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Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator.
Weygand, Joseph; Armstrong, Tess; Bryant, John Michael; Andreozzi, Jacqueline M; Oraiqat, Ibrahim M; Nichols, Steven; Liveringhouse, Casey L; Latifi, Kujtim; Yamoah, Kosj; Costello, James R; Frakes, Jessica M; Moros, Eduardo G; El Naqa, Issam M; Naghavi, Arash O; Rosenberg, Stephen A; Redler, Gage.
Afiliación
  • Weygand J; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Armstrong T; ViewRay Inc., Cleveland, OH, USA.
  • Bryant JM; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Andreozzi JM; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Oraiqat IM; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Nichols S; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Liveringhouse CL; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Latifi K; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Yamoah K; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Costello JR; Department of Radiology, Moffitt Cancer Center, Tampa, FL, USA.
  • Frakes JM; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Moros EG; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • El Naqa IM; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Naghavi AO; Department of Machine Learning, Moffitt Cancer Center, Tampa, FL, USA.
  • Rosenberg SA; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
  • Redler G; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA.
Phys Imaging Radiat Oncol ; 28: 100505, 2023 Oct.
Article en En | MEDLINE | ID: mdl-38045642
ABSTRACT
Background and

purpose:

Diffusion weighted imaging (DWI) allows for the interrogation of tissue cellularity, which is a surrogate for cellular proliferation. Previous attempts to incorporate DWI into the workflow of a 0.35 T MR-linac (MRL) have lacked quantitative accuracy. In this study, accuracy, repeatability, and geometric precision of apparent diffusion coefficient (ADC) maps produced using an echo planar imaging (EPI)-based DWI protocol on the MRL system is illustrated, and in vivo potential for longitudinal patient imaging is demonstrated. Materials and

methods:

Accuracy and repeatability were assessed by measuring ADC values in a diffusion phantom at three timepoints and comparing to reference ADC values. System-dependent geometric distortion was quantified by measuring the distance between 93 pairs of phantom features on ADC maps acquired on a 0.35 T MRL and a 3.0 T diagnostic scanner and comparing to spatially precise CT images. Additionally, for five sarcoma patients receiving radiotherapy on the MRL, same-day in vivo ADC maps were acquired on both systems, one of which at multiple timepoints.

Results:

Phantom ADC quantification was accurate on the 0.35 T MRL with significant discrepancies only seen at high ADC. Average geometric distortions were 0.35 (±0.02) mm and 0.85 (±0.02) mm in the central slice and 0.66 (±0.04) mm and 2.14 (±0.07) mm at 5.4 cm off-center for the MRL and diagnostic system, respectively. In the sarcoma patients, a mean pretreatment ADC of 910x10-6 (±100x10-6) mm2/s was measured on the MRL.

Conclusions:

The acquisition of accurate, repeatable, and geometrically precise ADC maps is possible at 0.35 T with an EPI approach.
Palabras clave

Texto completo: 1 Base de datos: MEDLINE Idioma: En Revista: Phys Imaging Radiat Oncol Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo: 1 Base de datos: MEDLINE Idioma: En Revista: Phys Imaging Radiat Oncol Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos