Literature DB >> 34213370

MRI Volumetrics and Image Texture Analysis in Assessing Systemic Treatment Response in Extra-Abdominal Desmoid Fibromatosis.

Ty K Subhawong1, Katharina Feister1, Kevin Sweet1, Noam Alperin1, Deukwoo Kwon1, Andrew Rosenberg1, Jonathan Trent1, Breelyn A Wilky1.   

Abstract

Purpose To determine whether MRI volumetric and image texture analysis correlates with treatment-induced biologic changes in desmoid fibromatosis (DF) earlier than conventional response criteria. Materials and Methods This retrospective study included 27 patients with histologically proven extra-abdominal DF who were managed with active surveillance or systemic therapy (from 2004 to 2016). MRI volumetric and image texture parameters were derived from manual tumor segmentations, and tumor signal intensity was normalized to muscle. Results were compared with objective response rates based on Response Evaluation Criteria in Solid Tumors (RECIST) version 1.1, World Health Organization (WHO) lesion response, volumetrics, and MRI-modified Choi criteria. Correlation coefficients (r) between image texture features and maximum tumor diameters were obtained by using a meta-analysis approach. Results The 27 included patients (mean age, 39 years; 74% women) were followed for an average of 4 years, comprising 207 distinct time-point assessments. The mean baseline tumor maximum diameter was 7.9 cm (range, 3.4-15.2 cm). Partial response (PR) rates as best response were 37%, 44%, 70%, and 81% by RECIST, WHO, volumetrics, and MRI-modified Choi criteria, respectively. Among the 10 tumors showing RECIST PR, a preceding MRI-modified Choi PR was observed in 70% (seven of 10), on average 1.3 years earlier. Multiple image texture parameters showed associations with objective measurements of tumor diameter including mean tumor-to-muscle signal ratio (r = 0.51; P = .004), median tumor-to-muscle signal ratio (r = 0.52; P = .003), energy (r = 0.48; P < .001), run entropy (r = 0.32, P = .04), and gray-level nonuniformity (r = 0.54; P ≤ .001). Conclusion Volumetric signal and image texture assessment allows more comprehensive analysis of DF biologic change and may permit early prediction of DF behavior and therapeutic response. Keywords: MR Imaging, Soft Tissues/Skin, Neoplasms-Primary © RSNA, 2021.

Entities:  

Keywords:  MR Imaging; Neoplasms-Primary; Soft Tissues/Skin

Year:  2021        PMID: 34213370      PMCID: PMC8344342          DOI: 10.1148/rycan.2021210016

Source DB:  PubMed          Journal:  Radiol Imaging Cancer        ISSN: 2638-616X


  22 in total

1.  3D Slicer as an image computing platform for the Quantitative Imaging Network.

Authors:  Andriy Fedorov; Reinhard Beichel; Jayashree Kalpathy-Cramer; Julien Finet; Jean-Christophe Fillion-Robin; Sonia Pujol; Christian Bauer; Dominique Jennings; Fiona Fennessy; Milan Sonka; John Buatti; Stephen Aylward; James V Miller; Steve Pieper; Ron Kikinis
Journal:  Magn Reson Imaging       Date:  2012-07-06       Impact factor: 2.546

2.  Sorafenib for Advanced and Refractory Desmoid Tumors.

Authors:  Mrinal M Gounder; Michelle R Mahoney; Brian A Van Tine; Vinod Ravi; Steven Attia; Hari A Deshpande; Abha A Gupta; Mohammed M Milhem; Robert M Conry; Sujana Movva; Michael J Pishvaian; Richard F Riedel; Tarek Sabagh; William D Tap; Natally Horvat; Ethan Basch; Lawrence H Schwartz; Robert G Maki; Narasimhan P Agaram; Robert A Lefkowitz; Yousef Mazaheri; Rikiya Yamashita; John J Wright; Amylou C Dueck; Gary K Schwartz
Journal:  N Engl J Med       Date:  2018-12-20       Impact factor: 91.245

3.  Surgical versus non-surgical approach in primary desmoid-type fibromatosis patients: A nationwide prospective cohort from the French Sarcoma Group.

Authors:  Nicolas Penel; Axel Le Cesne; Sylvie Bonvalot; Antoine Giraud; Emmanuelle Bompas; Maria Rios; Sébastien Salas; Nicolas Isambert; Pascaline Boudou-Rouquette; Charles Honore; Antoine Italiano; Isabelle Ray-Coquard; Sophie Piperno-Neumann; François Gouin; François Bertucci; Thomas Ryckewaert; Jean-Emmanuel Kurtz; Françoise Ducimetiere; Jean-Michel Coindre; Jean-Yves Blay
Journal:  Eur J Cancer       Date:  2017-07-20       Impact factor: 9.162

Review 4.  Current Update on Desmoid Fibromatosis.

Authors:  Dhakshinamoorthy Ganeshan; Behrang Amini; Paul Nikolaidis; Matthew Assing; Raghunandan Vikram
Journal:  J Comput Assist Tomogr       Date:  2019 Jan/Feb       Impact factor: 1.826

5.  Interobserver and intraobserver variability in the response evaluation of cancer therapy according to RECIST and WHO-criteria.

Authors:  Chikako Suzuki; Michael R Torkzad; Hans Jacobsson; Gunnar Aström; Anders Sundin; Thomas Hatschek; Hirofumi Fujii; Lennart Blomqvist
Journal:  Acta Oncol       Date:  2010-05       Impact factor: 4.089

6.  Aggressive fibromatosis: MRI features with pathologic correlation.

Authors:  Justin C Lee; J Meirion Thomas; Simon Phillips; Cyril Fisher; Eleanor Moskovic
Journal:  AJR Am J Roentgenol       Date:  2006-01       Impact factor: 3.959

7.  Progressive Desmoid Tumor: Radiomics Compared With Conventional Response Criteria for Predicting Progression During Systemic Therapy-A Multicenter Study by the French Sarcoma Group.

Authors:  Amandine Crombé; Michèle Kind; Isabelle Ray-Coquard; Nicolas Isambert; Christine Chevreau; Thierry André; Celeste Lebbe; Axel Le Cesne; Emmanuelle Bompas; Sophie Piperno-Neumann; Esma Saada; Amine Bouhamama; Jean-Yves Blay; Antoine Italiano
Journal:  AJR Am J Roentgenol       Date:  2020-09-29       Impact factor: 3.959

8.  Computational Radiomics System to Decode the Radiographic Phenotype.

Authors:  Joost J M van Griethuysen; Andriy Fedorov; Chintan Parmar; Ahmed Hosny; Nicole Aucoin; Vivek Narayan; Regina G H Beets-Tan; Jean-Christophe Fillion-Robin; Steve Pieper; Hugo J W L Aerts
Journal:  Cancer Res       Date:  2017-11-01       Impact factor: 12.701

9.  Assessment of tumor heterogeneity: an emerging imaging tool for clinical practice?

Authors:  Fergus Davnall; Connie S P Yip; Gunnar Ljungqvist; Mariyah Selmi; Francesca Ng; Bal Sanghera; Balaji Ganeshan; Kenneth A Miles; Gary J Cook; Vicky Goh
Journal:  Insights Imaging       Date:  2012-10-24

10.  Radiomics: Images Are More than Pictures, They Are Data.

Authors:  Robert J Gillies; Paul E Kinahan; Hedvig Hricak
Journal:  Radiology       Date:  2015-11-18       Impact factor: 11.105

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  3 in total

Review 1.  The Role of Pharmacotherapeutic Agents in Children with Desmoid Tumors.

Authors:  David P Douglass; Fariba Navid; Aaron R Weiss
Journal:  Paediatr Drugs       Date:  2022-07-29       Impact factor: 3.930

2.  Radiologic screening and surveillance in hereditary cancers.

Authors:  Jamie E Clarke; Stephanie Magoon; Irman Forghani; Francesco Alessandrino; Gina D'Amato; Emily Jonczak; Ty K Subhawong
Journal:  Eur J Radiol Open       Date:  2022-04-25

3.  Cryotherapy in extra-abdominal desmoid tumors: A systematic review and meta-analysis.

Authors:  Bimal Mayur Kumar Vora; Peter L Munk; Nagavalli Somasundaram; Hugue A Ouellette; Paul I Mallinson; Adnan Sheikh; Hanis Abdul Kadir; Tien Jin Tan; Yet Yen Yan
Journal:  PLoS One       Date:  2021-12-23       Impact factor: 3.240

  3 in total

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