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Objective:To explore the differential diagnostic value of abdominal diffusion-weighted imaging (DWI) combined with serum alpha fetoprotein (AFP), des-gamma-carboxyprothrombin (DCP), and the ratio of γ-glutamyl transpeptidase to alanine transaminase (GTP/ALT) in the diagnosis of benign and malignant liver tumors.Methods:Ninety liver tumor patients admitted to the Chenzhou First People′s Hospital from February 2020 to May 2022 were selected, including 48 malignant tumors and 42 benign tumors, and were divided into malignant group and benign group. The imaging findings of routine magnetic resonance imaging (MRI) and DWI examination were analyzed for two groups of patients. We compared the apparent diffusion coefficient (ADC) values, serum AFP, DCP levels, and GTP/ALT between two groups of patients. The diagnostic value of DWI, individual and combined detection of various serological indicators for malignant tumors was analyzed using receiver operating characteristic (ROC) curves.Results:There were significant differences in MRI and DWI imaging manifestations between the malignant and benign groups of patients. The ADC values and ADC index of patients in the malignant group at different b values of 50, 400, and 800 s/mm 2 were lower than those in the benign group, and the differences were statistically significant (all P<0.05). The serum AFP, DCP, and GTP/ALT of patients in the malignant group were higher than those in the benign group, and the differences were statistically significant (all P<0.05). The ROC curve analysis results showed that the sensitivity and specificity of DWI combined with serum AFP, DCP, and GTP/ALT in diagnosing liver malignant tumors were higher than those of DWI alone and each serological indicator alone. Conclusions:The combination of DWI, serum AFP, DCP, and GTP/ALT has high sensitivity and specificity in diagnosing liver malignant tumors, and has certain clinical value in distinguishing between benign and malignant liver tumors.
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Purpose To investigate the clinical value of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid(Gd-EOB-DTPA)-enhanced MRI for the preoperative evaluation of colorectal cancer liver metastases(CRCLM).Materials and Methods Fifty-six CRCLM patients with 156 CRCLM lesions confirmed by surgical pathology in the First Affiliated Hospital of Henan University of Chinese Medicine from September 2019 to March 2023 were collected,and all underwent dynamic Gd-EOB-DTPA-enhanced MRI.The characteristic manifestations of T2WI,diffusion-weighted imaging(DWI),arterial phase and hepatobiliary phase(HBP)were observed,and the detection rate of each sequence was calculated,and then the signal intensity ratio of lesions to liver parenchyma on HBP and the apparent diffusion coefficient(ADC)were calculated.The ADC values of lesions with reversed target and target signs and lesions with homogeneous and heterogeneous hypointensity on HBP and the detection rate of each sequence were compared.Results Among 156 CRCLM lesions,20.51%(32/156)and 38.46%(60/156)exhibited a target appearance on T2WI,51.28%(80/156)displayed a target sign on DWI,73.72%(115/156)showed rim enhancement on the arterial phase,and 34.62%(54/156)presented a target sign on HBP.The mean ADC value of lesions with reversed target and target signs on HBP did not significantly differ from that of lesions with homogeneous and heterogeneous hypointensity on HBP[(0.98±0.43)×10-3 mm2/s vs.(1.01±0.47)×10-3 mm2/s;t=-0.340,P=0.327].Based on the size of CRCLM lesions,three groups were categorized,including<1.0 cm(41 lesions),1.0-2.0 cm(55 lesions),and>2.0 cm(60 lesions).The overall detection rate of HBP(96.79%)was the highest compared with T2WI,DWI and Gd-EOB-DTPA four-phase dynamic contrast-enhanced multiphase imaging(P<0.05).Regarding<1.0 cm lesions,the detection rate of HBP(87.80%)was superior to that of T2WI,DWI and Gd-EOB-DTPA four-phase dynamic contrast-enhanced multiphase imaging(P<0.05).Conclusion Gd-EOB-DTPA-enhanced MRI has important clinical value for the preoperative evaluation of CRCLM,especially the features of target sign or reversed target sign on HBP and the excellent efficacy of detecting microscopic lesions.
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Neoadjuvant chemoradiotherapy is a part of the current standard treatment mode for locally advanced rectal cancer,which enables a certain proportion of patients to achieve complete tumor response,improving the surgical resection rate and anal retention rate,and then prolonging the disease-free survival period of patients.MRI is the preferred imaging examination to evaluate the efficacy of neoadjuvant therapy.With the development of functional MRI,quantitative parameters derived from different imaging principles can provide more biological information about tumors,improving the clinical application value of MRI.Multi-parameter MRI combining conventional MRI sequences and functional sequences can more comprehensively evaluate the efficacy of neoadjuvant therapy,which is conducive to developing individualized treatment plans for patients in clinical practice and realize precision medicine.
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Objective:To investigate the clinical effect of high diffusion sensitivity coefficient(high b value)diffusion-weighted imaging(DWI),dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI)combined with tumor carbohydrate antigen 125(CA125)in judging the nature of ovarian lesions.Methods:A total of 100 patients with ovarian lesions who were treated in Nantong Haimen People's Hospital from April 2020 to April 2022 were selected for retrospective study.All of them underwent CA125,DWI,DCE-MRI and pathologically qualitative examination.According to the pathological results,58 patients with malignant lesions of ovarian were divided into malignant group and patients with benign lesions of ovarian were divided into benign group.The CA125 levels of the two groups were analyzed and compared,and the results of the receiver operating characteristics(ROC)of different detection methods(DWI with high b value+CA125,DCE-MRI+CA125,DWI with high b value+DCE-MRI+CA125)also were analyzed and compared.Results:The CA125 index of the malignant group was significantly higher than that of the benign group,with a statistically significant difference(t=29.357,P<0.05),and the CA125 positive rate of the malignant group was significantly better than that of the benign group,with a statistically significant difference(x2=34.456,P<0.05).The apparent diffusion coefficient(ADC)value[(0.91±0.18)×103mm2/s]of the malignant group was significantly less than that[(33±0.21)×103mm2/s]of the benign group,while the contrast agent volume conversion constant(Ktrans),rate constant(Kep)and the extracellular space volume ratio outside of blood vessels(Ve)of the malignant group were significantly higher than those of the benign group,with significant differences(t=16.863,9.686,10.205,P<0.05),respectively.The diagnostic accuracy,sensitivity,negative predictive value and positive predictive value of DWI with high b-value+DCE-MRI+CA125 examination method were higher than those of DWI with high b-value + CA125 or DCE-MRI+CA125 examination method in diagnosing malignant ovarian tumors.There were not significant differences in various indicators between DCE-MRI+CA125 examination method and DWI with high b-value +CA125 examination method(P>0.05).ROC curve analysis showed that the area under curve(AUC)of the DWI with high b-value +DCE-MRI+CA125 examination method was the best(AUC=0.920).Conclusion:The combined examination method of DWI with high b-value + DCE-MRI + CA125 has better overall diagnostic efficiency,which can improve the screening ability of clinical diagnosis for malignant ovarian tumors.It has a certain clinical application value.
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Objective:To compare the image quality and the diagnostic efficiency for breast malignant lesions using simultaneous multi-slice single shot echo planar imaging (SMS+SS-EPI) and readout segment of long variable echo trains (RESOLVE) for breast diffusion-weighted imaging (DWI).Methods:This study was a cross-sectional study. Clinical and imaging data of 102 patients with breast lesion from March 2021 to February 2023 in the First Hospital Affiliated to Ningbo University were prospectively analyzed. All patients underwent routine breast MRI scans and cross-sectional RESOLVE and SMS+SS EPI sequence DWI, and the image quality of 2 types sequences of DWI was evaluated. The subjective evaluation was based on a 5-point scale, including geometric distortion, artifact blurring, fat suppression, overall image quality, and lesion conspicuity of the breast. The objective evaluation included signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), and apparent diffusion coefficient (ADC) value of the lesion. Wilcoxon signed rank sum test was used to compare the subjective and objective parameters between the two sequences. Finally, the receiver operating characteristic curve and area under the curve (AUC) were used to evaluate the effectiveness of ADC values for diagnosing breast malignant lesions based on two sequence images.Results:All 102 female patients had single lesions, aged from 25 to 68 years and 60 lesions were malignant and 42 were benign. The acquisition time for SMS+SS-EPI sequence imaging was 1 min 50 s, and the acquisition time for RESOLVE sequence imaging was 3 min 43 s.The subjective scores from both SMS+SS-EPI and RESOLVE sequence were over than 3 points. The geometric distortion, artifact blurring, and overall image quality scores of RESOLVE sequence images were higher than those of SMS+SS-EPI (all P<0.001). The overall lesion conspicuity score, malignant lesion conspicuity score, and benign lesion conspicuity score of DWI and ADC images combined with SMS+SS-EPI sequence were higher than those of the RESOLVE sequence (all P<0.05). There were no statistically difference in SNR, CNR, overall ADC value, malignant ADC value, and benign ADC value between SMS+SS-EPI and RESOLVE sequence DWI images of breast lesions (all P>0.05). The AUC of RESOLVE sequence ADC value in diagnosis of breast cancer was 0.973, the sensitivity was 0.929, and the specificity was 0.915; The AUC of SMS+SSC-EPI sequence ADC value in diagnosis of breast cancer was 0.956, the sensitivity was 0.977, and the specificity was 0.850. Conclusions:In breast DWI, the subjective score of SMS+SS EPI image quality can basically meet the diagnostic requirements and the conspicuity of lesions is better than that of the RESOLVE sequence. Both have good diagnostic efficacy for malignant breast lesions.
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L'IRM corps entier de diffusion 1,5T est une technique d'imagerie qui fournit des renseignements aussi bien morphologique que fonctionnel avec de nombreuses indications notamment dans les pathologies cancéreuses. Objectif: Faire le bilan d'activité de l'IRM corps entier en insistant sur son apport dans la pathologie cancéreuse. Méthodologie:Etude transversale descriptive avec collecte rétrospective des donnéesincluant les patients ayantréalisé une IRM corps entier pourtumeur maligne sur une période de quatre ans. La saisie et l'analyse des données ont été réalisées grâce aux logiciels Epi Info.Résultats:31,19% des patients avaient un âge compris entre 61 et 70 ans. Le cancer de la prostate était le plus représenté avec 34,68% suivi du cancer du sein 31,45%. L'IRM corps entier était réalisée pour le bilan d'extension dans 39,52% et dans 37,10% pour un bilan d'évolutivité. Les localisations métastatiques étaient observées dans 49% des cas avec une atteinte prépondérantede l'étage abdomino-pelvien 72,13%. Les localisations métastatiques osseuses étaient de 73,77%,hépatiques 26,23% et pulmonaire 14,75%. Les atteintes ganglionnaires de 57,14%. Une progression tumorale a été observée chez 53,33% des patients lors du suivi.Conclusion: L'IRM corps entier permet une fine analyse dans l'évaluation de la pathologie cancéreuse pour l'extension tumorale, la réponse thérapeutique et la recherche de cancer primiti
1.5T whole-body diffusion MRI is imaging that provides both morphological and functional information.It presents several indicationsparticularly in oncology. Objective: Assess the activity of whole-body MRI, emphasizing its contribution to oncologyMethodology:Descriptive retrospective study of patients who had undergone whole-body MRIfor malignancy over a four-year period. Data entry and analysis were performed using Epi Info software.Results:31.19% of patients were between 61 and 70 years old. Prostate cancer was the most represented with 34.68% followed by breast cancer 31.45%.Whole-body MRI was requested for an extension assessment in 39.52% and 37.10% for progress assessment. It revealed metastatic abnormalities in 49%. Abdomino-pelvic region was the most affected area with 72.13%. Metastatic organ involvement was predominantly in the bone 73.77%, followed by the liver 26.23% and the lung14.75%. Lymph node involvement was 57.14%.Tumor progression was observed in 53.33% of patients during follow-up.Conclusion:Whole body MRI allows a fine analysis in the evaluation of the cancerous pathology for the tumor extension, the therapeutic response and the search for primary cancer
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Humans , Male , Female , Bone and BonesABSTRACT
ObjectiveTo investigate the preventive and therapeutic effects of Tiaogan Huaxian pills combined with entecavir on hepatic fibrosis in chronic hepatitis B with liver Qi stagnation, spleen deficiency, and blood stasis syndrome and its effect on diffusion-weighted imaging (DWI). MethodClinical data of 117 patients with liver disease who visited the Department of Hepatology at the First Affiliated Hospital of Guangxi University of Chinese Medicine from January 2021 to April 2022 were retrospectively analyzed. According to different treatment plans, they were divided into a control group (59 cases) and a treatment group (58 cases). Both groups of patients received entecavir-based etiology treatment, and the treatment group added Tiaogan Huaxian pills on the basis of basic treatment. Both groups were treated for 24 weeks. Before and after treatment, the two groups were compared in terms of alanine aminotransferase (ALT), advanced surgical technologies (AST), total bilirubin (TBil), hepatitis B virus (HBV)-DNA conversion rate, liver stiffness measurement (LSM), four items of liver fibrosis (hyaluronidase, type Ⅲ pro-collagen, type Ⅳ collagen, and laminin), the fibrosis index based on four factors (FIB-4), the aspartate aminotransferase to platelet ratio index (APRI), the apparent diffusion coefficient (ADC) value in magnetic resonance imaging (MRI), and traditional Chinese medicine symptom scores, so as to analyze the efficacy of the two groups. ResultBefore treatment, there was no significant difference in ALT, AST, TBil, LSM, four items of liver fibrosis, FIB-4, APRI, HBV-DNA conversion rate, ADC value, and traditional Chinese medicine symptom scores between the two groups. After treatment, both groups of patients showed significant reductions in ALT, AST, TBil, LSM, hyaluronidase, type Ⅲ pro-collagen, type Ⅳ collagen, laminin, FIB-4, and APRI (P<0.05) and a significant increase in ADC value (P<0.05) and HBV-DNA conversion rate (P<0.01). The traditional Chinese medicine symptom score of the treatment group decreased significantly (P<0.05). Compared with the control group after treatment, the effective rate of clinical traditional Chinese medicine in the treatment group was 91.38% (53/58), which was significantly higher than that of the control group (54.23%, 32/59) (Z=-4.325, P<0.01). In the treatment group, ALT, AST, TBil, LSM, hyaluronidase, type Ⅲ pro-collagen, type Ⅳ collagen, laminin, FIB-4, APRI, and traditional Chinese medicine symptom scores all decreased significantly (P<0.05), and the increase in ADC values was more significant (P<0.05), while the difference in HBV-DNA conversion rate was not statistically significant. There were no serious adverse reactions or events in either group. ConclusionTiaogan Huaxian pills combined with entecavir have significant clinical efficacy in the treatment of hepatic fibrosis in chronic hepatitis B, which can reduce liver inflammation activity, delay hepatic fibrosis progression, and reduce traditional Chinese medicine symptom scores. It is worthy of clinical promotion and application.
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Objective To analyze the effect of lumbar bone marrow composition on bone marrow diffu-sion-weighted imaging(DWI)in healthy adult women.Methods Retrospective analysis was performed on up-per abdominal MRI of 103 adult women.Bone marrow fat fraction of lumbar vertebra was measured according to two-point water-lipid separation technique,and apparent diffusion coefficient(ADC)value of lumbar verte-bra was measured according to DWI image(b=800 s/mm2).The subjects were divided into the high-signal group and the equal-low-signal group according to the signal intensity of lumbar vertebra and adjacent erector spine muscles.The effects of age,lumbar bone marrow fat fraction and menstrual status on the signal intensity and ADC value of lumbar bone marrow diffusion were analyzed.Finally,the correlation between lumbar bone marrow fat fraction and ADC value was analyzed.Results Univariate analysis showed that the lumbar bone marrow diffusion signal intensity and ADC value were affected by age,lumbar bone marrow fat fraction and menstrual status(P<0.001).Multivariate analysis showed that age(P=0.046)and lumbar bone marrow fat fraction(P=0.005)were the influencing factors of lumbar bone marrow diffusion signal intensity,but men-strual status(P=0.242)was not the influencing factor.In addition,lumbar bone marrow fat fraction(P<0.001)was the factor influencing the ADC value of lumbar bone marrow,and the two were negatively correla-ted(r=-0.607,P<0.001),but age(P=0.497)and menstrual status(P=0.082)were not the influencing factors.Conclusion The bone marrow composition of lumbar vertebrae in healthy adult women has significant effects on the signal intensity and ADC value of bone marrow diffusion.
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Objective To discuss the clinical application of intravoxel incoherent motion-diffusion weighted imaging(IVIM-DWI)in evaluating the efficacy and prognosis of transcatheter arterial chemoembolization(TACE)using different embolization materials for the treatment of hepatocellular carcinoma(HCC).Methods The clinical data of a total of 84 patients with inoperable HCC,who received TACE treatment at the Second Affiliated Hospital of Shandong First Medical University of China and the First Affiliated Hospital of Xinjiang Medical University of China between June 30,2019 and December 30,2022,were collected.According to the patient's condition,different embolization materials were used during TACE.IVIM-DWI check-up was performed before treatment as well as at one,6,12 months after treatment.Based on the fixed b-value set by IVIM-DWI sequence,the ADC value of the order index model for different embolization materials and the pure diffusion coefficient of double exponential model(D value),the pseudo-diffusion coefficient(D*value)and perfusion fraction(f value)were analyzed.According to modified Response Evaluation Criteria in Solid Tumors(mRECIST)and the embolization material used,the patients were divided into the stable group and progression group,and the changes in the ADC value,D value,D*value and f value were compared between the two groups.Multivariate Cox regression analysis was used to analyze the four clinical parameters(including age,Child-Pugh grade,AFP level and tumor size)and the eight functional quantitative indexes(including preoperative and postoperative ADC value,D value,D* value and f value)so as to determine the IVIM parameters with prognostic predictive value.Receiver operating characteristic(ROC)was adopted to analyze the diagnostic value and cut-off value of IVIM parameters with predictive value.Results After treatment,the ADC value of drug-loaded microspheres group(n=36)was significantly higher than that of iodized oil group(n=27),the D*value of drug-loaded microspheres group and iodized oil group was remarkably lower than that of PVA particle group(n=21),and the f value of drug-loaded microspheres group was strikingly lower than that of iodized oil group,the differences were statistically significant(all P<0.01).In the stable group,the efficacy of drug loaded microspheres group was obviously better than that of the iodized oil group and the PVA particle group.In the progression group,the iodized oil group was more likely to develop disease progression than the drug-loaded microspheres group and the PVA particle group.The preoperative f value in the stable group was prominently higher than that in the progression group(P=0.005),and the postoperative ADC value in the stable group was obviously higher than that in the progression group(P=0.029).ROC analysis showed that the median follow-up time in the drug-loaded microspheres group,iodized oil group,and PVA particle group was 30,19,and 26 months respectively,the overall average survival time was 25 months,and the difference was statistically significant(P<0.01).Multivariate Cox regression analysis showed that the preoperative D value(AUC=0.878),D*value(AUC=0.554)and postoperative D value(AUC=0.791),D*value(AUC=0.552),f value(AUC=0.467)were the independent factors affecting the short-term efficacy of TACE(all P<0.05).The preoperative and postoperative D value had higher diagnostic efficacy,while a preoperative D value of<0.505×10-3 mm2/s and a postoperative D value of<0.785×10-3 mm2/s predicted a poor prognosis.Conclusion The preoperative and postoperative D value is the optimal parameter for predicting the curative efficacy of TACE using different embolization materials for the treatment of HCC.
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Objective To investigate the clinical application value of the non-shared incentive diffusion weighted imaging(ZOOM-DWI)technique at cervical level in diagnosis of cervical spondylotic myelopathy(CSM).Methods A total of 49 CSM patients(patient group),and 50 healthy volunteers(control group)were recruited.All subjects underwent conventional MRI and ZOOM-DWI of the cervical spine and neurologic modified Japanese Orthopaedic Association(mJOA)scores in patients with CSM.The apparent diffusion coefficient(ADC)value in the spinal cord at the narrowest area(C5-C6)of the compression site of patients,the ADC value at the disc level in each upper and lower level,and the spinal ADC value at the cervical level C2-C3 were measured.The ADC values of control group C2-C3,C3-C4,C4-C5,C5-C6,C6-C7 were measured.Within-group comparisons of the spinal cord ADC values for each segment between patient and control groups were performed using analysis of variance and post hoc comparisons(SNK-q).The ADC values at the narrowest point of the patient group and control group were tested by independent sample t-test.The Pearson correlation analysis was performed between patients'C5-C6 ADC values and mJOA scores.Results The mean ADC values showed no significantly different levels in the control group.Among the ADC values at each measurement level in the patient group,except for C4-C5 and C6-C7 where the difference was not statistically significant,the remaining pair-wise comparisons all showed statisti-cally significant differences(F=24.368,P<0.001),with the highest ADC value at C5-C6.The C5-C6 ADC value in the patient group was significantly higher compared to the control group(t=9.414,P<0.001),with statistical significance.The ADC values at the patient stenosis showed a significant negative correlation with the mJOA score(r=-0.493,P<0.001).Conclusion Cervical ZOOM-DWI technique can be applied to diagnose CSM,and spinal ADC values can be used as reliable imaging data for diagnosing CSM.
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Objective To explore the application value of MR diffusion weighted imaging(DWI)and T2*mapping of parotid gland function in patients with head and neck tumors at different radiotherapy periods.Methods A total of 82 patients with head and neck tumors treated were selected.The data of parotid gland volume,salivary volume and parotid gland function were collected.MR DWI and T2*mapping were used to measure the apparent diffusion coefficient(ADC)value and T2*value of parotid gland tissue,and the correlation between parotid gland function and imaging values were analyzed.Results There were all significant differences in parotid gland volume,salivary volume and secretion index among different radiotherapy periods,and parotid gland volume,salivary volume and secretion index during and after radiotherapy were significantly lower than those before radiotherapy.There were signifi-cant differences in T2*values among different radiotherapy periods,and T2*value during and after radiotherapy was significantly lower than that before radiotherapy.There were significant differences in ADC values among different radiotherapy periods,and the ADC value during and after radiotherapy was significantly higher than that before radiotherapy.ADC value was negatively correlated with parotid gland volume,salivary volume and secretion index(r=-0.436,-0.730,-0.718,respectively,P<0.001),while the T2*value was positively correlated with parotid gland volume,salivary volume and secretion index(r=0.430,0.720,0.707,respec-tively,P<0.001).Conclusion Parotid gland volume,secretion index and salivary volume show abnormal levels at different radio-therapy periods.MR DWI is negatively correlated with parotid gland function,while T2*mapping is positively correlated with parotid gland function.
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Objective To evaluate the differential diagnostic value of synthetic magnetic resonance imaging(syMRI)and field of view optimized and constrained undistorted single shot diffusion weighted imaging(FOCUS DWI)in patient with breast imaging reporting and data system(BI-RADS)4 breast lesions.Methods A total of 68 patients who underwent breast MRI and were classified as BI-RADS category 4 were prospectively enrolled.Among them,there were 31 cases of benign lesions(benign group)and 37 cases of malignant lesions(malignant group).All patients underwent T1WI,T2WI,FOCUS DWI,dynamic contrast-enhanced magnetic resonance ima-ging(DCE-MRI)and syMRI.Two radiologists delineated the region of interest(ROI)on quantitative parameters images of syMRI and the apparent diffusion coefficient(ADC)images generated from FOCUS DWI and calculated T1,T2,proton density(PD)and ADC values,respectively.The thresholds and diagnostic efficacy of syMRI and FOCUS DWI parameters were evaluated by the receiver op-erating characteristic(ROC)curve.Logistic regression analysis was used to combine the parameters of the two sequences and evalu-ate the diagnostic efficacy.Results The T2,PD,and ADC values in the malignant group were significantly lower than those in the benign group(P<0.05),but there were no statistically significant difference in T1 values between the groups(P>0.05).T2 and ADC values could be used as important diagnostic indexes in patient with malignant lesions of BI-RADS 4 breast lesions,and the area under the curve(AUC)of T2 and ADC was 0.833 and 0.867,respec-tively.There was no significant difference in AUC of T2 and ADC between benign and malignant groups(Z=0.485,P=0.627).The AUC of T2 value combined with ADC value was 0.910,and the sensitivity and specificity was 90.3%and 89.2%,respectively.Conclusion T2 value of syMRI and ADC value of FOCUS DWI can be used as quantitative diagnostic indicators in patients with BI-RADS 4 breast lesions.The combination of T2 and ADC values can further improve the differential diagnosis efficiency.
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Objective To investigate the diagnostic value of diffusion weighted imaging(DWI)-based radiomics model to identify small hepatocellular carcinoma(<2 cm)(SHCC)and dysplastic nodule(DN)in the background of hepatitis cirrhosis.Methods A total of 93 cases SHCC and 25 cases with DN with complete enhanced MRI images and surgically pathologically confirmed were collected retrospectively.Chi-square test was performed to analyze the signal characteristics of DWI and enhanced triphasic MRI images between the two groups.ITK-SNAP was used to draw the region of interest(ROI)on DWI,and FAE software was applied for extraction,selec-tion,and construction of support vector machine(SVM)models(dividing into training set and test set according to the ratio of 7∶3).The diagnostic performance of model was evaluated by receiver operating characteristic(ROC)curve.Results There were statisti-cally significant differences in enhanced triphasic MRI and DWI between SHCC and DN(P<0.05).The area under the curve(AUC)of the DWI-SVM model training set was 0.936,and sensitivity,specificity and accuracy was 95.4%,88.2%and 93.9%,respec-tively,and the AUC of the test set was 0.911,and sensitivity,specificity and accuracy was 85.7%,87.5%and 86.1%,respectively,which were all significantly better than the diagnostic efficacy of DWI(AUC=0.720).Conclusion DWI-SVM model with signifi-cantly higher AUC and specificity can effectively differentiate SHCC from DN in the background of hepatitis cirrhosis.
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Objective To explore the correlation between exponential apparent diffusion coefficient(eADC)value before radical hysterectomy and postoperative clinical results in patients with International Federation of Gynecology and Obstetrics(FIGO)stageⅠ/Ⅱ cervical cancer,and to find MR quantitative indicators for predicting the prognosis of patients with early stage cervical cancer.Methods Patients with FIGO stage Ⅰ/Ⅱ cervical cancer who underwent surgical treatment were retrospectively collected.All patients underwent MRI plain scan and diffusion weighted imaging(DWI)scan before surgery.Baseline parameters included age,menopause,stage,tumor size,pathological differentiation and type,lymph node involvement,and postoperative adjuvant therapy.MR parameters included mean apparent diffusion coefficient(ADCmean),normalized apparent diffusion coefficient(nADC),eADC,SIDWI,and SIT2.Baseline and MRI parameters associated with recurrence were determined by Cox regression analysis.Results The progression-free survival(PFS)in the low eADC group was longer than that in the high eADC group(P=0.010).Univariate analysis showed that ADC,nADC and eADC were associated with recurrence(P<0.05).In multivariate analysis,only eADC[hazard ratio(HR)3.610;95%confidence interval(CI)1.467-8.886;P=0.005]was associated with recurrence.Conclusion Preoperative eADC is associated with PFS in patients with surgically treated FIGO stage Ⅰ/Ⅱ cervical cancer and is helpful in evaluating the prognosis of patients with cervical cancer.
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Objective To explore the feasibility of the multiplexed sensitivity encoding diffusion weighted imaging(MUSE-DWI)sequence in neck MRI,and to compare with traditional single-shot echo-planar imaging diffusion weighted imaging(SS-EPI-DWI)sequence.Methods Thirty healthy volunteers underwent MUSE-DWI and SS-EPI-DWI sequences scanning in neck.Two groups of images were independently scored by two radiologists for magnetic sensitivity artifact,chemical shift artifact,geometric distortion and overall image quality.The noise,signal-to-noise ratio(SNR)and contrast-to-noise ratio(CNR)of the regions of interest(ROI)of the two groups of images were measured and compared on the nasopharyngeal fossa layer,parotid gland layer,glottic layer and thyroid layer.Results Qualitative analysis showed that the image quality scores of MUSE-DWI sequence were significantly better than those of SS-EPI-DWI sequence in terms of magnetic sensitivity artifact,chemical shift artifact,geometric distortion and overall image quality(P<0.001).Quantitative analysis showed that the noise values of ROIs of MUSE-DWI sequence were significantly lower than those of SS-EPI-DWI sequence(P<0.001).The SNR and CNR of ROIs of MUSE-DWI sequence were higher than those of SS-EPI-DWI sequence(P<0.001).Conclusion MUSE-DWI sequence can significantly reduce geometric distortion,magnetic sensitivity artifact and chemical shift artifact,and SNR and CNR of images are significantly increased compared with SS-EPI-DWI sequence,which is more suitable for neck MRI scanning.
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Objective To explore the value of brain MR three-dimensional arterial spin labeling(3D-ASL),diffusion weighted imaging(DWI)combined with MGMT gene detection in the differential diagnosis of postoperative recurrence and pseudoprogression of high-grade glioma.Methods A total of 30 patients with high-grade glioma were selected,and all patients were divided into pseudoprogression group and recurrence group according to pathological results.The differences in average relative cerebral blood flow(rCBF)and average relative apparent diffusion coefficient(rADC)were compared between recurrence groups and pseudoprogression groups.Results The rCBF in the enhanced center and edge areas in the recurrence group was significantly higher than those in the pseudoprogression group,and the rADC was significantly lower than that in the pseudoprogression group,and the difference was statistically significant(P<0.05).There were correlations between the postoperative recurrence and pseudoprogression of high-grade glioma and the promoter situation of methylation of MGMT gene.Conclusion Brain MR 3D-ASL,DWI combined with MGMT gene detection has important clinical value in the differential diagnosis of postoperative recurrence and pseudoprogression of high-grade glioma.
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Objective To explore the value of apparent diffusion coefficient(ADC)values of magnetic resonance diffusion weighted imaging(MR-DWI)in predicting the prognosis of primary hepatocellular carcinoma(HCC)treated by radiofrequency ablation(RFA).Methods A prospective study was conducted on 178 patients with HCC.All patients were treated with RFA and followed up for 1 year after treatment.MR-DWI was performed before RFA and one month after RFA,and the changes in ADC value were calculated.These changes of the cancer in patients with different clinicopathological parameters were compared.The factors affecting the prognosis of HCC patients with RFA,and the value of ADC value changes in predicting the prognosis were analyzed.Results The changes of ADC values in patients with high alpha-fetoprotein,Barcelona clinic live cancer(BCLC)stage C,and poorly differentiated were lower than those in patients with low alpha-fetoprotein,BCLC stage B,and moderately well-differentiated(P<0.05).Six cases were lost to follow-up,and 120 of the remaining 172 patients survived.Cox regression analysis showed that the changes in ADC value,tumor stage and degree of differentiation were independent factors affecting the prognosis of HCC patients with RFA(P<0.05).Receiver operating characteristic(ROC)curve results showed that the best cut-off point,sensitivity,specificity and area under the curve(AUC)of ADC value change in predicting the prognosis of HCC patients with RFA were 0.42×10-3 mm2/s,75.00%,78.33%and 0.801.There were 16 deaths in the high change group of ADC value(>0.42)and 36 deaths in the low change group(≤0.42).The overall survival curve of the high change group of ADC value was better than that of the low change group(P<0.05).Conclusion The change in ADC value of MR-DWI sequence before and after short-term RFA treatment in HCC patients is related to the patient's pathology and prognosis,with a good predictive effect.The low change in ADC value has a higher risk of poor prognosis.
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Radiological diagnosis of Odontogenic Keratocyst (OKC) is particularly challenging due to its radiological similarities in comparison to other odontogenic lesions. This study aimed to provide data from the literature review and to present a case report in which the diffusion-weighted imaging (DWI) and the apparent diffusion coefficient (ADC) using magnetic resonance imaging (MRI) were obtained to establish a possible way to differentiate OKC from other odontogenic lesions. Literature review data and its association with the present case report shows the potential to use DWI and ADC combination as a possible tool to differentiate OKC from ameloblastomas. (AU)
Subject(s)
Humans , Female , Adolescent , Odontogenic Cysts , Diffusion Magnetic Resonance Imaging , Magnetic Resonance ImagingABSTRACT
We aimed to study radiomics approach based on biparametric magnetic resonance imaging (MRI) for determining significant residual cancer after androgen deprivation therapy (ADT). Ninety-two post-ADT prostate cancer patients underwent MRI before prostatectomy (62 with significant residual disease and 30 with complete response or minimum residual disease [CR/MRD]). Totally, 100 significant residual, 52 CR/MRD lesions, and 70 benign tissues were selected according to pathology. First, 381 radiomics features were extracted from T2-weighted imaging, diffusion-weighted imaging, and apparent diffusion coefficient (ADC) maps. Optimal features were selected using a support vector machine with a recursive feature elimination algorithm (SVM-RFE). Then, ADC values of significant residual, CR/MRD lesions, and benign tissues were compared by one-way analysis of variance. Logistic regression was used to construct models with SVM features to differentiate between each pair of tissues. Third, the efficiencies of ADC value and radiomics models for differentiating the three tissues were assessed by area under receiver operating characteristic curve (AUC). The ADC value (mean ± standard deviation [s.d.]) of significant residual lesions ([1.10 ± 0.02] × 10-3 mm2 s-1) was significantly lower than that of CR/MRD ([1.17 ± 0.02] × 10-3 mm2 s-1), which was significantly lower than that of benign tissues ([1.30 ± 0.02] × 10-3 mm2 s-1; both P < 0.05). The SVM feature models were comparable to ADC value in distinguishing CR/MRD from benign tissue (AUC: 0.766 vs 0.792) and distinguishing residual from benign tissue (AUC: 0.825 vs 0.835) (both P > 0.05), but superior to ADC value in differentiating significant residual from CR/MRD (AUC: 0.748 vs 0.558; P = 0.041). Radiomics approach with biparametric MRI could promote the detection of significant residual prostate cancer after ADT.
Subject(s)
Male , Humans , Prostatic Neoplasms/drug therapy , Androgen Antagonists/therapeutic use , Androgens , Neoplasm, Residual , Retrospective Studies , Magnetic Resonance Imaging/methods , Diffusion Magnetic Resonance Imaging/methodsABSTRACT
Purpose To evaluate the efficacy of T2-weighted imaging combined with diffusion weighted imaging in differential diagnosis of peripheral lung cancer(PLC)and focal organizational pneumonia(FOP).Materials and Methods A total of 36 patients with FOP and PLC diagnosed pathologically in the Affiliated Hospital of Shaanxi University of Chinese Medicine from November 2016 to December 2021 were retrospectively included.Two experienced radiologists independently read MR Images,and measured T2 contrast ratio(T2CR)and apparent diffusion coefficient(ADC)respectively.The T2CR and ADC values of the two groups were compared,and the diagnostic efficacy of MR-T2WI and diffusion weighted imaging was evaluated using the receiver operating characteristic curve.Results Two radiologists demonstrated good inter-observer agreement for T2CR and ADC values(ICC values of 0.951 and 0.955,respectively).The FOP group exhibited significantly higher T2CR and ADC values compared to the PLC group(t=3.920 and 5.819,both P<0.001),with threshold values of 2.29 for T2CR and 1 048×10-6 mm2/s for ADC being identified.ADC values accurately diagnosed FOP in 33 cases and PLC in 28 cases,while T2CR correctly diagnosed FOP in 20 cases and PLC in 33 cases.Combining both T2CR and ADC values resulted in accurate diagnoses of FOP in 29 cases and PLC in 33 cases.The diagnostic accuracy and area under the curve were improved by combining ADC and T2CR values compared with using them alone(accuracy:86.1%vs.84.7%,73.6%;AUC:0.924 vs.0.879,0.740;Z=2.208,P<0.05).Conclusion The combination of T2CR and ADC values aids in distinguishing FOP from PLC,exhibiting a higher diagnostic efficiency compared to their individual use.