1.Diagnostic value of a combined clinical-radiomics model based on MRI for the assessment of renal fibrosis in chronic kidney disease
Chaogang WEI ; Ying ZENG ; Qing MA ; Zhicheng JIN ; Yilin XU ; Ye ZHU ; Xiaojing LI ; Junkang SHEN ; Zhen JIANG
Chinese Journal of Radiology 2025;59(10):1163-1169
Objective:To explore the diagnostic value of a clinical-radiomics model based on the T 1 mapping and apparent diffusion coefficient (ADC)-based radiomics, and the clinical indicator for renal fibrosis (RF) caused by chronic kidney disease (CKD). Methods:This cross-sectional study prospectively and consecutively enrolled 122 patients with CKD at the Second Affiliated Hospital of Soochow University from September 2021 to December 2023 who were randomly allocated to a training set ( n=85) or a validation set ( n=37) in an approximate 7∶3 ratio using simple random sampling. Patients underwent T 1 mapping and diffusion-weighted imaging scans. Renal biopsy was performed within 3 days after the MRI scans. Patients were categorized into three groups based on the degree of RF: no RF ( n=25), mild RF ( n=55), and moderate to severe RF ( n=42). To differentiate the presence of RF (no RF vs. any RF) and the severity of RF (mild RF vs. moderate to severe RF), univariate and multivariate logistic regression were used to optimize the independent clinical predictor, which constituted the clinical model. Radiomics features were extracted from regions of interest delineated within the renal parenchyma of the right kidney on T 1 mapping and ADC maps. Features were selected using least absolute shrinkage and selection operator regression to build the radiomics model. A clinical-radiomics model was subsequently constructed by integrating the independent clinical predictors with the selected radiomics features. Model diagnostic performance was evaluated using the area under the receiver operating characteristic curve (AUC). Calibration curve was plotted to assess model calibration, and decision curve analysis was performed to evaluate clinical net benefit. Results:Univariate logistic regression analysis revealed that estimated glomerular filtration rate (eGFR), serum creatinine, and blood urea nitrogen exhibited statistically significant differences ( P0.05) in distinguishing both the presence and severity of RF. Multivariate analysis identified eGFR as an independent clinical predictor for both the presence of RF ( OR=0.939, 95% CI 0.898-0.982, P=0.006) and RF severity ( OR=0.956, 95% CI 0.917-0.997, P=0.037). From the MRI images, 7 radiomics features were selected to build the radiomics model for distinguishing the presence of RF, and 8 features were selected for the model assessing RF severity. These radiomics models were then combined with eGFR to construct the clinical-radiomics models. The clinical-radiomics models demonstrated the highest diagnostic performance, with an AUC of 0.935 (95% CI 0.859-0.977) for RF presence and 0.967 (95% CI 0.891-0.995) for RF severity in the training set, and 0.914 (95% CI 0.774-0.981) and 0.908 (95% CI 0.748-0.981) in the validation set. Calibration curves and decision curve analysis confirmed that the clinical-radiomics models exhibited excellent calibration and provided the highest clinical net benefit for assessing RF in CKD patients. Conclusion:The clinical-radiomics model integrating T 1 mapping and ADC-based radiomics and eGFR can effectively improve the diagnostic performance for RF in CKD patients.
2.Diagnostic value of a combined clinical-radiomics model based on MRI for the assessment of renal fibrosis in chronic kidney disease
Chaogang WEI ; Ying ZENG ; Qing MA ; Zhicheng JIN ; Yilin XU ; Ye ZHU ; Xiaojing LI ; Junkang SHEN ; Zhen JIANG
Chinese Journal of Radiology 2025;59(10):1163-1169
Objective:To explore the diagnostic value of a clinical-radiomics model based on the T 1 mapping and apparent diffusion coefficient (ADC)-based radiomics, and the clinical indicator for renal fibrosis (RF) caused by chronic kidney disease (CKD). Methods:This cross-sectional study prospectively and consecutively enrolled 122 patients with CKD at the Second Affiliated Hospital of Soochow University from September 2021 to December 2023 who were randomly allocated to a training set ( n=85) or a validation set ( n=37) in an approximate 7∶3 ratio using simple random sampling. Patients underwent T 1 mapping and diffusion-weighted imaging scans. Renal biopsy was performed within 3 days after the MRI scans. Patients were categorized into three groups based on the degree of RF: no RF ( n=25), mild RF ( n=55), and moderate to severe RF ( n=42). To differentiate the presence of RF (no RF vs. any RF) and the severity of RF (mild RF vs. moderate to severe RF), univariate and multivariate logistic regression were used to optimize the independent clinical predictor, which constituted the clinical model. Radiomics features were extracted from regions of interest delineated within the renal parenchyma of the right kidney on T 1 mapping and ADC maps. Features were selected using least absolute shrinkage and selection operator regression to build the radiomics model. A clinical-radiomics model was subsequently constructed by integrating the independent clinical predictors with the selected radiomics features. Model diagnostic performance was evaluated using the area under the receiver operating characteristic curve (AUC). Calibration curve was plotted to assess model calibration, and decision curve analysis was performed to evaluate clinical net benefit. Results:Univariate logistic regression analysis revealed that estimated glomerular filtration rate (eGFR), serum creatinine, and blood urea nitrogen exhibited statistically significant differences ( P0.05) in distinguishing both the presence and severity of RF. Multivariate analysis identified eGFR as an independent clinical predictor for both the presence of RF ( OR=0.939, 95% CI 0.898-0.982, P=0.006) and RF severity ( OR=0.956, 95% CI 0.917-0.997, P=0.037). From the MRI images, 7 radiomics features were selected to build the radiomics model for distinguishing the presence of RF, and 8 features were selected for the model assessing RF severity. These radiomics models were then combined with eGFR to construct the clinical-radiomics models. The clinical-radiomics models demonstrated the highest diagnostic performance, with an AUC of 0.935 (95% CI 0.859-0.977) for RF presence and 0.967 (95% CI 0.891-0.995) for RF severity in the training set, and 0.914 (95% CI 0.774-0.981) and 0.908 (95% CI 0.748-0.981) in the validation set. Calibration curves and decision curve analysis confirmed that the clinical-radiomics models exhibited excellent calibration and provided the highest clinical net benefit for assessing RF in CKD patients. Conclusion:The clinical-radiomics model integrating T 1 mapping and ADC-based radiomics and eGFR can effectively improve the diagnostic performance for RF in CKD patients.
3.Clinical efficacy of laser ablation and closure in the treatment of sacrococcygeal pilonidal disease and analysis of risk factors for postoperative recurrence in male patients
Zhicheng LI ; Lei JIN ; Zhenyi WANG ; Jialin QIN ; Jiong WU
Chinese Journal of Gastrointestinal Surgery 2025;28(12):1448-1454
Objective:To investigate the clinical efficacy and safety of laser ablation and closure for the treatment of sacrococcygeal pilonidal disease (SPD) and to analyze risk factors for postoperative recurrence in male patients.Methods:A retrospective observational study was conducted to collect clinical data of 369 patients with SPD who underwent laser ablation and closure in the Anorectal Department of Yueyang Hospital of Integrated Traditional Chinese and Western Medicine Affiliated to Shanghai University of Traditional Chinese Medicine between March 2019 and December 2024. Perioperative outcomes and postoperative recurrence were analyzed. The cohort included 313 males and 56 females, with 43 patients aged ≤18 years. The median body mass index was 26.3 (IQR: 22.9, 29.6) kg/m2, and the median disease duration was 28 months (IQR: 4, 76). Among them, 218 male SPD patients who underwent surgery received preoperative sex hormone testing. A logistic regression model was used to analyze the risk factors for recurrence.Results:All patients completed the surgery. The median intraoperative ablation energy delivered was 426.8 (IQR: 243.9, 683.9) J, with no occurrence of major intraoperative complications. Postoperatively, a total of 31 patients (8.4%) required analgesic medication. Within the first postoperative week, 12 patients experienced wound oozing/bleeding; hemostasis was achieved by compression alone in 5 cases, while the remaining 7 instances required suture hemostasis after failed compression attempts. No other complications were observed. The median postoperative hospital stay was 6 (IQR: 4, 8) days, and the median time to return to regular work and life was 7 (IQR: 5, 12) days. The wound healing rate was 100%, with a median wound healing time of 35 (IQR: 30, 42) days. Postoperative recurrence occurred in 19 patients (5.1%), all of whom were male. Multivariate logistic regression analysis identified age ≤18 years (OR = 4.764, 95%CI: 2.424-34.905, P = 0.008) and a history of previous SPD surgery (OR = 5.078, 95%CI: 1.431-18.019, P = 0.012) as independent risk factors for recurrence after SPD laser ablation and closure surgery. Conclusion:Laser ablation and closure are safe, effective, and minimally invasive treatments for SPD. However, particular attention should be paid to the risk of recurrence in young male patients and those with a history of previous SPD surgery.
4.Clinical efficacy of laser ablation and closure in the treatment of sacrococcygeal pilonidal disease and analysis of risk factors for postoperative recurrence in male patients
Zhicheng LI ; Lei JIN ; Zhenyi WANG ; Jialin QIN ; Jiong WU
Chinese Journal of Gastrointestinal Surgery 2025;28(12):1448-1454
Objective:To investigate the clinical efficacy and safety of laser ablation and closure for the treatment of sacrococcygeal pilonidal disease (SPD) and to analyze risk factors for postoperative recurrence in male patients.Methods:A retrospective observational study was conducted to collect clinical data of 369 patients with SPD who underwent laser ablation and closure in the Anorectal Department of Yueyang Hospital of Integrated Traditional Chinese and Western Medicine Affiliated to Shanghai University of Traditional Chinese Medicine between March 2019 and December 2024. Perioperative outcomes and postoperative recurrence were analyzed. The cohort included 313 males and 56 females, with 43 patients aged ≤18 years. The median body mass index was 26.3 (IQR: 22.9, 29.6) kg/m2, and the median disease duration was 28 months (IQR: 4, 76). Among them, 218 male SPD patients who underwent surgery received preoperative sex hormone testing. A logistic regression model was used to analyze the risk factors for recurrence.Results:All patients completed the surgery. The median intraoperative ablation energy delivered was 426.8 (IQR: 243.9, 683.9) J, with no occurrence of major intraoperative complications. Postoperatively, a total of 31 patients (8.4%) required analgesic medication. Within the first postoperative week, 12 patients experienced wound oozing/bleeding; hemostasis was achieved by compression alone in 5 cases, while the remaining 7 instances required suture hemostasis after failed compression attempts. No other complications were observed. The median postoperative hospital stay was 6 (IQR: 4, 8) days, and the median time to return to regular work and life was 7 (IQR: 5, 12) days. The wound healing rate was 100%, with a median wound healing time of 35 (IQR: 30, 42) days. Postoperative recurrence occurred in 19 patients (5.1%), all of whom were male. Multivariate logistic regression analysis identified age ≤18 years (OR = 4.764, 95%CI: 2.424-34.905, P = 0.008) and a history of previous SPD surgery (OR = 5.078, 95%CI: 1.431-18.019, P = 0.012) as independent risk factors for recurrence after SPD laser ablation and closure surgery. Conclusion:Laser ablation and closure are safe, effective, and minimally invasive treatments for SPD. However, particular attention should be paid to the risk of recurrence in young male patients and those with a history of previous SPD surgery.
5.Formulation and Analysis on the Standard of Construction of Medication Safety Culture
Wenjing HOU ; Su SHEN ; Aiping WEN ; Jin LU ; Jiancun ZHEN ; Wei ZHANG ; Dan MEI ; Zhicheng GONG ; Yubo WU ; Qunhong SHEN ; Weiyi FENG ; Ling TAN ; Yanhua ZHANG ; Fang LIU ; Xiaole ZHANG
Herald of Medicine 2024;43(7):1079-1083
The construction of a medication safety culture is important for medication safety management and rational drug use.The construction of medication safety culture standards is formulated based on relevant national policies and regulations,accreditation standards for hospitals,expert opinions,the current situation,and the development trend of the healthcare industry.With scientificity,general applicability,instructive guidance,and practicality,they standardized basic requirements,management processes,and improvement of the construction of medication safety culture.To facilitate understanding and the implementation of the standards,we describe the process of standards formulation and explain the key points of the standards.
6.Feasibility study on the use of peripheral blood differentially expressed genes for objective classification of chronic subjective tinnitus: a case study on high-frequency tinnitus
Zhicheng LI ; Bixing FANG ; Jin XIE ; Xinyi WANG ; Jingshi ZHOU ; Xiangli ZENG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(7):727-734
Objective:To explore the feasibility of constructing an objective tinnitus subtype model based on peripheral blood differentially expressed genes (DEGs) using a combination of Weighted Gene Co-expression Network Analysis (WGCNA) and Random Forest algorithm (RF).Methods:From October 2019 to June 2020, peripheral blood DEGs were obtained from 37 patients (from the Third Affiliated Hospital of Sun Yat-sen University)with chronic subjective high-frequency tinnitus (21 unbothersome type, 16 bothersome type) and 20 healthy volunteers through high-throughput sequencing. WGCNA was used to construct gene modules with different expression patterns and analyze their relationships with tinnitus characteristics. Subsequently, RF was employed to build subtype models, which were evaluated by the area under the receiver operating characteristic curve (AUC), accuracy, and F1-score.Results:A total of 12 351 intergroup DEGs were divided into 9 gene modules. Among them, MEblue, MEgreen, and MEbrown showed significant negative correlations with the healthy volunteer group, while MEpink showed a significant positive correlation with the tinnitus distress group. The "Tinnitus vs. Normal" and "Compensatory vs. Decompensatory" subtype models, based on MEblue and MEpink respectively, both had AUCs greater than 0.80, accuracies above 90%, and F1-scores above 0.90, indicating good performance.Conclusions:Peripheral blood DEGs are potential biological indicators for objective classification of subjective tinnitus. The combined application of WGCNA and the Random Forest algorithm should be a viable approach to constructing an objective tinnitus subtype model. However, further exploration and refinement are needed to validate the model′s generalizability, cross-dataset performance, and algorithm optimization.
7.A novel shark VNAR antibody-based immunotoxin targeting TROP-2 for cancer therapy.
Xiaozhi XI ; Yanqing WANG ; Guiqi AN ; Shitao FENG ; Qiumei ZHU ; Zhongqiu WU ; Jin CHEN ; Zhicheng ZUO ; Qiang WANG ; Ming-Wei WANG ; Yuchao GU
Acta Pharmaceutica Sinica B 2024;14(11):4806-4818
TROP-2, a tumor-associated antigen, has been implicated in the progression of various epithelial tumors. Due to its favorable expression profile, TROP-2 has emerged as a promising target for antibody-drug conjugates (ADCs) based anti-tumor therapies. Although ADCs have shown efficacy in cancer treatment, their application in solid tumors is hindered by their high molecular weight, poor tumor penetration, and release of cytotoxic molecules. Therefore, a recombinant immunotoxin was developed based on a shark-derived variable domain of immunoglobulin new antigen receptor (VNAR) antibody. VNARs are only one-tenth the size of IgG antibodies and possess remarkable tissue penetration capabilities and high stability. In this study, a shark VNAR phage display library was created, leading to the identification of shark VNAR-5G8 that targets TROP-2. VNAR-5G8 exhibited a high affinity and cellular internalization ability towards cells expressing high levels of TROP-2. Epitope analysis revealed that VNAR-5G8 recognizes a hidden epitope consisting of CRD and TY-1 on TROP-2. Subsequently, VNAR-5G8 was fused with a truncated form of Pseudomonas exotoxin (PE38) to create the recombinant immunotoxin (5G8-PE38), which exhibited significant anti-tumor activity in vitro and in vivo. Overall, this study highlights the promise of 5G8-PE38 as a valuable candidate for cancer therapy.
8.Effects of tibial second toe free flap bridged with blood flow and nerve in the treatment of severe flexion contracture of the proximal interphalangeal joint
Kai WANG ; Guangzhe JIN ; Zhicheng TENG ; Chengwei GE ; Zhijin LIU ; Jihui JU ; Shuai DONG ; Qiang WANG ; Yadong LI
Chinese Journal of Burns 2023;39(8):765-770
Objective:To investigate the effects of tibial second toe free flap bridged with blood flow and nerve in the treatment of severe flexion contracture of the proximal interphalangeal joint.Methods:A retrospective observational study was conducted. From March 2013 to October 2019, 9 patients with severe flexion contracture (type Ⅲ) of the proximal interphalangeal joint after trauma operation, conforming to the inclusion criteria, were hospitalized in Suzhou Ruihua Orthopaedic Hospital, including 5 males and 4 females, aged from 17 to 62 years. After the contracture tissue affecting the extension of the proximal interphalangeal joint was cut off, and the scar tissue was resected, the size of the volar wound near the proximal interphalangeal joint in extended position was 2.0 cm×1.0 cm-2.5 cm×1.5 cm, with the length of proper digital artery and nerve defect being 1.0-1.5 cm. A free flap of the same size as the wound was cut from the tibial side of the second toe and transplanted to repair the wound, and the defective proper digital artery and nerve was repaired by bridging with the tibial proper plantar digital artery and nerve of about 1.5 cm in length. The full-thickness skin graft was taken from the proximal tibial side of the lower leg to repair the wound at flap donor site. The wound at skin graft donor site was sutured directly. The survival of flap and skin graft was observed after operation. The patients were followed up, and at the last follow-up, the recovery of the affected finger and the second toe, including the donor and recipient areas were observed, the two-point discrimination distances of the flap repaired site and the pulp of the affected finger were observed and measured at the same time, the blood flow patency of bridged vessel of the affected finger was examined by Allen test, and the function of the proximal interphalangeal joint of the affected finger was evaluated according to Chinese Medical Association's standard for the range of motion of proximal interphalangeal joint.Results:The flaps and skin grafts survived smoothly after operation. The follow-up after operation lasted for 5 to 22 months, with a mean of 10 months. At the last follow-up, the flap repaired site had good shape, good color and texture, with the two-point discrimination distance being 9-12 mm, and the two-point discrimination distance of the pulp of the affected finger was 6-10 mm; the Allen test results of the affected fingers were all negative (i.e., the bridged vessels had good blood flow patency), with no recurrence of flexion contracture, and the function of the proximal interphalangeal joint was evaluated as excellent; the skin graft area of the second toe was not ruptured but was a little pigmented, and the flexion and extension activities of toe were good.Conclusions:The tibial second toe free flap bridged with blood flow and nerve has reliable therapeutic effect in the treatment of severe flexion contracture of the proximal interphalangeal joint, and the color and texture of the flap repaired area are good. Bridging to repair the severely contracted proper digital artery and nerve is beneficial to improve the blood supply of the finger body and rebuild the sensation.
9.Association of mobile phone use with childhood abuse experiences and sleep quality in medical students
LI Ruoyu, LI Shuqin, JIANG Zhicheng, JIN Zhengge, WANG Rui, SONG Xianbing, ZHANG Shichen, WAN Yuhui
Chinese Journal of School Health 2022;43(1):82-86
Objective:
To explore the mediating effect and gender difference of mobile phone use in the association between different types of childhood abuse experiences and sleep quality of medical students, so as to provide reference for promoting sleep quality of medical students.
Methods:
A longitudinal study design method was used to select freshmen and sophomores in two medical colleges in Anhui Province from November to December 2019, follow up data were collected from May to June 2020, and a total of 6 879 students were included in this study. Spearman correlation was used to analyze the association between baseline childhood abuse experiences, baseline mobile phone use and follow up sleep quality. Bootstrap program and Process software were applied to test the mediating effect of mobile phone use in the relationship between childhood abuse and sleep quality.
Results:
Childhood abuse experiences were positively correlated with mobile phone use and sleep quality score ( r = 0.27 , 0.24, P <0.01), and mobile phone use was positively correlated with sleep quality score ( r =0.31, P <0.01). In the total sample, after adjusting for confounding factors, mobile phone use played a partial mediating role in childhood abuse experiences (including emotional abuse, physical abuse, sexual abuse) and sleep quality, and the mediating effect was 18.08% (18.12%, 17.15%, 24.09%). The mediating effect of mobile phone use on the relationship between childhood emotional abuse, sexual abuse, childhood abuse and sleep quality in girls(18.32%, 28.05%, 18.24%) was higher than in boys(17.81%, 18.94%, 17.63%).
Conclusion
Mobile phone use has a mediating effect on the relationship between childhood abuse and sleep quality, controlling mobile phone overuse may contribute to improving the sleep quality for those who have experienced childhood abuse.
10.Associations between sleep duration and negative emotions among junior college students
LIU Jing,HE Jiajia, JIN Zhengge, LI Shuqin, JIANG Zhicheng, LI Ruoyu, WAN Yuhui
Chinese Journal of School Health 2021;42(11):1670-1673
Objective:
To explore the associations between sleep duration and negative emotions among junior college students,and to provide reference for mental health promotion among college students.
Methods:
Cluster sampling method were used to select 2 524 freshmen from a college in Huainan, Anhui Province. Questionnaires were used to investigate general demographic characteristics, sleep timing, negative emotions and other information. The restricted cubic spline and multivariate Logistic regression were used to analyze the relationship between sleep duration and negative emotion among junior college students.
Results:
The prevalence of depressive symptoms, anxiety symptoms, stress associated symptoms were 19.41%(490), 28.2%(713), 9.9%(250) respectively.The prevalence of negative emotions was higher among boys(24.3%,34.0%,19.1%) than girls(18.7%,27.4%,8.5%). The differences between groups were statistically significant( P <0.01). After adjusting for confounding factors, sleep duration and negative emotions showed a non linear dose response relationship. Compared with the reference group(8-<9 h), sleep duration <7 h was significantly associated with an increased risk of depressive symptoms and stress symptoms, and <8 h was associated with an increased risk of anxiety symptoms. The additional sleep time on weekends ≥5 h was associated with negative emotions compared with the reference group(<1 h)( P <0.01).
Conclusion
Short sleep duration and extra weekend sleep are associated with negative emotions. Reasonable sleep schedule among junior college students might be helpful for the prevention and control of negative emotions.


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