1.A bibliometric and visual analysis of the literature published in the journal of Organ Transplantation since its inception
Xi CAO ; Tao HUANG ; Qiwei YANG ; Lin YU ; Xiaowen WANG ; Wenfeng ZHU ; Haoqi CHEN ; Ning FAN ; Genshu WANG
Organ Transplantation 2026;17(1):133-142
Objective To systematically analyze the literature characteristics of Journal of Organ Transplantation since its inception. Methods Using the China National Knowledge Infrastructure (CNKI) academic journal full-text database as the data source, all articles published in the Journal of Organ Transplantation from January 2010 to August 2025 were retrieved. After excluding non-academic papers, a total of 1 568 research papers were included. R language 4.3.0, Bibliometrix package 3.2.1, and Citespace software were used to analyze the number of publications, publishing institutions, authors, keywords and other aspects. Results The number of publications in Journal of Organ Transplantation increased from an average of 82 articles per year in the early years after its inception to 113 articles per year in recent years, a growth of 37.8%. The geographical distribution of publishing institutions covers 32 provinces, cities and autonomous regions nationwide, mainly concentrated in the South China, East China and North China regions, and has now basically covered the central and western regions in recent years. The author collaboration network includes 45 authors distributed across 7 major collaboration clusters, forming a stable multi-level national research system centered on key university-affiliated hospitals. The high-frequency keywords are dominated by "liver transplantation" (425 times) and "kidney transplantation" (396 times). The theme evolution shows a clear three-stage characteristic: initially focusing on clinical technology application, deepening to immune mechanism exploration in the middle stage, and recently (since 2022) focusing on cutting-edge research areas such as xenotransplantation. Conclusions Journal of Organ Transplantation has witnessed the rapid development of China's organ transplantation cause, fully reflecting the research status and trends in China's organ transplantation field, and has provided an important platform for the future development and international cooperation in China's organ transplantation field.
2.Recurrence risk prediction models of postoperative patients with renal cell carcinoma based on machine learning
Peipei WANG ; Zhao HOU ; Hui MA ; Dingyang LYU ; Qiwei WANG ; Weibing SHUANG
Journal of Modern Urology 2025;30(3):240-247
Objective: To explore the influencing factors of recurrence in postoperative patients with renal cell carcinoma,construct machine learning prediction models and evaluate their performance. Methods: Clinical data of 915 patients with renal cell carcinoma treated in our hospital during 2013 and 2021 were retrospectively collected.The data were randomly divided into a training set (n=510) and a validation set (n=218) in a 7∶3 ratio.In the training set,LASSO regression algorithm was used to screen important variables,and machine learning prediction models were constructed to predict the recurrence risk.In the validation set,the effectiveness of the models was compared combined with the area under receiver operating characteristic curve (AUC),accuracy rate,F1 value and other indicators. Results: LASSO regression screened out the risk factors,including smoking history,tumor size,N stage,Fuhrman grade,thrombin time and fibrinogen,based on which,the logistic model,decision tree model,random forest model,and Bayes model were constructed.In the validation set,the AUC of the above 4 models was 0.862,0.792,0.843 and 0.861,respectively; the accuracy was 0.917,0.908,0.904 and 0.927,respectively; F1 value was 0.357,0.286,0.323 and 0.600,respectively.The Bayes model had the most stable performance and best differentiation. Conclusion: In this data set,the prediction model based on Bayes algorithm has a good performance and can provide reference for clinical decision making.
3.Epidemiological characteristics and immunization history of pertussis cases in Yichang City 2018 - 2023
Weiwei WANG ; Xiaojun LIU ; Yi YAN ; Jing JIANG ; Qiujing YU ; Wei JIANG ; Li GUO ; Jialian YU ; Guiwen LI ; Qiwei WANG
Journal of Public Health and Preventive Medicine 2025;36(6):86-89
Objective To analyze the epidemiological characteristics and immunization history of pertussis cases in Yichang City, Hubei Province from 2018 to 2023. Methods Data on the incidence and immunization history of pertussis cases were collected in Yichang City from 2018 to 2023, and the epidemiological characteristics was analyzed and described. Results A total of 109 cases of pertussis were reported in Yichang from 2018 to 2023, and the annual average reported incidence rate was 0.45/100,000. The incidence rate reported in each year was between 0~1.58/100,000. The area with the highest annual reported incidence rate was Xiling District (1.19/100,000). There was a statistically significant difference in the incidence rate between different years (χ2=208.26, P < 0.001). The annual reported incidence rate showed a significant increasing trend (χ2 trend =125.71, P < 0.001). The ratio of male to female cases was 1.22. There was no significant difference in the annual reported incidence rates between males and females (χ2=0.85, P=0.36). Children aged 3-9 years accounted for 60.55%. Students and scattered children accounted for 45.87% and 36.70%, respectively. Before the onset of the disease, 72.48% had a history of immunization with pertussis-containing vaccine, and 27.52% had no history of immunization. The shortest interval between the last dose of pertussis-containing vaccine and the onset of the disease was 8 days, the longest was 4057 days, and the median was 1882 days. Conclusion From 2018 to 2023, the reported incidence of pertussis in Yichang City has been on the rise, with the majority of cases occurring in children and students under the age of 9. It is recommended to strengthen pertussis disease monitoring.
4.Construction and Validation of a Large Language Model-Based Intelligent Pre-Consultation System for Traditional Chinese Medicine
Yiqing LIU ; Ying LI ; Hongjun YANG ; Linjing PENG ; Nanxing XIAN ; Kunning LI ; Qiwei SHI ; Hengyi TIAN ; Lifeng DONG ; Lin WANG ; Yuping ZHAO
Journal of Traditional Chinese Medicine 2025;66(9):895-900
ObjectiveTo construct a large language model (LLM)-based intelligent pre-consultation system for traditional Chinese medicine (TCM) to improve efficacy of clinical practice. MethodsA TCM large language model was fine-tuned using DeepSpeed ZeRO-3 distributed training strategy based on YAYI 2-30B. A weighted undirected graph network was designed and an agent-based syndrome differentiation model was established based on relationship data extracted from TCM literature and clinical records. An agent collaboration framework was developed to integrate the TCM LLM with the syndrome differentiation model. Model performance was comprehensively evaluated by Loss function, BLEU-4, and ROUGE-L metrics, through which training convergence, text generation quality, and language understanding capability were assessed. Professional knowledge test sets were developed to evaluate system proficiency in TCM physician licensure content, TCM pharmacist licensure content, TCM symptom terminology recognition, and meridian identification. Clinical tests were conducted to compare the system with attending physicians in terms of diagnostic accuracy, consultation rounds, and consultation duration. ResultsAfter 100 000 iterations, the training loss value was gradually stabilized at about 0.7±0.08, indicating that the TCM-LLM has been trained and has good generalization ability. The TCM-LLM scored 0.38 in BLEU-4 and 0.62 in ROUGE-L, suggesting that its natural language processing ability meets the standard. We obtained 2715 symptom terms, 505 relationships between diseases and syndromes, 1011 relationships between diseases and main symptoms, and 1 303 600 relationships among different symptoms, and constructed the Agent of syndrome differentiation model. The accuracy rates in the simulated tests for TCM practitioners, licensed pharmacists of Chinese materia medica, recognition of TCM symptom terminology, and meridian recognition were 94.09%, 78.00%, 87.50%, and 68.80%, respectively. In clinical tests, the syndrome differentiation accuracy of the system reached 88.33%, with fewer consultation rounds and shorter consultation time compared to the attending physicians (P<0.01), suggesting that the system has a certain pre- consultation ability. ConclusionThe LLM-based intelligent TCM pre-diagnosis system could simulate diagnostic thinking of TCM physicians to a certain extent. After understanding the patients' natural language, it collects all the patient's symptom through guided questioning, thereby enhancing the diagnostic and treatment efficiency of physicians as well as the consultation experience of the patients.
5.Unveiling and Validating a Modified Method to Assess Cervical Sagittal Alignment as an Effective Substitute for Conventional C2-7 Cobb Angle
Wenpeng LI ; Qiwei WANG ; Qiancheng ZHAO ; Ziliang ZENG ; Xumin HU ; Xin LV ; Liangbin GAO
Clinics in Orthopedic Surgery 2025;17(1):130-137
Background:
Developing and validating a modified parameter, the SYS-G angle (the angle between the lower endplate of the C2 and the upper endplate of C7 vertebrae), as a feasible substitute for the C2–C7 Cobb method in assessing cervical sagittal alignment and exploring its reference range through a large-scale retrospective study.
Methods:
The visibility of the C6, C7 upper, and C7 lower endplates was graded and compared. Baseline data such as height, weight, body mass index (BMI), age, and sex were analyzed for their impact on the visibility of the C7 lower endplate. Values of C2-6 Cobb angle, SYS-G angle, and C2-7 Cobb angle were measured. The intra- and interobserver reliability, differences, and efficacy of evaluation on cervical lordosis of the parameters were compared, and the correlations among the parameters were analyzed. Furthermore, reference ranges for the SYS-G angle were established based on lateral cervical spine x-rays of 825 asymptomatic Chinese adults across different age groups and sexes.
Results:
The visibility of the C7 lower endplates was significantly reduced compared to the C6 lower and C7 upper endplates.Age, weight, BMI, and male sex were identified as factors negatively influencing the visibility of the C7 lower endplate. Both intraobserver and interobserver reliability demonstrated excellence for all tested parameters. The linear regression model unveiled a stronger association of the SYS-G angle with the C2-7 Cobb angle compared to the C2-6 Cobb angle. Furthermore, the SYS-G angle exhibited excellent efficacy in evaluating cervical lordosis. Age displayed a positive correlation with the SYS-G angle, and across every age bracket from 20 to 69 years, men exhibited a higher mean SYS-G angle compared to women.
Conclusions
The visibility of the C7 lower endplate diminishes with increasing age, weight, BMI, and male sex. In cases where the C7 lower endplate is unclear, the SYS-G angle emerges as a reliable method for estimating cervical sagittal morphology. Reference ranges for the SYS-G angle were established across various age groups and sexes among asymptomatic Chinese adults, offering a valuable resource to guide therapeutic interventions for cervical spine disorders and deformities.
6.Serum growth hormone of children with infectious pneumonia and its association with blood biochemistry and body immunity
Yamin SHANG ; Ying LI ; Xiaojian MA ; Ying DAI ; Qiwei WANG
Chinese Journal of Nosocomiology 2025;35(6):900-903
OBJECTIVE To explore the serum growth hormone(GH)of the children with infectious pneumonia and analyze its association with blood biochemistry and body immunity.METHODS A total of 211 children with infec-tious pneumonia who were treated in Huaihe Hospital,Henan University from Jan.2023 to Jan.2024 were recrui-ted as the research subjects and were divided into the mild group with 156 cases and the severe group with 55 cases according to the severity of disease.The change of serum GH and the levels of blood biochemical indexes and im-munity indexes were observed and compared between the two groups.Multivariate logistic regression analysis was performed for the influencing factors,receiver operating characteristic(ROC)curves were drawn to analyze the predictive efficiencies.Linear regression analysis was performed to observe the relationship between the infectious pneumonia and the blood biochemistry and body immunity.RESULTS The GH level of the severe group was(18.34±4.33)μg/L,higher than(10.16±2.84)μg/L of the mild group(t=15.853,P<0.001).There were sig-nificant differences in the blood biochemistry indexes,cellular and humoral immunity indexes between the severe group and the mild group(P<0.05).The difference values of changes of C-reactive protein(CRP),CD4+and immunoglobulin(Ig)G were the most(t=16.023,87.639,111.957,all P<0.001).ROC curve analysis showed that the area under the curve(AUC)of CD23+was the highest,with the sensitivity 100.00%,the specificity 98.88%.The result of the linear regression analysis showed that the GH was only positively correlated with the cellular immunity index CD23+(P<0.05).CONCLUSION The GH level of the children with infectious pneumonia is reduced;the chang of GH level is closely associated with the blood biochemical indexes CRP and the body im-munity of the children.
7.Trends of Incidence and Age at Onset of Bone Malignant Tumors in Jiangsu Cancer Registration Areas from 2009 to 2019
Pei ZHAO ; Ye XIE ; Qiumei LI ; Qiwei WANG ; Renqiang HAN ; Weigang MIAO ; Ran TAO ; Jinyi ZHOU
China Cancer 2025;34(8):618-625
[Purpose]To analyze the trends of incidence and age at onset of bone malignant tumors in cancer registration areas of Jiangsu Province from 2009 to 2019.[Methods]Incidence data of bone malignant tumors from 2009 to 2019 were collected from 16 consecutive and quality-con-trolled cancer registries in Jiangsu Province.The incidence rates,average age at onset,and inci-dence composition of bone malignant tumors were calculated.A birth cohort model was constructed to analyze the changes in the incidence of bone malignant tumors in the population born from 1929 to 2019.Joinpoint regression models were used to analyze the average annual percentage change(AAPC)in the incidence rates and the incidence composition of bone malignant tumors for each year in those aged 60 years old and above.A general linear regression model was used to ana-lyze the trend of the average age of onset.[Results]The crude incidence rate of bone malignant tumors in women in Jiangsu cancer registration areas decreased from 2009 to 2019,with an AAPC of-2.62%(P=0.025).After adjusting the population composition,except for urban areas,the incidence of bone malignant tumors in the whole province,men,women and rural areas all decreased significantly,with AAPC of-3.15%,-2.49%,-4.31%and-2.23%,respectively.The average age at onset of bone malignant tumors in the whole province,men and urban areas de-creased significantly yearly,with an average annual decrease of 0.365,0.504 and 0.469 years old,respectively.In the same period,the incidence of malignant bone tumors in the whole province,men,women and urban areas of age groups of 50~59,60~69 and 70~79 years old showed a decreasing trend,the AAPC ranged from-9.06%to-4.14%(all P<0.05),and the inci-dence decreased gradually with the year of birth.The incidence of malignant bone tumors in men<30 years old increased yearly with an AAPC of 4.30%(P<0.05).Compared with 2009,the com-position of incidence in men aged 15~39 years old and in urban population increased in 2019,while the incidence of bone malignant tumors in the age group of 60~79 years old in the province generally decreased.After age structure adjustment,the incidence of bone malignant tumors in people over 60 years old in urban areas decreased with an AAPC of-1.42%(P<0.05).[Conclu-sion]The incidence of bone malignant tumors in Jiangsu Province is decreasing and the age at on-set is moving forward,indicating that the prevention and control measures of bone malignant tu-mors should be adjusted accordingly.
8.Research progress of pelvic lymph node dissection in patients with localized intermediate- and high-risk prostate cancer
Zhiqiang CHEN ; Zhuoran LI ; Jin LUO ; Qiwei LIU ; Yuqi JIA ; Jinqiao LI ; Qiming YANG ; Yujie DONG ; Shaoxi NIU ; Baojun WANG
Chinese Journal of Urology 2025;46(5):397-400
The strategy of pelvic lymph node dissection in patients with localized intermediate- and high-risk prostate cancer(PCa)has been one of the research hotspots in recent years. This review synthesizes recent progress in clinical,diagnostic imaging and immunological aspects of pelvic lymph node dissection.It is found that the detection rate of metastatic lymph nodes in patients with localized intermediate-risk PCa is relatively low,and the survival benefit after dissection is not significant. PSMA PET/CT examination can be used instead of lymph node dissection for staging. Extended lymph node dissection in patients with localized high-risk PCa can achieve a higher detection rate of metastatic lymph nodes and possible survival benefits. However,excessive lymph node dissection can weaken the response ability to immunotherapy. The strategy for pelvic lymph node dissection in patients with localized intermediate-high-risk PCa needs further study.
9.The value of serum tumor markers in the diagnosis of lung cancer
Ping LI ; Xuedong WANG ; Qiwei JIAN ; Xinping WANG ; Ziyun ZHANG
International Journal of Laboratory Medicine 2025;46(13):1586-1590,1596
Objective To investigate the value of serum tumor markers in the diagnosis of lung cancer.Methods A total of 138 patients with newly diagnosed lung cancer patient(lung cancer group)and 52 patients with benign lung diseases(control group)in Anhui NO.2 Provincial People's Hospital from June 2020 to March 2024 were selected as the research objects.The clinical data and serum tumor markers[neuron-specific enolase(NSE),cytokeratin 19 fragment(CYFRA21-1),carcinoembryonic antigen(CEA),Pro-gastrin-relea-sing peptide(ProGRP)and squamous cell carcinoma antigen(SCC)]of all groups were compared.Results There were significant differences in age and smoking history between the two groups(P<0.05).The serum levels of NSE,CYFRA21-1,CEA,ProGRP and SCC in lung cancer group were significantly higher than those in control group,and the differences were statistically significant(P<0.05).The results of binary Logistic regression analysis showed that smoking history,age,CYFRA21-1 and CEA levels were all influen-cing factors for the occurrence of lung cancer(P<0.05).Receiver operating characteristic(ROC)curve analy-sis results showed that the area under the curve(AUC)of smoking history,age,CEA and CYFRA21-1 in the combined diagnosis of lung cancer was 0.906(95%CI:0.865-0.947),which was higher than the AUC for the individual diagnosis of each index.The levels of serum CYFR21-1 and CEA in the stage Ⅰ—Ⅱ group were significantly lower than those in the stage Ⅲ-Ⅳ group,and the difference was statistically significant(P<0.05).The results of binary Logistic regression analysis showed that CYFRA21-1 and CEA levels were influ-ential factors in the occurrence of lung cancer stage Ⅲ-Ⅳ(P<0.05).ROC curve analysis showed that the AUC of CEA and CYFRA21-1 for the diagnosis of lung cancer stage Ⅲ-Ⅳ were 0.750(95%CI:0.667-0.832)and 0.771(95%CI:0.691-0.852),respectively.The AUC of combined diagnosis was 0.834(95%CI:0.765-0.902),the sensitivity was 58.9%,and the specificity was 95.3%.Conclusion Smoking history,age,CEA,and CYFRA21-1 may be potential biomarkers for the diagnosis and prognosis of lung cancer,espe-cially CEA and CYFRA21-1,which are also of great significance for the staging of lung cancer from stage Ⅲ to stage Ⅳ.
10.Unveiling and Validating a Modified Method to Assess Cervical Sagittal Alignment as an Effective Substitute for Conventional C2-7 Cobb Angle
Wenpeng LI ; Qiwei WANG ; Qiancheng ZHAO ; Ziliang ZENG ; Xumin HU ; Xin LV ; Liangbin GAO
Clinics in Orthopedic Surgery 2025;17(1):130-137
Background:
Developing and validating a modified parameter, the SYS-G angle (the angle between the lower endplate of the C2 and the upper endplate of C7 vertebrae), as a feasible substitute for the C2–C7 Cobb method in assessing cervical sagittal alignment and exploring its reference range through a large-scale retrospective study.
Methods:
The visibility of the C6, C7 upper, and C7 lower endplates was graded and compared. Baseline data such as height, weight, body mass index (BMI), age, and sex were analyzed for their impact on the visibility of the C7 lower endplate. Values of C2-6 Cobb angle, SYS-G angle, and C2-7 Cobb angle were measured. The intra- and interobserver reliability, differences, and efficacy of evaluation on cervical lordosis of the parameters were compared, and the correlations among the parameters were analyzed. Furthermore, reference ranges for the SYS-G angle were established based on lateral cervical spine x-rays of 825 asymptomatic Chinese adults across different age groups and sexes.
Results:
The visibility of the C7 lower endplates was significantly reduced compared to the C6 lower and C7 upper endplates.Age, weight, BMI, and male sex were identified as factors negatively influencing the visibility of the C7 lower endplate. Both intraobserver and interobserver reliability demonstrated excellence for all tested parameters. The linear regression model unveiled a stronger association of the SYS-G angle with the C2-7 Cobb angle compared to the C2-6 Cobb angle. Furthermore, the SYS-G angle exhibited excellent efficacy in evaluating cervical lordosis. Age displayed a positive correlation with the SYS-G angle, and across every age bracket from 20 to 69 years, men exhibited a higher mean SYS-G angle compared to women.
Conclusions
The visibility of the C7 lower endplate diminishes with increasing age, weight, BMI, and male sex. In cases where the C7 lower endplate is unclear, the SYS-G angle emerges as a reliable method for estimating cervical sagittal morphology. Reference ranges for the SYS-G angle were established across various age groups and sexes among asymptomatic Chinese adults, offering a valuable resource to guide therapeutic interventions for cervical spine disorders and deformities.


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