1.Establishment of amachine learning-based precision recruitment method at the county level
Xiaoyan FU ; Zihan ZHANG ; Fang ZHAO ; Chunlan ZHOU ; Wenbiao LIANG ; Cheng YU ; Yingzhi YAN ; Wei SI ; Weibin TAN ; Hui XUE
Chinese Journal of Blood Transfusion 2025;38(12):1752-1758
Objective: To establish a machine learning-based precision blood donor recruitment model at the county level and assess its generalizability and applicability. Methods: A retrospective study was conducted using blood donation and SMS recruitment data from the Taicang Branch of the Suzhou Blood Center between 2019 and 2024. Multiple machine learning algorithms were employed, including extreme gradient boosting, support vector machine, k-nearest neighbor, logistic regression, decision tree, random forest, and multilayer perceptron. These were combined with techniques such as synthetic minority oversampling, undersampling, and cost-sensitive learning (using MFE and MSFE loss functions). Model parameters were optimized through grid search to identify the best-performing model. Results: In a prospective comparative study against conventional methods, the machine learning models increased the recruitment success rate among high-willingness donors by an average of 129.15%, and the recruitment efficiency per SMS improved by 125.02% compared with the traditional method. Under full-scale SMS sending, the recruitment rate per SMS increased by 42.61%, and SMS sending efficiency improved by 31.77%, significantly enhancing recruitment performance. Conclusion: This study represents the first application of a machine learning-based precision donor recruitment model at the county-level in China. The precise recruitment framework not only improves recruitment efficiency and reduces recruitment costs but also demonstrates strong scalability and generalizability. It provides a scientific and feasible intelligent pathway to ensure the safety and sustainability of the blood supply.
2.Discussion on Research Paradigm and Layout Based on Disease (Psoriasis) Specifically Responding to Traditional Chinese Medicine
Liu LIU ; Xiaoying SUN ; Mei MO ; Zihan FANG ; Yaqiong ZHOU ; Bin LI ; Xiaoxiao ZHANG ; Xin LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(18):203-211
To implement the Opinions of the State Council of the Central Committee of the Communist Party of China on Promoting the Inheritance and Innovative Development of Traditional Chinese Medicine, delve into the diseases specifically responding to traditional Chinese medicine (TCM), and serve the building of advantageous specialties, clinical talent cultivation, national research layout, and academic innovation, the Chinese Association of Chinese Medicine sponsored the salons in multiple fields to discuss the diseases specifically responding to TCM. On August 26, 2023, the 25th salon on the diseases specifically responding to TCM was held in Shanghai. In view of the advantages of TCM and integrated traditional Chinese and Western medicine in the diagnosis and treatment of psoriasis, Chinese and western medicine experts and interdisciplinary researchers carried out extensive and in-depth discussions and formed specific suggestions and consensus on the diagnosis and treatment of psoriasis with TCM and integrated traditional Chinese and Western medicine. However, there was still a lack of detailed research path. Under the guidance of the Chinese Association of Chinese Medicine, this paper analyzes the problems in the diagnosis and treatment of psoriasis from the occurrence and development of psoriasis. According to the advantages and characteristics of TCM and integrated traditional Chinese and Western medicine in the diagnosis and treatment of psoriasis, this paper puts forward the main points of research layout for psoriasis from the three aspects of psoriasis diagnosis and treatment, comorbidity prevention, and chronic disease management as follows: ① optimization of the syndrome differentiation system for psoriasis, ② optimization of assessment indicators for psoriasis, ③ recurrence mechanisms of psoriasis, ④ construction and research of TCM prevention and treatment of psoriasis recurrence, ⑤ construction of the comorbidity spectrum and TCM theoretical system of psoriasis, ⑥ comorbidity mechanisms of psoriasis. Furthermore, this article proposed the research layout and directions, expected goals and values, and funding priorities. Therefore, on the basis of the series of salons about psoriasis as a disease specifically responding to TCM, this article puts forward the research paradigm of psoriasis, aiming to facilitate the high-quality development of TCM and provide reference for the national research layout, the research and development of new TCM preparations, the selection of research topics, and the formulation of guidelines and consensus.
3.Analysis of thirst sensation in patients with cirrhosis and its influencing factors
Fang LIU ; Yunfang LIU ; Zong DE ; Rong PI ; Zihan HE ; Suyun LI
Chinese Journal of Nursing 2025;60(8):934-939
Objective To understand the current situation of thirst in patients with cirrhosis and analyze its influencing factors,in order to improve medical staff's attention to thirst symptoms in patients with cirrhosis and provide theoretical basis for clinical intervention.Methods A total of 220 patients with cirrhosis who were hospitalized in the infection department of a tertiary A general hospital in Wuhan from March to June 2024 were selected by convenience sampling method.General data questionnaire,Numerical Score Scale and Thirst Distress Scale were used to investigate the factors affecting thirst sensation in patients with cirrhosis.Results A total of 202 valid questionnaires were collected,and the effective questionnaire recovery rate was 91.82%.The results showed that the incidence of thirst in patients with cirrhosis was 59.41%;the score of thirst was 3.00(3.00,6.00)points,and the mean score of thirst was 3.09.Among them,43.07%of the patients with cirrhosis were in the moderate to severe level of thirst.The score of Thirst Distress Scale is 6.00(6.00,17.00)points,and the average score of thirst distress was 11.62 points,which was in the medium level.47.03%of patients with cirrhosis indicated thirst distress,and 23.76%of patients with cirrhosis which was in the moderate and severe level of distress.The results of multiple linear regression analysis showed that the degree of ascites,the use of diuretics,the stage of disease,and the degree of thirst distress were the factors influencing the degree of thirst in patients with cirrhosis(P<0.05).Gender,marital status,degree of ascites,use of diuretic drugs,disease stage and degree of thirst were the factors influencing degree of thirst distress in patients with cirrhosis(P<0.05).Conclusion The incidence and severity of thirst in patients with cirrhosis are relatively high,and are affected by many factors.Medical staff should pay more attention to the management of thirst symptoms in patients with cirrhosis,and formulate targeted nursing measures or nursing programs according to the related influencing factors of thirst,so as to improve the comfort level of patients and improve the disease experience of patients.
4.Construction of device-related pressure injury prevention program in orthopedics patients based on evidence-based and SSKINS clinical management model
Zihan HE ; Huiwen WANG ; Rong YAN ; Suyun LI ; Yunfang LIU ; Yali WAN ; Rong PI ; Fang LIU ; Yan WANG
Chinese Journal of Practical Nursing 2025;41(8):593-600
Objective:To construct a device-related pressure injury prevention program for orthopedic patients based on evidence-based and SSKINS (S: skin, S: surface, K: keep moving, I: incontinence, N: nutrition, S: self-care) clinical management model, and to provide reference for clinical nursing practice.Methods:In June 2023, a research team was set up to retrieve the literature related to device-related pressure injury in orthopedic patients, and the evidence was extracted and screened with reference to the SSKINS clinical management model, and the first draft of the protocol was formulated based on clinical practice. The final plan was determined through two rounds of expert consultations from October to December 2023.Results:The response rate of the two rounds of expert correspondence was 100%(20/20). The expert authority coefficients were 0.897 and 0.907, the overall Kendall coordination coefficients of the two rounds were 0.116 and 0.136 respectively, and the Kendall coordination coefficients of all levels were 0.104-0.213 (all P<0.001). The final protocol contains 6 first-level items (assessment and examination, the use and adjustment of device, prophylactic dressings, skin protection, nutritional support, health education) and 31 second-level items. Conclusions:The proposed orthopedic device-related pressure injury prevention program is scientific and practical, and can provide a reference for the prevention and management of clinical medical staff.
5.Strategic Considerations on Sustainable Utilization and Industrial Development of Marine Chinese Medicine Resources in China
Xianjun FU ; Zihan FANG ; Jiagang DENG ; Hao WU ; Changyun WANG ; Juan GUO
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(10):2761-2771
The sustainable utilization and development of marine Chinese medicine are of great significance for protecting marine ecosystems,inheriting traditional Chinese medicine(TCM)culture,and promoting high-quality development of the TCM industry.Through generations of efforts,China has established a solid foundation in marine traditional Chinese medicine(MTCM)research,including the accumulation of traditional application experience,construction of research platforms,professional talent cultivation,establishment of high-level academic exchange platforms,policy support,and industrial environment optimization,with a series of breakthrough achievements.However,challenges persist in sustainable utilization and industrial development,such as unclear dynamic status of marine biological resources(some even depleted),disconnection between research and conservation due to weak awareness,insufficient R&D investment hindering landmark achievements,lack of national-level research platforms,and low industrial scale/intensification.To address these issues,strategic measures should be implemented,including strengthening dynamic monitoring and management of marine Chinese medicine resources,advancing artificial breeding and aquaculture technologies,establishing a national technology innovation center,increasing R&D investment through special funds,innovating research approaches,developing high-value products,and promote the integrated development of the entire industry chain of marine traditional Chinese medicine.Additionally,interdisciplinary collaboration,international cooperation,and public education should be enhanced to achieve effective resource conservation and rational utilization,form a marine traditional Chinese medicine industry cluster with a complete industrial chain,significant driving effect,and concentrated brand effect,ultimately contributing to human health and China's maritime power strategy.
6.Clinical study on the combination of Jianpi Bushen Jiedu Prescription with 5-fluorouracil-based chemotherapy and targeted therapy for the treatment of advanced colorectal cancer
Yuying HUANG ; Juan CHEN ; Tao GONG ; Miao MA ; Yanhua ZHAO ; Zihan LIN ; Haina DU ; Xiaokang TIAN ; Mingzhi FANG ; Min LI
International Journal of Traditional Chinese Medicine 2025;47(8):1059-1065
Objective:To observe the clinical efficacy and safety of Jianpi Bushen Jiedu Prescription combined with 5-fluorouracil (5-FU)-based chemotherapy and targeted therapy for the treatment of advanced colorectal cancer patients with liver and kidney yin deficiency combined with spleen deficiency pattern.Methods:A randomized controlled trial was conducted. A total of 72 hospitalized patients with advanced colorectal cancer treated at the Department of Oncology, Nanjing Hospital of Traditional Chinese Medicine Affiliated to Nanjing University of Chinese Medicine from October 2022 to January 2024 were enrolled as study subjects. Using a random number table method, they were allocated into two groups, with 36 patients in each group. The control group received the mFOLFOX6/FOLFIRI combined with bevacizumab regimen, while the treatment group was administered additional oral Jianpi Bushen Jiedu Prescription on the basis of the control group. Two weeks was a cycle in both groups, with a total of 6 cycles of treatment. Serum levels of carcinoembryonic antigen (CEA), carbohydrate antigen 199 (CA199), and carbohydrate antigen 724 (CA724) were detected using electrochemiluminescence; the Karnofsky Performance Status (KPS) scale was utilized to evaluate patients' functional status; vital signs were continuously monitored, and adverse reactions were recorded. The short-term efficacy and TCM syndrome efficacy of patients were evaluated.Results:The treatment group demonstrated higher objective response rate (ORR) [31.25% (10/32) vs. 21.88% (7/32), χ2=0.72] and disease control rate (DCR) [84.38% (27/32) vs. 71.88% (23/32), χ2=1.46] compared to the control group, without statistical significance ( P>0.05). Post-treatment levels of CEA [4.09 (3.31,8.57) μg/L vs. 10.07 (4.55,22.35) μg/L, Z=-2.10] and CA72-4 [4.54 (2.04,10.99) mU/L vs. 9.48 (4.34,18.95) mU/L, Z=-2.52] in the treatment group were significantly lower than those in the control group ( P<0.05). The total effective rate of TCM syndrome was significantly higher in the treatment group [78.13% (25/32)] compared with the control group [50.00% (16/32)], with statistical significance ( χ2=5.50, P=0.019). Post-treatment KPS scores in the treatment group [80.0 (80.0, 80.0) vs. 70.0 (62.5, 80.0), Z=-2.76] were significantly higher compared with the control group ( P<0.01). During the treatment period, the treatment group showed statistical significance compared with the control group in the incidence of hemoglobin decrease ( χ2=4.66), leukopenia decrease ( χ2=4.27), and peripheral neuropathy ( χ2=3.93), with statistical significance ( P<0.05). Conclusion:The addition of Jianpi Bushen Jiedu Prescription to 5-FU-based chemotherapy combined with targeted therapy demonstrates significant clinical benefits in advanced colorectal cancer patients, including reducing tumor marker levels, alleviating clinical symptoms, improving quality of life, and mitigating treatment-related toxicities, with a good safety.
7.Application status of intraoperative neural monitoring technology during thyroid surgery
Yishen ZHAO ; Peiyao WANG ; Tie WANG ; Changlin LI ; Fang LI ; Zihan ZHAO ; Jiedong KOU ; Wen TIAN ; Kewei JIANG ; Ping WANG ; Hao ZHANG ; Hui SUN
Chinese Journal of Surgery 2025;63(6):495-499
Intraoperative neural monitoring (IONM) combines electrophysiology with anatomy to monitor nerve function during thyroid surgery,and has become an important auxiliary technology for neuroprotection. After more than ten years of development,the technology has been widely applied and popularized in China,promoting the development of a number of new technologies in the industry. Combined with the questionnaire survey data of the Chinese Neural Monitoring Study Group,this paper aims to summarize the clinical effect of IONM technology, the application status and existing problems at home and abroad, and propose the possible future development direction.
8.Tryptanthrin inhibits the malignant growth of glioma cells by regulating the MAPK/ERK signaling pathway
Jing WEI ; Han ZHOU ; Fangzheng JIAO ; Zihan YUAN ; Yifan QIAO ; Yan FANG
Chinese Journal of Clinical and Experimental Pathology 2025;41(5):618-626
Purpose To explore whether tryptanthrin(TRYP)can inhibit the malignant behavioral ability of glio-ma cells,and to elucidate the specific mechanism of its action.Methods MTT assay was performed to detect the effect of TRYP on the proliferation of glioma cells;Transwell assay was performed to detect the effect of TRYP on the migration and invasion of glioma cells;AnnexinV-FITC/PI apoptosis assay was performed to detect the effect of TRYP on the apoptosis of glioma cells;PI/RNase cell cycle assay was performed to detect the effect of TRYP on the cell cycle distribution of glioma cells;Western blot assay was performed to detect the effect of TRYP on the protein expressions of p-ERK and c-Myc in glioma cells.The effect of TRYP on the proliferation of glioma cells in vivo was verified by con-structing a subcutaneous transplantation tumor model in nude mice,and the effect of TRYP on the apoptotic ability of cells in the transplantation tumor was detected by TUNEL assay.Immunohistochemistry was used to detect the effect of TRYP on the expression of Ki67,BRAF,c-Myc,and p-ERK proteins in transplanted tumor tissues.Results MTT assay showed that TRYP could effectively inhibit the proliferation of glioma cells(P<0.001).Transwell assay showed that TRYP could inhibit the invasion and migration of glioma cells(P<0.001).AnnexinV-FITC/PI cell apoptosis as-say showed that TRYP could promote the apoptosis of glioma cells(P<0.001).The results of PI/RNase cell cycle as-say showed that TRYP was able to promote the G2 phase block of glioma cells(P<0.001).Western blot results showed that the expression levels of c-Myc and p-ERK proteins in the glioma cells were significantly reduced after TR-YP treatment(P<0.001).The results of subcutaneous transplantation tumor model in nude mice showed that TRYP could effectively inhibit the growth rate(P<0.01)and weight(P<0.05)of transplanted tumor.TUNEL assay showed that TRYP could promote the apoptosis of tumor cells in transplanted tumor(P<0.001).Immunohistochemis-try results showed that TRYP could effectively inhibit the protein expression of Ki67(P<0.01),BRAF,c-Myc,and p-ERK(P<0.001).Conclusion TRYP can inhibit the proliferation,invasion,and migration ability of glioma cells,promote apoptosis of glioma cells,and block the cell cycle of glioma cells.TRYP may inhibit the malignant pro-gression of glioma cells by suppressing the protein expression of BRAF,c-Myc and p-ERK1/2 in the MAPK/ERK sig-naling pathway.
9.Strategic Considerations on Sustainable Utilization and Industrial Development of Marine Chinese Medicine Resources in China
Xianjun FU ; Zihan FANG ; Jiagang DENG ; Hao WU ; Changyun WANG ; Juan GUO
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(10):2761-2771
The sustainable utilization and development of marine Chinese medicine are of great significance for protecting marine ecosystems,inheriting traditional Chinese medicine(TCM)culture,and promoting high-quality development of the TCM industry.Through generations of efforts,China has established a solid foundation in marine traditional Chinese medicine(MTCM)research,including the accumulation of traditional application experience,construction of research platforms,professional talent cultivation,establishment of high-level academic exchange platforms,policy support,and industrial environment optimization,with a series of breakthrough achievements.However,challenges persist in sustainable utilization and industrial development,such as unclear dynamic status of marine biological resources(some even depleted),disconnection between research and conservation due to weak awareness,insufficient R&D investment hindering landmark achievements,lack of national-level research platforms,and low industrial scale/intensification.To address these issues,strategic measures should be implemented,including strengthening dynamic monitoring and management of marine Chinese medicine resources,advancing artificial breeding and aquaculture technologies,establishing a national technology innovation center,increasing R&D investment through special funds,innovating research approaches,developing high-value products,and promote the integrated development of the entire industry chain of marine traditional Chinese medicine.Additionally,interdisciplinary collaboration,international cooperation,and public education should be enhanced to achieve effective resource conservation and rational utilization,form a marine traditional Chinese medicine industry cluster with a complete industrial chain,significant driving effect,and concentrated brand effect,ultimately contributing to human health and China's maritime power strategy.
10.Analysis of thirst sensation in patients with cirrhosis and its influencing factors
Fang LIU ; Yunfang LIU ; Zong DE ; Rong PI ; Zihan HE ; Suyun LI
Chinese Journal of Nursing 2025;60(8):934-939
Objective To understand the current situation of thirst in patients with cirrhosis and analyze its influencing factors,in order to improve medical staff's attention to thirst symptoms in patients with cirrhosis and provide theoretical basis for clinical intervention.Methods A total of 220 patients with cirrhosis who were hospitalized in the infection department of a tertiary A general hospital in Wuhan from March to June 2024 were selected by convenience sampling method.General data questionnaire,Numerical Score Scale and Thirst Distress Scale were used to investigate the factors affecting thirst sensation in patients with cirrhosis.Results A total of 202 valid questionnaires were collected,and the effective questionnaire recovery rate was 91.82%.The results showed that the incidence of thirst in patients with cirrhosis was 59.41%;the score of thirst was 3.00(3.00,6.00)points,and the mean score of thirst was 3.09.Among them,43.07%of the patients with cirrhosis were in the moderate to severe level of thirst.The score of Thirst Distress Scale is 6.00(6.00,17.00)points,and the average score of thirst distress was 11.62 points,which was in the medium level.47.03%of patients with cirrhosis indicated thirst distress,and 23.76%of patients with cirrhosis which was in the moderate and severe level of distress.The results of multiple linear regression analysis showed that the degree of ascites,the use of diuretics,the stage of disease,and the degree of thirst distress were the factors influencing the degree of thirst in patients with cirrhosis(P<0.05).Gender,marital status,degree of ascites,use of diuretic drugs,disease stage and degree of thirst were the factors influencing degree of thirst distress in patients with cirrhosis(P<0.05).Conclusion The incidence and severity of thirst in patients with cirrhosis are relatively high,and are affected by many factors.Medical staff should pay more attention to the management of thirst symptoms in patients with cirrhosis,and formulate targeted nursing measures or nursing programs according to the related influencing factors of thirst,so as to improve the comfort level of patients and improve the disease experience of patients.

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