programmed cell death(PCD)and core genes during ischemia-reperfusion injury(IRI)in kidney transplantation.Methods Kidney transplant datasets were obtained from gene expression database,and PCD-related differentially expressed genes were screened.The non-negative matrix factorization algorithm was used to classify patients and analyze subtype-specific biological functions and key PCD patterns.Machine learning models combined with univariate Cox regression and Kaplan-Meier survival analysis were employed to identify core PCD genes during IRI in kidney transplantation and explore their correlation with key PCD patterns.A rat kidney transplant model was used to assess IRI severity through hematoxylin-eosin staining,serum creatinine(Scr),blood urea nitrogen(BUN),and Western blotting for key gene protein expression.Results Fourteen PCD-related genes were identified.Patients were classified into metabolic(subtype 1)and inflammatory(subtype 2)subtypes.Subtype 2 activated four key PCD patterns:pyroptosis,necroptosis,apoptosis and immunogenic cell death.The optimal model(XGBoost-CV:10 fold+Lasso-CV:10 fold)and survival analysis identified MCL1,BAG3,and RHOB as core PCD genes during IRI in kidney transplantation,which were broadly correlated with key PCD patterns.Experimental results showed that compared to the sham group,rats in the model group had more severe tubular injury,higher Scr and BUN levels,and increased BAG3,RHOB and MCL1 protein expression(all P<0.001).Conclusions These four PCD patterns are crucial in the pathogenesis of IRI in kidney transplantation.MCL1,BAG3 and RHOB may serve as potential biomarkers and therapeutic targets for IRI in kidney transplantation.

This review summarizes recent advances in neoadjuvant immunotherapy for advanced gastric cancer.Through literature search in PubMed,Web of Science,and CNKI databases from 2020 to 2023,we systematically analyzed the mechanisms,clinical applications,and bio-marker research.Programmed death-1(PD-1)inhibitors combined with chemotherapy significantly improve patient outcomes,while mi-crosatellite instability(MSI),programmed death-ligand 1(PD-L1)expression,and tumor mutational burden(TMB)have been identified as important predictive biomarkers.Multi-omics analysis shows great potential in identifying optimal responders,with pyroptosis-related gene scoring system(PRS)positively correlating with anti-tumor immune infiltration.Metabolic reprogramming and epigenetic regulation in the tumor microenvironment play key roles in immune evasion,while emerging targets such as Claudin 18.2 and combination targeting strategies further enhance therapeutic efficacy.Despite significant progress,precise patient selection and overcoming resistance mechan-isms remain major challenges.Future research should focus on biomarker validation,personalized treatment strategy development,tumor microenvironment dynamic analysis,and novel combination therapy exploration to improve clinical outcomes.

Objective:To investigate the clinical efficacy of minimally invasive bone plate technology combined with interlocking intramedullary nail fixation in the treatment of Schatzker type V-VI tibial plateau fractures.Methods:This study is a prospective randomized controlled trial involving 102 patients with Schatzker type V-VI tibial plateau fractures admitted to the First People's Hospital of Yuhang District from November 2020 to October 2023. The patients were randomly divided into a control group ( n = 48) and a study group ( n = 54) using the random number table method. The study group received treatment with minimally invasive plate technology combined with interlocking intramedullary nail fixation, while the control group underwent double bone plate fixation through medial and lateral knee incisions. Surgical outcomes and bone healing were compared between the two groups. All participants were followed up for 1 year after surgery, during which knee joint function was assessed at 1, 6, and 12 months using the Hospital for Special Surgery knee score and balance ability was evaluated using the Berg Balance Scale. The incidence of postoperative complications was also compared between the two groups. Results:The study group had significantly shorter surgical time [(69.38 ± 12.64) minutes], intraoperative blood loss [(165.20 ± 17.58) mL], and fracture healing time [(14.51 ± 3.02) weeks] compared with the control group [(91.24 ± 15.18) minutes, (222.19 ± 20.47) mL, (17.04 ± 4.11) weeks, t = 7.93, 15.13, 3.51, all P < 0.05]. At 1, 6, and 12 months after surgery, the Berg Balance Scale scores in the study group were (44.55 ± 4.01), (49.31 ± 3.67), and (53.11 ± 3.18), respectively. These scores were significantly higher than those in the control group [(40.27 ± 3.98), (45.65 ± 3.16), (48.26 ± 3.20), t = -5.40, -5.36, -7.65, all P < 0.05]. At 1, 6, and 12 months after surgery, the Hospital for Special Surgery knee scores in the study group were (68.29 ± 4.25), (76.37 ± 5.25), (83.31 ± 5.01) respectively. These scores were significantly higher than those in the control group [(63.57 ± 4.14), (72.08 ± 4.50), (80.05 ± 4.57), t = -5.67, -4.40, -3.42, all P < 0.05]. There was no significant incidence in the incidence of complications between the study and control groups [12.96% (7/54) vs. 18.75% (9/48), P > 0.05]. Conclusions:The use of minimally invasive bone plate technology combined with interlocking intramedullary nail fixation for the treatment of Schatzker type V-VI tibial plateau fractures has demonstrated significant short-term clinical results, including reduced intraoperative blood loss, shorter fracture healing time, and improved recovery of joint function after surgery.

Objective:To investigate the clinical efficacy of minimally invasive bone plate technology combined with interlocking intramedullary nail fixation in the treatment of Schatzker type V-VI tibial plateau fractures.Methods:This study is a prospective randomized controlled trial involving 102 patients with Schatzker type V-VI tibial plateau fractures admitted to the First People's Hospital of Yuhang District from November 2020 to October 2023. The patients were randomly divided into a control group ( n = 48) and a study group ( n = 54) using the random number table method. The study group received treatment with minimally invasive plate technology combined with interlocking intramedullary nail fixation, while the control group underwent double bone plate fixation through medial and lateral knee incisions. Surgical outcomes and bone healing were compared between the two groups. All participants were followed up for 1 year after surgery, during which knee joint function was assessed at 1, 6, and 12 months using the Hospital for Special Surgery knee score and balance ability was evaluated using the Berg Balance Scale. The incidence of postoperative complications was also compared between the two groups. Results:The study group had significantly shorter surgical time [(69.38 ± 12.64) minutes], intraoperative blood loss [(165.20 ± 17.58) mL], and fracture healing time [(14.51 ± 3.02) weeks] compared with the control group [(91.24 ± 15.18) minutes, (222.19 ± 20.47) mL, (17.04 ± 4.11) weeks, t = 7.93, 15.13, 3.51, all P < 0.05]. At 1, 6, and 12 months after surgery, the Berg Balance Scale scores in the study group were (44.55 ± 4.01), (49.31 ± 3.67), and (53.11 ± 3.18), respectively. These scores were significantly higher than those in the control group [(40.27 ± 3.98), (45.65 ± 3.16), (48.26 ± 3.20), t = -5.40, -5.36, -7.65, all P < 0.05]. At 1, 6, and 12 months after surgery, the Hospital for Special Surgery knee scores in the study group were (68.29 ± 4.25), (76.37 ± 5.25), (83.31 ± 5.01) respectively. These scores were significantly higher than those in the control group [(63.57 ± 4.14), (72.08 ± 4.50), (80.05 ± 4.57), t = -5.67, -4.40, -3.42, all P < 0.05]. There was no significant incidence in the incidence of complications between the study and control groups [12.96% (7/54) vs. 18.75% (9/48), P > 0.05]. Conclusions:The use of minimally invasive bone plate technology combined with interlocking intramedullary nail fixation for the treatment of Schatzker type V-VI tibial plateau fractures has demonstrated significant short-term clinical results, including reduced intraoperative blood loss, shorter fracture healing time, and improved recovery of joint function after surgery.

Objective To identify key patterns of programmed cell death(PCD)and core genes during ischemia-reperfusion injury(IRI)in kidney transplantation.Methods Kidney transplant datasets were obtained from gene expression database,and PCD-related differentially expressed genes were screened.The non-negative matrix factorization algorithm was used to classify patients and analyze subtype-specific biological functions and key PCD patterns.Machine learning models combined with univariate Cox regression and Kaplan-Meier survival analysis were employed to identify core PCD genes during IRI in kidney transplantation and explore their correlation with key PCD patterns.A rat kidney transplant model was used to assess IRI severity through hematoxylin-eosin staining,serum creatinine(Scr),blood urea nitrogen(BUN),and Western blotting for key gene protein expression.Results Fourteen PCD-related genes were identified.Patients were classified into metabolic(subtype 1)and inflammatory(subtype 2)subtypes.Subtype 2 activated four key PCD patterns:pyroptosis,necroptosis,apoptosis and immunogenic cell death.The optimal model(XGBoost-CV:10 fold+Lasso-CV:10 fold)and survival analysis identified MCL1,BAG3,and RHOB as core PCD genes during IRI in kidney transplantation,which were broadly correlated with key PCD patterns.Experimental results showed that compared to the sham group,rats in the model group had more severe tubular injury,higher Scr and BUN levels,and increased BAG3,RHOB and MCL1 protein expression(all P<0.001).Conclusions These four PCD patterns are crucial in the pathogenesis of IRI in kidney transplantation.MCL1,BAG3 and RHOB may serve as potential biomarkers and therapeutic targets for IRI in kidney transplantation.

This review summarizes recent advances in neoadjuvant immunotherapy for advanced gastric cancer.Through literature search in PubMed,Web of Science,and CNKI databases from 2020 to 2023,we systematically analyzed the mechanisms,clinical applications,and bio-marker research.Programmed death-1(PD-1)inhibitors combined with chemotherapy significantly improve patient outcomes,while mi-crosatellite instability(MSI),programmed death-ligand 1(PD-L1)expression,and tumor mutational burden(TMB)have been identified as important predictive biomarkers.Multi-omics analysis shows great potential in identifying optimal responders,with pyroptosis-related gene scoring system(PRS)positively correlating with anti-tumor immune infiltration.Metabolic reprogramming and epigenetic regulation in the tumor microenvironment play key roles in immune evasion,while emerging targets such as Claudin 18.2 and combination targeting strategies further enhance therapeutic efficacy.Despite significant progress,precise patient selection and overcoming resistance mechan-isms remain major challenges.Future research should focus on biomarker validation,personalized treatment strategy development,tumor microenvironment dynamic analysis,and novel combination therapy exploration to improve clinical outcomes.

Purpose To explore the feasibility and clinical value of deep learning-based image reconstruction technology in 5.0T MRI for nasopharyngeal carcinoma.Materials and Methods A prospective study was conducted on 50 newly diagnosed nasopharyngeal carcinoma patients from August to December 2024 at Sun Yat-sen University Cancer Center.5.0T MRI was performed to scan the nasopharynx region.Routine scanning protocols included transverse T2WI,transverse T1WI,transverse contrast-enhanced T1WI and coronal fat-suppressed contrast-enhanced T1WI sequences.Based on these standard scanning protocols,DeepRecon deep learning reconstruction technology with different levels(grade 1-5)was applied,generating a total of 24 sets of images.Qualitative evaluation employed a Likert scale(5-point system)for subjective scoring on lesion detection,lesion edge clarity,artifacts and overall image quality.Quantitative evaluation was performed using the signal-to-noise ratio and contrast-to-noise ratio to objectively assess the quality of the 24 image sets.Differences in qualitative and quantitative indicators between different groups were compared,while the Kappa coefficient was used to analyze the consistency of subjective evaluations by two radiologists.Results In the qualitative assessment of 24 image sets from four MRI sequences(with and without DeepRecon reconstruction),DeepRecon images(grade 2-4)significantly outperformed traditional images in all features except for artifact reduction(Z=-12.11--6.23,all P<0.001).Images reconstructed at DeepRecon grade 3 had the highest overall score and the best image quality.Furthermore,compared with traditional images,DeepRecon images(grade 2-5)demonstrated significantly improved signal-to-noise ratio for both lesions and the lateral pterygoid muscle(t=-15.67--3.44,Z=-6.09--4.63,all P<0.01).In addition,in the transverse T2WI,transverse contrast-enhanced T1WI and coronal fat-suppressed contrast-enhanced T1WI images with DeepRecon reconstruction(grade 2-5),the contrast-to-noise ratio(lesion/lateral pterygoid muscle)also showed significant improvement compared to traditional images(t=-12.71--3.19,Z=-6.08--4.47,all P<0.001).The inter-observer agreement for the overall subjective quality score between the two radiologists was good(Kappa=0.75-0.82,all P<0.01).Conclusion DeepRecon deep learning reconstruction technology significantly increases the signal-to-noise ratio and resolution of traditional magnetic resonance images of nasopharyngeal cancer,improving image clarity and bringing more possibilities for the advancement of imaging diagnosis.

Objective:To investigate the risk factors of adenomatous colorectal polyps in advanced stage.Methods:Retrospective cross-sectional study. A total of 400 hospitalized patients with colorectal polypectomy and pathological diagnosis of adenomatous polyps (Aps) were selected from December 2020 to December 2022 in Shenzhen Hospital of Beijing University of Chinese Medicine (Longgang), of which 107 patients with progressive adenomas and 293 patients with common adenomas were selected. General information of patients (name, gender, age, BMI), history of smoking, alcohol consumption, history of hypertension, history of diabetes mellitus, and results of 13C urea breath test were collected to analyze the risk factors for the development of adenomas in patients with progressive adenomas and their syndromic characteristics. Results:The distribution of male patients with advanced adenoma was significantly higher than that of common adenoma patients [70.09% (75/107) vs. 57.34% (168/293), P=0.021], and the ages were [(52.25±9.81) years vs. (48.41±10.23) years, P=0.001], BMI [(24.37±3.19) kg/m 2vs. (23.38±3.25) kg/m 2, P=0.007] significantly higher than those of ordinary adenoma patients. Intestinal damp-heat syndrome was the common witness type in both advanced and common adenomas, and the distribution of intestinal damp-heat syndrome in advanced adenomas was significantly higher than that in common adenomas [43.0% (46/107) vs. 32.1% (94/293); χ2=4.10, P=0.043]. The distribution of patients with alcohol drinking history in advanced adenomas was significantly higher than that in common adenomas [61.7% (66/107) vs. 39.3% (115/293); χ2=15.92, P<0.001]. The distribution of diabetic patients with advanced adenoma was significantly higher than that of common adenoma patients [29.9% (32/107) vs. 14.7% (43/293); χ2=19.94, P<0.001]. The infection rate of Hp in advanced adenoma patients was significantly higher than that in common adenoma patients [66.4% (71/107) vs. 44.7% (131/293); χ2=14.69, P<0.001]. Logistic regression analysis showed that age, BMI, male, intestinal damp-heat syndrome, drinking history, diabetes history and Hp infection were risk factors for the development of patients with progressive adenomas ( P<0.05 or P<0.01). Conclusion:Intestinal damp-heat syndrome is the key syndrome in patients with progressive adenoma, and age, BMI, male, history of alcohol consumption, history of diabetes mellitus and Hp infection are the risk factors for its development.