Literature DB >> 26910114

Restriction spectrum imaging improves MRI-based prostate cancer detection.

Kevin C McCammack1, Natalie M Schenker-Ahmed1, Nathan S White1, Shaun R Best1, Robert M Marks2, Jared Heimbigner2, Christopher J Kane3, J Kellogg Parsons3, Joshua M Kuperman1, Hauke Bartsch1, Rahul S Desikan1, Rebecca A Rakow-Penner1, Michael A Liss4, Daniel J A Margolis5, Steven S Raman5, Ahmed Shabaik6, Anders M Dale1,7, David S Karow8.   

Abstract

PURPOSE: To compare the diagnostic performance of restriction spectrum imaging (RSI), with that of conventional multi-parametric (MP) magnetic resonance imaging (MRI) for prostate cancer (PCa) detection in a blinded reader-based format.
METHODS: Three readers independently evaluated 100 patients (67 with proven PCa) who underwent MP-MRI and RSI within 6 months of systematic biopsy (N = 67; 23 with targeting performed) or prostatectomy (N = 33). Imaging was performed at 3 Tesla using a phased-array coil. Readers used a five-point scale estimating the likelihood of PCa present in each prostate sextant. Evaluation was performed in two separate sessions, first using conventional MP-MRI alone then immediately with MP-MRI and RSI in the same session. Four weeks later, another scoring session used RSI and T2-weighted imaging (T2WI) without conventional diffusion-weighted or dynamic contrast-enhanced imaging. Reader interpretations were then compared to prostatectomy data or biopsy results. Receiver operating characteristic curves were performed, with area under the curve (AUC) used to compare across groups.
RESULTS: MP-MRI with RSI achieved higher AUCs compared to MP-MRI alone for identifying high-grade (Gleason score greater than or equal to 4 + 3=7) PCa (0.78 vs. 0.70 at the sextant level; P < 0.001 and 0.85 vs. 0.79 at the hemigland level; P = 0.04). RSI and T2WI alone achieved AUCs similar to MP-MRI for high-grade PCa (0.71 vs. 0.70 at the sextant level). With hemigland analysis, high-grade disease results were similar when comparing RSI + T2WI with MP-MRI, although with greater AUCs compared to the sextant analysis (0.80 vs. 0.79).
CONCLUSION: Including RSI with MP-MRI improves PCa detection compared to MP-MRI alone, and RSI with T2WI achieves similar PCa detection as MP-MRI.

Entities:  

Keywords:  Diffuse weighted imaging; Prostate MRI; Prostate cancer; Prostate diffusion imaging; Restriction spectrum imaging

Mesh:

Substances:

Year:  2016        PMID: 26910114      PMCID: PMC5386962          DOI: 10.1007/s00261-016-0659-1

Source DB:  PubMed          Journal:  Abdom Radiol (NY)


  33 in total

1.  Performance characteristics of MR imaging in the evaluation of clinically low-risk prostate cancer: a prospective study.

Authors:  Hebert Alberto Vargas; Oguz Akin; Amita Shukla-Dave; Jingbo Zhang; Kristen L Zakian; Junting Zheng; Kent Kanao; Debra A Goldman; Chaya S Moskowitz; Victor E Reuter; James A Eastham; Peter T Scardino; Hedvig Hricak
Journal:  Radiology       Date:  2012-09-05       Impact factor: 11.105

2.  Comparison of MR/ultrasound fusion-guided biopsy with ultrasound-guided biopsy for the diagnosis of prostate cancer.

Authors:  M Minhaj Siddiqui; Soroush Rais-Bahrami; Baris Turkbey; Arvin K George; Jason Rothwax; Nabeel Shakir; Chinonyerem Okoro; Dima Raskolnikov; Howard L Parnes; W Marston Linehan; Maria J Merino; Richard M Simon; Peter L Choyke; Bradford J Wood; Peter A Pinto
Journal:  JAMA       Date:  2015-01-27       Impact factor: 56.272

3.  Probing tissue microstructure with restriction spectrum imaging: Histological and theoretical validation.

Authors:  Nathan S White; Trygve B Leergaard; Helen D'Arceuil; Jan G Bjaalie; Anders M Dale
Journal:  Hum Brain Mapp       Date:  2012-01-16       Impact factor: 5.038

4.  Novel technique for characterizing prostate cancer utilizing MRI restriction spectrum imaging: proof of principle and initial clinical experience with extraprostatic extension.

Authors:  R A Rakow-Penner; N S White; J K Parsons; H W Choi; M A Liss; J M Kuperman; N Schenker-Ahmed; H Bartsch; R F Mattrey; W G Bradley; A Shabaik; J Huang; D J A Margolis; S S Raman; L Marks; C J Kane; R E Reiter; D S Karow; A M Dale
Journal:  Prostate Cancer Prostatic Dis       Date:  2015-01-06       Impact factor: 5.554

5.  Efficient correction of inhomogeneous static magnetic field-induced distortion in Echo Planar Imaging.

Authors:  Dominic Holland; Joshua M Kuperman; Anders M Dale
Journal:  Neuroimage       Date:  2009-11-26       Impact factor: 6.556

6.  Trends in Gleason score: concordance between biopsy and prostatectomy over 15 years.

Authors:  Ayyathurai Rajinikanth; Murugesan Manoharan; Cynthia T Soloway; Francisco J Civantos; Mark S Soloway
Journal:  Urology       Date:  2008-02-15       Impact factor: 2.649

7.  Prostate diffusion imaging with distortion correction.

Authors:  Rebecca A Rakow-Penner; Nathan S White; Daniel J A Margolis; John Kellogg Parsons; Natalie Schenker-Ahmed; Joshua M Kuperman; Hauke Bartsch; Hyung W Choi; William G Bradley; Ahmed Shabaik; Jiaoti Huang; Michael A Liss; Leonard Marks; Christopher J Kane; Robert E Reiter; Steven S Raman; David S Karow; Anders M Dale
Journal:  Magn Reson Imaging       Date:  2015-07-26       Impact factor: 2.546

8.  Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with Gleason score--a computer-aided diagnosis development study.

Authors:  Yahui Peng; Yulei Jiang; Cheng Yang; Jeremy Bancroft Brown; Tatjana Antic; Ila Sethi; Christine Schmid-Tannwald; Maryellen L Giger; Scott E Eggener; Aytekin Oto
Journal:  Radiology       Date:  2013-02-07       Impact factor: 11.105

9.  Multiparametric MRI for prostate cancer localization in correlation to whole-mount histopathology.

Authors:  Sofie Isebaert; Laura Van den Bergh; Karin Haustermans; Steven Joniau; Evelyne Lerut; Liesbeth De Wever; Frederik De Keyzer; Tom Budiharto; Pieter Slagmolen; Hendrik Van Poppel; Raymond Oyen
Journal:  J Magn Reson Imaging       Date:  2012-11-21       Impact factor: 4.813

10.  Restriction-Spectrum Imaging of Bevacizumab-Related Necrosis in a Patient with GBM.

Authors:  Nikdokht Farid; Daniela B Almeida-Freitas; Nathan S White; Carrie R McDonald; Karra A Muller; Scott R Vandenberg; Santosh Kesari; Anders M Dale
Journal:  Front Oncol       Date:  2013-09-30       Impact factor: 6.244

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  7 in total

1.  Utility of Restriction Spectrum Imaging Among Men Undergoing First-Time Biopsy for Suspected Prostate Cancer.

Authors:  Ely R Felker; Steven S Raman; Sepideh Shakeri; Sohrab A Mirak; Amirhossein M Bajgiran; Lorna Kwan; Pooria Khoshnoodi; Fuad F ElKhoury; Daniel J A Margolis; David Karow; David S K Lu; Nate White; Leonard S Marks
Journal:  AJR Am J Roentgenol       Date:  2019-04-30       Impact factor: 3.959

2.  Characterization of the diffusion signal of breast tissues using multi-exponential models.

Authors:  Ana E Rodríguez-Soto; Maren M Sjaastad Andreassen; Lauren K Fang; Christopher C Conlin; Helen H Park; Grace S Ahn; Hauke Bartsch; Joshua Kuperman; Igor Vidić; Haydee Ojeda-Fournier; Anne M Wallace; Michael Hahn; Tyler M Seibert; Neil Peter Jerome; Agnes Østlie; Tone Frost Bathen; Pål Erik Goa; Rebecca Rakow-Penner; Anders M Dale
Journal:  Magn Reson Med       Date:  2021-12-14       Impact factor: 3.737

Review 3.  Restriction spectrum imaging: An evolving imaging biomarker in prostate MRI.

Authors:  Ryan L Brunsing; Natalie M Schenker-Ahmed; Nathan S White; J Kellogg Parsons; Christopher Kane; Joshua Kuperman; Hauke Bartsch; Andrew Karim Kader; Rebecca Rakow-Penner; Tyler M Seibert; Daniel Margolis; Steven S Raman; Carrie R McDonald; Nikdokht Farid; Santosh Kesari; Donna Hansel; Ahmed Shabaik; Anders M Dale; David S Karow
Journal:  J Magn Reson Imaging       Date:  2016-08-16       Impact factor: 4.813

4.  Magnetic Resonance Imaging for the Detection of High Grade Cancer in the Canary Prostate Active Surveillance Study.

Authors:  Michael A Liss; Lisa F Newcomb; Yingye Zheng; Michael P Garcia; Christopher P Filson; Hilary Boyer; James D Brooks; Peter R Carroll; Matthew R Cooperberg; William J Ellis; Martin E Gleave; Frances M Martin; Todd Morgan; Peter S Nelson; Andrew A Wagner; Ian M Thompson; Daniel W Lin
Journal:  J Urol       Date:  2020-04-28       Impact factor: 7.450

5.  Improved Characterization of Diffusion in Normal and Cancerous Prostate Tissue Through Optimization of Multicompartmental Signal Models.

Authors:  Christopher C Conlin; Christine H Feng; Ana E Rodriguez-Soto; Roshan A Karunamuni; Joshua M Kuperman; Dominic Holland; Rebecca Rakow-Penner; Michael E Hahn; Tyler M Seibert; Anders M Dale
Journal:  J Magn Reson Imaging       Date:  2020-10-31       Impact factor: 4.813

6.  Voxel-level Classification of Prostate Cancer on Magnetic Resonance Imaging: Improving Accuracy Using Four-Compartment Restriction Spectrum Imaging.

Authors:  Christine H Feng; Christopher C Conlin; Kanha Batra; Ana E Rodríguez-Soto; Roshan Karunamuni; Aaron Simon; Joshua Kuperman; Rebecca Rakow-Penner; Michael E Hahn; Anders M Dale; Tyler M Seibert
Journal:  J Magn Reson Imaging       Date:  2021-03-31       Impact factor: 5.119

7.  Microstructural models for diffusion MRI in breast cancer and surrounding stroma: an ex vivo study.

Authors:  Colleen Bailey; Bernard Siow; Eleftheria Panagiotaki; John H Hipwell; Thomy Mertzanidou; Julie Owen; Patrycja Gazinska; Sarah E Pinder; Daniel C Alexander; David J Hawkes
Journal:  NMR Biomed       Date:  2016-12-21       Impact factor: 4.044

  7 in total

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