Objective To develop a predictive model for postoperative pulmonary complications (PPC) following video-assisted thoracic surgery (VATS) in lung cancer patients by integrating cardiopulmonary exercise testing (CPET) parameters and machine learning techniques. Methods A retrospective analysis was conducted on patients with early-stage non-small cell lung cancer who underwent CPET and VATS at Guangdong Provincial People’s Hospital between October 2021 and July 2023. Patients were divided into a PPC group and a non-PPC group. The least absolute shrinkage and selection operator (LASSO) regression was used to select important features associated with PPC. Six machine learning algorithms were utilized to construct prediction models, including logistic regression, support vector machine, k-nearest neighbors, random forest, gradient boosting machine, and extreme gradient boosting. The optimal model was interpreted using SHapley Additive exPlanations (SHAP). Results A total of 325 patients were included, with an average age of 60.36 years, and 55.1% were male. Significant differences were observed between the PPC and non-PPC groups in age, diabetes, coronary heart disease, surgical approach, forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), FVC% predicted, peak oxygen uptake (peak VO2), anaerobic threshold (AT), and ventilatory equivalent for carbon dioxide slope (VE/VCO2 slope) (P<0.05). In the predictive model constructed by selecting 7 key features using LASSO regression, the random forest model demonstrated the best overall performance across various metrics, with an area under the receiver operating curve of 0.930, an F1 score of 0.836, and a Brier score of 0.133 in the training set. It also exhibited good predictive ability and calibration in the test set. SHAP analysis ranked feature importance as follows: peak VO2, VE/VCO2 slope, age, FEV1, smoking history, diabetes, and surgical approach. Conclusion Integrating CPET parameters, the random forest model can effectively identify high-risk patients for PPC and has the potential for clinical application.

This consensus will introduce the characteristics of fillers used in the surgical cavities of domestic nasal surgery patients based on relevant literature and expert opinions. It will also provide recommendations for the selection of cavity fillers for different nasal diseases, with chronic sinusitis as a representative example.
Humans ; Nasal Cavity/surgery* ; Nasal Surgical Procedures ; China ; Consensus ; Sinusitis/surgery* ; Dermal Fillers

OBJECITVE: To investigate the effectiveness of three-dimensional (3D) printing-assisted vascularized fibular graft for repairing metatarsal defects. METHODS: Between November 2021 and February 2024, 11 patients with varying degrees of metatarsal defects caused by trauma were treated. There were 10 males and 1 female, aged 22-67 years, with a mean age of 51.2 years. The defect locations were as follows: the first metatarsal in 4 cases, the fifth metatarsal in 2 cases, the first and the second metatarsals in 1 case, the first to third metatarsals in 1 case, the third and the fourth metatarsals in 1 case, the third to fifth metatarsals in 1 case, and the first to fifth metatarsals in 1 case. The preoperative American Orthopaedic Foot & Ankle Society (AOFAS) score was 67.0 (48.5, 72.5). Based on 3D-printed bilateral feet models and mirrored healthy-side foot arch angles for preoperative planning and design, the vascularized fibular graft was performed to repair the metatarsal defects. At last follow-up, the medial and lateral longitudinal arches of bilateral feet were measured on weight-bearing X-ray films, and functional assessment was conducted using the AOFAS score. RESULTS: All operations were successfully completed, with an operation time ranging from 180 to 465 minutes (mean, 246.8 minutes). All incisions healed by first intention, with no occurrence of osteomyelitis. All patients were followed up 6-22 months (mean, 10 months). X-ray film reviews showed bone graft healing in all cases, with a healing time of 3-6 months (mean, 5 months). All patients underwent internal fixator removal at 6-12 months after operation. At last follow-up, no significant difference was observed in the medial and lateral longitudinal arches between the healthy and affected feet ( P>0.05). The AOFAS score of the affected foot was 78.0 (73.5, 84.0), showing a significant improvement compared to the preoperative score ( P<0.05). The effectiveness was rated as excellent in 1 case, good in 7 cases, fair in 2 cases, and poor in 1 case. Linear scarring remained at the donor site, with no functional impairment in adjacent joint movement. CONCLUSION 3D printing-assisted vascularized fibular graft for repairing metatarsal defects can effectively restore the physiological angle of the foot arch, facilitate the recovery of weight-bearing alignment, promote good bone healing, and yield satisfactory clinical outcomes.
Humans ; Printing, Three-Dimensional ; Middle Aged ; Male ; Fibula/blood supply* ; Female ; Metatarsal Bones/injuries* ; Adult ; Bone Transplantation/methods* ; Aged ; Plastic Surgery Procedures/methods* ; Young Adult ; Treatment Outcome

Autophagy is a conserved physiological phenomenon commonly found in all eukaryotic cells,which promotes cell survival by degrading intracellular proteins and organelles during starvation or nutrient deficiency.Dysfunc-tion autophagy is closely related to various diseases.Soluble N-elthylmaleimide-sensitive factor attachment protein recep-tor(SNARE)complex is a protein complex that mediates membrane fusion and plays a key role in the fusion process of au-tophagosomes and lysosomes.The aberrant assembly of the SNARE complex results in the arrest of autophagic flow,there-by leading to cellular dysfunction and the occurrence of diseases.In this review,we summarized the roles of SNARE pro-teins in the autophagosome-lysosome fusion and the latest research in related diseases,providing a reference for studying the mechanism of autophagy and diseases targeting the SNARE complex.

Objective To investigate the correlation between c-MYC expression and mitochondrial metabolism in malignant duct epithelial cells of pancreatic cancer patients.Methods GEPIA database was used to analyze the correlation between c-MYC expression and overall survival.The expression of c-MYC in tumor tissues was detected by immunohistochemical staining.The difference of DLAT and DLST gene expression between tumor and normal tis-sues was compared in GEPIA database.HP A database was used to analyze the correlation between c-MYC and DLAT,DLST expression in tumor tissues.The expression level of DLAT and DLST in tumor tissues was evaluated by immunofluorescence staining.Results The high expression of c-MYC gene was negatively correlated with overall survival(P＜0.01).The level of c-MYC protein was positively correlated with the pathological grade of PanIN.Compared with normal tissues,the expression of DLAT and DLST genes in pancreatic cancer cells was increased(P＜0.01).The protein level of c-MYC was positively correlated with those of DLAT and DLST(P＜0.01,P＜0.001).Conclusions The high expression of mitochondrial metabolic enzymes DLAT and DLST in pancreatic ductal adenocarcinoma cells is significantly correlated with the expression level of c-MYC,which increases with the progression of pancreatic cancer.

Objective To investigate the effects and regulatory mechanisms of carboxyamidotriazole orotate(CTO)on the metabolism and inflammatory mediators of glioma-associated microglia(GAM).Methods Tumor volume was regularly monitored by in vivo imaging,and histological examination was performed to detect the extent of tumor in-filtration;non-targeted metabolomics analysis was used to detect the level of tricarboxylic acid cycle metabolites in cells;seahorse cell energy measurement method was used to detect the oxygen consumption rate(OCR)and extra-cellular acidification rate(ECAR)of cells;immunofluorescence was used to detect the degree of hypoxia in cells;quantitative PCR was used to detect the mRNA level of pro-cancer mediators M1/M2 in cells;Western blot was used to detect the protein level of hypoxia-inducible factor-1α(HIF-1α)and programmed death receptor-ligand 1(PD-L1).Results CTO inhibited the tumor progression in mice,and down-regulated the oxidative phosphorylation level and improved cell hypoxia in vitro(P＜0.01).It also downregulated the expression of pro-oncogenic mediators iNos,Arg-1,Il-10,and Irf4 in GAM(P＜0.01).When combined with lactate dehydrogenase inhibitor stiripentol(STP),CTO-induced enhancement of glycolysis and upregulation of PD-L1 expression in GAM was attenuated(P＜0.01),and the expressions of Arg-1 and Il-10 was further downregulated(P＜0.000 1).Conclusions CTO down-regulates the expression of several oncogenic genes in GAM and inhibits tumor progression in mice.Combined use of lactate dehydrogenase inhibitors can weaken the adverse effect of CTO and reduce the transcriptional level of GAM oncogenic mediators.

Objective To investigate the effect of Mcart1 knockout on acute inflammation of macrophages in vitro and in vivo.Methods The Mcart1 knockout mice were used to establish a sepsis model induced by lipopolysaccharide(LPS),and the survival period was measured.Bone marrow derived macrophages(BMDM)of LPS-induced inflam-mation mice were cultured in DMEM high-glucose medium.The mRNA levels of M1 and M2 related cytokines of BM-DM after LPS stimulation were detected by RT-qPCR.The expression level of inflammation-related cytokines in serum of sepsis mice was detected by ELISA.Results Compared with wild type mice(Mcart1flox/flox),the survival time length of sepsis in Mcart1 knockout mice(Mcart1Lyz2-Cre)was significantly shortened(P＜0.001).After inflammation,the mRNA level of M1-related cytokines was up-regulated in BMDM cells of Mcart1Lyz2-Cre mice(P＜0.05);The mRNA level of M1-related cytokines was down-regulated(P＜0.05);The expression of M1-related mediators in serum of sep-sis Mcart1Lyz2-Cre mice was up-regulated(P＜0.01).Conclusions Mcart1 knockout can significantly raise the inflam-matory response of macrophages and aggravate the pathological symptoms of sepsis mice.

Autophagy is a conserved physiological phenomenon commonly found in all eukaryotic cells,which promotes cell survival by degrading intracellular proteins and organelles during starvation or nutrient deficiency.Dysfunc-tion autophagy is closely related to various diseases.Soluble N-elthylmaleimide-sensitive factor attachment protein recep-tor(SNARE)complex is a protein complex that mediates membrane fusion and plays a key role in the fusion process of au-tophagosomes and lysosomes.The aberrant assembly of the SNARE complex results in the arrest of autophagic flow,there-by leading to cellular dysfunction and the occurrence of diseases.In this review,we summarized the roles of SNARE pro-teins in the autophagosome-lysosome fusion and the latest research in related diseases,providing a reference for studying the mechanism of autophagy and diseases targeting the SNARE complex.

Objective To cultivate glioblastoma U87 stem-like cells(SLCs)and to detect the level of stemness bio-markers,mitochondrial respiratory capacity and the capacity of in vivo tumorigenesis.Methods B-27,growth factors EGF and bFGF was added into DMEM/F-12 culture in serum-free stem cell culture medium for U87 SLCs.Suspended culture of U87 SLCs was suspended using the neuro-sphere formation assay,while adherent culture of U87 SLCs was achieved by coating Matrigel matrix on the culture surface.The mRNA and protein level of stemness biomarkers in culture were detected using real-time quantitative PCR and Western blot.The proportion of CD133+cells in culture was detected by flow cytometry.The changes of cell oxygen consumption rate were detected by Seahorse cell metabo-lism analysis.Cell tumorigenesis ability was verified by subcutaneous tumor transplantation in animals.Results U87 SLCs in stem cell culture medium would grow into typical sphere morphology within one week,and the spheres would continue to grow as the culture process prolongs.At the appropriate concentration of adhesive,U87 SLCs adhered to and grow well in stem cell culture medium.The mRNA transcription of stemness biomarkers such as CD133,nes-tin,OLIG2,CD44,CD15,and integrin α6(ITGA6)was significantly increased as found in both culture methods,and the protein levels of CD133 and nestin were also increased under both methods(P＜0.05).U87 SLCs showed higher mitochondrial reserve respiratory capacity(P＜0.05).U87 SLCs could form larger subcutaneous tumors with fewer inoculated cells(P＜0.05),and grew faster in vivo with stronger tumorigenic ability.Conclusions U87 SLCs have typical stemness characteristics and may function as tumor cell model with higher stemness properties.

Objective To study the effect of carboxyamidotriazole-orotate(CTO)on the proliferation and fatty acid anabolism regulation of human pancreatic cancer cells.Methods Human pancreatic cancer cell lines AsPC-1,AsPC-1/GEM(AR),PANC-1 and MiaPaCa-2 were used as the study subjects;cell survival rate was detected by sulfo-nylrhodamine B(SRB);the mRNA level of key genes for fatty acid synthesis was detected by qPCR;the protein level of the AMPK/ACC pathway was detected by Western blot;intracellular lipid metabolites were examined by liquid chromatography-mass spectrometry(LC-MS).Results Comparing to control group,CTO significantly de-creased the cell viability of AsPC-1,AR,PANC-1,and MiaPaCa-2(P＜0.05).CTO down-regulated the mRNA level of key fatty acid synthesis genes(P＜0.05).CTO significantly reduced the protein expression of AMPK,ACC and c-Myc(P＜0.05),while increasing the protein expression of p-AMPK and p-ACC(P＜0.05).CTO decreased lipid metabolite content in AR cells(P＜0.05).Conclusions CTO attenuates cellular fatty acid anabolism by inhibition of oncogene c-Myc expression and AMPK/ACC pathway,down-regulates the expression of fatty acid synthesis-related genes,and then inhibits proliferation of the human pancreatic cancer cell lines AsPC-1,AR,PANC-1 and MiaPaCa-2.