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Objective@#This study aimed to determine the predictive performance of non-contrast CT (NCCT) signs for hemorrhagic growth after intracerebral hemorrhage (ICH) when stratified by onset-to-imaging time (OIT). @*Materials and Methods@#1488 supratentorial ICH within 6 h of onset were consecutively recruited from six centers between January 2018 and August 2022. NCCT signs were classified according to density (hypodensities, swirl sign, black hole sign, blend sign, fluid level, and heterogeneous density) and shape (island sign, satellite sign, and irregular shape) features. Multivariable logistic regression was used to evaluate the association between NCCT signs and three types of hemorrhagic growth: hematoma expansion (HE), intraventricular hemorrhage growth (IVHG), and revised HE (RHE). The performance of the NCCT signs was evaluated using the positive predictive value (PPV) stratified by OIT. @*Results@#Multivariable analysis showed that hypodensities were an independent predictor of HE (adjusted odds ratio [95% confidence interval] of 7.99 [4.87–13.40]), IVHG (3.64 [2.15–6.24]), and RHE (7.90 [4.93–12.90]). Similarly, OIT (for a 1-h increase) was an independent inverse predictor of HE (0.59 [0.52–0.66]), IVHG (0.72 [0.64–0.81]), and RHE (0.61 [0.54– 0.67]). Blend and island signs were independently associated with HE and RHE (10.60 [7.36–15.30] and 10.10 [7.10–14.60], respectively, for the blend sign and 2.75 [1.64–4.67] and 2.62 [1.60–4.30], respectively, for the island sign). Hypodensities demonstrated low PPVs of 0.41 (110/269) or lower for IVHG when stratified by OIT. When OIT was ≤ 2 h, the PPVs of hypodensities, blend sign, and island sign for RHE were 0.80 (215/269), 0.90 (142/157), and 0.83 (103/124), respectively. @*Conclusion@#Hypodensities, blend sign, and island sign were the best NCCT predictors of RHE when OIT was ≤ 2 h. NCCT signs may assist in earlier recognition of the risk of hemorrhagic growth and guide early intervention to prevent neurological deterioration resulting from hemorrhagic growth.
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Objective@#To explore sex differences in 3D T1texture features in the progression of Alzheimer's disease (AD) and to predict the diagnosis of AD patients of different sex．@*Methods@#Seventy-seven AD patients (34 males and 42 females) ，74 amnestic mild cognitive impairment ( aMCI) patients ( 35 males and 39 females) and 75 healthy controls (HC) (35 males and 40 females) were recruited and high-resolution 3-dimensional T1 structural images were collected． Brain regions closely related to AD brain damage were selected as regions of interest ( ROIs) ，texture feature extraction and feature screening were performed．Analyses were performed by sex，and the support vector machine (SVM) was used for classification and prediction. @*Results @#In the AD vs HC，AD vs aMCI and aMCI VS HC groups by different sex，we obtained some brain regions with relatively high recognition index in different subgroups，and found that there were significant differences between female patients and male patients with high recognition index，and the recognition index of female patients ( area under the curve，accuracy，sensitivity and specificity were generally higher than that of male．@*Conclusion@#There are significant sex differences in texture features in AD process，and the classification and prediction ability of texture features in female patients is better， suggesting the importance of sex differences in AD research．This study provides some reliable biomarkers for early sex-specific identification of AD，which may be helpful for the early diagnosis and treatment of AD in the future.
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Objective@#To investigate the value of clinical data and qualitative and quantitative computed tomography (CT) in predicting the pathological grade of thymoma．@*Methods@#The clinical data and CT images of 81 patients with confirmed pathological diagnoses of thymoma were retrospectively analyzed．The patients were divided into low-risk and high-risk groups according to the pathological results，and the clinical features and qualitative and quantitative CT findings were compared between the groups．The efficacy of different parameters in predicting the pathological thymoma grade was evaluated by logistic univariate and multivariate regression analyses and receiver operating characteristic (ROC) curves. @*Results@#Sixty-two tumors were classified as low-risk thymoma and 19 as high-risk thymoma. The efficacies of both the maximum CT values on enhancement and maximum degree of enhancement for risk prediction were statistically significant (P＜0. 001)．Logistic regression analysis showed that both the maximum CT values on enhancement (OR = 0. 88，95% CI : 0. 83 － 0．94) and maximum degree of enhancement (OR = 0. 92，95% CI :0. 88－0. 97) were independent predictors of thymoma risk (P＜0. 001)．The area under the ROC curve (AUC) of the maximum CT values on enhancement was 0. 884，with a sensitivity of 68. 4% and a specificity of 96. 8% ; the AUC of the maximum degree of enhancement was 0. 833，with a sensitivity of 89. 5% and a specificity of 72. 6% . @*Conclusion@#Quantitative parameters based on enhanced CT are helpful for the preoperative prediction of thymoma risk stratification．The predictive efficacy of the maximum CT values on enhancement is superior to that of the maximum degree of enhancement.
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Objective@#To evaluate the accuracy and feasibility of coronary artery calcium score ( CACS) on virtual non-contrast scan ( VNC) images obtained from coronary artery CT angiography ( CCTA) scan with dual －layer spectral detector CT (SDCT) ．@*Methods @#The data of 197 patients who underwent CCTA scan in hospital were analyzed retrospectively，and 88 patients with CACS ＞0 were further analyzed． Linear regression analysis of CACS and coronary artery calcium volume ( CACV) of true non-contrast (TNC) images and VNC images ( CACS-TNC， CACS-VNC，CACV-TNC，CACV-VNC) was performed to obtain linear regression equation and correction coefficients λ 1AVG and λ2AVG ．CACS-VNC and CACV-VNC were corrected by the corresponding regression equation and recorded as CCACS-VNC and CCACV-VNC，respectively．Spearman correlation coefficient was used for correlation analysis and Bland-Altman plot was used for consistency test．Mann-Whitney U test was used to compare the difference between the two groups. @*Results @#For the total coronary artery，there was a strong correlation between CACS- TNC and CACS-VNC (rs = 0. 952，P ＜0. 001 ，λ 1AVG = 2. 19 ) ，CACV-TNC and CACV-VNC ( rs = 0. 954，P < 0. 001，λ2AVG = 1. 93) ．The results of Mann-Whitney U test showed that there was no significant difference between CACS-TNC and CCACS-VNC or between CACV-TNC and CCACV-VNC，and the Bland-Altman plot showed good consistency between CACS-TNC and CCACS-VNC ，CACV-TNC and CCACV-VNC．@*Conclusion@#VNC images based on SDCT can accurately measure CACS and be used for cardiovascular risk classification，which is expected to replace TNC scan and reduce the radiation dose of patients.
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Objective To explore the prognostic value of MCF in elderly patients with cardiac amy-loidosis using CMR.Methods A retrospective analysis was conducted on 54 elderly patients with cardiac amyloidosis diagnosed in our hospital.All patients underwent CMR imaging.They were di-vided into a survival group of 25 cases and a mortality group of 29 cases based on clinical out-comes.Correlations of MCF with CMR parameters and biochemical indicators were evaluated.Cox regression analysis was performed to identify independent predictors of patient survival.Survival analysis was used to assess the value of MCF in predicting patient prognosis.Results The surviv-al group had significantly higher MCF than the mortality group[(70.63±24.72)％vs(43.59± 13.36)％,P=0.001].As MCF increasing,LVEF level was in an increasing trend,while LVMI,LVGPWT,ECV,and troponin T and NT-proBNP levels showed a decreasing trend.Multivariate Cox regression analysis revealed that MCF was an independent predictor of patient survival(HR=0.922,95％CI:0.866-0.981,P=0.011).Kaplan-Meier survival curve showed that the patients with MCF＞57％had significantly higher survival rates than those with MCF ≤57％(P＜0.01).Conclusion MCF is an effective imaging indicator for evaluating the prognosis of elderly patients with cardiac amyloidosis,which can help identify high-risk patients and guide clinical treatment.
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MAGED4B belongs to the melanoma-associated antigen family; originally found in melanoma, it is expressed in various types of cancer, and is especially enriched in glioblastoma. However, the functional role and molecular mechanisms of MAGED4B in glioma are still unclear. In this study, we found that the MAGED4B level was higher in glioma tissue than that in non-cancer tissue, and the level was positively correlated with glioma grade, tumor diameter, Ki-67 level, and patient age. The patients with higher levels had a worse prognosis than those with lower MAGED4B levels. In glioma cells, MAGED4B overexpression promoted proliferation, invasion, and migration, as well as decreasing apoptosis and the chemosensitivity to cisplatin and temozolomide. On the contrary, MAGED4B knockdown in glioma cells inhibited proliferation, invasion, and migration, as well as increasing apoptosis and the chemosensitivity to cisplatin and temozolomide. MAGED4B knockdown also inhibited the growth of gliomas implanted into the rat brain. The interaction between MAGED4B and tripartite motif-containing 27 (TRIM27) in glioma cells was detected by co-immunoprecipitation assay, which showed that MAGED4B was co-localized with TRIM27. In addition, MAGED4B overexpression down-regulated the TRIM27 protein level, and this was blocked by carbobenzoxyl-L-leucyl-L-leucyl-L-leucine (MG132), an inhibitor of the proteasome. On the contrary, MAGED4B knockdown up-regulated the TRIM27 level. Furthermore, MAGED4B overexpression increased TRIM27 ubiquitination in the presence of MG132. Accordingly, MAGED4B down-regulated the protein levels of genes downstream of ubiquitin-specific protease 7 (USP7) involved in the tumor necrosis factor-alpha (TNF-α)-induced apoptotic pathway. These findings indicate that MAGED4B promotes glioma growth via a TRIM27/USP7/receptor-interacting serine/threonine-protein kinase 1 (RIP1)-dependent TNF-α-induced apoptotic pathway, which suggests that MAGED4B is a potential target for glioma diagnosis and treatment.
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Humans , Tumor Necrosis Factor-alpha , DNA-Binding Proteins/metabolism , Ubiquitin-Specific Peptidase 7 , Cisplatin , Temozolomide , Transcription Factors , Glioma , Cell Proliferation , Melanoma , Cell Line, Tumor , Apoptosis , Nuclear Proteins/geneticsABSTRACT
Objective:To explore whether left ventricular interstitial fibrosis is associated with left atrial enlargement and left atrial dysfunction in patients of hypertrophic cardiomyopathy(HCM) with preserved ejection fraction.Methods:From October 2018 to September 2021, 59 HCM including 30 with enlarged maximal left artrial volume index (LAVI max), 29 with normal LAVI max and 28 age-and gender-matched controls were retrospectively enrolled. Imaging protocol included cine sequence, late gadolinium enhancement and T 1 mapping.The relationships between left ventricular mass index (LVMI), quantitative myocardial fibrosis and left atrial-related indexes were analyzed. One-way analysis of variance with Bonferroni post hoc correction or Kruskal-Wallis was performed for continuous variables. Categorical variables were assessed using the Chi-square test or Fisher′s exact test. Pearson or Spearman analysis was used for linear or monotonic nonlinear correlations. Results:The left ventricular end-diastolic volume index, left ventricular end-systolic volume index, left ventricular cardiac output and LVMI of HCM with enlarged LAVI max group were higher than HCM with normal LAVI max group and control group( P<0.05).Correlation analysis showed that LVMI correlated positively with LAVI max( r=0.780, P<0.001) and minimal left artrial volume index (LAVI min) ( r=0.816, P<0.001), extracellular volume correlated positively with LAVI max( r=0.462, P<0.001) and LAVI min( r=0.483, P<0.001),%LGE was correlated positively with LAVI max( r=0.311, P<0.05) and LAVI min( r=0.327, P<0.05),left ventricular index interstitial volume was correlated negatively with left atrial ejection fraction of reservoir ( r=-0.669, P<0.001),left atrial ejection fraction of conduit ( r=-0.472, P<0.001),left atrial ejection fraction of pump ( r=-0.518, P<0.001)and left atrial expansion index( r=-0.626, P<0.001). Conclusion:There is association between LVMI and fibrosis and left atrial enlargement and phases dysfunction in HCM with preserved ejection fraction.
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Objective:To explore the value of the logistic regression model with three-dimensional CT quantitative parameters in combination with qualitative parameters in predicting the invasiveness of pure ground glass nodules (pGGN).Methods:The clinical data and image features of 191 patients (196 lesions) with pGGN on CT confirmed as lung adenocarcinoma by pathology from April 2019 to December 2019 in Anhui Chest Hospital were retrospectively analyzed. Totally, 196 lesions were divided into atypical adenomatous hyperplasia (AAH)+adenocarcinoma in situ (AIS)+minimally invasive adenocarcinoma (MIA) group ( n=128) and invasive adenocarcinoma (IAC) group ( n=68). CT quantitative parameters included the maximum diameter, volume, average CT value and quality of pGGN, and the qualitative parameters included the intrinsic vascular changes, abnormal air-bronchogram, lobulated signs, bubble-like sign, pleura-traction sign, and fuzzy tumor-lung interface sign. The Mann-Whitney U test was used to compare the quantitative parameters and the Pearson χ 2 test was used to compare the qualitative parameters between two groups. The independent predictors of IAC and predictive probability value were screened by univariate analysis in combination with multivariate logistic regression analysis. The ROC curves were drawn to compare the diagnostic probability of logistic regression prediction probability and each single parameter. Results:There were statistically significant differences in maximum diameter [0.92(0.77,1.14) cm vs. 1.41(1.12, 1.93) cm, Z=-7.366, P<0.001], volume[0.31(0.20, 0.53) cm 3 vs. 0.88(0.41, 2.00) cm 3, Z=-6.254, P<0.001], average CT value[-571.5(-637.2, -477.0) HU vs. -418.1(-532.4, -338.5) HU, Z=-5.882, P<0.001], quality[0.14(0.09, 0.25) g vs. 0.42(0.26, 1.21) g, Z=-7.438, P<0.001], intrinsic vascular changes(23 vs. 49, χ2=55.906, P<0.001), abnormal air-bronchogram(13 vs. 30, χ2=29.908, P<0.001) and pleura-traction sign(39 vs. 32, χ2=5.291, P=0.021) between the two groups. The logistic regression analysis showed that the maximum diameter, average CT value, intrinsic vascular changes and abnormal air-bronchogram were the independent risk factors of IAC, and the odds ratio value(95%CI) were 10.624(1.275-88.522), 1.004(1.000-1.008), 3.424(1.458-8.043) and 2.993(1.114-8.043), respectively. The ROC curve demonstrated that the area under the curve, sensitivity and specificity of the logistic regression model were 0.899, 0.912, and 0.711 respectively, which were better than separate analysis results from each single parameter. Conclusion:The logistic regression model with a combination of three-dimensional CT quantitative and qualitative parameters can predict the invasiveness of pGGN better.
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Objective:To analyze the key projects in medical imaging and biomedical engineering area funded by national natural science foundation of China (NSFC) in the past ten years, so as to provide reference of application for scientific researchers.Methods:The funded projects through fund code H18 (medical imaging and biomedical engineering) of NSFC during 2010 to 2019 was analyzed. The funded fields, geographical distribution, research direction, applicants, supporting institutions, and the characteristics and trends of key researches were summarized.Results:A total of 68 projects were funded under H18, including 58 in projected area and 10 in non-projected area. The average funding rate was 19.0% (68/358) in the last ten years. Institutions of higher learning received 51 grants while scientific research institutes had 17. Thirty-seven supporting institutions received H18 key project funding, among which 22 received 1 grant and 15 received 2 or more. There were 51 (75%) male project leaders and 17 (25%) female leaders. The age of project leaders ranged from 35-66 years. Among the project leaders of H18 key funded projects, 52 leaders were approved once, and 8 were approved twice. The average interval between two approved key projects was 5.8 years.Conclusions:Since the establishment of the Department of Health Sciences in 2009, the sum of the fund and the number of the funded key projects in imaging medicine and biomedical engineering field have increased year by year. With the joint efforts of the majority of clinical workers and scientific researchers, research in this domain will achieve rapid development in our country.
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Objective:To explore the value of cardiovascular MR (CMR) T 1 mapping in evaluating myocardial injury in patients recovered from COVID-19. Methods:The clinical and image data of 15 patients with COVID-19 (9 with moderate clinical manifestation, 6 with severe clinical manifestation) who underwent CMR screening at 3 months after being discharged from the Second People′s Hospital of Fuyang City during May 2020 to June 2020 were prospective collected. Fifteen COVID-19 patients were selected as case group, and another 11 healthy volunteers were selected as control group. A standardized CMR protocol included cine, native and enhanced T 1 mapping, late gadolinium enhancement (LGE). Cardiac functional parameters, native T 1 value of left ventricular and extracellular volume fraction (ECV) were measured. One way ANOVA was used to assess the difference between CMR parameters among moderate and severe manifestation groups and control group, and LSD- t was used to assess the difference between the three groups. Results:LGE value was negative in all subjects. ECV values were higher in recovered COVID-19 patients with either moderate (27.9%±2.7%) or severe manifestation (30.0%±3.7%) than control group (23.2±1.9%) ( P<0.05); there was no significant difference of ECV values between recovered COVID-19 patients with moderate and severe manifestation ( P=0.100). There was no difference of native T 1 values and other functional and morphologic parameters of left ventricular and right ventricular among recovered COVID-19 patients with moderate and severe manifestation and control group ( P>0.05). Conclusion:CMR myocardial tissue ECV increase in patients who recovered from COVID-19, suggesting subclinical myocardial injury.
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Objective@#To explore the imaging changes of lung lesions in patients with imported COVID-19 patients when reaching the discharge standard.@*Method@#The clinical and CT imaging data of 60 patients with imported COVID-19 cured and discharged from January to February 2020 in Anhui Province were retrospectively collected. The clinical characteristics of the patients and the characteristics of chest CT images at discharge were analyzed.@*Results@#Fever (57 cases) and cough (55 cases) were the main symptoms in 60 patients. At the initial diagnosis, 5 cases were mild, 53 were ordinary, and 2 were severe. In 5 light patients, 3 cases were negative in the whole course of CT examination, 2 cases were negative in the first time and abnormal in the second time. . The first CT imaging features of 55 patients (53 common type and 2 severe type)were mainly bilateral lung involvement (51 cases), multiple lesions (33 cases), more common under the pleura (40 cases), and ground glass opacities were the most common. (55 cases). The clinical features of chest CT in clinical outcomes are that the ground glass shadow in the lung gradually fades and was completely absorbed (19 cases); the scope of ground glass shadow in the lung expanded and progressed to crazy-paving, consolidation shadow, and the lesion gradually absorbs again followed by Fibrous cord shadows (27 cases); ground-glass opacities in the lungs quickly progressed to a consolidation and then slowly absorbed . Most of the lesions were accompanied by more residual fibrous cord shadows (4 cases). In 2 severe patients, the lesions in the lungs were larger ground glass, and a big amount of fibrous foci remained after slowly absorption.@*Conclusion@#Chest CT plays an important role in the diagnosis and treatment of imported COVID-19, and the degree of lung involvement seen on CT images is in good agreement with clinical outcome.
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Objective:To explore the imaging changes of lung lesions in patients with imported COVID-19 when reaching the discharge standard.Methods:The clinical and CT imaging data of 60 cured patients with imported COVID-19 and discharged from January to February 2020 in Anhui Province were retrospectively collected. At the initial diagnosis, 5 cases were mild, 53 were ordinary, and 2 were severe. The clinical characteristics of the patients and the characteristics of chest CT images at discharge were analyzed.Results:Fever (57 cases) and cough (55 cases) were the main symptoms in 60 patients. In 5 mild patients, 3 cases were negative in the whole course of CT examination, 2 cases were negative in the first time and abnormal in the second time. The first CT imaging features of 55 patients (53 common type and 2 severe type) were mainly bilateral lung involvement (51 cases), multiple lesions (33 cases), more common under the pleura (40 cases), and ground glass opacities were the most common (55 cases). The features of chest CT in clinical outcomes were that the ground glass shadow in the lung gradually faded and was completely absorbed (19 cases); the scope of ground glass shadow in the lung expanded and progressed to crazy-paving, consolidation shadow, and the lesion gradually absorbed again followed by fibrous cord shadows (27 cases); ground-glass opacities in the lungs quickly progressed to a consolidation and then slowly absorbed. Most of the lesions were accompanied by more residual fibrous cord shadows (4 cases). In 2 severe patients, the lesions in the lungs were larger ground glass, and a large amount of fibrous foci remained after slow absorption.Conclusions:Chest CT plays an important role in the diagnosis and treatment of imported COVID-19, and the degree of lung involvement seen on CT images is in good agreement with clinical outcome.
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Objective Toinvestigatetheapplicationvalueofthreedimensionalliveraccelerationvolumeacquisition(3D LAVA) multiphasedynamiccontrastenhancedMRIinBudd-Chiarisyndrome(BCS).Methods Aretrospectiveanalysiswasperformedforthe clinicaldataof49patientswithBCSwhounderwent3DLAVA multiphasedynamiccontrastenhanced MRIandwereconfirmedby DSA.Theappearanceofinferiorvenacava,hepaticvein,accessoryhepaticvein(AHV)andcollateralcirculationonbothDSAand3D LAVA wereobserved.BCStypeandAHVnumberswereanalyzedusingtheχ2test.3DLAVAandDSAinthemeasurementofthe mean diameter of A H V were compared by Student’s t test.The Kappa statistics was calculated to quantify the consistency between thetwomethodsinthedetectionofAHV.Results Amongthe49patients,therewasnosignificantdifferencebetweenMRIandDSA inBCSclassification (P＝0.694).MRIandDSAshowedstatisticalsignificances(P＜0.01)inthenumberofAHVandthemeancaliber of the A H V respectively.T he Kappa coefficient (K＝0.621 ) de m onstrated good consistency for the tw o m ethods in detecting the numberofAHV.3DLAVAshowedmoreadvantagesincollateralcirculationthanDSA.Conclusion 3DLAVA mayaccuratelydetect hepaticvein,inferiorvenacava,AHV,andextrahepaticcollateralcirculationinBCSandcanhelptoevaluatethepatient’sconditionas wellastoselectthealternativemodalityininterventionaltherapy.
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Objective To investigate the application value of three dimensional pCASL (3D pseudo-continuous arterial spin labeling) with three groups of post-labeling delay (PLD) time in the clinical staging of nasopharyngeal carcinoma. Methods Thirty-one patients with nasopharyngeal carcinoma diagnosed by pathology between August 2016 and January 2018 were analyzed. All patients underwent nasopharyngeal MRI routine plain scan, 3D pCASL and dynamic enhanced scan, 3D pCASL scan in three groups, PLD time was set to 1525 ms, 2025 ms and 2525 ms respectively. The clinical stages (8th Edition UICC/AJCC staging) of patients, the overall clinical stage, T stage and N stage were divided into high and low stage group low stage group:7 cases of overall stageⅠ+Ⅱ, 12 cases of T stage T1+T2, 10 cases of N stage N0+N1, high stage groups:24 cases of overall stageⅢ+Ⅳ, 19 cases of T stage T3+T4, 21 case of N stage N2+N3. The GE AW4.6 workstation is used to process the 3D pCASL data. With reference to the axial T2WI image, irregular ROIs with complete inclusion of tumor were manually drawn to automatically generate the mean blood flow to the Tumor Blood Flow (TBF). In three subgroups, PLD time measurement of TBF values were recorded as the TBF (1.5), the TBF (2.0) and TBF (2.5)which were shown in the TBF color charts. Derived variables were used to assess the TBF values of three groups. Two independent sample t test was used to compare TBF values between high and low stages of nasopharyngeal carcinoma. Spearman correlation analysis was used to analyze the TBF value of nasopharyngeal carcinoma and the each clinical stage. ROC analysis was performed to calculate its diagnostic efficiency. Results On the TBF color map, TBF and perfusion was slightly higher for nasopharyngeal carcinoma. The TBF value of nasopharyngeal carcinoma in three groups at PLD time was TBF(1.5)=(140.59+46.51) ml·100 g-1·min-1, TBF(2.0)=(149.93+48.63) ml · 100 g-1 · min-1, and TBF(2.5)=(157.76+44.83) ml · 100 g-1 · min-1. In the overall clinical stage, T stage and N stage, the TBF value of the high stage group was significantly higher than that of the low stage group(Total clinical stage:t=2.471, 2.774 and 2.6, respectively;T stage:t=1.581, 1.348 and 1.472, respectively;N stage:t=2.083, 2.129 and 2.046, respectively;all P<0.05). TBF value was positively correlated with overall stage, T stage and N stage (when PLD=1.5 s, r=0.474,0.289 and 0.447,respectively;When PLD=2.0 s,r=0.509,0.311 and 0.471,respectively;When PLD=2.5 s,r=0.500, 0.252 and 0.463, respectively;all P<0.05). According to ROC curve analysis, TBF has good diagnostic performance in all clinical stage. Conclusions 3D pCASL, as a non-invasive magnetic resonance perfusion imaging technique, can accurately measure the TBF value of nasopharyngeal carcinoma. The TBF value obtained by PLD=2.0 s had the best correlation with each stage, which has a guiding value for the clinical staging of nasopharyngeal carcinoma.
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Objective To investigate the safety and efficacy of CT-guided 125I seed implantation in the treatment of metastatic lymph nodes within the abdomen.Methods Data of 55 patients who underwent CT-guided 125I seed implantation with a total of 63 metastatic lymph nodes within the abdomen were retrospectively analyzed.The efficacy was evaluated.Results 125I seeds were successfully implanted in all 55 patients,and the radiation dose reached the pre-operation plan requirements.The response rate of 1,3,6,9 and 12 months after operation was 76.19％ (48/63),80.65％ (50/62),71.43％(30/42),77.50％(31/40) and 78.95％(30/38),respectively.And the clinical benefit rate was 93.65％(59/63),88.71％(55/62),80.95 ％ (34/42),85.00％(34/40) and 84.21％(32/38),respectively.There were 42 patients combined with abdominal pain and back pain before the operation.Among them,39 patients (39/42,92.86％) relieved 1 month after operation.No severe complication occurred intraoperatively or postoperatively,such as inhibition of bone marrow,bleeding or infection.The survival rate of 1,3,6,9 and 12 months postoperatively was 100％,98.20％,61.80％,58.20％ and 54.50％,respectively.Conclusion CT-guided 125I seed implantation is one of the safe and effective methods for treating metastatic lymph nodes within the abdomen.
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Objective To investigate the value of renal CT volumetric texture analysis with machine learning radiomics in assessment of pathological grade of clear cell renal cell carcinoma(ccRCC). Methods Thirty-four biopsy-confirmed ccRCC subjects who had four-phase CT scanning (NC:non-contrast, CM: Corticomedullary, N: Nephrographic, E: Excretory) were collected retrospectively from June 2013 to October 2017 for the study.Non-rigid registration was performed on multi-phase CT images in reference to CM-phase.Each lesion was segmented on CM-phase CT images using our in-house volumetric image analysis platform,"3DQI".A set of fifty-nine volumetric textures,including histogram,gradient,gray level co-occurrence matrix(GLCM),run-length(RL),moments,and shape,was calculated for each segment lesion in each phase as parameters for the training/testing of Random Forest (RF) classifier. Four groups according to pathological Fuhrman grade on a scaleⅠtoⅣ,these tumors were then divided into low(Ⅰ+Ⅱ) and high grade ( Ⅲ + Ⅳ) groups. Feature selection was performed by Boruta algorithm. A 10-fold cross-validation method was applied to validate the RF performance by receiver operating characteristic (ROC) curves analysis to determine the diagnostic accuracy of the model. Results Subjects were divided into four groups by Fuhrman grade on a scaleⅠtoⅣ:3 cases gradeⅠ,19 cases gradeⅡ,8 cases gradeⅢand 4 cases gradeⅣ.In CM-phase,kurtosis and long-run-emphasis(RLE)were selected the most important textures for ccRCC staging among 59 features. The area under curve (AUC) of ROC was 0.88 (79% sensitivity and 82% specificity)by using kurtosis and RLE textures.The mean values of kurtosis and RLE were(-20.00±22.00)×10-2and(3.00±0.40)×10-2for low group,whereas(31.00±32.00)×10-2and(5.00± 0.02)×10-2for high group.Within the mean±SD range of statistics,radiomics can distinguish between low and high grade tumors.In multi-phase analysis,three most important features were selected among 236(59× 4) textures: kurtosis (CM-phase), GLCM homogeneity I (HOMO 1) (E-phase), and GLCM homogeneity 2 (HOMO2)(E-phase).The mean values of HOMO 1(E-phase)and HOMO 2(E-phase)were(19.00±0.03)× 10-2and(11.00±0.02)×10-2for low group,whereas(22.00±0.03)×10-2and(14.00±0.02)×10-2for high group. The AUC was 0.92(93% sensitivity and 87% specificity)by using these three textures. Conclusion This study has demonstrated that renal CT volumetric texture analysis with machine learning radiomics could preoperative accurately perform cancer staging for ccRCC.
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Objective To explore the in vivo/in vitro MR imaging effect of Angiopep2 modified glioma targeted block copolymer micelles(ANPs/CPT). Methods Angiopep2 modified DOTA-Gd conjugated polymeric micelles based on beta-cyclodextrin(β-CD) were successfully synthesized.Water proton longitudinal relaxation rate (1/T1) were calculated to compare the r1of DOTA-Gd and ANPs/CPT. Different concentration of DOTA-Gd, NP/CPT, ANP/CPT were co-cultured with C6 cells, the intracellular content of Gd3+was analyzed by ICP-AES;The signal intensity(SI) and contrast to noise ratio(CNR) were measured by 1.5 T MR;The CNR of ANPs/CPT was evaluated on different organs of normal rats. The enhancement feature of ANP/CPT in glioma as well as T/N and CNR between tumor and normal brain tissue were also investigated.Several comparisons were made between the 3 groups by one-way ANOVA,and the difference were significant when P<0.05.Results The r1of ANPs/CPT(13.900 s-1·mmol/L-1)was 3 times as much as DOTA-Gd(4.927 s-1·mmol/L-1).C6 cells uptake different concentrations of Gd3 +had significant difference among groups(F=362.502,1636.136,386.880,918.173, P<0.001).The difference of SI and CNR among groups were significant(F=55.240,155.419,P<0.001).The CNR of the brain tissue had significant difference with other organs at all times after tail vein injection of ANPs/CPT(F=9.417,21.808, 21.383,107.318,178.762,P<0.01).The ANPs/CPT showed excellent brain-targeting efficiency and theT/N ratio(30 min after),CNR in different time point had significant difference among groups (F=5.349,6.594,24.078,18.508 and 6.840,6.780,5.895,12.620,37.139,368.893, P<0.05).Conclusions ANPs/CPT shows nice agnetic relaxation performance,extended blood circulation duration,excellent brain-targeting efficieney, which will render the theranosticnano-carriers with important reference for the construction of new generation multifunctional nanomedicine.
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Objective@#To investigate the prevalence, gender and age distribution characteristics of tonsilloliths and its CT diagnosis, in order to improve the knowledge of clinicians.@*Methods@#The images of 2 710 patients who underwent head and neck CT scans from November 2015 to November 2016 were retrospectively reviewed, the prevalence, gender and age distribution of tonsilloliths and CT manifestation were analyzed. SPSS 18.0 was used for statistical analysis.@*Results@#Tonsilloliths were found in 383 (14.1%) of the 2 710 patients, including 217 men and 166 women. The prevalence was 15.1% in men and 13.1% in women, and no gender difference was seen. The age of patients with tonsilloliths ranged from 6-88 years, and the mean age was (51.1±16.8) years. The prevalence of tonsilloliths in patients 40 years and younger was significantly lower than in those who were over 40 years (χ2=15.201, P<0.001), and the prevalence of tonsilloliths was positively correlated with age(r=0.812, P=0.008). One hundred and twenty eight cases of tonsilloliths were located on the right side, and 157 were located on tleft side. Tonsilloliths were detected bilaterally in 98 patients. There was no significant difference between left and right sides(χ2=1.919, P=0.166). Most of tonsilloliths showed a single small tonsillolith, 60.6% of tonsilloliths showed only one tonsillolith, whereas 39.4% showed two or more. The size of tonsilloliths ranged from 1.0 to 10.0 mm, the mean maximum diameter was (2.3±1.2) mm, and 86.7% of tonsilloliths with a maximum diameter of no more than 3.0 mm. Tonsilloliths showed dot, round or oval hyperdense in tonsillar crypt or parenchyma. CT attenuation of majority tonsilloliths was over 120 Hu.@*Conclusion@#Tonsilloliths are more common than previously suggested, its CT diagnosis is not difficult, and the knowledge of clinician and radiologist needs to be improved.
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Objective To observe microstructural changes of white matter in Alzheimer's disease (AD),and to find out the relationship between white matters lesion and declined cognition.Methods Twenty-four AD patients and 24 controls with normal cognition performed diffusion tensor imaging MR scan.Tract-based spatial statistical analysis (TBSS) was used to investigate microstructural change of white matter,and then its correlation with Mini-Mental State Examination (MMSE) scores was analyzed.Results Fractional anisotropy (FA) values were decreased in corpus callosum,fornix,left corticospinal tract,bilateral cerebral peduncle,superior cerebellar peduncle,internal capsule,corona radiata,posterior thalamic radiation,sagittal stratum including inferior longitidinal fasciculus and inferior fronto-occipital fasciculus,external capsule,cingulate gyrns,hippocampus,superior longitudinal fasciculus and uncinate fasciculus,while mean diffusivity (MD) values were increased in fornix,left hippocampus,bilateral internal capsule,corona radiata,posterior thalamic radiation,sagittal stratum including inferior longitidinal fasciculus and inferior fronto-occipital fasciculus,external capsule,cingulate gyrus,superior longitudinal fasciculus,superior fronto-occipital fasciculus and uncinate fasciculus (all P ＜ 0.05,threshold-free cluster enhancement corrected).MMSE scores had a positive correlation with decreased FA values of left sagittal stratum (r =0.535,P =0.007) and negative correlations with increased MD values of left sagittal stratum (r =-0.427,P =0.037),left superior longitudinal fasciculus (r =-0.424,P =0.039) and left uncinate fasciculus (r =-0.505,P =0.012).Conclusions There exist widespread white matter lesions in AD with impairment of white matter connections of intra-and inter-hemispheres.Impaired white matters in left hemisphere may have close relationships with cognition decline.
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As an efficient health care system ,the hierarchical medical system is characteristic of its continuation of the division of work at different levels of medical services in the diagnosis and treatment functions .Two major roadblocks hinder the building of such a system ,namely a serious shortage of primary service capabilities ,and lack of incentives in the referral from superior institutions .Success of such a system lies in enhancement of the service capabilities of primary medical institutions by all means , and smooth functioning of a dual referral system .