1.Application and progress of artificial intelligence in the analysis of retinal vascular parameters
Zhaoyang ZHAO ; Huilin LI ; Yanfeng SHANG ; Sisi MENG ; Shaofeng HAO
International Eye Science 2025;25(5):787-791
This review summarizes the applications and advancements of artificial intelligence(AI)in the analysis of retinal vascular parameters. Retinal vascular parameters, including vessel diameter, fractal dimension, vascular tortuosity, branching angles, and vessel density, are important indicators for assessing changes in the retinal vascular network structure. These parameters are not only related to various ophthalmic diseases but also reflect the conditions of systemic diseases such as diabetes and Alzheimer's disease. This article provides a detailed discussion on the advantages of AI technology in the automated identification and quantification of retinal vascular parameters, particularly in improving measurement efficiency and accuracy, and enabling the early detection and monitoring of various diseases. Additionally, the challenges faced by AI in the analysis of retinal vascular parameters were discussed, such as data standardization and insufficient sample diversity, and proposes directions for future research. By thoroughly analyzing the application of AI in retinal vascular parameter analysis, this article aims to offer new perspectives and methods for clinical diagnosis and early intervention of diseases, holding significant clinical significance and application prospects.
2.Pathological Mechanism of Diabetes Based on NF-κB Signaling Pathway and Traditional Chinese Medicine Intervention: A Review
Menglu WANG ; Lu SHI ; Changhao HE ; Yongcheng AN ; Yinglan LYU ; Chen WANG ; Huimin LI ; Huilin ZHANG ; Yan HUANG ; Wanxin FU ; Ziyi SHAN ; Baosheng ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(5):246-255
As people's living standards improve, the development trend of diabetes has gradually become severe. Diabetes is a chronic inflammatory disease associated with abnormal expression of nuclear factor-kappa B (NF-κB) in patients. NF-κB exists in various tissue cells and participates in the regulation of a variety of genes related to immune function and inflammation. Varieties of factors can activate NF-κB when the body is stimulated by external factors, so as to produce inflammation and other reactions. Previous studies on NF-κB mainly focus on cancer, and the pathological mechanism of the treatment of diabetes by related signaling pathways and the progress of traditional Chinese medicine (TCM) treatment have not been systematically elaborated on. By referring to the relevant literature in China and abroad, it was found that NF-κB is not isolated in the development and progression of diabetes but is associated with signal molecules related to inflammation, oxidative stress, and energy metabolism, and it is involved in mediating inflammation, pancreatic β cell apoptosis, insulin signal transduction, and other physiological functions. Therefore, blocking the transmission of NF-κB signaling pathway is beneficial to the treatment of diabetes. At present, Western medicine for the treatment of diabetes mainly includes oral hypoglycemic drugs and insulin injections, but the adverse reactions are obvious. TCM has been characterized by multi-target, extensive action, and excellent curative effects in the treatment of diabetes. TCM and its compounds with functions of tonifying Qi and promoting blood circulation, regulating qi and eliminating phlegm, clearing heat and detoxifying, and nourishing Yin and moistening dryness can effectively intervene in the abnormal expression of NF-κB signaling pathway in vivo through anti-inflammatory effects. In this paper, the association between NF-κB signaling pathway and diabetes was summarized, and the modern research progress of TCM intervention of NF-κB signaling pathway in the treatment of diabetes in the past five years was reviewed, so as to lay a laboratory foundation for the study of a new pathological mechanism of diabetes based on NF-κB signaling pathway and provide new targets and research direction for the prevention and treatment of diabetes and development of related TCM.
3.Earthworm Protein Protects Vascular Endothelial Function in Spontaneously Hypertensive Rats via PI3K/Akt/Nrf2 Signaling Pathway
Huilin ZHAO ; Xiaojing LI ; Lirong WANG ; Yaohui HUO ; Yun LI ; Tianlong DING ; Kai LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(2):118-126
ObjectiveTo observe the effect of earthworm protein on the expression of phosphatidylinositol 3-kinase/protein kinase B/nuclear factor E2-related factor 2 (PI3K/Akt/Nrf2) pathway in the aorta of spontaneously hypertensive rats (SHR) and explore mechanism of earthworm protein in treating hypertensive vascular endothelial dysfunction (VED). MethodTen 10-week-old Wistar Kyoto (WKY) rats and fifty SHR rats were selected for a week of adaptive feeding. WKY rats were selected as the normal group, and fifty SHR rats were randomized according to body weight into model, valsartan (8×10-3 g·kg-1·d-1), and high-, medium-, and low-dose (0.2, 0.1, 0.05 g·kg-1·d-1, respectively) earthworm protein groups. The normal and model groups were administrated with equal volume of double distilled water by gavage. During the drug intervention period, the general situations of rats in each group were observed and their blood pressure was monitored at specific time points every other week before and after administration. After 8 weeks of drug intervention, enzyme-linked immunosorbent assay was employed to measure the levels of angiotensin-Ⅱ (Ang-Ⅱ) and endothelin-1 (ET-1) in the serum of rats in each group. The corresponding kits were used to determine the levels of nitric oxide (NO), malondialdehyde (MDA), glutathione peroxidase (GPX), superoxide dismutase (SOD), and ferrous ion (Fe2+). Hematoxylin-eosin (HE) staining was employed to observe the changes in the intima of the aorta. Fluorescence quantitative polymerase chain reaction (Real-time PCR) was employed to measure the mRNA levels of PI3K, Akt, Nrf2, heme oxygenase-1 (HO-1), and glutathione peroxidase 4 (GPX4) in the aortic tissue. Western blotting was used to determine the protein levels of p-PI3K (Tyr467/199), PI3K, p-Akt (Ser473), Akt, Nrf2, HO-1, and GPX4 in the thoracic aorta. ResultCompared with the normal group, the model group had decreased body mass, increased irritability, severe endothelial damage, elevated blood pressure and serum levels of Ang-Ⅱ, ET1, MDA, and Fe2+ (P<0.01), lowered NO level (P<0.01), and down-regulated mRNA and protein levels of p-PI3K (Tyr467/199), PI3K, p-Akt (Ser473), Akt, Nrf2, HO-1, and GPX4 in the aortic tissue (P<0.01). Compared with the model group, drug intervention caused no significant change in the body mass, calmed the rats, alleviated the endothelial damage, lowered blood pressure and serum levels of Ang-Ⅱ, ET1, MDA, and Fe2+ (P<0.01), elevated the NO level (P<0.05), and up-regulated the mRNA and protein levels of p-PI3K (Tyr467/199), PI3K, p-Akt (Ser473), Akt, Nrf2, HO-1, and GPX4 (P<0.05). ConclusionThe earthworm protein can exert antihypertensive effects by ameliorating VED in SHR. Specifically, it may regulate the PI3K/Akt/Nrf2 signaling pathway to inhibit oxidative stress and ferroptosis.
4.Effect and Mechanism of Water Extract of Mori Folium on Oxidative Stress in Adipose Tissue of T2DM Mice
Huilin ZHANG ; Yongcheng AN ; Changhao HE ; Yan HUANG ; Wanxin FU ; Menglu WANG ; Ziyi SHAN ; Yuhang DU ; Jiamei XIE ; Zhanhong JIA ; Baosheng ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(11):43-50
ObjectiveTo observe the effect of water extract of Mori Folium (MLE) on oxidative stress in adipose tissue of type 2 diabetes mellitus (T2DM) mice and explore its mechanism. MethodTwenty-four male db/db mice were randomly divided into model group, metformin group, low-dose MLE (MLE-L) group, and high-dose MLE (MLE-H) group according to their body weight and blood glucose, with six mice in each group, and other six C57BLKS/JGpt wild littermate mice were selected as normal group. The mice in the metformin group were given 200 mg·kg-1 metformin suspension, and the mice in the MLE-L and MLE-H groups were respectively given 2 g·kg-1 and 4 g·kg-1 MLE, while the mice in the normal group and model group were given the same dose of deionized water by daily gavage for eight weeks. Body weight, subcutaneous fat index, fasting blood glucose (FBG), and oral glucose tolerance level (OGTT) of the mice were detected, and serum superoxide dismutase (SOD), glutathione peroxidase (GSH-Px), and malondialdehyde (MDA) were measured. The expression levels of silent information regulator 1 (SIRT1) and NADPH oxidase type 4 (NOX4) protein in subcutaneous adipose tissue of the mice were detected by Western blot. ResultThe FBG level, OGTT, and subcutaneous fat index of T2DM mice were significantly decreased (P<0.05, P<0.01) after administration of MLE compared with the blank group. The contents of serum SOD and GSH were significantly increased, while the level of oxidative stress damage marker MDA was significantly decreased (P<0.05, P<0.01). The expression of SIRT1 protein in adipose tissue was significantly increased, while the expression of NOX4 protein was significantly decreased (P<0.05, P<0.01). ConclusionMLE can ameliorate T2DM by alleviating oxidative stress in adipose tissue of T2DM mice and reducing blood glucose.
5.Protective Effect and Mechanism of Mori Folium Extract on Kidney of db/db Diabetic Mice
Yan HUANG ; Huilin ZHANG ; Changhao HE ; Yongcheng AN ; Wanxin FU ; Menglu WANG ; Ziyi SHAN ; Yuhang DU ; Jiamei XIE ; Zhanhong JIA ; Baosheng ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(11):51-59
ObjectiveTo investigate the protective effects of Mori Folium extract (MLE) on the kidney of db/db diabetic mice and its mechanism. MethodTwenty-four male C57BLKS/JGpt-Leprdb/Leprdb (db/db) mice were randomly divided into model group, metformin group, low-dose group of MLE (MLE-L), and high-dose group of MLE (MLE-H) according to their fasting blood glucose (FBG), with six mice in each group, and other six C57BLKS/JGpt wild littermate (m/m) mice were selected as normal group. The mice in the drug administration groups were given corresponding drugs by gavage, and the mice in the normal group and model group were given the same dose of deionized water by gavage once a day for continuous eight weeks. Body weight, bilateral kidney weight, and FBG were measured, and an oral glucose tolerance test (OGTT) was performed. The pathological changes in the kidney tissue of mice were observed by hematoxylin-eosin (HE) and periodic acid-silver (PAS) staining, and serum creatinine (SCr) and blood urea nitrogen (BUN) levels were detected. Enzyme-linked immunosorbent assay (ELISA) was used to detect the levels of tumor necrosis factor-alpha (TNF-α) and interleukin-6 (IL-6) in serum and urinary microalbumin (U-mAlb) of mice. The expression levels of toll-like receptor 4 (TLR4), myeloid differentiation factor 88 (MyD88), and nuclear factor-kappa B p65 (NF-κB p65) protein in kidney tissue of mice were tested by Western blot. ResultCompared with the normal group, the body weight, absolute renal weight, FBG, and the area under the curve (AUC) of OGTT of mice in the model group were significantly increased (P<0.01), and the levels of SCr, BUN, and U-mAlb, as well as TNF-α and IL-6 in serum were significantly increased (P<0.01). The glomerular basement membrane in the kidney tissue of mice was thicker, with obvious inflammatory cell infiltration. The protein expression levels of TLR4, MyD88, and NF-κB p65 in the kidney tissue of mice were increased significantly (P<0.01). Compared with the model group, there was no statistical difference in the body weight of mice in each drug administration group. The absolute renal weight of mice in the MLE-H and metformin groups was significantly reduced (P<0.05, P<0.01). The FBG levels of mice in the metformin, MLE-L, and MLE-H groups started to decrease after treatment for four to eight weeks (P<0.05, P<0.01). The AUC of mice in the MLE-H and metformin groups was significantly decreased (P<0.01). The levels of SCr, BUN, and U-mAlb of mice in the MLE-H and metformin groups were significantly decreased (P<0.01), and those of SCr and U-mAlb of mice in the MLE-L group were significantly decreased (P<0.01). The levels of TNF-α and IL-6 in the serum of mice in the MLE-H and metformin groups were significantly decreased (P<0.01). The renal tissue pathology of mice in each drug administration group was improved to varying degrees, and the protein expression levels of TLR4, MyD88, and NF-κB p65 in the MLE-H group were decreased significantly (P<0.05, P<0.01). ConclusionMLE can improve the renal structure and function of db/db diabetic mice, and its mechanism may be related to the inhibition of the TLR4/MyD88/NF-κB signaling pathway.
6.Extraction Process and Mechanism of Active Ingredients of Mori Folium for Lowering Blood Glucose: A Review
Jiamei XIE ; Huilin ZHANG ; Yan HUANG ; Menglu WANG ; Yuhang DU ; Changhao HE ; Yongcheng AN ; Wanxin FU ; Ziyi SHAN ; Baosheng ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(11):60-69
Mori Folium, the dried leaves of Morus alba, is widely used in clinical practice for dispersing wind and heat, clearing the lung and moistening dryness, soothing the liver and improving vision, and cooling blood and stopping bleeding. It has been used to regulate blood glucose since ancient times, and modern studies have shown that the active components of Mori Folium for lowering blood glucose mainly include flavonoids, alkaloids, polysaccharides, and phenols. These components are mainly extracted by solvents such as water and alcohols with the assistance of ultrasound and microwave. In addition, new extraction methods are emerging, such as CO2 supercritical fluid extraction, enzymatic hydrolysis, and cloud point extraction. Mori Folium lowers blood glucose via multiple components, pathways, and targets. Specifically, it can improve glucose and lipid metabolism, protect pancreatic β cells, and alleviate insulin resistance to reduce the damage caused by hyperglycemia and restore normal physiological functions. Although a large number of studies have been carried out on diabetes, the causes and radical treatment methods remain to be explored, and diabetes is still a major disease that endangers human health and needs to be solved urgently. The articles about extraction process and mechanism of active components in Mori Folium for lowering blood glucose were retrieved from the China National Knowledge Infrastructure (CNKI), Web of Science, and PubMed. We analyzed the applicable extraction methods for the blood glucose-lowering components such as flavonoids, polysaccharides, and alkaloids in Mori Folium, and compared the conventional and emerging methods. Furthermore, we summarized our research achievements in the extraction of active components from Mori Folium and the blood glucose-lowering effect and mechanisms. This review aims to provide theoretical support for the optimization of the extraction process, the research on the blood glucose-lowering components and mechanism, and the development of new drugs and clinical application of Mori Folium.
7.Effect of preoperative immune checkpoint inhibitors on reducing residual lymph node metastases in patients with gastric cancer: a retrospective study
Xinhua CHEN ; Hexin LIN ; Yuehong CHEN ; Xiaodong WANG ; Chaoqun LIU ; Huilin HUANG ; Huayuan LIANG ; Huimin ZHANG ; Fengping LI ; Hao LIU ; Yanfeng HU ; Guoxin LI ; Jun YOU ; Liying ZHAO ; Jiang YU
Chinese Journal of Gastrointestinal Surgery 2024;27(7):694-701
Objective:To investigate the effect of immune checkpoint inhibitors on reducing residual lymph node metastasis in patients with gastric cancer.Methods:The cohort of this retrospective study comprised patients from Nanfang Hospital of Southern Medical University and the First Affiliated Hospital of Xiamen University who had undergone systemic treatment prior to gastrectomy with D2 lymphadenectomy and had achieved Grade 1 primary tumor regression (TRG1) from January 2014 to December 2023. After exclusion of patients who had undergone preoperative radiotherapy, data of 58 patients (Nanfang Hospital: 46; First Affiliated Hospital of Xiamen University: 12) were analyzed. These patients were allocated to preoperative chemotherapy (Chemotherapy group, N=36 cases) and preoperative immunotherapy plus chemotherapy groups (Immunotherapy group, N=22 cases). There were no significant differences between these groups in sex, age, body mass index, diabetes, tumor location, pathological type, Lauren classification, tumor differentiation, pretreatment depth of invasion by primary tumor, pretreatment lymph node stage, pretreatment clinical stage, mismatch repair protein status, number of preoperative treatment cycles, or duration of preoperative treatment (all P>0.05). The primary outcome measure was postoperative lymph node downstaging. Secondary outcomes included postoperative depth of invasion by tumor, number of lymph nodes examined, and factors affecting residual lymph node metastasis status. Results:Lymph node downstaging was achieved significantly more often in the Immunotherapy group than the Chemotherapy group (pN0: 90.9% [20/22] vs. 61.1% [22/36]; pN1: 4.5% [1/22] vs. 36.1% [13/36]; pN2: 4.5% [1/22) vs. 0; pN3: 0 vs. 2.8% [1/36], Z=-2.315, P=0.021). There were no significant difference between the two groups in number of lymph nodes examined (40.5±16.3 vs. 40.8±17.5, t=0.076, P=0.940) or postoperative depth of invasion by primary tumor (pT1a: 50.0% [11/22] vs. 30.6% [11/36]; pT1b: 13.6% [3/22] vs. 19.4% [7/36]; pT2: 13.6% [3/22] vs. 13.9% [5/36]; pT3: 13.6% [3/22] vs. 25.0% [9/36]; pT4a: 9.1% [2/22] vs. 11.1% [4/36], Z=-1.331, P=0.183). Univariate analysis revealed that both preoperative treatment regimens were associated with residual lymph node metastasis status in patients whose primary tumor regression was TRG1 (χ 2=6.070, P=0.014). Multivariate analysis incorporated the following factors: pretreatment depth of invasion by primary tumor, pretreatment lymph node stage, pretreatment clinical stage, number of preoperative treatment cycles, and preoperative treatment duration. We found that a combination of immunotherapy and chemotherapy administered preoperatively was an independent protective factor for reducing residual lymph node metastases in study patients whose primary tumor regression was TRG1 (OR=0.147, 95%CI: 0.026–0.828, P=0.030). Conclusion:Compared with preoperative chemotherapy alone, a combination of preoperative immunotherapy and chemotherapy achieved greater reduction of residual lymph node metastases in the study patients who achieved TRG1 tumor regression in their primary lesions.
8.Establishment of a Predictive Model for the Diagnosis of Benign and Malignant Thyroid Nodules via Multimodal Ultrasound Combined with Thyroid Hormone
Meng ZHANG ; Zhuang JIN ; Huilin ZHAO ; Shouchao LI ; Junying CAO
Chinese Journal of Medical Imaging 2024;32(1):14-20
Purpose To construct a benign and malignant prediction model of thyroid nodules based on ultrasound image features and clinical features,and to evaluate its diagnostic efficacy.Materials and Methods The data of 121 patients diagnosed with thyroid nodules admitted to the General Hospital of Northern Theater Command from September 2020 to March 2022 were retrospectively analyzed.Taken surgical pathology as the gold standard,there were 70 benign nodules and 51 malignant nodules.Logistic regression was used to analyze the ultrasound image characteristics and clinical data of thyroid nodules,and the characteristic indexes with statistical differences were obtained and a comprehensive prediction model was established.Results There were significant differences in the maximum diameter,morphology,calcification,capsule continuity,blood flow grade,elastography score and contrast-enhanced ultrasound characteristics between benign and malignant thyroid nodules(χ2=11.709,17.707,6.901,12.785,16.984,57.095,98.854,all P<0.05).There were significant differences in age,free thyroxine/free thyroxine ratio,and free thyroxine between the two groups(χ2/t=5.944,2.519,-2.468,all P<0.05).The sensitivity,specificity and accuracy of the clinical model,ultrasonic characteristic model and ultrasonic-clinical combined model were 55.7%,98.6%and 97.0%;72.5%,94.1%and 96.1%;and 61.9%,95.1%and 95.9%,respectively.The area under the curve of the three models were 0.619,0.991 and 0.994,respectively.The diagnostic efficiency of the ultrasonic characteristic model and the combined model was superior to the clinical model,and the difference was statistically significant(Z=-1.75,-2.25,P=0.039,0.012).The area under the curve of the combined model was greater than that of the multi-modal ultrasound model,however,the difference was not statistically significant(Z=-1.60,P=0.054).Conclusion Both the multimodal ultrasound model and the clinical model have certain diagnostic value in predicting benign and malignant thyroid nodules.The diagnostic efficiency of the multimodal ultrasound model is higher than that of the clinical model,and the combined prediction model of the two can improve the diagnostic value.
9.Effect of preoperative immune checkpoint inhibitors on reducing residual lymph node metastases in patients with gastric cancer: a retrospective study
Xinhua CHEN ; Hexin LIN ; Yuehong CHEN ; Xiaodong WANG ; Chaoqun LIU ; Huilin HUANG ; Huayuan LIANG ; Huimin ZHANG ; Fengping LI ; Hao LIU ; Yanfeng HU ; Guoxin LI ; Jun YOU ; Liying ZHAO ; Jiang YU
Chinese Journal of Gastrointestinal Surgery 2024;27(7):694-701
Objective:To investigate the effect of immune checkpoint inhibitors on reducing residual lymph node metastasis in patients with gastric cancer.Methods:The cohort of this retrospective study comprised patients from Nanfang Hospital of Southern Medical University and the First Affiliated Hospital of Xiamen University who had undergone systemic treatment prior to gastrectomy with D2 lymphadenectomy and had achieved Grade 1 primary tumor regression (TRG1) from January 2014 to December 2023. After exclusion of patients who had undergone preoperative radiotherapy, data of 58 patients (Nanfang Hospital: 46; First Affiliated Hospital of Xiamen University: 12) were analyzed. These patients were allocated to preoperative chemotherapy (Chemotherapy group, N=36 cases) and preoperative immunotherapy plus chemotherapy groups (Immunotherapy group, N=22 cases). There were no significant differences between these groups in sex, age, body mass index, diabetes, tumor location, pathological type, Lauren classification, tumor differentiation, pretreatment depth of invasion by primary tumor, pretreatment lymph node stage, pretreatment clinical stage, mismatch repair protein status, number of preoperative treatment cycles, or duration of preoperative treatment (all P>0.05). The primary outcome measure was postoperative lymph node downstaging. Secondary outcomes included postoperative depth of invasion by tumor, number of lymph nodes examined, and factors affecting residual lymph node metastasis status. Results:Lymph node downstaging was achieved significantly more often in the Immunotherapy group than the Chemotherapy group (pN0: 90.9% [20/22] vs. 61.1% [22/36]; pN1: 4.5% [1/22] vs. 36.1% [13/36]; pN2: 4.5% [1/22) vs. 0; pN3: 0 vs. 2.8% [1/36], Z=-2.315, P=0.021). There were no significant difference between the two groups in number of lymph nodes examined (40.5±16.3 vs. 40.8±17.5, t=0.076, P=0.940) or postoperative depth of invasion by primary tumor (pT1a: 50.0% [11/22] vs. 30.6% [11/36]; pT1b: 13.6% [3/22] vs. 19.4% [7/36]; pT2: 13.6% [3/22] vs. 13.9% [5/36]; pT3: 13.6% [3/22] vs. 25.0% [9/36]; pT4a: 9.1% [2/22] vs. 11.1% [4/36], Z=-1.331, P=0.183). Univariate analysis revealed that both preoperative treatment regimens were associated with residual lymph node metastasis status in patients whose primary tumor regression was TRG1 (χ 2=6.070, P=0.014). Multivariate analysis incorporated the following factors: pretreatment depth of invasion by primary tumor, pretreatment lymph node stage, pretreatment clinical stage, number of preoperative treatment cycles, and preoperative treatment duration. We found that a combination of immunotherapy and chemotherapy administered preoperatively was an independent protective factor for reducing residual lymph node metastases in study patients whose primary tumor regression was TRG1 (OR=0.147, 95%CI: 0.026–0.828, P=0.030). Conclusion:Compared with preoperative chemotherapy alone, a combination of preoperative immunotherapy and chemotherapy achieved greater reduction of residual lymph node metastases in the study patients who achieved TRG1 tumor regression in their primary lesions.
10.Design and preclinical study of a fracture reduction and fixation system
Daqiang XU ; Jiali ZHAO ; Huanjian SUN ; Huilin YANG
Journal of Clinical Medicine in Practice 2024;28(11):63-67
Objective To investigate the safety, efficacy, and clinical value of a fracture reduction and fixation system. Methods The design and application of components [Kirschner wire (K-wire) limiter and K-wire guiding locking device] of the fracture reduction and fixation system were described. Six surgeons implanted K-wires into synthetic bones using the K-wire limiter or by perception respectively, and the length of K-wire protrusion was assessed. K-wire guiding locking device combined with locking plates and two 1.5 mm K-wires, two 1.5 mm K-wires, as well as two 2.0 mm K-wires were used to fix a fracture model constructed by synthetic bones, and the torque at failure was measured. Results The K-wire limiter reduced the length of K-wire protrusion(


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