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Characterization of motion dependent magnetic field inhomogeneity for DWI in the kidneys

Gilani, Nima; Mikheev, Artem; Brinkmann, Inge M; Basukala, Dibash; Benkert, Thomas; Kumbella, Malika; Babb, James S; Chandarana, Hersh; Sigmund, Eric E
PURPOSE:Diffusion-weighted imaging (DWI) of the abdomen has increased dramatically for both research and clinical purposes. Motion and static field inhomogeneity related challenges limit image quality of abdominopelvic imaging with the most conventional echo-planar imaging (EPI) pulse sequence. While reversed phase encoded imaging is increasingly used to facilitate distortion correction, it typically assumes one motion independent magnetic field distribution. In this study, we describe a more generalized workflow for the case of kidney DWI in which the field inhomogeneity at multiple respiratory phases is mapped and used to correct all images in a multi-contrast DWI series. METHODS:In this HIPAA-compliant and IRB-approved prospective study, 8 volunteers (6 M, ages 28-51) had abdominal imaging performed in a 3 T MRI system (MAGNETOM Prisma; Siemens Healthcare, Erlangen, Germany) with ECG gating. Coronal oblique T2-weighted HASTE images were collected for anatomical reference. Sagittal phase-contrast (PC) MRI images through the left renal artery were collected to determine systolic and diastolic phases. Cardiac triggered oblique coronal DWI were collected at 10 b-values between 0 and 800 s/mm2 and 12 directions. DWI series were distortion corrected using field maps generated by forward and reversed phase encoded b = 0 images collected over the full respiratory cycle and matched by respiratory phase. Morphologic accuracy, intraseries spatial variability, and diffusion tensor imaging (DTI) metrics mean diffusivity (MD) and fractional anisotropy (FA) were compared for results generated with no distortion correction, correction with only one respiratory bin, and correction with multiple respiratory bins across the breathing cycle. RESULTS:Computed field maps showed significant variation in static field with kidney laterality, region, and respiratory phase. Distortion corrected images showed significantly better registration to morphologic images than uncorrected images; for the left kidney, the multiple bin correction outperformed one bin correction. Line profile analysis showed significantly reduced spatial variation with multiple bins than one bin correction. DTI metrics were mostly similar between correction methods, with some differences observed in MD between uncorrected and corrected datasets. CONCLUSIONS:Our results indicate improved morphology of kidney DWI and derived parametric maps as well as reduced variability over the full image series using the motion-resolved distortion correction. This work highlights some morphologic and quantitative metric improvements can be obtained for kidney DWI when distortion correction is performed in a respiratory-resolved manner.
PMCID:10108090
PMID: 36924807
ISSN: 1873-5894
CID: 5462552

A survey by the European Society of Breast Imaging on the implementation of breast diffusion-weighted imaging in clinical practice

Lo Gullo, Roberto; Sevilimedu, Varadan; Baltzer, Pascal; Le Bihan, Denis; Camps-Herrero, Julia; Clauser, Paola; Gilbert, Fiona J; Iima, Mami; Mann, Ritse M; Partridge, Savannah C; Patterson, Andrew; Sigmund, Eric E; Thakur, Sunitha; Thibault, Fabienne E; Martincich, Laura; Pinker, Katja
OBJECTIVES/OBJECTIVE:To perform a survey among all European Society of Breast Imaging (EUSOBI) radiologist members to gather representative data regarding the clinical use of breast DWI. METHODS:An online questionnaire was developed by two board-certified radiologists, reviewed by the EUSOBI board and committees, and finally distributed among EUSOBI active and associated (not based in Europe) radiologist members. The questionnaire included 20 questions pertaining to technical preferences (acquisition time, magnet strength, breast coils, number of b values), clinical indications, imaging evaluation, and reporting. Data were analyzed using descriptive statistics, the Chi-square test of independence, and Fisher's exact test. RESULTS:being the preferred value for appraisal among those acquiring more than two b values (71/171, 42%). Most did not use synthetic b values (169/217, 78%). While most mention hindered diffusion in the MRI report (161/213, 76%), only 142/217 (57%) report ADC values. CONCLUSION/CONCLUSIONS:The utilization of DWI in clinical practice among EUSOBI radiologists who responded to the survey is generally in line with international recommendations, with the main application being the differentiation of benign and malignant enhancing lesions, treatment response assessment, and prediction of response to chemotherapy. Report integration of qualitative and quantitative DWI data is not uniform. KEY POINTS/CONCLUSIONS:• Clinical performance of breast DWI is in good agreement with the current recommendations of the EUSOBI International Breast DWI working group. • Breast DWI applications in clinical practice include the differentiation of benign and malignant enhancing, treatment response assessment, and prediction of response to chemotherapy. • Report integration of DWI results is not uniform.
PMCID:9064723
PMID: 35507050
ISSN: 1432-1084
CID: 5216172

Intravoxel Incoherent Motion Magnetic Resonance Imaging in Skeletal Muscle: Review and Future Directions

Englund, Erin K; Reiter, David A; Shahidi, Bahar; Sigmund, Eric E
Throughout the body, muscle structure and function can be interrogated using a variety of noninvasive magnetic resonance imaging (MRI) methods. Recently, intravoxel incoherent motion (IVIM) MRI has gained momentum as a method to evaluate components of blood flow and tissue diffusion simultaneously. Much of the prior research has focused on highly vascularized organs, including the brain, kidney, and liver. Unique aspects of skeletal muscle, including the relatively low perfusion at rest and large dynamic range of perfusion between resting and maximal hyperemic states, may influence the acquisition, postprocessing, and interpretation of IVIM data. Here, we introduce several of those unique features of skeletal muscle; review existing studies of IVIM in skeletal muscle at rest, in response to exercise, and in disease states; and consider possible confounds that should be addressed for muscle-specific evaluations. Most studies used segmented nonlinear least squares fitting with a b-value threshold of 200 sec/mm2 to obtain IVIM parameters of perfusion fraction (f), pseudo-diffusion coefficient (D*), and diffusion coefficient (D). In healthy individuals, across all muscles, the average ± standard deviation of D was 1.46 ± 0.30 × 10-3  mm2 /sec, D* was 29.7 ± 38.1 × 10-3  mm2 /sec, and f was 11.1 ± 6.7%. Comparisons of reported IVIM parameters in muscles of the back, thigh, and leg of healthy individuals showed no significant difference between anatomic locations. Throughout the body, exercise elicited a positive change of all IVIM parameters. Future directions including advanced postprocessing models and potential sequence modifications are discussed. LEVEL OF EVIDENCE: 2 TECHNICAL EFFICACY: Stage 2.
PMCID:8841570
PMID: 34390617
ISSN: 1522-2586
CID: 5183222

Diffusion Tensor Imaging (DTI) of the Breast

Chapter by: Sigmund, Eric E.; Furman-Haran, Edna; Baltzer, Pascal A.T.; Partridge, Savannah C.
in: Diffusion MRI of the Breast by
[S.l.] : Elsevier, 2022
pp. 144-161
ISBN: 9780323811026
CID: 5445942

IVIM and Non-Gaussian DWI of the Breast

Chapter by: Iima, Mami; Thakur, Sunitha B.; Jerome, Neil Peter; Honda, Maya; Kataoka, Masako; Bathen, Tone Frost; Sigmund, Eric E.
in: Diffusion MRI of the Breast by
[S.l.] : Elsevier, 2022
pp. 116-143
ISBN: 9780323811026
CID: 5445952

Biomarkers, Prognosis, and Prediction Factors

Chapter by: Reig, Beatriu; Moy, Linda; Sigmund, Eric E.; Heacock, Laura
in: Diffusion MRI of the Breast by
[S.l.] : Elsevier, 2022
pp. 49-70
ISBN: 9780323811026
CID: 5445962

Geometric Distortion Correction of Renal Diffusion Tensor Imaging Using the Reversed Gradient Method

Lim, Ruth P; Lim, Jeremy C; Teruel, Jose R; Botterill, Elissa; Seah, Jas-Mine; Farquharson, Shawna; Ekinci, Elif I; Sigmund, Eric E
ABSTRACT/UNASSIGNED:Renal echo planar diffusion tensor imaging (DTI) has clinical potential but suffers from geometric distortion. We evaluated feasibility of reversed gradient distortion correction in 10 diabetic patients and 6 volunteers. Renal area, apparent diffusion coefficient, fractional anisotropy, and tensor eigenvalues were measured on uncorrected and distortion-corrected DTI. Corrected DTI correlated better than uncorrected DTI (r = 0.904 vs 0.840, P = 0.002) with reference anatomic T2-weighted imaging, with no significant difference in DTI metrics.
PMID: 33661149
ISSN: 1532-3145
CID: 4801752

Diffusion MRI of the breast: Current status and future directions

Iima, Mami; Honda, Maya; Sigmund, Eric E; Ohno Kishimoto, Ayami; Kataoka, Masako; Togashi, Kaori
Diffusion-weighted imaging (DWI) is increasingly being incorporated into routine breast MRI protocols in many institutions worldwide, and there are abundant breast DWI indications ranging from lesion detection and distinguishing malignant from benign tumors to assessing prognostic biomarkers of breast cancer and predicting treatment response. DWI has the potential to serve as a noncontrast MR screening method. Beyond apparent diffusion coefficient (ADC) mapping, which is a commonly used quantitative DWI measure, advanced DWI models such as intravoxel incoherent motion (IVIM), non-Gaussian diffusion MRI, and diffusion tensor imaging (DTI) are extensively exploited in this field, allowing the characterization of tissue perfusion and architecture and improving diagnostic accuracy without the use of contrast agents. This review will give a summary of the clinical literature along with future directions. Level of Evidence: 5 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019.
PMID: 31520518
ISSN: 1522-2586
CID: 4088672

Diffusion-weighted imaging of the breast-a consensus and mission statement from the EUSOBI International Breast Diffusion-Weighted Imaging working group

Baltzer, Pascal; Mann, Ritse M; Iima, Mami; Sigmund, Eric E; Clauser, Paola; Gilbert, Fiona J; Martincich, Laura; Partridge, Savannah C; Patterson, Andrew; Pinker, Katja; Thibault, Fabienne; Camps-Herrero, Julia; Le Bihan, Denis
The European Society of Breast Radiology (EUSOBI) established an International Breast DWI working group. The working group consists of clinical breast MRI experts, MRI physicists, and representatives from large vendors of MRI equipment, invited based upon proven expertise in breast MRI and/or in particular breast DWI, representing 25 sites from 16 countries. The aims of the working group are (a) to promote the use of breast DWI into clinical practice by issuing consensus statements and initiate collaborative research where appropriate; (b) to define necessary standards and provide practical guidance for clinical application of breast DWI; (c) to develop a standardized and translatable multisite multivendor quality assurance protocol, especially for multisite research studies; (d) to find consensus on optimal methods for image processing/analysis, visualization, and interpretation; and (e) to work collaboratively with system vendors to improve breast DWI sequences. First consensus recommendations, presented in this paper, include acquisition parameters for standard breast DWI sequences including specifications of b values, fat saturation, spatial resolution, and repetition and echo times. To describe lesions in an objective way, levels of diffusion restriction/hindrance in the breast have been defined based on the published literature on breast DWI. The use of a small ROI placed on the darkest part of the lesion on the ADC map, avoiding necrotic, noisy or non-enhancing lesion voxels is currently recommended. The working group emphasizes the need for standardization and quality assurance before ADC thresholds are applied. The working group encourages further research in advanced diffusion techniques and tailored DWI strategies for specific indications. Key Points • The working group considers breast DWI an essential part of a multiparametric breast MRI protocol and encourages its use. • Basic requirements for routine clinical application of breast DWI are provided, including recommendations on b values, fat saturation, spatial resolution, and other sequence parameters. • Diffusion levels in breast lesions are defined based on meta-analysis data and methods to obtain a reliable ADC value are detailed.
PMID: 31786616
ISSN: 1432-1084
CID: 4217752

Technical recommendations for clinical translation of renal MRI: a consensus project of the Cooperation in Science and Technology Action PARENCHIMA

Mendichovszky, Iosif; Pullens, Pim; Dekkers, Ilona; Nery, Fabio; Bane, Octavia; Pohlmann, Andreas; de Boer, Anneloes; Ljimani, Alexandra; Odudu, Aghogho; Buchanan, Charlotte; Sharma, Kanishka; Laustsen, Christoffer; Harteveld, Anita; Golay, Xavier; Pedrosa, Ivan; Alsop, David; Fain, Sean; Caroli, Anna; Prasad, Pottumarthi; Francis, Susan; Sigmund, Eric; Fernández-Seara, Maria; Sourbron, Steven
PURPOSE/OBJECTIVE:The potential of renal MRI biomarkers has been increasingly recognised, but clinical translation requires more standardisation. The PARENCHIMA consensus project aims to develop and apply a process for generating technical recommendations on renal MRI. METHODS:A task force was formed in July 2018 focused on five methods. A draft process for attaining consensus was distributed publicly for consultation and finalised at an open meeting (Prague, October 2018). Four expert panels completed surveys between October 2018 and March 2019, discussed results and refined the surveys at a face-to-face meeting (Aarhus, March 2019) and completed a second round (May 2019). RESULTS:A seven-stage process was defined: (1) formation of expert panels; (2) definition of the context of use; (3) literature review; (4) collection and comparison of MRI protocols; (5) consensus generation by an approximate Delphi method; (6) reporting of results in vendor-neutral and vendor-specific terms; (7) ongoing review and updating. Application of the process resulted in 166 consensus statements. CONCLUSION/CONCLUSIONS:The process generated meaningful technical recommendations across very different MRI methods, while allowing for improvement and refinement as open issues are resolved. The results are likely to be widely supported by the renal MRI community and thereby promote more harmonisation.
PMID: 31628564
ISSN: 1352-8661
CID: 4140832