1.Establishment and validation of a model for femoral head necrosis after internal fixation of femoral neck fracture using logistic regression and SHAP analysis
Long LIAO ; Zepeng ZHAO ; Zongyuan LI ; Qinglong YU ; Tao ZHANG ; Jinyuan TANG ; Nan YE ; Han XU ; Bo SHI
Chinese Journal of Tissue Engineering Research 2026;30(3):626-633
BACKGROUND:The most common complication of traumatic femoral neck fractures after internal fixation is femoral head necrosis.Currently,many studies have reported on the risk factors that affect the occurrence and development of postoperative femoral head necrosis,but there is still a lack of tools to predict the risk of femoral head necrosis after internal fixation of femoral neck fractures.OBJECTIVE:To develop a predictive model that estimates the risk of femoral head necrosis shortly after patients with femoral neck fractures receive cannulated screw internal fixation.METHODS:A retrospective analysis reviewed clinical records of 172 patients who underwent cannulated screw internal fixation for femoral neck fractures at Department of Orthopedics of Mianyang Central Hospital from January 2013 to June 2023.Patients were categorized into two groups based on the presence or absence of femoral head necrosis within one year post-operation:the necrosis group and the non-necrosis group.Univariate analysis,Lasso regression,and multivariate Logistic regression techniques were employed to identify the determinants of femoral head necrosis.A nomogram prediction model was constructed using R language's"rms"package,version 4.0.The receiver operating characteristic curve was used to evaluate the discriminatory ability of the model.The Hosmer-Lemeshow test was used to evaluate the goodness of fit of the model,and the decision curve analysis was used to determine its clinical application benefits.Internal validation of the study was conducted using the Bootstrap method,involving 1 000 repeated samplings.To delve deeper into the primary factors influencing femoral head necrosis post-internal fixation of the femoral neck,this paper employed the SHAP method for data set analysis.RESULTS AND CONCLUSION:(1)The risk factors leading to femoral head necrosis in the short term after cannulated screw fixation of femoral neck fractures include:smoking,diabetes,Garden classification,fracture line location,reduction quality,age,and operation time.(2)The prediction model demonstrated robust performance,evidenced by an area under the curve of 0.940(95%Confidence Interval:0.903 to 0.977),indicating a high level of prediction accuracy.The model achieved a sensitivity of 90.2%and a specificity of 87.6%,indicating that its diagnostic performance was stable.The Hosmer-Lemeshow goodness-of-fit test yielded a chi-square value of 6.593 with a P-value of 0.581,confirming that the model's predictions closely align with the observed outcomes.(3)The calibration curve of the model also performed well,and its overall trend was very close to the ideal curve,further proving the high accuracy of the model.(4)The internal validation was carried out by the Bootstrap method with 1 000 repeated samplings,and the area under the curve of the model internal validation was still as high as 0.939,proving that the model had good stability.(5)Through the decision curve,it is found that within the probability threshold range of 1%to 92%,the model can obtain the maximum net benefit value.(6)The SHAP analysis results show that among the risk factors analyzed in this study,the location of the fracture line serves as the most significant predictor of femoral head necrosis following internal fixation with cannulated screws in femoral neck fractures,and subcapital fractures are extremely prone to femoral head necrosis after surgery.(7)It is concluded that the validated prediction model demonstrates strong discriminative power and reliability,offering practical clinical utility.It serves as a useful reference tool for short-term risk assessment of femoral head necrosis following internal fixation of femoral neck fractures.
2.Establishment and validation of a model for femoral head necrosis after internal fixation of femoral neck fracture using logistic regression and SHAP analysis
Long LIAO ; Zepeng ZHAO ; Zongyuan LI ; Qinglong YU ; Tao ZHANG ; Jinyuan TANG ; Nan YE ; Han XU ; Bo SHI
Chinese Journal of Tissue Engineering Research 2026;30(3):626-633
BACKGROUND:The most common complication of traumatic femoral neck fractures after internal fixation is femoral head necrosis.Currently,many studies have reported on the risk factors that affect the occurrence and development of postoperative femoral head necrosis,but there is still a lack of tools to predict the risk of femoral head necrosis after internal fixation of femoral neck fractures.OBJECTIVE:To develop a predictive model that estimates the risk of femoral head necrosis shortly after patients with femoral neck fractures receive cannulated screw internal fixation.METHODS:A retrospective analysis reviewed clinical records of 172 patients who underwent cannulated screw internal fixation for femoral neck fractures at Department of Orthopedics of Mianyang Central Hospital from January 2013 to June 2023.Patients were categorized into two groups based on the presence or absence of femoral head necrosis within one year post-operation:the necrosis group and the non-necrosis group.Univariate analysis,Lasso regression,and multivariate Logistic regression techniques were employed to identify the determinants of femoral head necrosis.A nomogram prediction model was constructed using R language's"rms"package,version 4.0.The receiver operating characteristic curve was used to evaluate the discriminatory ability of the model.The Hosmer-Lemeshow test was used to evaluate the goodness of fit of the model,and the decision curve analysis was used to determine its clinical application benefits.Internal validation of the study was conducted using the Bootstrap method,involving 1 000 repeated samplings.To delve deeper into the primary factors influencing femoral head necrosis post-internal fixation of the femoral neck,this paper employed the SHAP method for data set analysis.RESULTS AND CONCLUSION:(1)The risk factors leading to femoral head necrosis in the short term after cannulated screw fixation of femoral neck fractures include:smoking,diabetes,Garden classification,fracture line location,reduction quality,age,and operation time.(2)The prediction model demonstrated robust performance,evidenced by an area under the curve of 0.940(95%Confidence Interval:0.903 to 0.977),indicating a high level of prediction accuracy.The model achieved a sensitivity of 90.2%and a specificity of 87.6%,indicating that its diagnostic performance was stable.The Hosmer-Lemeshow goodness-of-fit test yielded a chi-square value of 6.593 with a P-value of 0.581,confirming that the model's predictions closely align with the observed outcomes.(3)The calibration curve of the model also performed well,and its overall trend was very close to the ideal curve,further proving the high accuracy of the model.(4)The internal validation was carried out by the Bootstrap method with 1 000 repeated samplings,and the area under the curve of the model internal validation was still as high as 0.939,proving that the model had good stability.(5)Through the decision curve,it is found that within the probability threshold range of 1%to 92%,the model can obtain the maximum net benefit value.(6)The SHAP analysis results show that among the risk factors analyzed in this study,the location of the fracture line serves as the most significant predictor of femoral head necrosis following internal fixation with cannulated screws in femoral neck fractures,and subcapital fractures are extremely prone to femoral head necrosis after surgery.(7)It is concluded that the validated prediction model demonstrates strong discriminative power and reliability,offering practical clinical utility.It serves as a useful reference tool for short-term risk assessment of femoral head necrosis following internal fixation of femoral neck fractures.
3.Wogonin ameliorates Aβ1-42 and D-galactose-induced learning and memory impairment in mice
Qilu ZHANG ; Ruizhe NIE ; Libin WEI ; Qinglong GUO ; Susu TANG
Journal of China Pharmaceutical University 2025;56(2):207-215
To investigate the effects of Wogonin (WO) on learning and memory impairment, Aβ1-42 was injected intracerebroventricularly to induced a mouse learning and memory impairment model, and D-galactose was injected intraperitoneally to induced a mouse acute aging model. Mice were administered WO (75, 150, or 300 mg/kg) by oral gavage for 28 consecutive days. Cognitive function was assessed using the Morris water maze (MWM), novel object recognition (NOR), and open field tests (OFT). In the Aβ1-42 model, WO treatment (150 and 300 mg/kg) significantly improved the recognition index in the NOR test, while the 150 mg/kg group showed increased target quadrant preference in the MWM test. No changes in the total distance traveled in OFT. In the D-galactose aging model, the 150 mg/kg WO group exhibited increased platform crossings in the MWM test, and all WO doses (75, 150, and 300 mg/kg) enhanced target quadrant preference, with no alterations in spontaneous movement. Western blot analysis revealed that WO significantly attenuated hippocampal apoptosis in both models. These findings suggest that WO ameliorates learning and memory impairment associated with Alzheimer’s disease and aging.
4.UPLC-Q-Exactive MS and GC-MS Metabonomics Technology Revealing Difference of Constituents in Callerya speciosa Flowers at Different Flowering Periods
Maoyuan WANG ; Min ZHANG ; Qing YANG ; Qinglong WANG ; Xiaoxia YAN ; Huan TANG ; Shixiu FENG ; Zhunian WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(12):3996-4008
Objective To investigate the chemical composition from the flowers of Callerya speciosa,and reveal the metabolites difference at different flowering periods based on metabolomics technology.Methods The primary and secondary metabolites,volatile chemical components in flowers of C.speciosa were analyzed combined by GC-MS and UPLC-Q-Exactive MS.Principal component analysis(PCA),orthogonal partial least squares-discriminant analysis(OPLS-DA),and hierarchical cluster analysis(HCA)were performed to identify differential metabolites.Results A total of 332 compounds were identified by UPLC-Q-Exactive MS,mainly including secondary metabolites such as flavonoids,triterpenoids,phenylpropanoids.A total of 297 compounds were identified by GC-MS,mainly including primary metabolites and volatile chemical components,such as organic acids,amino acids,saccharides,heterocycles,alcohols.The PCA analysis demonstrated that the metabolites of the four flowering periods were divided into two groups:bud,initial bloom and blooming periods clustered into one group,while wilting period clustered into the other group,the main differences were filtered and identified as flavonoids and triterpenoids,organic acids,respectively.Compared to the upright type,the flowers of vine type contained more characteristic flavonoids as differential metabolites during the bud,initial bloom and blooming periods,and some flavonoids decrease gradually with the development of flowering.Conclusion The results indicated that the flowers of C.speciosa possessed abundant active flavonoid metabolites for further utilization,and the best harvest stage is initial bloom,the best harvest plant is vine type.This study provides a scientific basis for the scientific development and rational use of the flowers of C.speciosa.
5.Research progress of radioprobes targeting fibroblast activating protein
Zhipeng LU ; Qinglong XU ; Panpan CHEN ; Yajuan QIN ; Lijun TANG ; Tingyou LI
Journal of China Pharmaceutical University 2022;53(6):651-662
Fibroblast activating protein (FAP) is an important biomarker of cancer associated fibroblasts and activated fibroblasts, which is highly expressed in activated fibroblasts of many tumor and fibrotic tissues, but not in normal tissues and non malignant lesions. Therefore, FAP has become an excellent target for diagnosis and treatment of tumors and other diseases. PET imaging and internal radiotherapy based on FAP inhibitor (FAPI) have been used in the diagnosis and treatment of many diseases, such as cancer and fibrosis. We first introduce the mechanism of disease occurrence and progression mediated by FAP and its clinical significance as a therapeutic target.Then,we systematically summarize the FAP probes labeled with 125I, 68Ga, 64Cu and other radionuclides, including their structural evolution, imaging, biodistribution and pharmacokinetic properties.After that, the reported strategies to improve the pharmacokinetic properties and target affinity of probes are summarized, including the use of squaramide linkers,modification with albumin binding agent,the development of dual-targeting probes.Finally, some suggestions for the future development of novel radioactive probes targeting FAP and the clinical application of classical probes are proposed.
6.Research progress on chemical composition and clinical efficacy of Lianhua Qingwen (LHQW) capsule, a traditional Chinese medicine (TCM) used to treat COVID-19
Yuanye ZENG ; Yingying HE ; Qinglong TANG ; Kang LI ; Yanqiu GU ; Xiaofei CHEN
Journal of Pharmaceutical Practice 2021;39(4):291-294
The outbreak of COVID-19 posed a huge threat to human health and social stability. With the rapid spread of the virus around the world, the drug development and related research of novel coronavirus (SARS-CoV-2) have become an urgent issue in the medical field. COVID-19 fails into the category of epidemics in the theory of TCM. LHQW capsule has repeatedly played an important role in many major epidemics. Previous studies have shown that LHQW capsule can inhibit the biological activity of varied viruses including MERS-CoV and SARS-CoV. The paper summarizes the relevant research data and achievements of LHQW capsule in the past few years, reviews the chemical constituents, clinical efficacy and pharmacological effects of LHQW capsule, and provides scientific basis for the anti-virus mechanism of LHQW capsule and clinical treatment of COVID-19.
7.Establishment of Analysis Method for Detection of Petroleum Degrading Genes AlkB and Nah in Contaminated Soil and Its Application
Qinglong LIU ; Jingchun TANG ; Xiaotong WAN
Chinese Journal of Analytical Chemistry 2014;(9):1348-1353
SYBR Green I Real Time-qPCR method was developed to quantify the numbers of copyies of AlkB ( alkanes degradation gene) and Nah ( naphthalene dioxygenase degradation gene) functional degradation gene corresponding to alkanes and aromatic hydrocarbons degradation. Two pairs of primers AlkBf/AlkBr and Nahf/Nahr were designed for AlkB and Nah amplification respectively, according to the nucleotide sequences of related degradation microorganisms published in GenBank. The purified recovery products of traditional PCR were combined with pEASY-T1 vectors and transformed in competent cells to amplify. The recombinant plasmids were extracted and used as positive templates to create standard curve through gradient dilution. The conditions for the real time PCR were as the follows: the final concentration of forward and reverse primers were 0. 2 μmol/L, 2×TransStart Top Green qPCR SuperMix, and the annealing temperatures of AlkB and Nah PCR were 50℃ and 57℃, respectively. The method showed a sensitivity of 100 times higher than that of the traditional PCR method and good repeatability. The numbers of copies of AlkB in three functional regions of an oilfield indicated that oil producing zone with serious oil pollution had the highest AlkB copy numbers, and residential zone with lighter oil pollution had the lowest AlkB copy numbers. Nah degradation gene distribution was more uniform.
8.A Meta-analysis on the relations between Helicobacter pylori infection and chronic urticaria
Lude TANG ; Yanjun ZHANG ; Xiaomeng GAO ; Rui DONG ; Xifeng ZHANG ; Hongxi GU ; Qinglong SHANG
Chinese Journal of Epidemiology 2014;35(3):317-321
Objective To investigate the relationship between Helicobacter pylori (HP) infection and the development of chronic urticaria.Methods Published case-control studies which concerned HP infection related chronic urticaria were searched in Wanfang,CNKI,CQVIP Chinese databanks and PubMed.Meta-analysis was applied to analyze the pooled odds ratio (OR) and 95% confidence interval (CI).Results 37 studies which comprised 2 909 cases of chronic urticaria and 1 873 persons served as controls were enrolled.When compared with the controls,HP infection significantly increased the risk of chronic urticaria development with a pooled OR of 3.20 (95%CI:2.31-4.43).Results from Meta-regression analyses showed that the distribution of residential areas and detection method being used were potential influential factors.Conclusion HP infection seemed to be associated with an increased risk of developing the chronic urticaria.
9.Clinical comparative study of reforming endoscopic minimally invasive releasing versus open procedure for unilateral carpal tunnel syndrome
Bin CHEN ; Xiaohui YANG ; Jiabao SHOU ; Qinglong MAO ; Jing KONG ; Haihan WANG ; Zheming TANG
Clinical Medicine of China 2012;28(4):368-370
Objective To compare the efficacy of the reforming endoscopic minimally invasive releasing(REMIR) with open procedure for treatment of carpal tunnel syndrome.Methods Senventy patients with unilateral carpal tunnel syndrome were randomly divided into REMIR group and open procedure group,with 35 cases in each group.Kelly's standard,two-point discrimination,operation time and complication occurrence were compared between the two groups.Results All patients were followed-up for 12 months.There was no significant difference in the therapeutic results and in the improvement of two-point discrimination between the two groups (P > 0.05 ).The operation time of REMIR group was significantly shorter than the open procedure group ([ 10.03 ± 1.84] min vs [37.63 ±7.18]min,t =22.210,P <0.001 ).And there was no cases with scar tenderness in REMIR group while there was 7 cases in open procedure group.Conclusion Compared with the open procedure,the REMIR method has the same clinical efficacy while with the advantages of causing smaller skin scar and being less time consuming.
10.Progress of Molecular Ecological Research on Marine Anammox Bacteria
Qinglong SHU ; Nianzhi JIAO ; Kunxian TANG
Microbiology 2008;0(11):-
Anammox bacteria can perform anaerobic ammonium oxidation,a long missing process which contributes 30%~50% to dinitrogen gas in marine nitrogen cycling.The potential role of anam-mox bacteria coupling with ammonium oxidizing bacteria and archaea will benefit to elaborate the complex mechanism of marine nitrogen cycling.Furthermore,the unique cell and genomic characteris-tics make anammox bacteria an important model microorganism to explore the bacterial evolution.Here we reviewed the current status of molecular ecology of marine anammox bacteria and give a perspective into the future based on our understanding of the literature and our own work.

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