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.Elucidation of the Mechanism Underlying the Rise and Decline of Male Reproductive Function from the Perspective of Tiangui (天癸) Theory
Yuhao MENG ; Haoyu WANG ; Wei LIU ; Yang YANG ; Yudie HU ; Xing ZHOU
Journal of Traditional Chinese Medicine 2026;67(18):1931-1935
Based on ancient and modern literature, this paper systematically elucidates the concept, physiological characteristics, and reproductive significance of tiangui (天癸), and further reviews its theoretical connotation throughout the entire process of male reproductive function, covering its onset, maturation, maintenance, disorder, and decline. In terms of its physiological foundation, tiangui is rooted in kidney essence and regulates male reproductive function through the coordination of zang-fu (脏腑) organs. It possesses characteristics of being time-limited, rhythmic, relatively independent, targeted, and functionally diverse. The occurrence of male reproductive diseases is closely related to the abnormality of tiangui, which primarily manifests as tiangui deficiency and dysregulation of tiangui timing. In clinical practice, treatment should follow the principle of "supplementing its deficiency and regulating its timing", so as to restore the operating rhythm of tiangui.
3.Development and validation of a nomogram for predicting positive surgical margins after robot-assisted radical prostatectomy
Zhoujie YE ; Jinpeng SHAO ; Ziyan AN ; Haoyu ZOU ; Zongyu FU ; Kun ZHAO ; Zheng WANG ; Weijun FU
Chinese Journal of Urology 2025;46(6):439-446
Objective:To investigate the risk factors for positive surgical margins(PSM)after robot-assisted radical prostatectomy(RARP),and to develop and validate a predictive nomogram.Methods:We retrospectively analyzed the clinicopathological data of 874 prostate cancer patients who underwent RARP performed by a single surgeon at the First Medical Center of Chinese PLA General Hospital between January 2012 and December 2018. Patients were divided into positive surgical margin(n=327)and negative surgical margin(n=547)groups based on postoperative margin status.The PSM group had significantly higher preoperative median tPSA[31.200(19.050,54.400)ng/ml vs. 15.050(9.840,27.590)ng/ml, P<0.01],higher proportion of patients with PSAD>1 ng/ml 2[49.5%(162/327)vs. 21.2%(116/547), P<0.01],biopsy Gleason score ≥8[33.3%(109/327)vs. 21.2%(116/547), P<0.01],ISUP grade 4-5[33.3%(109/327)vs. 21.2%(116/547), P<0.01],clinical T stage ≥cT 3[11.3%(37/327)vs. 4.2%(23/547), P<0.01],and high-risk classification[82.3%(269/327)vs. 55.9%(306/547), P<0.01]compared to the negative surgical margin group. Conversely,the PSM group had a lower prevalence of hypertension[29.7%(97/327)vs. 40.2%(220/547), P=0.002].Patients were randomly split into a training cohort(n=656,75%)and an internal validation cohort(n=218,25%). An external validation cohort included 71 patients who underwent RARP by different surgeons between January 2014 and December 2016. No significant differences in baseline characteristics were observed between cohorts( P>0.05).Univariate and multivariate logistic regression analyses identified independent predictors of PSM,which were incorporated into a nomogram. Predictive performance was assessed using receiver operating characteristic(ROC)curves,decision curve analysis(DCA),and calibration curve. Internal and external validations were performed. Results:The PSM group had longer postoperative hospitalization[6(5,8)vs. 6(5,7)days, P=0.028],higher rates of pathologic Gleason score ≥8[41.5%(115/277)vs. 24.9%(111/446), P<0.01],ISUP grade 4-5[41.5%(115/277)vs. 24.9%(111/446), P<0.01],pT 3 stage[52.3%(171/327)vs. 17.4%(95/547), P<0.01],pN 1 stage[12.8%(42/327)vs. 3.8%(21/547), P<0.01],extracapsular extension[52.3%(171/327)vs. 17.4%(95/547), P<0.01],and seminal vesicle invasion[34.6%(113/327)vs. 9.1%(50/547), P<0.01].Multivariate analysis identified elevated tPSA( OR=1.014,95% CI 1.004—1.024,P=0.006)and PSAD ≥0.15 ng/(ml/g)( OR=11.638,95% CI 1.450—93.396,P=0.021)as independent risk factors for PSM. The area under the ROC curve(AUC)of the nomogram constructed based on the above variables was 0.770(95% CI 0.735—0.805). The AUC values for the internal and external validation sets were 0.698(95% CI 0.630—0.767)and 0.643(95% CI 0.513—0.774),respectively. The calibration curve demonstrated good agreement between the predicted and observed outcomes,and the DCA indicated that the predictive model has potential clinical utility in decision-making. Conclusion:tPSA and PSAD were identified as independent risk factors for PSM. The nomogram constructed based on these two independent predictive variables effectively predicted PSM after RARP.
4.Comparison of two types of adjacent perforator flap in reconstruction of small and medium-sized defect of ulnar palm
Hui WANG ; Xi FAN ; Bin WANG ; Haoyu QIN ; Wanxi ZHANG ; Xiaoxi YANG
Chinese Journal of Microsurgery 2025;48(5):517-522
Objective:To compare clinical effectiveness of the ulnar flap of dorsal cutaneous branch of proper palmar digital artery (PPDA) of little finger and the perforator flap of the 4th dorsal metacarpal artery (DMA) for reconstruction of small and medium-sized defects of ulnar palm.Methods:A retrospective case-control study method was employed in this study. From March 2017 to February 2024, a total of 42 patients of small and medium-sized defects of ulnar palm were treated in the Department of Hand Surgery, the Second Hospital of Tangshan. Twenty-four defects were reconstructed by the ulnar flaps of dorsal cutaneous branch of PPDA (PPDA group) of little finger and the rest of 18 defects were reconstructed by the perforator flap of the 4th DMA (DMA group). Sizes of the defects and flaps in PPDA group were 1.5 cm×1.2 cm-5.2 cm×2.3 cm and 1.6 cm×1.3 cm-6.0 cm×2.5 cm, respectively. Dimensions of the defects and flaps in DMA group ranged from 1.7 cm×1.2 cm-5.0 cm×2.4 cm and 2.0 cm×1.5 cm-6.2 cm×2.7 cm, respectively. Donor sites in both groups were all directly closed. Survival of the flaps and wound healing of donor sites were observed between the 2 groups after surgery. And the surgical time, intraoperative blood loss and duration of follow-up of the 2 groups were recorded. Postoperative follow-up included outpatient clinic visits, telephone interviews and WeChat video-clips. Static two-point discrimination (TPD) of the flaps were measured, and appearance of flaps and donor sites were evaluated based on the Michigan Hand Function Questionnaire (MHQ) evaluation criteria and Vancouver Scar Scale (VSS), respectively. The measurement and count data acquired from both groups were compared by independent sample t-test and χ2 tests or Fisher's exact test, respectively. P<0.05 was considered statistically significant. Results:All 24 flaps in PPDA group and 14 flaps in DMA group survived primarily, except 4 flaps in DMA group that had blisters and healed by dressing changes. Primary survival rate of the flaps in PPDA group (100%) was higher than that of DMA group (78%), and the difference was statistically significant ( P<0.05). Donor site incisions in both groups all healed primarily. The surgery time, intraoperative blood loss and duration of follow-up in PPDA and DMA groups were 64.50 min±7.70 min, 87.08 ml±25.11 ml, 15.46 months±3.83 months, and 62.44 min±8.28 min, 91.67 ml±27.28 ml, 16.39 months±3.24 months, respectively, and of which there was no statistically significant difference between the 2 groups ( P>0.05). At the final follow-up, static TPD and MHQ scores for flap appearance in PPDA group were 13.71 mm±2.91 mm and 4.63±0.50, which were better than 15.78 mm±2.78 mm and 4.28±0.46 in DMA group with a statistically significant difference ( P<0.05). VSS scores of donor site appearance in PPDA and DMA groups were (3.38±0.97 and 3.89±1.02, respectively. Although there was no statistically significant difference between the 2 groups ( P>0.05), the donor sites in PPDA group were more concealed and easier accepted by patients. Conclusion:The ulnar flap of dorsal cutaneous branch of PPDA of little finger and the perforator flap of the 4th DMA are both suitable for reconstruction of small and medium-sized defects of ulnar palm. Compared with the perforator flap of the 4th DMA, the ulnar flap of dorsal cutaneous branch of PPDA of little finger has advantages in higher primary survival rate, better flap sensation and appearance with more concealed donor site.
5.The efficacy of oblique lateral lumbar interbody fusion in the treatment of degenerative scoliosis: a meta-analysis
Guotai WANG ; Haoyu FENG ; Hua WU
Chinese Journal of Orthopaedics 2025;45(4):222-229
Objective:To analyze the clinical efficacy of oblique lumbar interbody fusion (OLIF) in the treatment of degenerative scoliosis.Methods:The clinical studies of OLIF in the treatment of degenerative scoliosis published up to May 2024 were searched in China National Knowledge Infrastructure (CNKI), Wanfang Data Knowledge Service Platform, VIP, Chinese Medical Journal Full-text Database, PubMed, Embase, Web of Science, and Google Scholar databases. Visual analogue scale (VAS), Oswestry disability index (ODI), Cobb's angle of coronal convexity, pelvic tilt (PT), lumbar lordosis (LL), sagittal vertical axis (SVA) were extracted to compare the changes of the indexes before and after surgery. The methodological index for non-randomised studies (MINORS) was used to evaluate the quality of the included literature. Stata 18.0 statistical software was used for the meta-analysis. When the heterogeneity between groups was small, the fixed-effect model was used for analysis, and when the heterogeneity between groups was large, the random-effect model was used for analysis.Results:A total of 152 patients from 7 articles were included in the meta-analysis, including 3 in Chinese and 4 in English, with MINORS scores ranging from 17 to 22. Meta-analysis showed that OLIF for treating degenerative scoliosis was effective in reducing postoperative VAS score [ SMD=-4.74, 95% CI(-5.26, -4.21), P<0.001], ODI [ SMD=-6.21, 95% CI(-8.02, -4.41), P<0.001], coronal plane scoliosis Cobb angle[ SMD=-2.50, 95% CI(-3.22, -1.78), P<0.001], PT [ SMD=-0.73, 95% CI(-1.14, -0.33), P<0.001], and SVA [ SMD=-1.01, 95% CI(-1.75, -0.28), P=0.007], and significantly improved postoperative LL [ SMD=1.16, 95% CI(0.65, 1.68), P<0.001]. Conclusion:OLIF for treating degenerative scoliosis can effectively relieve pain, improve spinal function, and correct coronal facet scoliosis deformity.
6.Regulation of Tumor Immune Homeostasis by Programmed Cell Death and Intervention Effect of Traditional Chinese Medicine Under Theory of Regulating Qi and Resolving Toxins
Bingwei YANG ; Xue CHEN ; Chenglei WANG ; Haoyu ZHAI ; Weidong LI ; Baojin HUA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):212-220
Tumor immune homeostasis is a dynamic equilibrium state in which the body removes abnormal mutated cells in time to prevent tumor development without damaging other normal cells under the surveillance of the immune system. It is an important concept to understand the process of tumor development. Programmed cell death (PCD) is a kind of regulable cell death including various forms such as apoptosis, autophagy, pyroptosis, necrosis, and ferroptosis. It is regarded as an important way for the body to remove abnormal or mutated cells. In recent years, modern research has found that PCD has a bi-directional regulatory effect on carcinogenesis and tumor development. In the early stage of tumor formation, PCD can control tumor development in time by playing a specific immune clearance role, while in the later tumorigenic stage, PCD can promote the growth and development of tumor cells by forming a tumor-specific microenvironment, resulting in carcinogenic effects. Therefore, PCD is regarded as an important way to maintain tumor immune homeostasis. Based on the idea of ''supporting the vital Qi and cultivating the root'' by professors Yu Guiqing and Piao Bingkui, the team proposed the theory of ''regulating Qi and resolving toxins'' and applied it to clinical tumor prevention and treatment. Based on the theory of ''regulating Qi and resolving toxins'', the research summarized the current progress of modern medical research on mechanisms related to PCD to explore the role of PCD in the regulation of tumor immune homeostasis. The article believed that the harmonious state of Qi movement was the basic condition for normal PCD to maintain tumor immune homeostasis, while the disorder of Qi movement and the evolution of tumor toxicity were the core processes of abnormal PCD and disorder of tumor immunity homeostasis, which led to the escape and development of tumor cells. Therefore, under the guidance of ''regulating Qi and removing toxins'', the idea of full-cycle prevention and treatment of tumors was proposed summarily. In the early stage of tumor formation, the method of ''regulating Qi movement and strengthening vital Qi'' was applied to reestablish tumor immune homeostasis and to promote the elimination of abnormal cells. In the late tumorigenic stage, the method of ''resolving toxins and dispelling evils'' was applied to reverse the specific microenvironment of tumors and inhibit the development of tumor cells, with a view to providing new theoretical support for the prevention and treatment of tumors through traditional Chinese medicine.
7.Regulation of Tumor Immune Homeostasis by Programmed Cell Death and Intervention Effect of Traditional Chinese Medicine Under Theory of Regulating Qi and Resolving Toxins
Bingwei YANG ; Xue CHEN ; Chenglei WANG ; Haoyu ZHAI ; Weidong LI ; Baojin HUA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):212-220
Tumor immune homeostasis is a dynamic equilibrium state in which the body removes abnormal mutated cells in time to prevent tumor development without damaging other normal cells under the surveillance of the immune system. It is an important concept to understand the process of tumor development. Programmed cell death (PCD) is a kind of regulable cell death including various forms such as apoptosis, autophagy, pyroptosis, necrosis, and ferroptosis. It is regarded as an important way for the body to remove abnormal or mutated cells. In recent years, modern research has found that PCD has a bi-directional regulatory effect on carcinogenesis and tumor development. In the early stage of tumor formation, PCD can control tumor development in time by playing a specific immune clearance role, while in the later tumorigenic stage, PCD can promote the growth and development of tumor cells by forming a tumor-specific microenvironment, resulting in carcinogenic effects. Therefore, PCD is regarded as an important way to maintain tumor immune homeostasis. Based on the idea of ''supporting the vital Qi and cultivating the root'' by professors Yu Guiqing and Piao Bingkui, the team proposed the theory of ''regulating Qi and resolving toxins'' and applied it to clinical tumor prevention and treatment. Based on the theory of ''regulating Qi and resolving toxins'', the research summarized the current progress of modern medical research on mechanisms related to PCD to explore the role of PCD in the regulation of tumor immune homeostasis. The article believed that the harmonious state of Qi movement was the basic condition for normal PCD to maintain tumor immune homeostasis, while the disorder of Qi movement and the evolution of tumor toxicity were the core processes of abnormal PCD and disorder of tumor immunity homeostasis, which led to the escape and development of tumor cells. Therefore, under the guidance of ''regulating Qi and removing toxins'', the idea of full-cycle prevention and treatment of tumors was proposed summarily. In the early stage of tumor formation, the method of ''regulating Qi movement and strengthening vital Qi'' was applied to reestablish tumor immune homeostasis and to promote the elimination of abnormal cells. In the late tumorigenic stage, the method of ''resolving toxins and dispelling evils'' was applied to reverse the specific microenvironment of tumors and inhibit the development of tumor cells, with a view to providing new theoretical support for the prevention and treatment of tumors through traditional Chinese medicine.
8.The Role of Gut Microbiota in Male Erectile Dysfunction of Rats
Zhunan XU ; Shangren WANG ; Chunxiang LIU ; Jiaqi KANG ; Yang PAN ; Zhexin ZHANG ; Hang ZHOU ; Mingming XU ; Xia LI ; Haoyu WANG ; Shuai NIU ; Li LIU ; Daqing SUN ; Xiaoqiang LIU
The World Journal of Men's Health 2025;43(1):213-227
Purpose:
Erectile dysfunction (ED) is a common male sexual dysfunction. Gut microbiota plays an important role in various diseases. To investigate the effects and mechanisms of intestinal flora dysregulation induced by high-fat diet (HFD) on erectile function.
Materials and Methods:
Male Sprague–Dawley rats aged 8 weeks were randomly divided into the normal diet (ND) and HFD groups. After 24 weeks, a measurement of erectile function was performed. We performed 16S rRNA sequencing of stool samples. Then, we established fecal microbiota transplantation (FMT) rat models by transplanting fecal microbiota from rats of ND group and HFD group to two new groups of rats respectively. After 24 weeks, erectile function of the rats was evaluated and 16S rRNA sequencing was performed, and serum samples were collected for the untargeted metabolomics detection.
Results:
The erectile function of rats and the species diversity of intestinal microbiota in the HFD group was significantly lower, and the characteristics of the intestinal microbiota community structure were also significantly different between the two groups. The erectile function of rats in the HFD-FMT group was significantly lower than that of rats in the ND-FMT group. The characteristics of the intestinal microbiota community structure were significantly different. In the HFD-FMT group, 27 metabolites were significantly different and they were mainly involved in the several inflammation-related pathways.
Conclusions
Intestinal microbiota disorders induced by HFD can damage the intestinal barrier of rats, change the serum metabolic profile, induce low-grade inflammation and apoptosis in the corpus cavernosum of the penis, and lead to ED.
9.The Role of Gut Microbiota in Male Erectile Dysfunction of Rats
Zhunan XU ; Shangren WANG ; Chunxiang LIU ; Jiaqi KANG ; Yang PAN ; Zhexin ZHANG ; Hang ZHOU ; Mingming XU ; Xia LI ; Haoyu WANG ; Shuai NIU ; Li LIU ; Daqing SUN ; Xiaoqiang LIU
The World Journal of Men's Health 2025;43(1):213-227
Purpose:
Erectile dysfunction (ED) is a common male sexual dysfunction. Gut microbiota plays an important role in various diseases. To investigate the effects and mechanisms of intestinal flora dysregulation induced by high-fat diet (HFD) on erectile function.
Materials and Methods:
Male Sprague–Dawley rats aged 8 weeks were randomly divided into the normal diet (ND) and HFD groups. After 24 weeks, a measurement of erectile function was performed. We performed 16S rRNA sequencing of stool samples. Then, we established fecal microbiota transplantation (FMT) rat models by transplanting fecal microbiota from rats of ND group and HFD group to two new groups of rats respectively. After 24 weeks, erectile function of the rats was evaluated and 16S rRNA sequencing was performed, and serum samples were collected for the untargeted metabolomics detection.
Results:
The erectile function of rats and the species diversity of intestinal microbiota in the HFD group was significantly lower, and the characteristics of the intestinal microbiota community structure were also significantly different between the two groups. The erectile function of rats in the HFD-FMT group was significantly lower than that of rats in the ND-FMT group. The characteristics of the intestinal microbiota community structure were significantly different. In the HFD-FMT group, 27 metabolites were significantly different and they were mainly involved in the several inflammation-related pathways.
Conclusions
Intestinal microbiota disorders induced by HFD can damage the intestinal barrier of rats, change the serum metabolic profile, induce low-grade inflammation and apoptosis in the corpus cavernosum of the penis, and lead to ED.
10.Effects of lncRNA DHRS4-AS1 on proliferation, invasion, migration, and apoptosis of thyroid cancer cells by regulating the miR-221-3p/SOCS3 signaling axis.
Hui WANG ; Yu GUO ; Peipei ZHANG ; Haoyu YANG ; Chuntao TIAN ; Mingming JIN
Chinese Journal of Cellular and Molecular Immunology 2025;41(9):798-805
Objective To explore the influences of long-chain noncoding RNA DHRS4-AS1 (lncRNA DHRS4-AS1) on the proliferation, invasion, migration, and apoptosis of thyroid cancer (TC) cells by regulating the microRNA-221-3p (miR-221-3p)/suppressor of cytokine signaling 3 (SOCS3) signaling axis. Methods Quantitative real-time PCR (qRT-PCR) was applied to detect the expression of lncRNA DHRS4-AS1, miR-221-3p, and SOCS3 mRNA in TC cell lines, and the optimal cell line was selected for subsequent experiments. FTC-133 cells were divided into five groups: control group, pcDNA-NC group, DHRS4-AS1 group, DHRS4-AS1 combined with agomir NC group, and DHRS4-AS1 combined with miR-221-3p-agomir group. Transfection efficiency was assessed using qRT-PCR. Dual luciferase reporter assays were applied to verify the targeting interaction between lncRNA DHRS4-AS1, SOCS3, and miR-221-3p. Western blot analysis was used to detect the expression of SOCS3 in FTC-133 cells. EdU method was used to measure cell proliferation. Flow cytometry was applied to measure the apoptosis of FTC-133 cells. Scratch experiment was applied to measure the migration of FTC-133 cells. Transwell chamber was applied to detect the invasion of FTC-133 cells. Nude mouse transplantation tumor experiment was used to observe the effect of lncRNA DHRS4-AS1 on the growth of TC transplantation tumors. Results Dual luciferase reporter assays showed a targeting relationship between lncRNA DHRS4-AS1, miR-221-3p, and SOCS3. LncRNA DHRS4-AS1 and SOCS3 were downregulated and miR-221-3p was upregulated in FTC-133 cells. Overexpression of lncRNA DHRS4-AS1 inhibited proliferation, migration, and invasion of FTC-133 cells, while inducing apoptosis. Conversely, miR-221-3p overexpression reversed these inhibitory effects, and suppressed the apoptosis. Nude mouse transplantation experiment observed that overexpression of lncRNA DHRS4-AS1 resulted in a decrease in tumor tissue quality and volume, and a decrease in miR-221-3p expression and an increase in SOCS3 expression. Conclusion LncRNA DHRS4-AS1 is downregulated in FTC-133 cells. Overexpression of lncRNA DHRS4-AS1 can inhibit the proliferation, invasion, and migration of TC cells and induce apoptosis by regulating the miR-221-3p/SOCS3 signaling axis.
MicroRNAs/metabolism*
;
Suppressor of Cytokine Signaling 3 Protein/metabolism*
;
Humans
;
RNA, Long Noncoding/metabolism*
;
Apoptosis/genetics*
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Cell Proliferation/genetics*
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Cell Movement/genetics*
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Thyroid Neoplasms/physiopathology*
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Animals
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Signal Transduction/genetics*
;
Cell Line, Tumor
;
Mice, Nude
;
Neoplasm Invasiveness
;
Gene Expression Regulation, Neoplastic
;
Mice
;
Mice, Inbred BALB C

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