1.Preliminary exploration of the application of the DeepSeek-V3-0324 large-scale model in medication education in pharmaceutical outpatient clinics
Fengdan QIAN ; Tingting JIA ; Die ZHANG ; Lichao ZHANG ; Ya XUE
China Pharmacy 2025;36(17):2192-2196
OBJECTIVE To explore a new model of intelligent medication education for pharmaceutical outpatient clinics by constructing dynamic HTML web pages through the DeepSeek-V3-0324 large-scale model. METHODS Clinical pharmacists integrated key clinical information such as patients’ basic information, medication history and medication precautions in real time, and generated a standardized medication education list through the DeepSeek-V3-0324 large-scale model and manual review. RESULTS The DeepSeek-V3-0324 large-scale model was applied in the pharmaceutical outpatient clinics to generate a personalized medication education list, which could effectively solve the disunity of pharmacy guidance caused by the lack of standardization of medication education and the difference of individualized experience of pharmacists in the traditional pharmaceutical outpatient clinics in the face of complex cases, and medication errors caused by forgetting or misremembering information among certain special patient populations after receiving medication education. CONCLUSIONS The transformation and application of artificial intelligence technology in pharmaceutical outpatient clinics is an innovation of pharmaceutical outpatient service means, which can provide patients with immediate and personalized medication education and improve the quality of pharmaceutical care. However, it is also necessary to face the lag of database update and the lack of risk management, as well as the lack of diversification of medication education lists.
2.Identification and expression pattern analysis of α-glucosidase and β-glucosidase gene family members in melon.
Yushan LIANG ; Zhaoyang ZHANG ; Tingru YUE ; Lichao ZHANG ; Qingjie DU ; Jiqing WANG ; Huaijuan XIAO ; Meng LI
Chinese Journal of Biotechnology 2025;41(2):791-808
Glucosidases are an indispensable class of enzymes in the sugar metabolism of organisms. To investigate the biological functions and expression patterns of α-glucosidases (AGLUs) and β-glucosidases (BGLUs), we identified the two family members in the genome of melon (Cucumis melo). The number, location on chromosomes, gene structure, subcellular localization, conserved motifs, and phylogenetic relationship of the two family members were analyzed. Based on the cis-acting elements in the promoter region and protein interaction models, their functions were preliminarily predicted. Furthermore, the gene expression of the two family members was determined by qRT-PCR. The results showed that the melon genome contained five AGLU family members on five chromosomes, and all of the five members were located in the extracellular matrix, with the amino acid sequence lengths ranging from 899 aa to 1 060 aa. The melon genome carried 18 BGLU family members on 8 chromosomes, and all the members were located in the cell membrane or cytoplasm, with the amino acid lengths ranging from 151 aa to 576 aa. The qRT-PCR results showed that the expression of about 50% of the genes was down-regulated upon cold stress. CmAGLU5 and CmBGLU7 may be key members of the two families, respectively, in response to cold stress. The expression of all members of the two families was up-regulated under abscisic acid (ABA), high salt, and drought stress. In the AGLU family, CmAGLU3 was the key gene in response to ABA and high salt stress, while CmAGLU4 was the key gene in response to drought stress. In the BGLU family, CmBGLU18 was the key gene in response to ABA, while CmBGLU6 was the key gene in response to high salt and drought stress.
beta-Glucosidase/metabolism*
;
Phylogeny
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alpha-Glucosidases/metabolism*
;
Gene Expression Regulation, Plant
;
Cucurbitaceae/enzymology*
;
Multigene Family
;
Cucumis melo/enzymology*
;
Stress, Physiological
3.Application of nanotechnology in topical anti-infection therapy for skin burns
Journal of Pharmaceutical Practice and Service 2025;43(11):529-532
Infection is the main cause of death after burn. Rational application of anti-infective drugs is crucial to control the disease. At present, the commonly used drugs in clinic are silver sulfadiazine, sulfamethazine, silver nitrate, antibiotics, and so on, but the microbial resistance continues to increase. With the development of nanotechnology, as a new type of antibacterial material, nanoparticles have more stable physical and chemical properties. Nanoparticles can achieve the effect of sustained and controlled release of drugs, reduce toxicity and improve bioavailability, which is expected to provide new opportunities for reducing the occurrence of drug resistance. In this article, the current research progresses of topical anti-infection nano preparations for burns were reviewed, in order to provide references for the research of new nano-drug delivery systems.
4.TOMM40L promotes proliferation and migration of triple negative breast cancer cells and correlates with poor prognosis
Ke ZHANG ; Jiangning LU ; Lixin SUN ; Long YU ; Lichao SUN ; Yuliang RAN
Basic & Clinical Medicine 2025;45(5):575-582
Objective To explore the clinical significance and to investigate the expression of TOMM40L in the tis-sue of triple-negative breast cancer(TNBC).Methods The expression of TOMM40L in TNBC tissues and normal tissues was analyzed with TCGA and UALCAN databases.Univariate and multivariate Cox regression analysis and Nomogram model were used to evaluate the prognostic value of TOMM40L in TNBC patients.Furthermore,the ex-pression of TOMM40L in breast cancer cell lines was evaluated using Western blot analysis and quantitative real-time PCR.Specific siRNA knockdown was performed to evaluate the migration,and cell proliferation of TOMM40L.The potential signaling pathways of TOMM40L were identified by GO and KEGG and GSEA.Results TOMM40L was highly expressed in the TNBC compared to non-TNBC tumor tissues(P<0.001).TOMM40L levels were en-hanced in TNBC cell lines as compared to other non-TNBC cell lines.CCK-8 and Transwell assay demonstrated that TOMM40L knockdown reduced the proliferation and migration of TNBCcell lines.Functional enrichment analysis showed that TOMM40L was involved in glucose metabolism-related pathways.Conclusions The expression of TOMM40L is increased in TNBC and is correlated with poor prognosis.TOMM40L may promote TNBC migration and proliferation.
5.Effects of normal mitochondrial transplantation on proliferation, apoptosis and stemness of triple-negative breast cancer cells
Liangliang MA ; Ke ZHANG ; Jiangning LU ; Lixin SUN ; Long YU ; Yuliang RAN ; Lichao SUN
Chinese Journal of Oncology 2024;46(9):878-888
Objectives:To observe the mitochondrial morphology of normal and triple-negative breast cancer cells, extract mitochondria from normal cells, and investigate the effects of mitochondrial transplantation on proliferation, apoptosis, and stemness of triple-negative breast cancer cells.Methods:The morphology of mitochondria was observed by transmission electron microscope. Mitochondria were extracted by mitochondrial extraction kit, mitochondrial protein was identified by western blot, and mitochondrial activity was detected by mitochondrial membrane potential detection kit. MitoTracker Green or MitoTracker Deep Red fluorescent probes were used to label the mitochondria of living cells, and the degree of mitochondria entering LTT cells was observed by confocal laser microscopy at 12, 24, and 96 hours. The effects of mitochondrial transplantation on proliferation, apoptosis, and stemness of breast cancer cells were examined by CCK8, colony formation assay, flow cytometry, and sphere formation assay after 24 hours of mitochondrial transplantation.Results:The mitochondria of normal cells were rod-shaped or elongated, while the mitochondria of triple-negative breast cancer cells were swollen and vacuolated. Western blot results showed that cytochrome c oxidase subunit I (MT-CO1) protein encoded by mitochondria was present in the isolated mitochondria. The content of heat shock protein 60 (HSP60) was higher in mitochondria than that in cytoplasm. The result of the multi-mode microplate reader showed that the content of mitochondrial J-aggregates/monomer was 1.67±0.06, which was significantly higher than 0.35±0.04 of the control group ( P<0.001). Exogenous mitochondria were observed in LTT cells at 12, 24, and 96 hours after mitochondrial transplantation. The results of the CCK8 experiment showed that OD450 of LTT cells was 0.27±0.13 after 48 hours transplantation, which was lower than 0.62±0.36 of the control group ( P=0.023). The OD450 of MDA-MB-468 cells was 0.30±0.03, which was lower than 0.65±0.10 of the control group ( P=0.004). After 120 hours of mitochondrial transplantation, OD450 in both groups was still significantly lower than that in the control group (P<0.01). The number of clones formed by mitochondrial transplantation of LTT cells was 21.33±7.31, which was lower than 35.22±13.59 of the control group ( P=0.016). Flow cytometry showed that the early apoptosis rate of LTT cells was (30.07±2.15)% after 24 hours of mitochondrial transplantation, which was higher than 2.07±1.58 of the control group ( P<0.001). The proportion of early apoptosis in MDA-MB-468 cells was 24.47%±5.22%, which was higher than (7.83±2.06)% in the control group ( P=0.007). In addition, the number of mitochondria transplanted LTT cells into the cell sphere was 46.25±5.40, which was significantly lower than 62.58±6.43 of the control group ( P<0.001). Conclusion:Normal mitochondria can enter triple-negative breast cancer cells by co-culture, inhibit the proliferation and stemness of triple-negative breast cancer cells, and promote the apoptosis of triple-negative breast cancer cells.
6.Application of convolutional neural networks for the classification of metaphase chromosomes
Lingling XU ; Ying ZHOU ; Lichao ZHANG ; Zhenyu WANG ; Qianqian MAO ; Ning SONG ; Haibo LI
Chinese Journal of Medical Genetics 2024;41(3):300-305
Objective:To train a deep convolutional neural networks (CNN) using a labeled data set to classify the metaphase chromosomes and test its accuracy for chromosomal identification.Methods:Three thousand and three hundred individuals undergoing surveillance for chromosomal disorders at the Laboratory for Comprehensive Prevention and Treatment of Birth Defects, Ningbo Maternal and Child Health Care Hospital from January 2013 to July 2019 were enrolled. A total of 3 300×46 chromosome images were included, of which 70% were used as the training set and 30% were used as the test set for the deep CNN. The accuracy of chromosome counting and "cutting + recognition + arrangement + automatic analysis" of the model were respectively evaluated. Another 80 images were collected to record the time and accuracy of chromosome classification by geneticists and the model, respectively, so as to assess the practical value of the model.Results:The CNN model was used to count the chromosomes with an accuracy of 61.81%, and the "cutting + recognition + arrangement + automatic analysis" accuracy of the model was 96.16%. Compared with manual operation, the classification time of the CNN model has been greatly reduced, and its karyotyping accuracy was only 3.58% lower than that of geneticists.Conclusion:The CNN model has a high performance for chromosome classification and can significantly reduce the work load involved with the segmentation and classification and improve the efficiency of chromosomal karyotyping, thereby has a broad application prospect.
7.Effects of normal mitochondrial transplantation on proliferation, apoptosis and stemness of triple-negative breast cancer cells
Liangliang MA ; Ke ZHANG ; Jiangning LU ; Lixin SUN ; Long YU ; Yuliang RAN ; Lichao SUN
Chinese Journal of Oncology 2024;46(9):878-888
Objectives:To observe the mitochondrial morphology of normal and triple-negative breast cancer cells, extract mitochondria from normal cells, and investigate the effects of mitochondrial transplantation on proliferation, apoptosis, and stemness of triple-negative breast cancer cells.Methods:The morphology of mitochondria was observed by transmission electron microscope. Mitochondria were extracted by mitochondrial extraction kit, mitochondrial protein was identified by western blot, and mitochondrial activity was detected by mitochondrial membrane potential detection kit. MitoTracker Green or MitoTracker Deep Red fluorescent probes were used to label the mitochondria of living cells, and the degree of mitochondria entering LTT cells was observed by confocal laser microscopy at 12, 24, and 96 hours. The effects of mitochondrial transplantation on proliferation, apoptosis, and stemness of breast cancer cells were examined by CCK8, colony formation assay, flow cytometry, and sphere formation assay after 24 hours of mitochondrial transplantation.Results:The mitochondria of normal cells were rod-shaped or elongated, while the mitochondria of triple-negative breast cancer cells were swollen and vacuolated. Western blot results showed that cytochrome c oxidase subunit I (MT-CO1) protein encoded by mitochondria was present in the isolated mitochondria. The content of heat shock protein 60 (HSP60) was higher in mitochondria than that in cytoplasm. The result of the multi-mode microplate reader showed that the content of mitochondrial J-aggregates/monomer was 1.67±0.06, which was significantly higher than 0.35±0.04 of the control group ( P<0.001). Exogenous mitochondria were observed in LTT cells at 12, 24, and 96 hours after mitochondrial transplantation. The results of the CCK8 experiment showed that OD450 of LTT cells was 0.27±0.13 after 48 hours transplantation, which was lower than 0.62±0.36 of the control group ( P=0.023). The OD450 of MDA-MB-468 cells was 0.30±0.03, which was lower than 0.65±0.10 of the control group ( P=0.004). After 120 hours of mitochondrial transplantation, OD450 in both groups was still significantly lower than that in the control group (P<0.01). The number of clones formed by mitochondrial transplantation of LTT cells was 21.33±7.31, which was lower than 35.22±13.59 of the control group ( P=0.016). Flow cytometry showed that the early apoptosis rate of LTT cells was (30.07±2.15)% after 24 hours of mitochondrial transplantation, which was higher than 2.07±1.58 of the control group ( P<0.001). The proportion of early apoptosis in MDA-MB-468 cells was 24.47%±5.22%, which was higher than (7.83±2.06)% in the control group ( P=0.007). In addition, the number of mitochondria transplanted LTT cells into the cell sphere was 46.25±5.40, which was significantly lower than 62.58±6.43 of the control group ( P<0.001). Conclusion:Normal mitochondria can enter triple-negative breast cancer cells by co-culture, inhibit the proliferation and stemness of triple-negative breast cancer cells, and promote the apoptosis of triple-negative breast cancer cells.
8.Occurrence and influencing factors of esophageal stenosis after surgery for early esophageal cancer
Xinxin ZHANG ; Yaodan ZHANG ; Lichao CAI ; Qian LIU
Journal of Clinical Medicine in Practice 2024;28(12):42-45
Objective To analyze the occurrence status and influencing factors of esophageal stenosis after surgery for early esophageal cancer. Methods A total of 285 patients with early esophageal cancer with endoscopic submucosal dissection (ESD) in the hospital from January 2019 to January 2021 were selected as research objects, and they were divided into control group with 237 cases (without esophageal stenosis) and study group with 48 cases (with esophageal stenosis) according to the occurrence of esophageal stenosis after surgery. The operation time, intraoperative blood loss and quality of life were compared between the two groups. The influencing factors of esophageal stenosis were analyzed. Results Compared with the control group, the study group had longer operation time, more intraoperative blood loss, and lower scores in psychological, environmental, physiological and social dimensions, and the between-group differences were statistically significant (
9.Hospice and palliative care non-pharmacological intervention improves cancer-related fatigue in the elderly
Jue DU ; Lichao YING ; Jinzheng CHI ; Yu ZHANG
Chinese Journal of Geriatrics 2024;43(7):822-827
Objective:To investigate the clinical efficacy of non-drug interventions in hospice and palliative care(HPC)for improving cancer-related fatigue(CRF)in elderly individuals and its impact on quality of life.Methods:This study presents findings from a single-center randomized controlled trial conducted at Zhejiang Hospital, focusing on 40 elderly patients experiencing cancer-related fatigue(CRF)between February 2022 and February 2023.The participants were randomly assigned into a control group and an intervention group, each consisting of 20 individuals, using the random number table method.Both groups received routine comprehensive treatment, with the intervention group additionally receiving hospice and palliative care(HPC)non-drug intervention.Following 6 weeks of continuous treatment, the study compared the clinical efficacy, changes in CRF, and quality of life before and after treatment between the two groups.Results:Comparing the baseline data of the two groups of patients, the difference was not statistically significant(all P>0.05).After 6 weeks of treatment, patients in the intervention group reported lower levels of current fatigue, general fatigue, worst fatigue in the past 24 hours, and impact of fatigue on various aspects of their lives compared to the control group(all P<0.01).The clinical remission rate of cancer-related fatigue(CRF)in the intervention group was 60%, significantly higher than the 5% in the control group( P<0.01).Additionally, the intervention group showed improvement in overall quality of life and emotional function with decreased symptom areas scores(fatigue, nausea and vomiting, shortness of breath, sleep disorders, and loss of appetite)( P<0.01 for quality of life and emotional function, P<0.05 for symptom areas). Conclusions:Non-pharmacological interventions within the context of hospice and palliative care have been shown to alleviate cancer-related fatigue in elderly cancer patients, ultimately improving their quality of life.These interventions have demonstrated positive effects on various aspects such as overall quality of life, functional status, fatigue, nausea and vomiting, shortness of breath, sleep disorders, and decreased appetite.Furthermore, these interventions are considered safe and effective in the treatment of elderly cancer patients experiencing fatigue.
10.Safety of high-carbohydrate fluid diet 2 h versus overnight fasting before non-emergency endoscopic retrograde cholangiopancreatography: A single-blind, multicenter, randomized controlled trial
Wenbo MENG ; W. Joseph LEUNG ; Zhenyu WANG ; Qiyong LI ; Leida ZHANG ; Kai ZHANG ; Xuefeng WANG ; Meng WANG ; Qi WANG ; Yingmei SHAO ; Jijun ZHANG ; Ping YUE ; Lei ZHANG ; Kexiang ZHU ; Xiaoliang ZHU ; Hui ZHANG ; Senlin HOU ; Kailin CAI ; Hao SUN ; Ping XUE ; Wei LIU ; Haiping WANG ; Li ZHANG ; Songming DING ; Zhiqing YANG ; Ming ZHANG ; Hao WENG ; Qingyuan WU ; Bendong CHEN ; Tiemin JIANG ; Yingkai WANG ; Lichao ZHANG ; Ke WU ; Xue YANG ; Zilong WEN ; Chun LIU ; Long MIAO ; Zhengfeng WANG ; Jiajia LI ; Xiaowen YAN ; Fangzhao WANG ; Lingen ZHANG ; Mingzhen BAI ; Ningning MI ; Xianzhuo ZHANG ; Wence ZHOU ; Jinqiu YUAN ; Azumi SUZUKI ; Kiyohito TANAKA ; Jiankang LIU ; Ula NUR ; Elisabete WEIDERPASS ; Xun LI
Chinese Medical Journal 2024;137(12):1437-1446
Background::Although overnight fasting is recommended prior to endoscopic retrograde cholangiopancreatography (ERCP), the benefits and safety of high-carbohydrate fluid diet (CFD) intake 2 h before ERCP remain unclear. This study aimed to analyze whether high-CFD intake 2 h before ERCP can be safe and accelerate patients’ recovery.Methods::This prospective, multicenter, randomized controlled trial involved 15 tertiary ERCP centers. A total of 1330 patients were randomized into CFD group ( n = 665) and fasting group ( n = 665). The CFD group received 400 mL of maltodextrin orally 2 h before ERCP, while the control group abstained from food/water overnight (>6 h) before ERCP. All ERCP procedures were performed using deep sedation with intravenous propofol. The investigators were blinded but not the patients. The primary outcomes included postoperative fatigue and abdominal pain score, and the secondary outcomes included complications and changes in metabolic indicators. The outcomes were analyzed according to a modified intention-to-treat principle. Results::The post-ERCP fatigue scores were significantly lower at 4 h (4.1 ± 2.6 vs. 4.8 ± 2.8, t = 4.23, P <0.001) and 20 h (2.4 ± 2.1 vs. 3.4 ± 2.4, t= 7.94, P <0.001) in the CFD group, with least-squares mean differences of 0.48 (95% confidence interval [CI]: 0.26–0.71, P <0.001) and 0.76 (95% CI: 0.57–0.95, P <0.001), respectively. The 4-h pain scores (2.1 ± 1.7 vs. 2.2 ± 1.7, t = 2.60, P = 0.009, with a least-squares mean difference of 0.21 [95% CI: 0.05–0.37]) and positive urine ketone levels (7.7% [39/509] vs. 15.4% [82/533], χ2 = 15.13, P <0.001) were lower in the CFD group. The CFD group had significantly less cholangitis (2.1% [13/634] vs. 4.0% [26/658], χ2 = 3.99, P = 0.046) but not pancreatitis (5.5% [35/634] vs. 6.5% [43/658], χ2 = 0.59, P = 0.444). Subgroup analysis revealed that CFD reduced the incidence of complications in patients with native papilla (odds ratio [OR]: 0.61, 95% CI: 0.39–0.95, P = 0.028) in the multivariable models. Conclusion::Ingesting 400 mL of CFD 2 h before ERCP is safe, with a reduction in post-ERCP fatigue, abdominal pain, and cholangitis during recovery.Trail Registration::ClinicalTrials.gov, No. NCT03075280.


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