{"title":"各种DW MRI和DCE MRI参数作为肺实性病变恶性预测的作用。","authors":"Neeraj Kumar, Mini Sharma, Neeti Aggarwal, Sanjiv Sharma, Malay Sarkar, Balraj Singh, Navneet Sharma","doi":"10.1177/0846537120914894","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>We aimed to evaluate various diffusion and dynamic contrast-enhanced magnetic resonance imaging (DCE MRI) parameters in differentiating malignant from benign pulmonary lesions.</p><p><strong>Methods: </strong>We enrolled 31 (22 males) patients who had solid pulmonary lesion(s) >2 cm in our cross sectional study. Of these, 23 (74.2%) were found to be malignant on histopathology. Dynamic contrast-enhanced MRI was performed using 36 dynamic measurements (volumetric interpolated breath-hold examination). Diffusion-weighted MRI (DW MRI) performed at <i>b</i> value of 800 s/mm<sup>2</sup>. We measured different diffusion and perfusion parameters, for example, diffusion-weighted imaging (DWI) SI, mean apparent diffusion coefficient (ADC), minimum ADC, lesion-to-spinal cord ratio, DWI score, T2 score, <i>K<sup>trans</sup></i>, <i>K<sub>ep</sub></i>, and <i>V<sub>e</sub></i>. We stratified values of each parameter as high if it was >median of values observed in our data set and low if it was ≤median. Normally distributed data were compared by unpaired <i>t</i> test, whereas non-normal continuous data were compared by Kruskal Wallis-H test. We applied Wilson score method to calculate sensitivity, specificity, and predictive values of parameters that were statistically significant by type of lesion with reference to histopathological examination as gold standard.</p><p><strong>Results: </strong>Diffusion-weighted imaging SI, mean ADC, minimum ADC, DWI score and <i>K<sup>trans</sup></i> values were found to be significantly different (<i>P</i> value < .05) by type of lesion. <i>K<sup>trans</sup></i> was found to have the highest diagnostic accuracy (74.2%) among these parameters.</p><p><strong>Conclusion: </strong><i>K<sup>trans</sup></i> and mean ADC had similar sensitivity of 65.2%. However, <i>K<sup>trans</sup></i> had highest diagnostic accuracy among various DWI and DCE MRI parameters in predicting malignancy in solid pulmonary lesions. In our study, we found a cutoff value 0.251 min<sup>-1</sup> for <i>K<sup>trans</sup></i> as 100% specific.</p>","PeriodicalId":444006,"journal":{"name":"Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes","volume":" ","pages":"525-532"},"PeriodicalIF":0.0000,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0846537120914894","citationCount":"4","resultStr":"{\"title\":\"Role of Various DW MRI and DCE MRI Parameters as Predictors of Malignancy in Solid Pulmonary Lesions.\",\"authors\":\"Neeraj Kumar, Mini Sharma, Neeti Aggarwal, Sanjiv Sharma, Malay Sarkar, Balraj Singh, Navneet Sharma\",\"doi\":\"10.1177/0846537120914894\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>We aimed to evaluate various diffusion and dynamic contrast-enhanced magnetic resonance imaging (DCE MRI) parameters in differentiating malignant from benign pulmonary lesions.</p><p><strong>Methods: </strong>We enrolled 31 (22 males) patients who had solid pulmonary lesion(s) >2 cm in our cross sectional study. Of these, 23 (74.2%) were found to be malignant on histopathology. Dynamic contrast-enhanced MRI was performed using 36 dynamic measurements (volumetric interpolated breath-hold examination). Diffusion-weighted MRI (DW MRI) performed at <i>b</i> value of 800 s/mm<sup>2</sup>. We measured different diffusion and perfusion parameters, for example, diffusion-weighted imaging (DWI) SI, mean apparent diffusion coefficient (ADC), minimum ADC, lesion-to-spinal cord ratio, DWI score, T2 score, <i>K<sup>trans</sup></i>, <i>K<sub>ep</sub></i>, and <i>V<sub>e</sub></i>. We stratified values of each parameter as high if it was >median of values observed in our data set and low if it was ≤median. Normally distributed data were compared by unpaired <i>t</i> test, whereas non-normal continuous data were compared by Kruskal Wallis-H test. We applied Wilson score method to calculate sensitivity, specificity, and predictive values of parameters that were statistically significant by type of lesion with reference to histopathological examination as gold standard.</p><p><strong>Results: </strong>Diffusion-weighted imaging SI, mean ADC, minimum ADC, DWI score and <i>K<sup>trans</sup></i> values were found to be significantly different (<i>P</i> value < .05) by type of lesion. <i>K<sup>trans</sup></i> was found to have the highest diagnostic accuracy (74.2%) among these parameters.</p><p><strong>Conclusion: </strong><i>K<sup>trans</sup></i> and mean ADC had similar sensitivity of 65.2%. However, <i>K<sup>trans</sup></i> had highest diagnostic accuracy among various DWI and DCE MRI parameters in predicting malignancy in solid pulmonary lesions. In our study, we found a cutoff value 0.251 min<sup>-1</sup> for <i>K<sup>trans</sup></i> as 100% specific.</p>\",\"PeriodicalId\":444006,\"journal\":{\"name\":\"Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes\",\"volume\":\" \",\"pages\":\"525-532\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1177/0846537120914894\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1177/0846537120914894\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2020/4/8 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/0846537120914894","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2020/4/8 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
Role of Various DW MRI and DCE MRI Parameters as Predictors of Malignancy in Solid Pulmonary Lesions.
Purpose: We aimed to evaluate various diffusion and dynamic contrast-enhanced magnetic resonance imaging (DCE MRI) parameters in differentiating malignant from benign pulmonary lesions.
Methods: We enrolled 31 (22 males) patients who had solid pulmonary lesion(s) >2 cm in our cross sectional study. Of these, 23 (74.2%) were found to be malignant on histopathology. Dynamic contrast-enhanced MRI was performed using 36 dynamic measurements (volumetric interpolated breath-hold examination). Diffusion-weighted MRI (DW MRI) performed at b value of 800 s/mm2. We measured different diffusion and perfusion parameters, for example, diffusion-weighted imaging (DWI) SI, mean apparent diffusion coefficient (ADC), minimum ADC, lesion-to-spinal cord ratio, DWI score, T2 score, Ktrans, Kep, and Ve. We stratified values of each parameter as high if it was >median of values observed in our data set and low if it was ≤median. Normally distributed data were compared by unpaired t test, whereas non-normal continuous data were compared by Kruskal Wallis-H test. We applied Wilson score method to calculate sensitivity, specificity, and predictive values of parameters that were statistically significant by type of lesion with reference to histopathological examination as gold standard.
Results: Diffusion-weighted imaging SI, mean ADC, minimum ADC, DWI score and Ktrans values were found to be significantly different (P value < .05) by type of lesion. Ktrans was found to have the highest diagnostic accuracy (74.2%) among these parameters.
Conclusion: Ktrans and mean ADC had similar sensitivity of 65.2%. However, Ktrans had highest diagnostic accuracy among various DWI and DCE MRI parameters in predicting malignancy in solid pulmonary lesions. In our study, we found a cutoff value 0.251 min-1 for Ktrans as 100% specific.