1.Full-size diffusion model for adaptive feature medical image fusion.
Jing DI ; Shuhui SHI ; Heran WANG ; Chan LIANG ; Yunlong ZHU
Journal of Biomedical Engineering 2025;42(5):871-882
To address issues such as loss of detailed information, blurred target boundaries, and unclear structural hierarchy in medical image fusion, this paper proposes an adaptive feature medical image fusion network based on a full-scale diffusion model. First, a region-level feature map is generated using a kernel-based saliency map to enhance local features and boundary details. Then, a full-scale diffusion feature extraction network is employed for global feature extraction, alongside a multi-scale denoising U-shaped network designed to fully capture cross-layer information. A multi-scale feature integration module is introduced to reinforce texture details and structural information extracted by the encoder. Finally, an adaptive fusion scheme is applied to progressively fuse region-level features, global features, and source images layer by layer, enhancing the preservation of detail information. To validate the effectiveness of the proposed method, this paper validates the proposed model on the publicly available Harvard dataset and an abdominal dataset. By comparing with nine other representative image fusion methods, the proposed approach achieved improvements across seven evaluation metrics. The results demonstrate that the proposed method effectively extracts both global and local features of medical images, enhances texture details and target boundary clarity, and generates fusion image with high contrast and rich information, providing more reliable support for subsequent clinical diagnosis.
Humans
;
Image Processing, Computer-Assisted/methods*
;
Algorithms
;
Neural Networks, Computer
;
Diagnostic Imaging/methods*
;
Image Interpretation, Computer-Assisted/methods*
2.Discovery of Yersinia LcrV as a novel biased agonist of formyl peptide receptor 1 to bi-directionally modulate intracellular kinases in triple-negative breast cancer.
Yunjun GE ; Huiwen GUAN ; Ting LI ; Jie WANG ; Liang YING ; Shuhui GUO ; Jinjian LU ; Richard D YE ; Guosheng WU
Acta Pharmaceutica Sinica B 2025;15(7):3646-3662
G protein-coupled receptors (GPCRs) are significant drug targets, but their potential in cancer therapy remains underexplored. Conventional GPCR agonists or antagonists have shown limited effectiveness in cancer treatment, necessitating new GPCR-targeting strategies for more effective therapies. This study discovers that Yersinia pestis LcrV, a crucial linker protein for plague infection, acts as a biased agonist of a GPCR, the formyl peptide receptor 1 (FPR1). The LcrV protein induces unique conformational changes in FPR1, resulting in G proteins being activated in a distinctive state without subunit dissociation. This leads to a biased signaling profile characterized by cyclic adenosine monophosphate (cAMP) responses and β-arrestin2 recruitment, but not calcium mobilization. In FPR1-expressing triple-negative breast cancer (TNBC) cells, LcrV bi-directionally modulates intracellular signaling pathways, downregulating extracellular signal-regulated kinases (ERK1/2) and Akt pathways while upregulating Jun N-terminal kinase (JNK) and p38 pathways. This dual modulation results in cell cycle arrest and the inhibition of TNBC cell proliferation. In TNBC xenograft mouse models, long-term LcrV treatment inhibits tumor growth more effectively than a conventional FPR1 antagonist. Additionally, LcrV treatment reprograms tumor cells by reducing stemness-associated proteins OCT4 and c-MYC. Our findings highlight the potential of biased GPCR agonists as a novel GPCR-targeting strategy for cancer treatment.
3.Targeting 5-HT to Alleviate Dose-Limiting Neurotoxicity in Nab-Paclitaxel-Based Chemotherapy.
Shuangyue PAN ; Yu CAI ; Ronghui LIU ; Shuting JIANG ; Hongyang ZHAO ; Jiahong JIANG ; Zhen LIN ; Qian LIU ; Hongrui LU ; Shuhui LIANG ; Weijiao FAN ; Xiaochen CHEN ; Yejing WU ; Fangqian WANG ; Zheling CHEN ; Ronggui HU ; Liu YANG
Neuroscience Bulletin 2025;41(7):1229-1245
Chemotherapy-induced peripheral neurotoxicity (CIPN) is a severe dose-limiting adverse event of chemotherapy. Presently, the mechanism underlying the induction of CIPN remains unclear, and no effective treatment is available. In this study, through metabolomics analyses, we found that nab-paclitaxel therapy markedly increased serum serotonin [5-hydroxtryptamine (5-HT)] levels in both cancer patients and mice compared to the respective controls. Furthermore, nab-paclitaxel-treated enterochromaffin (EC) cells showed increased 5-HT synthesis, and serotonin-treated Schwann cells showed damage, as indicated by the activation of CREB3L3/MMP3/FAS signaling. Venlafaxine, an inhibitor of serotonin and norepinephrine reuptake, was found to protect against nerve injury by suppressing the activation of CREB3L3/MMP3/FAS signaling in Schwann cells. Remarkably, venlafaxine was found to significantly alleviate nab-paclitaxel-induced CIPN in patients without affecting the clinical efficacy of chemotherapy. In summary, our study reveals that EC cell-derived 5-HT plays a critical role in nab-paclitaxel-related neurotoxic lesions, and venlafaxine co-administration represents a novel approach to treating chronic cumulative neurotoxicity commonly reported in nab-paclitaxel-based chemotherapy.
Paclitaxel/toxicity*
;
Animals
;
Albumins/adverse effects*
;
Serotonin/metabolism*
;
Mice
;
Humans
;
Male
;
Female
;
Venlafaxine Hydrochloride/therapeutic use*
;
Neurotoxicity Syndromes/metabolism*
;
Middle Aged
;
Schwann Cells/metabolism*
;
Peripheral Nervous System Diseases/drug therapy*
;
Antineoplastic Agents
4.Value of CT value in differentiating benign and malignant thyroid calcification
Yongchao SHEN ; Jiahao ZHENG ; Lexing ZHANG ; Shuhui LIANG
China Modern Doctor 2024;62(5):47-50
Objective To investigate the value of CT value in differential diagnosis of benign and malignant thyroid calcification.Methods The CT plain scan data of 48 cases of thyroid benign calcification and 26 cases of thyroid malignant calcification confirmed by pathology were analyzed retrospectively,and the CT values of 74 cases of thyroid calcification were measured.The best threshold and the maximum area under the receiver operator characteristic(ROC)curve for differentiating benign and malignant thyroid calcification were determined by plotting ROC curve,and the corresponding specificity,sensitivity,positive predictive value,negative predictive value,false positive rate,false negative rate,accuracy and Jordan index were calculated.Then the optimal threshold value was used as a parameter for differential diagnosis of benign and malignant thyroid calcification,and we adoptted χ2 analyze the statistical difference between benign and malignant thyroid calcification in CT gray value.Results The area under the ROC curve was 0.814,and the 95%confidence interval(CI)was 0.712-0.915.When the CT value was 869.5HU(for the convenience of 870HU),the specificity was 69.2%,the sensitivity was 81.3%,the positive predictive value was 64.3%,the negative predictive value was 82.6%,the false positive rate was 20.8%,and the false negative rate was 30.8%,the accuracy was 75.7%and the maximum of the Youden index was 0.505.When 870HU was taken as the differential diagnosis parameter of thyroid benign and malignant calcification(χ2=16.795,P<0.001).Conclusion When the CT value is 870HU,it has important value in differential diagnosis of benign and malignant thyroid calcification.
5.Oncogenic β-catenin-driven liver cancer is susceptible to methotrexate-mediated disruption of nucleotide synthesis
Fangming LIU ; Yuting WU ; Baohui ZHANG ; Shuhui YANG ; Kezhuo SHANG ; Jie LI ; Pengju ZHANG ; Weiwei DENG ; Linlin CHEN ; Liang ZHENG ; Xiaochen GAI ; Hongbing ZHANG
Chinese Medical Journal 2024;137(2):181-189
Background::Liver cancer is largely resistant to chemotherapy. This study aimed to identify the effective chemotherapeutics for β-catenin-activated liver cancer which is caused by gain-of-function mutation of catenin beta 1 ( CTNNB1), the most frequently altered proto-oncogene in hepatic neoplasms. Methods::Constitutive β-catenin-activated mouse embryonic fibroblasts (MEFs) were established by deleting exon 3 ( β-cateninΔ(ex3)/+ ), the most common mutation site in CTNNB1 gene. A screening of 12 widely used chemotherapy drugs was conducted for the ones that selectively inhibited β-cateninΔ(ex3)/+ but not for wild-type MEFs. Untargeted metabolomics was carried out to examine the alterations of metabolites in nucleotide synthesis. The efficacy and selectivity of methotrexate (MTX) on β-catenin-activated human liver cancer cells were determined in vitro. Immuno-deficient nude mice subcutaneously inoculated with β-catenin wild-type or mutant liver cancer cells and hepatitis B virus ( HBV); β-cateninlox(ex3)/+ mice were used, respectively, to evaluate the efficacy of MTX in the treatment of β-catenin mutant liver cancer. Results::MTX was identified and validated as a preferential agent against the proliferation and tumor formation of β-catenin-activated cells. Boosted nucleotide synthesis was the major metabolic aberration in β-catenin-active cells, and this alteration was also the target of MTX. Moreover, MTX abrogated hepatocarcinogenesis of HBV; β-cateninlox(ex3)/+ mice, which stimulated concurrent Ctnnb1-activated mutation and HBV infection in liver cancer. Conclusion::MTX is a promising chemotherapeutic agent for β-catenin hyperactive liver cancer. Since repurposing MTX has the advantages of lower risk, shorter timelines, and less investment in drug discovery and development, a clinical trial is warranted to test its efficacy in the treatment of β-catenin mutant liver cancer.
6.Diagnostic and intervention value of implantable cardiac monitor in patients over 60 years of age with unexplained syncope
Rui WANG ; Yanfei ZHANG ; Hongchao ZHANG ; Jia WANG ; Shuhui SHEN ; Jiabin TONG ; Junpeng LIU ; You LYU ; Jia CHONG ; Zhilei WANG ; Xin JIN ; Lin SUN ; Xu GAO ; Yan DAI ; Jing LIANG ; Haitao LI ; Tong ZOU ; Jiefu YANG
Chinese Journal of Cardiology 2024;52(7):784-790
Objective:To investigate the value of implantable cardiac monitor (ICM) in the diagnosis and treatment of patients over 60 years old with unexplained syncope.Methods:This was a multi-center, prospective cohort study. Between June 2018 and April 2021, patients over the age of 60 with unexplained syncope at Beijing Hospital, Fuwai Hospital, Beijing Anzhen Hospital and Puren Hospital were enrolled. Patients were divided into 2 groups based on their decision to receive ICM implantation (implantation group and conventional follow-up group). The endpoint was the recurrence of syncope and cardiogenic syncope as determined by positive cardiac arrhythmia events recorded at the ICM or diagnosed during routine follow-up. Kaplan‐Meier survival analysis was used to compare the differences of cumulative diagnostic rate between the 2 groups. A multivariate Cox regression analysis was performed to determine independent predictors of diagnosis of cardiogenic syncope in patients with unexplained syncope.Results:A total of 198 patients with unexplained syncope, aged (72.9±8.25) years, were followed for 558.0 (296.0,877.0) d, including 98 males (49.5%). There were 100 (50.5%) patients in the implantation group and 98 (49.5%) in the conventional follow-up group. Compared with conventional follow-up group, patients in the implantation group were older, more likely to have comorbidities, had a higher proportion of first degree atrioventricular block indicated by baseline electrocardiogram, and had a lower body mass index (all P<0.05). During the follow-up period, positive cardiac arrhythmia events were recorded in 58 (58.0%) patients in the ICM group. The diagnosis rate (42.0% (42/100) vs. 4.1% (4/98), P<0.001) and the intervention rate (37.0% (37/100) vs. 2.0% (2/98), P<0.001) of cardiogenic syncope in the implantation group were higher than those in the conventional follow-up group (all P<0.001). Kaplan-Meier survival analysis showed that the cumulative diagnostic rate of cardiogenic syncope was significantly higher in the implantation group than in the traditional follow-up group ( HR=11.66, 95% CI 6.49-20.98, log-rank P<0.001). Multivariate analysis indicated that ICM implantation, previous atrial fibrillation, diabetes mellitus or first degree atrioventricular block in baseline electrocardiogram were independent predictors for cardiogenic syncope (all P<0.05). Conclusions:ICM implantation improves the diagnosis and intervention rates in patients with unexplained syncope, and increases diagnostic efficiency in patients with unexplained syncope.
7.Improvement of Skin Barrier and Anti-inflammatory Mechanism of Huangliansan on Atopic Dermatitis in Mice
Qiuting HE ; Caixia PANG ; Chunmu CHEN ; Hui SUN ; Shuhui TAN ; Yihuan LI ; Qi LIANG ; Cuiling LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(9):19-27
ObjectiveTo explore the therapeutic effect of Huangliansan on atopic dermatitis (AD) model mice induced by 2, 4-dinitrochlorobenzene (DNCB). MethodA total of 42 male BALB/c mice were randomly divided into normal group, model group, hydrocortisone group, low, medium, and high-dose groups (0.3, 0.6, 1.2 g·kg-1) of Huangliansan oil, and water extract group (0.6 g·kg-1) of Huangliansan. In addition to the normal group, DNCB was applied on the back of mice in other groups to establish the AD model. On the 15th day after DNCB stimulation, each group was given the corresponding drug or solvent, and the changes in skin lesions, dermatitis score, and frequency of scratching were observed and recorded. Hematoxylin-eosin (HE) staining was used to observe the histopathological changes in the skin and spleen. Real-time fluorescent quantitative polymerase chain reaction (Real-time PCR) was used to detect mRNA levels of filaggrin (FLG), lorophane (LOR), and involucrin (IVL) in skin, as well as immunoglobulin E (lgE), interleukin-4 (IL-4), interleukin-6 (IL-6), interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), and interferon-γ (IFN-γ) in spleen. ResultCompared with the normal group, the model group showed symptoms of skin swelling and scab, and the score of dermatitis, the frequency of scratching, and the spleen index were increased (P<0.05). The expression levels of FLG, LOR, and IVL in skin tissue were significantly decreased (P<0.01), and the mRNA expressions of IgE, IL-4, IL-6, IL-1β, and TNF-α in the spleen were significantly increased, while the expression level of IFN-γ was significantly decreased (P<0.01). Compared with the model group, the symptoms of skin erythema, scaly, and scab of mice in each drug group were alleviated to varying degrees, and the score of dermatitis, the frequency of scratching, and the spleen index were decreased (P<0.05, P<0.01). In addition, the expression levels of FLG, LOR, and IVL in the skin of mice in the drug group were increased (P<0.05, P<0.01), and the mRNA expression of IgE, IL-4, IL-6, IL-1β, and TNF-α in spleen were decreased. IFN-γ was increased (P<0.05, P<0.01), and the lesions of the skin and spleen were improved to varying degrees. The medium-dose group of Huangliansan oil and hydrocortisone group had the most obvious manifestations (P<0.05, P<0.01). The indexes in the medium-dose group of Huangliansan oil were better than those in the water extract group of Huangliansan. ConclusionHuangliansan may improve the expression level of skin barrier protein, inhibit the expression of helper T cell 2 (Th2)-related inflammatory factors, increase the expression of helper T cell 1 (Th1) inflammatory factors, restore the skin barrier function and Th1/Th2 balance in the spleen, regulate the inflammatory response in the spleen of AD mice, and thus relieve AD. Huangliansan oil is more effective than water extract.
8.Influence of pancreatic duct stents of different lengths on the incidence of post-endoscopic retrograde cholangiopancreatography pancreatitis
Xixian LI ; Tiantian ZHANG ; Hui LUO ; Gui REN ; Xiangping WANG ; Linhui ZHANG ; Shuhui LIANG ; Yanglin PAN
Chinese Journal of Digestive Endoscopy 2024;41(5):384-390
Objective:To explore the influence of pancreatic stents of different lengths on the incidence of post-endoscopic retrograde cholangiopancreatography pancreatitis (PEP).Methods:Data of 299 patients with biliary tract diseases who received endoscopic retrograde cholangiopancreatography (ERCP) and 5 Fr prophylactic pancreatic stents placement at the First Affiliated Hospital of Air Force Medical University from January 2013 to January 2022 were retrospectively analyzed. Patients were divided into the short-stent group (<5 cm, n=163) and the long-stent group (>5 cm, n=136). Baseline data, intraoperative procedures, and postoperative outcomes were compared between the two groups and propensity score matching (PSM) was used for complementary analysis. The primary endpoint was the incidence of PEP. The risk factors for PEP in patients with prophylactic pancreatic stents placement was explored by logistic regression analysis . Results:The overall PEP incidence was 11.0% (33/299). There was no significant difference in the PEP incidence [11.7% (19/163) VS 10.3% (14/136), χ 2=0.140, P=0.708], moderate-to-severe PEP incidence [1.8% (3/163) VS 2.2% (3/136), χ 2=0.000, P=1.000], or spontaneous stent dislodgement rate within two weeks [81.7% (103/126) VS 78.4% (87/111), χ 2=0.421, P=0.516] between the two groups. After PSM, 123 patients were included in each group, and the overall PEP incidence was 8.9% (22/246). There was no significant difference in PEP incidence [8.9% (11/123) VS 8.9% (11/123), χ 2=0.000, P=1.000], moderate-to-severe PEP incidence [0.8% (1/123) VS 1.6% (2/123), χ 2=0.000, P=1.000], or spontaneous stent dislodgement rate within two weeks [80.6% (75/93) VS 78.6% (77/98), χ 2=0.126, P=0.722] between the two groups. Logistic regression analysis showed that normal liver function ( OR=2.36, 95% CI:1.01-5.51, P=0.046) and failed bile duct cannulation ( OR=7.51, 95% CI:2.18-25.96, P=0.001) were independent risk factors for PEP in patients with biliary tract diseases who received prophylactic pancreatic stents placement. Conclusion:Longer 5 Fr pancreatic stents (>5 cm) do not further reduce the overall risk of PEP or moderate-to-severe PEP compared with 5Fr-5 cm stent. Normal liver function and failure of bile duct intubation were independent risk factors for PEP after prophylactic pancreatic stent placement in patients with biliary diseases.
9.Microglial EPOR Contribute to Sevoflurane-induced Developmental Fine Motor Deficits Through Synaptic Pruning in Mice.
Danyi HE ; Xiaotong SHI ; Lirong LIANG ; Youyi ZHAO ; Sanxing MA ; Shuhui CAO ; Bing LIU ; Zhenzhen GAO ; Xiao ZHANG ; Ze FAN ; Fang KUANG ; Hui ZHANG
Neuroscience Bulletin 2024;40(12):1858-1874
Clinical researches including the Mayo Anesthesia Safety in Kids (MASK) study have found that children undergoing multiple anesthesia may have a higher risk of fine motor control difficulties. However, the underlying mechanisms remain elusive. Here, we report that erythropoietin receptor (EPOR), a microglial receptor associated with phagocytic activity, was significantly downregulated in the medial prefrontal cortex of young mice after multiple sevoflurane anesthesia exposure. Importantly, we found that the inhibited erythropoietin (EPO)/EPOR signaling axis led to microglial polarization, excessive excitatory synaptic pruning, and abnormal fine motor control skills in mice with multiple anesthesia exposure, and those above-mentioned situations were fully reversed by supplementing EPO-derived peptide ARA290 by intraperitoneal injection. Together, the microglial EPOR was identified as a key mediator regulating early synaptic development in this study, which impacted sevoflurane-induced fine motor dysfunction. Moreover, ARA290 might serve as a new treatment against neurotoxicity induced by general anesthesia in clinical practice by targeting the EPO/EPOR signaling pathway.
Animals
;
Sevoflurane/toxicity*
;
Microglia/drug effects*
;
Anesthetics, Inhalation/adverse effects*
;
Mice
;
Mice, Inbred C57BL
;
Receptors, Erythropoietin/metabolism*
;
Neuronal Plasticity/drug effects*
;
Male
;
Prefrontal Cortex/drug effects*
;
Erythropoietin/pharmacology*
;
Signal Transduction/drug effects*
10.Retrospective analysis of endoscopic retrograde cholangiopancreatography after pancreaticoduodenectomy
Jingyi WANG ; Yijin ZHU ; Hui LUO ; Tao DONG ; Xiangping WANG ; Gui REN ; Linhui ZHANG ; Yanglin PAN ; Xuegang GUO ; Shuhui LIANG
Chinese Journal of Digestive Endoscopy 2023;40(4):298-301
Objective:To evaluate the efficacy and safety of endoscopic retrograde cholangiopancreatography (ERCP) after pancreaticoduodenectomy and endoscopic selection strategies.Methods:Clinical data of 34 patients treated with ERCP after pancreaticoduodenectomy at the Endoscopic Center of the First Affiliated Hospital of Air Force Medical University from January 2013 to December 2021 were retrospectively analyzed. The success rates of endoscopic insertion, diagnosis, treatment and ERCP, and the incidence of adverse events were analyzed.Results:Fifty ERCP treatments were performed in 34 patients. The success rates of endoscopic insertion, diagnosis, treatment, and ERCP after pancreaticoduodenectomy were 92.0% (46/50), 93.5% (43/46), 88.4% (38/43) and 76.0% (38/50), respectively. The success rates of ERCP assisted with colonoscope and balloon-assisted enterosocpe were 76.0% (19/25) and 75.0% (18/24), respectively. There were 3 adverse events, including 1 case of anastomotic mucosa tear during surgery, 1 case of cardiopulmonary arrest and 1 case of postoperative cholangitis.Conclusion:ERCP is effective and safe after pancreaticoduodenectomy in general. ERCP assisted with colonoscope and balloon-assisted colonoscope shows similar success rate after pancreaticoduodenectomy.

Result Analysis
Print
Save
E-mail