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Objective:To investigate the application value of intravoxel incoherent motion (IVIM) imaging in preoperative evaluating perineural invasion (PNI) of esophageal squamous cell carcinoma (ESCC).Methods:The prospective study was conducted. The clinicopathological data of 63 ESCC patients who underwent IVIM imaging before surgery in the Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital from January 2016 to April 2019 were selected. Patients underwent routine magnetic resonance imaging scan and IVIM sequence examination. The apparent diffusion coefficient (ADC), true diffusion coefficient (D), pseudodiffusion coefficient (D*) and pseudodiffusion fraction (f) values were measured. Observation indicators: (1) situations of enrolled patients; (2) IVIM examination of PNI of ESCC and its diagnostic efficiency. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was analyzed using the independent sample t test. Measurement data with skewed distribution were represented as M( Q1, Q3) or M(range), and comparison between groups was analyzed using the Wilcoxon rank sum test. Count data were described as absolute numbers, and comparison between groups was analyzed using the chi-square test. The interclass correlation coefficient (ICC) was used to evaluate cosistency of results. The receiver operating characrteristic curve was used to evaluate diagnostic efficiency. Results:(1) Situations of enrolled patients. A total of 63 patients were selected for eligibility. There were 41 males and 22 females, aged 60(range, 43?74)years. Of the 63 ESCC patients, 17 cases had PNI and 46 cases had no PNI. Cases with well differentiated tumor, moderate differentiated tumor or low differentiated tumor, cases in stage T1, T2, T3, T4 of infiltra-tion depth, cases with or without lymph node metastasis were 0, 6, 11, 0, 3, 13, 1, 15, 2 in patients with PNI, versus 6, 24, 16, 1, 22, 23, 0, 12, 34 in patients without PNI, showing significant differences between them ( Z=?2.32, ?2.49, χ2=19.58, P<0.05). (2) IVIM examination of PNI of ESCC and its diagnostic efficiency. The ADC, D, D*, f values were (2.21±0.33)×10 ?3 mm 2/s, (1.46±0.31)×10 ?3 mm 2/s, 32.50 (15.55,46.75)×10 ?3 mm 2/s, (0.34±0.09)×10 ?3 mm 2/s in patients with PNI, versus (2.45±0.45)×10 ?3 mm 2/s, (1.72±0.38)×10 ?3 mm 2/s, 34.85(23.43,51.20)×10 ?3 mm 2/s, (0.42±0.13)×10 ?3 mm 2/s in patients without PNI, showing significant differences in the ADC, D and f values between them ( t=?2.03, ?2.52, ?2.34, P<0.05) and no significant difference in the D* value between them ( Z=?0.84, P>0.05). The cosistency of ADC, D, D* and f values in the 63 ESCC patients measured by 2 radiologists was good, with the ICC as 0.96, 0.92, 0.89 and 0.95. The receiver operating characrteristic curve demons-trated the best cut-off value of ADC, D and f values were 2.50×10 ?3 mm 2/s, 1.68×10 ?3 mm 2/s and 0.41, with the areas under the curve as 0.67 (95% confidence interval as 0.54?0.79), 0.70 (95% confidence interval as 0.58?0.81) and 0.69 (95% confidence interval as 0.57?0.80), respectively. The combina-tion of D and f value for diagnosing PNI of ESCC had the area under the curve as 0.74 (95% confidence interval as 0.62?0.84), with the cut-off value as 0.20, sensitivity and specificity as 94.1% and 56.5%. Conclusions:IVIM parameters D and f values can evaluate and predict the PNI of ESCC preopera-tively. The combination of D and f values can further improve the diagnostic efficiency.
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Objective:To investigate the value of intravoxel incoherent motion diffusion weighted imaging (IVIM-DWI) parameters combined with T 2WI texture analysis of primary lesions of rectal adenocarcinoma in preoperative prediction of lymph node metastasis with short diameter ≤9 mm. Methods:Retrospective analysis was performed on 115 cases of rectal adenocarcinoma confirmed by surgical pathology in Affiliated Provincial Hospital of Anhui Medical University from June 2015 to October 2020. All patients underwent total mesorectal resection and received conventional rectal MRI and IVIM-DWI scan before surgery. According to the pathological results of lymph node, the patients were divided into lymph node metastatic group ( n=44) and non-metastatic group ( n=71). IVIM-DWI parameters of primary rectal adenocarcinoma were measured including apparent diffusion coefficient (ADC), diffusion coefficient (D), pseudo diffusion coefficient (D *) and perfusion fraction (f). The region of interest (ROI) of the whole lesion of rectal adenocarcinoma was delineated on axial T 2WI; then the ROIs were imported into GE Analysis Kit software to extract 3D texture feature. The differences of IVIM-DWI parameters and texture feature parameters were compared between two groups using independent sample t test or Mann-Whitney U test. The optimal texture feature parameters with independent predictive function were screened by multivariate logistic regression. Then the texture feature model and combined model based IVIM-DWI and texture feature parameters were established. The receiver operating characteristic (ROC) curves were used to evaluate the performances of IVIM-DWI, texture feature parameters, texture feature model and combined model in predicting lymph node metastasis in patients with rectal adenocarcinoma. The area under the ROC curve (AUC) were compared with DeLong test. Results:Among all the IVIM-DWI parameters, the D * and f values of primary rectal adenocarcinoma were significantly different between the lymph node metastasis group and the non-lymph node metastasis group ( Z=3.39, P=0.001, Z=-3.06, P=0.002); no statistical significance was found in the ADC and D values between two groups (both P>0.05). A total of 828 texture feature parameters were obtained based on T 2WI of primary lesion of rectal adenocarcinoma, among which 3 optimal texture feature parameters were selected, including firstorder_Skewness, shape_Sphericity and glcm_Idn. The ROC curve results showed that the AUC of D * and f were 0.689 and 0.670, respectively. The AUC of 3 texture feature parameters were 0.651, 0.628, 0.631, respectively. The AUC of texture feature model and the combined model were 0.775 and 0.803. The AUC of combined model was larger than D *, f and the three texture feature parameters (all P<0.05). Conclusion:IVIM-DWI parameters combined with T 2WI texture feature parameters in primary lesion of rectal adenocarcinoma show good diagnostic efficacy in preoperative prediction of lymph node metastasis with short diameter≤9 mm.
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Objective:To investigate the value of intravoxel incoherent motion (IVIM) magnetic resonance imaging (MRI) and texture analysis for predicting BRAF gene mutation in rectal cancer.Methods:The clinical diagnositic trial was conducted. The clinicopathological data of 36 rectal cancer patients who were admitted to the First People's Hospital of Shangqiu from January 2016 to June 2021 were collected. There were 28 males and 8 females, aged (50±4)years. All the 36 patients were confirmed by pathological examination. After genetic testing, 12 patients with BRAF mutant type of BRAF V600E mutation were allocated into the mutation group, and 24 patients with BRAF wild type were allocated into the non-mutation group. All patients underwent MRI scan before surgery, and IVIM related post-processing images were received by Function Tool post-processing software. Observation indicators: (1) consistency test between observers of IVIM para-meters and texture parameters; (2) comparison of IVIM parameters on MRI between the two groups; (3) comparison of texture parameters on MRI between the two groups; (4) diagnostic efficacy of IVIM and texture parameters. The intraclass correlation coefficient (ICC) was used to evaluate the consistency between observers, with ICC >0.80 as good consistency. The average values of para-meters with ICC >0.80 were included for further analysis. Measurement data with normal distribu-tion were represented as Mean± SD, and comparison between groups was analyzed by the indepen-dent sample t test. Measurement data with skewed distribution were represented as M( Q1, Q3), and comparison between groups was analyzed using the Mann-Whitney U test. Count data were described as absolute numbers, and comparison between groups was analyzed by the chi-square test. Comparison of ordinal data was analyzed by the non-parameter rank sum test. The texture parameters were combined using the Logistic regression model. Receiver operating charac-teristic curve was used to analyze the predictive performance and calculate the sensitivity and specificity. Results:(1) Consistency test between observers of IVIM parameters and texture parameters: the ICCs between two observers of IVIM parameters including apparent diffusion coefficient, diffusion related coefficient, perfusion-related diffusion coefficient and perfusion-related parameter were 0.91, 0.90, 0.91, 0.89, respectively. The ICCs of texture parameters including the minimum value, the maximum value, the 10th percentile and the 25th percentile between two observers were <0.80 while the ICCs of texture parameters including mean value, the 50th percentile, the 75th percentile, the 90th percentile, energy, entropy, skewness and kurtosis between two observers were >0.80. (2) Comparison of IVIM parameters on MRI between the two groups: IVIM parameters of diffusion related coefficient and perfusion-related parameter on MRI were (0.70±0.13)×10 -3 mm 2/s and 0.39±0.30 for the mutation group, versus (0.79±0.12)×10 -3 mm 2/s and 0.17±0.10 for the non-mutation group, showing significant differences between the two groups ( t=-2.17, 2.46, P<0.05). (3) Comparison of texture parameters on MRI between the two groups: the texture parameters of mean value and energy on diffusion related coefficient image were 0.54±0.23 and 0.00(0.00,0.01) for the mutation group, versus 0.77±0.34 and 0.01(0.00,0.01) for the non-mutation group, showing significant differences between the two groups ( t=-2.12, Z=-1.35, P<0.05). (4) Diagnostic efficacy of IVIM and texture parameters: the areas under the curve (AUCs) of diffusion related coefficient, perfusion-related parameter, IVIM parameters combination, mean value of diffu-sion related coefficient image, energy value of diffusion related coefficient image, texture parameters combination were 0.69[95% confidence interval ( CI) as 0.52-0.84], 0.76(95% CI as 0.59-0.88), 0.79(95% CI as 0.62-0.91), 0.71(95% CI as 0.52-0.85), 0.79(95% CI as 0.62-0.91), 0.84(95% CI as 0.68-0.94), which were all lower than the AUC of IVIM and texture parameters combination as 0.92(95% CI as 0.79-0.99). Conclusions:IVIM parameters and texture parameters of MRI can non-invasively predict the mutation status of BRAF gene in rectal cancer. The combination of IVIM and texture parameters has a better predictive efficacy.
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Objective:To explore the value of intravoxel incoherent motion (IVIM) DWI in preoperative prediction of angiolymphatic invasion in esophageal squamous cell carcinoma (ESCC).Methods:From April 2016 to April 2019, 63 ESCC patients who planned to undergo resection of esophageal cancer were prospectively collected at Henan Cancer Hospital.According to the postoperative pathological results, 63 patients were divided into angiolymphatic invasion group (30 cases) and no angiolymphatic invasion group (33 cases). All patients underwent IVIM sequence and routine MRI examination before operation. The ADC, true diffusion coefficient (D), pseudodiffusion coefficient (D *) and pseudodiffusion fraction (f) were measured. The differences of parameter values between ESCC with and without angiolymphatic invasion were analyzed using Student′s t test or Wilcoxon rank sum test.The logistic regression was used to analyze the significance of various parameters. For the parameters with statistical significance, the ROC curves were performed to evaluatethe diagnostic performance of parameters for identifying angiolymphatic invasion.The Z test was used to compare the area under the ROC curves(AUC) of parameters. Results:The difference of ADC, D and f values between angiolymphatic invasion group and no angiolymphatic invasion group were statistically signi?cant ( t=4.476, 5.033 and 5.712 respectively, all P<0.001). The D * values showed no statistically signi?cant di?erence ( Z=0.184, P=0.854). The logistic regression analysis showed that D (OR=9.042) and f (OR=26.221) were in correlation with angiolymphatic invasion. The ROC analyses demonstrated that the AUCs of ADC, D and f values in predicting angiolymphatic invasion of ESCC were 0.787, 0.822 and 0.853, respectively. D combined with f had highest AUC (0.917) in predicting the angiolymphatic invasion of ESCC, sensitivity and specificity were 93.3% and 75.8%. D combined with f showed better diagnostic performance than the D and the f value, and the difference were statistically significant ( Z=2.403, 2.289, P=0.016, 0.022). Conclusions:IVIM can be used as an effective functional imaging modality for preoperative evaluation and prediction of the angiolymphatic invasion of ESCC. D value combined with f value can further improve prediction performance of angiolymphatic invasion.
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Objective:To evaluate the efficacy of T 2* mapping and zoomed imaging with parallel transmission technique (ZOOMit) intravoxel incoherent motion (IVIM) DWI in differentiating benign and malignant thyroid nodules. Methods:The data of 67 patients with thyroid nodules confirmed by surgery and pathology in Ma′anshan People′s Hospital from July 2019 to March 2020 were retrospectively collected. There were a total of 80 nodules, of which 39 were benign nodules and 41 were malignant nodules. All patients underwent MRI including T 2WI, T 2* mapping, and ZOOMit IVIM sequence scans before surgery to measure the T 2*, D, D *, and f values of the nodules. The comparison of the parameters between benign and malignant nodules was evaluated by independent sample t test or Wilcoxon rank sum test. A combined parameter model was established through two-class logistic regression and the predicted probability value was calculated. The ROC curve was used to evaluate the diagnostic efficacy of each parameter and the combined parameter model in differentiating between benign and malignant thyroid nodules. Results:The T 2*, D, f values of benign thyroid nodule group were higher than that in malignant group, and the difference was statistically significant ( P<0.05). The difference of D * value between two groups was not statistically significant ( Z=1.258, P= 0.215). The area under ROC curve (AUC) of T 2*, D, and f values for identifying benign and malignant nodules was 0.703, 0.892, and 0.743, the diagnostic sensitivity was 80.2%, 84.1%, and 80.0%, and the specificity was 65.6%, 81.3%, and 75.0%, respectively. The AUC of T 2*combined with D, T 2*with D * and T 2* with f was 0.925, 0.709, and 0.743, the diagnostic sensitivity was 96.2%, 80.4%, and 80.0%, and the specificity was 81.2%, 65.6%, and 75.0%, respectively. Conclusion:D, f and T 2* derived from ZOOMit IVIM have good value in differentiating between benign and malignant thyroid nodules, and the combination of T 2* and D parameters has the higher diagnostic efficacy.
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Magnetic resonance imaging (MRI) is a very important imaging method for diagnosis and treatment of prostate cancer (PCa) in clinical practice. As functional MRI is growing and maturing, its quantitative parameters are expected to enhance the clinical value of MRI furtherly. Intravoxel incoherent motion diffusion imaging, diffusion tensor imaging, and diffusion kurtosis imaging, which were derived from diffusion weighted imaging, have provided richer and more accurate parameters. The newly-developed magnetic resonance elastography can complement the mechanical characteristics of PCa.
Subject(s)
Humans , Male , Diffusion Magnetic Resonance Imaging , Diffusion Tensor Imaging , Magnetic Resonance Imaging , Motion , Prostatic Neoplasms/diagnostic imagingABSTRACT
Background: Conventional magnetic resonance imaging (MRI) does not accurately evaluate lymph node (LN) status, which is essential for the treatment and prognosis assessment in patients with rectal cancer. Objective: The aim of this study is to evaluate the diagnostic value of intravoxel incoherent motion (IVIM) MRI in differentiating metastatic and nonmetastatic mesorectal LNs with different short-axis diameters in rectal cancer patients. Materials and Methods: Forty patients (154 LNs) were divided into three groups based on short-axis diameter: 3 mm ≤ × ≤5 mm, 5 mm < × ≤7 mm, and × >7 mm. MRI characteristics and IVIM parameters were compared between the metastatic and nonmetastatic LNs to determine the diagnostic value for discriminating them. Results: In the 3 mm ≤ × ≤ 5 mm group, mean D values were significantly lower in metastatic than in the nonmetastatic LNs (P < 0.001). In the 5 mm < × ≤7 mm group, mean f values were significantly lower in metastatic than nonmetastatic LNs (P < 0.05). In the × >7 mm group, only the short-axis diameter of metastatic LNs was significantly greater than that of nonmetastatic LNs (P < 0.05). The area under the curve, sensitivity, specificity, and cutoff values were used for differentiating the metastatic from the nonmetastatic LNs. Conclusion: IVIM parameters can differentiate metastatic from nonmetastatic LNs with smaller short-axis diameters (× ≤7 mm) in rectal cancer, and the short-axis diameter is a significant factor in identifying metastatic and nonmetastatic LNs in larger short-axis diameter groups (× >7 mm).
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Objective: To explore the impact of non-ionic dimeric isotonic iodine contrast agent on rabbit kidneys using intravoxel incoherent motion (IVIM)-DWI and blood oxygen level-dependent (BOLD) imaging. Methods: Totally 25 male New Zealand rabbits were randomly equally divided into 5 groups (each n=5). IVIM-DWI and BOLD scanning and blood collection were performed in four experimental groups (1, 24, 48, 72 h group) 1, 24, 48,72 h after injection of iodixanol, respectively, also in base-line group after injection of equal amount of saline. The rabbits were killed immediately after MRI,and the kidneys were taken for histopathological analysis. Results: Compared with base-line group, both cortex and medulla of kidneys showed decreased ADC, D and f values and the lowest D* value, as well as increased R2* in 1 h group. The lowest ADC, D and f values, the highest R2* and increased D* value of both cortex and medulla were observed in 24 h group. In 72 h group, R2* value of both cortex and medulla were still lower than baseline (all P<0.05), and D* value basically returned to baseline, while f and D values of medulla were still statistically different with respect to baseline (all P<0.05). Meanwhile, different degrees of glomerular and tubular damage were observed in the pathological sections. The serum creatinine and blood urea nitrogen in 48 h group and 72 h group were higher than those in base-line group (all P<0.05). The expression of hypoxia inducible factor-1α and heme oxygenase-1 increased in 1 h group and up to peak in 24 h group. Conclusion: Combining IVIM-DWI with BOLD can effectively evaluate rabbit renal pathophysiologic changes associated with contrast-induced acute kidney injury.
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Objective: To quantitatively evaluate the changes of diffusional and perfusion of degenerative water molecules in lumbar inervertebral disc by multiple b-value voxel incoherent motion imaging. Methods: We selected 60 patients (34 males and 26 females) with low back pain or sciatica from The First Affiliated Hospital of Xi'an Jiaotong University. The subjects underwent lumbar MRI sagittal T2WI and median sagittal multiple b-value weighted imaging. We graded the L1-S1 disc according to the Pfirrmann grading standards, and measured the ADCslow, ADCfast, f values of the nucleus pulla, and the anterior and posterior edges of the annulus fibrosus. We compared the mean values of ADCslow, ADCfast, f at the anterior and posterior edges of nucleus pulposus and annulus fibrosus and analyzed the correlation analysis between them and the grade of degeneration. Single factor analysis of variance combined with SNK test was used in the statistics. Results: A total of 300 discs were measured and the statistical results showed that: ① The mean value of the ADC of the nucleus pulposus of each grade of the lumbar disc decreased with the increase of the grade. Although there was no significant difference between grade and grade Ⅱ, grade and grade , there were statistically significant differences between the other grades (P0.05). Conclusion: The quantitative measurement of nucleus pulposus ADCslow based on IVIM is a potential and more sensitive quantitative magnetic resonance method for evaluating early degeneration of lumbar disc.
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Humans , Adenocarcinoma , Carcinoma, Squamous Cell , Magnetic Resonance Imaging , Reference Values , Retrospective Studies , Uterine Cervical NeoplasmsABSTRACT
PURPOSE: Intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI)was evaluated regarding its ability to preliminarily predict the short-term treatment response of nasopharyngeal carcinoma (NPC) following intensity-modulated radiation therapy. MATERIALS AND METHODS: IVIM-DWI with 14 b-factors (0-1,000 sec/mm2) was performed with a 3T MR system on 47 consecutive NPCs before, during (end of the 5th, 10th, 15th, 20th, and 25th fractions), and after fractional radiotherapy. IVIM parametrics (D, f, and D*) were calculated and compared to the baseline and xth fraction. Patients were categorized into responders and non-responders after radiotherapy. IVIM parametrics were also compared between subgroups. RESULTS: After fractional radiations, the D (except D5 and D at the end of the 5th fraction) after radiations were larger than the baseline D0 (p < 0.05), and the post-radiation D* (except D*5 and D*10) were smaller than D*0 (p < 0.05). f0 was smaller than f5 and f10 (p < 0.001) but larger than fend (p < 0.05). Furthermore, greater D5, D10, D15, and f10 coupled with smaller f0, D*20, and D*25 were observed in responders than non-responders (all p < 0.01). Responders also presented larger ΔD10, Δf10, ΔD*20, and δD*20 than non-responders (p < 0.05). Receiver operating characteristic curve analysis indicated that the D5, D*20, and f10 could better differentiate responders from non-responders. CONCLUSION: IVIM-DWI could efficiently assess tumor treatment response to fractional radiotherapy and predict the radio-sensitivity for NPCs.
Subject(s)
Humans , Diffusion , Radiation Tolerance , Radiotherapy , Radiotherapy, Intensity-Modulated , ROC CurveABSTRACT
ABSTRACT Objective: To compare qualitatively and quantitatively, in terms of image quality, a new biexponential diffusion sequence protocol with the standard monoexponential diffusion protocol on multiparametric prostate magnetic resonance imaging. Methods: This study had a prospective data collection and cross-sectional analysis. Between August and November 2017, a total of 70 patients who underwent multiparametric prostate magnetic resonance imaging due to clinical suspicion of prostatic neoplasia were recruited. The images obtained were evaluated by two independent readers regarding subjective/qualitative criteria (six criteria) and objective/quantitative criteria (three criteria), always comparing the monoexponential to biexponential acquisition protocols. The results were compared by statistical analysis (interobserver agreement − Gwet coefficient; analysis of the qualitative variables − Stuart-Maxwell test; and analysis of the quantitative variables − Wilcoxon test). Results: After exclusion of four patients, the final sample consisted of 66 patients. A good/excellent inter observer agreement was stablished for subjective criteria (except in one criteria). For the qualitative analysis the amount of good or excellent evaluations was higher for the monoexponential protocol (except in one category), with evidence of significant differences for three criteria (diffusion weighted imaging global quality; diffusion weighted imaging signal-to-noise ratio; and apparent diffusion coefficient signal-to-noise ratio). For the quantitative data analysis, the monoexponential protocol showed less variability of the anteroposterior diameters, meaning less distortion of the images, and better estimated signal-to-noise ratio. Conclusion: In our data, the quality of the images of the monoexponential standard diffusion sequence was qualitatively and quantitatively superior to those of the biexponential diffusion weighted imaging sequence.
RESUMO Objetivo: Comparar qualitativa e quantitativamente, em termos de qualidade de imagem, um novo protocolo de sequência de difusão biexponencial com o protocolo de difusão monoexponencial padrão, em ressonância magnética multiparamétrica da próstata. Métodos: Estudo com coleta prospectiva e análise transversal. Entre agosto e novembro de 2017, foram recrutados 70 pacientes que realizaram ressonância magnética multiparamétrica da próstata, por suspeita de neoplasia prostática. As imagens obtidas por ambas as sequências foram avaliadas por dois leitores independentes, quanto a critérios de avaliação subjetiva/qualitativa (seis critérios) e objetiva/quantitativa (três critérios), sempre comparando os protocolos de aquisição monoexponencial e biexponencial. Os resultados foram comparados por análise estatística (concordância interobservador − coeficiente de Gwet; análise das variáveis qualitativas − teste de Stuart-Maxwell; e análise das variáveis quantitativas − testes de Wilcoxon). Resultados: Após exclusão de quatro pacientes, a amostra final foi composta por 66 pacientes. Uma boa/excelente concordância interobservador foi estabelecida para critérios subjetivos (exceto em um critério). Para a análise qualitativa, a quantidade de avaliações boas ou excelentes foi maior para o protocolo monoexponencial (exceto em uma categoria), com evidências de diferenças significativas para três critérios (qualidade global da imagem ponderada em difusão, relação sinal-ruído na imagem ponderada em difusão e relação sinal-ruído ADC). Para a análise quantitativa dos dados, o protocolo monoexponencial apresentou menor variabilidade dos diâmetros anteroposteriores, o que significou menos distorção das imagens, e melhor relação sinal-ruído estimada. Conclusão: Em nossos dados, a qualidade das imagens da sequência de difusão padrão monoexponencial foi qualitativa e quantitativamente superior àquelas da sequência teste biexponencial.
Subject(s)
Humans , Male , Prostatic Neoplasms/diagnostic imaging , Diffusion Magnetic Resonance Imaging/methods , Diffusion Magnetic Resonance Imaging/standards , Reference Standards , Observer Variation , Cross-Sectional Studies , Prospective Studies , Reproducibility of Results , Statistics, Nonparametric , Signal-To-Noise RatioABSTRACT
Objective To compare the value of diffusion kurtosis imaging (DKI) and intravoxel incoherent motion (IVIM) in evaluation of histological classification and grading of cervical squamous cell carcinoma and cervical adenocarcinoma. Methods DKI and IVIM data of 60 patients with cervical cancer were retrospectively analyzed, and MK, MD, D, D* and f values were measured. The differences of the parameters between cervical squamous cell carcinoma group (n=38) and cervical adenocarcinoma group (n=22) were analyzed, as well as among different graded subgroups. The diagnostic efficiency of each parameter was evaluated with ROC curve, the correlations between the parameters and pathological grades were analyzed using Spearman method. Results MK of cervical squamous cell carcinoma group was higher than that of cervical adenocarcinoma group, while MD, D, D* and f were lower than those of cervical adenocarcinoma group (all P<0.05). In both groups, the differences of MK, MD and D were statistically significant among different subgroups (all P<0.05), while in cervical adenocarcinoma group, the differences of f were also statistically significant among different subgroups (all P<0.05). MK had the highest AUC in diagnosing cervical squamous cell carcinoma and adenocarcinoma.Except for D*, there was correlation between other parameters and pathological grade (all P<0.05). Conclusion Compared with IVIM, DKI can more effectively evaluate cervical squamous cell carcinoma and cervical adenocarcinoma and their pathological grading.
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Objective: To explore the feasibility of intravoxel incoherent motion DWI (IVIM-DWI) in assessment of hypoxic status of tumor microenvironment of C6 glioma in SD rat models. Methods C6 glioma models were established in 48 SD rats. IVIM-DWI scanning were performed on 16 rats on the 14th day, 21st day and 28th day after modeling, respectively, and parameters of ADC, slow diffusion coefficient (D), fast diffusion coefficient (D*) and fractional perfusion-related volume (f) were obtained. The rats were scarified after each scanning, and the tumors were removed for hypoxia-inducible factor (HIF-1α) immunohistochemical staining and scoring. Differences of IVIM-DWI parameters and HIF-1α score at different time points were compared, and correlation between parameters of IVIM-DWI and HIF-1α score were analyzed. Results: There were statistical differences of IVIM-DWI parameters and HIF-1α score on the 14th day, 21st day and 28th day after modeling (all P<0.01). On the 21st day after modeling, HIF-1α score was negatively correlated with D, D* and f (r=-0.73, -0.58, -0.67, all P<0.05), while on the 28th day after modeling, HIF-1α score were negatively correlated with D and f (r=-0.60, -0.65, both P<0.05). Conclusion: IVIM-DWI can be used to assess hypoxic status of tumor microenvironment of C6 glioma SD rat models.
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Objective: To explore drug resistance of human colon cancer SW480 tumor in nude mice with intravoxel incoherent motion (IVIM) imaging in vivo and its feasibility. Methods Nude mice with human colon cancer SW480 tumor in the resistant group (n=5) and non-drug resistant group (n=5) underwent IVIM imaging when the longest tumor diameter was greater than 1.50 cm, and true-diffusion coefficient (D), pseudo-diffusion coefficient (D*) and perfusion fraction (f) of the tumor were measured. Then the mice were sacrificed, and the protein expression (Western Blot) of P-glycoprotein (P-gp), multidrug resistance-associated protein 1 (MRP1), protein kinase C (PKC), necrosis (HE stain), apoptosis (TUNEL) of tumors were detected. Correlation analysis on IVIM parameters and tumor protein expression was performed. Results: The D value of non-resistance group was higher than that of drug-resistant group (P0.05). Tumor necrosis areas of the two groups were similar, the nucleus of drug-resistant group was larger than that of non-resistant group, while cells were arranged more closely and cell density was larger. There was no statistical difference in the apoptotic index between the two groups (P>0.05). Protein expression of PKC, P-gp and MRP1 in the drug-resistant group was higher than those in non-resistant group (all P<0.05). The D value was negatively correlated with the expression of P-gp, MRP1 and PKC (all P<0.05). Conclusion: The D value of tumor in nude mice model may become a significant marker to in vivo evaluate drug resistance of nude mice with human colon cancer SW480 tumor.
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Intravoxel incoherent motion (IVIM) imaging can be used to evaluate the diffusion of water molecules and microcirculation perfusion in vivo by using a biexponential model with multiple b-values. IVIM has been used to differential diagnose breast benign and malignant lesions, evaluate the effect of neoadjuvant chemotherapy, and IVIM parameters maybe relate to molecular subtypes and prognostic factors of breast cancer. The research progresses of IVIM in breast cancer were reviewed in this article.
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Objective: To investigate the influence of ECG-triggered technique on imaging quality and parameters in diffusion weighted intravoxel incoherent motion imaging (IVIM DWI). Methods: Twenty young healthy volunteers underwent liver IVIM DWI examination were enrolled, the images were obtained with ECG-triggered and free breath, and SNR, ADC and parameters of IVIM (true-diffusion coefficient [D], pseudo-diffusion coefficient [D*], perfusion fraction [f]) of the left and right lobe of liver were acquired. The scores of liver imaging quality was analyzed with Wilcoxon sign rank sum test. The SNR, ADC, D, D* and f values were analyzed with paired-samples t test. The consistency of ADC, D, D*, and f were assessed with the Bland-Altman method. Results: The scores of liver imaging quality of ECG-triggered were significantly higher than those of free breath (all P<0.01). Under different b values, SNR of left lobe of liver with ECG-triggered were higher than those of the free breath (all P<0.01). The values of ADC and f of left lobe of liver with ECG-triggered were statistically lower than those of free breath (both P<0.05), but the values of D were higher than that of free breath (P<0.05). The consistency of left lobe of liver with ECG-triggered was better than that with free breath. Conclusion: IVIM DWI combined with ECG-triggered can be used to obtain better imaging quality and effectively overcome the interference of heart beating on parameters measuring in left lobe of liver.
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Breast cancer has become the most common cancer in females globally. MR voxel incoherent motion (IVIM) model can improve the comprehensive diagnostic efficacy of breast cancer. At present, IVIM parameters are of great value in the identification of benign and malignant breast lesions, the detection of curative effects after neoadjuvant chemotherapy and the diagnosis of non-tumor-like lesions. The imaging theory of IVIM and its application in diagnosis of breast cancer were reviewed in this article.
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Objective: To evaluate the diagnostic efficacy of DWI based on monoexponential and biexponential models in differential diagnosis of benign and malignant lung lesions. Methods: Studies related to diagnosis of benign and malignant lung lesions by DWI based on monoexponential and biexponential models were retrieved from Embase, Pubmed, Cochrane Library, CNKI, Wanfang Med Online and VIP databases which were performed up to December, 2018. The studies that meet the inclusion criteria were evaluated with quality assessment of diagnostic accuracy studies. Meta-Disc version 1.4 and STATA 15.0 software were used for statistics analysis. Results: Totally 10 studies (5 English, 5 Chinese), including a total of 695 lesions in 672 patients were enrolled. The sensitivity of ADC value and D value in differential diagnosis of benign and malignant lung lesions was 0.78 (95%CI [0.73, 0.83]), 0.90 (95%CI [0.87, 0.93]), specificity was 0.71 (95%CI [0.64, 0.78]), 0.64 (95%CI [0.57, 0.70]), the diagnostic odds ratio was 12.59 (95%CI [4.93, 32.11]), 19.58 (95%CI [7.06, 54.29]), and the AUC of summary ROC curve was 0.848 9, 0.885 1, respectively. Conclusion: ADC value and D value both have good diagnostic efficacy in distinguishing benign and malignant lung lesions, and the diagnostic efficacy of D value is better than ADC value.
ABSTRACT
Objective: To investigate the value of parameters derived from monoexponential, biexponential and stretched exponential intravoxel incoherent motion (IVIM) DWI models in differentiating tumor recurrence and pseudoprogression in patients with glioblastoma. Methods: Totally 38 patients with pathologically confirmed glioblastoma after surgery, chemotherapy and radiation therapy were enrolled and divided into tumor recurrence group (n=20) and pseudoprogression group (n=18) according to follow-up or reoperation results. IVIM DWI was performed, and the parameters of monoexponential model (ADC), biexponential model (true molecular diffusion coefficient [D], pseudo-diffusion coefficient [D*], perfusion fraction [f]) and stretched exponential model (distributed diffusion coefficient [DDC], stretched index [α]) were measured and compared between the 2 groups. ROC curve was used to analyze the efficacy of these parameters in differentiating tumor progression and pseudoprogression. Results: ADC, D, DDC and α values were significantly lower in tumor recurrence group than those in pseudoprogression group, while D* and f were significantly higher than those in pseudoprogression group (all P<0.05). ROC curve analysis showed AUC of ADC, D, D*, f, DDC and α value for differentiating tumor recurrence and pseudoprogression was 0.908, 0.925, 0.804, 0.743, 0.901 and 0.961, respectively. Conclusion: Parameters derived from monoexponential, biexponential and stretched exponential IVIM models have great value in differentiating tumor recurrence from pseudoprogression in patients with glioblastoma, and α from stretched exponential model has higher efficacy.