1.Comparison of predictive performance of three machine learning algorithms for frailty risk in elderly heart failure patients
Xin ZHANG ; Xuemei ZHOU ; Meng LI ; Jiamin TANG ; Danni MA ; Hong HE
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(10):1330-1334
Objectives To construct frailty risk prediction models based on logistic regression anal-ysis,decision tree and random forest algorithm in elderly patients with heart failure(HF),and to compare the predictive performance of three models.Methods A total of 426 elderly HF patients hospitalized in the Affiliated Hospital of Nantong University from September 2022 to October 2023 were selected using convenience sampling.Based on the results of frailty assessment,194 of them were classified into the frail group and the other 232 into the non-frail group.The 426 patients were divided into training(299 casses)and testing sets(127 cases)in a 7∶3 ratio.Three prediction models were then constructed in the training set,while the test set was used to validate the results.Area under curve and confusion matrix were used to measure performance of the mod-els.The optimal model was then selected by evaluating the performance on the testing set.Results The area under curve value of the logistic regression model,decision tree model and random forest model in the testing set was 0.898,0.825 and 0.903,with a classification accuracy of 84.25%,77.95%and 83.46%,a sensitivity of 82.76%,68.97%and 82.76%,a specificity of 85.51%,85.51%and 84.06%,a positive predictive value of 82.76%,80.00%and 81.36%,and a negative predictive value of 85.51%,76.62%and 85.29%,respectively.The factors that ultimately affecting frailty in elderly HF patients were age,left atrial diameter,depression,albumin,physical activity level and social support.Conclusion Among the three prediction models,the logistic regression model demonstrates best predictive performance for frailty risk in elderly HF patients than the decision tree and random forest models.
2.Cai Bingqin's Thoughts on the Treatment of"Postoperative Stress Syndrome"in Abdominal Surgery from the Perspective of Liver
Jie CHENG ; Sili LU ; Jiamin WANG ; Zihui XIONG ; Junming HE
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(2):483-487
Postoperative stress symptoms are caused by surgical trauma,and now still lack active intervention methods to promote the recovery of body function in the field of western medicine.Professor Cai Bingqin analyzed the etiology and pathogenesis of stress symptoms after abdominal surgery,which usually manifested as abnormal sweating,sleep disorders,emotional disorders,and gastrointestinal dysfunction,and then put forward the concept of postoperative stress syndrome for the perioperative period.Professor Cai Bingqin believes that surgical stimulation,as the important etiological factor responsible for postoperative stress symptoms,can cause excessive stress in the body,which results in a series of symptoms affecting the recovery of patients.Liver plays a defensive and adaptive role in postoperative stress by regulating qi movement,blood circulation and emotions.The symptoms of abnormal sweating,sleep disorders and emotional disorders are related with the function of the liver in governing emotions,housing the ethereal soul,and ensuring the free movement of qi,while the gastrointestinal dysfunction manifestations of poor appetite,abdominal distention and constipation are due to the disharmony of liver and spleen.For the treatment of postoperative stress syndrome,Professor Cai proposes the principle of treating disease from the perspective of liver,and the methods of soothing liver and alleviating depression,and warming and activating qi movement are adopted.Sini San(Sini Powder for Soothing Liver and Regulating Qi)is commonly used as the basic prescription to ensure the normal function of liver and to ensure the free movement of qi,and then the harmony of qi and blood and the unobstruction of blood vessels will be achieved.Additionally,the assistance of therapy for invigorating spleen to dissolve dampness,and replenishing qi to consolidate superficies can adjust zang-fu organs'dysfunction,and will restore the balance of qi-blood and yin-yang.The proposal of"postoperative stress syndrome"will provide an approach to the management of perioperative period with traditional Chinese medicine,and will become the beneficial supplement to the existing fast-track surgery system.
3.Proteomic analysis of Trichosporon asahii's response to fluconazole stress
Xin YANG ; Zhikuan XIA ; Junhong AO ; He ZHU ; Jijin LI ; Jiamin WU ; Lingzhi XU ; Rongya YANG
Chinese Journal of Nosocomiology 2025;35(6):801-806
OBJECTIVE To explore the effect of fluconazole on proteomics of Trichosporon asahii so as to reveal the responding process of T.asahii to fluconazole stress and the resistance mechanisms to azoles on the protein level.METHODS T.asahii AS 2.2174 was chosen as the research subject,the minimum inhibitory concentration(MIC)of fluconazole was determined by broth microdilution assay.The protein abundance of T.asahii was detec-ted by means of tandem mass tag(TMT)technique combined with liquid chromatography-tandem mass spectrom-etry(LC-MS/MS)before and after the treatment with fluconazole(1× MIC).The differentially expressed pro-teins(DEPs)were identified based on the screening standards of fold change ≥1.20 or ≤0.83 and P<0.05.Gene ontlogy(GO)and Kyoto encyclopedia of genes and genomes(KEGG)enrichment analysis were performed for the DEPs so as to understand the biological property of the DEPs and the major biological pathways that the DEPs in-volved in.Finally,the targeted validation was carried out for the targeted differentially expressed proteins by using multiple reaction monitoring(MRM).RESULTS The MIC of fluconazole to T.asahii AS 2.2174 was 8 μg/ml.Totally 196 DEPs were identified,including 93 upregulated DEPs and 103 downregulated DEPs.The function en-richment analysis showed that the DEPs mainly participated in synthesis and metabolism of sterols,drug metabo-lism,stress response,energy metabolism and intertranslation.The targeted DEPs showed the consistent expres-sion trends in MRM target validation and TMT-LC-MS/MS.CONCLUSIONS The protein abundance of T.asahii has remarkable change under the fluconazole stress.The bioinformatics analysis reveals the complicated molecular mechanisms of T.asahii in response to the fluconazole stress,which may offer valuable ideas for understanding the drug resistance to azoles and developing new drug targets.
4.Progress of application of fully immersive virtual reality technology in limb function rehabilitation of stroke patients
Yue SONG ; Lian HE ; Qian LI ; Sihan BAN ; Jiamin WANG ; Huiling FENG
Chinese Journal of Practical Nursing 2025;41(13):1030-1035
Stroke is characterized by a high disability rate. After stroke, patients will have different degrees of limb dysfunction, which seriously affects their quality of life. In recent years, fully immersive virtual technology has been gradually applied at home and abroad to promote limb function rehabilitation of stroke patients. This paper reviews the technical components, application forms, application effects, prospects and challenges of fully immersive virtual reality technology in limb function rehabilitation of stroke patients, in order to provide theoretical basis for the subsequent application of fully immersive virtual reality technology to improve the level of limb function rehabilitation of stroke patients.
5.Efficacy of hip replacement in the treatment of intertrochanteric femoral fractures in older adult patients and its effect on human β-defensin 3 and N-arachidonoylethanolamine levels
Lei WANG ; Wujun YUAN ; Jiamin HE ; Bin LIU
Chinese Journal of Primary Medicine and Pharmacy 2025;32(9):1349-1354
Objective:To investigate the effects of hip replacement on human β-defensin 3 (HBd-3) and N-arachidonoylethanolamine (AEA) levels in older adult patients with intertrochanteric femoral fractures.Methods:This study was a retrospective analysis. A total of 110 older adult patients with intertrochanteric femoral fractures who received treatment at Xi'an Labor Union Hospital from March 2021 to December 2023. Based on the different treatment methods, patients were assigned to either the hip replacement group ( n = 55, hip replacement) or the control group ( n = 55, intramedullary nail fixation). The operation time, postoperative bed rest duration, hospital stay, and weight-bearing time were recorded for both groups. The levels of malondialdehyde, aldosterone, tumor necrosis factor-alpha, HBd-3, AEA, and calcitonin gene-related peptide were measured before and 3 days after surgery. Behaviors were evaluated using the 6-point behavioral rating scale before and 14 days after surgery. Hip function was evaluated using the Mayo hip function score before and 3 months after surgery. Complications were recorded for both groups. Results:The operation time in the hip replacement group was significantly longer than that in the control group [(75.58 ± 7.19) minutes vs. (60.03 ± 5.75) minutes, t = -12.53, P < 0.001]. However, postoperative bed rest duration, hospital stay, and weight-bearing time in the hip replacement group were (8.35 ± 1.63) days, (13.18 ± 2.32) days, and (6.19 ± 1.51) days, respectively, which were significantly shorter than those in the control group [(16.28 ± 2.02) days, (15.65 ± 3.15) days, (42.21 ± 6.67) days, t = 22.68, 4.68, 39.06, all P < 0.001]. The levels of malondialdehyde and aldosterone in the hip replacement group were (14.89 ± 3.06) U/L and (37.80 ± 3.80) ng/L, respectively, which were significantly lower than those in the control group [(16.73 ± 3.42) U/L, (40.85 ± 4.24) ng/L, t = 2.97, 3.97, both P < 0.05]. Additionally, the levels of tumor necrosis factor-α and HBd-3 in the hip replacement group were (18.85 ± 3.25) ng/L and (0.93 ± 0.15), respectively, which were significantly lower than those in the control group [(24.40 ± 4.43) ng/L, (1.22 ± 0.30), t = 7.49, 6.41, both P < 0.001]. The level of calcitonin gene-related peptide in the hip replacement group was significantly lower than that in the control group [(73.81 ± 12.26) ng/L vs. (89.39 ± 14.43) ng/L, t = 6.40, P < 0.001]. The level of anandamide in the hip replacement group was significantly higher than that in the control group [(112.65 ± 18.35) ng/L vs. (95.28 ± 14.07) ng/L, t = -5.57, P < 0.001]. The 6-point behavioral rating scale score in the hip replacement group was significantly lower than that in the control group [(1.05 ± 0.32) vs. (2.28 ± 0.67), t = 12.29, P < 0.05]. The Mayo hip function score for patients in the hip replacement group was significantly higher than that in the control group [(85.12 ± 4.33) vs. (79.38 ± 4.12), t = 7.12, P < 0.001]. The incidence of complications in the hip replacement group was significantly lower than that in the control group [1.82% (1/55) vs. 14.55% (8/55), χ2 = 4.36, P < 0.05]. Conclusions:Hip replacement therapy for older adult patients with intertrochanteric femoral fractures can shorten hospital stays, promote the reduction of postoperative stress responses and inflammation, downregulate HBd-3 and AEA levels, facilitate early functional rehabilitation, improve hip function, reduce complications, and enhance prognosis.
6.Progress of application of fully immersive virtual reality technology in limb function rehabilitation of stroke patients
Yue SONG ; Lian HE ; Qian LI ; Sihan BAN ; Jiamin WANG ; Huiling FENG
Chinese Journal of Practical Nursing 2025;41(13):1030-1035
Stroke is characterized by a high disability rate. After stroke, patients will have different degrees of limb dysfunction, which seriously affects their quality of life. In recent years, fully immersive virtual technology has been gradually applied at home and abroad to promote limb function rehabilitation of stroke patients. This paper reviews the technical components, application forms, application effects, prospects and challenges of fully immersive virtual reality technology in limb function rehabilitation of stroke patients, in order to provide theoretical basis for the subsequent application of fully immersive virtual reality technology to improve the level of limb function rehabilitation of stroke patients.
7.Proteomic analysis of Trichosporon asahii's response to fluconazole stress
Xin YANG ; Zhikuan XIA ; Junhong AO ; He ZHU ; Jijin LI ; Jiamin WU ; Lingzhi XU ; Rongya YANG
Chinese Journal of Nosocomiology 2025;35(6):801-806
OBJECTIVE To explore the effect of fluconazole on proteomics of Trichosporon asahii so as to reveal the responding process of T.asahii to fluconazole stress and the resistance mechanisms to azoles on the protein level.METHODS T.asahii AS 2.2174 was chosen as the research subject,the minimum inhibitory concentration(MIC)of fluconazole was determined by broth microdilution assay.The protein abundance of T.asahii was detec-ted by means of tandem mass tag(TMT)technique combined with liquid chromatography-tandem mass spectrom-etry(LC-MS/MS)before and after the treatment with fluconazole(1× MIC).The differentially expressed pro-teins(DEPs)were identified based on the screening standards of fold change ≥1.20 or ≤0.83 and P<0.05.Gene ontlogy(GO)and Kyoto encyclopedia of genes and genomes(KEGG)enrichment analysis were performed for the DEPs so as to understand the biological property of the DEPs and the major biological pathways that the DEPs in-volved in.Finally,the targeted validation was carried out for the targeted differentially expressed proteins by using multiple reaction monitoring(MRM).RESULTS The MIC of fluconazole to T.asahii AS 2.2174 was 8 μg/ml.Totally 196 DEPs were identified,including 93 upregulated DEPs and 103 downregulated DEPs.The function en-richment analysis showed that the DEPs mainly participated in synthesis and metabolism of sterols,drug metabo-lism,stress response,energy metabolism and intertranslation.The targeted DEPs showed the consistent expres-sion trends in MRM target validation and TMT-LC-MS/MS.CONCLUSIONS The protein abundance of T.asahii has remarkable change under the fluconazole stress.The bioinformatics analysis reveals the complicated molecular mechanisms of T.asahii in response to the fluconazole stress,which may offer valuable ideas for understanding the drug resistance to azoles and developing new drug targets.
8.Efficacy of hip replacement in the treatment of intertrochanteric femoral fractures in older adult patients and its effect on human β-defensin 3 and N-arachidonoylethanolamine levels
Lei WANG ; Wujun YUAN ; Jiamin HE ; Bin LIU
Chinese Journal of Primary Medicine and Pharmacy 2025;32(9):1349-1354
Objective:To investigate the effects of hip replacement on human β-defensin 3 (HBd-3) and N-arachidonoylethanolamine (AEA) levels in older adult patients with intertrochanteric femoral fractures.Methods:This study was a retrospective analysis. A total of 110 older adult patients with intertrochanteric femoral fractures who received treatment at Xi'an Labor Union Hospital from March 2021 to December 2023. Based on the different treatment methods, patients were assigned to either the hip replacement group ( n = 55, hip replacement) or the control group ( n = 55, intramedullary nail fixation). The operation time, postoperative bed rest duration, hospital stay, and weight-bearing time were recorded for both groups. The levels of malondialdehyde, aldosterone, tumor necrosis factor-alpha, HBd-3, AEA, and calcitonin gene-related peptide were measured before and 3 days after surgery. Behaviors were evaluated using the 6-point behavioral rating scale before and 14 days after surgery. Hip function was evaluated using the Mayo hip function score before and 3 months after surgery. Complications were recorded for both groups. Results:The operation time in the hip replacement group was significantly longer than that in the control group [(75.58 ± 7.19) minutes vs. (60.03 ± 5.75) minutes, t = -12.53, P < 0.001]. However, postoperative bed rest duration, hospital stay, and weight-bearing time in the hip replacement group were (8.35 ± 1.63) days, (13.18 ± 2.32) days, and (6.19 ± 1.51) days, respectively, which were significantly shorter than those in the control group [(16.28 ± 2.02) days, (15.65 ± 3.15) days, (42.21 ± 6.67) days, t = 22.68, 4.68, 39.06, all P < 0.001]. The levels of malondialdehyde and aldosterone in the hip replacement group were (14.89 ± 3.06) U/L and (37.80 ± 3.80) ng/L, respectively, which were significantly lower than those in the control group [(16.73 ± 3.42) U/L, (40.85 ± 4.24) ng/L, t = 2.97, 3.97, both P < 0.05]. Additionally, the levels of tumor necrosis factor-α and HBd-3 in the hip replacement group were (18.85 ± 3.25) ng/L and (0.93 ± 0.15), respectively, which were significantly lower than those in the control group [(24.40 ± 4.43) ng/L, (1.22 ± 0.30), t = 7.49, 6.41, both P < 0.001]. The level of calcitonin gene-related peptide in the hip replacement group was significantly lower than that in the control group [(73.81 ± 12.26) ng/L vs. (89.39 ± 14.43) ng/L, t = 6.40, P < 0.001]. The level of anandamide in the hip replacement group was significantly higher than that in the control group [(112.65 ± 18.35) ng/L vs. (95.28 ± 14.07) ng/L, t = -5.57, P < 0.001]. The 6-point behavioral rating scale score in the hip replacement group was significantly lower than that in the control group [(1.05 ± 0.32) vs. (2.28 ± 0.67), t = 12.29, P < 0.05]. The Mayo hip function score for patients in the hip replacement group was significantly higher than that in the control group [(85.12 ± 4.33) vs. (79.38 ± 4.12), t = 7.12, P < 0.001]. The incidence of complications in the hip replacement group was significantly lower than that in the control group [1.82% (1/55) vs. 14.55% (8/55), χ2 = 4.36, P < 0.05]. Conclusions:Hip replacement therapy for older adult patients with intertrochanteric femoral fractures can shorten hospital stays, promote the reduction of postoperative stress responses and inflammation, downregulate HBd-3 and AEA levels, facilitate early functional rehabilitation, improve hip function, reduce complications, and enhance prognosis.
9.Comparison of predictive performance of three machine learning algorithms for frailty risk in elderly heart failure patients
Xin ZHANG ; Xuemei ZHOU ; Meng LI ; Jiamin TANG ; Danni MA ; Hong HE
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(10):1330-1334
Objectives To construct frailty risk prediction models based on logistic regression anal-ysis,decision tree and random forest algorithm in elderly patients with heart failure(HF),and to compare the predictive performance of three models.Methods A total of 426 elderly HF patients hospitalized in the Affiliated Hospital of Nantong University from September 2022 to October 2023 were selected using convenience sampling.Based on the results of frailty assessment,194 of them were classified into the frail group and the other 232 into the non-frail group.The 426 patients were divided into training(299 casses)and testing sets(127 cases)in a 7∶3 ratio.Three prediction models were then constructed in the training set,while the test set was used to validate the results.Area under curve and confusion matrix were used to measure performance of the mod-els.The optimal model was then selected by evaluating the performance on the testing set.Results The area under curve value of the logistic regression model,decision tree model and random forest model in the testing set was 0.898,0.825 and 0.903,with a classification accuracy of 84.25%,77.95%and 83.46%,a sensitivity of 82.76%,68.97%and 82.76%,a specificity of 85.51%,85.51%and 84.06%,a positive predictive value of 82.76%,80.00%and 81.36%,and a negative predictive value of 85.51%,76.62%and 85.29%,respectively.The factors that ultimately affecting frailty in elderly HF patients were age,left atrial diameter,depression,albumin,physical activity level and social support.Conclusion Among the three prediction models,the logistic regression model demonstrates best predictive performance for frailty risk in elderly HF patients than the decision tree and random forest models.
10.Resveratrol treats peri-implantitis in mice via inhibiting the MAPKs/NF-κB signaling pathway
Senq-Ing LIU ; Hua ZHANG ; Yanyan CHEN ; Haipeng HE ; Jiamin HUANG ; Jingyi YUAN ; Tianyong HU ; Ruitian DU
Journal of Prevention and Treatment for Stomatological Diseases 2024;32(11):845-852
Objective To investigate the effect of resveratrol(RSV)in the treatment of peri-implantitis in a murine model and its effect on nuclear factor kappa-B(NF-κB)signaling and mitogen-activated protein kinase(MAPKs)signal-ing.Methods This study has been reviewed and approved by the Ethics.After extracting the right maxillary molars of 40 C57BL/6 mice and allowing them to heal naturally for 8 weeks,implants were implanted at the site of the first molar.The mice were randomly divided into a control group,a mouse peri implantitis model group,a low-dose group of 20 mg/kg resveratrol(RSV-L),and a high-dose group of 40 mg/kg resveratrol(RSV-H).After 4 weeks of implant implantation,a silk thread ligation induced peri implantitis model was established in all mice except for the control group.The model group received intervention with physiological saline by gavage,while the drug group received intervention with resvera-trol by gavage for 6 consecutive weeks.After 6-week treatment,observe the swelling of the gums around the implant and measure the bone resorption around the mouse implant using micro CT.Enzyme linked immunosorbent assay(ELISA)was used to detect the levels of tumor necrosis factor alpha(TNF-α)and interleukin-6(IL-6)in gingival crevicular fluid.HE staining was used to observe the infiltration of inflammatory cells in the surrounding tissues of mouse implants.Pro-tein expression level and phosphorylation level of extracellular regulated protein kinases(ERK),p-ERK,c-Jun N-termi-nal kinase(JNK),p-JNK,p38 mitogen activated protein kinase(p38 MAPK),p-p38MAPK,nuclear factor kappa-B(NF-κB),p-NF-κB,nuclear factor-κB inhibitory protein(IκBα),p-IκBα in MAPKs/NF-κB signaling pathway were detected by Western blot(WB).Results Resveratrol group showed reduced tissue edema and decreased alveolar bone resorp-tion.Among them,the high-dose resveratrol group had lighter tissue edema and weaker bone resorption compared to the low-dose group.The micro CT results showed that significant changes in the bone level around the implant were observed in the model group mice at four sites:proximal,distal,buccal,and palatal.High dose resveratrol intervention reduced al-veolar bone resorption(P<0.05);compared with the low-dose group,the high-dose group showed a decrease in palatal bone resorption(P<0.05),while there was no significant difference in absorption between the mesial,distal,and buccal sides(P>0.05).The ELISA results showed that compared with the model group,the levels of TNF-α and IL-6 in the gingival crevicular fluid of mice in the low-dose and high-dose resveratrol groups were lower(P<0.05).The IL-6 in the gingival crevicular fluid of mice in the high-dose resveratrol group was lower than that in the low-dose group(P<0.05).However,there was no significant difference in TNF-α levels between the two groups.HE staining showed a decrease in inflammatory cell infiltration in mice after treatment with resveratrol.The WB results showed that compared with the con-trol group,the expression levels of p-Erk,p-JNK,p-p38MAPK,p-IκA,and p-NF-κB phosphorylated proteins in the gingi-val tissue of the model group mice were significantly increased(P<0.01).The resveratrol treatment group significantly inhibited the phosphorylation of p-Erk,p-JNK,p-p38MAPK,p-IκA,and p-NF-κB proteins.Compared with the low-dose group,the high-dose group inhibited the phosphorylation of MAPKs/NF-κB signaling pathway related proteins more sig-nificantly(P<0.05).Conclusion Resveratrol protect ligature induced peri-implantitis murine model,which may be re-lated to its inhibition of phosphorylation of MAPKs/NF-κB pathway.


Result Analysis
Print
Save
E-mail