1.Construction and efficacy verification of an intelligent pharmaceutical Q&A platform based on AI hallucination-suppression
Zhengwang WEN ; Jiaying WANG ; Wenyue YANG ; Haoyu YANG ; Xiao MA ; Yun LIU
China Pharmacy 2026;37(2):226-231
OBJECTIVE To construct an intelligent pharmaceutical Q&A platform for precision medication with low “artificial intelligence (AI) hallucination”, aiming to enhance the accuracy, consistency, and traceability of medication consultations. METHODS Medication package inserts were batch-processed and converted into structured data through Python programming to build a local pharmaceutical knowledge base. The retrieval and question-answering processes were designed based on large language models, and system integration and localized deployment were completed on Dify platform. By designing typical clinical medication questions and comparing the output of the intelligent pharmaceutical Q&A platform with the online version of DeepSeek across dimensions such as peak time retrieval, half-life, and dosage adjustment reasoning for patients with renal impairment, the accuracy and reliability of its retrieval and reasoning results were evaluated. RESULTS The intelligent pharmaceutical Q&A platform, constructed based on local drug package inserts, achieved 100% accuracy in retrieval and reasoning for peak time, half-life, and dosage adjustment schemes. In comparison, the online version of DeepSeek demonstrated accuracies of 30%(6/20), 50%(10/20), and 38%(23/60) across these three dimensions, respectively. CONCLUSIONS The constructed intelligent pharmaceutical Q&A platform is capable of accurately retrieving and extracting information from the local knowledge base based on clinical inquiries, thereby avoiding the occurrence of AI hallucinations and providing reliable medication decision support for healthcare professionals.
2.Percutaneous coronary intervention vs . medical therapy in patients on dialysis with coronary artery disease in China.
Enmin XIE ; Yaxin WU ; Zixiang YE ; Yong HE ; Hesong ZENG ; Jianfang LUO ; Mulei CHEN ; Wenyue PANG ; Yanmin XU ; Chuanyu GAO ; Xiaogang GUO ; Lin CAI ; Qingwei JI ; Yining YANG ; Di WU ; Yiqiang YUAN ; Jing WAN ; Yuliang MA ; Jun ZHANG ; Zhimin DU ; Qing YANG ; Jinsong CHENG ; Chunhua DING ; Xiang MA ; Chunlin YIN ; Zeyuan FAN ; Qiang TANG ; Yue LI ; Lihua SUN ; Chengzhi LU ; Jufang CHI ; Zhuhua YAO ; Yanxiang GAO ; Changan YU ; Jingyi REN ; Jingang ZHENG
Chinese Medical Journal 2025;138(3):301-310
BACKGROUND:
The available evidence regarding the benefits of percutaneous coronary intervention (PCI) on patients receiving dialysis with coronary artery disease (CAD) is limited and inconsistent. This study aimed to evaluate the association between PCI and clinical outcomes as compared with medical therapy alone in patients undergoing dialysis with CAD in China.
METHODS:
This multicenter, retrospective study was conducted in 30 tertiary medical centers across 12 provinces in China from January 2015 to June 2021 to include patients on dialysis with CAD. The primary outcome was major adverse cardiovascular events (MACE), defined as a composite of cardiovascular death, non-fatal myocardial infarction, and non-fatal stroke. Secondary outcomes included all-cause death, the individual components of MACE, and Bleeding Academic Research Consortium criteria types 2, 3, or 5 bleeding. Multivariable Cox proportional hazard models were used to assess the association between PCI and outcomes. Inverse probability of treatment weighting (IPTW) and propensity score matching (PSM) were performed to account for potential between-group differences.
RESULTS:
Of the 1146 patients on dialysis with significant CAD, 821 (71.6%) underwent PCI. After a median follow-up of 23.0 months, PCI was associated with a 43.0% significantly lower risk for MACE (33.9% [ n = 278] vs . 43.7% [ n = 142]; adjusted hazards ratio 0.57, 95% confidence interval 0.45-0.71), along with a slightly increased risk for bleeding outcomes that did not reach statistical significance (11.1% vs . 8.3%; adjusted hazards ratio 1.31, 95% confidence interval, 0.82-2.11). Furthermore, PCI was associated with a significant reduction in all-cause and cardiovascular mortalities. Subgroup analysis did not modify the association of PCI with patient outcomes. These primary findings were consistent across IPTW, PSM, and competing risk analyses.
CONCLUSION
This study indicated that PCI in patients on dialysis with CAD was significantly associated with lower MACE and mortality when comparing with those with medical therapy alone, albeit with a slightly increased risk for bleeding events that did not reach statistical significance.
Humans
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Percutaneous Coronary Intervention/methods*
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Male
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Female
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Coronary Artery Disease/drug therapy*
;
Retrospective Studies
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Renal Dialysis/methods*
;
Middle Aged
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Aged
;
China
;
Proportional Hazards Models
;
Treatment Outcome
3.Is this delayed inflammatory reaction of breast polyacrylamide hydrogel caused by 2019-nCoV infection? A case report and literature review
Xiaomu MA ; Boyang XU ; Wenyue LIU ; Jie LUAN ; Chunjun LIU
Chinese Journal of Plastic Surgery 2024;40(2):212-217
Breast augmentation using polyacrylamide hydrogel (PAHG) was widely used in China. We present the first case of delayed breast inflammation after 2019 novel coronavirus(2019-nCoV) infection in a patient who recieved breast augmentation with PAHG 20 years ago, without any other predispositions. The 45-year-old female patient complained of severe breast swelling and pain three weeks after 2019-nCoV infection. The swelling extended from the upper clavicle to the upper abdomen. Delayed inflammation reaction was diagnosed, followed by emergency surgery. During the surgery, the injected material was observed to gush out in a form of greenish and thin paste, with a foul odor. The wound had extensive diffuse oozing and hemoglobin decreased significantly. The patient was discharged one week after surgery. During a three-month follow-up, she experienced weakness and fatigue with no complications. There are still many unknown areas of the impact of 2019-nCoV on human foreign bodies and immune system, which is diverse and complex. Reporting various possible symptoms and mechanisms is conducive to improving the level of awareness and intervention of plastic surgeons.
4.Is this delayed inflammatory reaction of breast polyacrylamide hydrogel caused by 2019-nCoV infection? A case report and literature review
Xiaomu MA ; Boyang XU ; Wenyue LIU ; Jie LUAN ; Chunjun LIU
Chinese Journal of Plastic Surgery 2024;40(2):212-217
Breast augmentation using polyacrylamide hydrogel (PAHG) was widely used in China. We present the first case of delayed breast inflammation after 2019 novel coronavirus(2019-nCoV) infection in a patient who recieved breast augmentation with PAHG 20 years ago, without any other predispositions. The 45-year-old female patient complained of severe breast swelling and pain three weeks after 2019-nCoV infection. The swelling extended from the upper clavicle to the upper abdomen. Delayed inflammation reaction was diagnosed, followed by emergency surgery. During the surgery, the injected material was observed to gush out in a form of greenish and thin paste, with a foul odor. The wound had extensive diffuse oozing and hemoglobin decreased significantly. The patient was discharged one week after surgery. During a three-month follow-up, she experienced weakness and fatigue with no complications. There are still many unknown areas of the impact of 2019-nCoV on human foreign bodies and immune system, which is diverse and complex. Reporting various possible symptoms and mechanisms is conducive to improving the level of awareness and intervention of plastic surgeons.
5.Peripheral anti-inflammatory effect of nicotinamide riboside in EAE mice
Guoping XI ; Guobin SONG ; Peijun ZHANG ; Tao MENG ; Wenyue WEI ; Suyao LI ; Na LI ; Mengdi LI ; Qing WANG ; Cungen MA
Immunological Journal 2024;40(2):122-130
The study was designed to investigate the peripheral anti-inflammatory effect of nicotinamide riboside(NR)in experimental autoimmune encephalomyelitis(EAE)mice and its mechanisms.Female C57BL/6 mice were induced by MOG35-55 to prepare EAE model,which then randomly divided into EAE model group and NR treatment group.Mice in EAE model group were given normal saline at a dose of 200 μl/d and mice in NR treatment group were given NR at a dose of 500 mg/kg(200 μl/d)by intragastric administration.Clinical score and body weight of mice in each group were observed and recorded.After mice were sacrificed on the 28th day after immunization,frozen sections of spleen and spinal cord were prepared and proteins of spinal cord were extracted.HE staining was used to detect peripheral inflammatory cells infiltrating spinal cord;immunofluorescence staining was used to detect the number of CD4+T cells and CD68+macrophages in spinal cord of mice;Western blot was used to detect the expression of IFN-γ and IL-1β in spinal cord of mice;immunofluorescence staining was used to detect the number of ROCK-Ⅰ+cells,TLR4+cells,p-NF-κB+cells,TNF-α+cells,IL-1β+cells,IFN-γ+cells,IL-6+cells,IL-10+cells,IL-17+cells,iNOS+cells and Arg-1+cells in spleen of mice.Data showed that compared with EAE model group,NR significantly delayed the onset time of EAE mice(P<0.05),decreased clinical score(P<0.05 or P<0.01),alleviated weight loss,prevented peripheral inflammatory cells from infiltrating spinal cord,decreased the number of CD4+T cells and CD68+macrophages in spinal cord(P<0.01),down-regulated the expression of IFN-γ and IL-1β of spinal cord(P<0.05),inhibited the expression of ROCK-Ⅰ,TLR4 and p-NF-κB in spleen of mice(P<0.01),reduced the secretion of IFN-γ,iNOS,IL-6 and other pro-inflammatory factors in spleen(P<0.05 or P<0.01),and increased the secretion of anti-inflammatory factors Arg-1 and IL-10 in spleen(P<0.05 or P<0.01).In conclusion,NR can effectively alleviate the clinical symptoms of EAE mice and significantly reduce inflammatory response of peripheral and central nervous system,and its mechanism may be related to the inhibition of Rho/ROCK signaling pathway and TLR4/NF-κB signaling pathway in spleen of EAE mice.
6.Immunomodulatory effect of astragaloside IV on T cells of experimental autoimmune encephalomyelitis mice
Bingtao MU ; Jingwen YU ; Chunyun LIU ; Minfang GUO ; Tao MENG ; Pengwei YANG ; Wenyue WEI ; Lijuan SONG ; Jiezhong YU ; Cungen MA
Chinese Journal of Tissue Engineering Research 2024;28(7):1057-1062
BACKGROUND:In the initial stage of multiple sclerosis,central immune cells activate and release a large number of inflammatory factors,causing white matter demyelination and even involving gray matter neurons.The equilibrium of differentiation between different subsets of CD4+ T cells plays an important role in the progression of experimental autoimmune encephalomyelitis.The previous results of the research group showed that the active ingredient astragalus glycoprotein in astragalus can regulate the immune response in experimental autoimmune encephalomyelitis mice,and whether it has a regulatory effect on the differentiation of T cell subsets has not been determined. OBJECTIVE:To explore the therapeutic effects and immune regulatory mechanisms of astragaloside IV on experimental autoimmune encephalomyelitis mice. METHODS:Female C57BL/6 mice were divided into the normal control group,experimental autoimmune encephalomyelitis disease model group,and astragaloside IV treatment group(n=8 per group).Myelin oligodendrocyte glycoprotein peptides 35-55 were used for experimental autoimmune encephalomyelitis model induction in the last two groups.On day 10 to 28 after immunization,the astragaloside IV treatment group was treated with 40 mg/kg per day astragaloside IV intragastrically.Body weight and clinical scores of mice in each group were recorded from the immunization day to the 28th day.On the 28th day after immunization,the mouse spinal cord was taken and made into frozen sections for hematoxylin-eosin staining and Lux fast blue staining to observe pathological changes in the spinal cord.Percentage of splenic T cell subsets was detected using flow cytometry.Western blot assay was used to determine the protein expression of interferon-γ,interleukin-17 and interleukin-6 in the spinal cord.Levels of interferon-γ,interleukin-17,interleukin-6 and interleukin-4 in supernatants of cultured splenocytes were determined by ELISA. RESULTS AND CONCLUSION:(1)Compared with the experimental autoimmune encephalomyelitis disease model group,astragaloside IV could reduce the degree of weight loss in experimental autoimmune encephalomyelitis mice(P<0.05),ameliorate clinical symptoms(P<0.05),inhibit the infiltration of inflammatory cells and alleviate myelin loss(P<0.01,P<0.05).(2)Compared with the experimental autoimmune encephalomyelitis disease model group,astragaloside IV could inhibit the proportion of CD4+T cell subsets expressing interferon-γ(P<0.001)and interleukin-17(P<0.001),but increase percentages of CD4+ interleukin-10+(P<0.001)and CD4+ transforming growth factor-β+(P<0.01)T cell subsets.(3)Astragaloside IV could inhibit the expression of interferon-γ(P<0.05,P<0.01),interleukin-17(P<0.05,P<0.05),and interleukin-6(P<0.05,P<0.05)in the spinal cord and spleen,and up-regulate the expression of interleukin-4(P<0.01)in spleen.(4)These findings confirm that astragaloside IV alleviates clinical symptoms in experimental autoimmune encephalomyelitis mice,which may be related to regulating the splenic T cell subsets,therefore,inhibiting the infiltration of inflammatory cells into the center and reducing the demyelination.
7.Analysis of key gene related to hypospadias based on gene co-expression weight network analysis
Xiaoya LIU ; Mengmeng CHANG ; Wenyue MA ; Hongjie GAO ; Fengyin SUN
China Modern Doctor 2024;62(14):6-10,18
Objective To explore potential genes associated with the pathogenesis of hypospadias using weighted Gene co-expression network analysis(WGCNA).Methods The WGCNA algorithm was used to process the hypospadias-related dataset GSE35034,and then a gene co-expression weight network was constructed to screen the modules with the highest correlation with hypospadias,and the genes in the modules were enriched and detected by gene ontology(GO),Kyoto Encyclopedia of Genes and Genomes(KEGG).Differential analysis was also performed to screen out differential genes.The differential genes were imported into the String database.Using Cytoscape software,the hub genes in the network were identified.The results screened by the above three methods were combined and analyzed,and the core genes in the intersection set were screened.Using the external dataset GSE121712,the core genes were verified by mRNA expression changes and subject work characterization receiver operating characteristic(ROC)curve diagnosis.Results Fifteen co-expression modules were obtained based on the WGCNA method.Ninety-three common differential genes meeting the conditions were obtained by differential analysis.Ten core genes were finally obtained by Cytoscape software analysis.Finally MEbrown module,differential genes and the 10 core genes yielded a total of 2 intersecting genes:FBXL16 and SYNDIG1.ROC curves verified that the intersecting genes were differentially expressed in patients with hypospadias versus normal subjects.Conclusion In this study,two key genes with significant correlation with hypospadias were obtained by WGCNA,which may be used for the early diagnosis and treatment of hypospadias after further study.
8.TCOF1 Gene variation in Treacher Collins syndrome and evaluation of speech rehabilitation after bone bridge surgery.
Yonghua LI ; Wenyue CHI ; Ken LIN ; Jinyan ZU ; Hua SHAO ; Zhiyong MAO ; Quandong CHEN ; Jing MA
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(9):748-754
Objective:By analyzing the clinical phenotypic characteristics and gene sequences of two patients with Treacher Collins syndrome(TCS), the biological causes of the disease were determined. Then discuss the therapeutic effect of hearing intervention after bone bridge implantation. Methods:All clinical data of the two family members were collected, and the patients signed the informed consent. The peripheral blood of the proband and family members was extracted, DNA was extracted for whole exome sequencing, and Sanger sequencing was performed on the family members for the mutation site.TCOF1genetic mutations analysis was performed on the paitents. Then, the hearing threshold and speech recognition rate of family 2 proband were evaluated and compared under the sound field between bare ear and wearing bone bridge. Results:In the two pedigrees, the probands of both families presented with auricle deformity, zygomatic and mandibular hypoplasia, micrognathia, hypotropia of the eye fissure, and hypoplasia of the medial eyelashes. The proband of Family 1 also presents with specific features including right-sided narrow anterior nasal aperture and dental hypoplasia, which were consistent with the clinical diagnosis of Treacher Collins syndrome. Genetic testing was conducted on both families, and two heterozygous mutations were identified in the TCOF1 gene: c. 1350_1351dupGG(p. A451Gfs*43) and c. 4362_4366del(p. K1457Efs*12), resulting in frameshift mutations in the amino acid sequence. Sanger sequencing validation of the TCOF1 gene in the parents of the proband in Family 1 did not detect any mutations. Proband 1 TCOF1 c. 1350_1351dupGG heterozygous variants have not been reported previously. The postoperative monosyllabic speech recognition rate of family 2 proband was 76%, the Categories of Auditory Performance(CAP) score was 6, and the Speech Intelligibility Rating(SIR) score was 4. Assessment using the Meaningful Auditory Integration Scale(MAIS) showed notable improvement in the patient's auditory perception, comprehension, and usage of hearing aids. Evaluation using the Glasgow Children's Benefit Inventory and quality of life assessment revealed significant improvements in the child's self care abilities, daily living and learning, social interactions, and psychological well being, as perceived by the parents. Conclusion:This study has elucidated the biological cause of Treacher Collins syndrome, enriched the spectrum of TCOF1 gene mutations in the Chinese population, and demonstrated that bone bridge implantation can improve the auditory and speech recognition rates in TCS patients.
Child
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Humans
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Mandibulofacial Dysostosis/genetics*
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Quality of Life
;
Speech
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Parents
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Mutation
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Nuclear Proteins/genetics*
;
Phosphoproteins/genetics*
9.The role of superdrainage using superficial inferior epigastric vein in single-pedicled deep inferior epigastric perforator flap breast reconstruction
Xiaomu MA ; Boyang XU ; Su FU ; Shangshan LI ; Wenyue LIU ; Xingyi DU ; Yiye OUYANG ; Jie LUAN ; Chunjun LIU
Chinese Journal of Plastic Surgery 2023;39(4):366-374
Objective:To explore the safety and efficacy of prophylactic superdrainage using superficial inferior epigastric vein (SIEV) in delayed single-pedicled deep inferior epigastric perforator (DIEP) flap breast reconstruction.Methods:The clinical data of all patients who underwent single-pedicle DIEP flap delayed breast reconstruction in Department of Comprehensive Breast Plasty Surgery, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College from May 2018 to August 2022 were retrospectively analyzed. According to whether SIEV-internal thoracic vein anastomosis was performed, they were divided into superdrainaged group and non-superdrainaged group. The diameter of SIEV and the time required for anastomosis were recorded. The total operation time, flap ischemia time, hospital stay, the rates of flap diffuse congestion, overall complications and second operation were compared between the two groups. The relative risks of flap diffuse congestion, complications and second operation were calculated. SPSS 24.0 software was used for data analysis. Measurement data was expressed as Mean±SD, independent sample t test was used for analysis. Counting data was expressed as %, and χ2 test was used for analysis. P<0.05 was considered statistically significant. Results:A total of 45 patients were included, including 26 patients in the non-superdrainaged group and 19 patients in the superdrainaged group. The total operation time was (7.7±1.9) h and (8.4±1.5) h, the flap ischemia time was (89.5±10.4) min and (92.6±12.3) min, and the hospital stay was (6.6±1.8) d and (6.6±2.0) d, respectively. There were no significant differences ( P>0.05). In the superdrainaged group, the diameter of SIEV was (2.5±0.3) mm, and manual suture was used. The time required for anastomosis of one SIEV was (12.2±2.3) min. The rates of diffuse congestion, recipient site complications, donor site complications and second operation were 7.7%(2/26), 15.4%(4/26), 7.7%(2/26) and 15.4%(4/26) in the non-superdrainaged group, and 0(0/19), 5.3%(1/19), 10.5%(2/19) and 5.3%(1/19) in the superdrainaged group, respectively. There were no significant differences between the two groups ( P>0.05). The relative risks were 3.7, 2.9, 0.7 and 2.9, respectively. Conclusion:Prophylactic superdrainage using SIEV is safe and effective. It can minimize the potential rate of diffuse venous congestion and secondary surgery, and not at the expense of increased flap ischemia time and abdominal complications in the meanwhile.
10.Rare falp dysvascularization salvaged by superficial inferior epigastric vessels supercharge/drainage: a case of deep inferior epigastric perforator flap breast reconstruction
Xiaomu MA ; Boyang XU ; Wenyue LIU ; Shangshan LI ; Zhaohan CHEN ; Xingyi DU ; Chunjun LIU
Chinese Journal of Plastic Surgery 2023;39(4):390-394
In deep inferior epigastric perforator (DIEP) flap breast reconstruction, diffuse venous congestion caused by non-pedicle causes, such as lack of effective communication between deep and superficial venous systems, is very rare. In this paper, a case of young woman who underwent DIEP breast reconstruction after breast cancer mastectomy was reported. Imaging findings showed the absence of bilateral dominant perforators and the lack of communication between the deep and superficial venous system. During operation, the superficial inferior epigastric vessels were dissected in advance. Indocyanine green angiography showed arterial perfusion insufficiency and venous congestion.The flap was successfully salvaged by supercharging/draining with superficial inferior epigastric vessels, preserving the abdominal function of the young patient to the greatest extent.

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