1.Causal relationship between sedentary and physical activity levels in the Oswestry disability index score and intervertebral disc degeneration
Renjun HUANG ; Jingyan YANG ; She MA ; Chaoyi WANG ; Yuyang ZHAO ; Dong YU
Chinese Journal of Tissue Engineering Research 2025;29(2):322-330
BACKGROUND:Observational studies have shown that intervertebral disc degeneration affects sedentary and physical activity levels;however,the causal relationship between sedentary and physical activity levels in the Oswestry disability index score and intervertebral disc degeneration is unclear. OBJECTIVE:To explore the causal relationship between sedentary and physical activity levels in the Oswestry disability index score and intervertebral disc degeneration using the Mendelian randomization method. METHODS:Five features associated with behavioral correlations in the Oswestry disability index score,including time spent watching TV,time spent on the computer,and light/moderate/vigorous physical activity,were selected from large-scale population-based genome-wide association studies,and instrumental variables were extracted for each of these behaviorally related features.Mendelian randomization analyses were performed in conjunction with the extraction of intervertebral disc degeneration as an outcome from the Finn Gen latest version 9 database.The results were analyzed using the inverse variance weighted,MR-Egger regression,simple mode,weighted mode,weighted median estimator,and regression model odds ratios(OR)and 95%confidence interval(CI)to assess the causal relationship between sedentary and physical activity levels in the Oswestry disability index scoring and intervertebral disc degeneration.Cochran's Q was used to test for heterogeneity,MR-Egger intercept to test for multiplicity,and leave-one-out to test the sensitivity of single nucleotide polymorphisms to the causal relationship between exposure factors and disc degeneration. RESULTS AND CONCLUSION:The results of the Mendelian randomization analysis using inverse variance weighted method showed a positive causal association between time spent watching TV/on the computer and the risk of intervertebral disc degeneration(OR=1.775,95%CI:1.418-2.221,P<0.001)/(OR=1.384,95%CI:1.041-1.839,P<0.001),an inverse causal association between light physical activity and the risk of intervertebral disc degeneration(OR=1.000,95%CI:0.999-1.000,P=0.020).MR-Egger intercept analysis indicated there was potential horizontal polytropy between light physical activity and intervertebral disc degeneration(P=0.005),while there was no horizontal pleiotropy between time spent watching TV,time spent on the computer and intervertebral disc degeneration(P=0.521,P=0.851).Cochran's Q analysis showed that heterogeneity was observed between time spent watching TV,time spent on the computer and intervertebral disc degeneration(P=3.33×10-11,P=0.001),and no significant heterogeneity was observed between light physical activity and intervertebral disc degeneration(P=0.186).Overall,there is a bidirectional causal relationship between sedentary and physical activity levels in the Oswestry disability index score and intervertebral disc degeneration,i.e.,not only does intervertebral disc degeneration affect sedentary and physical activity levels in the Oswestry disability index score,but sedentary and physical activity levels in the Oswestry disability index score also affect intervertebral disc degeneration.These findings add to the genetic evidence for a positive effect of light physical activity on intervertebral disc degeneration,indicate that moderate/vigorous physical activity shows no significant causal relationship with intervertebral disc degeneration,and expand the evidence base for sedentary behaviors such as prolonged time spent watching TV/on the computer as a risk factor for intervertebral disc degeneration.
2.The Research Progress and Development Strategies of Traditional Chinese Medicine Diagnosis Empowered by Artificial Intelligence
Wenjun ZHU ; Manshi TANG ; Kaijie SHE ; Zihao TANG ; Minyi HUANG ; Naijun YUAN ; Qingyu MA ; Jiaxu CHEN
Journal of Traditional Chinese Medicine 2025;66(14):1413-1418
The rapid development of artificial intelligence (AI) technology provides new opportunities for the modernisation of traditional Chinese medicine (TCM) diagnosis. By analysing the foundation, research progress and difficulties of the combination of AI and TCM diagnosis, it is concluded that AI has made remarkable development in intelligence-driven modernization of TCM tongue diagnosis, pulse diagnosis, listening and smelling diagnosis and text processing, and there are useful explorations in the field of constructing data-driven TCM diagnostic model and multidisciplinary integration of TCM diagnostic models. However, the current integration of AI technology in TCM diagnosis still faces many challenges, such as the scarcity and uneven quality of clinical data, the limited ability of AI algorithms to express TCM thinking model of syndrome differentiation and empirical knowledge, and the possible existence of ethical and privacy issues. By systematically sorting out the current research status and development direction of AI-empowered TCM diagnostics, it is proposed to promote the application of AI technology in TCM diagnostics in four aspects, namely, strengthening the construction of TCM big data and talent cultivation, encouraging cross-disciplinary cooperation, improving the legal and ethical framework, and promoting the popularity of the technology in primary care, so as to enhance the modernisation of TCM diagnostics.
3.Modified Danggui Beimu Kushen Pills Inhibit Tumor Growth and Regulates T Cell Subsets in H22 Hepatocellular Carcinoma-bearing Mice
Xiaojie MA ; Ben LIU ; Lei WANG ; Hailong LI ; Yaling LI ; Changtian LI ; Yali SHE
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):87-96
ObjectiveTo explore the effects of modified Danggui Beimu Kushen pills on tumor growth and T-cell subsets in H22 hepatocellular carcinoma-bearing mice and to provide an experimental basis for the treatment of hepatocellular carcinoma with modified Danggui Beimu Kushen pills combined with immune checkpoint antibodies. MethodA H22 hepatocellular carcinoma-bearing mouse model was established. The modeled mice were randomized into model, cisplatin, low- (4 g·kg-1·d-1), medium- (8 g·kg-1·d-1), and high-dose (16 g·kg-1·d-1) modified Danggui Beimu Kushen pills groups. After continuous administration for 14 days, the mice were sacrificed on day 15. The tumor volume was measured on days 0, 4, 8, 12, 15 of drug administration. Tumors were weighed and thymus index and spleen index were calculated. Spleen lymphocytes were co-cultured with H22 hepatoma cells, and the tumor cell-killing rate was detected by the cell counting kit-8 (CCK-8). Real-time polymerase chain reaction was carried to determine the mRNA levels of programmed cell death protein-1 (PD-1) and lymphocyte activation gene-3 (LAG-3) in spleen and tumor tissues. The number of CD4+ and CD8+ T cells and the expression of PD-1 and LAG-3 were detected by immunohistochemistry (IHC). ResultOn day 8 of drug administration, tumor volumes in all treatment groups decreased compared with that in the model group. On day 15, both tumor volume and tumor weight were significantly lower in the treatment groups than in the model group (P<0.01), with the cisplatin group showing the most pronounced reduction. Compared with the model and cisplatin groups, medium- and high-dose modified Danggui Beimu Kushen pills increased the thymus index (P<0.01). Compared with the model group, all treatment groups showed increased spleen index (P<0.05, P<0.01), with the cisplatin group showing the most significant increase. Compared with the model and cisplatin groups, all the groups of modified Danggui Beimu Kushen pills demonstrated increased number of CD4+ and CD8+ T cells and tumor cell-killing rate in the spleen and tumor tissues (P<0.01) and down-regulated mRNA and protein levels of LAG-3 (P<0.05, P<0.01). The high-dose group of modified Danggui Beimu Kushen pills had lower mRNA level of PD-1 in the tumor tissue than the model and cisplatin groups (P<0.01). ConclusionModified Danggui Beimu Kushen pills may promote the proliferation and tumor microenvironment infiltration of CD4+ and CD8+ T cells in H22 tumor-bearing mice by down-regulating LAG-3 expression, thereby improving T-cell immune activity and inhibiting tumor growth. This study provides an experimental basis for the combination of modified Danggui Beimu Kushen pills and immune checkpoint antibodies in the treatment of hepatocellular carcinoma.
4.Yougui Pill in the treatment of lumbar disc herniation:network pharmacological analysis of active ingredients and potential targets
Jingyan YANG ; She MA ; Renjun HUANG ; Xiaoxia YANG ; Xiaochen TANG ; Dong YU
Chinese Journal of Tissue Engineering Research 2024;28(27):4346-4352
BACKGROUND:Yougui Pill is a famous formula of the Chinese traditional medicine,which has good efficacy for lumbar disc herniation due to kidney yang insufficiency. OBJECTIVE:To investigate the potential targets and mechanism of action of Yougui Pill in the treatment of lumbar disc herniation by using network pharmacology and molecular docking technology,and verified by animal experiments. METHODS:(1)Network pharmacological analysis:We obtained the active ingredients and targets of Yougui Pill from TCMSP and other databases,collected genes related to lumbar disc herniation from GeneCards database,and took the intersection of the two for the topological analysis to derive the main active ingredients and core therapeutic targets.Gene ontology function analysis and Kyoto encyclopedia of genes and genomes pathway enrichment analysis were performed using R software.(2)Molecular docking:Autodock and Pymol software were utilized for the prediction of molecular binding energy of TCM active ingredients to core therapeutic targets.(3)Animal experiments:Eighteen Sprague-Dawley rats were randomly divided into a control group,a degeneration group and a Yougui Pill group,with 6 rats in each group.A rat model of intervertebral disc degeneration was prepared by fiber puncture method in the degeneration and Yougui Pill groups.At 2 weeks after modeling,Yougui Pill was given by gavage in the Yougui Pill group,once a day for 2 consecutive weeks.The level of tumor necrosis factor-α in serum was detected by the ELISA method,and morphological changes of the annulus fibrosus and nucleus pulposus cells were observed using hematoxylin-eosin staining. RESULTS AND CONCLUSION:There were 90 active ingredients and 64 targets,and the main active ingredients were found to be quercetin,kaempferol,β-carotene,soybean flavonoid,and 4'-O-methylnyasol.The core targets of Yougui Pill for the treatment of lumbar disc herniation were interleukin 6,tumor necrosis factor-α,AKT1,interleukin 1B,and vascular endothelial growth factor A.Enrichment analysis revealed that the intersecting genes might be expressed through the interleukin-17 signaling pathway,tumor necrosis factor signaling pathway,MAPK signaling pathway,PI3K-AKT signaling pathway,and other signaling pathways to improve intervertebral disc degeneration.The molecular docking test verified that quercetin,kaempferol,and β-carotene had strong binding ability to the core targets.Animal experiments showed that the level of serum tumor necrosis factor α in the degeneration group was higher than that in the control group(P<0.05),and the level of serum tumor necrosis factor α in the Yougui Pill group was lower than that in the degeneration group(P<0.05).Hematoxylin-eosin staining showed that the fibrous annulus of the intervertebral discs and the structure of the nucleus pulposus in the degeneration group were destroyed,and the number of nucleus pulposus cells was reduced;there was a tendency to reconstructing the fibrous annulus of the intervertebral discs in the Yougui Pill group,and the number of nucleus pulposus cells increased compared with the degeneration group.To conclude,Yougui Pill may treat lumbar disc herniation by improving disc degeneration through the effects of quercetin,kaempferol,beta-carotene and other key active ingredients on core targets such as tumor necrosis factor.
5.Causal relationship between trunk and lower limb fat mass and intervertebral disc degeneration based on a Mendelian randomization analysis
Jingyan YANG ; She MA ; Renjun HUANG ; Chaoyi WANG ; Yuyang ZHAO ; Dong YU
Chinese Journal of Tissue Engineering Research 2024;28(35):5688-5694
BACKGROUND:It has been found in recent observational studies that assessing localized fat mass is crucial in the evaluation of disc degeneration.Although obesity has been recognized as a risk factor for disc degeneration,the causal relationship between fat mass,which is a key factor in obesity,and intervertebral disc degeneration has been unclear in previous studies. OBJECTIVE:To investigate the causal risk factors of intervertebral disc degeneration associated with different distributions of fat mass,thereby enhancing the understanding of the pathogenesis of intervertebral disc degeneration and contributing to the development of preventive,therapeutic,and prognostic strategies. METHODS:Genetic markers associated with trunk and lower limb fat mass were extracted as instrumental variables from the publicly available IEU Open GWAS under the conditions of strong correlation and fulfillment of linkage disequilibrium.These markers were combined with the Mendelian randomization analysis to investigate the relationship between body fat and intervertebral disc degeneration.We used the latest version 9 database of FinnGen and assessed the results using several regression models,including inverse variance weighting,MR-Egger regression,simple mode,weighted mode,and weighted median estimator.We also assessed the heterogeneity of the genetic markers using Cochran's Q test,and multiplicity was assessed using the MR-Egger intercept test.Additionally,we used the leave-one-out method to determine the sensitivity of individual genetic markers to the causal effect of the exposure and outcome.The results were presented as odds ratios(OR)and 95%confidence intervals(CI). RESULTS AND CONCLUSION:The results from the inverse variance weighting method revealed that there was a positive causal relationship between trunk fat mass and the risk of developing intervertebral disc degeneration(OR=1.25,95%CI:1.15-1.35,P<0.001).Additionally,there was an inverse causal relationship between bilateral lower limb fat mass and the risk of developing intervertebral disc degeneration(OR=0.7,95%CI:0.63-0.78,P<0.001;OR=0.69,95%CI:0.62-0.76,P<0.001).Furthermore,the MR-Egger intercept analysis did not detect any potential horizontal pleiotropy.No bias single nucleotide polymorphisms were detected,while heterogeneity tests were present,and the leave-one-out sensitivity analysis suggested reliable results.The results above demonstrate a positive causal relationship between trunk fat mass and intervertebral disc degeneration.As trunk fat mass increases,the risk of intervertebral disc degeneration rises.With an increase in both lower limb fat mass,the risk of intervertebral disc degeneration decreases.Fat content and distribution affects the risk of developing intervertebral disc degeneration and should be given more attention.
6.Root cause analysis of poor prognosis after successful endovascular treatment in patients with acute ischemic stroke with large vascular occlusion of anterior circulation
Bin ZHANG ; Yu JIN ; Miao YANG ; Guanqing LI ; Shukang YU ; Bing LI ; Min LI ; Hui DAI ; Xiaotian MA ; Boping XING ; Pan SHE ; Xueyu LUO
Chinese Journal of Cerebrovascular Diseases 2024;21(10):654-663,707
Objective To explore root cause of poor prognosis after successful endovascular treatment(EVT)in patients with acute ischemic stroke with large vascular occlusion(AIS-LVO)of anterior circulation.Methods Patients with AIS-LOV of anterior circulation who received successful EVT(postoperative modified thrombolysis incerebral infarction[mTICI]grade≥2b)were retrospectively and continuously collected in the Department of Neurology of Bozhou People's Hospital from January 2022 to March 2024.The baseline and clinical data of the patients were collected,including gender,age,vascular risk factors(hypertension,diabetes,coronary heart disease,hyperlipidemia,valvular heart disease,atrial fibrillation,smoking,and alcohol consumption),prior stroke or transient ischemic attack,baseline blood pressure,baseline National Institutes of Health Stroke scale(NIHSS)score,laboratory test indicators(pre-operative C-reactive protein and D-dimer,post-operative fasting blood glucose,lipid levels,homocysteine,etc).Meanwhile,the data of perioperative indicators was collected,including the time from onset to admission,the time from admission to puncture,the time from puncture to revascularization,the time from onset to puncture,the time from onset to revascularization,remedial measures(balloon dilation,stent placement,arterial thrombolysis)during the surgery or not,using tirofiban or not,postoperative complications(stroke-related pneumonia,stress ulcers,deep vein thrombosis,acute heart failure or renal failure,etc)or not.The patient's medical history and imaging data were collected,and these indicators were defined and collected,including Alberta stroke program early CT score(ASPECTS),location of occlusion(C1 segment of the internal carotid artery,C2 segment to C7 segment of the internal carotid artery,M1 segment of the middle cerebral artery),and the trial of org 10172 in acute stroke treatment(TOAST)classification and a postoperative transformation of cerebral infarction after ischemic stroke and symptomatic intracranial hemorrhage or not.According to the modified Rankin scale(mRS)score at 90 d after surgery,all patients were divided into poor prognosis group(mRS score≥ 3)and good prognosis group(mRS score≤2).The baseline and clinical data of two groups were compared using univariate analysis.Variables with P<0.1 in the univariate analysis were selected as independent variables,and the poor prognosis was used as the dependent variable.Further,multivariate Logistic regression analysis was performed to identify the influencing factors of poor prognosis after EVT.Results Finally,a total of 192 patients with AIS-LVO of anterior circulation who received successful revascularization were included in this study.There were 101 male patients and 91 female patients.The poor prognosis group had 102 cases and the good prognosis group had 90 cases.Univariate analysis showed that the poor prognosis group had statistically significant differences with the good prognosis group in terms of age(Z=-3.088,P=0.002)and age distribution(x2=13.457,P=0.001),fasting blood glucose(Z=-3.347,P=0.001),baseline NIHSS score(Z=-4.469,P<0.01),location of occlusion(x2=10.488,P=0.005),transformation of hemorrhage after ischemic stroke(x2=16.943,P<0.01),and symptomatic intracranial hemorrhage(X2=25.449,P<0.01),and the baseline ASPECTS of the poor prognosis group was significantly lower than that of the good prognosis group(Z=-4.547,P<0.01).There were no significant differences in other baseline and clinical data(all P>0.05).Further multivariate Logistic regression analysis showed that age>80 years(OR,3.224,95%CI 1.033-10.058,P=0.044),baseline NIHSS score(OR,1.102,95%CI 1.013-1.199,P=0.023),baseline ASPECTS(OR,0.375,95%CI 0.212-0.665,P=0.001),and symptomatic intracranial hemorrhage(OR,7.127,95%CI 1.296-39.203,P=0.024)were independent influencing factors of poor prognosis.Conclusion The independent factors of 90 d poor prognosis after successful EVT in patients with AIS-LVO of anterior circulation are age>80 years,baseline NIHSS score,baseline ASPECTS,and symptomatic intracranial hemorrhage.
7.One-stage posterior debridement and spinal internal fixation for the treatment of lumbar Brucellar spondylitis
Xian-Shuai KOU ; Wei SHE ; Gui-Fu MA ; Xing-Yu PU ; Yun-Biao WU ; Yang QI ; Wen-Yuan LUO
China Journal of Orthopaedics and Traumatology 2024;37(8):764-771
Objective To explore the clinical efficacy and safety of one-stage posterior lesion removal and internal spinal fixation in patients with lumbar Brucellosis spondylitis.Methods The clinical data of 24 patients admitted from October 2017 to October 2022 were retrospectively analyzed,2 patients were lost to follow-up at 10 months after surgery,at the final 22 cases were included in the study,including 13 males and 9 females with an average age of(52.00±6.89)years old,were treated with one-stage posterior lesion removal and internal spinal fixation.The operation time,intraoperative bleeding,follow-up time,ery-throcyte sedimentation rate(ESR)and C-reactive protein(CRP)before and after operation were recorded.The pain visual ana-logue scale(VAS),Oswestry disability index(ODI),the Japanese Orthopaedic Association(JOA)score for neurofunction,American Spinal Injury Association(ASIA)spinal cord injury grade and modified MacNab criteria were ussed to evaluate the efficacy.Results All patients were followed up from 12 to 30 months with an average of(17.41±4.45)months.The operation time was 70 to 155 min with an average of(1 16.59±24.32)min;the intraoperative bleeding volume was 120 to 520 ml with an average of(275.00±97.53)ml.CRP and ESR levels decreased more significantly at 1 week and at the final follow-up than pre-operative levels(P<0.05).VAS,JOA score and ODI at 1 week and at the latest follow-up were more significantly improved than preoperative results(P<0.05).There was no significant difference between ASIA preoperative and 1 week after operation(P>0.05),and a significant difference between preoperative and last follow-up(P<0.05).In the final follow-up,21 patients had ex-cellent efficacy,1 patient had fair,and there was no recurrence during the follow-up.Conclusion One-stage transpedicular le-sion removal and internal spinal fixation,with few incisions and short operation time,helps the recovery of neurological func-tion,and the prognosis meets the clinical requirements,which can effectively control Brucella spondylitis.
8.Application of Dual-Layer Detector Spectral CT Combined With Half Volume Contrast Agent in the Detection of Liver Metastases
Chengle MA ; Dejun SHE ; Feng WANG ; Fan ZHANG ; Ruiquan CHEN ; Dairong CAO
Chinese Journal of Medical Imaging 2024;32(7):692-698
Purpose To explore the clinical application value of dual-layer detector spectral CT combined with half volume contrast agent in detecting the liver metastases in portal vein phase.Materials and Methods Ninety-six patients with liver metastases diagnosed by liver enhanced CT in the First Affiliated Hospital of Fujian Medical University from November 2021 to June 2022 were prospectively studied.They were randomly divided into two groups by using the contrast agent administration calculation method based on body surface area.The conventional polyenergetic image(CI)of patients in the conventional contrast agent group(48 cases with 18.6 gI/m2 body surface area iodine contrast agent)was constructed in the portal vein phase,and the 40-70 keV(5 kiloelectron voltage)virtual monoenergetic imaging(VMI)was reconstructed for patients in the semi contrast agent dose group(48 case with 9.3 gI/m2 body surface area iodine contrast agent).The image noise,CT value and contrast noise ratio in the two groups were measured and compared.Besides,the image quality was scored with a 5-point method,and the consistency of subjective scores between two radiologists were evaluated.Results The VMI noise at 40-70 keV was(10.26±1.38)Hu,(9.59±1.35)Hu,(9.15±1.31)Hu,(8.80±1.32)Hu,(8.58±1.31)Hu,(8.40±1.31)Hu and(8.27±1.33)Hu;while the CI noise was(10.86±1.13)Hu.It revealed that the VMI noise at 45-70 keV was lower than the CI noise(t=-3.885,-5.343,-6.449,-7.180,-7.756 and-8.132,P<0.001).There was no significant difference between VMI and CI noises at 40 keV(t=-1.800,P>0.05).With the decrease of energy level,CT value of normal liver parenchyma,and contrast noise ratio values of liver parenchyma and liver metastases gradually increased,at the 40 keV level,the values of which were(148.31±21.34)Hu,8.81±2.83 and 8.18±2.85;at the 45 keV level,the values were(130.10±16.95)Hu,7.66±2.46 and 7.48±2.55;at the 50 keV level,the values were(116.19±13.55)Hu,6.60±2.08 and 55.40±13.77,reaching the highest at 40 keV level,while the CI values were(118.02±7.02)Hu,5.69±1.11 and 5.77±1.41.Therefore,the value of 40 keV and 45 keV VMI was significantly higher than CI(t=3.804,4.883,4.462,all P<0.05;t=2.854,3.465,3.378,all P<0.05),respectively.There was no significant difference between 50 keV VMI and CI(t=-0.612,1.739,2.208,P>0.05).The subjective score in the overall quality of VMI images was higher than that of CI at 40-50 keV(t=9.628,7.508,3.514,P<0.05).The subjective scores of the two physicians were good consistent among image contrast,image noise and overall image quality(Kappa=0.766,0.749 and 0.661,P<0.05),respectively.Conclusion VMI at 40-50 keV can provide better image quality and display ability of liver metastases than CI images at portal vein phase with a 50%reduction in contrast agent dose.
9.The value of dual-phase contrast enhanced parameters of dual-layer detector spectral CT in preoperative prediction of gastric cancer differentiation and E-cadherin protein expression
Yinchen WU ; Dejun SHE ; Mi WANG ; Meilian XIONG ; Chengle MA ; Jinzhu LIN ; Dairong CAO
Chinese Journal of Radiology 2024;58(7):738-744
Objective:To investigate the predictive value of the quantitative parameters of dual-layer detector spectral CT in arterial and venous phases for the differentiation degree and the E-cadherin protein expression of gastric cancer.Methods:This was a cross-sectional study. The preoperative data from the dual-layer detector spectral CT images among 183 patients with gastric adenocarcinoma confirmed by operation and pathology was retrospectively analyzed from October 2021 to October 2022 in the First Affiliated Hospital of Fujian Medical University. According to the differentiation degree and E-cadherin protein expression of gastric cancer, all patients were divided into the moderately well differentiated group ( n=82) and the poorly differentiated group ( n=101), as well as the E-cadherin-negative group ( n=80) and the E-cadherin-positive group ( n=103). The CT images in arterial and venous phases were used to reconstruct the virtual monoenergetic images (VMI) at 40, 50, 60, 70, 80, 90, and 100 keV, effective atomic number (Z eff) images and iodine concentration (IC) images. The CT values (CT keV) from VMI, Z eff and IC were measured, and the normalized Z eff (NZ eff) and the normalized IC (NIC) were calculated. Independent-sample t test or Mann-Whitney U test were used to compare the differences in quantitative parameters between groups. The logistic regression analysis was used to screen for the independent predictors, after which a combined prediction model was constructed. The receiver operating characteristic curves were used to evaluate the predictive efficiency of the parameters for the differentiation degree and the E-cadherin protein expression of gastric cancer. Results:There were statistically significant differences in CT 40 keV to CT 70 keV, NZ eff and NIC in dual-phase, as well as Z eff and IC in the venous phase between the moderately well differentiated group and the poorly differentiated group ( P<0.05). The combined prediction model was constructed by CT 40 keV ( OR=1.03, 95% CI 1.02-1.05, P<0.001) in arterial phase and CT 40 keV ( OR=1.05, 95% CI 1.03-1.07, P<0.001) and Z eff ( OR=1.32, 95% CI 1.06-1.65, P=0.015) in venous phase, of which the area under the curve (AUC) for the prediction of the moderately-well group and the poor group was 0.932 (95% CI 0.897-0.967), with a sensitivity of 90.1% and a specificity of 85.4%. Between the E-cadherin-negative group and the E-cadherin-positive group, CT 40 keV and NZ eff in arterial phase, as well as CT 40 keV to CT 70 keV, Z eff, NZ eff, IC and NIC in venous phase, had statistically significant differences ( P<0.05). The AUC for the combined prediction model established by CT 40 keV ( OR=1.02, 95% CI 1.01-1.04, P<0.001) and Z eff ( OR=1.33, 95% CI 1.09-1.63, P=0.006) in venous phase was 0.800 (95% CI 0.736-0.864), with a sensitivity of 95.0% and a specificity of 60.2%. Conclusion:The combined prediction model from the quantitative parameters of dual-layer spectral detector CT can be used to predict the differentiation degree and the E-cadherin protein expression of gastric cancer preoperatively.
10.Visual analysis of research hotspots and trends in renal cell carcinoma targeted therapy based on VOSviewer software
Yayun WU ; Guizhi LI ; Sanli FENG ; Mingjin SHE ; Jiaxing MA
Journal of Clinical Medicine in Practice 2024;28(18):27-33
Objective To conduct a visual analysis of the current status, hotspots, and frontiers of research on renal cell carcinoma targeted therapy using VOSviewer software. Methods Literature related to renal cell carcinoma targeted therapy published between January 1, 2006 and December 31, 2023, from the Web of Science (WOS) Core Collection database were retrieved. Eligible articles were screened and subjected to bibliometric and visual analysis using VOSviewer software. Results A total of 1, 009 articles were selected, with an overall increasing trend in annual publication volume. The top three countries in terms of publication output were the United States, China, and Italy, while the top three institutions were Harvard University, The University of Texas, and France Uni-cancer Institute. The analysis of the core author collaboration network revealed close collaboration among researchers in the United States and the United Kingdom, whereas collaboration between China and foreign countries was limited, resulting in a relatively loose collaboration network. Through co-occurrence clustering analysis of high-frequency author keywords, nine clusters were generated, with hotspots focusing on targeted and immune combination therapy, efficacy, prognosis, drug resistance, targets, and biomarkers. Conclusion Remarkable progress has been made in renal cell carcinoma targeted therapy research over the past decade; however, drug resistance and adverse reactions to targeted therapies remain challenges in clinical treatment. Research related to targeted drug resistance mechanisms, novel targeted drugs, and effective predictive biomarkers has significantly increased. Grasping the developmental trends in this fieldis crucial, and VOSviewer's visual analysis can offer an intuitive representation of the current status, hotspots, and frontiers, thereby providing researchers with a valuable reference.


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