1.Herbal Textual Research on Arcae Concha in Famous Classical Formulas
Yiqin ZHANG ; Yixue ZHUANG ; Yinan LU ; Yanning CHEN ; Yichong CHEN ; Shuiyu XU ; Zhilai ZHAN ; Chengzi YANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(2):208-218
In this paper, the name, origin, producing area, harvesting, processing and functional indications of Arcae Concha were systematically combed and verified by consulting the ancient and modern literature, in order to provide a basis for the development of famous classical formulas containing Arcae Concha. Arcae Concha was first recorded in the name of Han in Bencao Shiyi, but later, due to the influence of LI Shizhen's error of combining Han item with Kuiha in the Ming dynasty, there were aliases such as Kuilu and Fulao, and Yizong Bidu began to include Walengzi as its correct name and has been used ever since. The textual descriptions and illustrations of the medicinal materials of Arcae Concha contained in the materia medica of the past generations were consistent with the modern Arca inflata, A. subcrenata and A. granosa. In ancient times, there were medicinal records of two parts of shell and meat, but now the shell is used as medicine, and the meat is mostly edible. In ancient times, Zhejiang, Shandong, Guangdong and Guangxi were the main producing areas, and Zhejiang was the best. It is now believed that A. inflata is mostly distributed in the northern part of the Huanghai Sea, A. granosa is mostly distributed in the coastal areas south of Shandong Peninsula in China, and A. subcrenata is widely distributed in the coastal areas of China. Its quality is better in a complete, white, no residual meat and sand. In ancient times, there was no clear harvesting period, and the processing was mainly based on vinegar quenching after calcination or powdering of calcined shell, but now the harvesting period is autumn and winter. After harvesting, it is directly washed and crushed for raw use or processed by calcined method. The records of the medicinal materials in the past dynasties on the properties of Arcae Concha were mainly warm, sweet, salty and mild, and it is now believed that Arcae Concha is salty in taste and mild in nature. In ancient times, it was believed that Arcae Concha were mainly used for coldness in the heart and abdomen, coldness in the waist and spine, benefiting the five internal organs, strengthening the stomach. Nowadays, it is believed that Arcae Concha can eliminate phlegm and remove blood stasis, soften the hardness and dissipate the lumps, produce acid and relieve pain. It can be used in the treatment of stubborn phlegm, gall tumor, scrofula and other symptoms. In conclusion, it is suggested that for the famous classical formulas containing Arcae Concha, the corresponding methods should be selected according to the processing requirements of the drug in the formulas, while those without processing requirements can be determined according to the functional position of the products.
2.Houshihei San Repairs Skeletal Muscle Injury After Ischaemic Stroke by Regulating Ferroptosis Pathway
Hu QI ; Dan TIAN ; Xiongwei ZHANG ; Zeyang ZHANG ; Yuanlin GAO ; Yanning JIANG ; Xinran MIN ; Jiamin ZOU ; Jiuseng ZENG ; Nan ZENG ; Ruocong YANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(20):1-11
ObjectiveTo investigate the pharmacodynamic effects of Houshihei San (HSHS) recorded with the effects of treating wind and limb heaviness on muscle tissue injury after middle cerebral artery occlusion (MCAO) in rats through the ferroptosis pathway. MethodsThirty SD male rats were selected and randomly grouped as follows: sham, MCAO, deferoxamine mesylate, high-dose HSHS (HSHS-H, 0.54 g·kg-1), and low-dose HSHS (HSHS-L, 0.27 g·kg-1), with 6 rats in each group. A laser scattering system was used to evaluate the stability of the MCAO model, and rats were administrated with corresponding agents by gavage for 7 days. During the administration period, behavioral, imaging and other methods were used to systematically evaluate the skeletal muscle tissue injury after MCAO and the therapeutic effect in each administration group. Hematoxylin-eosin staining was employed to evaluate the cross-section of muscle cells. Subsequently, immunohistochemistry was used to detect tumor suppressor p53 and glutathione peroxidase 4 (GPX4) in the soleus tissue. Western blot was employed to determine the protein levels of p53, GPX4, myogenic differentiation 1 (MyoD1), nuclear factor E2-related factor 2 (Nrf2), Myostatin, solute carrier family 7 member 11 (SLC7A11), muscle ring-finger protein-1 (MuRF1), and muscle atrophy F-box protein (MAFbx) to verify the therapeutic effect in each group. ResultsCompared with the MCAO group, HSHS enhanced the locomotor ability and promoted muscle regeneration, which suggested that the pharmacological effects of HSHS were related to the inhibition of muscle tissue ferroptosis to reduce the expression of muscle atrophy factors. Behavioral and imaging results suggested that compared with the MCAO group, HSHS ameliorated neurological impairments in rats on day 7 (P<0.01), enhanced 5-min locomotor distance and postural control (P<0.01), strengthened grasping power and promoted muscle growth (P<0.01), stabilized skeletal muscle length and weight (P<0.01), and increased the cross-section of muscle cells (P<0.01). Compared with the MCAO group, HSHS promoted the increases in glutathione and superoxide dismutase content and inhibited the increase in malondialdehyde content (P<0.05,P<0.01). Ferroptosis pathway-related assays suggested that HSHS reduced the p53-positive cells and increased the GPX4-positive cells (P<0.01). HSHS ameliorated muscle function decline after stroke by promoting the expression of GPX4, Nrf2, SLC7A11, and MyoD1 and inhibiting the expression of p53, Myostatin, MurRF1, and MAFbx to reduce ferroptosis in the muscle (P<0.01). ConclusionHSHS, prepared with reference to the method in the Synopsis of Golden Chamber, can simultaneously reduce the myolysis and increase the protein synthesis in the skeletal muscle tissue after ischemic stroke by regulating the ferroptosis pathway.
3.Acupuncture clinical decision support system:application of AI technology in acupuncture diagnosis and treatment.
Shuxin ZHANG ; Xinyu LI ; Yanning LIU ; Xubo HONG ; Zhenhu CHEN ; Hongda ZHANG ; Jiaming HONG ; Nanbu WANG
Chinese Acupuncture & Moxibustion 2025;45(7):875-880
Artificial intelligence (AI) technology enhances the function of acupuncture clinical decision support system (CDSS) by promoting the accuracy of its diagnosis, assisting the formulation of personalized therapeutic regimen, and realizing the scientific and precise evaluation of its therapeutic effect. This paper deeply analyzes the unique advantages of AI-based acupuncture CDSS, including the intelligence and high efficiency. Besides, it points out the challenges of data security, the lack of model interpretation and the complexity of interdisciplinary cooperation in the development of acupuncture CDSS. With the continuous development and improvement of AI technology, acupuncture CDSS is expected to play a more important role in the fields of personalized medicine, telemedicine and disease prevention, and to further advance the efficiency and effect of acupuncture treatment, drive the modernization of acupuncture, and enhance its position and influence in the global healthcare system.
Humans
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Acupuncture Therapy
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Artificial Intelligence
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Decision Support Systems, Clinical
4.The correlation between thyroid hormone levels and inflammatory markers in critically ill children and their predictive value for prognosis
Yanning QU ; Shuang LIU ; Jin ZHANG ; Haiyan GE ; Dong QU ; Linying GUO ; Xiaoxu REN
Chinese Pediatric Emergency Medicine 2025;32(2):116-121
Objective:To investigate the changes in thyroid hormone levels and inflammatory markers in critically ill children,analyze their correlation with disease severity,and explore their potential impact on prognosis,providing references for clinical management and prognosis assessment in critical illness.Methods:A retrospective cohort study was conducted involving 394 pediatric patients admitted to the ICU of the Capital Pediatric Institute Affiliated Children's Hospital from 2019 to 2023.Based on the pediatric critical illness score,patients were divided into three groups:the extremely critical group (score ≤ 70, n=81),the critical group (score 71–80, n=150),and the non-critical group (score>80, n=163).Data collected included thyroid function indicators,inflammatory markers[C-reactive protein(CRP),procalcitonin(PCT),tumor necrosis factor(TNF)-α,interleukin (IL),etc.],clinical information,and outcomes.The correlation between thyroid function indicators and inflammatory markers were analyzed.The predictive value of thyroid function indicators and inflammatory markers for prognosis in critically ill pediatric patients was assessed. Results:Of the 394 children,non-thyroidal disease syndrome occurred in 321 cases,with an overall incidence of 81.5%,which increased with disease severity.Thyroid hormone [total triiodothyronine (TT3),free triiodothyronine (FT3),and total tetraiodothyronine (TT4)] levels were significantly lower in the extremely critical group than in the other groups ( P<0.05).Inflammatory markers such as CRP,PCT,TNF-α,IL-6,IL-8,and IL-10 were significantly higher in the extremely critical group than in the other groups ( P<0.05).Thyroid hormones were negatively correlated with inflammatory markers,and the receivor operating characteristic curves analysis indicated that TT3,FT3,IL-6 and IL-8 levels,could effectively differentiate disease prognosis.Univariate regression model showed significant associations between TT3,FT3,TT4,PCT,IL-8,and IL-10 and disease prognosis.The multivariate Logistic regression model showed IL-6 and IL-8 were independent predictors of disease prognosis. Conclusion:Significant reductions in thyroid hormone levels are closely related to disease severity and poor prognosis.Changes in inflammatory markers reflect the inflammatory state and severity of the disease and impact prognosis.Monitoring thyroid function and inflammatory status is important in clinical management,which provids new insights into prognosis assessment and treatment strategies for critically ill children.
5.Predictive value of the percentage of Gleason pattern 4 in biopsy for adverse pathological features and biochemical recurrence after radical prostatectomy in ISUP grade group 2-3 non-metastatic prostate cancer
Haoyu WU ; Tianyu XIONG ; Yanning ZHANG ; Yunpeng FAN ; Tianyu ZHANG ; Zhanliang LIU ; Song JIN ; Guangyong CHEN ; Ping XIE ; Yinong NIU
Chinese Journal of Urology 2025;46(4):267-274
Objective:To assess the predictive value of the percentage of Gleason pattern 4 (G4%) in prostate biopsy for adverse pathology and biochemical recurrence.Methods:We retrospectively analyzed consecutive patients who underwent radical prostatectomy in our institution between January 2019 and December 2023, and included those who were diagnosed with ISUP 2-3 cancer at biopsy. A total of 109 patients were included in this study. The average age of patients was (67.40±6.11) years, and the average BMI of patients was (25.36±2.97) kg/m 2. 49 Cases (45.0%) had a PI-RADS score of 5, and the median prostate volume was 32.60 (24.57, 45.63) ml. The median of most recent tPSA before biopsy was 9.76 (6.89, 12.95) ng/ml, the median PSAD was 0.28 (0.17, 0.44) ng/ml 2, and the median f/tPSA was 0.11 (0.08, 0.16). Clinical T 2b or higher stage was found in 84 cases (77.1%). The total biopsy core length was (22.91±5.18) cm, with a median of 24 (20, 24) biopsy cores and a median of 6 (4, 9) positive cores. Gleason score 3+ 4 was found in 52 cases (47.7%), and Gleason score 4+ 3 in 57 cases (52.3%). Cribriform was present in 30 cases (27.5%). G4% was calculated based on the proportion of Gleason grade 4 tumor relative to total tumor, tumor proportion relative to total tissue, and tissue length. Patients were divided into high-G4% (≥2.45%) and low-G4% (<2.45%) groups based on the median G4% value, with 55 and 54 cases, respectively. No significant differences were observed in baseline characteristics between the two groups ( P>0.05). The main risk factor of adverse pathology was analyzed by logistic regression, and receiver operating characteristic (ROC) curve and area under curve (AUC) were performed. Patients were further stratified by the G4% cutoff value from ROC, and Kaplan-Meier survival curves were plotted to compare biochemical recurrence free survival (BCRFS) between groups. The main risk factor affecting BCRFS was analyzed by Cox regression. Adverse pathology was defined as postoperative Gleason score ≥4+ 3 or pathological stage ≥T 3a. Results:Adverse pathology occurred in 44 (80.0%) high-G4% and 16 (29.6%) low-G4% patients ( P<0.01). Multivariate analysis identified G4% as an independent risk factor for adverse pathology ( OR=1.23, 95% CI 1.02-1.50, P=0.033). The highest ROC AUC value was seen for G4% (0.799), significantly outperforming Gleason score (0.799 vs. 0.641, P=0.003), tPSA (0.799 vs. 0.615, P=0.003), PSAD (0.799 vs. 0.679, P=0.038), positive cores (0.799 vs. 0.677, P=0.009), clinical T stage (0.799 vs. 0.607, P=0.001) and cribriform (0.799 vs. 0.639, P=0.001). The G4% cutoff value for predicting biochemical recurrence was 10.97%. The median BCRFS was significantly higher in the low G4% (<10.97%) group than that in the high G4% (≥10.97%) group (55 vs. 28 months, P=0.002). Cumulative recurrence free survival rates at 1 and 3 years were 94.6% vs. 74.1% and 78.0% vs. 47.6%, respectively. Multivariate Cox regression analysis indicates that G4% was an independent risk factor affecting BCRFS ( HR=1.11, 95% CI 1.00-1.23, P=0.041). Conclusions:For patients with ISUP 2-3 nmPCa, a higher G4% in biopsy specimens demonstrates strong predictive ability for adverse pathology and biochemical recurrence, outperforming traditional clinical indicators such as Gleason score and PSA.
6.Analysis of the levels and food source of cadmium exposure by dietary pathway among middle-aged and elderly populations in cadmium-contaminated areas of China
Xiaochen WANG ; Yi ZHANG ; Xiaojie DONG ; Ruiting HAO ; Xiu YE ; Wenli ZHANG ; Ying ZHU ; Ailing LIU ; Yuan WEI ; Bing WU ; Yufei LUO ; Changzi WU ; Yanning MA ; Zhengxiong YANG ; Yuebin LYU ; Gangqiang DING ; Dongqun XU ; Xiaoming SHI
Chinese Journal of Preventive Medicine 2025;59(5):597-603
Objective:To evaluate the levels and source of cadmium exposure by dietary pathway among middle-aged and elderly people ≥40 in cadmium-contaminated areas of China.Methods:A total of 7 193 people aged 40-89 years from four typical cadmium-contaminated areas in China were selected as the study subjects. Food Frequency Questionnaire (FFQ), Total Diet Study (TDS) and a 3-day-24-hour dietary recall survey were conducted. Dietary cadmium intake and food sources through dietary pathways were assessed based on cadmium content in foods, consumption amounts and intake frequencies.Results:The mean age of the participants was 63.39±12.21 years, with 50.05% being males. The average monthly dietary cadmium intake was 7.39 μg/(kg·BW). Staple foods and vegetables were the primary sources of dietary cadmium intake, accounting for 57.51% and 32.48%, respectively. The monthly dietary cadmium intake in all surveyed regions did not exceed the Provisional Tolerable Monthly Intake (PTMI) recommended by the Joint FAO/WHO Expert Committee on Food Additives (JECFA).Conclusion:The monthly dietary cadmium intake among middle-aged and elderly people in cadmium-contaminated areas of China is relatively low, with the risk remaining at an acceptable level. Staple foods and vegetables are the most significant contributors to dietary cadmium intake.
7.Inflammation-related collagen fibril destruction contributes to temporomandibular joint disc displacement via NF-κB activation.
Shengjie CUI ; Yanning GUO ; Yu FU ; Ting ZHANG ; Jieni ZHANG ; Yehua GAN ; Yanheng ZHOU ; Yan GU ; Eileen GENTLEMAN ; Yan LIU ; Xuedong WANG
International Journal of Oral Science 2025;17(1):35-35
Temporomandibular joint (TMJ) disc displacement is one of the most significant subtypes of temporomandibular joint disorders, but its etiology and mechanism are poorly understood. In this study, we elucidated the mechanisms by which destruction of inflamed collagen fibrils induces alterations in the mechanical properties and positioning of the TMJ disc. By constructing a rat model of TMJ arthritis, we observed anteriorly dislocated TMJ discs with aggravated deformity in vivo from five weeks to six months after a local injection of Freund's complete adjuvant. By mimicking inflammatory conditions with interleukin-1 beta in vitro, we observed enhanced expression of collagen-synthesis markers in primary TMJ disc cells cultured in a conventional two-dimensional environment. In contrast, three-dimensional (3D)-cultivated disc cell sheets demonstrated the disordered assembly of inflamed collagen fibrils, inappropriate arrangement, and decreased Young's modulus. Mechanistically, inflammation-related activation of the nuclear factor kappa-B (NF-κB) pathway occurs during the progression of TMJ arthritis. NF-κB inhibition reduced the collagen fibril destruction in the inflamed disc cell sheets in vitro, and early NF-κB blockade alleviated collagen degeneration and dislocation of the TMJ discs in vivo. Therefore, the NF-κB pathway participates in the collagen remodeling in inflamed TMJ discs, offering a potential therapeutic target for disc displacement.
Animals
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NF-kappa B/metabolism*
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Temporomandibular Joint Disorders/pathology*
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Temporomandibular Joint Disc/metabolism*
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Rats
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Rats, Sprague-Dawley
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Disease Models, Animal
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Male
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Collagen/metabolism*
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Cells, Cultured
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Joint Dislocations/pathology*
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Interleukin-1beta
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Arthritis, Experimental
8.MRI artifact for the structural detection of inner ear using 3D FIESTA-C and 3D-Cube T2
Ke YANG ; Yutao WANG ; Juanli XING ; Yanning YUAN ; Xingpu QUAN ; Yuxin FAN ; Ming ZHANG ; Yuan WANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(3):538-543
Objective To analyze the MRI artifact of the inner ear structure in patients with peripheral vertigo acquired by using 3D fast imaging employing steady state acquisition(3D FIESTA-C)and 3D fast spin echo(3D-Cube T2).Methods Data of 63 patients with peripheral vertigo treated in the Department of Otolaryngology,The First Affiliated Hospital of Xi'an Jiaotong University,from October 2023 to June 2024 were filtered for analysis.The patients consisted of 16 males and 47 females,aged 18 to 60 years old.Two senior radiologists independently evaluated the quality of the acquired images through the two MRI sequences.Kappa test was used to evaluate the consistency of the two radiologists' subjective judgments,and Wilcoxon signed-rank test was used to compare the image quality between each sequence.The accuracy of 3D FIESTA-C,3D-Cube T2 and combination of the two sequences was calculated in the presentation of inner ear structure.Results The overall image quality of 3D-Cube T2 was better than that of 3D FIESTA-C(Z=-11.670,P<0.001),and the accuracy of 3D FIESTA-C combined with 3D-Cube T2 was superior to that of each sequence in demonstrating the semicircular canals.The demonstration accuracy of horizontal semicircular canal among three scan protocols was statistically different(P<0.001).Conclusion 3D FIESTA-C has the advantage in detecting horizontal semicircular canal,and 3D-Cube T2 always provides high quality images of upper semicircular canal.Compared with each scanning sequence,3D FIESTA-C combined with 3D-Cube T2 can effectively avoid misdiagnosis or missed diagnosis of semicircular canal structures in the patients with peripheral vertigo.
9.Role and mechanism of PRMT1 and its inhibitors in the occurrence and development of corneal neovascularization in mice
Yuelan GAO ; Qian DENG ; Jiewen MAO ; Rui ZHANG ; Xiaoshuo SHI ; Shanshan WAN ; Yanning YANG
Chinese Journal of Experimental Ophthalmology 2025;43(8):688-703
Objective:To investigate the role and underlying mechanism of protein arginine methyltransferase 1 (PRMT1) and its inhibitor in alkali burn-induced corneal neovascularization (CNV).Methods:Seventy-two SPF-grade C57BL/6 mice were randomly divided into a normal group and 1 day post-modeling, 4 days post-modeling, and 7 days post-modeling groups to establish an alkali burn-induced CNV model and determine the optimal time point for analysis.Another 90 mice were randomly assigned to five groups: alkali burn group, dimethyl sulfoxide (DMSO) group, PRMT1 inhibitor group, fibroblast growth factor 2 (FGF2) inhibitor group, and PRMT1 inhibitor combined with FGF2 group to evaluate the role of PRMT1 in CNV.Human umbilical vein endothelial cells (HUVECs) and murine macrophage-like RAW264.7 cells were used to establish a hypoxia/reoxygenation (H/R)-induced in vitro model to mimic the ischemic microenvironment.Cells were assigned to the following groups: control group, H/R group, H/R+ DMSO group, H/R+ si-NC group, H/R+ si-PRMT1 group, H/R+ si-FGF2 group, H/R+ PRMT1 inhibitor group, and H/R+ PRMT1 inhibitor+ FGF2 group.Corneal opacity and CNV areas were assessed by slit-lamp microscopy.Corneal structural changes and inflammatory cell count were determined by hematoxylin and eosin staining.PRMT1-positive cell count was determined by immunohistochemistry and the expression of PRMT1, CD31, vascular endothelial growth factor (VEGF), F4/80, CD206, and inducible nitric oxide synthase (iNOS) was assessed by immunofluorescence staining.The expression levels of macrophage markers, including F4/80, iNOS, CD206, interleukin-10 (IL-10), and arginase-1 (Arg-1), were quantified by real-time quantitative PCR and Western blot.Cell proliferation, migration, and angiogenic capacity were evaluated by functional assays including the CCK-8 assay, wound healing assay, Transwell migration assay, and tube formation assay.The research process followed the relevant regulations of the Visual and Ophthalmology Association, and the research plan was approved by the Laboratory Animal Committee of Wuhan University (No.20220504A). Results:Compared with the normal group, the 7 days post-modeling group showed significantly increased corneal opacity scores and CNV area, upregulated VEGF expression, and increased inflammatory cells (all P<0.05).The number of PRMT1-positive cells in the alkali burn group was (39.67±3.51) cells/visual field, which was significantly higher than (3.33±0.58) cells/visual field in the normal group ( t=17.68, P<0.01).Both mRNA and protein expression levels of PRMT1 and FGF2 were significantly elevated in the alkali burn group compared with the normal group (all P<0.01).Compared with the alkali burn group, the PRMT1 inhibitor group showed reduced corneal opacity scores, decreased CNV area, fewer inflammatory cells, and lower expression levels of PRMT1, FGF2, VEGF, Arg-1, IL-10 proteins, as well as CD206 mRNA (all P<0.05).Cell viability, migration distance, migration number, and tubes formed were significantly increased in the H/R group compared with the control group, significantly reduced in the H/R+ si-PRMT1 and H/R+ PRMT1 inhibitor groups compared with the H/R group and significantly increased in H/R+ PRMT1 inhibitor+ FGF2 group than in H/R+ PRMT1 inhibitor group (all P<0.05).Compared with the H/R group, the H/R+ PRMT1 inhibitor group exhibited reduced expression of FGF2, VEGFA, p-PI3K, and p-Akt, while those were upregulated in the H/R+ PRMT1 inhibitor+ FGF2 group compared with the H/R+ PRMT1 inhibitor group (all P<0.05).The proportions of CD206-positive cells in the H/R, H/R+ DMSO, H/R+ PRMT1 inhibitor, and H/R+ PRMT1 inhibitor+ FGF2 groups were all significantly higher than those in the control group, and significantly higher in the H/R, H/R+ DMSO, and H/R+ PRMT1 inhibitor+ FGF2 groups compared with the H/R+ PRMT1 inhibitor group (all P<0.05).Compared with the alkali burn group, the FGF2 inhibitor group, PRMT1 inhibitor group, and PRMT1 inhibitor+ FGF2 group all showed reduced corneal opacity scores, CNV area, and decreased number of VEGFA-, CD206-, and F4/80-positive cells, with the above indicators being lower in the PRMT1 inhibitor group compared with the FGF2 inhibitor and PRMT1 inhibitor+ FGF2 groups and higher in PRMT1 inhibitor+ FGF2 group than in the FGF2 inhibitor group (all P<0.05).Compared with the alkali burn group, the PRMT1 inhibitor group had decreased protein expression levels of FGF2, p-PI3K, p-Akt, CD31, VEGFA and Arg-1, with higher protein expression levels in the PRMT1 inhibitor+ FGF2 group than in the PRMT1 inhibitor group (all P<0.05). Conclusions:PRMT1 may regulate macrophage activation and anti-inflammatory polarization via the FGF2/PI3K/Akt signaling pathway, thereby promoting the occurrence and development of CNV.Targeted inhibition of PRMT1 may serve as an effective therapeutic strategy for CNV.
10.Construction and evaluation of automatic measurement model of panoramic ultrasound biomicroscopy images based on deep learning
Jian ZHU ; Yulin YAN ; Weiyan JIANG ; Shaowei ZHANG ; Xiaoguang NIU ; Xiao HU ; Biqing ZHENG ; Yanning YANG
Chinese Journal of Experimental Ophthalmology 2025;43(6):513-521
Objective:To develop and evaluate a deep learning-based automatic measurement model for panoramic ultrasound biomicroscopy (UBM) images.Methods:A diagnostic test study was conducted.Preoperative UBM examination results of 372 patients who underwent implantable collamer lens (ICL) implantation were collected at the Eye Center of Renmin Hospital of Wuhan University between February 2021 and March 2023.A total of 1 368 panoramic UBM images were obtained to establish an image database.The dataset was divided into a training set (760 images), a validation set (86 images) and an internal test set (522 images).An expert panel consisting of three ophthalmologists annotated the images.The UNet+ + network was used to automatically segment anterior segment tissues, such as the cornea, lens and iris.In addition, image processing techniques and geometric localization algorithms were developed to automatically identify the anatomical landmarks of pupil diameter (PD), anterior chamber depth (ACD), angle-to-angle distance (ATA) and sulcus-to-sulcus distance (STS) to complete the measurement of these parameters.Additionally, 480 panoramic UBM images of 135 patients (240 eyes) from Aier Eye Hospital of Wuhan University were used as an external test set to further evaluate the performance of the model in different centers.The consistency between the measurements from the model and expert panel, the Pentacam system was assessed.Finally, 150 images were randomly selected from the external test set for a human-machine comparison to further evaluate the model's performance.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Renmin Hospital of Wuhan University (No.WDRY-2022-K109) and Aier eye Hospital of Wuhan University (No.2023IRBKY120903).Written informed consent was obtained from each subject.Results:In the internal test dataset and external test dataset, with manual labeling as the reference standard, the model achieved a mean Dice coefficient of not less than 0.882.At least 95.65% of the anatomical landmark localization results had Euclidean distance differences within 250 μm.The intraclass correlation coefficients (ICCs) for the measurements of PD, ACD, angle-to-angle ATA, and STS were at least 0.958, with mean relative errors not exceeding 2.407%.With the Pentacam measurements as the reference standard, the ICCs for PD in the internal and external test sets were 0.540 and 0.466, respectively, while the ICCs for ACD were 0.946 and 0.908, respectively.In the human-machine comparison, the ICCs between the model's measurements and those of senior experts were all not lower than 0.969.Conclusions:The deep learning-based model can automatically measure anterior segment parameters from preoperative panoramic UBM images of patients undergoing ICL surgery.The model demonstrates a consistency comparable to that of senior experts, while providing higher efficiency.In terms of ACD measurement, the model shows good agreement between the measurements obtained from the model and Pentacam system.

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