1.Seeing the macro in the micro: a diffusion model-based approach for style transfer in cellular images.
Jiayi CAI ; Yong HE ; Feng LIU ; Byung-Ho KANG ; Xuping FENG
Journal of Zhejiang University. Science. B 2025;26(6):609-612
The internal structures of cells as the basic units of life are a major wonder of the microscopic world. Cellular images provide an intriguing window to help explore and understand the composition and function of these structures. Scientific imagery combined with artistic expression can further expand the potential of imaging in educational dissemination and interdisciplinary applications. This study presents an innovative diffusion model-based approach for style transfer in cellular images, combining scientific rigor with artistic expression. By leveraging training-free large-scale pre-trained diffusion models, the proposed method integrates the intricate morphological and textural features of cellular images with diverse artistic styles. Key techniques such as the inversion of denoising diffusion implicit models (DDIMs), adaptive instance normalization (AdaIN), self-attention style injection, and attention temperature scaling ensure the preservation of cellular structures while enhancing visual expressiveness. The results showcase the potential of this strategy for interdisciplinary applications, enriching both the visualization and educational dissemination of cellular imagery through compelling storytelling and aesthetic appeal.
Humans
;
Image Processing, Computer-Assisted/methods*
;
Cells
;
Diffusion
2.Research progress in replanning during intensity-modulated radiotherapy for nasopharyngeal carcinoma
Qun SHEN ; Li LUO ; Feng LIU ; Xuping XI
Chinese Journal of Radiation Oncology 2018;27(3):312-315
Intensity-modulated radiotherapy(IMRT)is the first-line treatment for nasopharyngeal carcinoma currently. Previous studies have shown that regression of primary tumor and metastatic lymph nodes or a decrease in body weight causes the contour of normal organs and head-and-neck to shrink during the course of radiotherapy, which may lead to underdose in primary tumor and overdose in organs at risk (OARs)and then adversely affect treatment outcomes. Replanning during the course of radiotherapy can maintain the dose to target volume and reduce the exposure of OARs, which improves outcomes in some patients. For replanning during the course of IMRT, however, the advantages have not been widely recognized and there is still a long way to go before widely accepted timing and frequency of replanning are set up. Further studies are needed to figure out how to identify patients appropriate for plan modification.
3.Advances in Study on Relationship Between Epithelial Sodium Channel and Inflammatory Bowel Disease
Dandan WANG ; Beibei YANG ; Chuang GAO ; Xiaobo DU ; Li GENG ; Xuping WANG ; Baisui FENG
Chinese Journal of Gastroenterology 2018;23(10):634-637
Inflammatory bowel disease (IBD)is an autoimmune disease leading to diarrhea,abdominal pain,and weight loss. The pathogenesis of diarrhea remains unclear,however,increasing evidence has shown that the epithelial sodium channel (ENaC)is associated with diarrhea. ENaC is crucial in the control of sodium homeostasis,extracellular fluid volume,blood pressure. This article reviewed advances in study on relationship between ENaC and IBD.
4. Study on spectrum of UGT1A1 mutations in connection with inherited non-hemolytic unconjugated hyperbilirubinemia
Qingfang XIONG ; Yandan ZHONG ; Xiaoning FENG ; Hui ZHOU ; Duxian LIU ; Xuping WU ; Yongfeng YANG
Chinese Journal of Hepatology 2018;26(12):898-902
Objective:
To compare and analyze patient’s general condition, changes in laboratory parameters, and the spectrum of UGT1A1 mutations in patients with inherited non-hemolytic unconjugated hyperbilirubinemia.
Methods:
A retrospective study was conducted at Nanjing Second Hospital from January 2015 to July 2018 and patients’ demographic characteristics, liver function test, and UGT1A1 gene were analyzed. The categorical variable data were compared by
5.Value of FDG PET-CT in outcome assessment and prognostic evaluation for recurrent nasopharyngeal carcinoma
Li LUO ; Qun SHEN ; Feng LIU ; Feng XIAO ; Xuping XI
Chinese Journal of Radiation Oncology 2017;26(4):384-389
Objective To investigate the value of FDG PET-CT in the outcome assessment and prognostic evaluation for recurrent nasopharyngeal carcinoma (rNPC).Methods From January 2008 to December 2013,92 rNPC patients were treated in our center,who were histologically or radiologically diagnosed and re-staged according to the 2008 clinical staging system for nasopharyngeal carcinoma in China.The numbers of patients in stage Ⅰ,stage Ⅱ,stage Ⅲ,and stage Ⅳ were 8,11,39,and 34,respectively.According to the recurrent T stage (rT),the numbers of patients in rT1,rT2,rT3,and rT4 were 10,11,38,and 33,respectively.Twenty-eight patients had recurrence in the neck lymph nodes.All patients underwent pretreatment FDG PET-CT for the whole body or head/neck,and treated by radiotherapy with or without chemotherapy.The relationship of maximum standard uptake value (SUVmax) and clinical factors with clinical outcomes was analyzed.The Kaplan-Meier method was used to calculate overall survival (OS),disease-free survival (DFS),local recurrence-free survival (LRFS),regional recurrence-free survival (RRFS),and distant metastasis-free survival (DMFS).The log-rank test was used for survival difference analysis and univariate prognostic analysis.The Cox model was used for multivariate prognostic analysis.Results The 3-year OS,DFS,LRFS,RRFS,and DMFS were 33.6%,32.1%,32.8%,31.8%,and 33.7%,respectively.The median SUVmax was 8.35 (2.7-21.5).The SUVmax of 7.0 was taken as the optimal cut-off value for all patients.Patients with SUVmax ≤7.0 had a significantly higher 3-year OS rate than those with SUVm ax >7.0 (42.0% vs.28.3%,P=0.019).The univariate analysis revealed that patient age,SUV and rN were significantly associated with OS (P=0.023,0.019,and 0.002).The multivariate analysis showed that SUVmax and rN were significant influencing factors for OS,DFS,and DMFS (HR=1.68,P=0.045 and HR=2.23,P=0.003;HR=1.67,P=0.042 and HR=2.39,P=0.001;HR=1.77,P=0.025 and HR=2.40,P=0.001).Conclusions SUVmax may be one of the useful prognostic factors for OS,DFS,and DMFS in rNPC patients.
6.Dosimetric impact of induction chemotherapy on intensity-modulated radiotherapy for locally advanced nasopharyngeal carcinoma and dosimetric characteristics of replanning
Jia WANG ; Feng XIAO ; Feng LIU ; Shixiong HUANG ; Longjun LUO ; Yu WANG ; Shilei XU ; Qiyuan ZHOU ; Xuping XI
Chinese Journal of Radiation Oncology 2017;26(11):1298-1302
Objective To investigate the benefits of replanning after induction chemotherapy(IC) by analyzing the dosimetric impact of IC on intensity-modulated radiotherapy(IMRT)for locally advanced nasopharyngeal carcinoma(NPC)and the dosimetric characteristics of replanning after IC, and to provide data for the rational design of clinical radiotherapy plans. Methods 16 NPC patients underwent contrast-enhanced CT scan once before and after IC.Target volumes were delineated and the chemotherapy plans were created,defined as Plan-1 and Plan-2,respectively. Then the target structure after IC was copied to Plan-1, generating the third plan, defined as Plan-1-2. The paired t-test was used to compare the dosimetric parameters between Plan-1 and Plan-1-2 and between Plan-2 and Plan-1-2. Results Plan-1 vs. Plan-1-2:Plan-1-2 showed significantly reduced D meanof target volume compared with Plan-1(P<0.05). Plan-1-2 significantly increased D meanand D maxof the spinal cord(P<0.05),although significantly reduced D mean of the brain stem and D maxof the temporal lobes compared with Plan-1. Plan-1-2 also had significantly reduced conformity index(CI)and significantly increased homogeneity index(HI)for the target volume compared with Plan-1(P<0.05). Plan-2 vs. Plan-1-2:Compared with Plan-1-2, Plan-2 significantly increased D meanand D minof gross tumor volume(GTV)and primary GTV(P<0.05)and significantly reduced D meanof the temporal lobes and D maxand D meanof the spinal cord(P<0.05), with D max decreased to 430.48 cGy;Plan-2 had significantly increased CI and significantly reduced HI for the target volume compared with Plan-1-2(all P<0.05). Conclusions IMRT plan-1 after IC has worse dosimetric distribution,while replanning after IC has more dosimetric benefits.
7.Interacting of receptor component protein and G protein in static pressure-induced proliferation of VSMC
Xiaoyi ZHANG ; Zhen WANG ; Feng GUO ; Yuhuan LIU ; Li YANG ; Fang YANG ; Xuping QIN
Chinese Pharmacological Bulletin 2017;33(8):1170-1175
Aim To explore the effect of receptor component protein(RCP)in the signal transduction of vascular smooth muscle cell(VSMC)proliferation induced by static pressure.Methods The mouse-derived vascular smooth muscle cell line(A10VSMC)was employed in the experiment.Cells were exposed to static pressure,and MTT assay was used to detect the cell viability.Western blot was used to determine the expressions of PCNA,RCP and p-Akt,RCP mRNA was tested by RT-PCR,and co-immunoprecipitation was used to test the interaction between RCP and G proteins.Results The cell viability,expressions of PCNA and RCP increased with the elevation of static pressure and reached their peaks at 120 mmHg,and after 6 hours they got a plateau.The static pressure significantly increased the level of p-Akt,meanwhile,the binding of RCP and Gαs significantly decreased.However,the binding of RCP and Gβ increased in response to static pressure after stimuli of static pressure,but Gγ was obscure.Conclusion Static pressure can induce VSMC proliferation and expression of RCP,which may involve G protein signal transduction model.
8.Influence of induction chemotherapy on target volume and dosimetry of intensity modulated radiotherapy for locally advanced nasopharyngeal carcinoma
Jia WANG ; Feng XIAO ; Feng LIU ; Xuping XI
Chinese Journal of Radiation Oncology 2016;25(5):530-533
As induction chemotherapy goes on,target volume,dose distribution in the surrounding organs at risk (OARs),and target dose conformity all change.Therefore,the question is how to develop reasonable radiotherapy plans in clinical practice.Induction chemotherapy followed by radiotherapy is commonly used around the world,but it is recommended to delineate the target volume based on the gross tumor volume before induction chemotherapy and not to reduce the dose.This point of view lacks the basis of evidence-based medicine.The experts and scholars in China clarify the advantages of radiotherapy plans after induction chemotherapy from the aspects of reducing the target volume,reducing the volume of high-dose region in the target volume,increasing the uniform dose coverage in target volume,reducing dose to OARs,and increasing dose conformity.However,at present,there are no objective data on its long-term efficacy and benefit.Besides,no consensus has been reached on how to delineate the target volume and determine the dose distribution after induction chemotherapy,and further studies are needed.
9.Application of 18F-FDG PET-CT in nasopharyngeal carcinoma
Li LUO ; Qun SHEN ; Xuping XI ; Feng LIU ; Feng XIAO
Journal of International Oncology 2016;43(8):615-618
18F-fluorodeoxyglucose positron emission tomography-computed tomography (18F-FDG PET-CT) is the integration of functional imaging and anatomic information,which is found to be particularly valuable in TNM staging,tumor volume delineating,post-treatment assessment,identification of recurrent and residual nasopharyngeal carcinoma (NPC).The combination of 18F-FDG PET-CT with other image technologies,different tracer agents,and specific molecular biomarkers can improve the application value of 18F-FDG PET-CT in NPC.
10.Serum S100 protein and NSE levels and significance of changes after treatment in patients with severe OSAHS.
Xiaohui FENG ; Xiaoming KANG ; Fang ZHOU ; Xuping XIAO ; Jihua WANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2014;28(21):1665-1669
OBJECTIVE:
Understand the changes before and after treatment in patients with severe OSAHS serum S100β protein, NSE levels and cognitive function. To investigate the molecular mechanisms of cognitive dysfunction in patients with severe OSAHS. Serum S100β protein, NSE levels and cognitive function were examined before and after the therapy.
METHOD:
Select one hundred patients diagnosed as severe OSAHS were included, by polysomnography (PSG) diagnosis of severe OSAHS patients. Determination of serum S100β protein, and NSE levels and theat the same time be MoCA score were checked at after the day after admission, CPAP treatment for the 7th days after CPAP treatment and the 90th day after, comprehensive treatment in these patients for 3 months. Assessment of severe OSAHS patients with serum S100β protein, NSE basic level and MoCA score situation. Comparison of three groups serum S100β protein, NSE levels and MoCA score changes. Serum S100β protein, NSE detection assay (ELISA) method using enzyme-linked immunosorbent.
RESULT:
(1) Severe OSAHS patients with serum S100β protein, and NSE levels in severe OSAHS patients were positively correlated with AHI, but negatively correlated with lowest oxygen saturation (LSaO2); (2) MoCA score in patients with severe OSAHS was significantly negatively correlated with AHI, but positively correlated with LSaO2; (3) S100β protein, NSE levels were negatively correlated with MoCA score; (4) Compared with admission, serum S100β protein, and NSE levels in these patients have declined after 7 days CPAP therapy, compared with admission the difference was statistically significant (P < 0.05). After 3 months of comprehensive treatment, patients' serum S100β protein and, NSE levels were significantly decreased, compared with the admission and the 7th days after CPAP treatment. The difference was statistically significant (P < 0.05). (5) After CPAP treatment for 7 days, the MoCA scores were slightly higher, but have there was no statistically significant difference compared with the admission (P > 0.05). After 3 months of comprehensive treatment, MoCA score improved significantly, compared with the admission and 7 days after CPAP treatment the difference was statistically significant (P < 0.05).
CONCLUSION
Comprehensive treatment can reduce serum S100β protein, and NSE levels, and improve MoCA score. Disease severity in patients with OSAHS have a correlation some relative.with the serum S100β protein, NSE levels and MoCA score. Long-term hypoxemia and the structure of sleep disorders may be the cause of elevated serum S100β protein, NSE levels elevated and causes of cognitive dysfunction. Comprehensive treatment can improve patient hypoxemia, correct disorders of sleep structure ,and can improve cognitive function and to improve the quality of life of patients.
Cognition Disorders
;
blood
;
etiology
;
Continuous Positive Airway Pressure
;
Humans
;
Polysomnography
;
Quality of Life
;
S100 Calcium Binding Protein beta Subunit
;
blood
;
S100 Proteins
;
blood
;
Sleep Apnea, Obstructive
;
blood
;
therapy

Result Analysis
Print
Save
E-mail