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Radiomics has become an important means of medical imaging diagnosis. Cardiovascular diseases seriously threaten human life, and nuclear medicine has shown its unique advantages in the diagnosis of cardiovascular diseases. In this field, relevant studies on the combination of nuclear medicine and radiomics have achieved some results. The combination of two technologies has great application prospects, but there are also some challenges. This paper reviews the basic principles of radiomics, the advantages and clinical applications of nuclear medicine in the diagnosis of cardiovascular diseases, the current research status, challenges and foreground of radiomics combined with nuclear medicine in the diagnosis of cardiovascular diseases, in order to provide some useful thoughts for further research.
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Objective To investigate the effect of modified radiographic position for peripherally inserted central catheter (PICC) on XGray imaging.Methods FiftyGone patients of standard anteriorGposterior radiography (control group)and 50 patients of radiography with the left side of the body tilted 10 to 30 degrees to the right (modified group)were collected retrospectively.The quality of imaging was analyzed between groups.Results The image quality was significantly improved in the modified group (χ2＝ 1 7.27,P＜0.05).Conclusion When the bedside mobile DR is performed on PICC patients,raising the left side of the body and tilting to the right 10 to 30 degrees,known as modified radiographic position,can effectively increase the image quality and improve the identification of PICC,so as to accurately determine the depth of the PICC catheter.
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Objective Toinvestigatetheeffectofpressureandnon-pressureonthedirectimagingoflowerlimbdeepveinswith CTvenography(CTV).Methods 100patients(50malesand50females,aged30－80yearsold,mean (63.5±13.5yearsold)with suspectedlowerextremityvenousdiseasesfrom September2015to October2018 wereretrospectivelyanalyzed.50patientswere scannedafterpressingtheankle(controlgroup),andtheother50werescannedwithoutpressingtheankle(experimentalgroup).Results Therewerenosignificantdifferencesbetweenthecontrolandexperimentalgroupsintheauxiliaryveinscore (t＝－0.20,P＝0.82), femoralveinscore(t＝－0.1,P＝0.91),andtotaliliacveinscore(t＝－0.03,P＝0.97).Conclusion CTV withoutpressingtheankle demonstratescomparableefficacytodirectimagingoflowerlimbdeepveins,withgoodimagequality,reducedcomplicationsandeasy toapply,sothatitshouldbewidelyusedinclinicalpractice.
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Objective To explore the relationships among the central nervous system,the lower urinary tract and urinary microbiome by a rat model of stress-induced voiding dysfunction.Methods Rats were randomly assigned to stress group (exposure to water-avoidance stress for 10 days),stress-withdrawal group (exposure to the stress and then withdrawal for 2 weeks) or control group.On day 11 for stress and control groups or 2 weeks after day 11 for stress-withdrawal group,the Light-dark box transition test,lower abdominal pain threshold,micturition frequency and cystometry measurements were determined.Urine specimens were collected and processed for 16S rDNA gene sequencing.Results Compared to control group,the water-avoidance stress dramatically decreased in the time spent in the light area (P ＜0.01) and decreased mechanical pain threshold in stress group,which were reversed in stress-withdrawal group.While there was no significant difference in the micturition frequency between the control and stress-withdrawal groups,the stress group (20.33 ± 3.77) showed significantly more micturition frequencies than control (8.14 ± 2.23) and stress-withdrawal group (9.67 ± 1.89) (P ＜ 0.01).The stress dramatically increased voiding contractions in both the stress (7.33 ± 1.79) and stress-withdrawal (4.83 ± 1.06) groups compared to control rats (2.71 ± 1.38) (P ＜ 0.05).However,the stress-withdrawal group showed less voiding contractions than the stress group (P =0.03).The bacteria diversity in stress group were dramatically higher than those of the other two groups (P ＜ 0.01).Almost all specimens of the control rats were dominated by Enterococcacae,whereas samples from the stress group contained more diverse bacteria.The diversity of microbiota in the stress-withdrawal group was between those of the other two groups.LEfSe identified genera differed significantly among groups:Lactococcus and Proteus were significantly increased in in the stress-withdrawal group;Halomonas,Aggregatibacter,Haemophilus,Pseudomonas and Streptococcus were significantly higher in the stress group.Conclusions Water-avoidance stress experiments demonstrated the impact of stress on bladder function and urinary microbiome,which tended to be ameliorated after a two-week withdrawal from stress.Further research is needed to understand the connections between central nervous system,bladder and urinary microbiome.
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Objective To characterize the female urinary microbiome associated to OAB (overactive bladder) and investigate relationships between urinary microbiome and psychological factors.Methods 30 women with OAB and 25 asymptomatic controls were recruited and required to finish the overactive bladder symptom score,self-rating anxiety scale,self-rating depression scale and quality of life questionaires.Urine specimens were collected by transurethral catheterization and processed for 16S rRNA gene sequencing.Sequencing reads were processed using QIIME.Analyses for bacterial genera biomarker was used LEfSe algorithms.Bivariate correlations were assessed using Pearson's correlation.Results The two cohorts showed no significance difference in their demographic characteristics.OAB patients had significantly higher scores on overactive bladder symptom score,self-rating anxiety scale,self-rating depression scale and quality of life than controls (P ＜ 0.001).We found that bacterial diversity (Chao1 index:1 854.09 ± 1 239.34) and richness (Simpson index:0.75 ±0.23) were decreased in OAB samples than those of controls (Chao1 index:2 866.27 ± 1 795.22;Simpson index:0.86 ± 0.12;P =0.02).At the family level,Enterobacteriaceae and (17.6％ vs.8.1％;P =0.03) Bifidobacteriaceae (14.8％ vs.3.6％;P =0.01) were significantly more abundant in the OAB samples than the controls.Compared to controls,7 genera increased in OAB patients (e.g.,Proteus and Aerococcus) and 13 reduced (e.g.,Lactobacillus and Prevotella).There are negative correlations between scores on Self-Rating Depression Scale and both Chao1 (r =-0.458,P =0.011) and shannon indexes (r =-0.516,P =0.003) in OAB patients,which indicates that OAB patients with depression have further reductions in bacterial diversity and richness.Conclusions The aberrant urinary microbiome may serve as disease biomarkers and potential therapeutic targets of OAB.A negative correlation between depression scores and both bacterial richness and diversity in OAB patients indicated that there might be a connection between central nervous system and urinary microbiome.
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Objective To identify the risk factors of chronic ketamine-induced upper urinary tract dysfunction (KUUTD).Methods Medical records of 103 patients with ketamine-associated urinary dysfunction(KAUD) from Sep.2009 to Jul.2015 were retrospectively reviewed.All the patients were divided into the upper urinary tract dysfunction group(n =39)or the normal group(n =64)according to the diagnostic criteria.Indexes such as general features (age,gender,BMI),drug-abusing characteristics (abusing time,frequency,dose,abstinent period),duration of LUTS,pelvic pain and urgency/frequency symptom score(PUF score),serum parameters (WBC,ALT,AST,γ-GT),bladder diary (daytime inter-void interval,nocturia,average urine volume),urodynamic data (maximum cystometric capacity,post-void residual,maximum urethral closure pressure,maximum and average flow rate,instable contraction,bladder compliance) and imaging manifestations were compared between the two groups.Logistic regression analysis was performed for the evaluation of variables with statistical significance.Results There was significantly difference between the two groups in BMI (t =2.127,P =0.043),drug-abusing frequency (t =2.335,P =0.029),abstinent period (t =3.451,P =0.003),duration of LUTS (t =2.289,P =0.036),PUF score (t =3.030,P =0.004),γ-GT value(t =2.697,P =0.012),MCC(t =5.056,P ＜ 0.001),MUCP(t =3.015,P =0.008),BC (t =8.562,P ＜ 0.001) and imaging findings of bladder contracture (x2 =15.155,P ＜0.001).The multivariate Logistic regression analysis showed that drug-abusing frequency(OR =1.279,P =0.038),abstinent period(OR =0.394,P =0.028),γ-GT value (OR =1.007,P =0.032),MCC (OR =0.775,P =0.011)and BC (OR =0.013,P =0.008)were the key factors of KUUTD.Conclusion Consecutive and frequent drug abuse,combination with chronic obstructive cholangitis,reduced capacity and low compliance bladder are the risk factors of upper urinary tract dysfunction associated with ketamine abuse.
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Objective To establish the a staging system based on scoring of ketamine associated urinary dysfunction (KAUD) and evaluate its diagnosis performance and clinical value.Methods A retrospective analysis of 135 admitted KAUD patients from September 2009 to September 2015 was performed.All patients were classified into three stages according to bladder and upper urinary tract impairment, and treated with subsequent strategy.The behavioral modification and pharmacotherapy was performed in stage Ⅰ which image investigation was normal.Hydrodistension and intravesical perfusion was used if pharmacotherapy failed in stage Ⅱ patients who had bladder impairment in image or urodynamics.Augmentation cystoplasty or cystectomy with urinary diversion was optional if aforementioned treatment failed in stage Ⅲ who had upper urinary tract involvement and abnormal renal function.The voided volume, micturition interval, and nocturnal void frequency as recorded in their 3-day bladder diary, PUF, ICPI and ICSI score after treatment in one month, were compared with their baseline data prior to treatment.Ketamine abusing history, renal and liver function, bladder and upper urinary tract changes, urodynamics and radioisotope renography correlation with stages were analyzed.A scoring system was established and the concordance between the clinical staging and model staging of each patient was compared.Receiver operating characteristic curve was employed to testify the sensitivity and specificity.Results There were 39, 80 and 16 patients included in each stage respectively.After subsequent strategy of treatment, voided volume, micturition interval, and nocturnal void frequency, PUF, ICPI and ICSI were improved significantly.Age (P =0.018), ketamine abusing history (P =0.006), eGFR (P =0.001), ALT (P =0.037), γ-GT (P ＜ 0.001), bladder (P =0.013) and ureteral changes (P ＜ 0.001), hydronephrosis (P ＜ 0.001) and radioisotope renography abnormality (P =0.01) were correlated with clinical stages.In total, 107 cases' stages based on scoring were accordant with clinical stages (30, 65 and 12 cases in each stage respectively).AUC of the scoring model ROC was 0.922 on cut point between Ⅰ and Ⅱ stages and AUC of the scoring model ROC was 0.978 on cut point between Ⅱ and Ⅲ stages.Conclusions We presented a scoring staging system of KAUD based on ketamine abusing history, laboratory test results, and imaging findings.It might be helpful to evaluate the progression on bladder and upper urinary tract, and provide a reference for treatment.This staging system based on scoring still needs further validation and improvement.
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Objective To discuss the imaging features of pulmonary lophomonas blattarum infecfiom Methods Seventeen patients with renal homotransplantations presented fever without congh.dyspnea and shortness of breath in 1-4 months after the transplantation were included.Chest X-ray abnormalities were comfirmed as pulmonary lophomonag blattarum infection through fiberoptic bronchoscopy (FOB)and bronchoalveolar lavage(BAL).The X-ray and CT films were reviewed and the imaging features were summarized.Results X-ray appearances:Bilateral pulmonary shadows were seen in 16 patients.of which 9 cases presented patchy and cord shadows,and 7 cases presented large area of pathy shadows.Lung marking increase Wag seen in 1 case.CT appearances:CT abnormalities presented bilaterally and involved more than two lobes in all 16 patients.15 eases displayed ground-glass opacity.11 cases displayed patchy consolidation,14 cases displayed bandlike attenuation,and 8 cases displayed nodular opacity.Ground-glass opacity,consolidation and bandlike attenuation were seen simultaneously in 11 cases.Lymph node enlargement in mediastinum Wag presented in 10 cages.Conclusion Pulmonary lophomonas blattarum infection should be suspected in immunosuppressed patients combining the CT appearances and clinical information.
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ObjectiveTo study the potential of using temporal clustering analysis(TCA)technique in localizing an epileptogenic zone.MethodsTwelve patients with epilepsy were examined using resting functional MRI(fMRI). The patients had detectable focal lesions on cranial MRI.TCA was performed to analyze resting fMRI data in order to identify the timing of interictal epileptiform discharges (IEDs).Standard event-related fMRI analysis in SPM99 was used to generate maps of the activation induced by epileptic brain activities.Comparisons were made between TCA Resultsand SPM motion trochoid.ResultsEight of the twelve subiects showed activations in the brain regions that were consistent with those lesions determined on anatomic MRI.The remaining four subiects showed no clear activation in the areas of detectable lesions. In addition, correlation was found between TCA Resultsand motion trochoids.ConclusionsTemporal cluster analysis,an exploratory data-driven technique,may provide the timing information about interictal epileptiforill discharges.However,the Resultsfrom this novel fMRI analytical technique need to be interpreted with caution as it is vulnerable to motion artifact.
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ObjectiveTo evaluate the multi-phase imaging ability of dual source CT coronary angiography and the effects of whole-phase interval reconstruction and the four dimensional(4D)mode of"Inspace"software on the imaging quality of dual source CT coronary angiography.MethodsFifty patients performed coronary CT angiography(CTA),and the images were reconstructed from 10% to 100% of the R-R interval(the reconstruction interval was 10%).The imaging quality scores of the three main coronary arteries were assessed by two experienced radiologists using the 4D mode of"Inspace"software On workstation.ResultsThe average scores of imaging quality in the RCA.LAD and LCX at all 10 reconstruction phases were 1.71,2.57 and 2.03 respectively. The scores of imaging quality in the three main coronary arteries were all over 2.0 when the reconstruction phase were at 30%,40%and 70%of the cardiac circle.The imaging quality scores in the three main coronary arteries reached 3 at least one phase both in systole(10%-40%)and in diastole(50%-100%)in 41 cases(82%).The imaging quality scores in the left anterior descending artery reached 2 at all phases in 25 cases(50%),and reached 3 in 5 cases(10%).Conclusion Dual source CT coronary angiography can achieve good image quality in mid-late systole(30%-40%)or mid-diastole(70%).
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Objective: To investigate the multivoxel proton MR spectroscopy findings of brain tumors and the clinical value in differential diagnosis. Methods:Sixty patients with brain tumors underwent multivoxel proton MR spectroscopic examination with PRESS sequence. Distribution of the 60 final diagnoses of neoplasms was as follow: meningioma (n=22), glioma (n=21), lymphoma (n=3), metastasis (n=5), acoustic neuroma, pituitary tumor, PNET (n=2, respectively), vascularblastoma, arachnoid cyst, neurofibromatosis (n=1,respectively). The concentrations of NAA, Cho, Cr, Lac-Lip were obtained in the tumors and the contralateral normal brain region. The ratios of NAA/Cr, Cho/Cr, NAA/Cho, tumor NAA/normal NAA, tumor Cho/normal Cho, tumor Cr/normal Cr were calculated. Results: 1H MRS showed decreased NAA, Cr and elevated Cho. NAA concentrations in meningioma, glioma, lymphoma decreased significantly to acoustic neuroma, metastasis, but Cho in tumors changed without significance. NAA/Cr ratio was significantly lower in glioma than in acoustic neuroma and metastasis, and p value was 0.014, 0.027, respectively. No significance was found in tumor Cho/Cr data. Conclusion:Multivoxel proton MR spectroscopy is available for study of tumor metabolites. The tumor NAA/normal NAA, NAA/Cr were helpful for the diagnosis and differential diagnosis of intracranial tumors.