1.Differentiating lymphoma from lymphoid inflammatory hyperplasia using 18 F-FDG PET/CT radiomics combined with clinical features
Liang Xie ; Jialin Qin ; Ruixue Wu ; Chunfeng Xiang ; Pengfei Fang ; Chenfeng Shou ; Hong Chen ; Xiaoxi Pang
Acta Universitatis Medicinalis Anhui 2025;60(5):954-963
Objective :
To develop and to validate a combined model integrating18F-FDG PET/CT radiomics with clinical features to distinguish between lymphoma and lymphoid inflammatory hyperplasia.
Methods :
A retrospective study was conducted on a cohort of 232 patients diagnosed with lymphoma or lymphoid inflammatory hyperplasia. Comparative analyses of clinical and traditional imaging indicators were performed to identify inter-group differences. The clinical features were delineated and extracted using medical software including 3D-Slicer and Lifex. Selection of the features was performed to construct a PET/CT-based radiomics Logistic model, with a combined model integrating PET/CT with clinical features then used to evaluate the discriminative efficacy of these models.
Results:
Analysis of inter-group differences indicated that age, CTmean, and metabolic tumor volume(MTV)were effective for differentiating between lymphoma and lymphoid inflammatory hyperplasia(P<0.05). The PET/CT-based radiomics Logistic model differentiated between lymphoma and lymphoid inflammatory hyperplasia, with an area under curve(AUC) of 0.924(95%CI: 0.884-0.960) and 0.863(95%CI: 0.774-0.939) in the training and testing cohorts, respectively. The integrated Logistic model that combined PET/CT-based radiomics with clinical features to distinguish between lymphoma and lymphoid inflammatory hyperplasia achieved an AUC of 0.933(95%CI: 0.889-0.969) in the training cohort and 0.884(95%CI: 0.792-0.964) in the testing cohort. Decision curve analysis(DCA) demonstrated that the integrated model provided the greatest clinical net benefit.
Conclusion
The hybrid model integrating18F-FDG PET/CT radiomics with clinical features shows robust diagnostic efficacy to distinguish between lymphoma and lymphoid inflammatory hyperplasia.
2.Association Between the Pericoronary Fat Attenuation Index and Triglyceride-glucose Index With Atrial Fibrillation Recurrence After Radiofrequency Catheter Ablation in Atrial Fibrillation Patients
Xiaole LI ; Lixiang XIE ; Siyi WANG ; Wensu CHEN ; Chengzong LI ; Zishuo WANG ; Chunfeng HU
Chinese Circulation Journal 2025;40(7):666-673
Objectives:This study aims to explore the relationship between the pericoronary fat attenuation index(FAI)and triglyceride-glucose(TyG)index and atrial fibrillation recurrence after radiofrequency catheter ablation(RFCA)in patients with atrial fibrillation(AF).Methods:This retrospective study enrolled consecutive AF patients who underwent their first successful RFCA at the Affiliated Hospital of Xuzhou Medical University from 2019 to 2023.Pericoronary FAI was quantitatively measured,and the TyG index was calculated.Patients were divided into three groups according to the TyG index quartile:T1 group(TyG index<8.45,n=114);T2 group(8.45≤TyG index≤8.93,n=114);T3 group(TyG index>8.93,n=120).Linear regression was used to analyze the correlation between the TyG index and proximal FAI of three coronary arteries.Logistic regression was employed to explore the correlation between pericoronary FAI,TyG index,and AF recurrence post-RFCA,restrictive cubic splines(RCS)were plotted.Additive interaction and mediation analyses were used to explore the role of pericoronary FAI in the relationship between the TyG index and post-RFCA AF recurrence.Subgroup analysis was performed to explore the predictive value of the TyG index for postoperative recurrence in different patient subgroups.Results:A total of 348 patients were included.After adjusting for confounding factors using linear regression analysis,each unit increase in the TyG index was associated with a 5.389 HU increase in left circumfleex artery(LCX-FAI)(95%CI:3.874-6.904,P<0.001).During one-year follow-up,90 cases(25.86%)experienced AF recurrence.RCS analysis indicated that there was no significant nonlinear relationship between LCX-FAI,TyG index,and AF recurrence after RFCA(Pnon-linear=0.378,Pnon-linear=0.469).The recurrence rate of AF in patients with TyG index>9.08 and LCX-FAI>-83.65 HU was about 57.737 times higher than those with TyG index≤9.08 and LCX-FAI≤-83.65 HU(OR=57.737,95%CI:23.755-155.656,P<0.001).There was an additive interaction between the TyG index and LCX-FAI:relative excess risk due to interaction(RERI)was 50.901(95%CI:0.215-101.587),attributable proportion due to interaction(AP)was 0.882(95%CI:0.769-0.994),and the synergy index(S)was 9.713(95%CI:3.380-27.910).Mediation analysis indicated that LCX-FAI mediated 22%of the relationship between the TyG index and AF recurrence.Subgroup analysis revealed no multiplicative interaction between the type of atrial fibrillation and the TyG index in terms of AF recurrence risk(Pinteraction=0.562).Conclusions:In patients with atrial fibrillation,the TyG index is positively correlated with LCX-FAI,patients with TyG index>9.08 and LCX-FAI>-83.65 HU have significantly increased risk of AF recurrence after RFCA.LCX-FAI partially mediates the relationship between the TyG index and post-RFCA recurrence.Furthermore,the TyG index can effectively predict AF recurrence in both persistent and paroxysmal atrial fibrillation patients.
3.Association Between the Pericoronary Fat Attenuation Index and Triglyceride-glucose Index With Atrial Fibrillation Recurrence After Radiofrequency Catheter Ablation in Atrial Fibrillation Patients
Xiaole LI ; Lixiang XIE ; Siyi WANG ; Wensu CHEN ; Chengzong LI ; Zishuo WANG ; Chunfeng HU
Chinese Circulation Journal 2025;40(7):666-673
Objectives:This study aims to explore the relationship between the pericoronary fat attenuation index(FAI)and triglyceride-glucose(TyG)index and atrial fibrillation recurrence after radiofrequency catheter ablation(RFCA)in patients with atrial fibrillation(AF).Methods:This retrospective study enrolled consecutive AF patients who underwent their first successful RFCA at the Affiliated Hospital of Xuzhou Medical University from 2019 to 2023.Pericoronary FAI was quantitatively measured,and the TyG index was calculated.Patients were divided into three groups according to the TyG index quartile:T1 group(TyG index<8.45,n=114);T2 group(8.45≤TyG index≤8.93,n=114);T3 group(TyG index>8.93,n=120).Linear regression was used to analyze the correlation between the TyG index and proximal FAI of three coronary arteries.Logistic regression was employed to explore the correlation between pericoronary FAI,TyG index,and AF recurrence post-RFCA,restrictive cubic splines(RCS)were plotted.Additive interaction and mediation analyses were used to explore the role of pericoronary FAI in the relationship between the TyG index and post-RFCA AF recurrence.Subgroup analysis was performed to explore the predictive value of the TyG index for postoperative recurrence in different patient subgroups.Results:A total of 348 patients were included.After adjusting for confounding factors using linear regression analysis,each unit increase in the TyG index was associated with a 5.389 HU increase in left circumfleex artery(LCX-FAI)(95%CI:3.874-6.904,P<0.001).During one-year follow-up,90 cases(25.86%)experienced AF recurrence.RCS analysis indicated that there was no significant nonlinear relationship between LCX-FAI,TyG index,and AF recurrence after RFCA(Pnon-linear=0.378,Pnon-linear=0.469).The recurrence rate of AF in patients with TyG index>9.08 and LCX-FAI>-83.65 HU was about 57.737 times higher than those with TyG index≤9.08 and LCX-FAI≤-83.65 HU(OR=57.737,95%CI:23.755-155.656,P<0.001).There was an additive interaction between the TyG index and LCX-FAI:relative excess risk due to interaction(RERI)was 50.901(95%CI:0.215-101.587),attributable proportion due to interaction(AP)was 0.882(95%CI:0.769-0.994),and the synergy index(S)was 9.713(95%CI:3.380-27.910).Mediation analysis indicated that LCX-FAI mediated 22%of the relationship between the TyG index and AF recurrence.Subgroup analysis revealed no multiplicative interaction between the type of atrial fibrillation and the TyG index in terms of AF recurrence risk(Pinteraction=0.562).Conclusions:In patients with atrial fibrillation,the TyG index is positively correlated with LCX-FAI,patients with TyG index>9.08 and LCX-FAI>-83.65 HU have significantly increased risk of AF recurrence after RFCA.LCX-FAI partially mediates the relationship between the TyG index and post-RFCA recurrence.Furthermore,the TyG index can effectively predict AF recurrence in both persistent and paroxysmal atrial fibrillation patients.
4.Study on mechanism of Chanbao zhichuang suppository in treating hemorrhoids based on network pharmacology and metabolomics
Chunfeng GUO ; Xin JIANG ; Ruyang CHENG ; Shumin LIU ; Chunxiang XIE ; Fang LU
China Pharmacy 2025;36(13):1622-1628
OBJECTIVE To explore the mechanism of improvement effect of Chanbao zhichuang suppository(CBZCS)on hemorrhoids in rats through network pharmacology and metabolomics.METHODS A hemorrhoid model was established by subcutaneous injection of rhododendron oil to induce anal swelling.SD rats were divided into blank group(NC group,0.32 g/kg vaseline),model group(Model group,0.32 g/kg vaseline),CBZCS low-,medium-,and high-dose groups(CBZCS-L,CBZCS-M,CBZCS-H groups,with dosages of 0.16,0.32,and 0.64 g/kg respectively),and Mayinglong musk hemorrhoids suppository group(Positive group,0.32 g/kg),with 9 rats in each group.Anal administration was performed at 6,12,24,48,and 72 hours after modeling.After the last administration,the pathological changes of the anal tissues in rats were observed,and the serum levels of interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)in rats were detected.Differential metabolite analysis and enrichment analysis were conducted by metabolomics methods,and the target proteins of CBZCS in treating hemorrhoids were obtained by network pharmacology.The core metabolic pathways were screened by interaction and enrichment analysis of differential metabolites and proteins,and the core proteins were experimentally verified.RESULTS Compared with the NC group,the anal tissues of the Model group showed obvious lesions,and the levels of IL-6 and TNF-α in the serum were significantly increased(P<0.05);compared with the Model group,the pathological damage of the anal tissues in the treatment groups was alleviated to varying degrees,and serum levels of IL-6 in CBZCS-H group,CBZCS-M group,and Positive group as well as serum levels of TNF-α in CBZCS-H group were significantly reduced(P<0.05).The metabolomics results showed that 34 differential metabolites were screened from the anal tissues of rats,and 22 of them showed a return after CBZCS administration.The differential metabolites mainly enriched in arachidonic acid metabolism,histidine metabolism,and glycerophospholipid metabolism.Through the network pharmacology,138 intersection genes of CBZCS against hemorrhoids were determined.The analysis results showed that differential metabolites and target proteins were mainly enriched in the arachidonic acid metabolism pathway,and the regulation of this pathway might be related to cyclooxygenase-2(COX-2),Myc proto-oncogene protein(c-MYC),cytochrome P450 1B1(CYP1B1),interleukin-1β(IL-1β),and IL-6 protein expression.The experimental verification results showed that the expression levels of key proteins(COX-2,c-MYC,CYP1B1,IL-6,IL-1β)in the anal tissues of the Model group were significantly higher than those in the NC group(P<0.05),and the levels of the above proteins in the anal tissues of CBZCS-H group and Positive group were significantly lower than those in the Model group(P<0.05).CONCLUSIONS The mechanism of CBZCS in treating hemorrhoids may be to inhibit the expression of COX-2,c-MYC and CYP1B1 proteins,thereby inhibiting arachidonic acid metabolism and reducing the release of inflammatory factors IL-6 and IL-1β.
5.Evaluation of brainstem function using vestibular evoked myogenic potentials in patients with early-stage Parkinson′s disease
Yun SHEN ; Weiye XIE ; Hanxing LI ; Fen WANG ; Yongping DAI ; Chunfeng LIU
Chinese Journal of Neurology 2023;56(5):485-493
Objective:To investigate whether vestibular-evoked myogenic potentials (VEMP) can be used to assess brainstem and its supplementary diagnostic value in patients with early-stage Parkinson′s disease (PD).Methods:A total of 123 patients with early-stage PD (PD group) diagnosed in the Department of Neurology of the Second Affiliated Hospital of Soochow University from January 2019 to January 2022 were consecutively enrolled, and 122 healthy controls (healthy control group) were included. Cervical VEMP (cVEMP) and ocular VEMP (oVEMP) examinations were performed on all subjects. VEMP parameters between the 2 groups were compared, and receiver operating characteristic curve was used to evaluate the auxiliary diagnostic efficacy of VEMP for early-stage PD. Correlations between VEMP parameters and motor and non-motor symptoms such as autonomic dysfunction were analyzed in the PD group using Spearman correlation analysis.Results:Bilateral latencies of cVEMP [left P1 latency (Lp13): 19.0 (16.4, 20.9) ms vs 13.1(12.0, 14.2) ms, Z=-11.18, left N1 latency (Ln23): 27.4 (24.6, 29.9) ms vs 21.2 (19.8, 23.0) ms, Z=-10.14; right P1 latency (Rp13): 18.8 (16.2, 20.9) ms vs 13.0 (11.7, 14.1) ms, Z=-10.84, right N1 latency (Rn23): 27.7 (24.3, 29.7) ms vs 21.1 (19.6, 22.9) ms, Z=-10.50] and bilateral latencies of oVEMP [left N1 latency (Ln10): 12.7 (10.7, 14.4) ms vs 10.4 (9.7, 11.4) ms, Z=-8.02, left P1 latency (Lp15): 16.5 (15.1, 18.3) ms vs 14.5 (13.4, 15.3) ms, Z=-7.96; right N1 latency (Rn10): 12.8 (11.4, 14.0) ms vs 10.5 (9.7, 11.5) ms, Z=-8.85, right P1 latency (Rp15): 16.7 (15.3, 18.3) ms vs 14.4 (13.3, 15.1) ms, Z=-9.39] of the PD group significantly prolonged compared to the healthy control group (all P<0.001). Compared to the healthy control group, the area under the curve (AUC) values of Lp13, Ln23, Rp13 and Rn23 of cVEMP in the PD group were all greater than 0.7, and the AUC values of Lp13 and Rp13 in the PD group were greater than 0.9 (all P<0.001); the AUC values of Ln10, Lp15, Rn10, and Rp15 of oVEMP in the PD group were all greater than 0.7 (all P<0.001). The Rn10-p15 corrected amplitude in PD patients was positively correlated with levodopa equivalent dose ( r=0.21, P=0.020). The Rn10 in PD patients was positively correlated with the Non-Motor Symptoms Questionnaire scores ( r=0.21, P=0.023). The Lp13-n23 corrected amplitude was negatively correlated with the Scale for Outcomes in Parkinson′s Disease-Autonomic scores ( r=-0.20, P=0.023). There was no significant correlation between VEMP parameters and Unified Parkinson′s Disease Rating Scale part Ⅲ score ( P>0.05). Conclusion:VEMP, especially cVEMP, as a non-invasive neuroelectrophysiological index, is an objective marker for brainstem damage and could be used for screening early-stage PD patients.
6.Study of feasibility of exchanging intensity-modulated radiotherapy plans after beam matching on two Linacs
Chunfeng FANG ; Shouping XU ; Jun HOU ; Yuanyuan SONG ; Wei XU ; Lin CAO ; Tao YANG ; Zishen WANG ; Dong XIE ; Longlin ZHU ; Baolin QU
Chinese Journal of Radiation Oncology 2021;30(7):702-706
Objective:To explore the feasibility of the clinical implementation of intensity-modulated radiation therapy (IMRT) and volumetric-modulated arc therapy (VMAT) plans with 6MV photon on two Elekta Linacs (Versa HD and Synergy) after beam matching.Methods:The images of 12 patients with nasopharyngeal carcinoma, central lung cancer and prostate cancer were randomly selected, and the IMRT and VMAT plans were designed. Two different dose tools of ionization chamber and three-dimensional detector ArcCheck were used to verify the individualized radiation treatment of 6MV photon beams on two Linacs and compare the differences.Results:The deviations between the doses of two Linacs (Versa HD and Synergy) measured by the ion chamber and treatment planning system were (0.32±1.32)% and (0.54±1.29)%. The differences of all plans were within the range of ±3%, and the deviations of the point dose between two Linacs were within the range of ±2% with no statistical significance (both P>0.05). The γ analysis of verification using ArcCheck showed that the passing rates of all plans under the 2mm/3% and 3mm/3% with 10% threshold conditions were over 95%, respectively. The average differences between two Linacs were 0.19%(2mm/3%) and 0.09%(3mm/3%). Conclusions:The results of performing IMRT/VMAT plans on two Linacs meet the clinical requirements and the differences between two Linacs are small. Hence, the same plans can be implemented interchangeably on different Linacs.
7. Evaluation of plan quality for IMPT and VMAT in the treatment of patients with prostate cancer
Tao YANG ; Shouping XU ; Chuanbin XIE ; Xuan GONG ; Wei XU ; Baolin QU ; Zishen WANG ; Chunfeng FANG ; Lin CAO
Chinese Journal of Radiological Medicine and Protection 2020;40(1):19-25
Objective:
To study the dosimetric characteristics and plan quality of PTV-based intensity modulated proton radiotherapy (IMPT) and volumetric-modulated arc therapy (VMAT) plans for prostate cancer, so as to provide a reference for clinical application.
Methods:
A total of 10 prostate cancer cases were included in this retrospective study. IMPT and RapidArc plans were designed by RayStation and Eclipse TPS based on PTV, respectively. For each case, IMPT plans were generated using multiple field optimization (MFO) technique with two parallel-opposed lateral fields, whereas RapidArc plans were generated using double-arc technique (two full arcs). Final dose calculation of IMPT was conducted by pencil beam(PB) and Monte Carlo (MC) algorithm, respectively, with adopted data model from the pencil beam scanning (PBS) proton therapy system of IBA Protues Plus(IBA Group, Belgium); The data model originated from the linear accelerator of Varian Clinac iX (Varian Medical Systems, America) was used for RapidArc plans. Dosimetric parameters of DVH and dose distribution were used to compare the dose differences in targets and organs at risk (OARs) between these two treatment techniques.
Results:
For targets, HIs of PB-IMPT and MC-IMPT were slightly better than that of RapidArc , but CI of IMPT was slightly lower than that of RapidArc;
8.The application of preoperative autologous blood donation in selective operation of 1 026 patients
Jicheng ZHOU ; Binbin TAN ; Qiaoying HUANG ; Chunmei XIE ; Chunfeng LIANG ; Xigan WEI
Chinese Journal of Blood Transfusion 2017;30(7):724-726
Objective To investigate the application of preoperative autologous blood donation (PABD) in selective operation.Methods Retrospective investigations and analysis were carried out in clinical datas of 1 026 patients of PABD in selective operation from January 2016 to may 2017,comparing with those who had not performed PABD in the same time.Results ①The surgeries of PABD were mainly neurosurgery,urology,orthopedics,gynecology and hepatobiliary surgery,respectively,which accounted for 5.97%,4.90%,3.78%,3.76% and 3.55% of the patients in the same period;②The rate of transfusion of allogeneic red blood cells of selective operation in PABD group of neurosurgery,urology,orthopedics,gynecology and hepatobiliary surgery were 5.66%,2.51%,4.89%,0 and 4.88%,respetively,while not performed PABD group were 25.46%,28.58%,24.77%,10.62% and 17.54%,respetively;③The rate of transfusion of the group of hemoglobin (Hb)< 120 g/L is significantly higher than those Hb is (120-129.9) g/L,(130-139.9)g/L and ≥ 140 g/L(7.65%vs 2.44%,3.66% and 2.70%,P>0.05).Conclusion ①PABD is mainly carried out in neurosurgery,urology,orthopedics,gynecology and hepatobiliary surgery;②The group of Hb< 120 g/L has a high rate transfusion of allogeneic erythrocyte in selective operations;③Only the PABD is improved can patients make benefit from it.
9.Investigate the accuracy of real-time continuous glucose monitoring system in the type 2 diabetes subjects
Chunfeng ZHANG ; Huanqi GE ; Yun XIE ; Hui ZHENG
Tianjin Medical Journal 2015;(8):936-938
Objective To investigate the accuracy of real-time continuous glucose monitoring(RT-CGM)system in the type 2 diabetes mellitus(T2DM). Methods A total of 318 subjects hospitalized between 2013 May to 2014 August were recruited. Each subject received a RT-CGM system. In order to calibrate the interstitial glucose level, finger-stick blood glucose were measured at least four times every day. Patients were divided into three groups according to their finger-stick blood glucose level:≤6.99 mmol/L, 7.0-10.0 mmol/L and≥10.01 mmol/L. Pearson correlation was used to analyze the relationship between the finger-stick glucose and interstitial glucose gained from RT-CGM. Clarke error grid analysis was used to analyze the accuracy of RT-CGM. Results (1)A total of 2, 815 glucose meter values from finger-stick were com?paired with glucose from RT-CGM. A positive relationship(r=0.847)were found between CGM and finger-stick blood glu?cose. The correlation was closer with higher finger-stick blood glucose levels(r=0.457, 0.648 and 0.852 respectively in≤6.99 mmol/L group, 7.0-10.0 mmol/L group and≥10.01 mmol/L group. P<0.001).(2)The Clarke error grid analysis re?vealed that 76.69%of the readings from RT-CGM were clinical perfect (zone A), 20.28%were acceptable (zone B), 3.03%were unacceptable (zone C-E). Clinical perfect rate was lower when the finger-stick glucose≤6.99 mmol/L , compared with that when it is between 7.0-10.0 or≥10.01 mmol/L group(73.12%vs 78.63%&79.28%,P<0.05), there was no significant difference between group of 7.0-10.0 mmol/L with group≥10.01 mmol/L (P>0.05). Conclusion RT-CGM provides accu?rate blood glucose values to guide the treatment of diabetes, and the accuracy is more reliable in high glucose environment.
10.Imaging Manifestations of Benign and Malignant Solitary Fibrous Tumors
Yi SUN ; Lixiang XIE ; Chunfeng HU ; Kai XU
Chinese Journal of Medical Imaging 2015;(6):461-465
Purpose To analyze the imaging manifestations of solitary fibrous tumors (SFT) so as to improve its diagnosis. Materials and Methods The CT and MRI findings of 24 patients with SFT confirmed pathologically were analyzed retrospectively and compared respectively with their pathological results in terms of lesion's location, size, shape, density (signal), type of enhancement and relationship with the surrounding tissues. Seven patients underwent MRI scan, 5 were with enhanced scan; 17 patients were carried out plain CT scan and 11 were with enhanced CT scan. Results The lesions in the 23 cases were solid and 1 was solid and cystic. Through the imaging diagnosis, 20 cases were diagnosed as benign tumors, 2 cases were diagnosed as malignancies, and 2 benign tumors were misdiagnosed, which showed that the diagnose accordance rate was 91.7%(22/24). On plain CT scans, 5 lesions (maximum diameter<4 cm) showed homogeneous density; 7 cases (maximum diameter>5 cm) showed heterogeneous density, 4 of which had calcification and 7 had necrosis; the shapes were round-like or lobulated. On enhanced CT scans, 5 cases presented progressive enhancement pattern, 5 cases showed fast-in and slow-out pattern, 1 case showed slight enhancement pattern. On MRI scan, 4 cases of the solid part of tumors showed isointensity signals on T1WI and isointensity or slight hyperintensity signals on T2WI, 3 cases showed isointensity or low signals on T1WI and low, isointensity or slight hyperintensity signals on T2WI, and slight hyperintensity signal on DWI, the solid part of tumors were strongly enhanced. Two malignant tumors presented features like heterogeneous density, unclear boundary, invasive growth and progressive enhancement pattern. The pathological findings demonstrated that the tumor tissues mainly consisted of spindle cells with rich fibers and vessels. Conclusion The imaging findings of benign and malignant SFT have certain features, malignant SFT have invasive growth signs. The obvious progressive enhancement of solid component which shows isointensity and hyperintensity on T1WI or T2WI may be helpful in the diagnosis of SFT; however, the final diagnosis should be confirmed with histopathology.


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