1.Development and Validation of a Clinically Actionable Prediction Model for Postoperative Pulmonary Complications in Cardiac Surgery: A Focus on Modifiable Risk Factors
Ruoxi LI ; Meice TIAN ; Chuangshi WANG ; Yujia HUANG ; Weinan CHEN ; Ya SONG ; Bomiao LIU ; Liu DU ; Xue FENG
Annals of Rehabilitation Medicine 2026;50(1):50-61
Objective:
To develop and validate a clinically actionable prediction model for postoperative pulmonary complications (PPCs) in cardiac surgery patients, focusing on modifiable preoperative risk factors amenable to targeted optimization.
Methods:
In this prospective observational cohort study, 492 adults undergoing open-chest cardiac surgery between August 15, 2023 and December 31, 2023 were analyzed. Prespecified predictors included gas exchange variables, pulmonary function, inspiratory muscle strength, and physical performance. Univariable and multivariable logistic regression analyses were used to develop the prediction model. Discrimination was assessed by the area under the receiver operating characteristic curve (AUC).
Results:
A total of 90 patients (14.1%) developed PPCs after surgery. Five independent predictors were identified: elevated arterial PaCO2 (odds ratio [OR] 1.12, 95% confidence interval [CI] 1.00–1.26), oxygen desaturation (SpO2<93%) (OR 12.47, 95% CI 3.51–48.13), reduced gait speed (OR 0.17, 95% CI 0.04–0.71), lower FEV1/FVC ratio (OR 0.96, 95% CI 0.92–1.00), and diminished inspiratory muscle strength (MIP % predicted) (OR 0.96, 95% CI 0.92–0.99). The model demonstrated good discriminative ability with an AUC of 0.86 (95% CI 0.80–0.93) in the training cohort and 0.87 (95% CI 0.74–0.93) in the validation cohort.
Conclusion
This parsimonious model achieved high predictive accuracy using five modifiable physiological variables. By targeting abnormalities in gas exchange, pulmonary mechanics, muscle strength, and functional reserve, the model offers a practical tool to guide individualized prehabilitation strategies for reducing PPC risk in cardiac surgery patients.
2.Exploration of Kaixuan Jiedu Core Prescription's Efficacy in Alleviating Psoriasis Through Modulation of Ferroptosis Pathways: An Integrative Approach Involving Bioinformatics and Experimental Validation
Haoruo YANG ; Xue XIAO ; Jiaqi LI ; Ningxin ZHANG ; Bin YANG ; Ping SONG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):69-78
ObjectiveTo use bioinformatics technology to screen the molecular patterns and diagnostic biomarkers of ferroptosis closely related to psoriasis, observe the therapeutic effect of Kaixuan Jiedu core prescription on psoriasis and explore its potential mechanism through animal experiments. MethodsPsoriasis microarray data from GEO were analyzed to identify differentially expressed genes (DEGs). Intersection with a ferroptosis gene set yielded psoriasis ferroptosis-related genes (FRGs), which underwent correlation, consensus clustering, enrichment, and immune infiltration analyses. Core diagnostic FRGs (Hub-FRGs) were identified using random forest (RF), support vector machine (SVM), LASSO regression, Nomogram, and ROC analyses. In vivo, imiquimod (5% cream) induced psoriasis in mice (except controls). Drug treatment groups received respective doses, while control and model groups received saline via daily gavage for 7 days. Back skin changes were recorded and PASI scored. Hematoxylin-eosin (HE) staining assessed histopathology. The levels of ferrous ion (Fe2+), malondialdehyde (MDA), 4-hydroxynonenal (4-HNE) and free fatty acid (FFA) in skin tissue were detected. The level of reactive oxygen species (ROS) in skin tissue was detected by immunofluorescence. Immunohistochemistry was used to detect the expression of ChaC glutathione-specific γ-glutamyl transferase 1 (CHAC1), arachidonic acid 12-lipoxygenase β (ALOX12B), trimotif protein 21 (TRIM21), proliferation marker (Ki67) and nuclear transcription factor-κB (NF-κB) protein. ResultsAnalysis of GSE30999 identified 2 100 DEGs and 24 FRGs. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment revealed 1 000 biological functions and 75 pathways. After cluster analysis, combined with three machine learning algorithms, Nomogram and ROC curve analysis, the core Hub-FRGs (CHAC1, ALOX12 B, TRIM21) were obtained. Immunoinfiltration showed inactive memory CD4+T cells and activated dendritic cells abundance significantly correlated with Hub-FRGs. In vivo, model group vs. control showed significantly increased PASI/Baker scores (P<0.05), epidermal hyperkeratosis, inflammatory infiltration, and elevated levels of Fe2+, MDA, 4-HNE, FFA, ROS, CHAC1, ALOX12B, TRIM21, Ki67, and NF-κB (P<0.05). Drug groups vs. model group exhibited significantly reduced scores (P<0.05), alleviated skin lesions, and decreased levels of Fe2+, MDA, 4-HNE, FFA, ROS, Hub-FRGs, Ki67, and NF-κB (P<0.05). ConclusionKaixuan Jiedu core prescription can significantly improve the skin pathological injury of psoriasis mice, showing good therapeutic and repair effects, and its mechanism may be related to regulating the expression of ferroptosis genes CHAC1, ALOX12B and TRIM21, which are closely related to the pathogenesis of psoriasis.
3.Exploration of Kaixuan Jiedu Core Prescription's Efficacy in Alleviating Psoriasis Through Modulation of Ferroptosis Pathways: An Integrative Approach Involving Bioinformatics and Experimental Validation
Haoruo YANG ; Xue XIAO ; Jiaqi LI ; Ningxin ZHANG ; Bin YANG ; Ping SONG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):69-78
ObjectiveTo use bioinformatics technology to screen the molecular patterns and diagnostic biomarkers of ferroptosis closely related to psoriasis, observe the therapeutic effect of Kaixuan Jiedu core prescription on psoriasis and explore its potential mechanism through animal experiments. MethodsPsoriasis microarray data from GEO were analyzed to identify differentially expressed genes (DEGs). Intersection with a ferroptosis gene set yielded psoriasis ferroptosis-related genes (FRGs), which underwent correlation, consensus clustering, enrichment, and immune infiltration analyses. Core diagnostic FRGs (Hub-FRGs) were identified using random forest (RF), support vector machine (SVM), LASSO regression, Nomogram, and ROC analyses. In vivo, imiquimod (5% cream) induced psoriasis in mice (except controls). Drug treatment groups received respective doses, while control and model groups received saline via daily gavage for 7 days. Back skin changes were recorded and PASI scored. Hematoxylin-eosin (HE) staining assessed histopathology. The levels of ferrous ion (Fe2+), malondialdehyde (MDA), 4-hydroxynonenal (4-HNE) and free fatty acid (FFA) in skin tissue were detected. The level of reactive oxygen species (ROS) in skin tissue was detected by immunofluorescence. Immunohistochemistry was used to detect the expression of ChaC glutathione-specific γ-glutamyl transferase 1 (CHAC1), arachidonic acid 12-lipoxygenase β (ALOX12B), trimotif protein 21 (TRIM21), proliferation marker (Ki67) and nuclear transcription factor-κB (NF-κB) protein. ResultsAnalysis of GSE30999 identified 2 100 DEGs and 24 FRGs. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment revealed 1 000 biological functions and 75 pathways. After cluster analysis, combined with three machine learning algorithms, Nomogram and ROC curve analysis, the core Hub-FRGs (CHAC1, ALOX12 B, TRIM21) were obtained. Immunoinfiltration showed inactive memory CD4+T cells and activated dendritic cells abundance significantly correlated with Hub-FRGs. In vivo, model group vs. control showed significantly increased PASI/Baker scores (P<0.05), epidermal hyperkeratosis, inflammatory infiltration, and elevated levels of Fe2+, MDA, 4-HNE, FFA, ROS, CHAC1, ALOX12B, TRIM21, Ki67, and NF-κB (P<0.05). Drug groups vs. model group exhibited significantly reduced scores (P<0.05), alleviated skin lesions, and decreased levels of Fe2+, MDA, 4-HNE, FFA, ROS, Hub-FRGs, Ki67, and NF-κB (P<0.05). ConclusionKaixuan Jiedu core prescription can significantly improve the skin pathological injury of psoriasis mice, showing good therapeutic and repair effects, and its mechanism may be related to regulating the expression of ferroptosis genes CHAC1, ALOX12B and TRIM21, which are closely related to the pathogenesis of psoriasis.
4.Evaluation progress of the application of staplers in thoracoscopic lung surgery
Shenghui LI ; Yijiu REN ; Hang SU ; Minglei YANG ; Guofang ZHAO ; Yongxiang SONG ; Xuefei HU ; Deping ZHAO ; Qi XUE ; Chang CHEN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(05):709-713
Compared to traditional suturing, lung stapling using automatic staplers offers advantages such as smaller trauma, faster wound healing, ease of operation, and lower complication rates, making it widely used in clinical practice. However, there are significant differences in bronchial tissue thickness at different anatomical locations, and the market is flooded with various types of staplers. Currently, there is a lack of recommended stapling schemes for bronchial staplers at different anatomical locations. This article reviews the development and application of automatic staplers and summarizes some types of staplers that are currently used in clinical practice, with the aim of promoting the formation of individualized stapler selection protocols for minimally invasive thoracic surgery based on the Chinese population.
5.Expression of KIF23 in rectal cancer tissues is correlated with prognosis
Haifeng WU ; Xiaolong LI ; Fang LI ; Xiaohua CHEN ; Rui SONG ; Xue HAN
Basic & Clinical Medicine 2025;45(8):1054-1058
Objective To investigate the expression of kinesin family member 23(KIF23)in rectal cancer and its association with prognosis.Methods This study included 90 patients with rectal cancer who underwent surgical treatment at the First Central Hospital of Baoding from May 2017 to October 2019.Immunohistochemical staining was used to detect KIF23 expression,and the results were analyzed in combination with clinical and pathological data.Survival analysis was conducted using Kaplan-Meier methods and Cox proportional hazards models to assess the association between KIF23 expression and patient prognosis.Results Compared with adjacent non-tumor tis-sues,the expression level of KIF23 protein was significantly higher in rectal cancer tissues.Positive expression of KIF23 was significantly correlated with TNM stage,lymph node metastasis and distant metastasis in rectal cancer patients(P<0.05).Kaplan-Meier analysis revealed that individuals expressing high levels of KIF23 experienced notably diminished disease-free survival(DFS)and overall survival(OS)relative to those with low KIF23 expression(P<0.05).Cox regression analysis revealed that advanced TNM stage,lymph node metastasis,distant metastasis,and elevated KIF23 expression served as an independent predictor of adverse outcomes in pa-tients with rectal cancer(P<0.05).Conclusions The expression level of KIF23 is closely related to the prognosis of rectal cancer.
6.Effects of moderate static magnetic field exposure on emotional behavior and brain damage related molecules in mice
Xue-Jia WANG ; Xue-Feng YANG ; Yu-Meng YE ; Yong-Yi WANG ; Yan-Hui HAO ; Hong-Yan ZUO ; Feng-Song LIU ; Yang LI
Medical Journal of Chinese People's Liberation Army 2025;50(5):592-598
Objective To investigate the effects of a 100 mT static magnetic field(SMF)on emotional behavior and brain damage-related molecules in mice.Methods Fifty-eight C57BL/6N mice were randomly divided into control group(n=25)and observation group(n=33).Mice in observation group were exposed to a 100 mT SMF for 0.5 h/d over 14 consecutive days,while mice in control group underwent pseudo-exposure.On the 7 and 14 days of exposure,anxiety-like behavior was assessed using open field and elevated plus maze tests.Cerebral blood flow was monitored using laser speckle imaging,and the levels of tumor necrosis factor-α(TNF-α),interleukin(IL)-1β,IL-4,central nervous system specific protein β(S100β),neuron-specific enolase(NSE),and brain-derived neurotrophic factor(BDNF)were measured by radioimmunoassay.BDNF expression in the brain was detected by immunofluorescence.Results On the 7 and 14 days of SMF exposure,the open field and elevated plus maze tests showed no statistically significant differences between observation and control groups in the frequencies,durations,and distance entering the central area of the open field and the open arm of the elevated plus maze(P>0.05).Laser speckle imaging revealed no significant difference in cerebral cortical perfusion compared with pre-exposure period(P>0.05).The results of radioimmunoassay showed that compared with control group,on the 7 d of SMF exposure,the serum IL-1β,NSE and S100β levels were significantly increased(P<0.05),the serum BDNF level was significantly decreased(P<0.05),and the IL-1β and TNF-α contents in brain tissues were significantly increased in observation group(P<0.01).On the 14 d of SMF exposure,serum IL-1β,TNF-α,NSE,and S100β levels were significantly increased(P<0.05,P<0.0001),and the brain IL-1β and TNF-α levels were significantly increased(P<0.01)in observation group.No statistically significant differences were found in anti-inflammatory cytokine IL-4 level of serum and brain tissue or BDNF content of brain tissue between the two groups(P>0.05).Conclusion Continuous exposure to a 100 mT SMF for 14 d at 0.5 h/d induces neuroinflammation and brain damage in mice,without inducing anxiety-like behavior.
7.Predictive value of automatic breast ultrasound features combined with Ki-67 for pathological complete response after neoadjuvant chemotherapy in triple negative breast cancer
Yang ZHAO ; Ying-Cong XIAO ; Yan JU ; Xiao-Zhi DANG ; Wen-Xin XUE ; Yang LI ; Hong-Ping SONG
Medical Journal of Chinese People's Liberation Army 2025;50(6):695-702
Objective To explore the predictive value of automated breast ultrasound(ABUS)features combined with Ki-67 in predicting pathological complete response(pCR)after neoadjuvant chemotherapy(NAC)in triple-negative breast cancer(TNBC).Methods A retrospective analysis was conducted on 127 female TNBC patients treated at Xijing Hospital,Air Force Medical University from March 2019 to December 2023.All patients underwent NAC and surgical treatment after ABUS examination.Based on postoperative pathological results,patients were divided into pCR group(n=60)and non-pathological complete response(npCR)group(n=67).Differences in various parameters before NAC were compared between the two groups.LASSO regression was used to identify independent factors influencing pCR after NAC in TNBC patients,and a predictive model was constructed using multivariate logistic regression.The prediction model was internally validated using the Bootstrap method(1000 resamples).The discriminative ability of the model was evaluated using receiver operating characteristic(ROC)curves,and the area under the curves(AUCs)of different prediction models were compared using De-long's test.The accuracy of the model was assessed using calibration curves,and the clinical benefit of the model was evaluated using clinical decision curve analysis(DCA).Results Significant differences were observed between two groups in terms of age,Ki-67,menopausal status,tumor type,posterior echo,coronal plane convergence sign,coronal plane skip sign,and coronal plane white wall sign before NAC(P<0.05).LASSO regression analysis showed that Ki-67,coronal plane convergence sign,and coronal plane white wall sign were independent influencing factors of pCR after NAC in TNBC patients(P<0.05).The AUC of the multivariate logistic regression model based on Ki-67 was 0.733(95%CI 0.646-0.819),the AUC of ABUS model was 0.777(95%CI 0.695-0.858),and the AUC of ABUS combined with Ki-67 model was 0.816(95%CI 0.741-0.890).De-long's test showed that the AUC of the combined model was higher than those of ABUS feature model and Ki-67 model,with statistically significant differences(P<0.05).There was no significant difference in the AUC between ABUS feature model and Ki-67 model(P=0.40).Hosmer-Lemeshow test indicated that the combined model had a good fit(P=0.304).Internal validation results showed that the combined model had a good stability with a consistency index(C-index)of 0.820(95%CI 0.726-0.879).The calibration curve demonstrated good consistency between the predicted and actual probabilities of the combined prediction model,and the DCA curve indicated that the model had favorable clinical benefit.Conclusion The combined ABUS feature and Ki-67 model can be used to predict the probability of pCR after NAC in TNBC patients,providing a reference for the formulation of clinical treatment plans in TNBC patients.
8.The role of lactate-mediated SOD2 lactylation in cerebral ischemia-reperfusion injury in mice
Xinyi ZHOU ; Xue QI ; Yanan LI ; Wei WANG ; Bo ZHAO ; Wenqin SONG
Chinese Journal of Emergency Medicine 2025;34(4):562-566
Objective:To explore the role of lactate in Superoxide dismutase 2 (SOD2) lactylation in cerebral ischemia-reperfusion injury in mice.Methods:Male C57BL/6 mice were randomLy (random number) divided into 4 groups: sham operation group (Sham group), Middle Cerebral Artery Occlusion/Reperfusion group (MCAO/R group), Middle Cerebral Artery Occlusion/Reperfusion+2-Deoxy-D-glucose group (MCAO/R+2-DG group), Middle Cerebral Artery Occlusion/Reperfusion+sodium lactate group (MCAO/R+Nala group). Cerebral ischemia reperfusion injury model was established in the mice of MCAO/R group using the thread occlusion. In the MCAO/R+2-DG group, mice received an intraperitoneal injection of 250 mg/kg of 2-DG 90 min before ischemia. Mice in the MCAO/R+ Nala group was given an intraventricular injection of 2 μL of 100 mmol/L Nala 24 h before ischemia. Commercial kits was used to detect lactate levels, Hematoxylin & Eosin Staining (HE) was employed to observe cell morphology, Terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) was performed to assess cell apoptosis, and immunofluorescence was utilized to detect reactive oxygen species (ROS). Western blot was conducted to measure SOD2, Superoxide Dismutase 2 Lysine 114 Lactylation(SOD2-K114la), Iron regulatory protein 2(IRP2) and transferrin receptor protein 1(TFR1) levels. The above indicators were analyzed and compared by one-way variance.Results:Compared with the Sham group, the MCAO/R group showed increased levels of lactate, SOD2-K114la, TUNEL positive rate, ROS, IRP2 and TFR1[lactate: (0.608±0.064) vs. (0.376±0.030), P<0.005; SOD2-K114la: (2.311±0.146) vs. (1.009±0.073), P<0.0005; TUNEL positive rate: (35.420±2.832) vs. (0.294±0.147), P<0.0001; ROS: (3.415±0.229) vs. (1.166±0.155), P<0.0001; IRP2: (1.735±0.125) vs. (1.000±0.000), P<0.0001; TFR1: (1.611±0.058) vs. (1.000±0.000), P<0.0001], while SOD2 decreased[(0.545±0.062) vs. (1.082±0.088), P<0.0001]. HE staining indicated brain damage. Compared with the MCAO/R group, the MCAO/R+2-DG group showed reduced levels of lactate, SOD2-K114la, TUNEL positive rate, ROS, IRP2, and TFR1[lactate: (0.453±0.047) vs. (0.608±0.064), P<0.05; SOD2-K114la: (1.764±0.188) vs. (2.311±0.146), P<0.05; TUNEL positive rate: (23.800±3.168) vs. (35.420±2.832), P<0.005; ROS: (2.640±0.213) vs. (3.415±0.229), P<0.005; IRP2: (1.463±0.055) vs. (1.735±0.125), P<0.05; TFR1: (1.252±0.081) vs. (1.611±0.058), P<0.005], with higher level of SOD2 [(0.727±0.026) vs. (0.545±0.062), P<0.05]. Meanwhile, HE staining indicated reduced damage. Compared with the MCAO/R group, the MCAO/R+Nala group showed increased levels of lactate, SOD2-K114la, TUNEL positive rate, ROS, IRP2 and TFR1[lactate: (1.021±0.051) vs. (0.608±0.064), P<0.0001; SOD2-K114la: (3.479±0.275) vs. (2.311±0.146), P<0.0005; TUNEL positive rate: (53.430±3.551) vs. (35.420±2.832), P<0.0001; ROS: (4.687±0.253) vs. (3.415±0.229), P<0.0001; IRP2: (2.463±0.117) vs. (1.735±0.125), P<0.0001; TFR1: (2.209±0.094) vs. (1.611±0.058), P<0.0001], with decreased levels of SOD2 [(0.286±0.040) vs. (0.545±0.062), P<0.0001]. And HE staining revealed worsened braindamage. Conclusions:Increased lactate levels can enhance the lactylation of SOD2, exacerbating brain damage after Cerebral ischemia reperfusion injury(CIRI). Inhibiting lactate production may alleviate brain injury by regulating iron Metabolism.
9.Analysis of risk factors associated with the development of venous thromboembolism with abdominal infection after pancreatic cancer surgery
Ting LI ; Jianlin WANG ; Miao ZHOU ; Xue SONG ; Lin YANG ; Xile WEI
Chinese Journal of Hepatobiliary Surgery 2025;31(2):116-120
Objective:To investigate the risk factors associated with the development of venous thromboembolism with abdominal infection following pancreatic cancer surgery.Methods:A retrospective analysis was conducted on the clinical data of 70 patients with pancreatic cancer who underwent pancreaticoduodenectomy at the Department of Hepatobiliary Surgery of the First Affiliated Hospital of Air Force Medical University from March 2020 to August 2024, of which 31 were male and 39 were female, aged (58.5±6.8) years. Two groups were divided into two groups according to the occurrence of venous thromboembolism with abdominal infection in the postoperative period: the complication group ( n=28) and the non-complication group ( n=42). The general data, laboratory indexes and surgery-related indexes of the two groups were recorded, and logistic regression model was used to analyse the risk factors for the occurrence of venous thromboembolism with abdominal cavity infection after pancreaticoduodenectomy, and receiver operating characteristic (ROC) curve was used to assess the predictive value of the factors for the occurrence of venous thromboembolism with abdominal cavity infection after pancreatic cancer surgery. Results:Multifactorial analysis showed that the combination of diabetes mellitus ( OR=1.216, 95% CI: 1.225-1.657, P=0.035), occurrence of postoperative pancreatic fistula ( OR=1.292, 95% CI: 1.095-1.829, P=0.022), occurrence of postoperative biliary fistula ( OR=1.239, 95% CI: 1.171-2.618, P=0.005), high D-dimer ( OR=137.030, 95% CI: 3.214-5 843.128, P=0.010), prolonged operation time ( OR=1.058, 95% CI: 1.002-1.117, P=0.042), and low serum albumin ( OR=0.711, 95% CI: 0.508-0.995, P=0.046) in pancreatic cancer patients with a high risk of postoperative venous thromboembolism with the development of abdominal infection. ROC curve analysis showed that diabetes mellitus, pancreatic fistula, biliary fistula, D-dimer, duration of surgery, serum albumin, and co-prediction had certain predictive value for the occurrence of postoperative venous thromboembolism with abdominal infection after pancreatic cancer surgery, in which, the area under the curve for co-prediction in assessing the occurrence of postoperative venous thromboembolism with abdominal infection after pancreatic cancer surgery was 0.993 (95% CI: 0.982-1.000), with a sensitivity of 1.000 and a specificity of 0.929. Conclusion:Comorbid diabetes mellitus, pancreatic fistula, biliary fistula, D-dimer, prolonged duration of surgery, and serum albumin are independent risk factors for the development of postoperative venous thromboembolism with abdominal infection in patients with pancreatic cancer, all of which have diagnostic value and a high joint predictive value. The predictive value of co-prediction is relatively high.
10.Study on the Quality Evaluation of Online Medical Services in Public Hospitals Based on the Standardized Pa-tient Method and lOM Model
Yuting YANG ; Faying SONG ; Yuhan LI ; Xue GONG ; Yipei WANG ; Rui GUO
Chinese Hospital Management 2025;45(4):6-11
Objective To provide a comprehensive and multi-dimensional objective assessment of the online medi-cal service quality supplied by public hospitals in China,and providing feasible suggestions for further improving.Methods It adopted a standardized patient method and relied on the IOM model to conduct a descriptive analy-sis of the online medical service quality from the perspectives of safety and effectiveness,efficiency,patient-cen-tered care,and accessibility.Results The process quality(adherence to checklist)in public hospital was 17.65%,the diagnostic accuracy was 66.04%,and the treatment correctness was 88.68%.The average consultation fee was 50 yuan.The patients'disease experience was 4.00 points,the social situation was 0,and the agreement between the physician and the patient was 12.00 points.The average time waiting for first response was about 1.60 hours,the average time waiting for each response was about 5.14 hours,and the patient's total time was about 20.32 hours.The time for response was 3,and the total words of providers was 149.50.Conclusion Internet medical ser-vices quality in public hospital are still insufficient in three aspects:the process quality(adherence to checklist),pa-tient-centered care,and accessibility.Improving online medical service quality can be achieved by strengthening"in-process supervision"and improving physicians'comprehensive clinical ability.

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