Restriction spectrum imaging with elastic image registration for automated evaluation of response to neoadjuvant therapy in breast cancer.

breast MRI breast cancer diffusion-weighted imaging locally-advanced breast cancer magnetic resonance imaging neoadjuvant therapy restriction spectrum imaging

Journal

Frontiers in oncology
ISSN: 2234-943X
Titre abrégé: Front Oncol
Pays: Switzerland
ID NLM: 101568867

Informations de publication

Date de publication:
2023
Historique:
received: 09 06 2023
accepted: 08 08 2023
medline: 2 10 2023
pubmed: 2 10 2023
entrez: 2 10 2023
Statut: epublish

Résumé

Dynamic contrast-enhanced MRI (DCE) and apparent diffusion coefficient (ADC) are currently used to evaluate treatment response of breast cancer. The purpose of the current study was to evaluate the three-component Restriction Spectrum Imaging model (RSI Breast cancer patients ( Ten patients experienced pCR. Prediction of non-pCR using ROC AUC (95% CI) for change in measured tumor size from pre-treatment time point to early-treatment time point was 0.65 (0.38-0.92) for the RSI The automatic RSI

Identifiants

pubmed: 37781199
doi: 10.3389/fonc.2023.1237720
pmc: PMC10541212
doi:

Types de publication

Journal Article

Langues

eng

Pagination

1237720

Subventions

Organisme : NIBIB NIH HHS
ID : K08 EB026503
Pays : United States
Organisme : NCI NIH HHS
ID : R37 CA249659
Pays : United States

Informations de copyright

Copyright © 2023 Andreassen, Loubrie, Tong, Fang, Seibert, Wallace, Zare, Ojeda-Fournier, Kuperman, Hahn, Jerome, Bathen, Rodríguez-Soto, Dale and Rakow-Penner.

Déclaration de conflit d'intérêts

Author AMD is employed and holds equity in CorTechs Labs, Inc., and serves on its Scientific Advisory Board. He is a member of the Scientific Advisory Board of Human Longevity, Inc. Author RRP is a consultant of Human Longevity, Inc. She has equity interest in CorTechs Labs, Inc. and is on their Scientific Advisory Board, Inc. She has equity interest in Curemetrix and is on the Scientific Advisory Board of Imagine Scientific. Author TMS reports honoraria from Varian Medical Systems and WebMD; he has an equity interest in CorTechs Labs, Inc. and serves on its Scientific Advisory Board. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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Auteurs

Maren M Sjaastad Andreassen (MMS)

Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.
Department of Oncology, Vestre Viken, Drammen, Norway.

Stephane Loubrie (S)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.

Michelle W Tong (MW)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.
Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States.

Lauren Fang (L)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.

Tyler M Seibert (TM)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.
Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States.
Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, United States.

Anne M Wallace (AM)

Department of Surgery, University of California, San Diego, La Jolla, CA, United States.

Somaye Zare (S)

Department of Pathology, University of California, San Diego, La Jolla, CA, United States.

Haydee Ojeda-Fournier (H)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.

Joshua Kuperman (J)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.

Michael Hahn (M)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.

Neil P Jerome (NP)

Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.
Department of Physics, Norwegian University of Science and Technology, Trondheim, Norway.

Tone F Bathen (TF)

Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway.
Department of Radiology and Nuclear Medicine, St. Olav's University Hospital, Trondheim, Norway.

Ana E Rodríguez-Soto (AE)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.

Anders M Dale (AM)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.
Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla, CA, United States.

Rebecca Rakow-Penner (R)

Department of Radiology, University of California, San Diego, La Jolla, CA, United States.
Department of Bioengineering, University of California, San Diego, La Jolla, CA, United States.

Classifications MeSH