title: Relationship between diffusion parameters derived from intravoxel incoherent motion MRI and perfusion measured by dynamic contrast-enhanced MRI of soft tissue tumors.
abstract: Our aim was to evaluate the link between diffusion parameters measured by intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) and the perfusion metrics obtained with dynamic contrast-enhanced (DCE) MRI in soft tissue tumors (STTs). Twenty-eight patients affected by histopathologically confirmed STT were included in a prospective study. All patients underwent both DCE MRI and IVIM DWI. The perfusion fraction f, diffusion coefficient D and perfusion-related diffusion coefficient D* were estimated using a bi-exponential function to fit the DWI data. DCE MRI was acquired with a temporal resolution of 3-5 s. Maps of the initial area under the gadolinium concentration curve (IAUGC), time to peak (TTP) and maximum slope of increase (MSI) were derived using commercial software. The relationships between the DCE MRI and IVIM DWI measurements were assessed by Spearman's test. To exclude false positive results under multiple testing, the false discovery rate (FDR) procedure was applied. The Mann-Whitney test was used to evaluate the differences between all variables in patients with non-myxoid and myxoid STT. No significant relationship was found between IVIM parameters and any DCE MRI parameters. Higher f and D*f values were found in non-myxoid tumors compared with myxoid tumors (p = 0.004 and p = 0.003, respectively). MSI was significantly higher in non-myxoid tumors than in myxoid tumors (p = 0.029). From the visual assessments of single clinical cases, both f and D*f maps were in satisfactory agreement with DCE maps in the extreme cases of an avascular mass and a highly vascularized mass, whereas, for tumors with slight vascularity or with a highly heterogeneous perfusion pattern, this association was not straightforward. Although IVIM DWI was demonstrated to be feasible in STT, our data did not support evident relationships between perfusion-related IVIM parameters and perfusion measured by DCE MRI.
authors.affiliation: Medical Physics Laboratory, Regina Elena National Cancer Institute, Rome, Italy.
authors.forename: Simona
authors.initials: S
authors.lastname: Marzi
authors.affiliation: Department of Radiology, S. Andrea Hospital, Faculty of Medicine and Psychology, 'Sapienza' University of Rome, Rome, Italy.
authors.forename: Linda
authors.initials: L
authors.lastname: Stefanetti
authors.affiliation: Biostatistics-Scientific Direction, Regina Elena National Cancer Institute, Rome, Italy.
authors.forename: Francesca
authors.initials: F
authors.lastname: Sperati
authors.affiliation: Radiology and Diagnostic Imaging Department, Regina Elena National Cancer Institute, Rome, Italy.
authors.forename: Vincenzo
authors.initials: V
authors.lastname: Anelli
mesh_terms: D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D003287:Contrast Media; D004058:Diffusion; D038524:Diffusion Magnetic Resonance Imaging / Q000379:methods*; D005260:Female; D006801:Humans; D007089:Image Enhancement; D008297:Male; D008875:Middle Aged; D010477:Perfusion; D011446:Prospective Studies; D012983:Soft Tissue Neoplasms / Q000473:pathology*
chemical_list: D003287:Contrast Media
keywords: diffusion-weighted imaging; dynamic contrast-enhanced MRI; intravoxel incoherent motion imaging; quantitative imaging; soft tissue tumors