1.Construction of Mouse Models of Psoriasis-like Lesions Induced by Cold Exposure Combined with Imiquimod and Evaluation of Therapeutic Efficacy of Kaixuan Jiedu Core Prescription
Meiqi SUN ; Xue XIAO ; Jiarong WU ; Jiaqi LI ; Ningxin ZHANG ; Mengyao JIANG ; Huan LIU ; Bin YANG ; Ping SONG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(19):69-78
ObjectiveTo establish the mouse models of psoriasis-like lesions induced by continuous cold exposure or intermittent cold exposure combined with imiquimod (IMQ), and to evaluate the interventional effects of Kaixuan Jiedu core prescription (KXJD) on the two models. MethodsMale C57BL/6J mice were selected and classified into two experimental batches. The first batch of 36 mice was randomized into a room temperature group, a continuous cold exposure (10 ℃/24 h) group, and an intermittent cold exposure (10 ℃/6 h) group. Each group was further divided into a normal subgroup and a model subgroup (topical application of IMQ to induce skin lesions), with 6 mice in each subgroup, for modeling and evaluation. The second batch of 54 mice, with 6 in each group, were subjected to the same temperature grouping with an additional KXJD (30.42 g·kg-1, continuous gavage for 5 days) group. Comprehensive evaluation of model characteristics and KXJD efficacy was conducted through Psoriasis Area and Severity Index (PASI) scoring, skin temperature measurement by infrared thermography, histopathological observation by hematoxylin-eosin (HE) staining, detection of vascular endothelial growth factor (VEGF) and platelet endothelial cell adhesion molecule 1 (CD31) by immunohistochemistry, detection of Claudin-1 and Occludin by immunofluorescence assay, determination of serum levels of tumor necrosis factor-α (TNF-α) and interleukin (IL)-10 by enzyme-linked immunosorbent assay (ELISA), and quantification of mRNA levels of IL-17A, IL-23, IL-6, and chemokine ligand 20 (CCL20) in skin lesions by quantitative Real-time polymerase chain reaction (Real-time PCR). ResultsModel mice in all temperature groups exhibited typical psoriasis-like skin lesions. Compared with the normal groups, the model groups showed increased PASI scores, decreased skin temperatures (P<0.05), obvious epidermal thickening, parakeratosis, and dermal inflammatory cell infiltration, as well as elevated mRNA levels of IL-17A, IL-23, IL-6, and CCL20 (P<0.05). Cold exposure further aggravated psoriasis. The total PASI score of the intermittent cold exposure model group was higher than that of the room temperature model group (P<0.05). The serum IL-10 did not show a compensatory elevation, and the blood vessels presented a characteristic of elevated CD31 expression (P<0.05) without a synchronous increase in VEGF. The continuous cold exposure model group exhibited more significant dermal capillary tortuosity and dilation, with the highest mRNA levels of IL-17A, IL-23, IL-6, and CCL20 among all groups. Compared with the respective model groups, KXJD intervention alleviated skin lesions, reduced epidermal thickness and inflammatory cell infiltration, and increased skin temperature, with the temperature increase being particularly significant in the intermittent cold exposure+KXJD group (P<0.05). Furthermore, KXJD down-regulated the expression of VEGF and CD31, restored the expression of Claudin-1 and Occludin, decreased the mRNA levels of IL-17A and IL-23 (P<0.05), and reduced the serum TNF-α level. ConclusionThis study successfully established compound psoriasis-like mouse models induced by cold exposure combined with IMQ. It confirms that cold aggravates the severity of psoriasis by exacerbating the closure of Xuanfu (sweat pores), microcirculation disorders, and immune imbalance. Moreover, different cold exposure patterns have distinct mechanism differences. Continuous cold exposure focuses on enhancing the inflammatory response via the IL-23/IL-17 axis and angiogenesis, simulating chronic aggravation under a long-term cold environment. Intermittent cold exposure tends to impair immune regulation and induce microvascular endothelial stress, corresponding to acute exacerbations caused by sudden temperature drops. KXJD can effectively alleviate psoriasis-like skin lesions under cold conditions by unblocking Xuanfu, regulating vasomotor function, and correcting abnormal immune-inflammatory responses.
2.Kaixuan Jiedu Core Prescription Alleviates Psoriatic Skin Lesions in Mice by Modulating Cold-sensitive TRPM8 Neuron-derived Signaling
Xue XIAO ; Bin YANG ; Meiqi SUN ; Haoruo YANG ; Ningxin ZHANG ; Jiaqi LI ; Huan LIU ; Mengyao JIANG ; Yuanyao SHE ; Ping SONG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(19):89-101
ObjectiveTo investigate the ameliorative effects of Kaixuan Jiedu core prescription (KXJD) on skin lesions in psoriasis-like mouse models under cold environment exposure, and to analyze its influences on transient receptor potential (TRP) channels and related neuroimmune regulatory factors. MethodsThirty-six C57BL/6J mice were randomized into 6 groups, with 6 mice in each group. Two feeding conditions were set: Normal temperature and cold [simulating a cold environment at (10±0.5) ℃, for 6 h daily]. Mice were induced to develop psoriasis-like lesions by applying imiquimod externally. The model mice were allocated into model groups and KXJD (30.42 g·kg-1, continuous gavage for 5 days) groups. Normal mice were used as the control group. Specifically, mice were allocated into normal temperature, normal temperature model, normal temperature+KXJD, cold exposure control, cold exposure model, and cold exposure+KXJD groups. The pathological changes in skin lesions were observed by hematoxylin-eosin (HE) staining. The expression of cluster of differentiation (CD) 3+ T lymphocytes, CD11c+ dendritic cells (DCs), phosphorylated extracellular signal-regulated kinase (p-ERK), and substance P (SP) were detected by immunofluorescence assay. The protein level of transient receptor potential cation channel subfamily M member 8 (TRPM8) in the skin tissue was determined by Western blot. The expression of TRPM8, transient receptor potential cation channel subfamily V member 1 (TRPV1), transient receptor potential cation channel subfamily A member 1 (TRPA1), and transient receptor potential cation channel subfamily V member 2 (TRPV2) at the protein and mRNA levels was determined by immunohistochemistry and Real-time PCR, respectively. The levels of calcitonin gene-related peptide (CGRP) and neuropeptide Y (NPY) in the serum were analyzed by enzyme-linked immunosorbent assay (ELISA). The enrichment analysis of differentially expressed genes (DEGs) and TRP pathway network construction were conducted based on the GEO database. The co-expression of TRPM8 and CGRP in the skin lesions was verified by immunofluorescence double labeling. ResultsBoth the normal temperature and cold exposure model groups showed typical psoriasis-like skin lesions. Compared with the normal temperature and cold exposure control groups, the model groups had excessive epidermal keratinization, thickened spinous layer, and inflammatory infiltration in the dermis, with increased pathological scores (P<0.05), increased infiltration of CD3+ and CD11c+ cells and expression of p-ERK and SP, upregulated mRNA levels of TRPM8, TRPA1, and TRPV2, downregulated mRNA level of TRPV1 (P<0.05), and reduced content of CGRP and increased content of NPY in the serum. Compared with the normal temperature and cold exposure model groups, KXJD reduced the pathological manifestations and pathological scores of psoriasis-like skin lesions (P<0.05), and inhibited the infiltration of CD3+ and CD11c+ cells and the expression of p-ERK and SP. Gene enrichment analysis suggested that the DEGs of psoriasis were significantly enriched in the interleukin (IL)-17 signaling pathway and TRP channel inflammatory regulation. Compared with the normal temperature and cold exposure model groups, KXJD reversed the abnormal mRNA levels of genes related to the TRP channel subfamilies (P<0.05), increased the CGRP level, and decreased the NPY level. Immunofluorescence double labeling further confirmed that compared with the model groups, KXJD down-regulated the co-expression of TRPM8 and CGRP in the skin lesions. ConclusionKXJD may ameliorate psoriasis-like skin lesions by downregulating the overexpressed cold-sensitive receptor TRPM8 in skin lesions and correcting the disorder of neuropeptide (such as SP and CGRP) release mediated by it, thereby inhibiting the IL-23/helper T cell 17 (Th17) core inflammatory pathway, suppressing the infiltration of inflammatory cells and the activation of the ERK signaling pathway, and regulating the Xuanfu (sweat pore)-TRPM8-neuroimmune response axis.
3.Mechanism of Kaixuan Jiedu Core Prescription in Ameliorating Psoriasis-like Inflammation via TrkA Receptor-mediated Regulation of CGRP Expression and Dendritic Cell Activation
Huan LIU ; Mengyao JIANG ; Jiaqi LI ; Meiqi SUN ; Xue XIAO ; Ningxin ZHANG ; Bin YANG ; Ping SONG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(19):102-110
ObjectiveTo investigate the ameliorative effects and mechanisms of Kaixuan Jiedu core prescription (KXJD) on neuroimmunological inflammation in imiquimod (IMQ)-induced psoriasis-like mice. MethodsA total of 24 C57BL/6J mice were randomly divided into four groups (n=6): Normal, model, KXJD, and tropomyosin receptor kinase A (TrkA) inhibitor GW441756 groups. The mice in the model, KXJD, and GW441756 groups were topically treated with 5% IMQ cream (62.5 mg·d-1) on the back to induce psoriasis-like inflammation. The KXJD group received KXJD by gavage (30.42 g·kg-1), the GW441756 group received intraperitoneal injection of GW441756 (10 mg·kg-1), and the normal and model groups received an equal volume of normal saline by gavage, with continuous intervention for 5 days. The severity of skin lesions was evaluated using the psoriasis area and severity index (PASI). Hematoxylin-eosin (HE) staining was used to measure epidermal thickness and observe pathological changes in the lesioned skin. Immunohistochemistry was employed to detect the expression of proliferating cell nuclear antigen (Ki67) and interleukin-17A (IL-17A) in the lesioned skin. Enzyme-linked immunosorbent assay (ELISA) was used to quantify the levels of interleukin-23 (IL-23) and calcitonin gene-related peptide (CGRP) in the lesioned tissues. Western blot was used to detect the expression of TrkA and phosphorylated TrkA (p-TrkA). Immunofluorescence assay was performed to detect the expression of TrkA receptor, protein gene product 9.5 (PGP9.5), cluster of differentiation 11c (CD11c), and CGRP in the lesions. Flow cytometry was used to detect the activation of splenic dendritic cells (DCs). ResultsCompared with the normal group, the model group exhibited typical psoriasis-like inflammation, characterized by erythema, infiltration and scaling, with histopathological findings of epidermal hyperkeratosis and acanthosis. The model group showed significantly increased expression of Ki67, IL-17A, IL-23 and p-TrkA (P<0.05, P<0.01), increased fluorescence intensity of CD11c, and significantly decreased CGRP expression (P<0.05). The splenic DC activation was significantly enhanced, as indicated by the increased mean fluorescence intensity (MFI) of CD86 (P<0.05). Compared with the model group, both the KXJD and GW441756 groups showed amelioration of the psoriasis-like skin inflammation, with significantly down-regulated expression of IL-17A, IL-23 and p-TrkA (P<0.05, P<0.01), significantly up-regulated expression of CGRP (P<0.01), reduced CD11c+ DC infiltration, and restored splenic DC activation balance (down-regulated CD86 MFI and up-regulated CD80 and CD40 MFI). Furthermore, the inhibitory effect of KXJD on Ki67 was significantly superior to that of the GW441756 group (P<0.01). ConclusionKXJD may alleviate IMQ-induced psoriasis-like inflammation in mice by targeting and inhibiting TrkA receptor phosphorylation, regulating CGRP expression in the lesions, and ameliorating aberrant activation of dendritic cells, while also significantly inhibiting keratinocyte proliferation.
4.Kaixuan Jiedu Core Prescription Ameliorates Imiquimod-induced Psoriasis-like Skin Lesions in Mice by Inhibiting Neuroinflammation Mediated by NGF-TrkA/TRPV1-PAR-2 Signaling Pathway
Mengyao JIANG ; Jiaqi LI ; Huan LIU ; Xue XIAO ; Ningxin ZHANG ; Bin YANG ; Ping SONG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(19):111-119
ObjectiveTo investigate the effects and molecular mechanisms of Kaixuan Jiedu core prescription (KXJD) on neuroinflammation and immuno-inflammation in the mouse model of imiquimod (IMQ)-induced psoriasis-like skin lesions by regulating the nerve growth factor (NGF)-tropomyosin receptor kinase A (TrkA)/transient receptor potential vanilloid 1 (TRPV1)-protease-activated receptor-2 (PAR-2) signaling pathway. MethodsA psoriasis-like skin lesion model was established in male C57BL/6J mice with IMQ. A total of 24 mice were randomized into four groups (n=6 per group): Blank control, model, methotrexate (MTX, 1 mg·kg-1), and KXJD (30.42 g·kg-1). Immunohistochemistry was employed to detect the expression of cluster of differentiation 3 (CD3), EGF-like module-containing mucin-like hormone receptor-like 1 (F4/80), lymphocyte antigen 6 complex locus G (Ly-6G), substance P (SP), calcitonin gene-related peptide (CGRP), NGF, phosphorylated TrkA (p-TrkA), phosphorylated TRPV1 (p-TRPV1), and PAR-2 in skin lesions. Serum levels of interleukin-17A (IL-17A) and interleukin-23 (IL-23) were measured by enzyme-linked immunosorbent assay (ELISA). Immunofluorescence assay and Western blot were employed to determine the expression of phosphorylated p38 mitogen-activated protein kinase (p-p38 MAPK) and phosphorylated nuclear factor-κB p65 (p-NF-κB p65). Reverse transcription quantitative polymerase chain reaction (Real-time PCR) was used to measure the mRNA levels of interleukin-1β (IL-1β), tumor necrosis factor (TNF), interleukin-6 (IL-6), and C-X-C motif chemokine ligand 1 (CXCL1) in skin lesions. Correlation analysis was performed. ResultsCompared with the blank control group, the model group showed increased positive areas of CD3+, F4/80+, and Ly-6G+ in skin lesions (P<0.05), elevated serum levels of IL-17A and IL-23 (P<0.05), increased positive areas of SP and CGRP in skin lesions (P<0.05), increased positive areas of NGF, p-TrkA, p-TRPV1, and PAR-2 (P<0.05), elevated ratios of p-p38 MAPK/p38 MAPK and p-NF-κB p65/NF-κB p65 (P<0.05), and upregulated mRNA levels of IL-1β, TNF, IL-6, and CXCL1 (P<0.05). Compared with those in the model group, all the above indicators were reversed in the KXJD group (P<0.05). MTX only downregulated the expression of p-TRPV1 and PAR-2 (P<0.05), with no significant effects on the expression of NGF, p-TrkA, or CGRP. ConclusionKXJD inhibits the NGF-TrkA/TRPV1-PAR-2 signaling pathway to reduce neuropeptide release and simultaneously downregulates the p38 MAPK/NF-κB signaling pathway and the expression of downstream pro-inflammatory factors to ameliorate psoriasis-like neuroinflammation and immuno-inflammation. The therapeutic effect of KXJD on psoriasis-like inflammation is closely associated with the inhibition of the NGF-TrkA/TRPV1-PAR-2 signaling pathway. This study provides experimental evidence for the modern interpretation of the Xuanfu theory.
5.Influence of hybridization probe capture and amplicon library construction methods on HLA genotyping resolution level
Xiaoni YUAN ; Tengteng ZHANG ; Yang LI ; Xue JIANG ; Tianjie YANG ; Xiaojing BAO ; Jun HE
Chinese Journal of Blood Transfusion 2025;38(3):303-308
[Objective] To compare next generation sequencing (NGS) library construction technology between probe hybridization capture and amplicon methods, and analyze the influencing factors of HLA genotyping resolution level and its prospects in clinical applications. [Methods] A total of 207 clinical samples with known typing results and samples from the proficiency testing plan were selected. The conformity rate of HLA genotyping results, allele coverage and typing data analysis indicators were confirmed, and the effects of two library construction methods on the level of HLA genotyping discrimination were compared. [Results] The concordance rate of 207 samples with the feedback results of PT or prior well-characterized HLA genotypes was 100%. Among them, 91 samples were captured using hybridization probe capture method. Compared with the original amplicon method, the hybridization probe capture method can distinguish the alleles of DRB1 and DPB1 that cannot be determined in 13 samples. The allelic imbalance of DRB1, DPA1, and DQB1 loci in 6 samples was resolved. Three samples were found to have missed detection of alleles at the DQA1 and DQB1 loci. [Conclusion] The performance indicators of hybridization probe capture and amplicon performance confirmation meet the requirements of clinical detection of HLA genotyping, which provides an experimental method and basis for clinical application.
6.Clinical study of Tuina plus exercise therapy in improving lower-limb mechanical parameters in children with genu varum
Xue WANG ; Yang LI ; Yan YU ; Xiaoying LU ; Yiying LI ; Shuyun JIANG ; Jue HONG
Journal of Acupuncture and Tuina Science 2025;23(4):321-327
Objective:To observe the improving effects of Tuina(Chinese therapeutic massage)plus exercise therapy on joint alignment and walking function in children with genu varum(GV).Methods:Sixty-six children with GV were divided into an exercise therapy group and a Tuina plus exercise therapy group using the random number table method,with 33 cases in each group.Both groups received identical exercise therapy,while the Tuina plus exercise therapy group was additionally offered Tuina manipulation treatment.The intervention course lasted 12 weeks in both groups.Before and after the intervention,the three-dimensional gait analysis was adopted to assess the spatiotemporal parameters,kinematics,and kinetic characteristics of lower-limb joints in children with GV.Results:The GV angle was reduced after intervention in the Tuina plus exercise therapy group(P<0.05),but there was no significant change in the exercise therapy group(P>0.05).After treatment,the Tuina plus exercise therapy group demonstrated a notable decrease in the step length,walking speed,peak forefoot adduction angle,and peak ankle inversion moment(P<0.05),suggesting the correction of the ankle joint's compensatory pathological changes.In the exercise therapy group,the foot progression angle(FPA)and gait deviation index(GDI)increased markedly after the intervention(P<0.05),indicating improved overall kinematic function.Conclusion:The combined use of Tuina manipulations and exercise therapy can produce significant effects in correcting the knee joint's torsion,both coronally(GV angle)and horizontally(ankle inversion moment,FPA,and forefoot adduction angle),while exercise therapy alone can markedly improve the overall kinematic parameters(FPA and GDI).
7.Research on the Correlation between Adverse Event Reporting Barriers in Medical Quality(Safety)and Patient Safety Culture
Yang CUI ; Xiaoliang ZHANG ; Jiang WU ; Xue ZHANG
Chinese Hospital Management 2025;45(4):61-65
Objective To investigate the current status of patient safety culture among health professionals in tertia-ry public hospitals in Heilongjiang Province,explore the correlation between patient safety culture and adverse event reporting barriers in medical quality(safety),and discuss feasible strategies to improve the reporting rate of adverse events,providing valuable references for promoting the high-quality development of public hospitals and ensuring pa-tient safety.Methods Questionnaires were randomly distributed to the on-the-job employees of three Grade-A hospi-tals in Heilongjiang Province,and 200 copies were distributed to each hospital.The contents of the survey included:sociodemographic characteristics questionnaire,adverse event reporting disorder scale and patient safety culture scale,t-test and analysis of variance were used for univariate analysis,Pearson analysis was used for correlation test,and multiple linear regression was used to analyze the influencing factors of adverse event reporting obstacles.Results The barriers to adverse event reporting are negatively correlated with the total score and each dimension scores of the patient safety culture assessment scale(P<0.05).Factors influencing the barriers to adverse event re-porting include marital status,work department,whether it is involve in university teaching duties,and whether it is served as a postgraduate supervisor,and the differences were statistically significant(P<0.05).Conclusion Hospi-tals should align with national and provincial policies,strengthen the construction of safety culture systems and mechanisms,focus on non-medical factors,enhance doctors'awareness of adverse event reporting,improve management team building,and refine the adverse event management chain.
8.Study on Ecological Suitability Regionalization of Scutellaria barbata D.Don Based on MaxEnt Model and ArcGIS
Jia SONG ; Shimao CHEN ; Zixuan JIANG ; Huqiang FANG ; Yu XUE ; Tao XIE ; Qingshan YANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):7-11
Objective To predict the potential suitable habitats of Scutellaria barbata D.Don across China;To provide a theoretical basis for its artificial cultivation and standardized planting practices.Methods Distribution data were collected from 186 sample sites,combined with data from 90 environmental factors,and the MaxEnt model and ArcGIS 10.8.1 software were used to screen the main environmental factors affecting the distribution of Scutellaria barbata D.Don and to analyse and predict the distribution of Scutellaria barbata D.Don suitability zones in China.Results The dominant environmental factors affecting the distribution of Scutellaria barbata D.Don were the driest month precipitation,vegetation subclasses,minimum temperature in September,precipitation in October,and soil base saturation.The high-suitability zones for Scutellaria barbata D.Don are primarily concentrated in the northern Guangxi Zhuang Autonomous Region and its bordering areas with Hunan Province,the central of Guangdong Province,and the border regions between Jiangxi Province and Fujian Province.Conclusion The predicted results of this study can provide a reference for the selection of sites for artificial cultivation and standardized planting of Scutellaria barbata D.Don in southeast China and eastern southwest China(e.g.Zhejiang Province,Jiangxi Province,Sichuan Province,etc.),and provide a reference for the sustainable utilization of Scutellaria barbata D.Don medicinal resources.
9.Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults (version 2025)
Bobin MI ; Faqi CAO ; Weixian HU ; Wu ZHOU ; Chenchen YAN ; Hui LI ; Yun SUN ; Yuan XIONG ; Jinmi ZHAO ; Qikai HUA ; Xinbao WU ; Xieyuan JIANG ; Dianying ZHANG ; Zhongguo FU ; Dankai WU ; Guangyao LIU ; Guodong LIU ; Tengbo YU ; Jinhai TAN ; Xi CHEN ; Fengfei LIN ; Zhangyuan LIN ; Dongfa LIAO ; Aiguo WANG ; Shiwu DONG ; Gaoxing LUO ; Zhao XIE ; Dong SUN ; Dehao FU ; Yunfeng CHEN ; Changqing ZHANG ; Kun LIU ; Deye SONG ; Yongjun RUI ; Fei WU ; Ximing LIU ; Junwen WANG ; Meng ZHAO ; Biao CHE ; Bing HU ; Chengjian HE ; Guanglin WANG ; Xiao CHEN ; Guandong DAI ; Shiyuan FANG ; Wenchao SONG ; Ming CHEN ; Guanghua GUO ; Yongqing XU ; Lei YANG ; Wenqian ZHANG ; Kun ZHANG ; Xin TANG ; Hua CHEN ; Weiguo XU ; Shuquan GUO ; Yong LIU ; Xiaodong GUO ; Zhewei YE ; Liming XIONG ; Tian XIA ; Hongbin WU ; Qisheng ZHOU ; Mengfei LIU ; Yiqiang HU ; Yanjiu HAN ; Hang XUE ; Kangkang ZHA ; Wei CHEN ; Zhiyong HOU ; Bin YU ; Jiacan SU ; Peifu TANG ; Baoguo JIANG ; Guohui LIU
Chinese Journal of Trauma 2025;41(5):421-432
Postoperative infection of internal fixation of closed fractures the lower limbs in adults represents a devastating complication, characterized by diagnostic challenges, prolonged treatment duration and high disability rates. Current management of these infections faces multiple challenges, such as difficulties in early accurate diagnosis, and various controversies about the treatment plan, leading to poor overall diagnosis and treatment results. To address these issues, based on evidence-based medicine and principles with emphasis on scientific rigor, clinical applicability and innovation, the Trauma Branch of the Chinese Medical Association, Orthopedic Branch of the Chinese Medical Doctor Association, Orthopedics Branch of the Chinese Medical Association, and Trauma Orthopedics and Polytrauma Group of the Resuscitation and Emergency Committee of the Chinese Medical Doctor Association have collaboratively organized a panel of relevant experts to develop the Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults ( version 2025). The guideline proposed 10 recommendations, aiming to provide a foundation for standardized diagnosis and treatment of postoperative infection in adults with closed lower limb fractures.
10.Diagnostic performance evaluation of artificial intelligence-assisted diagnostic systems in cervical cytopathological examination
Zichen YE ; Yihui YANG ; Lian XU ; Ronggan WEI ; Xiling RUAN ; Peng XUE ; Yu JIANG ; Youlin QIAO
Chinese Journal of Epidemiology 2025;46(3):499-505
Objective:To evaluate the diagnostic performance of artificial intelligence-assisted diagnostic systems in cervical cytopathological examination.Methods:Cervical cytology slide data were retrospectively collected from four hospitals for the external validation of the developed artificial intelligence-assisted diagnostic system. Subsequently, prospective data collection was conducted for human-machine assisted studies.Results:In the retrospective study, a total of 3 162 valid samples were collected as external validation data. The system showed an area under the curve (AUC) of 0.890 (95% CI: 0.878-0.902), accuracy of 0.885 (95% CI: 0.873-0.896), sensitivity of 0.928 (95% CI: 0.914-0.941), and specificity of 0.852 (95% CI: 0.834-0.867). In the prospective study, 212 valid samples were collected, and five junior cytologists participated in the human-machine assisted study. Without artificial intelligence assistance, the average AUC for the five cytologists was 0.686 (95% CI: 0.650-0.722), the accuracy was 0.699 (95% CI: 0.671-0.727), the sensitivity was 0.653 (95% CI: 0.599-0.703), the specificity was 0.719 (95% CI: 0.685-0.750), the Fleiss κ value was 0.510, and the reading time was 223 seconds. With artificial intelligence assistance, the AUC, accuracy, sensitivity, and specificity increased by 0.166, 0.143, 0.225, and 0.107, respectively. Additionally, Fleiss κ was 0.730 and the reading time decreased by 188 seconds. All differences were statistically significant (all P<0.001). Conclusions:Artificial intelligence-assisted diagnosis system shows excellent performance and good generalizability, significantly improving the diagnostic accuracy, consistency, and efficiency of junior cytologists. It can be an effective auxiliary tool for junior cytologists in clinical practice.

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