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Whole-body FDG PET-MR oncologic imaging: pitfalls in clinical interpretation related to inaccurate MR-based attenuation correction

Attenberger, Ulrike; Catana, Ciprian; Chandarana, Hersh; Catalano, Onofrio A; Friedman, Kent; Schonberg, Stefan A; Thrall, James; Salvatore, Marco; Rosen, Bruce R; Guimaraes, Alexander R
Simultaneous data collection for positron emission tomography and magnetic resonance imaging (PET/MR) is now a reality. While the full benefits of concurrently acquiring PET and MR data and the potential added clinical value are still being evaluated, initial studies have identified several important potential pitfalls in the interpretation of fluorodeoxyglucose (FDG) PET/MRI in oncologic whole-body imaging, the majority of which being related to the errors in the attenuation maps created from the MR data. The purpose of this article was to present such pitfalls and artifacts using case examples, describe their etiology, and discuss strategies to overcome them. Using a case-based approach, we will illustrate artifacts related to (1) Inaccurate bone tissue segmentation; (2) Inaccurate air cavities segmentation; (3) Motion-induced misregistration; (4) RF coils in the PET field of view; (5) B0 field inhomogeneity; (6) B1 field inhomogeneity; (7) Metallic implants; (8) MR contrast agents.
PMID: 26025348
ISSN: 1432-0509
CID: 1603872

Local radiotherapy and granulocyte-macrophage colony-stimulating factor to generate abscopal responses in patients with metastatic solid tumours: a proof-of-principle trial

Golden, Encouse B; Chhabra, Arpit; Chachoua, Abraham; Adams, Sylvia; Donach, Martin; Fenton-Kerimian, Maria; Friedman, Kent; Ponzo, Fabio; Babb, James S; Goldberg, Judith; Demaria, Sandra; Formenti, Silvia C
BACKGROUND: An abscopal response describes radiotherapy-induced immune-mediated tumour regression at sites distant to the irradiated field. Granulocyte-macrophage colony-stimulating factor is a potent stimulator of dendritic cell maturation. We postulated that the exploitation of the pro-immunogenic effects of radiotherapy with granulocyte-macrophage colony-stimulating factor might result in abscopal responses among patients with metastatic cancer. METHODS: Patients with stable or progressing metastatic solid tumours, on single-agent chemotherapy or hormonal therapy, with at least three distinct measurable sites of disease, were treated with concurrent radiotherapy (35 Gy in ten fractions, over 2 weeks) to one metastatic site and granulocyte-macrophage colony-stimulating factor (125 mug/m2 subcutaneously injected daily for 2 weeks, starting during the second week of radiotherapy). This course was repeated, targeting a second metastatic site. A Simon's optimal two-stage design was chosen for this trial: an additional 19 patients could be enrolled in stage 2 only if at least one patient among the first ten had an abscopal response. If no abscopal responses were seen among the first ten patients, the study would be deemed futile and terminated. The primary endpoint was the proportion of patients with an abscopal response (defined as at least a 30% decrease in the longest diameter of the best responding abscopal lesion). Secondary endpoints were safety and survival. Analyses were done based on intention to treat. The trial has concluded accrual, and is registered with ClinicalTrials.gov, number NCT02474186. FINDINGS: From April 7, 2003, to April 3, 2012, 41 patients with metastatic cancer were enrolled. In stage 1 of the Simon's two-stage design, ten patients were enrolled: four of the first ten patients had abscopal responses. Thus, the trial proceeded to stage 2, as planned, and an additional 19 patients were enrolled. Due to protocol amendments 12 further patients were enrolled. Abscopal responses occurred in eight (27.6%, 95% CI 12.7-47.2) of the first 29 patients, and 11 (26.8%, 95% CI 14.2-42.9) of 41 accrued patients (specifically in four patients with non-small-cell lung cancer, five with breast cancer, and two with thymic cancer). The most common grade 3-4 adverse events were fatigue (six patients) and haematological (ten patients). Additionally, a serious adverse event of grade 4 pulmonary embolism occurred in one patient. INTERPRETATION: The combination of radiotherapy with granulocyte-macrophage colony-stimulating factor produced objective abscopal responses in some patients with metastatic solid tumours. This finding represents a promising approach to establish an in-situ anti-tumour vaccine. Further research is warranted in this area. FUNDING: New York University School of Medicine's Department of Radiation Oncology and Cancer Institute.
PMID: 26095785
ISSN: 1474-5488
CID: 1640742

Whole-Body PET/MR Imaging: Quantitative Evaluation of a Novel Model-Based MR Attenuation Correction Method Including Bone

Paulus, Daniel H; Quick, Harald H; Geppert, Christian; Fenchel, Matthias; Zhan, Yiqiang; Hermosillo, Gerardo; Faul, David; Boada, Fernando; Friedman, Kent P; Koesters, Thomas
In routine whole-body PET/MR hybrid imaging, attenuation correction (AC) is usually performed by segmentation methods based on a Dixon MR sequence providing up to 4 different tissue classes. Because of the lack of bone information with the Dixon-based MR sequence, bone is currently considered as soft tissue. Thus, the aim of this study was to evaluate a novel model-based AC method that considers bone in whole-body PET/MR imaging. METHODS: The new method ("Model") is based on a regular 4-compartment segmentation from a Dixon sequence ("Dixon"). Bone information is added using a model-based bone segmentation algorithm, which includes a set of prealigned MR image and bone mask pairs for each major body bone individually. Model was quantitatively evaluated on 20 patients who underwent whole-body PET/MR imaging. As a standard of reference, CT-based mu-maps were generated for each patient individually by nonrigid registration to the MR images based on PET/CT data. This step allowed for a quantitative comparison of all mu-maps based on a single PET emission raw dataset of the PET/MR system. Volumes of interest were drawn on normal tissue, soft-tissue lesions, and bone lesions; standardized uptake values were quantitatively compared. RESULTS: In soft-tissue regions with background uptake, the average bias of SUVs in background volumes of interest was 2.4% +/- 2.5% and 2.7% +/- 2.7% for Dixon and Model, respectively, compared with CT-based AC. For bony tissue, the -25.5% +/- 7.9% underestimation observed with Dixon was reduced to -4.9% +/- 6.7% with Model. In bone lesions, the average underestimation was -7.4% +/- 5.3% and -2.9% +/- 5.8% for Dixon and Model, respectively. For soft-tissue lesions, the biases were 5.1% +/- 5.1% for Dixon and 5.2% +/- 5.2% for Model. CONCLUSION: The novel MR-based AC method for whole-body PET/MR imaging, combining Dixon-based soft-tissue segmentation and model-based bone estimation, improves PET quantification in whole-body hybrid PET/MR imaging, especially in bony tissue and nearby soft tissue.
PMCID:4894503
PMID: 26025957
ISSN: 1535-5667
CID: 1663642

Texture Feature Reproducibility Between PET/CT and PET/MR Imaging Modalities [Meeting Abstract]

Galavis, P; Friedman, K; Chandarana, H; Jackson, K
ISI:000356998303010
ISSN: 0094-2405
CID: 1718822

Inguinal Hernia Repair Mimicking Cancer On PET-CT: Mesh Is Cool, but the Plug Lights Up [Meeting Abstract]

Franceschi, Ana; Friedman, Kent; Ghesani, Munir
ISI:000358738803046
ISSN: 1535-5667
CID: 1734672

Correlation of white matter damage with amyloid and hippocampal atrophy in normal aging and amnestic Mild Cognitive Impairment (aMCI): an MR-PET study. [Meeting Abstract]

Jelescu, Ileana; Shepherd, Timothy; Novikov, Dmitry; Ding, Yu-Shin; Koesters, Thomas; Friedman, Kent; Galvin, James; Fieremans, Els
ISI:000358738801262
ISSN: 1535-5667
CID: 1734812

A phase I clinical trial of ganetespib (heat shock protein 90 inhibitor) in combination with paclitaxel and trastuzumab in human epidermal growth factor receptor-2 positive (HER2+) metastatic breast cancer [Meeting Abstract]

Jhaveri, Komal; Cadoo, Karen; Chandarlapaty, Sarat; Teplinsky, Eleonora; Speyer, James; D' Andrea, Gabriella; Patil, Sujata; Haque, Sofia; Friedman, Kent; Heese, Scott; Neville, Deirdre; Esteva, Francisco; Hudis, Clifford; Modi, Shanu
ISI:000356730203174
ISSN: 1538-7445
CID: 2426242

Quantitative Graphical Analysis of Simultaneous Dynamic PET/MRI For Assessment of Prostate Cancer

Rosenkrantz, Andrew B; Koesters, Thomas; Vahle, Anne-Kristin; Friedman, Kent; Bartlett, Rachel M; Taneja, Samir S; Ding, Yu-Shin; Logan, Jean
PURPOSE: Dynamic FDG imaging for prostate cancer characterization is limited by generally small size and low uptake in prostate tumors. Our aim in this pilot study was to explore feasibility of simultaneous PET/MRI to guide localization of prostate lesions for dynamic FDG analysis using a graphical approach. METHODS: Three patients with biopsy-proven prostate cancer underwent simultaneous FDG PET/MRI, incorporating dynamic prostate imaging. Histology and multiparametric MRI findings were used to localize tumors, which in turn guided identification of tumors on FDG images. Regions of interest were manually placed on tumor and benign prostate tissue. Blood activity was extracted from a region of interest placed on the femoral artery on PET images. FDG data were analyzed by graphical analysis using the influx constant Ki (Patlak analysis) when FDG binding seemed irreversible and distribution volume VT (reversible graphical analysis) when FDG binding seemed reversible given the presence of washout. RESULTS: Given inherent coregistration, simultaneous acquisition facilitated use of MRI data to localize small lesions on PET and subsequent graphical analysis in all cases. In 2 cases with irreversible binding, tumor had higher Ki than benign using Patlak analysis (0.023 vs 0.006 and 0.019 vs 0.008 mL/cm per minute). In 1 case appearing reversible, tumor had higher VT than benign using reversible graphical analysis (0.68 vs 0.52 mL/cm). CONCLUSIONS: Simultaneous PET/MRI allows localization of small prostate tumors for dynamic PET analysis. By taking advantage of inclusion of the femoral arteries in the FOV, we applied advanced PET data analysis methods beyond conventional static measures and without blood sampling.
PMCID:4352122
PMID: 25608166
ISSN: 0363-9762
CID: 1440332

PET/MRI for the Evaluation of Patients With Lymphoma: Initial Observations

Heacock, Laura; Weissbrot, Joseph; Raad, Roy; Campbell, Naomi; Friedman, Kent P; Ponzo, Fabio; Chandarana, Hersh
OBJECTIVE: The objective of our study was to assess the role of recently introduced hybrid PET/MRI in the evaluation of lymphoma patients using PET/CT as a reference standard. SUBJECTS AND METHODS: In this prospective study 28 consecutive lymphoma patients (18 men, 10 women; mean age, 53.6 years) undergoing clinically indicated PET/ CT were subsequently imaged with PET/MRI using residual FDG activity from the PET/ CT study. Blinded readers evaluated PET/CT (reference standard), PET/MRI, and diffusion-weighted imaging (DWI) studies separately; for each study, they assessed nodal and extranodal involvement. Each FDG-avid nodal station was marked and compared on DWI, PET/MRI, and PET/CT. Modified Ann Arbor staging was performed and compared between PET/MRI and PET/CT. The maximum standardized uptake value (SUVmax) on PET/MRI for FDG-avid nodal lesions was compared with the SUVmax on PET/CT. The apparent diffusion coefficient (ADC) for FDG-avid nodal lesions was compared to SUVmax on PET/MRI. RESULTS: Fifty-one FDG-avid nodal groups were identified on PET/CT in 13 patients. PET/MRI identified 51 of these nodal groups with a sensitivity of 100%. DWI identified 32 nodal groups for a sensitivity of 62.7%. PET/MRI staging and PET/CT staging were concordant in 96.4% of patients. For the one patient with discordant staging results, disease was correctly upstaged to stage IV on the basis of the PET/MRI finding of bone marrow involvement, which was missed on PET/CT. DWI staging was concordant with PET/CT staging in 64.3% of the patients. The increased staging accuracy of PET/MRI relative to DWI was significant (p = 0.004). SUVmax measured on PET/MRI and PET/CT showed excellent statistically significant correlation (r = 0.98, p < 0.001). There was a poor negative correlation between ADC and SUVmax (r = -0.036, p = 0.847). CONCLUSION: PET/MRI can be used to assess disease burden in lymphoma with sensitivity similar to PET/CT and can be a viable alternative for lymphoma staging and follow-up.
PMCID:4465553
PMID: 25794075
ISSN: 0361-803x
CID: 1506542

Ipilimumab-induced hepatitis on 18F-FDG PET/CT in a patient with malignant melanoma

Raad, Roy A; Pavlick, Anna; Kannan, Rajni; Friedman, Kent P
A 78-year-old man with metastatic malignant melanoma underwent a restaging 18F-FDG PET/CT after initiation of ipilimumab therapy, a Food and Drug Administration-approved human monoclonal antibody targeting CTLA-4. PET/CT demonstrated intense FDG uptake fusing to poorly circumscribed hypodensities throughout the liver. Patient was experiencing high-grade fever, chills, and generalized fatigue at the time of imaging, as well as mildly elevated liver function tests. Patient was subsequently treated with corticosteroids for suspected ipilimumab-induced hepatitis, and the patient rapidly improved clinically. Follow-up PET/CT 2 months later revealed complete resolution of abnormal FDG uptake in the liver, confirming the diagnosis of ipilimumab-induced hepatitis.
PMID: 25290291
ISSN: 0363-9762
CID: 1497782