1.Artificial intelligence in traditional Chinese medicine: from systems biological mechanism discovery, real-world clinical evidence inference to personalized clinical decision support.
Dengying YAN ; Qiguang ZHENG ; Kai CHANG ; Rui HUA ; Yiming LIU ; Jingyan XUE ; Zixin SHU ; Yunhui HU ; Pengcheng YANG ; Yu WEI ; Jidong LANG ; Haibin YU ; Xiaodong LI ; Runshun ZHANG ; Wenjia WANG ; Baoyan LIU ; Xuezhong ZHOU
Chinese Journal of Natural Medicines (English Ed.) 2025;23(11):1310-1328
Traditional Chinese medicine (TCM) represents a paradigmatic approach to personalized medicine, developed through the systematic accumulation and refinement of clinical empirical data over more than 2000 years, and now encompasses large-scale electronic medical records (EMR) and experimental molecular data. Artificial intelligence (AI) has demonstrated its utility in medicine through the development of various expert systems (e.g., MYCIN) since the 1970s. With the emergence of deep learning and large language models (LLMs), AI's potential in medicine shows considerable promise. Consequently, the integration of AI and TCM from both clinical and scientific perspectives presents a fundamental and promising research direction. This survey provides an insightful overview of TCM AI research, summarizing related research tasks from three perspectives: systems-level biological mechanism elucidation, real-world clinical evidence inference, and personalized clinical decision support. The review highlights representative AI methodologies alongside their applications in both TCM scientific inquiry and clinical practice. To critically assess the current state of the field, this work identifies major challenges and opportunities that constrain the development of robust research capabilities-particularly in the mechanistic understanding of TCM syndromes and herbal formulations, novel drug discovery, and the delivery of high-quality, patient-centered clinical care. The findings underscore that future advancements in AI-driven TCM research will rely on the development of high-quality, large-scale data repositories; the construction of comprehensive and domain-specific knowledge graphs (KGs); deeper insights into the biological mechanisms underpinning clinical efficacy; rigorous causal inference frameworks; and intelligent, personalized decision support systems.
Medicine, Chinese Traditional/methods*
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Artificial Intelligence
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Humans
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Precision Medicine
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Decision Support Systems, Clinical
2.Population genetic structure of sandflies in China based on mitochondrial DNA
Zhongqiu LI ; Zixin WEI ; Zhengbin ZHOU ; Yi ZHANG
Chinese Journal of Schistosomiasis Control 2025;37(2):144-151
Objective To investigate the genetic diversity of sandfly populations in endemic areas of visceral leishmaniasis in China, so as to provide references insights into management of visceral leishmaniasis and the vector sandflies. MethodsSixteen sampling sites were selected from main endemic foci of visceral leishmaniasis in China from June to September 2024, including Shanxi Province, Shaanxi Province, Henan Province, Gansu Province, Sichuan Province, and Xinjiang Uygur Autonomous Region. Sandflies were captured using light traps and manual aspirators from sheep pens, chicken coops, cave dwellings, bovinesheds, and pig pens at each sampling site. A single sandfly sample was washed in phosphate-buffered saline (PBS), and genomic DNA was extracted from sandfly samples. Cytochrome oxidase subunit 1 (COI) gene was amplified using PCR assay with universal primers, and analyzed and retrieved with the nucleotide sequence analysis tool (BLAST) software, and the sequence of COI gene was aligned with the ClustalX 1.83 and MEGA 7.0 software. The base composition and variation site of the COI gene sequence were analyzed using the software MEGA 7.0, and the number of haplotypes, total number of segregating sites, haplotype diversity, nucleotide diversity, and average nucleotide differences were calculated in the COI gene sequence using the software DnaSP 5.10, followed by Tajima’s D test for neutrality. Haplotypes were screened using the software DnaSP 5.10, and the haplotype network map of sandfly samples was plotted using the software Network 5.0. MEGA 7.0 software was employed for gene sequence editing and alignment, and calculation of genetic distances among sandfly species sampled from different regions, and a phylogenetic tree was built with a neighbor-joining method. Results A total of 466 sandflies were captured from 16 sampling sites in China from June to September 2024, and 430 gene sequences were yielded following PCR amplification and sequencing of the COI gene, with 652 to 688 bp in the length of amplification fragments. The captured sandfly samples were characterized as Phlebotomus chinensis, Sergentomyia squamirostris, Se. koloshanensis, Ph. sichuanensis, and Ph. longiductus following the COI gene sequence alignment in BLAST. A total of 251 haplotypes were identified in the 430 gene sequences from sandfly samples (50.5%), and the average haplotype diversity, nucleotide diversity and average number of nucleotide difference were 0.885, 0.257 and 160.761, respectively. The Tajima’s D values were -0.92 for sandfly populations from Yangquan City, Shanxi Province and -1.73 for sandfly populations from Sanmenxia City, Henan Province, and were all more than 0 for sandfly populations from other sampling sites. Haplotype analysis identified 50 haplotypes, which were classified into two haplogroups. Heplogroup 1 included 29 haplotypes, which had a high homology, and heplogroup 2 included 21 haplotypes. The average genetic distance was 0.000 to 0.604 among sandfly samples from different sampling sites, and phylogenetic analysis revealed that the five sandfly species were clustered into distinct clades, all with 100% clade confidence. Conclusions There is a high genetic polymorphism in the COI gene from five sandfly populations in main endemic foci of visceral leishmaniasis in China, and COI gene may serve as a marker gene for analysis of the genetic structure of sandfly populations.
3.Urban-rural disparities in mortality due to stroke subtypes in China and its provinces, 2015-2020.
Yi REN ; Jia YANG ; Peng YIN ; Wei LIU ; Zheng LONG ; Chen ZHANG ; Zixin WANG ; Haijie LIU ; Maigeng ZHOU ; Qingfeng MA ; Junwei HAO
Chinese Medical Journal 2025;138(11):1345-1354
BACKGROUND:
Death burden of stroke is severe with over one-third rural residents in China, but there is still a lack of specific national and high-quality reports on the urban-rural differences in stroke burden, especially for subtypes. We aimed to update the understanding of urban-rural differences in stroke deaths.
METHODS:
This is a descriptive observational study. Data from the national mortality surveillance system, which covers 323.8 million with 605 disease surveillance points (DSPs) across all 31 provinces, municipalities, and autonomous regions in China. All deaths from stroke as the underlying cause from 2015 to 2020 according to DSPs. Crude mortality rate and age-standardized mortality rate (ASMR) were estimated through DSPs. Average annual percentage change was used to explain the change in mortality rate.
RESULTS:
From 2015 to 2020, the majority of deaths from all stroke subtypes occurred in rural areas. There were significant differences between the changes of urban and rural ASMRs. On the whole, the changes in urban areas were evidently better, and the ASMR differences were basically expanding. Stroke ASMR in urban China decreased by 15.5%. The rural ASMR of ischemic stroke increased by 12.9%. The rural and urban ASMRs of intracerebral hemorrhage decreased by 24.9% and 27.4%, and those of subarachnoid hemorrhage decreased by 29.5% and 40.4%, respectively. The highest ASMRs of all stroke subtypes and the increasing trend of ischemic stroke ASMR make rural males the focus of stroke management.
CONCLUSIONS
The death burden of stroke varies greatly between urban and rural China. Rural residents face unique challenges.
Humans
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China/epidemiology*
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Stroke/mortality*
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Rural Population/statistics & numerical data*
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Male
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Female
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Urban Population/statistics & numerical data*
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Middle Aged
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Aged
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Aged, 80 and over
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Adult
4.New progress in laboratory testing of heparin-induced thrombocytopenia
Zixin CHEN ; Zhou ZHOU ; Yang ZHANG
Chinese Journal of Laboratory Medicine 2025;48(8):1095-1100
Heparin-induced thrombocytopenia (HIT) is a prothrombotic disorder mediated by anti-PF4-heparin complex antibodies, leading to life-threatening thrombosis in severe cases. Currently, HIT diagnosis primarily relies on clinical presentation and laboratory testing, and the latter plays a crucial role. However, in China, HIT related lab tests mainly involve immunological screening, yet IgG-specific kits are lacking. Functional assays are difficult to implement in most clinical laboratories due to high technical and equipment requirements, as well as the radioactivity in some methods. In recent years, with the advancement of new technologies, methods such as flow cytometry and liquid chromatography-mass spectrometry have been increasingly applied in HIT diagnosis, showing potentials for improving diagnostic specificity and clinical feasibility.
5.Isolation, purification, identification, culture, and phenotypic analysis of endothelial cells derived from Kaposiform hemangioendothelioma
Yuru LAN ; Jiangyuan ZHOU ; Tong QIU ; Xue GONG ; Kaiying YANG ; Zixin ZHANG ; Xuepeng ZHANG ; Yi JI
Chinese Journal of Dermatology 2025;58(5):453-459
Objective:To establish a complete system for the isolation, purification, identification, and culture of Kaposiform hemangioendothelioma-derived endothelial cells (KHE-ECs), to analyze the phenotype of KHE-ECs, and to explore the possibility of establishing a KHE-EC bank.Methods:A novel digestion solution for KHE tumors (patent number: CN202410500224.2) was formulated using collection fluid, Liberase TM and dispase stock solutions, and was used to process tumor tissues to obtain cells. High-purity KHE-ECs were purified using CD31 + immunomagnetic beads. The EGM-2 complete medium containing 10% fetal bovine serum and 2% penicillin-streptomycin solution was employed for cell culture. To verify the characteristics of KHE-ECs, immunofluorescence assay was conducted to determine the expression of endothelial cell-specific markers CD31 and CD34, KHE disease markers podoplanin (D2-40), prospero-related homeobox 1 (Prox-1), and lymphatic vessel endothelial hyaluronan receptor 1 (LYVE1), as well as an infantile hemangioma-specific diagnostic marker glucose transporter 1 (GLUT-1). Human umbilical vein endothelial cells (HUVECs) served as controls for the phenotype analysis of KHE-ECs, including cell viability, cytoskeleton, proliferation, migration, invasion, tube formation, and sprouting ability. Results:Primary cells were successfully isolated from KHE tumor tissues, and high-purity KHE-ECs were obtained by using CD31 + immunomagnetic beads. The cells exhibited typical spindle-shaped morphology and an adherent growth pattern. Immunofluorescence assay showed that KHE-ECs expressed CD31, CD34, D2-40, Prox-1, and LYVE1, but did not express GLUT-1. There were significant differences in cell morphology, cell viability, and cytoskeletal structures between KHE-ECs and HUVECs. Additionally, the KHE-EC group showed significantly increased percentages of proliferative cells (29.1% ± 2.5%), numbers of migratory cells (114.3 ± 9.4) and invasive cells (110.0 ± 6.1), tube length (32 121.0 ± 892.0 μm), and number of sprouting cells (25.0 ± 3.6) compared with the HUVEC group (13.0% ± 2.2%, 38.0 ± 3.6, 35.3 ± 2.3, 25 345.0 ± 448.1 μm, 5.0 ± 1.0, respectively, all P ≤ 0.001) . Conclusion:An innovative digestion solution specifically for KHE tumors was formulated for the first time, and high-purity and well-growing KHE-EC strains were successfully isolated and purified by using the novel digestion solution in combination with CD31 + immunomagnetic beads, providing a stable and reliable cell source for subsequent experimental studies on KHE and laying the foundation for establishing a KHE-EC bank.
6.Investigation of the timing of oral propranolol treatment for proliferative infantile hemangioma
Kaizhi ZHANG ; Tong QIU ; Jiangyuan ZHOU ; Xue GONG ; Zixin ZHANG ; Yuru LAN ; Yi JI
Chinese Journal of Dermatology 2025;58(10):952-956
Objective:To investigate the optimal timing of oral propranolol treatment for proliferative infantile hemangiomas (IH) .Methods:A bidirectional cohort study was conducted. Infants with proliferative IH receiving oral propranolol treatment were collected from the Department of Pediatric Surgery, West China Hospital, Sichuan University between June 2015 and May 2019, and their general information and IH-related clinical data were analyzed. The primary outcome was the satisfactory regression rate of IH during 6-12 months of continuous oral propranolol treatment; secondary outcomes included the time to achieve satisfactory regression, incidence of adverse reactions, incidence of IH ulceration, and IH recurrence rate. Multivariate logistic regression was performed to identify factors influencing the satisfactory regression of IH after propranolol treatment, and a receiver operating characteristic (ROC) curve was employed to determine the optimal age for initiating propranolol therapy.Results:A total of 122 IH infants were enrolled in the study, including 32 males (26.2%) and 90 females (73.8%), with ages ( M[ Q1, Q3]) of 8.6 [6.3, 12.3] weeks. IH was located on the head and face in 56 cases (45.9%). There were 57 cases (46.7%) of localized IH, 53 (43.4%) of segmental IH, and 86 (70.5%) of mixed-type IH. Ulceration occurred in 17 cases (13.9%). After 6 months of propranolol treatment, 8 patients (6.6%) experienced treatment failure, and 12 (9.8%) experienced relapse within 6 months after discontinuation of propranolol. During 6 months of oral propranolol treatment, 56 infants (45.9%) experienced mild to moderate adverse reactions, with no drug-related deaths observed. Multivariate logistic regression analysis revealed that the age at initiation of propranolol treatment was an independent factor influencing satisfactory regression of IH ( OR = 0.879, 95% CI: 0.808 - 0.957). ROC curve analysis revealed that the optimal age for starting propranolol therapy was 9.9 weeks, with a sensitivity of 75.7% and a specificity of 61.5%. Infants aged ≤ 9.9 weeks (73 cases) had a significantly higher satisfactory regression rate (72.6% [53/73]) compared with those aged > 9.9 weeks (49 cases, 34.7% [17/49]; χ2 = 17.23, P < 0.001) ; the time to achieve satisfactory regression of IH was significantly shorter in the infants aged ≤ 9.9 weeks ( M[ Q1, Q3]: 46.0 [38.5, 48.0] weeks) than in those aged > 9.9 weeks (57.0 [40.0, 73.5] weeks; Z = -2.01, P = 0.045) . Conclusion:For IH infants requiring systemic therapy, initiation of oral propranolol before the age of 10 weeks appeared to improve the satisfactory regression rate of IH.
7.Effect of stretch on taurine upregulated gene 1-mediated miR-545-3p/cannbinoida receptor 2 pathway regulating distraction osteogenesis in rats.
Mengzhu ZHANG ; Bin WANG ; Zixin WANG ; Yalong WU ; Yongxin ZHENG
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(5):598-604
OBJECTIVE:
To investigate the effect of stretch on long non-coding RNA taurine upregulated gene 1 (TUG1)-mediated miR-545-3p/cannbinoida receptor 2 (CNR2) pathway regulating bone regeneration in the distraction area of rats during distraction osteogenesis.
METHODS:
Thirty-six 10-week-old male Sprague Dawley rats were randomly divided into 3 groups ( n=12 in each group): group A (femoral fracture+injection of interfering RNA), group B (distraction osteogenesis+injection of interfering RNA), and group C (distraction osteogenesis+injection of TUG1). Groups A and B were injected with 60 μg of interfering RNA at the beginning of incubation period (immediate after operation), the beginning of distraction phase (7 days after operation), and the end of distraction phase (21 days after operation), and group C was injected with 60 μg of synthetic TUG1 in vivo interfering sequence at the same time. The general situation of rats in each group was observed during the experiment. The mineralization of fracture space or distraction area was observed by X-ray films at 21, 35, and 49 days after operation. At 49 days after operation, the samples of the distraction area were taken for HE staining to observe the mineralization, and real-time fluorescence quantitative PCR (qRT-PCR) was used to detect the expressions of osteoblast-related genes such as TUG1, miR-545-3p, CNR2, alkaline phosphatase (ALP), osteocalcin (OCN), and osteopontin (OPN). Blood samples were collected from the abdominal aorta of the rats, and the expressions of ALP and C terminal telopeptide of type Ⅰ (CTX-Ⅰ) protein were detected by ELISA assay.
RESULTS:
The results of X-ray film and HE staining observations showed that osteogenesis in group C was superior to groups A and B at the same time point. The results of qRT-PCR showed that the relative mRNA expressions of TUG1, CNR2, ALP, OCN, and OPN in group C were significantly higher than those in group A and group B, and the relative mRNA expression of miR-545-3p in group C was significantly lower than that in group A and group B ( P<0.05). The relative mRNA expressions of TUG1 and ALP in group B were significantly higher than those in group A, and the relative mRNA expression of miR-545-3p in group B was significantly lower than that in group A ( P<0.05). There was no significant difference in the relative mRNA expressions of CNR2, OCN, and OPN between group A and group B ( P>0.05). The results of ELISA showed that the expressions of ALP and CTX-Ⅰ protein were significantly higher in group C than in group A and group B, and in group B than in group A ( P<0.05).
CONCLUSION
Under the action of stretch, the expression of TUG1 in the femoral distraction area of rats increases, which promotes the expression of CNR2 by inhibiting the expression of miR-545-3P, which is helpful to the mineralization of the extension area and osteogenesis.
Animals
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MicroRNAs/genetics*
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Rats, Sprague-Dawley
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Male
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Osteogenesis, Distraction/methods*
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Rats
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RNA, Long Noncoding/metabolism*
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Osteopontin/genetics*
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Osteogenesis
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Bone Regeneration
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RNA, Small Interfering/genetics*
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Osteocalcin/genetics*
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Alkaline Phosphatase/metabolism*
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Osteoblasts/cytology*
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Signal Transduction
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Femoral Fractures/surgery*
8.Cross-lagged panel analysis of resilience, social support and negative emotions in college students
Yuqi ZHANG ; Mengming LOU ; Zixin YANG ; Alyas ZAIN ; Yulian TU ; Hongxia MA
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(7):633-638
Objective:To investigate the longitudinal relationships among resilience, social support, and negative emotions in college students.Methods:Questionnaire surveys were administered to 1 739 college students from a university in Hebei Province born in the same year in November 2020 and November 2021 respectively, and 1 183 valid responses were finally obtained. The survey battery comprised the 11-item resilience scale, the social support questionnaire, and the 21-item depression anxiety stress scales. Cross-lagged panel analysis was conducted using Mplus 8.3 software. Mediating effects were tested via the Bootstrap method.Results:The scores of resilience, social support and negative emotion at T1 were 58 (51, 65), 57 (51, 66), and 3 (0, 10), respectively. The scores of resilience, social support and negative emotion at T2 were 59 (48, 66), 56 (44, 65), and 11 (1, 24), respectively. Resilience at T1 and T2 were significantly and positively correlated with social support at T1 and T2 ( r=0.66, 0.75, 0.40, 0.33, all P<0.01), while negatively correlated with negative emotion at T1 and T2( r=-0.45, -0.23, -0.26, -0.24, all P<0.01). Social support at T1 and T2 were negatively correlated with negative emotion at T1 and T2( r=-0.44, -0.28, -0.28, -0.28, all P<0.01). T1 resilience significantly and positively predicted T2 resilience ( β=0.35) and T2 social support ( β=0.15). T1 social support significantly and positively predicted T2 resilience ( β=0.07) and T2 social support ( β=0.35), while negatively predicted T2 negative emotion ( β=-0.15). T1 negative emotion significantly and negatively predicted T2 resilience ( β=-0.06) and T2 social support ( β=-0.07). The total effect of T1 resilience on T2 negative emotion was -0.35, and the mediating effect of T2 social support was -0.09, accounting for 25.71% of the total effect. Conclusion:T2 social support partially mediates the relationship between T1 resilience and T2 negative emotions.
9.Research status of radiotherapy guided by body surface monitoring technology
Jiahao YANG ; Zixin LI ; Sai ZHANG ; Xinye NI
Chinese Journal of Medical Physics 2025;42(3):288-294
The radiation-free and unmarked body surface monitoring technology is developed for reducing the additional radiation dose generated by positioning error verification during radiotherapy positioning,and further reducing the positioning error and monitoring the displacement deviation of patients during radiotherapy in real time.At present,the widely used optical surface guided radiotherapy technology is also a type of radiotherapy guided by body surface monitoring.The system mainly uses optical imaging equipment as a tool to complete body surface scanning,three-dimensional reconstruction,real-time monitoring,etc.,thereby assisting doctors to carry out radiotherapy more accurately.Herein the study elaborates on the methods,technologies and research results of guided radiotherapy from the aspects of body surface markers,three-dimensional surface imaging systems and mobile devices,and provides prospects for future researches.
10.Epidermal growth factor receptor inhibitor-related paronychia
Zixin HU ; Kexin TAN ; Huijing DONG ; Xu ZHANG ; Yixuan YU ; Xingyu LU ; Jia LI ; Huijuan CUI
Chinese Journal of Dermatology 2025;58(3):276-281
Epidermal growth factor receptor inhibitor (EGFRI) -related paronychia is a condition clearly related to EGFRI therapy, characterized by periungual erythema, edema, purulent exudates, periungual or subungual granulomatous lesions, and sometimes accompanied by thinning, fragility or even splitting and seperation of nail plates. Inhibition of epidermal function, inflammation and secondary infections, as well as angiogenesis are the core processes in the occurrence and development of EGFRI-related paronychia. This review summarizes epidemiology, pathogenesis, clinical manifestations, prevention and treatment of EGFRI-related paronychia.

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