Chest low-dose computed tomography (LDCT) is a widely utilized modality for lung cancer screening and follow-up in high-risk populations, owing to its low radiation dose. However, the diagnostic accuracy of LDCT is significantly constrained by inherent limitations, including elevated image noise and reduced contrast resolution. The potential for deep learning technologies to address these challenges through data-driven LDCT image denoising approaches has been demonstrated. In this review, the advantages and limitations of deep learning models were introduced, including supervised, unsupervised, and self-supervised learning. The potential and challenges of these models in clinical applications were analyzed, thereby providing a reference for subsequent research and clinical practice.

Objective To explore the diagnostic value of CT radiomics combined with prothrombin induced by vitamin K absence or antagonist-Ⅱ(PIVKA-Ⅱ)for hepatocellular carcinoma in the background of liver cirrhosis.Methods The clinical and CT imaging data of patients with liver cirrhosis were analyzed retrospectively.Hepatocellular carcinoma was observed in the observation group,and no hepatocellular carcinoma was found in the control group.Logistic regression was used to analyze the clinical factors of hepatocellular carcinoma and a Clinic model was constructed.Support vector machine(SVM)was used to construct the optimal feature model(Rad model).An artificial neural network model(Combine model)was built based on Softmax policy using Python3.6.Results The degree of liver cirrhosis,aspartate aminotransferase(AST),alpha-fetoprotein(AFP)and PIVKA-Ⅱ were independent factors for predicting hepatocellular carcinoma(P＜0.05).The sensitivity and specificity of the clinical logistic regression model were 73.15％and 68.34％,respectively.The SVM model was used to construct Radiomics score(Radscore)containing 7 optimal features,and there were significant differences between the two groups(P＜0.001).DeLong test showed that the area under the curve(AUC)of Combine model was significantly higher than that of Rad model and Clinic model(P＜0.05).The Hosmer-Lemeshow test showed that the Combine model agrees well.Decision curve analysis showed that the curves of Combine model were significantly higher than Clinic model,Rad model and the extreme curve.Conclusion The Combine model based on CT radiomics combined with clinical factors can accurately predict the occurrence of hepatocellular carcinoma in the background of liver cirrhosis.

Objective:To establish an inductively coupled plasma mass spectrometry (ICP-MS) method for the rapid determination of total bromine in whole blood, and to provide technical support for the monitoring of bromine exposure in occupational populations.Methods:In September 2023, 0.25 ml of whole blood sample was added with 0.25% tetramethylammonium hydroxide solution to a volume of 5.0 ml, ultrasonicated and homogenized, and then quantified by ICP-MS with rhodium solution as the online internal standard solution.Results:The linear relationship of bromine in blood was good within the range of 0~10.00 mg/L, with a correlation coefficient ( r) >0.999. The limit of detection of the method was 0.07 mg/L, and the quantification limit was 0.22 mg/L. The recoveries of the total bromine in whole blood were in the range of 95.5%-102.9%, and the relative standard deviations (RSDs) were in the range of 3.1%-4.7% ( n=7) . Conclusion:An ICP-MS method was established for the rapid determination of total bromine in whole blood, which is accurate, simple, rapid, highly automated, and can be used for the determination of total bromine in whole blood of occupationally exposed people.

The Janus kinase/signal transducers and activators of transcription (JAK-STAT) control natural killer (NK) cells development and cytotoxic functions, however, whether long non-coding RNAs (lncRNAs) are involved in this pathway remains unknown. We found that miR155HG was elevated in activated NK cells and promoted their proliferation and effector functions in both NK92 and induced-pluripotent stem cells (iPSCs)-derived NK (iPSC-NK) cells, without reliance on its derived miR-155 and micropeptide P155. Mechanistically, miR155HG bound to miR-6756 and relieved its repression of JAK3 expression, thereby promoting the JAK-STAT pathway and enhancing NK cell proliferation and function. Further investigations disclosed that upon cytokine stimulation, STAT3 directly interacts with miR155HG promoter and induces miR155HG transcription. Collectively, we identify a miR155HG-mediated positive feedback loop of the JAK-STAT signaling. Our study will also provide a power target regarding miR155HG for improving NK cell generation and effector function in the field of NK cell adoptive transfer therapy against cancer, especially iPSC-derived NK cells.

Objective:To evaluate the early-to-mid-term efficacy of supramalleolar osteotomy (SMO) in the treatment of traumatic ankle arthritis secondary to peri-ankle fracture.Methods:A retrospective study was conducted to analyze the clinical data of 29 patients who had been treated for traumatic ankle arthritis secondary to old peri-ankle fracture by SMO from March 2018 to March 2023 at Department of Foot and Ankle Surgery, Beijing Jishuitan Hospital. There were 14 males and 15 females, 39.0 (25.0, 49.0) years in age. Types of old fracture: 4 lower tibiofibular fractures, 19 ankle fractures, and 6 pilon fractures. Surgery was conducted for 16 cases and conservative treatment for the remaining 13 cases. The interval between the old fracture and the current surgery was 10.0 (2.0, 19.5) years. The clinical efficacy was evaluated using the ankle-hindfoot score of American Association of Foot and Ankle Surgery (AOFAS), foot function index (FFI), and visual analog scale (VAS) pain score. Imaging analysis was conducted and imaging comparisons were made between pre-surgery and post-surgery in terms of tibial anterior surface (TAS) angle, tibial lateral surface (TLS) angle, talar tilt (TT) angle, and changes in modified Takakura staging. Complications were recorded. Surgical satisfaction was investigated at the final follow-up.Results:The 29 patients were followed up for 17.0 (14.0, 23.5) months. The AOFAS ankle-hindfoot score [(84.2±9.6) points], FFI [7.0 (3.0, 10.9) points], VAS pain score [2.0 (1.0, 3.0) points], and TAS angle [90.84° (86.70°, 92.50°)] at the final follow-up for all patients were significantly better than the pre-surgery values [(68.0±16.7) points, 20.9 (6.1, 29.1) points, 5.0 (2.0, 8.0) points, and 78.63° (74.30°, 85.00°)] (all P<0.05). At the final follow-up, the ankle arthritis grading did not show any significant change ( P>0.05) and there were no significant differences in TT angle or TLS angle between pre-surgery and post-surgery ( P>0.05). Incision failed to heal in 1 case, incision healing was delayed in 3 cases, and ankle arthritis progressed on imaging in 6 cases. As for patient self-assessed satisfaction, 23 cases felt very satisfactory, 4 cases quite satisfactory, and 2 cases common, giving an overall satisfaction rate of 93.1% (27/29). Conclusions:SMO has led to good early-to-mid-term efficacy in the treatment of traumatic ankle arthritis secondary to peri-ankle fracture, showing obvious pain relief and functional improvement after correction of the ankle joint alignment, limited postoperative complactions and a high rate of patient satisfaction.

Objective:To explore the safety and efficacy of camrelizumab combined with tegafur gimeracil oteracil potassium (S-1) and albumin-bound paclitaxel in the treatment of initially unresectable cholangiocarcinoma.Methods:From October 2022 to August 2024, 17 patients with unresectable intrahepatic cholangiocarcinoma and 4 patients with hilar cholangiocarcinoma were admitted to Xiangyang Central Hospital. They received treatment with camrelizumab combined with S-1 and nab-paclitaxel. Their short-term efficacy and adverse reactions were evaluated, and their long-term survival was followed up.Results:Of the 21 patients, 2 were in complete remission, 6 were in partial remission, 12 had stable disease, and 1 had progressive disease. The objective remission rate was 38.10% (8/21), and the disease control rate was 95.23% (20/21). Five patients were converted to resectable cholangiocarcinoma, with a conversion success rate of 23.81%,2 patients had complete postoperative pathological remission, and 3 patients had major pathological remission. The median progression-free survival time was 11 months (95% CI: 8.37-13.62), and the 1-year progression-free and overall survival rates were 28.57% and 95.23%, respectively. The overall adverse event rate was 90.48% (19/21), and the grade 3 adverse event rate was 28.57% (6/21). Conclusion:The combination of camrelizumab with S-1 and nab-paclitaxel for initially unresectable cholangiocarcinoma has favorable short-term efficacy, tolerable adverse reactions, and improved long-term survival for patients.

Objective·To investigate the role and mechanism of sirtuin 5(SIRT5)in pulmonary microvascular endothelial cell injury in sepsis.Methods·Wild-type(WT)and Sirt5 gene knockout C57BL/6 male mice underwent cecal ligation and puncture(CLP)surgery.Following euthanasia,lung tissues were collected.Pulmonary inflammation was assessed using hematoxylin and eosin(H-E)staining;vascular leakage was evaluated by Evans blue(EB)staining;coagulation function in mice was analyzed via immunofluorescence staining of lung tissues.Immunohistochemical staining was employed to detect vascular cell adhesion molecule-1(VCAM-1)protein expression,thereby assessing endothelial inflammation in CLP-treated mice.By using gene editing technology,SIRT5 was knocked down or overexpressed in human umbilical vein endothelial cells(HUVECs),and the cells were subsequently stimulated with lipopolysaccharide(LPS)to induce endothelial inflammation.Protein expression levels of VCAM-1,tissue factor(TF),and other endothelial injury markers were detected by Western blotting,and inflammatory cytokines such as interleukin-6(IL-6)and IL-1β,were detected by quantitative real-time PCR(qPCR).In addition,transcriptomic sequencing was performed on HUVECs overexpressing SIRT5,and key genes including F2R-like thrombin or trypsin receptor 3(F2RL3),serpin family A member 3(SERPINA3),and transforming growth factor β2/β3(TGF-β2/3)were validated by qPCR.Results·Sirt5 knockout significantly aggravated lung injury in CLP mice,reducing their survival rates(P<0.001).H-E staining showed increased inflammatory infiltration in the lung tissue of the mice,while EB staining indicated increased vascular leakage(P<0.001).Immunofluorescence revealed elevated fibrinogen deposition.In HUVECs with SIRT5 knockdown,the protein levels of VCAM-1 and TF,as well as the mRNA levels of inflammatory factors including IL-6,IL-1β,VCAM-1,and E-selectin,were significantly upregulated(all P<0.001),whereas overexpression of SIRT5 reversed these effects.Transcriptome sequencing analysis indicated that SIRT5 regulated endothelial inflammation and coagulation responses by inhibiting the F2RL3/SERPINA3/TGF-β pathway.Conclusion·SIRT5 negatively regulates the F2RL3/SERPINA3/TGF-β signaling axis,thereby alleviating endothelial inflammation and promoting coagulation responses,suggesting its potential protective role in sepsis-induced lung injury.

Objective:To explore the safety and efficacy of camrelizumab combined with tegafur gimeracil oteracil potassium (S-1) and albumin-bound paclitaxel in the treatment of initially unresectable cholangiocarcinoma.Methods:From October 2022 to August 2024, 17 patients with unresectable intrahepatic cholangiocarcinoma and 4 patients with hilar cholangiocarcinoma were admitted to Xiangyang Central Hospital. They received treatment with camrelizumab combined with S-1 and nab-paclitaxel. Their short-term efficacy and adverse reactions were evaluated, and their long-term survival was followed up.Results:Of the 21 patients, 2 were in complete remission, 6 were in partial remission, 12 had stable disease, and 1 had progressive disease. The objective remission rate was 38.10% (8/21), and the disease control rate was 95.23% (20/21). Five patients were converted to resectable cholangiocarcinoma, with a conversion success rate of 23.81%,2 patients had complete postoperative pathological remission, and 3 patients had major pathological remission. The median progression-free survival time was 11 months (95% CI: 8.37-13.62), and the 1-year progression-free and overall survival rates were 28.57% and 95.23%, respectively. The overall adverse event rate was 90.48% (19/21), and the grade 3 adverse event rate was 28.57% (6/21). Conclusion:The combination of camrelizumab with S-1 and nab-paclitaxel for initially unresectable cholangiocarcinoma has favorable short-term efficacy, tolerable adverse reactions, and improved long-term survival for patients.

Objective To explore the diagnostic value of CT radiomics combined with prothrombin induced by vitamin K absence or antagonist-Ⅱ(PIVKA-Ⅱ)for hepatocellular carcinoma in the background of liver cirrhosis.Methods The clinical and CT imaging data of patients with liver cirrhosis were analyzed retrospectively.Hepatocellular carcinoma was observed in the observation group,and no hepatocellular carcinoma was found in the control group.Logistic regression was used to analyze the clinical factors of hepatocellular carcinoma and a Clinic model was constructed.Support vector machine(SVM)was used to construct the optimal feature model(Rad model).An artificial neural network model(Combine model)was built based on Softmax policy using Python3.6.Results The degree of liver cirrhosis,aspartate aminotransferase(AST),alpha-fetoprotein(AFP)and PIVKA-Ⅱ were independent factors for predicting hepatocellular carcinoma(P＜0.05).The sensitivity and specificity of the clinical logistic regression model were 73.15％and 68.34％,respectively.The SVM model was used to construct Radiomics score(Radscore)containing 7 optimal features,and there were significant differences between the two groups(P＜0.001).DeLong test showed that the area under the curve(AUC)of Combine model was significantly higher than that of Rad model and Clinic model(P＜0.05).The Hosmer-Lemeshow test showed that the Combine model agrees well.Decision curve analysis showed that the curves of Combine model were significantly higher than Clinic model,Rad model and the extreme curve.Conclusion The Combine model based on CT radiomics combined with clinical factors can accurately predict the occurrence of hepatocellular carcinoma in the background of liver cirrhosis.

Objective·To investigate the role and mechanism of sirtuin 5(SIRT5)in pulmonary microvascular endothelial cell injury in sepsis.Methods·Wild-type(WT)and Sirt5 gene knockout C57BL/6 male mice underwent cecal ligation and puncture(CLP)surgery.Following euthanasia,lung tissues were collected.Pulmonary inflammation was assessed using hematoxylin and eosin(H-E)staining;vascular leakage was evaluated by Evans blue(EB)staining;coagulation function in mice was analyzed via immunofluorescence staining of lung tissues.Immunohistochemical staining was employed to detect vascular cell adhesion molecule-1(VCAM-1)protein expression,thereby assessing endothelial inflammation in CLP-treated mice.By using gene editing technology,SIRT5 was knocked down or overexpressed in human umbilical vein endothelial cells(HUVECs),and the cells were subsequently stimulated with lipopolysaccharide(LPS)to induce endothelial inflammation.Protein expression levels of VCAM-1,tissue factor(TF),and other endothelial injury markers were detected by Western blotting,and inflammatory cytokines such as interleukin-6(IL-6)and IL-1β,were detected by quantitative real-time PCR(qPCR).In addition,transcriptomic sequencing was performed on HUVECs overexpressing SIRT5,and key genes including F2R-like thrombin or trypsin receptor 3(F2RL3),serpin family A member 3(SERPINA3),and transforming growth factor β2/β3(TGF-β2/3)were validated by qPCR.Results·Sirt5 knockout significantly aggravated lung injury in CLP mice,reducing their survival rates(P<0.001).H-E staining showed increased inflammatory infiltration in the lung tissue of the mice,while EB staining indicated increased vascular leakage(P<0.001).Immunofluorescence revealed elevated fibrinogen deposition.In HUVECs with SIRT5 knockdown,the protein levels of VCAM-1 and TF,as well as the mRNA levels of inflammatory factors including IL-6,IL-1β,VCAM-1,and E-selectin,were significantly upregulated(all P<0.001),whereas overexpression of SIRT5 reversed these effects.Transcriptome sequencing analysis indicated that SIRT5 regulated endothelial inflammation and coagulation responses by inhibiting the F2RL3/SERPINA3/TGF-β pathway.Conclusion·SIRT5 negatively regulates the F2RL3/SERPINA3/TGF-β signaling axis,thereby alleviating endothelial inflammation and promoting coagulation responses,suggesting its potential protective role in sepsis-induced lung injury.