1.Value of different noninvasive diagnostic models in the diagnosis of esophageal and gastric varices with significant portal hypertension in compensated hepatitis B cirrhosis
Cheng LIU ; Jiayi ZENG ; Mengbing FANG ; Zhiheng CHEN ; Bei GUI ; Fengming ZHAO ; Jingkai YUAN ; Chaozhen ZHANG ; Meijie SHI ; Yubao XIE ; Xiaoling CHI ; Huanming XIAO
Journal of Clinical Hepatology 2025;41(2):263-268
ObjectiveTo investigate the value of different noninvasive diagnostic models in the diagnosis of esophageal and gastric varices since there is a high risk of esophageal and gastric varices in patients with compensated hepatitis B cirrhosis and significant portal hypertension, and to provide a basis for the early diagnosis of esophageal and gastric varices. MethodsA total of 108 patients with significant portal hypertension due to compensated hepatitis B cirrhosis who attended Guangdong Provincial Hospital of Traditional Chinese Medicine from November 2017 to November 2023 were enrolled, and according to the presence or absence of esophageal and gastric varices under gastroscopy, they were divided into esophageal and gastric varices group (GOV group) and non-esophageal and gastric varices group (NGOV group). Related data were collected, including age, sex, imaging findings, and laboratory markers. The chi-square test was used for comparison of categorical data between groups; the least significant difference t-test was used for comparison of normally distributed continuous data between groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between groups. The receiver operating characteristic (ROC) curve was plotted to evaluate the diagnostic value of five scoring models, i.e., fibrosis-4 (FIB-4), LOK index, LPRI, aspartate aminotransferase-to-platelet ratio index (APRI), and aspartate aminotransferase/alanine aminotransferase ratio (AAR). The binary logistic regression method was used to establish a combined model, and the area under the ROC curve (AUC) was compared between the combined model and each scoring model used alone. The Delong test was used to compare the AUC value between any two noninvasive diagnostic models. ResultsThere were 55 patients in the GOV group and 53 patients in the NGOV group. Compared with the NGOV group, the GOV group had a significantly higher age (52.64±1.44 years vs 47.96±1.68 years, t=0.453, P<0.05) and significantly lower levels of alanine aminotransferase [42.00 (24.00 — 17.00) U/L vs 82.00 (46.00 — 271.00) U/L, Z=-3.065, P<0.05], aspartate aminotransferase [44.00 (32.00 — 96.00) U/L vs 62.00 (42.50 — 154.50) U/L,Z=-2.351, P<0.05], and platelet count [100.00 (69.00 — 120.00)×109/L vs 119.00 (108.50 — 140.50)×109/L, Z=-3.667, P<0.05]. The ROC curve analysis showed that FIB-4, LOK index, LPRI, and AAR used alone had an accuracy of 0.667, 0.681, 0.730, and 0.639, respectively, in the diagnosis of esophageal and gastric varices (all P<0.05), and the positive diagnostic rates of GOV were 69.97%, 65.28%, 67.33%, and 58.86%, respectively, with no significant differences in AUC values (all P>0.05), while APRI used alone had no diagnostic value (P>0.05). A combined model (LAF) was established based on the binary logistic regression analysis and had an AUC of 0.805 and a positive diagnostic rate of GOV of 75.80%, with a significantly higher AUC than FIB-4, LOK index, LPRI, and AAR used alone (Z=-2.773,-2.479,-2.206, and-2.672, all P<0.05). ConclusionFIB-4, LOK index, LPRI, and AAR have a similar diagnostic value for esophageal and gastric varices in patients with compensated hepatitis B cirrhosis and significant portal hypertension, and APRI alone has no diagnostic value. The combined model LAF had the best diagnostic efficacy, which provides a certain reference for clinical promotion and application.
2.Research Progress on Qingwen Baidu Decoction and Its Active Ingredients in Prevention of Lung Injury
Xiaojie LIN ; Xianan WEN ; Qiaolin ZENG ; Li WANG ; Yuanru ZHENG ; Jie ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(9):315-322
Acute lung injury (ALI) is a common and highly lethal clinical syndrome characterized by acute progressive respiratory failure. Currently, the treatment of ALI primarily involves respiratory support therapy and symptomatic pharmacotherapy, yet there is still a lack of specific and effective pharmacological treatments. Qingwen Baidu decoction is a traditional Chinese medicine formula that has the effects of clearing heat, removing toxin, cooling blood, and purging fire. Its pharmacological effects include anti-inflammatory, antipyretic, antibacterial, antiviral, sedative, and so on. The flavonoids, phenols, terpenes, and other components contained in this formula have strong pharmacological activity, which can regulate the inflammatory response caused and oxidative stress in ALI and maintain the integrity of alveolar-capillary barrier (ACB) by anti-apoptosis, anti-pathogen infection, and anti-pulmonary fibrosis, thereby improving the pathological changes of lung tissue. Among them, flavonoids have been reported more, and their mechanism of action is complex and diverse. For example, quercetin, luteolin, and baicalin act on multiple important targets, such as signal transducer and activator of transcription 3 (STAT3), mitogen-activated protein kinase 3 (MAPK3), etc. and participate in the regulation of Toll-like receptor 4 (TLR4)/myeloid differentiation primary response 88 (MyD88)/nuclear factor kappa B (NF-κB), nuclear factor erythroid 2-related factor 2(Nrf2)/Kelch-like ECH-associated protein 1 (Keap1), and silent information regulator 1 (SIRT1)/forkhead box protein O1 (FoxO1) signaling pathways, thereby intervening in pathological events such as inflammation, oxidative stress, cell apoptosis, and fibrosis. This paper aims to review the research progress on Qingwen Baidu decoction and its active ingredients in the prevention and treatment of lung injury in the expectation of providing reference for its subsequent pharmacological mechanism research and theoretical support for its clinical application and drug development in the treatment of ALI.
3.Influencing factors and network analysis of aggressive behavior among Chinese college students based on propensity score matching
ZENG Rui, ZHAO Mengxiao, HU Mengmeng, LIU Xin, CHANG Hongjuan
Chinese Journal of School Health 2025;46(3):358-363
Objective:
To explore the influencing factors and network structure of aggressive behaviors among college students based on propensity score matching (PSM), so as to provide precise targeted interventions for the prevention and improvement of aggressive behaviors among college students.
Methods:
A total of 2 652 college students were selected by convenient sampling method from three colleges in Wuhan, Hubei Province in June 2023. Questionnaire surveys were carried out by using the Buss-Warren Aggression Questionnaire (BWAQ), Ruminative Responses Scale (RRS), Cognitive Emotion Regulation Questionnaire-Chinese Version (CERQ-C), Family APGAR Index (APGAR) ,Brief Fear of Negative Evaluation Scale (BFNES).By bias score matching (PSM) for 1∶1 matching, univariate and multivariate Logistic regression analysis, and network analysis were conducted on the college students.
Results:
College students with higher levels of ruminant thinking,non adaptive emotional regulation and fear of negative appraisal were more likely to have highly aggressive behaviors( OR =1.14,1.18,1.06),and those with higher adaptive emotional regulation and family care index were more likely to have highly aggressive behaviors ( OR =0.88,0.82)( P < 0.01 ). Network structure was significantly different between the two groups ( M =0.27, P <0.05). The core affective factors of college students with high levels of aggressive behavior were brooding reflective pondering and symptom rumination( EI =3.50, 3.49, 3.48 ),low aggressive behavior college students core affective factors were adaptive emotion regulation growth and non adaptive emotion regulation( EI =4.37, 4.12, 4.08).
Conclusion
Factors affecting Chinese college students aggressive behaviors are of different characteristics on different behaviour types, and targeted interventions should be adopted to reduce aggressive behaviors of college students.
4.Panax notoginseng saponins regulate differential miRNA expression in osteoclast exosomes and inhibit ferroptosis in osteoblasts
Hongcheng TAO ; Ping ZENG ; Jinfu LIU ; Zhao TIAN ; Qiang DING ; Chaohui LI ; Jianjie WEI ; Hao LI
Chinese Journal of Tissue Engineering Research 2025;29(19):4011-4021
BACKGROUND:Steroid-induced femoral head necrosis is mostly caused by long-term and extensive use of hormones,but its specific pathogenesis is not yet clear and needs further study. OBJECTIVE:To screen out the differential miRNAs in osteoclast exosomes after the intervention of Panax notoginseng saponins,and on this basis,to further construct an osteogenic-related ferroptosis regulatory network to explore the potential mechanism and research direction of steroid-induced osteonecrosis of the femoral head. METHODS:MTT assay was used to detect the toxic effects of different concentrations of dexamethasone and different mass concentrations of Panax notoginseng saponins on Raw264.7 cell line.Tartrate resistant acid phosphatase staining and TUNEL assay were used to detect the effects of Panax notoginseng saponins on osteoclast inhibition and apoptosis.Exosomes were extracted from cultured osteoclasts with Panax notoginseng saponins intervention.Exosomes from different groups were sequenced to identify differentially expressed miRNAs.CytoScape 3.9.1 was used to construct and visualize the regulatory network between differentially expressed miRNAs and mRNAs.Candidate mRNAs were screened by GO analysis and KEGG analysis.Finally,the differential genes related to ferroptosis were screened out,and the regulatory network of ferroptosis-related genes was constructed. RESULTS AND CONCLUSION:(1)The concentration of dexamethasone(0.1 μmol/L)and Panax notoginseng saponins(1 736.85 μg/mL)suitable for intervention of Raw264.7 cells was determined by MTT assay.(2)Panax notoginseng saponins had an inhibitory effect on osteoclasts and could promote their apoptosis.(3)Totally 20 differentially expressed miRNAs were identified from osteoclast-derived exosome samples,and 11 differentially expressed miRNAs related to osteogenesis were predicted by target mRNAs.The regulatory networks of 4 up-regulated differentially expressed miRNAs corresponding to 155 down-regulated candidate mRNAs and 7 down-regulated differentially expressed miRNAs corresponding to 238 up-regulated candidate mRNAs were constructed.(4)Twenty-four genes related to ferroptosis were screened out from the differential genes.Finally,12 networks were constructed(miR-98-5p/PTGS2,miR-23b-3p/PTGS2,miR-425-5p/TFRC,miR-133a-3p/TFRC,miR-185-5p/TFRC,miR-23b-3p/NFE2L2,miR-23b-3p/LAMP2,miR-98-5p/LAMP2,miR-182-5p/LAMP2,miR-182-5p/TLR4,miR-23b-3p/ZFP36,and miR-182-5p/ZFP36).These results indicate that Panax notoginseng saponins may regulate osteoblast ferroptosis by regulating the expression of miRNAs derived from osteoclast exosomes,thus providing a new idea for the study of the mechanism of steroid-induced femoral head necrosis.
5.Effects of Electroacupuncture at "Fengchi" (GB 20), "Waiguan" (TE 5), and "Yanglingquan" (GB 34) on Nociceptive Sensitization and PKC/TRPV1 Pathway in the Trigeminal Ganglion of Chronic Migraine Model Rats
Yixiang ZENG ; Runze TU ; Shucong ZHAO ; Yang YANG ; Haojia WEN ; Zhuozhong HE ; Shengli ZHOU ; Lei TAN ; Ke HE ; Lei FU
Journal of Traditional Chinese Medicine 2025;66(3):283-289
ObjectiveTo explore the possible mechanisms of electroacupuncture at Fengchi (GB 20), Waiguan (TE 5), and Yanglingquan (GB 34) in treating chronic migraine from the perspective of nociceptive sensitization. MethodsForty SPF-grade SD rats were randomly divided into blank group, model group, electroacupuncture group, electroacupuncture + agonist group, and inhibitor group, with 8 rats in each group. Except for the blank group, rats were injected intraperitoneally with nitroglycerin to establish a chronic migraine rat model. After successful modeling, the electroacupuncture group received electroacupuncture at bilateral "Fengchi" (GB 20), "Waiguan" (TE 5), and "Yanglingquan" (GB 34) for 30 minutes each session. The electroacupuncture + agonist group received the same electroacupuncture treatment and additional injection of protein kinase C (PKC) agonist Phorbol 12-myristate 13-acetate (1.0 ng/μl, 25 μl) via the infraorbital foramen. The inhibitor group received PKC inhibitor Chelerythrine Chloride (1.0 ng/μl, 10 μl) via the infraorbital foramen. The blank group, model group, and inhibitor group underwent restraint for 30 minutes without other interventions. All groups were continuously intervened for 5 days. After the intervention, the nociceptive thresholds (mechanical and thermal pain) of the periorbital area and hind paw were measured. The expression levels of transient receptor potential vanillic acid subtype 1 (TRPV1), phosphorylated TRPV1 (p-TRPV1), PKC proteins, Trpv1, Pkc mRNA, and the average fluorescence intensity of transient receptor potential vanillic acid subtype 1 (TRPV1) and PKC in the trigeminal ganglion were detected using Western Blot, real-time fluorescence quantitative PCR, and immunofluorescence methods. ResultsCompared with the blank group, the mechanical and thermal pain thresholds of the periorbital area and hind paw were reduced in the model group, and the protein levels of TRPV1, PKC, p-TRPV1, as well as the mRNA expression of Trpv1 and Pkc, and the average fluorescence intensity of TRPV1 and PKC in the trigeminal ganglion significantly increased (P<0.05 or P<0.01). Compared with the model group, the electroacupuncture group exhibited increased mechanical and thermal pain thresholds in the periorbital and hind paw areas, and decreased protein levels of TRPV1, PKC, p-TRPV1, mRNA expression of Trpv1 and Pkc, and average fluorescence intensity of TRPV1. In the electroacupuncture + agonist group, the average fluorescence intensity of TRPV1 in the trigeminal ganglion decreased. The inhibitor group exhibited increased mechanical pain thresholds in the periorbital area and thermal pain thresholds in the hind paw, along with decreased protein levels of TRPV1, PKC, p-TRPV1, and the average fluorescence intensity of TRPV1 and PKC (P<0.05 or P<0.01). Compared with the electroacupuncture group, the electroacupuncture + agonist group showed an increase in the protein levels of TRPV1, PKC, p-TRPV1, and the mRNA expression of Trpv1 (P<0.05 or P<0.01). ConclusionElectroacupuncture at the "Fengchi" (GB 20), "Waiguan" (TE 5), and "Yanglingquan" (GB 34) acupoints can increase the mechanical and thermal pain thresholds in chronic migraine rats and alleviate nociceptive sensitization. The mechanism may be related to the inhibition of PKC/TRPV1 pathway.
6.Study on Compatibility and Efficacy of Blood-activating Herb Pairs Based on Graph Convolution Network
Jingai WANG ; Qikai NIU ; Wenjing ZONG ; Ziling ZENG ; Siwei TIAN ; Siqi ZHANG ; Yuwen ZHAO ; Huamin ZHANG ; Bingjie HUO ; Bing LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(8):228-234
ObjectiveThis study aims to develop a prediction model for the compatibility of Chinese medicinal pairs based on Graph Convolutional Networks (GCN), named HC-GCN. The model integrates the properties of herbs with modern pharmacological mechanisms to predict pairs with specific therapeutic effects. It serves as a demonstration by applying the model to predict and validate the efficacy of blood-activating herb pairs. MethodsThe training dataset for herb pair prediction was constructed by systematically collecting commonly used herb pairs along with their characteristic data, including Qi, flavor, meridian tropism, and target genes. Integrating traditional characteristics of herb with modern bioinformatics, we developed an efficacy-oriented herb pair compatibility prediction model (HC-GCN) using graph convolutional networks (GCN). This model leverages machine learning to capture the complex relationships in herb pair compatibility, weighted by efficacy features. The performance of the HC-GCN model was evaluated using accuracy (ACC), recall, precision, F1 score (F1), and area under the ROC curve (AUC). Its predictive effectiveness was then compared to five other machine learning models: eXtreme Gradient Boosting (XGBoost), logistic regression (LR), Naive Bayes, K-nearest neighbor (KNN), and support vector machine (SVM). ResultsUsing herb pairs with blood-activating effects as a demonstration, a prediction model was constructed based on a foundational dataset of 46 blood-activating herb pairs, incorporating their Qi, flavor, meridian tropism, and target gene characteristics. The HC-GCN model outperforms other commonly used machine learning models in key performance metrics, including ACC, recall, precision, F1 score, and AUC. Through the predictive analysis of the HC-GCN model, 60 herb pairs with blood-activating effects were successfully identified. Among of these potential herb pairs, 44 include at least one herb with blood-activating effects. ConclusionIn this study, we established an efficacy-oriented compatibility prediction model for herb pairs based on GCN by integrating the unique characteristics of traditional herbs with modern pharmacological mechanisms. This model demonstrated high predictive performance, offering a novel approach for the intelligent screening and optimization of traditional Chinese medicine prescriptions, as well as their clinical applications.
7.Analysis of disease burden for bipolar disorder in Chinese adolescents aged 10-24 years and trend prediction
ZHAO Zihe, ZHU Jiawen, HUANG Qianling, ZENG Zhi
Chinese Journal of School Health 2025;46(2):266-271
Objective:
To analyze the burden of bipolar disorder among adolescents aged 10-24 in China from 1990 to 2021 and its trend of change, so as to provide theoretical basis for the prevention and treatment of bipolar disorder.
Methods:
The latest data from the Global Burden of Disease (GBD) database in 2021 were selected. The Joinpoint regression model, age-period-cohort (APC) model, and bayesian age-period-cohort (BAPC) model were used to analyze and predict indicators such as the age standardized incidence rate and age standardized disability adjusted life year (DALY) rate of bipolar disorder among Chinese adolescents, and the average annual percent change (AAPC) was calculated.
Results:
From 1990 to 2021, the overall age standardized incidence rate (1990:22.92/100 000, 2021:23.17/100 000) showed an upward trend ( AAPC=0.03, t=8.20, P <0.01) and change trend of age standardized DALY rate (1990:33.61/100 000, 2021:33.76/100 000) was relatively flat ( AAPC=0.01, t= 0.99 , P =0.32). From 1990 to 2021, age standardized incidence rate and age standardized DALY rate of girls were higher than boys ( χ 2=16.38, P <0.01). The net drift values for the incidence rate and DALY rate of bipolar disorder among Chinese adolescents aged 10-24 years were -0.23% and -0.22%, respectively. The highest incidence rate of bipolar disorder among Chinese adolescents aged 10-24 years was observed in the 15-19 age group, with a rate of 33.14/100 000; the highest DALY risk was in the 20- 24 age group, with a rate of 57.26/100 000. The lowest incidence risk and DALY risk RR values for bipolar disorder among Chinese adolescents aged 10-24 years were observed in 2017-2021, with RR values of 0.99 (95% CI =0.97-1.00) and 0.98 (95% CI = 0.97- 0.99), respectively ( P <0.05). Similarly, the lowest incidence risk and DALY risk RR values for this age group were observed in the 2000-2004 birth cohort, both of which were 0.86 (95% CI =0.84-0.87) ( P <0.05). It was projected that the overall age standardized incidence rate and age standardized DALY rate of bipolar disorder among Chinese adolescents aged 10-24 years will continue to increase from 2022 to 2031, reaching 24.10/100 000 and 34.90/100 000, respectively, by 2031.
Conclusions
From 1990 to 2021, both the age standardized incidence rate and age standardized DALY rate of bipolar disorder among Chinese adolescents shows an upward trend. Special attention should be given to female adolescents, with a focus on controlling the age standardized incidence rate of bipolar disorder among 15-19 year-old adolescents and the age standardized DALY rate among 20-24 year-old ones. Efforts should be enhanced to increase awareness and screening for bipolar disorder among adolescents.
8.Mechanism of Pizhan Powder in regulating the Wnt4/β-catenin signaling pathway to promote wound healing in mice with chronic skin ulcers
Pingxinyi QUE ; Xiang XIAO ; Li ZENG ; Xianbin ZHAO ; Min XIAO ; Songqi TANG
Journal of Beijing University of Traditional Chinese Medicine 2025;48(2):205-215
Objective:
We aimed to explore the mechanism of Pizhan Powder in regulating the Wnt4/β-catenin signaling pathway to promote wound healing in mice with chronic skin ulcer.
Methods:
Male BALB/c mice were divided into blank, model, Pizhan Powder, Pizhan powder removed bark medications, bark medications, inhibitor, and Pizhan Powder + inhibitor groups using the random number table method, with six mice per group. Except for the blank group, chronic skin ulcer wound models were prepared in the other groups by implanting foreign bodies. The blank control group received no treatment, whereas the wounds of the model group were cleaned with furacilin solution. The Pizhan Powder, Pizhan Powder removed bark medications, and bark medications groups were each administered 0.1 g of the corresponding medication on the skin wounds. The inhibitor group received an intraperitoneal injection of 3-(4-methylphenylsulfonamido) benzoic acid methyl ester (MSAB) at a dosage of 10 mg/kg. The Pizhan Powder + inhibitor group was administered 0.1 g of Pizhan Powder on the skin wound, and an intraperitoneal injection of MSAB was also administered (10 mg/kg). These treatments were administered once a day for 14 consecutive days. Wound healing was observed on the first, third, seventh, and 14th day of treatment; hematoxylin and eosin staining was used to observe the pathological changes of ulcerated skin; keratin 10 (CK10), keratin 14 (CK14), cell proliferation nuclear antigen (Ki-67), α-smooth muscle actin (α-SMA), and β-catenin expression in wounds was observed through immunofluorescence; Western blotting was used to detect the expression of signaling pathway-related proteins (Wnt4 and β-catenin).
Results:
Compared to the model group, the Pizhan Powder group showed a reduced wound area and an increased wound healing rate (P<0.05) and elevated CK10, CK14, Ki-67, α-SMA, β-catenin, and Wnt4 protein expressions (P<0.05). Compared to the Pizhan Powder group, the wound healing rate of the bark medications and Pizhan Powder removed bark medications groups was reduced (P<0.05). The wound healing rate and the fluorescence expression of CK10, CK14, Ki-67, and α-SMA in the Pizhan Powder removed bark medications group were lower than that in the bark medications group (P<0.05). Compared to the Pizhan Powder group, the wound healing rate of the Pizhan Powder + inhibitor group was reduced, and CK10, CK14, Ki-67, α-SMA, β-catenin and Wnt4 protein expression were lower (P<0.05).
Conclusion
Pizhan Powder promotes wound healing in chronic skin ulcers of mice by regulating the Wnt4/β-catenin signaling pathway. The bark medications (buffalo hide, white mulberry root-bark, and Chinese wolfberry root-bark) play a crucial role, representing a concrete application of the traditional Chinese medicine theory of " treating skin with skin.
9.Value of three-dimensional inversion-recovery with real reconstruction sequence using an ultralong repetition time for endolymphatic hydrops
Menglong ZHAO ; Huaili JIANG ; Shujie ZHANG ; Zhuang LIU ; Kai LIU ; Di WU ; Xinsheng HUANG ; Mengsu ZENG
Chinese Journal of Clinical Medicine 2025;32(2):200-206
Objective To evaluate the value of an optimized three-dimensional inversion-recovery with real reconstruction (3D-real IR) sequence with a longer repetition time (TR, 16 000 ms) based on modulated flip angle technique in refocused imaging with extended echo train (MATRIX) in the endolymphatic hydrops (EH) imaging after intratympanic gadolinium (Gd) administration, and to compare it with a conventional 3D-real IR based on the turbo spin echo (TSE) sequence. Methods From July 2021 to November 2022, twenty-seven patients received both the conventional and optimized 3D-real IR sequences after bilateral intratympanic Gd administration. Images of the two sequences were qualitativly evaluated and compared. Contrast-to-noise ratio (CNR), signal-to-noise ratio (SNR), and area ratio of endolymph against the total lymphatic space from the two sequences were measured and compared. Results 14(25.9%) ears with insufficient contrast for the EH diagnosis on the conventional sequence were clearly displayed on the optimized sequence. Image score, CNR and SNR of the optimized sequence were significantly higher than those of the conventional sequence (P < 0.001). The scanning time of two sequences was similar. The area ratio of endolymph against the total lymphatic space in the cochlear was significantly higher on the conventional 3D-real IR than that on the optimized 3D-real IR (P < 0.001); there was no statistical difference in the vestibule between the two sequences. Conclusions Compared with conventional sequence, optimized 3D-real IR sequence with a longer TR may be better for evaluation of EH after intratympanic Gd administration.
10.Application of three-dimensional fluid-attenuated inversion recovery sequence using artificial intelligence-assisted compressed sensing technique in intravenous gadolinium contrast-enhanced magnetic resonance imaging of inner ear
Kai LIU ; Jian WANG ; Huaili JIANG ; Shujie ZHANG ; Di WU ; Xinsheng HUANG ; Mengsu ZENG ; Menglong ZHAO
Chinese Journal of Clinical Medicine 2025;32(2):212-217
Objective To investigate the value of artificial intelligence-assisted compressed sensing (ACS) technology for intravenous gadolinium contrast-enhanced magnetic resonance imaging of the inner ear using three-dimensional fluid-attenuated inversion recovery (3D-FLAIR) sequence. Methods The patients received gadolinium contrast-enhanced magnetic resonance imaging using ACS and united compressed sensing (uCS) 3D-FLAIR at Zhongshan Hospital, Fudan University from January to November 2024 were prospectively enrolled. The repetition time was 16 000 ms, and acquisition time was 6 min 40 s and 10 min 24 s in ACS 3D-FLAIR and uCS 3D-FLAIR, respectively. The images on the two sequences were evaluated independently by two radiologists. The image quality of the two sequences was subjectively evaluated and compared. The signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were compared between the two sequences. The grading consistencies using two sequences and between the two doctors were analyzed. Results There was no statistically difference in subjective score of image quality between the two sequences. SNR and CNR of the ACS 3D-FLAIR sequence were significantly higher than those of the uCS 3D-FLAIR sequence (P<0.001). The kappa values of grades of cochlear and vestibular endolymphatic hydrops were 0.942 and 0.888 using two sequences (P<0.001). The kappa values of grades of cochlear and vestibular endolymphatic hydrops using the ACS 3D-FLAIR sequence between the two doctors were 0.784 and 0.831, respectively (P<0.001); the kappa values of grades of cochlear and vestibular endolymphatic hydrops using uCS 3D-FLAIR sequence between the two doctors were 0.725 and 0.756, respectively (P<0.001). Conclusions ACS 3D-FLAIR could provide higher SNR and CNR than uCS 3D-FLAIR, and is more suitable for intravenous gadolinium contrast-enhanced magnetic resonance imaging of the inner ear; the endolymphatic hydrops grades using ACS 3D-FLAIR is similar to use uCS 3D-FLAIR.


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