1.The clinical value of AGR,PSA combined with Gleason score in predicting biochemical recurrence in patients with localized prostate cancer after radical resection
Le ZHANG ; Guan ZHANG ; Qiubo XIE ; Jian SONG ; Xiang LI ; Yiyuan TU ; Tiejun PAN
Journal of Modern Urology 2026;31(4):333-338
Objective To explore the clinical value of albumin-globulin ratio(AGR)combined with prostate-specific antigen(PSA)and Gleason score in predicting biochemical recurrence(BCR)after radical resection in patients with localized prostate cancer, and to provide reference for early identification of BCR high-risk patients and individualized treatment. Methods The clinical data of 114 patients with localized prostate cancer treated during Sep.2019 and Sep.2023 were retrospectively analyzed.According to postoperative BCR status, patients were divided into the BCR group(n=43)and non-BCR group(n=71).Preoperative clinical and pathological data were compared between the two groups.Univariate and multivariate Cox regression analyses were used to assess the correlation between these indicators and BCR.The predictive performance of the combined model was evaluated using receiver operating characteristic(ROC)curve.The Kaplan-Meier method was used to compare biochemical recurrence-free survival(BFS)among patients with different AGR, PSA levels and Gleason scores.Results Compared with the non-BCR group, the BCR group had significantly higher PSA level and ISUP grading, but significantly lower AGR level(P<0.001).Multivariate Cox regression analyses showed that AGR was negatively correlated with BCR(HR=0.031, 95%CI:0.008-0.119, P<0.001), PSA was positively correlated with BCR(HR=1.009, 95%CI:1.002-1.016, P=0.017), and Gleason score was positively correlated with BCR(HR=1.551, 95%CI:1.199-2.005, P<0.001).The area under the ROC curve(AUC)for the combined prediction model(AGR + PSA + Gleason score)was 0.886, with a sensitivity of 90.7% and a specificity of 78.9%.Kaplan-Meier analyses showed that patients in the low AGR group, high PSA group, and high Gleason score group had significantly lower BFS than those in the high AGR group, low PSA group and low Gleason score group, respectively(all P<0.0001).Conclusion The combination of AGR, PSA and Gleason score is closely associated with postoperative BCR in patients with localized prostate cancer.The combined prediction model demonstrates high predictive efficacy and can provide an important reference for the early identification of high-risk BCR patients and for guiding individualized postoperative treatment.
2.YOLOX-SwinT algorithm improves the accuracy of AO/OTA classification of intertrochanteric fractures by orthopedic trauma surgeons.
Xue-Si LIU ; Rui NIE ; Ao-Wen DUAN ; Li YANG ; Xiang LI ; Le-Tian ZHANG ; Guang-Kuo GUO ; Qing-Shan GUO ; Dong-Chu ZHAO ; Yang LI ; He-Hua ZHANG
Chinese Journal of Traumatology 2025;28(1):69-75
PURPOSE:
Intertrochanteric fracture (ITF) classification is crucial for surgical decision-making. However, orthopedic trauma surgeons have shown lower accuracy in ITF classification than expected. The objective of this study was to utilize an artificial intelligence (AI) method to improve the accuracy of ITF classification.
METHODS:
We trained a network called YOLOX-SwinT, which is based on the You Only Look Once X (YOLOX) object detection network with Swin Transformer (SwinT) as the backbone architecture, using 762 radiographic ITF examinations as the training set. Subsequently, we recruited 5 senior orthopedic trauma surgeons (SOTS) and 5 junior orthopedic trauma surgeons (JOTS) to classify the 85 original images in the test set, as well as the images with the prediction results of the network model in sequence. Statistical analysis was performed using the SPSS 20.0 (IBM Corp., Armonk, NY, USA) to compare the differences among the SOTS, JOTS, SOTS + AI, JOTS + AI, SOTS + JOTS, and SOTS + JOTS + AI groups. All images were classified according to the AO/OTA 2018 classification system by 2 experienced trauma surgeons and verified by another expert in this field. Based on the actual clinical needs, after discussion, we integrated 8 subgroups into 5 new subgroups, and the dataset was divided into training, validation, and test sets by the ratio of 8:1:1.
RESULTS:
The mean average precision at the intersection over union (IoU) of 0.5 (mAP50) for subgroup detection reached 90.29%. The classification accuracy values of SOTS, JOTS, SOTS + AI, and JOTS + AI groups were 56.24% ± 4.02%, 35.29% ± 18.07%, 79.53% ± 7.14%, and 71.53% ± 5.22%, respectively. The paired t-test results showed that the difference between the SOTS and SOTS + AI groups was statistically significant, as well as the difference between the JOTS and JOTS + AI groups, and the SOTS + JOTS and SOTS + JOTS + AI groups. Moreover, the difference between the SOTS + JOTS and SOTS + JOTS + AI groups in each subgroup was statistically significant, with all p < 0.05. The independent samples t-test results showed that the difference between the SOTS and JOTS groups was statistically significant, while the difference between the SOTS + AI and JOTS + AI groups was not statistically significant. With the assistance of AI, the subgroup classification accuracy of both SOTS and JOTS was significantly improved, and JOTS achieved the same level as SOTS.
CONCLUSION
In conclusion, the YOLOX-SwinT network algorithm enhances the accuracy of AO/OTA subgroups classification of ITF by orthopedic trauma surgeons.
Humans
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Hip Fractures/diagnostic imaging*
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Orthopedic Surgeons
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Algorithms
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Artificial Intelligence
3.Creation and Exploration of the"Organized Fill-in-the-Blank Format"Disci-pline Construction Model for Forensic Medicine in the New Era
Zhi-Wen WEI ; Hong-Xing WANG ; Jun-Hong SUN ; Hao-Liang FAN ; Hong-Liang SU ; Le-Le WANG ; Wen-Ting HE ; Zhe CHEN ; Jie ZHANG ; Xiang-Jie GUO ; Ji LI ; Geng-Qian ZHANG ; Xin-Hua LIANG ; Jiang-Wei YAN ; Qiang-Qiang ZHANG ; Cai-Rong GAO ; Ying-Yuan WANG ; Hong-Wei WANG ; Jun XIE ; Bo-Feng ZHU ; Ke-Ming YUN
Journal of Forensic Medicine 2025;41(1):25-29
Forensic medicine has been designated as a first-level discipline,presenting new opportunities and challenges for the development of forensic medicine.Since the 1980s,the establishment of foren-sic medicine discipline and the cultivation of high-level forensic talents have become hot topics in the development of forensic medicine in China.Since the 13th Five-Year Plan,the forensic team of Shanxi Medical University has been aiming at the forefront,proposing the development goals of"Five First-class"and the discipline development path"Six Major Achievements".It has selected benchmark disci-plines,identified gaps in disciplinary development,unified thoughts,formulated completion timelines,concentrated superior resources,assigned tasks to individuals,and created an"Organized Fill-in-the-Blank Format"forensic medicine discipline construction model with the characteristics of the new era.The construction model of forensic medicine has achieved good results in the goals,discipline frame-work,scientific research,talent cultivation,discipline team and platform construction,forming a rela-tively complete discipline construction and management system,and accumulating valuable experience for the construction of first-level discipline and high-level talent cultivation of forensic medicine.
4.Effects of plasma exchange followed by double plasma molecular adsorption system on cytokines in patients with hepatitis B virus-related acute-on-chronic liver failure
Le ZHANG ; Kaiyi ZHANG ; Yushan LI ; Jiawei XIA ; Hanzhang SHEN ; Xiang LI
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(2):196-200
Objective To explore the significance of immunotherapy for patients with hepatitis B virus-related acute-on-chronic liver failure(HBV-ACLF)using plasma exchange(PE)followed by double plasma molecular adsorption system(DPMAS),as well as its impact on prognosis.Methods Patients who were admitted to the Third People's Hospital of Kunming from June 2019 to June 2023 and met the early and mid-stage diagnostic criteria for HBV-ACLF were selected as the research subjects,with a total of 120 cases.After admission,the patients were divided into the PE+DPMAS group(PD group,63 cases)and the PE group(57 cases)based on different treatment plans.The changes in liver function,coagulation function,cytokines,and model for end-stage liver disease(MELD)scores after treatment,as well as the clinical improvement rates,were observed in both groups.Results ① After treatment,the levels of serum total bilirubin(TBil)in the PD group were significantly lower than those in the PE group(μmol/L:163.4±53.3 vs.226.1±72.5,P<0.05),and the prothrombin activity(PTA)was significantly increased[(51.5±9.2)%vs.(41.1±7.7)%,P<0.05].②After treatment,the levels of interleukins(IL-2,IL-6,IL-8)and tumor necrosis factor-α(TNF-α)in both groups decreased compared to before treatment at 1,2,and 4 weeks,reaching the lowest levels at 4 weeks,the levels of IL-2,IL-6,IL-8,and TNF-α in the PD group were lower than those in the PE group[IL-2(ng/L):1.83(1.75)vs.2.04(1.85),IL-6(ng/L):11.31(5.07)vs.18.18(9.05),IL-8(ng/L):21.14(8.35)vs.29.09(12.41),TNF-α(ng/L):9.16(5.10)vs.14.12(7.27)].The levels of IL-10 decreased at 1 week and 2 weeks after treatment.In the PD group,IL-10 increased at 4 weeks after treatment.The differences compared to the baseline levels before treatment were statistically significant(P<0.05).At 4 weeks after treatment,the level of IL-10 in the PD group was significantly higher than that in the PE group[ng/L:24.72(11.56)vs.19.03(10.04),P<0.05].③ The clinical improvement rates in the PD group were significantly higher than those in the PE group at 2 weeks and 4 weeks after treatment[2 weeks after treatment:65.08%(41/63)vs.40.35%(23/57);4 weeks after treatment:84.13%(53/63)vs.54.39%(31/57),both P<0.05].④After 4 weeks of treatment,the MELD scores in both groups decreased significantly.Compared with the PE group,the MELD score in the PD group was significantly lower(14.87±3.45 vs.19.68±4.63,P<0.05).Conclusion Compared with PE alone,PE+DPMAS treatment for early and mid-stage ACLF patients can more effectively clear the large amount of inflammatory mediators released in the body,better regulate the balance between pro-inflammatory and anti-inflammatory cytokines in the patient's serum,thereby preventing or delaying the formation of systemic inflammatory response syndrome(SIRS)and multiple organ dysfunction syndrome(MODS).The clinical therapeutic effect is better,with a higher improvement rate,achieving the goal of reducing liver damage,improving patient survival rate,and thus improving prognosis.
5.Effects of plasma exchange followed by double plasma molecular adsorption system on cytokines in patients with hepatitis B virus-related acute-on-chronic liver failure
Le ZHANG ; Kaiyi ZHANG ; Yushan LI ; Jiawei XIA ; Hanzhang SHEN ; Xiang LI
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(2):196-200
Objective To explore the significance of immunotherapy for patients with hepatitis B virus-related acute-on-chronic liver failure(HBV-ACLF)using plasma exchange(PE)followed by double plasma molecular adsorption system(DPMAS),as well as its impact on prognosis.Methods Patients who were admitted to the Third People's Hospital of Kunming from June 2019 to June 2023 and met the early and mid-stage diagnostic criteria for HBV-ACLF were selected as the research subjects,with a total of 120 cases.After admission,the patients were divided into the PE+DPMAS group(PD group,63 cases)and the PE group(57 cases)based on different treatment plans.The changes in liver function,coagulation function,cytokines,and model for end-stage liver disease(MELD)scores after treatment,as well as the clinical improvement rates,were observed in both groups.Results ① After treatment,the levels of serum total bilirubin(TBil)in the PD group were significantly lower than those in the PE group(μmol/L:163.4±53.3 vs.226.1±72.5,P<0.05),and the prothrombin activity(PTA)was significantly increased[(51.5±9.2)%vs.(41.1±7.7)%,P<0.05].②After treatment,the levels of interleukins(IL-2,IL-6,IL-8)and tumor necrosis factor-α(TNF-α)in both groups decreased compared to before treatment at 1,2,and 4 weeks,reaching the lowest levels at 4 weeks,the levels of IL-2,IL-6,IL-8,and TNF-α in the PD group were lower than those in the PE group[IL-2(ng/L):1.83(1.75)vs.2.04(1.85),IL-6(ng/L):11.31(5.07)vs.18.18(9.05),IL-8(ng/L):21.14(8.35)vs.29.09(12.41),TNF-α(ng/L):9.16(5.10)vs.14.12(7.27)].The levels of IL-10 decreased at 1 week and 2 weeks after treatment.In the PD group,IL-10 increased at 4 weeks after treatment.The differences compared to the baseline levels before treatment were statistically significant(P<0.05).At 4 weeks after treatment,the level of IL-10 in the PD group was significantly higher than that in the PE group[ng/L:24.72(11.56)vs.19.03(10.04),P<0.05].③ The clinical improvement rates in the PD group were significantly higher than those in the PE group at 2 weeks and 4 weeks after treatment[2 weeks after treatment:65.08%(41/63)vs.40.35%(23/57);4 weeks after treatment:84.13%(53/63)vs.54.39%(31/57),both P<0.05].④After 4 weeks of treatment,the MELD scores in both groups decreased significantly.Compared with the PE group,the MELD score in the PD group was significantly lower(14.87±3.45 vs.19.68±4.63,P<0.05).Conclusion Compared with PE alone,PE+DPMAS treatment for early and mid-stage ACLF patients can more effectively clear the large amount of inflammatory mediators released in the body,better regulate the balance between pro-inflammatory and anti-inflammatory cytokines in the patient's serum,thereby preventing or delaying the formation of systemic inflammatory response syndrome(SIRS)and multiple organ dysfunction syndrome(MODS).The clinical therapeutic effect is better,with a higher improvement rate,achieving the goal of reducing liver damage,improving patient survival rate,and thus improving prognosis.
6.Effects of different processing methods on oil components in Gleditsiae sinensis Fructus and Gleditsiae Fructus Abnormalis
Shi-Rong DOU ; Yan-Gang CAO ; Kai LI ; Lian-Qi TIAN ; Xiang-Le MENG ; Yan-Bang SHI ; Li-Xian ZHANG ; Hong-Wei LI ; Wei-Sheng FENG
Chinese Traditional Patent Medicine 2024;46(6):1809-1818
AIM To investigate the effects of stir-frying,processing with butter and carbonizing by stir-frying on oil components in Gleditsiae sinensis Fructus and Gleditsiae Fructus Abnormalis.METHODS The volatile oils and fatty oils were extracted by steam distillation method and Soxhlet extraction method,respectively,after which the extraction rates were determined.GC-MS was applied to analyzing the kinds and relative contents of oil components,after which cluster analysis was performed.RESULTS After the processing,the two medicinal materials demonstrated increased extraction rates of fatty oils and decreased extraction rates of volatile oils(except for processing with butter),the extraction rates of oil components in Gleditsiae sinensis Fructus were higher than those in Gleditsiae Fructus Abnormalis,and the reduced relative contents of toxic olefin benzene components were observable.CONCLUSION The kinds and relative contents of oil components in Gleditsiae sinensis Fructus and Gleditsiae Fructus Abnormalis exist obvious differences,the former displays better medicinal quality,whose processing mechanism in alleviating dryness and strength may contribute to the reduction of relative contents of toxic olefin benzene components.
7.Detection of avian influenza virus by RAA-CRISPR/Cas13a
Xiangyun LE ; Zhihang FENG ; Yanli FAN ; Qiang ZHANG ; Yicun CAI ; Wei XIONG ; Xiang WANG ; Qingli DONG ; Jian LI ; Junxin XUE ; Yan WANG
Chinese Journal of Veterinary Science 2024;44(10):2153-2158,2171
An innovative on-site real-time avian influenza virus(AIV)detection method was estab-lished by integratingrecombinase-aided amplification(RAA)with the clustered regularly inter-spaced short palindromic repeats(CRISPR)/CRISPR-associated protein(Cas)system.After analy-zing 120 sequences of the M gene of avian influenza viruses of different subtypes publicly available on NCBI,the RAA primers and crRNA were designed based on the identified highly conserved segment and used for RAA nucleic acid amplification.After the amplified products were transferred to a CRISPR/Cas13a detection system,the fluorescence values were monitored throughout the re-action process to indicate the results.The sensitivity and specificity of the RAA-CRISPR/Cas13a method were validated using gradient dilutions(106-100 copies/μL)of positive plasmids and sev-en other avian viruses.Fifty clinical samples were tested using this method and compared with the national standard fluorescence RT-PCR method.The results indicated that the detection limit for RAA-CRISPR/Cas13a method was 102 copies/μL,a two-fold improvement over the standard RAA.Specificity assay showed the established method only detected AIV with no cross-reactivity with other seven avian viruses.Compared to the national standard fluorescence RT-PCR method,this method exhibited 100%specificity,95.24%accuracy,and 98.00%consistency in detection of clinical samples.In conclusion,a universal and rapid RAA-CRISPR/Cas13a for detection of AIV was established with the capacity of achieving detection within 60 minutes at 37 ℃,which provides a rapid,sensitive,and specific on-site detection method for AIV.
8.Clinical application of four-hook needle combined with holographic image in robot-assisted partial nephrectomy for completely intrarenal tumors
Qiubo XIE ; Yu ZHOU ; Lei GAO ; Zhong TU ; Jian SONG ; Renhao WANG ; Xiang LI ; Guan ZHANG ; Le ZHANG ; Tiejun PAN
Chinese Journal of Urology 2024;45(5):343-347
Objective:To investigate the safety and efficacy of four-hook needle combined with holographic image in robot-assisted partial nephrectomy for completely intrarenal tumors.Methods:The clinical data of 8 patients with completely intrarenal tumors treated by robot-assisted partial nephrectomy with four-hook needle combined with holographic image admitted to General Hospital of Central Theater Command from October 2023 to December 2023 were retrospectively analyzed. There were 6 males and 2 females, with average age of (44.5±12.0) years old. Tumors of 6 cases were in the left side and 2 cases in the right side. The maximum diameter of the tumor was (23.2±8.1) mm. The R. E.N.A.L. score was (9.0±1.4). The preoperative serum creatinine (Scr) was (73.1±14.7) μmol/L. CT-guided four-hook needle was used to locate the edge of completely intrarenal tumor before surgery. During the operation, the tumor was precisely resected under the guidance of hologram and four-hook needle. Perioperative data of patients were collected and analyzed.Results:All the tumor were successfully resected under the guidance of four-hook needle and hologram without conversion to radical nephrectomy or open surgery. The mean operative time was (117.0±14.5) min, the mean hot ischemia time was (20.2±5.1) min, the mean intraoperative blood loss was (75.0±17.3) ml, and the average hospitalization time was (9.5±1.3) days.The one week postoperative Scr was (73.2±14.8) μmol/L, which had no significant difference with that of before operation ( P=0.952). None of them received blood transfusion. The pathology results of 8 patients were clear cell renal cell carcinoma, and the surgical margins were negative. Conclusions:For completely intrarenal tumors, the four-hook needle combined with the hologram can guide the surgeon to quickly locate the tumor, accurately resect the tumor, reduce perioperative complications, and is safe and effective.
9. Expression and significance of interferon-inducible protein-10 and cytokines in patients with different infection status of tuberculosis
ZHANG Kaiyi ; LI Haiwen ; LI Mingwu ; LYU Zhengxuan ; LI Xiang ; HAN Yi ; ZHANG Le
China Tropical Medicine 2024;24(6):697-
Abstract: Objective The aim of this study was to observe the expression levels and clinical significance of peripheral blood interferon γ-inducible protein-10 (IP-10) and various cytokines in patients with different infection statuses of tuberculosis and to assess the efficacy of latent tuberculosis infection (LTBI) in the progression to active tuberculosis (ATB). Methods Seventy-six outpatient and inpatient cases from the Third People's Hospital of Kunming were collected and analyzed from March 2023 to February 2024. The patients were divided into three groups: ATB group (31 cases, 17 males, median age 33 years), LTBI group (27 cases, 17 males, median age 29 years), and healthy control (HC) group (18 cases, 11 males, median age 25 years). Peripheral blood samples from the three groups were taken and the expression levels of IP-10 and cytokines IL-6, IL-4, IL-8, IL-10, IL-12, IL-2, and TNF-α were detected using enzyme-linked immunosorbent assay (ELISA) methods. The t-test was used for normally distributed samples, while the Mann-Whitney U test was used for skewed distributions. For comparisons between multiple groups, the Kruskal-Wallis H test was first employed, followed by Dunn's multiple comparison test for pairwise comparisons. Finally, the effectiveness of each cytokine in distinguishing different population groups was analyzed. Results The expression levels of peripheral blood IP-10 were higher in the LTBI and ATB groups than in the HC group, but the area under the curve (AUC) of the receiver operating characteristic (ROC) of the subjects showed moderate sensitivity (AUC:0.7-0.9) and low specificity (AUC:0.5-0.7). The IL-6 expression levels were in the order of high to low in the ATB group, LTBI group, and HC group, where the HC group was significantly lower than the ATB and LTBI groups (F=12.15, P<0.001). The sensitivity and specificity of the ATB group were higher than those in the HC group. Conclusions IP-10 exhibits unique advantages in distinguishing different tuberculosis statuses. The predictive efficacy of a single cytokine is limited. Combining multiple cytokines such as IL-6 with clinical manifestations, a more accurate and comprehensive prediction model can be established.
10.Diagnosis and treatment of 4 cases imported severe malaria and COVID-19 co-infection
ZHANG Le ; MA Zhong-xu ; JIANG Jian-jie ; XIA Jia-wei ; LI Xiang ; TANG Ya-lin ; LIU Shu ; ZHANG Kai-yi
China Tropical Medicine 2023;23(5):556-
Abstract: To explore the clinical characteristics, diagnosis and treatment of imported severe malaria and COVID-19 co-infection cases, and to provide scientific basis for epidemic prevention and control measures. The epidemiological characteristics, clinical manifestations, laboratory tests, treatment process and prognosis of 4 cases of severe malaria and COVID-19 co-infection with confirmed diagnosis were analyzed retrospectively. Four cases of severe malaria were African returnees of the same batch, male, aged 40-54 years old, with the same journey track. They all had African work and life history and acute onset. The main clinical manifestations were fever (4/4), chills (3/4), chills (3/4), nausea and vomiting (3/4), diarrhea (4/4), fatigue and anorexia (4/4). Two cases had headache and dizziness, confusion, muscle aches, two cases had cough, one cases had sputum, sore throat and runny urine. All 4 cases were confirmed by positive nucleic acid detection of the new coronavirus (2019-nCOV) in throat swabs. Plasmodium falciparum was found by microscopic examination of peripheral blood smears of all patients, and all of them were consistent with high altitude helminthiasis. All cases were accompanied by abnormal liver function and severe hypoproteinemia, two cases were hyperbilirubinemia, three cases were dyslipidemia, three cases were involved in abnormal tertiary hemogram with different degrees of elevation of procalcitonin, two cases were lactic acid poisoning, and one case was hypoglycemia. One case showed viral pneumonia on chest CT. All cases were treated individually according to the different conditions and were discharged after improvement, and were rechecked for 2019-nCOV nucleic acid and microscopic examination of blood smear negative for Plasmodium.During the global COVID-19 epidemic, the emergence of coinfection cases of con-infection of imported malaria parasites and severe acuterespiratory syndrome coronavirus 2 (SARS-CoV-2) makes the clinical diagnosis and treatment more complicated. It is important to establish the awareness of simultaneous prevention and diagnosis of COVID-19 and malaria for local prevention and control and early warning of severe cases, and timely and effective formulation of treatment plan to improve the comprehensive treatment efficiency.

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