1.Small bowel video keyframe retrieval based on multi-modal contrastive learning.
Xing WU ; Guoyin YANG ; Jingwen LI ; Jian ZHANG ; Qun SUN ; Xianhua HAN ; Quan QIAN ; Yanwei CHEN
Journal of Biomedical Engineering 2025;42(2):334-342
Retrieving keyframes most relevant to text from small intestine videos with given labels can efficiently and accurately locate pathological regions. However, training directly on raw video data is extremely slow, while learning visual representations from image-text datasets leads to computational inconsistency. To tackle this challenge, a small bowel video keyframe retrieval based on multi-modal contrastive learning (KRCL) is proposed. This framework fully utilizes textual information from video category labels to learn video features closely related to text, while modeling temporal information within a pretrained image-text model. It transfers knowledge learned from image-text multimodal models to the video domain, enabling interaction among medical videos, images, and text data. Experimental results on the hyper-spectral and Kvasir dataset for gastrointestinal disease detection (Hyper-Kvasir) and the Microsoft Research video-to-text (MSR-VTT) retrieval dataset demonstrate the effectiveness and robustness of KRCL, with the proposed method achieving state-of-the-art performance across nearly all evaluation metrics.
Humans
;
Video Recording
;
Intestine, Small/diagnostic imaging*
;
Machine Learning
;
Image Processing, Computer-Assisted/methods*
;
Algorithms
2.Palmitoylated SARM1 targeting P4HA1 promotes collagen deposition and myocardial fibrosis: A new target for anti-myocardial fibrosis.
Xuewen YANG ; Yanwei ZHANG ; Xiaoping LENG ; Yanying WANG ; Manyu GONG ; Dongping LIU ; Haodong LI ; Zhiyuan DU ; Zhuo WANG ; Lina XUAN ; Ting ZHANG ; Han SUN ; Xiyang ZHANG ; Jie LIU ; Tong LIU ; Tiantian GONG ; Zhengyang LI ; Shengqi LIANG ; Lihua SUN ; Lei JIAO ; Baofeng YANG ; Ying ZHANG
Acta Pharmaceutica Sinica B 2025;15(9):4789-4806
Myocardial fibrosis is a serious cause of heart failure and even sudden cardiac death. However, the mechanisms underlying myocardial ischemia-induced cardiac fibrosis remain unclear. Here, we identified that the expression of sterile alpha and TIR motif containing 1 (SARM1), was increased significantly in the ischemic cardiomyopathy patients, dilated cardiomyopathy patients (GSE116250) and fibrotic heart tissues of mice. Additionally, inhibition or knockdown of SARM1 can improve myocardial fibrosis and cardiac function of myocardial infarction (MI) mice. Moreover, SARM1 fibroblasts-specific knock-in mice had increased deposition of extracellular matrix and impaired cardiac function. Mechanically, elevated expression of SARM1 promotes the deposition of extracellular matrix by directly modulating P4HA1. Notably, by using the Click-iT reaction, we identified that the increased expression of ZDHHC17 promotes the palmitoylation levels of SARM1, thereby accelerating the fibrosis process. Based on the fibrosis-promoting effect of SARM1, we screened several drugs with anti-myocardial fibrosis activity. In conclusion, we have unveiled that palmitoylated SARM1 targeting P4HA1 promotes collagen deposition and myocardial fibrosis. Inhibition of SARM1 is a potential strategy for the treatment of myocardial fibrosis. The sites where SARM1 interacts with P4HA1 and the palmitoylation modification sites of SARM1 may be the active targets for anti-fibrosis drugs.
3.Changes of brain functional connectivity in clinical frontline physicians under high occupational stress risk
Yanwei ZHANG ; Han WANG ; Zexuan WANG ; Cunzhao NIU ; Yan ZHANG ; Ge ZHANG
Chinese Journal of Medical Imaging Technology 2025;41(7):1037-1041
Objective To observe changes of brain functional connectivity in clinical frontline physicians under high occupational stress risk using gradient analysis based on MRI.Methods Totally 25 clinical frontline physicians were prospectively enrolled as observation group,while 25 non-medical staff in hospital taken as controls(control group).Brain resting-state functional MRI were acquired and preprocessed with Brainspace toolbox.Brain functional connectivity gradients were calculated,and the gradient components were compared between groups.Results In hierarchical structures of gradient components 1 and 2,significant increase of gradient components were noticed in observation group,mainly including default mode network,visual network and dorsal attention network related brain regions.Conclusion Gradient components of single modal brain regions in clinical frontline physicians significantly increased under high occupational stress risk.
4.Changes of brain functional connectivity in clinical frontline physicians under high occupational stress risk
Yanwei ZHANG ; Han WANG ; Zexuan WANG ; Cunzhao NIU ; Yan ZHANG ; Ge ZHANG
Chinese Journal of Medical Imaging Technology 2025;41(7):1037-1041
Objective To observe changes of brain functional connectivity in clinical frontline physicians under high occupational stress risk using gradient analysis based on MRI.Methods Totally 25 clinical frontline physicians were prospectively enrolled as observation group,while 25 non-medical staff in hospital taken as controls(control group).Brain resting-state functional MRI were acquired and preprocessed with Brainspace toolbox.Brain functional connectivity gradients were calculated,and the gradient components were compared between groups.Results In hierarchical structures of gradient components 1 and 2,significant increase of gradient components were noticed in observation group,mainly including default mode network,visual network and dorsal attention network related brain regions.Conclusion Gradient components of single modal brain regions in clinical frontline physicians significantly increased under high occupational stress risk.
5.Effect of salvianolic acid B on myocardial ischemia-reperfusion injury
Chinese Journal of Pathophysiology 2024;40(8):1408-1416
AIM:The effect of salvianolic acid B on myocardial ischemia-reperfusion injury(MIRI)and its possible mechanism of action.METHODS:In this experiment,human induced pluripotent stem cell-derived cardiomyo-cytes(hiPSC-CMs)were used to establish a myocardial injury model by hypoxia for 6 hours and reoxygenation for 24 hours.Salvianolic acid B(7.5,15,30,60,120 μg/mL)was selected Study the effects of 5 dose groups on the imped-ance and field potential of hiPSC-CMs and hiPSC-CMs myocardial injury models.Subsequently,animal experiments were conducted and divided into sham surgery group,myocardial ischemia-reperfusion model group,salvianolic acid B low(15 mg/kg),medium(30 mg/kg),high(60 mg/kg)dose group,and positive control propranolol(2.5 mg/kg)group.After 4 days of gastric administration,left anterior descending coronary artery ligation surgery(ischemia for 30 minutes,reperfu-sion for 24 hours)was performed to establish a rat MIRI model,and the ischemic area of the rat heart was observed using TTC staining method.HE staining method was used to observe the pathological morphology of rat myocardial structure.Ex-ploring the protective effect of salvianolic acid B on MIRI by measuring serum central muscle enzyme activity using a fully automated biochemical analyzer.Use a reagent kit to detect the possible antioxidant mechanisms involved in the protection of MIRI by salvianolic acid B.RESULTS:Salvianolic acid B has the effect of enhancing the contractility of hiPSC CMs,reducing myocardial injury,and improving field potential function.And it can effectively reduce the myocardial ischemic area of the rat MIRI model,improve myocardial structural damage,reduce myocardial enzyme activity,and protect the heart.In addition,it can also reduce the content of malondialdehyde(MDA)in the serum of MIRI rats,enhance the activ-ity of superoxide dismutase(SOD)and reduced glutathione(GSH),and play an antioxidant role in improving myocardial injury.CONCLUSION:Salvianolic acid B can effectively reduce MIRI and play a role in improving the physiological function of myocardial cells and protecting the heart.Its mechanism of action may be related to reducing MDA levels,in-creasing SOD activity,and enhancing GSH activity of the serum.
6.Therapeutic potential and mechanism of Chinese herbal medicines in treating fibrotic liver disease.
Yanwei LI ; Yunrui LU ; Mozuo NIAN ; Qiuju SHENG ; Chong ZHANG ; Chao HAN ; Xiaoguang DOU ; Yang DING
Chinese Journal of Natural Medicines (English Ed.) 2023;21(9):643-657
Liver fibrosis is a pathological condition characterized by replacement of normal liver tissue with scar tissue, and also the leading cause of liver-related death worldwide. During the treatment of liver fibrosis, in addition to antiviral therapy or removal of inducers, there remains a lack of specific and effective treatment strategies. For thousands of years, Chinese herbal medicines (CHMs) have been widely used to treat liver fibrosis in clinical setting. CHMs are effective for liver fibrosis, though its mechanisms of action are unclear. In recent years, many studies have attempted to determine the possible mechanisms of action of CHMs in treating liver fibrosis. There have been substantial improvements in the experimental investigation of CHMs which have greatly promoted the understanding of anti-liver fibrosis mechanisms. In this review, the role of CHMs in the treatment of liver fibrosis is described, based on studies over the past decade, which has addressed the various mechanisms and signaling pathways that mediate therapeutic efficacy. Among them, inhibition of stellate cell activation is identified as the most common mechanism. This article provides insights into the research direction of CHMs, in order to expand its clinical application range and improve its effectiveness.
Humans
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Drugs, Chinese Herbal/therapeutic use*
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Fibrosis
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Liver Diseases/drug therapy*
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Treatment Outcome
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Liver Cirrhosis/drug therapy*
7.Clinical efficacy analysis of TMF for the treatment of hyperviremia HBeAg-positive chronic hepatitis B patients with incomplete response to first-line oral antiviral nucleos(t)ide analogues
Qiuju SHENG ; Chao HAN ; Yanwei LI ; Chong ZHANG ; Xiaoguang DOU ; Yang DING
Chinese Journal of Hepatology 2023;31(3):252-257
Objective:To prospectively explore the treatment strategies for clinical difficulties in patients with hyperviremia HBeAg-positive chronic hepatitis B with incomplete response to first-line nucleos(t)ide analogues (NAs).Methods:Patients with hyperviremia HBeAg-positive chronic hepatitis B were treated with first-line NAs, including entecavir, tenofovir disoproxil fumarate (TDF), tenofovir alafenamide fumarate (TAF) for 48 weeks or more. Tenofovir amibufenamide (TMF) or TAF therapy was changed when HBV DNA remained positive and then divided into a TMF group and a TAF group. Clinical efficacy of treatment was evaluated at 24 and 48 weeks, including HBV DNA undetectable rates and virological and serological responses in both patient groups.Results:In the TMF group and the TAF groups, 30 and 26 cases completed 24-week follow-up, while 18 and 12 cases completed 48-week follow-up. There were no statistically significant differences in baseline HBV DNA, HBsAg, and HBeAg levels between the two groups before switching to TMF/TAF therapy ( P > 0.05). At 24 weeks of treatment, 19 (19/30, 63.33%) cases in the TMF group had HBV DNA negative conversion, while 14 (14/26, 53.85%) cases in the TAF group had HBV DNA negative conversion ( P > 0.05). Among the patients who completed 48 weeks of follow-up, 15 (15/18, 83.33%) cases in the TMF group and 7 (7/12, 58.33%) cases in the TAF group had negative HBV DNA tests ( P > 0.05). The changes in HBsAg and HBeAg levels between the two groups of patients at 24 and 48 weeks of treatment were not statistically significant compared to baseline ( P > 0.05). Conclusion:TMF is effective in treating patients with hyperviremia HBeAg-positive CHB with an incomplete response to first-line NAs treatment, but there is no significant difference compared to TAF.
8.The effects of naringenin on pancreatic fibrosis in chronic pancreatitis mouse model and activation, proliferation and apoptosis of pancreatic stellate cells
Yanwei LYU ; Lijuan WANG ; Renqian HUANG ; Xi LIN ; Chao HAN ; Lianghao HU ; Zhaoshen LI
Chinese Journal of Pancreatology 2022;22(3):185-190
Objective:To study the effects of naringenin on pancreatic fibrosis in the mouse model of chronic pancreatitis (CP) and its effects on the activation, proliferation and apoptosis of pancreatic stellate cells (PSCs).Methods:Eighteen C57BL/6 mice were randomly divided into control group, CP group and naringenin group, with 6 mice in each group. The CP mouse model was established by intraperitoneal injections of caerulein. Naringenin group was given naringenin (200 mg/kg/day) by gavage once a day from the first day of the fourth week of modeling process to the day before the killing; the control group and CP group were treated by gavage with an equivalent amount of drug solvent containing 0.5% sodium carboxymethyl cellulose (CMC-Na). Mice were killed 5 days after the last caerulein injection, and their pancreatic tissues were collected for hematoxylin-eosin staining and Sirius Red staining, pathological scoring and collagen sedimentation detection. Naringenin with different concentrations (0, 5, 10, 20, 50, 100, 150, 200 μmol/L) were used to intervene HPSC for 24 hours, and CCK-8 method was used to detect the cell activity. TGF-β1 recombinant protein (2 ng/ml) was used to induce PSCs for 1 hour (TGF-β1 stimulation group), and naringenin with low (50 μmol/L), middle (100 μmol/L) and high (150 μmol/L) concentration was used to intervene for 36 hours after TGF-β1 stimulation, respectively. Western Blotting was used to detect the expression of PSC activation related proteins FN and COL1A1, cell proliferation marker p21, anti-apoptotic protein Bcl-xL, pro-apoptotic protein Bax and Bid.Results:The pathological scores of pancreatic tissue [(7.33±1.15), (4.67±1.15)] and the percentage of collagen positive areas [(46±4), (28±2)%] in CP group and naringenin group were higher than those in the control group [0, (4±2)%]. However, these indexes in the naringenin group were lower than those in CP group, and the differences were all statistically significant (all P value <0.05). The relative expression of FN in control group, TGF-β1 stimulation group and low, medium and high naringenin group was 0.02, 0.76, 0.67, 0.34 and 0.07, respectively; the expression of COL1A1 in these groups was 0.51, 1.71, 1.34, 0.84 and 0.11. The expression of FN and COL1A1 in TGF-β1 stimulation group was significantly higher than that in control group, and the expression of FN and COL1A1 in low, medium and high naringenin group was significantly lower than that in TGF-β1 stimulation group, and the differences were all statistically significant (all P value <0.05). The expression of p21 in the above five groups was 0.87, 1.18, 1.27, 1.22 and 1.00. The expression of p21 in TGF-β1 stimulation group was higher than that in control group, and the expression of p21 in high naringenin group was obviously lower than that in TGF-β1 stimulation group, and the differences were all statistically significant (all P value <0.05). In addition, the expression of Bcl-xL in these groups was 2.09, 2.21, 2.38, 2.50 and 2.12; the expression of Bax was 0.98, 0.88, 0.98, 1.00 and 0.88; the expression of Bid was 1.15, 1.09, 1.14, 1.18 and 1.18. There was no statistically significant difference among these groups (all P value >0.05). Conclusions:Naringenin could significantly alleviate the inflammation, atrophy and fibrosis in the CP mouse model, and inhibit the activation and proliferation of PSCs. However, naringenin had no significant effect on the apoptosis of PSCs, indicating that naringenin may be potentially used to treat pancreatic fibrosis in CP.
9.Analysis of results of concurrent hearing and deafness genetic screening and follow up of 33 911 newborns.
Jie LEI ; Luhao HAN ; Xi DENG ; Min LONG ; Yanwei XIAO ; Xiaowen LIN ; Jing ZHANG
Chinese Journal of Medical Genetics 2021;38(1):32-36
OBJECTIVE:
To analyze the results of concurrent hearing and deafness genetic screening and follow up of newborns.
METHODS:
In total 33 911 babies born to 5 designated hospitals in Nanshan District of Shenzhen city from October 2017 to December 2019 were included. All subjects underwent concurrent hearing and deafness genetic screening covering 21 variants of 4 genes including GJB2, SLC26A4, GJB3 and Mt12SrRNA. For those with positive results, Sanger sequencing was carried out for confirmation.
RESULTS:
93.32% subjects passed the first-round hearing screening, and 87.01% passed the recheck testing. The overall detection rate was 4.18%. The detection rates for GJB2, SLC26A4, GJB3 and Mt12srRNA variants were 1.98%, 1.58%, 0.37% and 0.25%, respectively. 126 and 84 subjects were found with high risk for delayed-onset and drug-induced hearing loss, respectively. In addition, 4 and 5 subjects were found to harbor homozygous/compound heterozygous variants of the GJB2 and SLC26A4 genes, respectively. Concurrent screening showed that subjects (with heterozygous variants) who did not passed the two round hearing test were as follows: GJB2 with 6.75% in the first round and 2.61% in the second round testing, SLC26A4 (3.3%/1.2%), GJB3 (0.72%/0.14%) and 12SrRNA (0.36%/Nil), respectively. Moreover, the No-pass rate in the subjects with homozygous or compound variants in single gene, heterozygous variant in single gene, heterozygous variant in multiple genes, and homozygous variant in GJB3 gene were significantly higher than the subjects with negative results of genetic screening.
CONCLUSION
Concurrent newborn genetic screening can enhance the effectiveness of hearing screening and enable earlier identification and intervention for children with hearing impairment. Follow-up can improve the diagnostic rate for children who are positive for the concurrent screening. Nevertheless, genetic and hearing screening cannot replace the diagnostic testing. It is necessary to conduct comprehensive analysis for the results of genetic and hearing screening and radiological examinations. Sanger sequencing and next-generation sequencing are critical for ascertain the diagnosis.
China/epidemiology*
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DNA Mutational Analysis
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Deafness/genetics*
;
Follow-Up Studies
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Genes/genetics*
;
Genetic Testing/statistics & numerical data*
;
Hearing/genetics*
;
Hearing Tests/statistics & numerical data*
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Humans
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Infant, Newborn
;
Mutation
;
Neonatal Screening
10.Analysis of clinical characteristics of patients with hyperthyroidism combined with liver injury
Qiuju SHENG ; Yang DING ; Chong ZHANG ; Chao HAN ; Yanwei LI ; Yaoxin FAN ; Xiaoguang DOU
Chinese Journal of Hepatology 2021;29(10):967-971
Objective:To analyze, explore and evaluate the clinical characteristics, abnormal thyroid function and follow-up of anti-hyperthyroidism treatment mode in patients with hyperthyroidism (commonly abbreviated as HT) combined with liver injury.Methods:The clinical data of patients with hyperthyroidism combined with liver injury were retrospectively analyzed, and then patients were divided into treated and untreated group according to whether they received anti-hyperthyroidism treatment before the consultation. Patients’ thyroid and liver function test indicators at the time of treatment were analyzed to determine the main cause of liver injury. The characteristics of liver injury were analyzed in the treatment group. Patients with severe thyroid toxicity and hyperthyroidism combined with liver injury were followed-up with anti-hyperthyroid therapy, mainly low-dose methimazole (MMI) and radioactive iodine therapy to evaluate its efficacy and safety. The comparison between data groups was performed by t-test, rank sum test and χ2 test. Results:Among the 43 cases with hyperthyroidism combined with liver injury, 19 were males and 24 were females, aged 49.0 ± 14.6 years-old; 16 cases (16/43, 37.21%) aged 40 to≤60 years- old, and 15 cases (15/43, 34.88%) aged > 60 years-old. There were 22 untreated cases (untreated group, accounting for 51.16%), and 21 treated cases with anti-hyperthyroidism (treatment group, accounting for 48.84%) at the time of consultation. Thyroid function indicators (FT3, FT4, TSH) and liver function indicators (alanine aminotransferase, aspartate aminotransferase, alkaline phosphatase, γ-glutamyltransferase, total bilirubin) of the two groups were compared, and the difference was not statistically significant ( P > 0.05). The order of liver injury from mild to severe in patients with different treatment options were: methimazole (MMI) < propylthiouracil < radioactive iodine

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