1.Construction and practice of application model for localized large language model in preoperative medication reconciliation for gastric cancer
Yuxuan ZHU ; Jizhong ZHANG ; Yuhao SUN ; Jiayu WEN ; Xin LIU ; Jifu WEI ; Lingli HUANG
China Pharmacy 2026;37(8):1062-1067
OBJECTIVE To construct a preoperative medication reconciliation model assisted by a localized large language model (LLM) for gastric cancer and evaluate its clinical efficacy. METHODS A total of 249 gastric cancer patients with a history of continuous medication before admission in the Gastric Surgery Department of Jiangsu Cancer Hospital were retrospectively enrolled. Patients were divided into training set (154 cases) and validation set (95 cases) based on the order of time. Based on guidelines, drug package inserts, and other evidence, a standardized medication reconcili ation process and a structured knowledge base were constructed. DeepSeek-V3 LLM was deployed privately in the hospital, combined with retrieval-augmented generation technology, to achieve automated integration of medication information, risk screening, and generation of personalized recommendations. The quality of LLM-generated recommendations was evaluated using automatic metrics (BERT Score and ROUGE-1, 2, L) and manual scoring [seven-dimensional index (7DI) ] . Spearman correlation analysis was performed to explore the correlation between automatic scores and manual scores. Cronbach’s α coefficient was used to test the internal consistency of manual scoring results. The time consumed by manual and LLM-assisted medication reconciliation was compared across tasks of different difficulty levels (simple, moderate, and high). RESULTS A structured knowledge base covering 8 major drug categories was finally established, covering common and high-risk preoperative medication scenarios and providing structured retrieval support for the LLM. For automatic evaluation, the precision, recall, and F1-score of BERT Score were 0.783±0.033, 0.811±0.038, and 0.796±0.028, respectively. The F1-scores of ROUGE-1, ROUGE-2 and ROUGE-L were 0.566±0.067, 0.338±0.076 and 0.468±0.082, respectively. The 7DI scores from three manual raters ranged from 32.06 to 33.45. The F1-score of automatic scoring was significantly positively correlated with the 7DI score of manual scoring (maximum coefficient of determination=0.611, P <0.001), and the internal consistency of manual scoring was good (Cronbach’s α = 0.876). In terms of efficiency, LLM-assisted medication reconciliation reduced time consumption by more than 90% compared with manual reconciliation in the simple, moderate, and high-difficulty groups ( P <0.001). CONCLUSIONS The medication reconciliation model constructed based on a localized LLM and structured knowledge base shows high accuracy, consistency, and clinical applicability in complex preoperative medication scenarios for gastric cancer. It can improve the efficiency of medication reconciliation and reduce potential medication risks.
2.Research advances on trained immunity in atherosclerosis
Meng GUO ; Jiayu CHEN ; Zhen SUN ; Jun XIE
Acta Universitatis Medicinalis Anhui 2026;61(3):583-590
Cardiovascular diseases (CVD), particularly atherosclerosis, represent a major global health burden. Recent studies have revealed that innate immune cells such as monocytes and macrophages can develop immune memory after an initial stimulus, a phenomenon termed “trained immunity”. Growing evidence indicates that trained immunity serves as an underlying mechanism of chronic inflammation in atherosclerotic cardiovascular diseases. This review focuses on outlining the key effector cells involved in trained immunity and their mechanisms of formation, including processes such as metabolic reprogramming and epigenetic modifications, which collectively lead to a heightened immune response upon secondary stimulation. Furthermore, this review systematically summarizes the role of trained immunity in the initiation and progression of atherosclerosis, and elaborates on various therapeutic strategies targeting trained immunity along with their application prospects.
3.Surveillance of Oncomelania hupensis snails following interruption of schistosomiasis transmission in Yunnan Province
Siqi NING ; Yi DONG ; Chunhong DU ; Lifang WANG ; Yun ZHANG ; Yuhe HE ; Hua JIANG ; Jiayu SUN ; Chunqiong CHEN ; Jiaqi YAN ; Jihua ZHOU ; Zongya ZHANG ; Hongqiong WANG ; Meifen SHEN ; Jing SONG
Chinese Journal of Schistosomiasis Control 2026;38(2):200-206
Objective To investigate the distribution characteristics of Oncomelania hupensis snails in Yunnan Province fol-lowing interruption of schistosomiasis transmission, so as to provide the evidence for assessing the risk of schistosomiasis transmission and scientifically formulating the schistosomiasis surveillance program. Methods According to the requirements of the National Schistosomiasis Surveillance Scheme (2020 Edition), O. hupensis snail surveillance data were collected from 18 schistosomiasis-endemic counties (cities, districts) in Yunnan Province from 2020 to 2024, including area of snail survey, area of snail habitats, area of re-emerging snail habitats, number of frames surveyed, number of frames with O. hupensis snails, number of O. hupensis snails captured, and number of living snails, and the occurrence of frames with snails and mean density of living snails were calculated. Changes in snail status over the 5-year period from 2020 to 2024 and the differences in snail distributions specified by epidemic intensity, environmental type, and vegetation type were analyzed. Results The areas of snail survey increased from 1 727.96 hm2 in 2020 to 3 894.45 hm2 in 2024 (peak) across 18 schistosomiasis-endemic counties (cities, districts) in Yunnan Province during the period from 2020 through 2024. The areas of snail habitats increased from 70.36 hm2 in 2020 to a peak in 2023 (172.04 hm2), followed by a reduction to 132.36 hm2 in 2024, and the areas of re-emerging snail habitats increased from 42.71 hm2 in 2020 to a peak in 2022 (78.43 hm2), followed by a reduction to 40.21 hm2 in 2024. The occurrence of frames with snails and mean density of living snails increased from 1.24% (3 025/244 404) and (0.033 2 ± 0.038 7) snails/0.1 m2 in 2020 to peaks at 2.03% (6 231/307 563) and (0.066 9 ± 0.068 4) snails/0.1 m2 in 2023, followed by reductions to 1.04% (5 829/559 941) and (0.032 6 ± 0.057 7) snails/0.1 m2 in 2024, respectively. There was a significant difference in the occurrence of frames with snails over the 5-year study period (χ2 = 1 962.95, P < 0.05), and the occurrence of frames with snails reduced by 48.71% in 2024 relative to in 2023 (χ2 = 1 411.05, P < 0.005); however, there was no significant difference in the mean density of living snails over the 5 years (H = 5.310, P > 0.05). There were significant differences in the occurrence of frames with snails (χ2 = 481.27, P < 0.05) and mean density of living snails (H = 6.872, P < 0.05) in schistosomiasis-endemic areas with different epidemic intensities. The occurrence of frames with snails (χ2 = 25.32 and 38.70, both P values < 0.017) and mean density of living snails (Z = 28.55 and 49.96, both P values < 0.017) were higher in schistosomiasis transmission-interrupted and eliminated areas with snails than in schistosomiasis-eliminated areas without snails, and the occurrence of frames with snails (χ2 = 453.54, P < 0.017) and mean density of living snails (Z = −56.97, P < 0.017) were higher in schistosomiasis-eliminated areas with snails than in schistosomiasis transmission-interrupted areas with snails. O. hupensis snails were mainly distributed in paddy fields, dry farmlands and ditches; however, the occurrence of frames with snails (13.40%, 424/3 164) and mean density of living snails [(0.252 8 ± 0.158 7) snails/0.1 m2] were higher in ponds/weirs than in other types of environments (both P values < 0.05). Rice, dry farmland crops and weeds were main vegetations in which O. hupensis snails were distributed, and the occurrence of frames with snails (2.29%, 7 111/310 140) and mean density of living snails [(0.072 3 ± 0.018 9) snails/0.1 m2] were higher in weeds than in other types of environments (both P values < 0.05). Conclusions O. hupensis snails have been effectively controlled in Yunnan Province following implementation of integrated schistosomiasis control measures; however, there are still risk factors for schistosomiasis transmission, including reduced attention to schistosomiasis control and snail re-emergence. Improved control efforts and surveillance system construction and timely identification of risk factors of snail status and timely management are recommended to ensure the achievement of the target of schistosomiasis elimination as scheduled.
4.Construction and performance evaluation of polycaprolactone/nanodiamond-phospholipid composite materials
Jiayu TIAN ; Duohua LI ; Feng ZHANG ; Hu FENG ; Wei SUN
Chinese Journal of Tissue Engineering Research 2025;29(16):3380-3387
BACKGROUND:Polycaprolactone has been widely used in bone tissue engineering due to its excellent processing and degradation performance,but its poor hydrophilicity and mechanical strength cannot provide a good growth environment for osteoblasts.OBJECTIVE:To prepare polycaprolactone/nanodiamond-phospholipid composite materials,evaluate its biocompatibility and in vitro ability to promote bone differentiation.METHODS:Nanodiamond was modified using phospholipids,and polycaprolactone was used as the raw material.Polycaprolactone/nanodiamond-phospholipid composite materials with different mass ratios(0%,2.5%,7.5%,and 10%)were prepared by solution casting method.Polycaprolactone/nanodiamonds were used for comparison.The surface morphology,elemental composition,mechanical properties,and water contact angle of each group of materials were observed to select composite materials with better physical and chemical properties.MC3T3-E1 cells were inoculated onto pure polycaprolactone membrane,polycaprolactone/7.5%nanodiamond-phospholipid membrane,and polycaprolactone/7.5%polycaprolactone/nanodiamond membrane,respectively,to detect cell proliferation,adhesion,and osteogenic differentiation ability.RESULTS AND CONCLUSION:(1)The successful preparation of the polycaprolactone/nanodiamond-phospholipid composite material was confirmed by scanning electron microscopy and surface element composition.Compared with pure polycaprolactone membrane,the tensile strength of the polycaprolactone/7.5%nanodiamond-phospholipids membrane increased by 86.06%,the elastic modulus increased by 54.76%,and the water contact angle decreased to 70.0°,showing good physical and chemical properties.(2)The CCK-8 assay results showed that compared with pure polycaprolactone membrane and polycaprolactone/7.5%nanodiamond membrane,polycaprolactone/7.5%nanodiamond-phospholipid membrane could promote the proliferation of MC3T3-E1 cells.Phalloidine staining exhibited that compared with the polycaprolactone/7.5%nanodiamond membrane,the MC3T3-E1 cells on pure polycaprolactone and polycaprolactone/7.5%nanodiamond-phospholipid membrane were mostly rhomboid or spindle-shaped fibers,and the cells were more closely connected.Alkaline phosphatase staining showed that MC3T3-E1 cells on polycaprolactone/7.5%nanodiamond-phospholipid membrane exhibited stronger osteogenic differentiation ability compared with pure polycaprolactone membrane and polycaprolactone/7.5%nanodiamond membrane.(3)The results indicate that the polycaprolactone/nanodiamond-phospholipid composite material has good mechanical properties,hydrophilicity,biocompatibility,and the ability to promote osteogenic differentiation in vitro.
5.Copper influences the occurrence and development of diabetic complications
Yuncai LUO ; Maohua MENG ; Ying LI ; Huan WANG ; Jing LU ; Jiayu SHU ; Wenjie LI ; Jinyi SUN ; Qiang DONG
Chinese Journal of Tissue Engineering Research 2025;29(17):3641-3649
BACKGROUND:As an essential trace element for body growth and development,copper participates in many processes such as redox process,energy generation,signal transduction and bone metabolism.The imbalance of copper homeostasis in diabetic patients will lead to the increase of oxidative stress and the impairment of antioxidant mechanism,which stimulate the production of inflammatory mediators and inflammatory factors,and thus lead to cytotoxicity and body damage.In recent years,the role of copper in diabetes has gradually attracted attention,and some studies have confirmed that copper plays a key regulatory role in the pathological process of diabetes.OBJECTIVE:To summarize the current progress in the role of copper in systemic complications of diabetes and provide some theoretical reference for its future research and treatment.METHODS:The first author searched PubMed,Web of Science,CNKI and WanFang databases for literature related to the role of copper in systemic complications of diabetes.The search terms were"copper,Cu,diabetes,diabetic complications,diabetic cardiomyopathy,diabetic nephropathy,diabetic retinopathy,diabetic osteoporosis,diabetic periodontitis"in English and Chinese,respectively.After screening,95 articles were included in the review.RESULTS AND CONCLUSION:(1)Copper is involved in the occurrence and development of diabetic complications and most of the damage caused by copper to the body is due to interference with the body's redox level.(2)In diabetic cardiomyopathy,increased Cu2+in the corpuscular circulation and impaired uptake of copper ions by cardiomyocytes,the accumulation of redox-active Cu2+and ceruloplasmin outside the cardiomyocyte induces copper oxidative stress in cardiomyocytes,leading to acute cardiac impairment.(3)In diabetic nephropathy,the toxic effect of excessive copper leads cause granular degeneration and vacuolar degeneration of renal tubular epithelial cells and proximal tubular necrosis,eventually leading to chronic or acute renal failure.(4)Excessive copper in diabetic patients can produce reactive oxygen species and directly or indirectly affect the function of copper protein with antioxidant function,thus damaging retinal cells.(5)In patients with diabetic osteoporosis,accumulated copper induces lipid peroxidation and interferes with bone metabolism.Copper acts on osteoblasts mainly through inhibition of superoxide dismutase,glutathione peroxidase,and alkaline phosphatase activities.(6)Excessive copper exacerbates inflammatory changes in periodontal tissue by promoting inflammatory responses.
6.Research progress on assessment tools for the treatment burden of patients with chronic diseases
Kaiwen ZHAN ; Lei LIU ; Daqiu WANG ; Jiayu WANG ; Yu TIAN ; Manman LI ; Siqi SUN ; Zhifeng ZHANG
Journal of Shenyang Medical College 2025;27(1):74-78
The number of patients with chronic diseases in China has been increasing year by year,followed by the increase of treatment burden.It is particularly important to effectively evaluate the treatment burden of patients with chronic diseases.This paper reviews the main contents,application scope,advantages and disadvantages of the assessment tools for the treatment burden of patients with chronic diseases at home and abroad,so as to provide references and basis for medical staff to reasonably select assessment tools and conduct relevant clinical research.
7.Isolation,identification,homology and biological characteristics of Escherichia co-li from chicken
Jiayu WANG ; Xiaojing HAO ; Meiling SUN ; Wenhua LIU
Chinese Journal of Veterinary Science 2025;45(5):948-953
In order to understand the infection status of Escherichia coli(E.coli)in different popu-lations of chickens,E.coli was isolated and identified from 1-day-old chickens,dead embryos,clini-cal dead chickens from 3 hatcheries and 9 broiler farms in Yantai area,and 1 950 samples from e-liminated breeder chickens;the homology of the isolated strains was analyzed by pulsed field gel e-lectrophoresis;virulence genes and serotypes were identified by PCR;pathogenicity was determined by challenge chicken embryos.Drug resistance of the strain was determined by drug sensitivity test.Results showed that a total of 116 strains of E.coli were isolated,of which 97 strains were successfully classified into 66 band types,15 virulence genes and 5 serotype were detected by PCR,and 56,32 and 28 strains were divided into high,medium and low pathogenic strains by chicken embryo challenge test.Results indicated that E.coli from clinically dead chickens and eliminated breeder chickens had higher pathogenicity and drug resistance.This study provides a reference ba-sis for the prevention and control of colibacillosis in chicken farms.
8.Isolation,identification,homology and biological characteristics of Escherichia co-li from chicken
Jiayu WANG ; Xiaojing HAO ; Meiling SUN ; Wenhua LIU
Chinese Journal of Veterinary Science 2025;45(5):948-953
In order to understand the infection status of Escherichia coli(E.coli)in different popu-lations of chickens,E.coli was isolated and identified from 1-day-old chickens,dead embryos,clini-cal dead chickens from 3 hatcheries and 9 broiler farms in Yantai area,and 1 950 samples from e-liminated breeder chickens;the homology of the isolated strains was analyzed by pulsed field gel e-lectrophoresis;virulence genes and serotypes were identified by PCR;pathogenicity was determined by challenge chicken embryos.Drug resistance of the strain was determined by drug sensitivity test.Results showed that a total of 116 strains of E.coli were isolated,of which 97 strains were successfully classified into 66 band types,15 virulence genes and 5 serotype were detected by PCR,and 56,32 and 28 strains were divided into high,medium and low pathogenic strains by chicken embryo challenge test.Results indicated that E.coli from clinically dead chickens and eliminated breeder chickens had higher pathogenicity and drug resistance.This study provides a reference ba-sis for the prevention and control of colibacillosis in chicken farms.
9.Construction and performance evaluation of polycaprolactone/nanodiamond-phospholipid composite materials
Jiayu TIAN ; Duohua LI ; Feng ZHANG ; Hu FENG ; Wei SUN
Chinese Journal of Tissue Engineering Research 2025;29(16):3380-3387
BACKGROUND:Polycaprolactone has been widely used in bone tissue engineering due to its excellent processing and degradation performance,but its poor hydrophilicity and mechanical strength cannot provide a good growth environment for osteoblasts.OBJECTIVE:To prepare polycaprolactone/nanodiamond-phospholipid composite materials,evaluate its biocompatibility and in vitro ability to promote bone differentiation.METHODS:Nanodiamond was modified using phospholipids,and polycaprolactone was used as the raw material.Polycaprolactone/nanodiamond-phospholipid composite materials with different mass ratios(0%,2.5%,7.5%,and 10%)were prepared by solution casting method.Polycaprolactone/nanodiamonds were used for comparison.The surface morphology,elemental composition,mechanical properties,and water contact angle of each group of materials were observed to select composite materials with better physical and chemical properties.MC3T3-E1 cells were inoculated onto pure polycaprolactone membrane,polycaprolactone/7.5%nanodiamond-phospholipid membrane,and polycaprolactone/7.5%polycaprolactone/nanodiamond membrane,respectively,to detect cell proliferation,adhesion,and osteogenic differentiation ability.RESULTS AND CONCLUSION:(1)The successful preparation of the polycaprolactone/nanodiamond-phospholipid composite material was confirmed by scanning electron microscopy and surface element composition.Compared with pure polycaprolactone membrane,the tensile strength of the polycaprolactone/7.5%nanodiamond-phospholipids membrane increased by 86.06%,the elastic modulus increased by 54.76%,and the water contact angle decreased to 70.0°,showing good physical and chemical properties.(2)The CCK-8 assay results showed that compared with pure polycaprolactone membrane and polycaprolactone/7.5%nanodiamond membrane,polycaprolactone/7.5%nanodiamond-phospholipid membrane could promote the proliferation of MC3T3-E1 cells.Phalloidine staining exhibited that compared with the polycaprolactone/7.5%nanodiamond membrane,the MC3T3-E1 cells on pure polycaprolactone and polycaprolactone/7.5%nanodiamond-phospholipid membrane were mostly rhomboid or spindle-shaped fibers,and the cells were more closely connected.Alkaline phosphatase staining showed that MC3T3-E1 cells on polycaprolactone/7.5%nanodiamond-phospholipid membrane exhibited stronger osteogenic differentiation ability compared with pure polycaprolactone membrane and polycaprolactone/7.5%nanodiamond membrane.(3)The results indicate that the polycaprolactone/nanodiamond-phospholipid composite material has good mechanical properties,hydrophilicity,biocompatibility,and the ability to promote osteogenic differentiation in vitro.
10.Copper influences the occurrence and development of diabetic complications
Yuncai LUO ; Maohua MENG ; Ying LI ; Huan WANG ; Jing LU ; Jiayu SHU ; Wenjie LI ; Jinyi SUN ; Qiang DONG
Chinese Journal of Tissue Engineering Research 2025;29(17):3641-3649
BACKGROUND:As an essential trace element for body growth and development,copper participates in many processes such as redox process,energy generation,signal transduction and bone metabolism.The imbalance of copper homeostasis in diabetic patients will lead to the increase of oxidative stress and the impairment of antioxidant mechanism,which stimulate the production of inflammatory mediators and inflammatory factors,and thus lead to cytotoxicity and body damage.In recent years,the role of copper in diabetes has gradually attracted attention,and some studies have confirmed that copper plays a key regulatory role in the pathological process of diabetes.OBJECTIVE:To summarize the current progress in the role of copper in systemic complications of diabetes and provide some theoretical reference for its future research and treatment.METHODS:The first author searched PubMed,Web of Science,CNKI and WanFang databases for literature related to the role of copper in systemic complications of diabetes.The search terms were"copper,Cu,diabetes,diabetic complications,diabetic cardiomyopathy,diabetic nephropathy,diabetic retinopathy,diabetic osteoporosis,diabetic periodontitis"in English and Chinese,respectively.After screening,95 articles were included in the review.RESULTS AND CONCLUSION:(1)Copper is involved in the occurrence and development of diabetic complications and most of the damage caused by copper to the body is due to interference with the body's redox level.(2)In diabetic cardiomyopathy,increased Cu2+in the corpuscular circulation and impaired uptake of copper ions by cardiomyocytes,the accumulation of redox-active Cu2+and ceruloplasmin outside the cardiomyocyte induces copper oxidative stress in cardiomyocytes,leading to acute cardiac impairment.(3)In diabetic nephropathy,the toxic effect of excessive copper leads cause granular degeneration and vacuolar degeneration of renal tubular epithelial cells and proximal tubular necrosis,eventually leading to chronic or acute renal failure.(4)Excessive copper in diabetic patients can produce reactive oxygen species and directly or indirectly affect the function of copper protein with antioxidant function,thus damaging retinal cells.(5)In patients with diabetic osteoporosis,accumulated copper induces lipid peroxidation and interferes with bone metabolism.Copper acts on osteoblasts mainly through inhibition of superoxide dismutase,glutathione peroxidase,and alkaline phosphatase activities.(6)Excessive copper exacerbates inflammatory changes in periodontal tissue by promoting inflammatory responses.

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