ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally， the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome， such as oral ulcers， sore throat， and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation， oxidative stress， and energy metabolism in the early phase， Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting （XGBoost） algorithm was used to develop a prediction model for main symptom classification， with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers， sore throat， and overall symptoms， with significant effects observed especially in sore throat and overall symptom analyses （P<0.01）. Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement， were also called "heat-related biomarkers"， including succinic acid， α-ketoglutaric acid， glycine， lactic acid， adenosine monophosphate （AMP）， tumor necrosis factor-α （TNF-α）， interferon-γ （IFN-γ）， interleukin-1β （IL-1β）， interleukin-4 （IL-4）， interleukin-6 （IL-6）， interleukin-8 （IL-8）， interleukin-10 （IL-10）， and so on. Conversely， clinical biomarkers negatively correlated with symptom severity， were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan， including malic acid， fumaric acid， cis-aconitic acid， adrenocorticotropic hormone （ACTH）， IL-1β， IL-4， IL-8， succinic acid， and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables， with importance scores of 0.081 and 0.080， respectively. After screening out 14 key variables and optimizing the parameters， model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables， confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established， achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.

ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally， the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome， such as oral ulcers， sore throat， and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation， oxidative stress， and energy metabolism in the early phase， Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting （XGBoost） algorithm was used to develop a prediction model for main symptom classification， with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers， sore throat， and overall symptoms， with significant effects observed especially in sore throat and overall symptom analyses （P<0.01）. Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement， were also called "heat-related biomarkers"， including succinic acid， α-ketoglutaric acid， glycine， lactic acid， adenosine monophosphate （AMP）， tumor necrosis factor-α （TNF-α）， interferon-γ （IFN-γ）， interleukin-1β （IL-1β）， interleukin-4 （IL-4）， interleukin-6 （IL-6）， interleukin-8 （IL-8）， interleukin-10 （IL-10）， and so on. Conversely， clinical biomarkers negatively correlated with symptom severity， were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan， including malic acid， fumaric acid， cis-aconitic acid， adrenocorticotropic hormone （ACTH）， IL-1β， IL-4， IL-8， succinic acid， and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables， with importance scores of 0.081 and 0.080， respectively. After screening out 14 key variables and optimizing the parameters， model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables， confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established， achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.

Objective:To analyze the clinical effects of an anterior cruciate ligament (ACL) tunnel locator applied in the arthroscopic reduction and fixation of Schatzker type Ⅳ tibial plateau fracture plus posterolateral column collapse.Methods:A retrospective study was conducted to analyze the clinical data of 12 patients with Schatzker type IV tibial plateau fracture combined with posterolateral column collapse who had undergone arthroscopic reduction and fixation assisted by an ACL locator at Department of Orthopedics and Trauma Surgery, The Hospital Affiliated to Yunnan University from January 2020 to December 2022. There were 8 males and 4 females with an age of (44.5±6.4) years (set as an observation group). According to a 1∶1 ratio, another contemporary 12 patients of the same category were selected as a control group who had been treated by double-plate-screw fixation through internal and external double incisions. They were 7 males and 5 females with an age of (42.6±6.3) years. The operation time, incision length, intraoperative blood loss, postoperative hospital stay, and postoperative complications were recorded and compared between the 2 groups. At the same time, the Rasmussen radiological and functional scores at 1, 3, and 12 months after operation were recorded for intergroup and intragroup comparisons.Results:There was no statistically significant difference in the preoperative general data between the 2 groups, showing the 2 groups were comparable ( P>0.05). All the 24 patients were followed up for (18.2±3.5) months after operation. In the observation group, the operation time [(96.3±6.3) min], incision length [(8.5±0.6) cm], and postoperative hospital stay [(8.1±1.3) d] were significantly shorter than those in the control group [(128.2±7.5) min, (15.9±0.8) cm, and (9.3±1.2) d], and the intraoperative blood loss [50.0 (41.5, 59.0) mL] was significantly less than that in the control group [135.0 (121.5, 147.5) mL] (all P<0.05). However, intergroup comparisons showed no statistically significant differences in Rasmussen radiographic scores or functional scores at 1 month, 3 months, or 12 months postoperatively between the 2 groups ( P>0.05). Additionally, no significant differences were observed in postoperative complications between the 2 groups ( P>0.05). Conclusions:In the arthroscopic reduction and fixation of Schatzker type Ⅳ tibial plateau fracture plus posterolateral column collapse, compared with the traditional double-plate-screw fixation through double incisions, assistance of an ACL tunnel locator leads to advantages of being more minimally invasive and more surgically efficient. However, the 2 techniques lead to comparable postoperative functional recovery.

Objective To explore imaging findings of 10 cases of misdiagnosed IgG4-associated pancreatitis.Methods Ten cases of IgG4-associated pancreatitis misdiagnosed by preoperative CT and/or MRI were retrospectively collected,and intrapancreatic and extra pancreatic manifestations were observed.Results Among 10 cases,diffuse lesions resulted"sausage like"appearance of pancreas were observed in 2 cases,focal lesions were found in 7 cases,including 3 cases in neck,3 cases in head and 1 case in tail of pancreas,while multifocal lesions involved the head,neck and tail of pancreas in 1 case.The lesions mostly presented as slightly low densities and occasional calcifications on non-enhanced CT,slightly low signals on MR T1WI,equal or high signals on T2WI as well as slightly high signals on diffusion weighted imaging,and progressively enhanced after administration of contrast agents.Peripheral halo sign was found in 3 cases,and mild dilatation of main pancreatic duct was observed in 7 cases.Extrapancreatic manifestations mainly included dilatation of bile ducts both inside and outside the liver and involvement of other organs.Conclusion Imaging findings of misdiagnosis IgG4-associated pancreatitis present as focal or diffuse lesions of pancreas with peripheral halo sign and extrapancreatic involvements,which progressively enhanced after administration of contrast agents.

Objective To investigate the efficacy and safety of transcutaneous electrical acupoint stimulation(TEAS)in reducing the consumption of analgesics after total knee arthroplasty(TKA).Methods Totally 124 patients undergoing unilateral TKA were included and divided into an intervention group and a control group according to random number table method,with 62 cases in each group.Both groups received routine postoperative analgesic protocols,with the intervention group additionally receiving TEAS treatment,30 min per time,twice a day.The additional doses of intravenous patient-controlled analgesia pumps and opioid analgesic consumption in two groups of patients after surgery were analyzed,as well as the adverse events and laboratory test results(WBC,PLT,SCr,BUN,ALT and AST)in both groups.Results The number of additional doses in the intervention group with the patient-controlled analgesia pump and the consumption of opioid analgesic were both lower than those in the control group(P<0.05);the incidence of postoperative nausea symptoms in the intervention group was lower than that in the control group,while other adverse reactions showed no significant difference(P>0.05).There was no significant difference in laboratory test results(WBC,PLT,SCr,BUN,ALT and AST)between the two groups on the day before surgery and on the 1st and 7th days after surgery(P>0.05).Conclusion TEAS can reduce the consumption of analgesics after TKA,decrease some adverse reactions associated with the use of analgesics,and has good safety.

Objective To investigate the efficacy and safety of transcutaneous electrical acupoint stimulation(TEAS)in reducing the consumption of analgesics after total knee arthroplasty(TKA).Methods Totally 124 patients undergoing unilateral TKA were included and divided into an intervention group and a control group according to random number table method,with 62 cases in each group.Both groups received routine postoperative analgesic protocols,with the intervention group additionally receiving TEAS treatment,30 min per time,twice a day.The additional doses of intravenous patient-controlled analgesia pumps and opioid analgesic consumption in two groups of patients after surgery were analyzed,as well as the adverse events and laboratory test results(WBC,PLT,SCr,BUN,ALT and AST)in both groups.Results The number of additional doses in the intervention group with the patient-controlled analgesia pump and the consumption of opioid analgesic were both lower than those in the control group(P<0.05);the incidence of postoperative nausea symptoms in the intervention group was lower than that in the control group,while other adverse reactions showed no significant difference(P>0.05).There was no significant difference in laboratory test results(WBC,PLT,SCr,BUN,ALT and AST)between the two groups on the day before surgery and on the 1st and 7th days after surgery(P>0.05).Conclusion TEAS can reduce the consumption of analgesics after TKA,decrease some adverse reactions associated with the use of analgesics,and has good safety.

Objective To explore imaging findings of 10 cases of misdiagnosed IgG4-associated pancreatitis.Methods Ten cases of IgG4-associated pancreatitis misdiagnosed by preoperative CT and/or MRI were retrospectively collected,and intrapancreatic and extra pancreatic manifestations were observed.Results Among 10 cases,diffuse lesions resulted"sausage like"appearance of pancreas were observed in 2 cases,focal lesions were found in 7 cases,including 3 cases in neck,3 cases in head and 1 case in tail of pancreas,while multifocal lesions involved the head,neck and tail of pancreas in 1 case.The lesions mostly presented as slightly low densities and occasional calcifications on non-enhanced CT,slightly low signals on MR T1WI,equal or high signals on T2WI as well as slightly high signals on diffusion weighted imaging,and progressively enhanced after administration of contrast agents.Peripheral halo sign was found in 3 cases,and mild dilatation of main pancreatic duct was observed in 7 cases.Extrapancreatic manifestations mainly included dilatation of bile ducts both inside and outside the liver and involvement of other organs.Conclusion Imaging findings of misdiagnosis IgG4-associated pancreatitis present as focal or diffuse lesions of pancreas with peripheral halo sign and extrapancreatic involvements,which progressively enhanced after administration of contrast agents.

Objective:To analyze the clinical effects of an anterior cruciate ligament (ACL) tunnel locator applied in the arthroscopic reduction and fixation of Schatzker type Ⅳ tibial plateau fracture plus posterolateral column collapse.Methods:A retrospective study was conducted to analyze the clinical data of 12 patients with Schatzker type IV tibial plateau fracture combined with posterolateral column collapse who had undergone arthroscopic reduction and fixation assisted by an ACL locator at Department of Orthopedics and Trauma Surgery, The Hospital Affiliated to Yunnan University from January 2020 to December 2022. There were 8 males and 4 females with an age of (44.5±6.4) years (set as an observation group). According to a 1∶1 ratio, another contemporary 12 patients of the same category were selected as a control group who had been treated by double-plate-screw fixation through internal and external double incisions. They were 7 males and 5 females with an age of (42.6±6.3) years. The operation time, incision length, intraoperative blood loss, postoperative hospital stay, and postoperative complications were recorded and compared between the 2 groups. At the same time, the Rasmussen radiological and functional scores at 1, 3, and 12 months after operation were recorded for intergroup and intragroup comparisons.Results:There was no statistically significant difference in the preoperative general data between the 2 groups, showing the 2 groups were comparable ( P>0.05). All the 24 patients were followed up for (18.2±3.5) months after operation. In the observation group, the operation time [(96.3±6.3) min], incision length [(8.5±0.6) cm], and postoperative hospital stay [(8.1±1.3) d] were significantly shorter than those in the control group [(128.2±7.5) min, (15.9±0.8) cm, and (9.3±1.2) d], and the intraoperative blood loss [50.0 (41.5, 59.0) mL] was significantly less than that in the control group [135.0 (121.5, 147.5) mL] (all P<0.05). However, intergroup comparisons showed no statistically significant differences in Rasmussen radiographic scores or functional scores at 1 month, 3 months, or 12 months postoperatively between the 2 groups ( P>0.05). Additionally, no significant differences were observed in postoperative complications between the 2 groups ( P>0.05). Conclusions:In the arthroscopic reduction and fixation of Schatzker type Ⅳ tibial plateau fracture plus posterolateral column collapse, compared with the traditional double-plate-screw fixation through double incisions, assistance of an ACL tunnel locator leads to advantages of being more minimally invasive and more surgically efficient. However, the 2 techniques lead to comparable postoperative functional recovery.

Objective:To identify early predictors of factors influencing the efficacy of infliximab (IFX) treatment in patients with Crohn's disease (CD) .Methods:This study is a nested case-control study, including CD patients treated with IFX at the Second Affiliated Hospital of Soochow University from November 2015 to April 2021 and at the First Affiliated Hospital of Nanjing Medical University from November 2015 to December 2022. All the patients were followed up until June 2023 and categorized into IFX non-response and treatment-effective groups based on changes in clinical symptoms and endoscopic image during the follow-up. Laboratory data of inflammatory markers, post-induction trough IFX concentration and antibody levels in both groups were retrospectively collected and compared. Logistic regression models were employed to identify potential factors associated with the risk of IFX non-responsiveness. Machine learning using random forest analysis was utilized to quantitatively assess the predictive features for IFX treatment efficacy and ROC curves was used to evaluate the model's accuracy.Results:This study included 147 CD patients undergoing IFX treatment, with 58 from the Second Affiliated Hospital of Soochow University and 89 from the First Affiliated Hospital of Nanjing Medical University. Among them, 38 were classified as the IFX non-response group, and 109 as the effective group. Patients in the IFX non-response group had lower trough concentration ( P < 0.001), higher antibody levels ( P < 0.001), and a less pronounced reduction in ESR during the induction therapy ( P < 0.001). Univariate and multi-variate Logistic regression models demonstrated that IFX trough concentration and the ratio of ESR before and after induction therapy was associated with the risk of non-responsiveness. After the induction period, for each unit increase in IFX trough concentration (1 μg/ml), the risk of IFX non-response decreased by 23% ( RR = 0.77, 95% CI = 0.68-0.89), while each doubling of the ESR ratio after induction was associated with a 1.43-fold increase in the risk of non-response ( RR = 2.43, 95% CI = 1.48-4.00). Random forest machine learning analysis revealed that IFX trough concentration below 1.5 μg/ml could predict IFX non-response, with area under the ROC curve was 0.722. Conclusion:Lower post-induction IFX trough concentrations is predictive of IFX non-response, while a lack of significant decrease in ESR during the induction phase is also significantly associated with IFX non-response.

Objective To explore the treatment effects and mechanism of Fangji Huangqi Xiaozhong Prescription in metabolic syndrome phenotype osteoarthritis(MS-OA)based on PPARγ/NF-κB signaling pathway.Methods SD rats were randomly divided into sham-operation group,OA group,MS-OA group,Western medicine group,and TCM high-and low-dasage groups.The modified Hulth method was used to make the OA model,and OA model was added with high-carbohydrate high-fat diet to make the MS-OA model.TCM high-and low-dosage groups were given 15.12,7.56 g/kg Fangji Huangqi Xiaozhong Prescription for gavage.The Western medicine group was given 16.2 mg/kg of losoprofen sodium by gavage,while the other groups were given physiological saline by gavage once a day for 6 consecutive weeks.Rat body mass was measured,biochemical detection of blood lipids and blood glucose was conducted,ELISA was used to detect the contents of serum TNF-α,IL-1β,IL-10 and leptin,morphological changes in cartilage tissue were observed using safranin O-fixed green and HE staining,immunohistochemical staining was used to detect expressions of Acan,ColⅩ,MMP13,TNF-α,IL-1β and PPARγ in cartilage tissue,Western blot was used to detected the expression of PPARγ,NF-κBp65 and p-NF-κBp65 protein in cartilage tissue.Results Compared with the sham-operation group,body mass and serum TC,TG,LDL-C,TNF-α,IL-1β and leptin of MS-OA group increased significantly(P<0.01),the contents of HDL-C and IL-10 decreased(P<0.01),cartilage tissue degeneration was significant,and the Mankin score increased(P<0.01),the expression of ColⅩ,MMP13,TNF-α,IL-1β,p-NF-κBp65 protein increased(P<0.05,P<0.01),and the expression of Acan and PPARγ protein decreased(P<0.01).Compared with the MS-OA group,the contents of serum TC,TG,LDL-C,TNF-α and leptin decreased in TCM high-dosage group(P<0.05,P<0.01),the content of IL-10 increased(P<0.05),the pathological damage of cartilage tissue improved,the Mankin score decreased(P<0.01),the expressions of ColⅩ,MMP13,TNF-α,IL-1β and p-NF-κBp65 protein in cartilage tissue decreased(P<0.05,P<0.01),and the protein expressions of Acan and PPARγ protein increased(P<0.01,P<0.05).Conclusion Fangji Huangqi Xiaozhong Prescription can improve lipid metabolism disorder,improve intra-articular inflammatory environment,balance cartilage metabolism,and delay cartilage degeneration in MS-OA rats.Its mechanism may be related to the regulation of PPARγ/NF-κB signaling pathway.