Literature DB >> 32270337

PET/MRI Radiomics in Rectal Cancer: a Pilot Study on the Correlation Between PET- and MRI-Derived Image Features with a Clinical Interpretation.

Barbara Juarez Amorim1,2,3, Angel Torrado-Carvajal2,4, Shadi A Esfahani1, Sara S Marcos5, Mark Vangel1,2,6, Dan Stein7, David Groshar7, Onofrio A Catalano8,9,10.   

Abstract

PURPOSE: The aim of this study was to explore possible correlations among different imaging features from 2-deoxy-2-[18F]fluoro-D-Glucose positron emission tomography/magnetic resonance imaging (PET/MRI) in rectal cancer (RC). PROCEDURES: RC patients who underwent PET/MRI were enrolled. A region of interest (ROI) was drawn around each primary RC on PET/MRI images (PET, pelvic axial T2w, and apparent diffusion coefficient maps (ADC)). Multiple imaging features were assessed, and Pearson's correlation was used to explore possible correlations among them.
RESULTS: A total of 13 patients were included, mean age 56.1 years old, 6 females. A strong inverse correlation was observed between SUVpeak and ADCmean values, MTV and T2 sphericity, MTV and ADC sphericity, MTV and T2 entropy, and TLG and ADC sphericity. There was also strong direct correlation between PET entropy and ADC sphericity.
CONCLUSIONS: In conclusion, several clinically relevant correlations were observed between PET and MRI imaging features. These findings show how the use of both modalities provides complementary information.

Entities:  

Keywords:  FDG; Imaging features; PET/MRI; Rectal cancer

Year:  2020        PMID: 32270337     DOI: 10.1007/s11307-020-01484-x

Source DB:  PubMed          Journal:  Mol Imaging Biol        ISSN: 1536-1632            Impact factor:   3.488


  17 in total

1.  Quantitative assessment of diffusion-weighted MR imaging in patients with primary rectal cancer: correlation with FDG-PET/CT.

Authors:  Jing Gu; Pek-Lan Khong; Silun Wang; Queenie Chan; Wailun Law; Jingbo Zhang
Journal:  Mol Imaging Biol       Date:  2010-09-25       Impact factor: 3.488

Review 2.  Combined PET/MRI: a new dimension in whole-body oncology imaging?

Authors:  Gerald Antoch; Andreas Bockisch
Journal:  Eur J Nucl Med Mol Imaging       Date:  2009-03       Impact factor: 9.236

3.  Cancer statistics, 2019.

Authors:  Rebecca L Siegel; Kimberly D Miller; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2019-01-08       Impact factor: 508.702

Review 4.  MR Imaging of Rectal Cancer.

Authors:  Natally Horvat; Iva Petkovska; Marc J Gollub
Journal:  Radiol Clin North Am       Date:  2018-07-11       Impact factor: 2.303

5.  Clinical impact of PET/MR in treated colorectal cancer patients.

Authors:  Barbara J Amorim; Theodore S Hong; Lawrence S Blaszkowsky; Cristina R Ferrone; David L Berger; Liliana G Bordeianou; Rocco Ricciardi; Jeffrey W Clark; David P Ryan; Jennifer Y Wo; Motaz Qadan; Mark Vangel; Lale Umutlu; David Groshar; Lina G Cañamaques; Debra A Gervais; Umar Mahmood; Bruce R Rosen; Onofrio A Catalano
Journal:  Eur J Nucl Med Mol Imaging       Date:  2019-07-29       Impact factor: 9.236

Review 6.  The current landscape of locally advanced rectal cancer.

Authors:  Mebea Aklilu; Cathy Eng
Journal:  Nat Rev Clin Oncol       Date:  2011-08-09       Impact factor: 66.675

7.  FDG PET/CT radiomics for predicting the outcome of locally advanced rectal cancer.

Authors:  Pierre Lovinfosse; Marc Polus; Daniel Van Daele; Philippe Martinive; Frédéric Daenen; Mathieu Hatt; Dimitris Visvikis; Benjamin Koopmansch; Frédéric Lambert; Carla Coimbra; Laurence Seidel; Adelin Albert; Philippe Delvenne; Roland Hustinx
Journal:  Eur J Nucl Med Mol Imaging       Date:  2017-10-18       Impact factor: 9.236

8.  Assessment of metastatic colorectal cancer with hybrid imaging: comparison of reading performance using different combinations of anatomical and functional imaging techniques in PET/MRI and PET/CT in a short case series.

Authors:  C Brendle; N F Schwenzer; H Rempp; H Schmidt; C Pfannenberg; C la Fougère; K Nikolaou; C Schraml
Journal:  Eur J Nucl Med Mol Imaging       Date:  2015-07-31       Impact factor: 9.236

9.  Correlation Between Apparent Diffusion Coefficients and Standardized Uptake Values in Hybrid (18)F-FDG PET/MR: Preliminary Results in Rectal Cancer.

Authors:  Ju Hye Jeong; Ihn Ho Cho; Kyung Ah Chun; Eun Jung Kong; Sang Don Kwon; Jae Hwang Kim
Journal:  Nucl Med Mol Imaging       Date:  2016-01-13

10.  Radiomics analysis of pre-treatment [18F]FDG PET/CT for patients with metastatic colorectal cancer undergoing palliative systemic treatment.

Authors:  E J van Helden; Y J L Vacher; W N van Wieringen; F H P van Velden; H M W Verheul; O S Hoekstra; R Boellaard; C W Menke-van der Houven van Oordt
Journal:  Eur J Nucl Med Mol Imaging       Date:  2018-08-09       Impact factor: 9.236

View more
  3 in total

1.  Value of Primary Rectal Tumor PET/MRI in the Prediction of Synchronic Metastatic Disease.

Authors:  Marcelo A Queiroz; Cinthia D Ortega; Felipe R Ferreira; Fernanda C Capareli; Sergio C Nahas; Giovanni G Cerri; Carlos A Buchpiguel
Journal:  Mol Imaging Biol       Date:  2021-11-09       Impact factor: 3.488

2.  PET/MRI and PET/CT Radiomics in Primary Cervical Cancer: A Pilot Study on the Correlation of Pelvic PET, MRI, and CT Derived Image Features.

Authors:  Shadi A Esfahani; Angel Torrado-Carvajal; Barbara Juarez Amorim; David Groshar; Liran Domachevsky; Hanna Bernstine; Dan Stein; Debra Gervais; Onofrio A Catalano
Journal:  Mol Imaging Biol       Date:  2021-10-07       Impact factor: 3.488

3.  18F-FDG-PET/MRI texture analysis in rectal cancer after neoadjuvant chemoradiotherapy.

Authors:  Giulia Capelli; Cristina Campi; Quoc Riccardo Bao; Francesco Morra; Carmelo Lacognata; Pietro Zucchetta; Diego Cecchin; Salvatore Pucciarelli; Gaya Spolverato; Filippo Crimì
Journal:  Nucl Med Commun       Date:  2022-04-26       Impact factor: 1.698

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.