PURPOSE: Septic shock is associated with high mortality and poor outcomes among sepsis patients with coagulopathy. Although traditional statistical methods or machine learning (ML) algorithms have been proposed to predict septic shock, these potential approaches have never been systematically compared. The present work aimed to develop and compare models to predict septic shock among patients with sepsis. METHODS: It is a retrospective cohort study based on 484 patients with sepsis who were admitted to our intensive care units between May 2018 and November 2022. Patients from the 908th Hospital of Chinese PLA Logistical Support Force and Nanchang Hongdu Hospital of Traditional Chinese Medicine were respectively allocated to training (n=311) and validation (n=173) sets. All clinical and laboratory data of sepsis patients characterized by comprehensive coagulation indexes were collected. We developed 5 models based on ML algorithms and 1 model based on a traditional statistical method to predict septic shock in the training cohort. The performance of all models was assessed using the area under the receiver operating characteristic curve and calibration plots. Decision curve analysis was used to evaluate the net benefit of the models. The validation set was applied to verify the predictive accuracy of the models. This study also used Shapley additive explanations method to assess variable importance and explain the prediction made by a ML algorithm. RESULTS: Among all patients, 37.2% experienced septic shock. The characteristic curves of the 6 models ranged from 0.833 to 0.962 and 0.630 to 0.744 in the training and validation sets, respectively. The model with the best prediction performance was based on the support vector machine (SVM) algorithm, which was constructed by age, tissue plasminogen activator-inhibitor complex, prothrombin time, international normalized ratio, white blood cells, and platelet counts. The SVM model showed good calibration and discrimination and a greater net benefit in decision curve analysis. CONCLUSION The SVM algorithm may be superior to other ML and traditional statistical algorithms for predicting septic shock. Physicians can better understand the reliability of the predictive model by Shapley additive explanations value analysis.
Humans ; Shock, Septic/blood* ; Machine Learning ; Male ; Female ; Retrospective Studies ; Middle Aged ; Aged ; Sepsis/complications* ; ROC Curve ; Cohort Studies ; Adult ; Intensive Care Units ; Algorithms ; Blood Coagulation ; Critical Illness

OBJECTIVE: To investigate the efficacy and safety of chidamide combined with DICE regimen (cisplatin+ ifosfamide + etoposide + dexamethasone) for relapsed/refractory diffuse large B-cell lymphome(R/R DLBCL). METHODS: The clinical data of 31 R/R DLBCL patients treated by chidamide combined with DICE regimen in the Hematology Department of the Fourth Hospital of Hebei Medical University from October 2016 to October 2020 were retrospectively analyzed. The clinical efficacy and adverse events were observed. RESULTS: Among the 31 patients, 20 were male and 11 were female. The median age of the patients was 55 (range: 27-71) years old, 21 cases were < 60 years old, 10 cases were ≥60 years old. 26 cases were refractory and 5 cases were relapsed. There were 13 cases of germinal center B-cell like (GCB), 17 cases of non-GCB, and 1 case had missing Hans type. There were 17 cases of double-expression lymphoma (DEL) and 14 cases of non-DEL. The complete response rate of patients was 38.7%(12/31), the overall response rate was 67.7%(21/31). The median progression-free survival time and the median overall survival time were 9.8(95%CI : 4.048-15.552) months, 13.9(95%CI : 9.294-18.506) months, respectively. Multipvariate analysis showed that GCB and DEL reduced the risk of disease recurrence in R/R DLBCL patients. The main grade 3/4 hematological adverse events in this study were thrombocytopenia, agranulocytosis, anemia and leukopenia. CONCLUSION The chidamide combined with DICE regimen is effective in the treatment of R/R DLBCL, and hematological adverse events should be closely monitored.
Humans ; Lymphoma, Large B-Cell, Diffuse/drug therapy* ; Middle Aged ; Female ; Male ; Adult ; Aged ; Retrospective Studies ; Antineoplastic Combined Chemotherapy Protocols/therapeutic use* ; Benzamides/administration & dosage* ; Aminopyridines/administration & dosage* ; Etoposide/therapeutic use* ; Cisplatin/administration & dosage* ; Ifosfamide/administration & dosage* ; Dexamethasone/therapeutic use*

Objective:To establish and optimize an autoverification system for thyroid function test reports of 5 items using historical test data.Methods:Based on the docoment' Autoverification of Clinical Laboratory Quantitative Test Results′, CLSI AUTO 10-A and AUTO 15 guidelines, an autoverification system for thyroid function test reports of 5 items was established combining with manual verification experience. A total of 193 860 thyroid function test reports of 5 items in 2021 were collected for the assessment of the original system. Totally 210 097 thyroid function test reports of 5 items in 2022 and 299 198 reports in 2023 were collected for the optimization of the autoverification system. There were 160 666 thyroid function test reports of 5 items from the first half of 2024 for the manual and autoverification comparison after optimization.Results:The pass rate of the autoverification system based on original thyroid function report in 2021 was 69.56%(134 849/193 860). The optimized system utilizing historical data from 2022 and 2023 covered 21 pattern rules and established verification for different patterns including range rules, delta check rules, and review rules. Taking manual verification as the standard for the data from the first half of 2024, the sensitivity and specificity of the optimized system were 100% (499/499) and 81.57% (130 646/160 167), respectively, with a false-negative rate of 0. The concordance rate between autoverification and manual verification was 81.63% (131 145/160 666), and the pass rate was 81.32% (130 646/160 666).Conclusion:Establishing and optimizing the autoverification system for thyroid function tests of 5 items using historical test data, and formulating verification rules for different patterns can be applied to clinical practise, which not only ensures the accuracy of test reports but also improves work efficiency, allowing continuously optimized and perfected of the system.

Objective:To study the epidemic characteristics and clinical symptoms of patients with Hashimoto's thyroiditis (HT) in Shandong Province, and to provide a basis for further optimizing the clinical treatment strategies for HT.Methods:Data on HT patients admitted to Shandong Provincial Center for Disease Control and Prevention from January 2018 to December 2023 were collected. A retrospective analysis was conducted to analyze their epidemiological characteristics, clinical symptoms, and auxiliary examination results.Results:A total of 192 HT patients' data were included, comprising 42 males (21.87%) and 150 females (78.13%). The average age of patients was 40.38 years old, ranging from 9 to 74 years old. Most patients resided in urban areas (129 cases, 67.19%). HT cases occurred throughout the year in every mouth, with higher incidence in June (32 cases, 16.7%) and July (20 cases, 10.4%), lower incidence in March (8 cases, 4.2%) and April (10 cases, 5.2%), and sporadic cases in other months. Based on clinical manifestations, among all HT patients, there were 66 cases (34.38%) of Hashitoxicosis type, 11 cases (5.73%) of pseudothyrotoxicosis type, 7 cases (3.65%) of exophthalmic type, 5 cases (2.60%) of subacute thyroiditis-like type, 3 cases (1.56%) of juvenile type, 35 cases (18.23%) of fibrous type, 39 cases (20.31%) of thyroid adenoma or carcinoma type, and 26 cases (13.54%) of other autoimmune diseases type. Based on disease progression, among all HT patients, there were 61 cases (31.77%) in the hyperthyroid phase, 16 cases (8.33%) in the hyperthyroid-hypothyroid coexisting phase, and 115 cases (59.90%) in the hypothyroid phase. Based on clinical symptoms, among all HT patients,there were 78 cases(40.62%) of neck mass symptoms, 101 cases (52.60%) of digestive system symptoms, and 95 cases (49.48%) of low metabolic symptoms. Laboratory tests revealed that 144 cases had elevated levels of both thyroglobulin antibody and thyroid peroxidase antibody. Color ultrasound examination showed strip-like echoes in the thyroid in 99 cases (51.56%) and grid-like echoes in 43 cases (22.40%). After treatment with antithyroid drugs or appropriate thyroid hormone supplementation, all 192 HT patients experienced symptom relief.Conclusions:HT patients in Shandong Province were predominantly female and urban residents. Common clinical symptoms included anterior neck swelling, constipation, fever, and weight gain. Early detection, diagnosis, and treatment could delay disease progression.

Objective To explore the effects of triptolide(TPL)on the proliferation,migration and invasion of gastric cancer cells and its mechanism.Methods Human gastric cancer cell line MKN45 was cultured in vitro and treated with different concentrations of TPL for 48 hours.The cell proliferation inhibition rate was detected by CCK-8 method and the optimal concentration was selected for subsequent experiments.qRT-PCR was used to detect the expression of miR-29b and KDM2A mRNA in cells treated with different concentrations of TPL.MKN45 cells at logarithmic growth phase were randomly divided into the control group(without any treatment),the TPL group(treated with 200 μg/mL TPL),the inhibitor-NC+TPL group(transfected with inhibitor-NC and then treated with 200 μg/mL TPL),and the miR-29b inhibitor+TPL group(transfected with miR-29b inhibitor and then treated with 200 μg/mL TPL).qRT-PCR was used to detect the expression of miR-29b and KDM2A mRNA in each group of cells,and Western blot was used to detect the expression of KDM2A protein.The clone formation ability of each group of cells was detected by plate clone formation assay,and the migration and invasion abilities of each group of cells were detected by Transwell assay.Results TPL at concentrations of 25 μg/mL,50 μg/mL,100 μg/mL,and 200 μg/mL could significantly inhibit the proliferation of MKN45 cells(P<0.05),up-regulate the expression of miR-29b in cells(P<0.05),and down-regulate the expression of KDM2A mRNA(P<0.05).The effect was most obvious at the concentration of 200 μg/mL,so 200 μg/mL TPL was selected for the subsequent experiments.Compared with the control group,the expression of miR-29b in the TPL group increased(P<0.05),the expression of KDM2A mRNA and protein decreased(P<0.05),and the numbers of clone formation,migration and invasion cells reduced(P<0.05).Compared with the inhibitor-NC+TPL group,the expression of miR-29b in the miR-29b inhibitor+TPL group decreased(P<0.05),the expression of KDM2A mRNA and protein increased(P<0.05),and the numbers of clone formation,migration and invasion cells increased(P<0.05).Conclusion TPL can inhibit the proliferation,migration and invasion of gastric cancer cells,and its mechanism is related to the regulation of the miR-29b/KDM2A signaling pathway.

Spine fracture and dislocation are common traumatic spinal conditions that often require surgical intervention due to compromised spinal stability. Surgical approaches include anterior, posterior, and combined anterior-posterior spinal procedures. According to the specific surgical requirements, patients may be placed in the prone position or repositioned between prone and supine positions during surgery. Intraoperative repositioning has become an essential step in patient positioning. However, during repositioning, patients with spinal fracture and dislocation are at increased risk for complications such as hemodynamic instability, nerve injury, and pressure injuries to the skin and soft tissue. Notably, due to the instability of the spinal cord, even minor manipulations can further exacerbate the damage, potentially leading to severe outcomes like paraplegia. Although the current clinical guidelines provide instructive recommendations for standard position, there remains no specific protocols for intraoperative repositioning in patients with spine fracture and dislocation. With a concern for the lack of clinical studies on positioning techniques, risk prevention, and operational norms for special patients, no applicable guidelines or standards are available. A consensus was required to provide clinical reference, meet the requirements of surgical treatment, and minimize the safety risks of patients caused by improper placement of positions. Professional Committee of Operating Room Nursing of Shaanxi Nursing Association organized experts in nursing management and operating room nursing from major hospitals across China to formulate Expert consensus on intraoperative repositioning for patients with spinal fracture and dislocation ( version 2025). The consensus provides 11 recommendations covering pre-repositioning preparation, intraoperative maneuvers, and post-repositioning observation, aiming to provide references for clinical standardization of the intraoperative repositioning process and protection of patients′ safety.

BackgroundCurrently， the problem of depressed mood in college students is becoming more prominent. The experience of childhood maltreatment is a significant contributor to depression among college students. Although the association between the two has been confirmed， the specific psychosocial mechanisms underlying how childhood maltreatment affects college students' mental health remain insufficiently evidenced. ObjectiveTo explore the mediating role of emotion regulation difficulties in the relationship between childhood maltreatment and depression among college students， and to investigate the moderated effects of psychological resilience and family socioeconomic status， aiming to provide references for improving depressive symptoms in college students. MethodsOn 14 March 2024， a cluster sampling method was employed to recruit 751 college students from a university in Heilongjiang Province. Participants were assessed with Childhood Trauma Questionnaire （CTQ）， Difficulties in Emotion Regulation Scale （DERS）， Patients' Health Questionnaire Depression Scale-9 item （PHQ-9）， 10-item Connor-Davidson Resilience Scale （CD-RISC-10） and Family Socioeconomic Status Questionnaire. Pearson correlation analysis was adopted to examine the correlation between the scores of scales. Model 4 and model 7 in Process 4.2 were used to test the mediating effects of emotional regulation difficulties and the moderated effects of psychological resilience and family socioeconomic status. Results① A total of 712 （94.81%） valid questionnaires were collected. ② College students' CTQ score was positively correlated with DERS score and PHQ-9 score （r=0.296， 0.507， P<0.01）， and negatively correlated with CD-RISC-10 score and Family Socioeconomic Status Questionnaire score （r=-0.148， -0.229， P<0.01）. ③ The indirect effect value of difficulties in emotion regulation on the relationship between childhood maltreatment and depression was 0.091 （95% CI： 0.018~0.046）， accounting for 17.95% of the total effect. ④ The first half of the mediation model "childhood maltreatment → difficulties in emotion regulation → depression" （childhood maltreatment → difficulties in emotion regulation） was moderated by psychological resilience （β=-0.030， t=-6.147， 95% CI： -0.040~-0.020） and family socioeconomic status （β=-0.051， t=-3.929， 95% CI： -0.077~-0.026）. ConclusionChildhood maltreatment exerts both a direct effect on college students' depression and an indirect effect through emotion regulation difficulties. The childhood maltreatment → emotion regulation difficulties pathway in this mediation model is moderated by psychological resilience and family socioeconomic status. ［Funded by Qiqihar Medical University Graduate Student Innovation Fund Project （number， QYYCX2023-48）； Special Research Fund Project for Young Doctors of Qiqihar Academy of Medical Sciences （number， QMSI2021B-08）］

Cemental tear is a rare and indetectable condition unless obvious clinical signs present with the involvement of surrounding periodontal and periapical tissues. Due to its clinical manifestations similar to common dental issues, such as vertical root fracture, primary endodontic diseases, and periodontal diseases, as well as the low awareness of cemental tear for clinicians, misdiagnosis often occurs. The critical principle for cemental tear treatment is to remove torn fragments, and overlooking fragments leads to futile therapy, which could deteriorate the conditions of the affected teeth. Therefore, accurate diagnosis and subsequent appropriate interventions are vital for managing cemental tear. Novel diagnostic tools, including cone-beam computed tomography (CBCT), microscopes, and enamel matrix derivatives, have improved early detection and management, enhancing tooth retention. The implementation of standardized diagnostic criteria and treatment protocols, combined with improved clinical awareness among dental professionals, serves to mitigate risks of diagnostic errors and suboptimal therapeutic interventions. This expert consensus reviewed the epidemiology, pathogenesis, potential predisposing factors, clinical manifestations, diagnosis, differential diagnosis, treatment, and prognosis of cemental tear, aiming to provide a clinical guideline and facilitate clinicians to have a better understanding of cemental tear.
Humans ; Dental Cementum/injuries* ; Consensus ; Diagnosis, Differential ; Cone-Beam Computed Tomography ; Tooth Fractures/therapy*