1.Therapeutic potential of bioactive substances secreted by dental mesenchymal stem cells for bone repair
Zhaowei ZHANG ; Ouzile CHEN ; Mingru BAI ; Chenglin WANG
Chinese Journal of Tissue Engineering Research 2026;30(1):163-174
BACKGROUND:Dental mesenchymal stem cells are considered a promising source for bone tissue repair due to their high proliferation potential,osteogenic differentiation capacity,and immunomodulatory properties.However,some allogeneic applications of stem cells still have potential carcinogenic effects and immune rejection risks.Recently,studies have highlighted the paracrine effects mediated by secretions from dental mesenchymal stem cells in bone tissue repair.These secretions include the soluble factors and extracellular vesicles.OBJECTIVE:To review the research progress of dental mesenchymal stem cells in repairing bone defects through paracrine effects.METHODS:Using search terms"dental mesenchymal stem cell,paracrine,osteogenesis,conditioned medium,extracellular vesicle"in Chinese and English,relevant literature published between 2019 and 2024 was retrieved from databases including CNKI,PubMed,and Elsevier ScienceDirect.A total of 104 studies were ultimately selected for this review.RESULTS AND CONCLUSION:(1)Dental mesenchymal stem cells-conditioned medium contains multiple bioactive factors beneficial for bone repair.These factors directly promote bone formation through regulatory agents such as osteocalcin,osteopontin,bone morphogenetic protein,and dentin sialophosphoprotein.They also play an indirect promoting role in bone tissue repair through neurotrophic factors,vascular endothelial growth factor,and immunomodulatory and anti-inflammatory agents.(2)Dental derived mesenchymal stem cell-derived extracellular vesicles not only contain some cytokines from dental conditioned medium,but also various miRNAs,which promote bone repair by directly promoting osteogenesis,angiogenesis,regulating immune cells,and inflammation control.These extracellular vesicles can be engineered within different scaffold materials to achieve controlled or sustained release,enhancing therapeutic efficacy.
2.Therapeutic efficacy of extracorporeal shock wave therapy in the upper trapezius muscle area combined with exercise control training in patients with chronic non-specific neck pain
Haojing LI ; Xin WANG ; Chenglin SONG ; Shengnan ZHANG ; Yunxin CHEN
Chinese Journal of Tissue Engineering Research 2026;30(5):1162-1170
BACKGROUND:The incidence rate of chronic non-specific neck pain is high and the etiology is unknown.Myofascial pain and deep cervical flexor atrophy are the key factors.Extracorporeal shockwave therapy can improve microcirculation,relieve local pain,and delay the degenerative development of the cervical spine,while motion control training can significantly improve neck muscle strength and endurance and reduce neck pain.However,both methods have limited effectiveness when applied individually.OBJECTIVE:To explore the therapeutic efficacy of extracorporeal shock wave intervention combined with motion control training at the upper trapezius muscle on chronic non-specific neck pain.METHODS:Forty-two patients with chronic non-specific neck pain recruited from Shenyang Sport University were randomly divided into three groups:a shock wave group(n=14),in which extracorporeal shockwave intervention at the upper trapezius muscle was given for 10-15 minutes,once a week for 4 weeks;a training group(n=14),in which motion control training was given for 40-50 minutes,three times a week for 4 weeks;and a combination group(n=14),in which extracorporeal shockwave intervention at the upper trapezius muscle combined with motion control training was performed for 4 weeks.Patients were assessed for pain intensity,cervical spine function,upper trapezius muscle thickness,hemodynamic parameters,and serum interleukin 6 and tumor necrosis factor α levels before intervention,1 week and 4 weeks after intervention.RESULTS AND CONCLUSION:(1)Compared with the pre-intervention period,the visual analogue scale scores and neck disability index in the three groups were lower after 1 and 4 weeks of intervention(P<0.05),and the visual analogue scale scores and neck disability index in the combination group were lower than those of the shock wave group and the training group(P<0.05).(2)Compared with the pre-intervention period,the upper trapezius thickness increased in the training group and the combination group after 4 weeks of intervention(P<0.05);the upper trapezius thickness was greater in the combination group than in the shock wave group and the training group after 4 weeks of intervention(P<0.05).(3)The shock wave group and the combination group had an increase in the peak systolic velocity of the ascending segment of the transverse carotid artery(P<0.05)and a decrease in the resistance index(P<0.05)after 1 and 4 weeks of intervention,while the training group showed an increase in the peak systolic velocity of the ascending segment of the transverse carotid artery(P<0.05)and a decrease in the resistance index(P<0.05)after 4 weeks of intervention.The peak systolic velocity of the ascending segment of the transverse carotid artery in the combination group was higher(P<0.05)and the resistance index was lower(P<0.05)than those in the shockwave group and the training group after 1 and 4 weeks of intervention.(4)Compared with the pre-intervention period,the levels of interleukin 6 and tumor necrosis factor α were reduced in the shock wave and combination groups after 1 and 4 weeks of intervention(P<0.05),and in the training group after 4 weeks of intervention(P<0.05).After 1 and 4 weeks of intervention,the levels of interleukin 6 and tumor necrosis factor α were lower in the combination group than in the shock wave group and the training group(P<0.05).To conclude,extracorporeal shock wave combined with motion control training for chronic non-specific neck pain significantly reduces pain and improves neck function,and the mechanism of action may be to promote the blood flow velocity at the trigger point,reduce blood flow resistance,reduce the serum levels of interleukin 6 and tumor necrosis factor α,and increase the thickness of the upper trapezius muscle.
3.Therapeutic efficacy of extracorporeal shock wave therapy in the upper trapezius muscle area combined with exercise control training in patients with chronic non-specific neck pain
Haojing LI ; Xin WANG ; Chenglin SONG ; Shengnan ZHANG ; Yunxin CHEN
Chinese Journal of Tissue Engineering Research 2026;30(5):1162-1170
BACKGROUND:The incidence rate of chronic non-specific neck pain is high and the etiology is unknown.Myofascial pain and deep cervical flexor atrophy are the key factors.Extracorporeal shockwave therapy can improve microcirculation,relieve local pain,and delay the degenerative development of the cervical spine,while motion control training can significantly improve neck muscle strength and endurance and reduce neck pain.However,both methods have limited effectiveness when applied individually.OBJECTIVE:To explore the therapeutic efficacy of extracorporeal shock wave intervention combined with motion control training at the upper trapezius muscle on chronic non-specific neck pain.METHODS:Forty-two patients with chronic non-specific neck pain recruited from Shenyang Sport University were randomly divided into three groups:a shock wave group(n=14),in which extracorporeal shockwave intervention at the upper trapezius muscle was given for 10-15 minutes,once a week for 4 weeks;a training group(n=14),in which motion control training was given for 40-50 minutes,three times a week for 4 weeks;and a combination group(n=14),in which extracorporeal shockwave intervention at the upper trapezius muscle combined with motion control training was performed for 4 weeks.Patients were assessed for pain intensity,cervical spine function,upper trapezius muscle thickness,hemodynamic parameters,and serum interleukin 6 and tumor necrosis factor α levels before intervention,1 week and 4 weeks after intervention.RESULTS AND CONCLUSION:(1)Compared with the pre-intervention period,the visual analogue scale scores and neck disability index in the three groups were lower after 1 and 4 weeks of intervention(P<0.05),and the visual analogue scale scores and neck disability index in the combination group were lower than those of the shock wave group and the training group(P<0.05).(2)Compared with the pre-intervention period,the upper trapezius thickness increased in the training group and the combination group after 4 weeks of intervention(P<0.05);the upper trapezius thickness was greater in the combination group than in the shock wave group and the training group after 4 weeks of intervention(P<0.05).(3)The shock wave group and the combination group had an increase in the peak systolic velocity of the ascending segment of the transverse carotid artery(P<0.05)and a decrease in the resistance index(P<0.05)after 1 and 4 weeks of intervention,while the training group showed an increase in the peak systolic velocity of the ascending segment of the transverse carotid artery(P<0.05)and a decrease in the resistance index(P<0.05)after 4 weeks of intervention.The peak systolic velocity of the ascending segment of the transverse carotid artery in the combination group was higher(P<0.05)and the resistance index was lower(P<0.05)than those in the shockwave group and the training group after 1 and 4 weeks of intervention.(4)Compared with the pre-intervention period,the levels of interleukin 6 and tumor necrosis factor α were reduced in the shock wave and combination groups after 1 and 4 weeks of intervention(P<0.05),and in the training group after 4 weeks of intervention(P<0.05).After 1 and 4 weeks of intervention,the levels of interleukin 6 and tumor necrosis factor α were lower in the combination group than in the shock wave group and the training group(P<0.05).To conclude,extracorporeal shock wave combined with motion control training for chronic non-specific neck pain significantly reduces pain and improves neck function,and the mechanism of action may be to promote the blood flow velocity at the trigger point,reduce blood flow resistance,reduce the serum levels of interleukin 6 and tumor necrosis factor α,and increase the thickness of the upper trapezius muscle.
4.Therapeutic potential of bioactive substances secreted by dental mesenchymal stem cells for bone repair
Zhaowei ZHANG ; Ouzile CHEN ; Mingru BAI ; Chenglin WANG
Chinese Journal of Tissue Engineering Research 2026;30(1):163-174
BACKGROUND:Dental mesenchymal stem cells are considered a promising source for bone tissue repair due to their high proliferation potential,osteogenic differentiation capacity,and immunomodulatory properties.However,some allogeneic applications of stem cells still have potential carcinogenic effects and immune rejection risks.Recently,studies have highlighted the paracrine effects mediated by secretions from dental mesenchymal stem cells in bone tissue repair.These secretions include the soluble factors and extracellular vesicles.OBJECTIVE:To review the research progress of dental mesenchymal stem cells in repairing bone defects through paracrine effects.METHODS:Using search terms"dental mesenchymal stem cell,paracrine,osteogenesis,conditioned medium,extracellular vesicle"in Chinese and English,relevant literature published between 2019 and 2024 was retrieved from databases including CNKI,PubMed,and Elsevier ScienceDirect.A total of 104 studies were ultimately selected for this review.RESULTS AND CONCLUSION:(1)Dental mesenchymal stem cells-conditioned medium contains multiple bioactive factors beneficial for bone repair.These factors directly promote bone formation through regulatory agents such as osteocalcin,osteopontin,bone morphogenetic protein,and dentin sialophosphoprotein.They also play an indirect promoting role in bone tissue repair through neurotrophic factors,vascular endothelial growth factor,and immunomodulatory and anti-inflammatory agents.(2)Dental derived mesenchymal stem cell-derived extracellular vesicles not only contain some cytokines from dental conditioned medium,but also various miRNAs,which promote bone repair by directly promoting osteogenesis,angiogenesis,regulating immune cells,and inflammation control.These extracellular vesicles can be engineered within different scaffold materials to achieve controlled or sustained release,enhancing therapeutic efficacy.
5.Empirical and modified hemostatic resuscitation for liver blast injury combined with seawater immersion: A preliminary study.
Haoyang YANG ; Chenglin DAI ; Dongzhaoyang ZHANG ; Can CHEN ; Zhao YE ; Xin ZHONG ; Yijun JIA ; Renqing JIANG ; Wenqiong DU ; Zhaowen ZONG
Chinese Journal of Traumatology 2025;28(3):220-225
PURPOSE:
To compare the effects of empirical and modified hemostatic resuscitation for liver blast injury combined with seawater immersion.
METHODS:
Thirty rabbits were subjected to liver blast injury combined with seawater immersion, and were then divided into 3 groups randomly (n = 10 each): group A (no treatment after immersion), group B (empirical resuscitation with 20 mL hydroxyethyl starch, 50 mg tranexamic acid, 25 IU prothrombin complex concentrate and 50 mg/kg body weight fibrinogen concentrate), and group C (modified resuscitation with additional 10 IU prothrombin complex concentrate and 20 mg/kg body weight fibrinogen concentrate based on group B). Blood samples were gathered at specified moments for assessment of thromboelastography, routine coagulation test, and biochemistry. Mean arterial pressure, heart rate, and survival rate were also documented at each time point. The Kolmogorov-Smirnov test was used to examine the normality of data distribution. Multigroup comparisons were conducted with one-way ANOVA.
RESULTS:
Liver blast injury combined with seawater immersion resulted in severe coagulo-fibrinolytic derangement as indicated by prolonged prothrombin time (s) (11.53 ± 0.98 vs. 7.61 ± 0.28, p<0.001), activated partial thromboplastin time (APTT) (s) (33.48 ± 6.66 vs. 18.23 ± 0.89, p<0.001), reaction time (R) (min) (5.85 ± 0.96 vs. 2.47 ± 0.53, p<0.001), decreased maximum amplitude (MA) (mm) (53.20 ± 5.99 vs. 74.92 ± 5.76, p<0.001) and fibrinogen concentration (g/L) (1.19 ± 0.29 vs. 1.89 ± 0.32, p = 0.003), and increased D-dimer concentration (mg/L) (0.38 ± 0.32 vs. 0.05 ± 0.03, p = 0.005). Both empirical and modified hemostatic resuscitation could improve the coagulo-fibrinolytic states and organ function, as indicated by shortened APTT and R values, decreased D-dimer concentration, increased fibrinogen concentration and MA values, lower concentration of blood urea nitrogen and creatine kinase-MB in group B and group C rabbits in comparison to that observed in group A. Further analysis found that the R values (min) (4.67 ± 0.84 vs. 3.66 ± 0.98, p = 0.038), APTT (s) (23.16 ± 2.75 vs. 18.94 ± 1.05, p = 0.001), MA (mm) (60.10 ± 4.74 vs. 70.21 ± 3.01, p < 0.001), and fibrinogen concentration (g/L) (1.68 ± 0.21 vs. 1.94 ± 0.16, p = 0.013) were remarkably improved in group C than in group B at 2 h and 4 h after injury. In addition, the concentration of blood urea nitrogen (mmol/L) (24.11 ± 1.96 vs. 21.00 ± 3.78, p = 0.047) and creatine kinase-MB (U/L) (85.50 ± 13.60 vs. 69.74 ± 8.56, p = 0.013) were lower in group C than in group B at 6 h after injury. The survival rates in group B and group C were significantly higher than those in group A at 4 h and 6 h after injury (p < 0.001), however, there were no statistical differences in survival rates between group B and group C at each time point.
CONCLUSIONS
Modified hemostatic resuscitation could improve the coagulation parameters and organ function better than empirical hemostatic resuscitation.
Animals
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Rabbits
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Resuscitation/methods*
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Liver/injuries*
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Seawater
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Blast Injuries/therapy*
;
Fibrinogen/administration & dosage*
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Male
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Tranexamic Acid/administration & dosage*
;
Immersion
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Hydroxyethyl Starch Derivatives/administration & dosage*
6.Resuscitation effect of novel lyophilized platelets combined with lactated Ringer's solution in rabbits with hemorrhagic shock and seawater immersion
Chenglin DAI ; Wenqiong DU ; Ting TANG ; Haoyang YANG ; Liyuan CHEN ; Dongzhaoyang ZHANG ; Xin ZHONG ; Renqing JIANG ; Can CHEN ; Yijun JIA ; Zhaowen ZONG ; Bo HU
Journal of Army Medical University 2025;47(8):756-765
Objective To evaluate the resuscitation efficacy of novel lyophilized platelets(LP,thrombin-stimulated platelets)combined with lactated Ringer's(LR)solution in rabbits with hemorrhagic shock and seawater immersion.Methods Fifty rabbits were randomly assigned to 5 groups(Groups A,B,C,D and E,n=10).After all rabbits were anesthetized with 3%pentobarbital sodium at a dose of 1 mL/kg,soft tissue injury was inflicted in the left lower limb.The blood loss from the soft tissue injury was quantified after gauze hemostasis.The right lower limb was subjected to femoral artery catheterization,followed by blood withdrawal equivalent to 26%of the total blood volume of the rabbit.The rabbits were then vertically immersed in 3%artificial seawater,with the water level reaching above the xiphoid process,and were retrieved in 15 min later.Resuscitation strategies were applied to the rabbits from different group:Group A(no resuscitation),Group B(resuscitation with LR solution),Group C(resuscitation with LR solution and fresh platelets),Group D(resuscitation with LR solution and LP),and Group E(resuscitation with LR solution and novel LP).Coagulation function test,routine blood test,blood gas analysis,and thromboelastography were conducted at baseline and at 1,2 and 4 h after injury.Results The LP and rabbit model of hemorrhagic shock and seawater immersion were successfully prepared.At 1 h after injury,the mean arterial pressure(MAP)of Groups C,D and E(infused with platelet preparations)was significantly higher than that of Group A(without resuscitation,P<0.05);the lactate(Lac)content of Group C was obviously lower than that of Groups A and B(P<0.05);the base excess(BE)and blood urea nitrogen(BUN)levels of Groups C,D and E were notably lower than those of Groups A and B(P<0.05);and the prothrombin time(PT)of Group A was significantly longer than that of before injury(P<0.05).At 2 h after injury,the MAP of Groups C and D was significantly higher than that of Groups A and B,and that of Group E was notably higher than that of Group A(P<0.05);the Lac content of Groups C and E was obviously lower than that of Groups A and B,while that of Group D was also lower than that of Group A(P<0.05);the BE and BUN levels of Groups C,D and E were remarkably lower than those of Groups A and B(P<0.05);the maximum amplitude(MA)value of Group C was higher than that of Group A,while the value of Groups A and D at this time was significantly lower than the corresponding value before injury(P<0.05);and the activated partial clotting time(APTT)of Groups A and D was statistically longer than the corresponding baseline time(P<0.05).At 4 h after injury,the MAP of Groups C,D,and E was higher than that of Groups A and B,and that of Group B was higher than that of Group A(P<0.05);the Lac and BUN levels of Groups C,D,and E were lower than those of Groups A and B(P<0.05);the BE level of Groups C and D were lower than those of Groups A and B(P<0.05);the MA value of Groups B,C,and E were higher than those of Group A(P<0.05),while the MA value and APTT value of Groups A and D were significantly lower than their corresponding baseline values(P<0.05).Conclusion For rabbits with hemorrhagic shock and seawater immersion,the novel LP combined with LR solution can significantly increase the MAP level,reduce Lac content,and sustainably maintain blood clot firmness and coagulation function.
7.Roles of IgG1 and IgG2a subtypes in anti-glycoprotein Ⅰbα antibody-induced platelet clearance
Sai ZHANG ; Yue XIA ; Honglei YE ; Kangxi ZHOU ; Chenglin SUN ; Mengxing CHEN ; Kesheng DAI ; Rong YAN
Chinese Journal of Hematology 2025;46(6):558-563
Objective:To investigate the role of the IgG subtypes (IgG1 and IgG2a) in anti-glycoprotein (GP) Ⅰbα antibody-induced platelet clearance.Methods:Venous blood was collected from healthy volunteers, and platelets were separated. The phagocytosis of human platelets by human acute monocytic leukemia cells (THP-1 cells) induced by different anti-GPⅠbα antibodies (AN51, AK2, HIP1, TM60, VM16d, WM23, and SZ2) was detected by flow cytometry. The effects of the AN51 full-length antibody, F (ab') 2, and Fab fragments on platelet phagocytosis by THP-1 cells were detected by flow cytometry. Then, the Fc blocking antibody 2.4G2 and normal rat IgG2a or IgG1 were injected into C57BL/6J mice via the posterior ocular vein, and their effects on platelet reduction induced by R300 were detected by a hematology analyzer. Results:Compared with IgG1, the IgG2a subtype of anti-GPⅠbα antibodies induced the phagocytosis of platelets by THP-1 cells in vitro ( P<0.05). In contrast to the AN51 full-length antibody, neither AN51 F (ab') 2 nor the Fab fragment could induce THP-1 cells to phagocytose platelets ( P<0.05). Compared with the control group, anti-mouse GPⅠbα R300-induced thrombocytopenia in mice was reduced at 2, 4, and 6 h after the injection of Fc blocking antibody 2.4G2 ( P<0.05). Similarly, R300-induced thrombocytopenia in mice was reduced at 2, 4, and 6 h after the injection of rat IgG2a ( P<0.05) . Conclusion:IgG2a plays an important role in anti-GPⅠbα-induced clearance.
8.Syndrome Differentiation and Treatment of Atrial Fibrillation based on the Holistic View of "Spleen-Vessels-Heart-Spirit"
Yihang DU ; Chenglin DUAN ; Xueping ZHU ; Meng LYU ; Jiafan CHEN ; Yi WEI ; Yuanhui HU
Journal of Traditional Chinese Medicine 2025;66(1):89-92
Based on the holistic view of "spleen-vessels-heart-spirit" system, this article explores the pathogenesis and progression of atrial fibrillation. It is proposed that the onset of atrial fibrillation is due to failure of the spleen to transport and disharmony of blood vessels; phlegm and blood stasis obstructing the collaterals and damage to the heart structure are the basis of its pathogenesis; the unclear mind and disorder of body and spirit are the causes of its progression. Based on the characteristics of pathological changes in different stages of the disease, it is proposed that early treatment should focus on restoring the middle jiao, clearing and promoting blood vessels, using modified Yigong Powder (异功散); during the progression of the disease, treatment should remove blood stasis and phlegm, nourish heart and protect the pulse, using self-prescribed modified Mengshi Tongmai Decoction (礞石通脉汤); meanwhile, calming mind and stabilizing palpitations, and regulating spirit should be sequentially incorporated, with self-prescribed Jiazao Ningmai Decoction (甲枣宁脉汤) or Shenying Dingji Decoction (参英定悸汤) and modified as appropriate. Clinical treatment should focus on the whole disease course of atrial fibrillation, implementing stage-based treatments to enable early intervention and holistic regulation.
9.Development and validation of a predictive model for postoperative blood pressure outcomes in primary aldosteronism based on CYP11B2 gene polymorphism
Qiangfeng FU ; Yongjia CHEN ; Shengtao ZENG ; Haoxiang XU ; Chenglin YANG ; Yue YANG ; Zhi CAO ; Wei WANG
Chinese Journal of Urology 2025;46(7):529-536
Objective:To construct and validate a clinical model combining CYP11B2 gene polymorphisms with clinical parameters to predict complete postoperative hypertension remission in primary aldosteronism patients.Methods:The clinical data of a total of 116 patients with primary aldosteronism who underwent unilateral adrenalectomy from April 2018 to August 2024 were retrospectively included. There were 63 males and 53 females,with a body mass index(BMI)of(25.50 ± 2.03)kg/m 2. Genomic DNA was extracted from venous blood leukocytes before surgery,and polymerase chain reaction-restriction fragment length polymorphisms(PCR-RFLP)were used to detect CYP11B2(rs1799998)promoter region 344(C > T)base substitution. The follow-up duration was more than 6 months,with the following parameters recorded at the last follow-up:plasma aldosterone,renin,serum potassium,and sodium levels. Blood pressure progression and antihypertensive medication usage were also assessed. The postoperative outcome was determined according to the Primary Aldosteronism Surgical Outcome score(PASO)for primary aldosteronism,and the specific criteria were as follows. ① Clinical complete remission:the patient's blood pressure returned to normal(< 140/90 mmHg,1 mmHg = 0.133 kPa)and all antihypertensive drugs were discontinued;②Partial clinical remission:blood pressure returns to normal,and the number or dose of antihypertensive drugs is reduced compared with before;③Clinical non-remission:blood pressure does not drop and antihypertensive drugs do not change or increase compared with before surgery. Patients were divided into complete and incomplete remission groups. The chi-square test was used for univariate analysis,followed by binary logistic forward conditional regression for multivariate analysis,and a variety of machine learning algorithms such as random forest,logistic regression,support vector machine and gradient lifter were integrated,and the results of multivariate analysis were included to construct a postoperative blood pressure outcome model,and the predictive performance of the model was evaluated by using receiver operating characteristic(ROC)curve,calibration curve and clinical decision curve. Results:The PCR-RFLP detection results of 116 cases showed the genotype distribution of CYP11B2(344C > T)(rs1799998)as follows:CC type in 50 cases(43.1%),CT type in 46 cases(39.7%),and TT type in 20 cases(17.3%). There were 74 cases in the complete remission group and 42 cases in the incomplete remission group,and the rate of complete remission with hypertension at the end of the operation was 63.8%. Univariate analysis showed that the the differences between complete remission group and incomplete remission group in body mass index[(24.27 ± 2.90)kg/m 2 vs.(26.98 ± 3.17)kg/m 2, P<0.001],preoperative hypertension grade(grade 1/2/3:29/29/16 cases vs. 9/13/20 cases, P = 0.012),preoperative antihypertensive drugs(0/1/≥ 2:25/32/17 cases vs. 7/15/20 cases, P = 0.016),and CYP11B2(344C > T)(CC/TT + CT:39/35 cases vs. 11/31 cases, P = 0.006)were statistically significant. Multivariate analysis showed that the type of preoperative antihypertensive drugs[≥ 2: OR = 5.26(95% CI 1.12?24.61, P = 0.016;1: OR = 4.55(95% CI 1.23?22.47), P = 0.025]was the strongest independent predictor,followed by CYP11B2(344C > T)[ OR = 4.02(95% CI 1.16?13.82), P = 0.028]and BMI[ OR = 3.96(95% CI 2.26?6.92), P < 0.001]. Comparing the receiver operating feature(ROC)curves of the four types of machine learning models,the best model was the support vector machine model with an area under the curve(AUC)of 0.88(95% CI 0.82?0.95),followed by the gradient elevator model of 0.83(95% CI 0.76?0.91),the logistic regression model of 0.78(95% CI 0.68?0.88),and the random forest model of 0.77(95% CI 0.68?0.86). The optimal threshold of the Yoden index of the support vector machine model was 0.588,with a sensitivity of 78.5% and a specificity of 86.5%. The clinical decision curve and calibration curve show that the support vector machine model has a higher net benefit and acceptable stability and reliability. Conclusions:The support vector machine model incorporating CYP11B2 gene polymorphisms,BMI,and types of preoperative antihypertensive medications could effectively predict postoperative hypertension remission in primary aldosteronism patients,providing new evidence for personalized treatment strategies
10.Construction and validation of a risk prediction model for delayed medical treatment in patients with acute myocardial infarction
Yuanfeng XU ; Chenglin ZHANG ; Xuemei LI ; Xiaoyan LI ; Wu CHEN
China Modern Doctor 2025;63(10):16-19,33
Objective To construct a risk prediction model for delayed medical treatment in patients with acute myocardial infarction(AMI),and to evaluate the predictive performance of the model.Methods Convenience sampling method was used to select 219 patients with AMI who were hospitalized in Yancheng Third People's Hospital from March 2023 to May 2024 as investigation objects.The patients with AMI were divided into delayed group(n=106)and undelayed group(n=1 13)with the 6-hour interval.Logistic regression analysis was used to establish a risk prediction model for AMI patients with delayed medical treatment.Hosmer-Lemeshow test and receiver operating characteristic curve were used to evaluate the goodness of fit and prediction ability of the model.Results Binary Logistic regression analysis showed that age,unknown heart disease at the time of onset,first chest pain and low score of brief health literacy screen were all risk factors for delayed medical treatment in AMI patients(P<0.05).The model predicted that the area under the curve of AMI patients with delayed hospitalization was 0.771,the Youden index was 0.562,the optimal cutoff value was 0.514,and the sensitivity and specificity were 77.3%and 86.5%,respectively.Conclusion The constructed risk prediction model can effectively predict and screen the high-risk groups of AMI patients with delayed medical treatment,reduce the risk of AMI patients with delayed medical treatment,and provide a scientific basis for taking reasonable intervention measures to shorten the time of medical treatment for AMI patients.

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