1.Accuracy and quality of answer reasoning of Chinese large language model in Chinese middle level professional qualification examination of radiology
Jingyu ZHONG ; Yue XING ; Yangfan HU ; Qinghua MIN ; Caisong ZHU ; Dandan SHI ; Xiaoyu FAN ; Jingshen CHU ; Huan ZHANG ; Weiwu YAO
Chinese Journal of Medical Education Research 2025;24(2):145-149
Objective:To compare the accuracy of a Chinese large language model (LLM) and radiologists in Chinese middle level professional qualification examination of radiology, and evaluate the quality of answer reasoning provided by the Chinese LLM.Methods:In this study, 100 high-quality questions were selected using stratified random sampling to form a test set. We asked the ERNIE Bot by dialogues on the website to provide the correct answers and answer reasoning for these questions. These questions were also answered by 15 radiologists with different levels of experience. The accuracy of Chinese LLM and that of radiologists were compared. Two radiologists evaluated the quality of answer reasoning using a 5-point semi-quantitative scale.Results:The accuracy of ERNIE Bot was 60.00%, which was lower than the median (interquartile) accuracy of 67.00% (64.00%, 73.00%) for radiologists, and the difference was statistically significant ( W=2.47, P=0.013). The word count of the reasoning provided by Ernie Bot was (196.44±99.25) words, with no significant difference in word count between correct and incorrect answer reasoning, which were (211.03±107.53) words and (174.55±81.84) words, respectively ( t=1.82, P=0.072). Among the correct answers, the quality of reasoning was scored as follows: 1 point for 3 questions, 2 points for 9 questions, 3 points for 12 questions, and 4 points for 36 questions. No reasoning received a score of 5. Conclusions:Chinese LLM demonstrates a certain level of medical knowledge and clinical reasoning ability, which can assist clinical teachers in educational activities. However, it is not yet able to independently tutor residents and lacks the ability of invitational and heuristic teaching.
2.Epidemiological Characteristics of Pancreatic Cancer in 2020 and Its Change Trend from 2010 to 2020 in Cancer Registration Areas of Gansu Province
Qian SUN ; Junguo HU ; Yuqin LIU ; Yancheng YE ; Qinghua CAI ; Hongzong WANG
China Cancer 2025;34(5):377-384
[Purpose]To analyze the incidence and mortality of pancreatic cancer in 2020 and the change trend from 2010 to 2020 in cancer registration areas of Gansu Province.[Methods]The data of pancreatic cancer from 2010 to 2020 were collected from cancer registries in Gansu Province.The crude incidence/mortality rate,age-standardized incidence/mortality rate by Chinese standard population(ASIRC/ASMRC)and world standard population(ASIRW/ASMRW),0~74 years old cumulative rate and proportion of pancreatic cancer were calculated.Joinpoint 4.7.0 software was used to calculate the average annual percentage change(AAPC)of ASIRC/ASMRC of pancreatic cancer in cancer registration areas of Gansu Province from 2010 to 2020.[Results]In 2020,a total of 838 new cases of pancreatic cancer were reported in the cancer registration areas of Gansu Province,with a crude incidence rate of 6.52/105,ASIRC and ASIRW of 4.03/105 and 4.49/105 respectively,accounting for 2.50%of all malignant tumor incidence.In 2020,702 cases of pan-creatic cancer deaths were reported in the cancer registration areas of Gansu Province,with a crude mortality rate of 5.46/105,ASMRC and ASMRW of 3.25/105 and 3.73/105,respectively,ac-counting for 3.98%of all malignant tumor deaths.From 2010 to 2020,a total of 2 413 cases of pancreatic cancer were reported in cancer registration areas in Gansu Province,accounting for 1.90%of all malignant tumors in the province.The crude incidence rate of pancreatic cancer was 5.28/105,the ASIRC was 4.18/105,the ASIRW was 4.63/105,and the cumulative rate of 0~74 years old was 0.49%.From 2010 to 2020,a total of 1 871 pancreatic cancer deaths were reported in cancer registration areas of Gansu Province,accounting for 2.38%of all malignant tumor deaths in the province.The crude mortality rate was 3.92/105,the ASMRC was 3.09/105,the ASMRW was 3.50/105,and the cumulative rate of 0~74 years old was 0.36%.In terms of sex and region,the incidence and mortality of pancreatic cancer from 2010 to 2020 in men were higher than those in women,and higher in rural areas than those in urban areas.From 2010 to 2020,the incidence and mortality were at a low level under the age of 44 years old,and increased significantly after 45 years old,reaching a peak in the age group of 80~84 years old.ASIRC showed no significant change from 2010 to 2020 with an AAPC of 0.41 1%(P>0.05).From 2010 to 2020,the ASMRC showed an significantly increasing trend with an AAPC of 6.515%(P=0.014).[Conclusion]From 2010 to 2020,the ASRIC of pancreatic cancer in Gansu Province showed no significant change,while the ASMRC showed a significantly in-creasing trend.The incidence and mortality rates were higher in men than those in women and higher in rural areas than those in urban areas.Middle-aged and elderly men in rural areas are the key groups of prevention and treatment of pancreatic cancer,so targeted prevention and control measures should be carried out.
3.Hypobaric hypoxia promotes macrophage necroptosis and atherosclerotic plaque in-stability in mice
Tao HU ; Yingrong HE ; Wushuai WANG ; Xi YANG ; Qinghua DUAN ; Xuan DU ; Qiang WANG
Chinese Journal of Arteriosclerosis 2025;33(3):219-226
Aim To investigate the effect of hypobaric hypoxia on macrophage necroptosis and atherosclerotic plaque instability and explore the underlying mechanisms.Methods Mouse bone marrow-derived macrophages were i-solated and cultured,and divided into control group(21%oxygen concentration)and hypoxia group(3%oxygen concen-tration).After 48 hours,cell necroptosis was detected,and the expression of cell necroptosis related proteins was deter-mined by Western blot.Healthy male ApoE-/-mice were randomly divided into control group and hypobaric hypoxia group.After the intervention for 16 weeks,the plasma lipids and inflammatory cytokines were measured,the areas of ath-erosclerotic plaque and necrotic core were evaluated by HE staining.The content of plaque collagen was detected by Mas-son staining.The number of macrophages in the plaque and the expression of necrotic apoptosis related proteins were de-tected by immunohistochemical staining and Western blot.Results Hypoxia induced increased necrotic apoptosis of macrophages(P<0.01),while necroptotic inhibitor necrostatin-1(Nec-1)reduced hypoxia induced cell death(P<0.05);hypoxia leads to a decrease in the expression of adenosine deaminase acting on RNA 1(ADAR1)in macrophages(P<0.01),and an increase in the expression of Z-DNA binding protein 1(ZBP1),phosphorylated receptor-interacting serine/threonine-protein kinase(p-RIPK3),and phosphorylated mixed lineage kinase domain-like protein(p-MLKL)(all P<0.01).Compared with the control group,the plasma lipid levels of ApoE-/-mice in the hypobaric hypoxia group did not change significantly(P>0.05),the plasma inflammatory cytokines(TNF-α,IL-1β,IL-6 and MCP-1)increased(all P<0.05),the area of atherosclerotic plaque increased(P<0.05),the area of plaque necrotic core increased,the content of plaque collagen decreased,the number of macrophages increased,the expression of ADAR1 decreased,and the expres-sion of ZBP1 and p-MLKL increased(all P<0.01).Conclusion Hypobaric hypoxia causes the imbalance of A-DAR1/ZBP1 expression in macrophages,activates RIPK3/MLKL signaling pathway,promotes macrophage necroptosis,in-creases the area of plaque necrosis core,and leads to increase instability of atherosclerotic plaque.
4.Impact of real-time computer endoscopy-assisted system on the detection rate of colorectal lesions
Peici YAN ; Yingxue YANG ; Yongwei HU ; Wei HAN ; Bo SHEN ; Na DAI ; Jiayi SHI ; Qinghua WANG
China Journal of Endoscopy 2025;31(4):32-38
Objective To evaluate the advantages of a real-time computer endoscopy-assisted system(EndoAngel)for colorectal lesions detection in colonoscopy.Methods 2 000 patients who underwent EndoAngel assisted colonoscopy and conventional colonoscopy were selected for the study in a single-center,self-controlled study.According to different examination methods,the patients were divided into artificial intelligence(AI)group and traditional colonoscopy group,each with 1 000 cases.The results were statistically analyzed and compared with the polyp detection rate and adenoma detection rate of the two groups using pathological diagnosis as the gold standard.Further subgroup analysis will be conducted based on the seniority of the operating physicians.Results AI group's polyp detection rate was higher(39.3%)than conventional colonoscopy group polyp detection rate(29.0%),with statistically significant difference(x2=23.59,P=0.000).Of these,the detection rates of hyperplastic polyps and adenomatous polyps were 19.1%and 25.2%,which were significantly higher than those of 12.4%and 20.8%in the conventional colonoscopy group,and the differences were statistically significant(x2=16.92,P=0.000;x2=5.46,P=0.019).Further subgroup analysis of the two groups by physician seniority,the polyp detection rate of AI low seniority group(36.6%)was higher than that of conventional colonoscopy low seniority group(20.40%),with a statistically significant difference(x2=32.20,P=0.000).Among them,the detection rates of hyperplastic polyp(17.8%)and adenomatous polyp(23.6%)in AI low seniority group were higher than those in the conventional colonoscopy low seniority group(12.8%vs 13.6%),and the differences were significant(x2=4.82,P=0.028;x2=16.51,P=0.000).There were no significant differences in adenomatous polyp detection rates between the two groups of senior physicians.Conclusion EndoAngel assisted system can improve the polyp detection rate of colonoscopy,especially for the effect of low seniority physicians is more significant.
5.Establishment and evaluation of a rat model of perimenopausal dry eye with liver-kidney yin deficiency evidence
Sainan TIAN ; Guicheng LIU ; Yao CHEN ; Pei LIU ; Jun PENG ; Qinghua PENG ; Shujuan HU
Acta Laboratorium Animalis Scientia Sinica 2025;33(9):1270-1279
Objective To establish a rat model of perimenopausal dry eye with liver and kidney yin deficiency from the perspective of"measuring evidence by prescription"in Chinese medicine.Methods Thirty SPF-grade female SD rats were divided randomly into sham-operated,model,and Qiju Dihuang soup groups(n=10).Rats in the latter two groups underwent bilateral ovariectomy and were given 0.1%benzalkonium chloride eye drops combined with provocation for 10 weeks to establish a model of perimenopausal dry eye with liver and kidney yin deficiency.After modeling,rats in the Qiju Dihuang soup group were gavaged with Qiju Dihuang soup at a dose of 8.37 g/(kg·d),rats in the sham-operated and model groups were gavaged with saline at a rate of 1 mL/100(g·d)for 21 d.The general condition,retinal screen test scores,tear secretion,time of tear film rupture,and corneal fluorescein staining were observed and recorded in each group.Serum levels of follicle-stimulating hormone(FSH),estradiol(E2),and progesterone(PROG)were measured by enzyme-linked immunosorbent assay.Pathological damage to the cornea and lacrimal glands were detected by hematoxylin/eosin staining.Expression levels of the inflammatory factors interleukin(IL)-1β and tumor necrosis factor(TNF)-a in the cornea were detected by immunohistochemistry.Results Compared with the sham-operated group,rats in the model group showed behavioral signs of slow action and reaction,irritability,body mass loss,and increased anal temperature(P<0.05),decreased retinal screen test scores(P<0.05),tear secretion(P<0.05),and time of tear film rupture(P<0.05),and pathological damage to the cornea and lacrimal glands.FSH levels increased and E2 and PROG levels decreased(P<0.05)and expression levels of IL-1 and TNF-α increased in the model group compared with the sham group.All the above indexes were significantly improved in the Qiju Dihuang soup group compared with the model group.Conclusions From the perspective of"measuring evidence by formula"in Chinese medicine,we successfully established a rat model of perimenopausal dry eye with liver-kidney yin deficiency syndrome,which provides a theoretical and experimental basis for future systematic and in-depth research on the mechanism of perimenopausal dry eye with formula and evidence.
6.Pathogen genome databases development and application in public health
Ziquan LYU ; Yanbo YANG ; Yu ZHANG ; Xiangjie YAO ; Xuemei LU ; Yulin FU ; Xiran WANG ; Qinghua HU ; Xuan ZOU
Chinese Journal of Epidemiology 2025;46(9):1697-1703
Infectious diseases continue to pose a threat to global public health. Successive global shocks caused by emerging and re-emerging pathogens have continuously challenged existing surveillance systems, highlighting the urgent need to build efficient and precise pathogen surveillance networks. Pathogen genomic databases have been developed rapidly in recent two decades, significantly improving the molecular identification, evolutionary analysis, and transmission tracking of pathogens, and changing disease surveillance strategies and patterns. This paper summarizes the developmental history and current state of pathogen genomic databases, and discusses their applications in public health, including pathogen variation surveillance, emerging or suspected pathogen identification, and epidemiological tracing. Furthermore, this paper systematically analyzes the limitations and key challenges faced by current global health prevention and control system, and suggests the focus of the development of online pathogen databases to address existing shortcomings, ultimately improve global infectious disease surveillance and early warning
7.Establishment and evaluation of a rat model of perimenopausal dry eye with liver-kidney yin deficiency evidence
Sainan TIAN ; Guicheng LIU ; Yao CHEN ; Pei LIU ; Jun PENG ; Qinghua PENG ; Shujuan HU
Acta Laboratorium Animalis Scientia Sinica 2025;33(9):1270-1279
Objective To establish a rat model of perimenopausal dry eye with liver and kidney yin deficiency from the perspective of"measuring evidence by prescription"in Chinese medicine.Methods Thirty SPF-grade female SD rats were divided randomly into sham-operated,model,and Qiju Dihuang soup groups(n=10).Rats in the latter two groups underwent bilateral ovariectomy and were given 0.1%benzalkonium chloride eye drops combined with provocation for 10 weeks to establish a model of perimenopausal dry eye with liver and kidney yin deficiency.After modeling,rats in the Qiju Dihuang soup group were gavaged with Qiju Dihuang soup at a dose of 8.37 g/(kg·d),rats in the sham-operated and model groups were gavaged with saline at a rate of 1 mL/100(g·d)for 21 d.The general condition,retinal screen test scores,tear secretion,time of tear film rupture,and corneal fluorescein staining were observed and recorded in each group.Serum levels of follicle-stimulating hormone(FSH),estradiol(E2),and progesterone(PROG)were measured by enzyme-linked immunosorbent assay.Pathological damage to the cornea and lacrimal glands were detected by hematoxylin/eosin staining.Expression levels of the inflammatory factors interleukin(IL)-1β and tumor necrosis factor(TNF)-a in the cornea were detected by immunohistochemistry.Results Compared with the sham-operated group,rats in the model group showed behavioral signs of slow action and reaction,irritability,body mass loss,and increased anal temperature(P<0.05),decreased retinal screen test scores(P<0.05),tear secretion(P<0.05),and time of tear film rupture(P<0.05),and pathological damage to the cornea and lacrimal glands.FSH levels increased and E2 and PROG levels decreased(P<0.05)and expression levels of IL-1 and TNF-α increased in the model group compared with the sham group.All the above indexes were significantly improved in the Qiju Dihuang soup group compared with the model group.Conclusions From the perspective of"measuring evidence by formula"in Chinese medicine,we successfully established a rat model of perimenopausal dry eye with liver-kidney yin deficiency syndrome,which provides a theoretical and experimental basis for future systematic and in-depth research on the mechanism of perimenopausal dry eye with formula and evidence.
8.Progress in experimental research on the mechanism of action of cinnamon in central nervous system diseases
Qinghua FAN ; Keqing ZHOU ; Xiaoyan WU ; Xuzhou WU ; Yueqiang HU
Chinese Journal of Comparative Medicine 2025;35(5):102-113
Cinnamomum cassia Presl belongs to the camphor family of evergreen trees,and its bark is used as a medicine.It contains volatile oils,polyphenols,polysaccharides,flavonoids,flavanols,and other chemical constituents that can inhibit the neuroinflammatory response,oxidative stress,and neuronal apoptosis,and provide neuroprotection,as well as improving cerebral ischemia-reperfusion.Progress in modern medicine has demonstrated that cinnamon has unique advantages in terms of the prevention and treatment of central nervous system diseases(CNSD),and cinnamon and its preparations have been widely used to treat neurodegenerative diseases such as Alzheimer's disease and Parkinson's disease.The role of cinnamon for the treatment of CNSD has thus become a hot research topic;however,its mechanism of action in the nervous system has not been comprehensively outlined and summarized.This review therefore summarizes the progress in experimental research worldwide,regarding the use of cinnamon to treat CNSD,to provide an evidence base for clinical research and to develop the use of cinnamon.
9.P2Y14R activation facilitates liver regeneration via CREB/DNMT3b/Dact-2/β-Catenin signals in acute liver failure.
Mengze ZHOU ; Yehong LI ; Jialong QIAN ; Xinli DONG ; Yanshuo GUO ; Li YIN ; Chunxiao LIU ; Kun HAO ; Qinghua HU
Acta Pharmaceutica Sinica B 2025;15(2):919-933
Acute liver failure (ALF) is lack of broadly approved therapeutic strategy except liver transplantation. As a glycogen metabolic intermediate, UDP-glucose (UDP-G) has been considered to accelerate liver repairment. Nevertheless, the role of UDP-G and its receptor P2Y purinoceptor 14 (P2Y14R) in ALF remains unknown. The present study aims to investigate the role and underlying mechanisms of UDP-G/P2Y14R axis in ALF. In this study, hepatic P2Y14R is significantly increased in TAA-induced and partial hepatectomy-induced ALF, while knockout of whole-body P2Y14R aggravates liver failure, manifested by inhibiting β-Catenin-mediated liver regeneration. Consistently, P2Y14R deficiency exhibits impaired liver regeneration in mice suffer partial hepatectomy. Importantly, only hepatocellular specific deletion of P2Y14R (P2Y14R flox/flox Alb cre/+ ) mice shows a similar phenomenon, rather than stellate cell specific deletion of P2Y14R (P2Y14R flox/flox Lrat cre/+ ) mice. Mechanistically, P2Y14R induction regulates methylation of Dact-2 through CREB/DNMT3b signals in hepatocytes, subsequently inhibiting the expression of Dact-2 which is a stabilizer of β-Catenin degradation complex, leading to the activation of β-Catenin -mediated liver regeneration. Interestingly, the administration of exogenous UDP-G can accelerate liver regeneration and liver function recovery after partial hepatectomy in hepatocellular carcinoma mice. Together, the findings propose an unrecognized role of P2Y14R in ALF and provide an effective adjuvant strategy for treatment of ALF.
10.Advances and prospects of the integration of multi-omics and artificial intelligence in traditional Chinese medicine research
Guicheng Liu ; Xi Long ; Qinghua PENG ; Sainan Tian ; Shujuan Hu
Digital Chinese Medicine 2025;8(3):300-312
Objective:
To map the research hotspots, developmental trends, and existing challenges in the integration of artificial intelligence (AI) with multi-omics in traditional Chinese medicine (TCM) through comprehensive bibliometric analysis.
Methods:
China National Knowledge Infrastructure (CNKI), Wanfang Data, China Science and Technology Journal Database (VIP), Chaoxing Journal Database, PubMed, and Web of Science were searched to collect literature on the theme of AI in TCM multi-omics research from the inception of each database to December 31, 2024. Eligible records were required to simultaneously address AI, TCM, and multi-omics. Quantitative and visual analyses of publication growth, core authorship networks, institutional collaboration patterns, and keyword co-occurrence were performed using Microsoft Excel 2021, NoteExpress v4.0.0, and Cite Space 6.3.R1. AI application modes in TCM multi-omics research were also categorized and summarized.
Results:
A total of 1 106 articles were enrolled (932 Chinese and 174 English). Publication output has increased continuously since 2010 and accelerated after 2016. Region-specific collaboration clusters were identified, dominated by Beijing University of Chinese Medicine, China Academy of Chinese Medical Sciences, Shanghai University of Traditional Chinese Medicine, and Nanjing University of Chinese Medicine. Keyword co-occurrence analysis revealed that current AI applications predominantly centered on metabolomics and algorithms such as cluster analysis and data mining. Research foci mainly ranked as follows: single herbs, herbal formulae, and disease-syndrome differentiation.
Conclusion
Machine learning methods are the predominant integrative modality of AI in the realm of TCM multi-omics research at present, utilized for processing omics data and uncovering latent patterns therein. The domain of TCM, in addition to investigating omics information procured through high-throughput technologies, also integrates data on traditional Chinese medicinal substances and clinical phenotypes, progressing towards joint analysis of multi-omics, high-dimensionality of data, and multi-modality of information. Deep learning approaches represent an emerging trend in the field.

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