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Evaluating extraprostatic extension of prostate cancer: pragmatic integration of MRI and PSMA-PET/CT
Woo, Sungmin; Freedman, Daniel; Becker, Anton S; Leithner, Doris; Charbel, Charlotte; Mayerhoefer, Marius E; Friedman, Kent P; Tong, Angela; Wise, David R; Taneja, Samir S; Zelefsky, Michael J; Vargas, Hebert Alberto
PURPOSE/OBJECTIVE:To explore pragmatic approaches integrating MRI and PSMA-PET/CT for evaluating extraprostatic extension (EPE) of prostate cancer (PCa). METHODS:>12). Diagnostic performance was tested with receiver operating characteristic (ROC) curves and compared using DeLong and McNemar tests. RESULTS:>12 among which 87.5% (7/8) were corrected upgraded and had pathological EPE. CONCLUSION/CONCLUSIONS:Several pragmatic approaches were explored for integrating MRI and PSMA-PET/CT to assess EPE in PCa. Combining morphological information from MRI and PSMA expression on PET/CT demonstrated good diagnostic performance and may be a simple pragmatic integrated method that can be used.
PMID: 40252100
ISSN: 2366-0058
CID: 5829182
PSMA-avid rib lesions in prostate cancer patients: differentiating false positives from metastatic disease
Woo, Sungmin; Becker, Anton S; Leithner, Doris; Charbel, Charlotte; Mayerhoefer, Marius E; Friedman, Kent P; Tong, Angela; Murina, Sofya; Siskin, Matthew; Taneja, Samir S; Zelefsky, Michael J; Wise, David R; Vargas, Hebert A
OBJECTIVES/OBJECTIVE:Prostate-specific membrane antigen (PSMA)-PET/CT has become integral to management of prostate cancer; however, PSMA-avid rib lesions pose a diagnostic challenge. This study investigated clinicopathological and imaging findings that predict metastatic etiology of PSMA-avid rib lesions. MATERIALS AND METHODS/METHODS:), miPSMA score), CT features (sclerotic, lucent, fracture, no correlate), other sites of metastases, and primary tumor findings. A composite reference standard for rib lesion etiology (metastatic vs non-metastatic) based on histopathology, serial imaging, and clinical assessment was used. RESULTS:, miPSMA), more commonly involved multiple ribs, and were more often sclerotic (p < 0.01); lucency/fractures were only seen in benign lesions. CONCLUSION/CONCLUSIONS:Several imaging and clinicopathological factors differed between PSMA-avid metastatic and benign lesions. Isolated rib lesions without other sites of metastasis are almost always benign. Careful assessment of CT features can help diagnose benign lesions. KEY POINTS/CONCLUSIONS:Question While prostate-specific membrane antigen (PSMA)-PET/CT has become integral to the management of prostate cancer, PSMA-avid rib lesions pose a diagnostic challenge. Findings Approximately a quarter of patients who had PSMA-avid rib lesions were metastatic. However, only 2.1% of them had isolated rib metastasis (without PSMA-avid metastases elsewhere). Clinical relevance Isolated PSMA-avid rib lesions are almost always benign when there is no evidence of metastatic disease elsewhere. Scrutinizing CT features can help diagnose benign PSMA-avid lesions with greater certainty.
PMID: 40108014
ISSN: 1432-1084
CID: 5813442
Treatment failure patterns in early versus late introduction of CAR T-cell therapy in large B-cell lymphoma
Corona, Magdalena; Ip, Andrew; Brown, Samantha; Luna, Alejandro; Khatib, Hazim; Flynn, Jessica R; Devlin, Sean M; Landego, Ivan; Cassanello, Giulio; Rejeski, Kai; Zuckerman, Tsila; Dahi, Parastoo B; Scordo, Michael; Lin, Richard J; Kabat, Maciej; Luttwak, Efrat; Pavkovic, Emma; Palomba, M Lia; Park, Jae; Salles, Gilles; Schoder, Heiko; Leithner, Doris; Leslie, Lori A; Perales, Miguel-Angel; Beyar-Katz, Ofrat; Shah, Gunjan L; Shouval, Roni
CD19-directed chimeric antigen receptor T-cell (CAR-T) therapy has recently been approved as second-line treatment for relapsed/refractory large B-cell lymphoma (LBCL). This study compares patterns of disease relapse and progression across patients receiving CAR-T as second-line (early administration) versus third or subsequent lines (late administration). We analyzed 354 patients treated with Axicabtagene ciloleucel (71%) and Lisocabtagene maraleucel (29%); 80 (23%) received early administration, and 274 (77%) late administration. One-year overall survival was higher in the early group (82% [95% CI 72-93] vs. 71% [95% CI 66-77], p = 0.048). However, the survival benefit was not sustained in multivariable Cox regression modeling and propensity score matching. One-year cumulative incidences of relapse were similar (37% [95% CI 24-50] vs. 43% [95% CI 37-49], p = 0.2), as were 1-year progression-free survival probabilities (62% [95% CI 50-76] vs. 50% [95% CI 44-57], p = 0.14). The early group exhibited a favorable toxicity profile, with lower rate of grade ≥2 cytokine release syndrome (26% vs. 39%, p = 0.031) and reduced cumulative incidence of severe neutropenia (41% [95% CI 30-52] vs. 55% [95% CI 49-60], p = 0.027). Our results indicate favorable outcomes with CAR-T irrespective of treatment line. The equivalence in disease control suggests that CAR-T resistance mechanisms persist in LBCL failing first-line therapy.
PMID: 39893244
ISSN: 1476-5365
CID: 5781452
Discordance between prostate MRI and PSMA-PET/CT: the next big challenge for primary prostate tumor assessment?
Woo, Sungmin; Becker, Anton S; Leithner, Doris; Mayerhoefer, Marius E; Friedman, Kent P; Tong, Angela; Wise, David R; Taneja, Samir S; Zelefsky, Michael J; Vargas, Hebert A
OBJECTIVES/OBJECTIVE:An increasing number of patients with prostate cancer (PCa) undergo assessment with magnetic resonance imaging (MRI) and prostate-specific membrane antigen positron emission tomography/computed tomography (PSMA-PET/CT). This offers comprehensive multimodality staging but can lead to discrepancies. The objective was to assess the rates and types of discordance between MRI and PSMA-PET/CT for primary PCa assessment. MATERIALS AND METHODS/METHODS:Consecutive men diagnosed with intermediate and high-risk PCa who underwent MRI and PSMA-PET/CT in 2021-2023 were retrospectively included. MRI and PSMA-PET/CT were interpreted using PI-RADS v2.1 and PRIMARY scores. Discordances between the two imaging modalities were categorized as "minor" (larger or additional lesion seen on one modality) or "major" (positive on only one modality or different index lesions between MRI and PSMA-PET/CT) and reconciled using radical prostatectomy or biopsy specimens. RESULTS:Three hundred and nine men (median age 69 years, interquartile range (IQR) 64-75) were included. Most had Gleason Grade Group ≥ 3 PCa (70.9% (219/309)). Median PSA was 9.0 ng/mL (IQR 5.6-13.6). MRI and PSMA-PET/CT were concordant in 157/309 (50.8%) and discordant in 152/309 (49.1%) patients; with 39/152 (25.7%) major and 113/152 (74.3%) minor discordances. Of 27 patients with lesions only seen on MRI, 85.2% (23/27) were clinically significant PCa (csPCa). Of 23 patients with lesions only seen on PSMA-PET/CT, 78.3% (18/23) were csPCa. Altogether, lesions seen on only one modality were csPCa in 80.0% (36/45). CONCLUSION/CONCLUSIONS:MRI and PSMA-PET/CT were discordant in half of patients for primary PCa evaluation, with major discrepancies seen in roughly one out of eight patients. KEY POINTS/CONCLUSIONS:Question While both MRI and PSMA-PET/CT can be used for primary tumor assessment, the discordances between them are not well established. Findings MRI and PSMA-PET/CT were discordant in about half of the patients. Most prostate lesions seen on only one modality were significant cancer. Clinical relevance MRI and PSMA-PET/CT are often discordant for assessing the primary prostate tumor. Using both modalities for primary prostate tumor evaluation can provide complementary information that may substantially impact treatment planning.
PMID: 39853335
ISSN: 1432-1084
CID: 5787692
ESR Essentials: imaging of lymphoma-practice recommendations by the European Society of Oncologic Imaging
Leithner, Doris; Neri, Emanuele; D'Anastasi, Melvin; Schlemmer, Heinz-Peter; Winkelmann, Michael; Kunz, Wolfgang G; Cyran, Clemens C; Cioni, Dania; Sala, Evis; Mayerhoefer, Marius E
Imaging is used for lymphoma detection, Ann Arbor/Lugano staging, and treatment response assessment. [18F]FDG PET/CT should be used for most lymphomas, including Hodgkin lymphoma, aggressive/high-grade Non-Hodgkin lymphomas (NHL) such as diffuse large B-cell lymphoma, and many indolent/low-grade NHLs such as follicular lymphoma. Apart from these routinely FDG-avid lymphomas, some indolent NHLs, such as marginal zone lymphoma, are variably FDG-avid; here, [18F]FDG PET/CT is an alternative to contrast-enhanced CT at baseline and may be used for treatment response assessment if the lymphoma was FDG-avid at baseline. Only small lymphocytic lymphoma/chronic lymphocytic leukemia (SLL/CLL) should exclusively undergo CT at baseline and follow-up unless transformation to high-grade lymphoma is suspected. While [18F]FDG PET/CT is sufficient to rule out bone marrow involvement in Hodgkin lymphoma, biopsy may be needed in other lymphomas. The 5-point (Deauville) score for [18F]FDG PET that uses the liver and blood pool uptake as references should be used to assess treatment response in all FDG-avid lymphomas; post-treatment FDG uptake ≤ liver uptake is considered complete response. In all other lymphomas, CT should be used to determine changes in lesion size; for complete response, resolution of all extranodal manifestations, and for lymph nodes, long-axis decrease to ≤ 1.5 cm are required. KEY POINTS: [18F]FDG-PET/CT and contrast-enhanced CT are used to stage lymphoma depending on type. Imaging is required for staging, and biopsies may be required to rule out bone marrow involvement. For treatment response assessment, the 5-PS (Deauville) score should be used; in a few indolent types, CT is used to determine changes in lesion size.
PMID: 39747586
ISSN: 1432-1084
CID: 5805632
Metabolic Tumor Volume Response after Bridging Therapy Determines Chimeric Antigen Receptor T-Cell Outcomes in Large B-Cell Lymphoma
Hubbeling, Harper; Leithner, Doris; Silverman, Emily A; Flynn, Jessica; Devlin, Sean; Shah, Gunjan; Fregonese, Beatrice; Wills, Beatriz; Bedmutha, Akshay; Alarcon Tomas, Ana; Parascondola, Allison; Saldia, Amethyst; Landego, Ivan; Hajj, Carla; Boardman, Alexander P; Dahi, Parastoo B; Ghosh, Arnab; Giralt, Sergio; Lin, Richard J; Park, Jae; Scordo, Michael; Salles, Gilles; Yahalom, Joachim; Palomba, Maria L; Schöder, Heiko; Perales, Miguel-Angel; Shouval, Roni; Imber, Brandon S
PURPOSE/UNASSIGNED:Greater disease burden is a well-established predictor of poorer outcomes following chimeric antigen receptor T-cell (CAR T) therapy. Although bridging therapy (BT) is widely used between leukapheresis and CAR T infusion, limited data have evaluated the impact of BT on CAR T outcomes. In this study, we hypothesized that the quantitative dynamics of radiomic cytoreduction during bridging are prognostic. EXPERIMENTAL DESIGN/UNASSIGNED:Patients with large B-cell lymphoma treated with CD19-CAR T from 2016 to 2022 were included in the study. Metabolic tumor volume (MTV) was determined for all patients on pre-leukapheresis PET and on post-BT/pre-infusion PET in those who received BT. Patients were stratified into "High" and "Low" disease burden using an MTV cutpoint of 65.4cc established by maximally selected log-rank statistic for progression-free survival (PFS). RESULTS/UNASSIGNED:Of 191 patients treated with CAR T, 144 (75%) received BT. In the BT cohort, 56% had a reduction in MTV post-BT. On multivariate analysis, the MTV trajectory across the bridging period remained significantly associated with PFS (P < 0.001); however, notably, patients with improved MTV (High->Low) had equivalent PFS compared with those with initially and persistently low MTV (Low->Low; HR for High->Low MTV: 2.74; 95% confidence interval, 0.82-9.18). There was a reduction in any grade immune effector cell-associated neurotoxicity syndrome in the High->Low MTV cohort as compared with the High->High MTV cohort (13% vs. 41%; P = 0.05). CONCLUSIONS/UNASSIGNED:This is the first study to use radiomics to quantify disease burden pre- and post-BT in a large real-world large B-cell lymphoma cohort. We demonstrate that effective BT can enable initially high-disease burden patients to achieve post-CAR T outcomes comparable with low-disease burden patients.
PMID: 39259292
ISSN: 1557-3265
CID: 5751882
Sexual Dimorphism of Radiomic Features in the Brain: An Exploratory Study Using 700 μm MP2RAGE MRI at 7 T
Mayerhoefer, Marius E; Shepherd, Timothy M; Weber, Michael; Leithner, Doris; Woo, Sungmin; Pan, Jullie W; Pardoe, Heath R
OBJECTIVES/OBJECTIVE:The aim of this study was to determine whether MRI radiomic features of key cerebral structures differ between women and men, and whether detection of such differences depends on the image resolution. MATERIALS AND METHODS/METHODS:Ultrahigh resolution (UHR) 3D MP2RAGE (magnetization-prepared 2 rapid acquisition gradient echo) T1-weighted MR images (voxel size, 0.7 × 0.7 × 0.7 mm3) of the brain of 30 subjects (18 women and 12 men; mean age, 39.0 ± 14.8 years) without abnormal findings on MRI were retrospectively included. MRI was performed on a whole-body 7 T MR system. A convolutional neural network was used to segment the following structures: frontal cortex, frontal white matter, thalamus, putamen, globus pallidus, caudate nucleus, and corpus callosum. Eighty-seven radiomic features were extracted respectively: gray-level histogram (n = 18), co-occurrence matrix (n = 24), run-length matrix (n = 16), size-zone matrix (n = 16), and dependence matrix (n = 13). Feature extraction was performed at UHR and, additionally, also after resampling to 1.4 × 1.4 × 1.4 mm3 voxel size (standard clinical resolution). Principal components (PCs) of radiomic features were calculated, and independent samples t tests with Cohen d as effect size measure were used to assess differences in PCs between women and men for the different cerebral structures. RESULTS:At UHR, at least a single PC differed significantly between women and men in 6/7 cerebral structures: frontal cortex (d = -0.79, P = 0.042 and d = -1.01, P = 0.010), frontal white matter (d = -0.81, P = 0.039), thalamus (d = 1.43, P < 0.001), globus pallidus (d = 0.92, P = 0.020), caudate nucleus (d = -0.83, P = 0.039), and corpus callosum (d = -0.97, P = 0.039). At standard clinical resolution, only a single PC extracted from the corpus callosum differed between sexes (d = 1.05, P = 0.009). CONCLUSIONS:Nonnegligible differences in radiomic features of several key structures of the brain exist between women and men, and need to be accounted for. Very high spatial resolution may be required to uncover and further investigate the sexual dimorphism of brain structures on MRI.
PMID: 38896439
ISSN: 1536-0210
CID: 5672142
The "Hungry Judge" effect on prostate MRI reporting: Chronobiological trends from 35'004 radiologist interpretations
Becker, Anton S; Woo, Sungmin; Leithner, Doris; Tong, Angela; Mayerhoefer, Marius E; Vargas, H Alberto
AIM/OBJECTIVE:To investigate the associations between the hour of the day and Prostate Imaging-Reporting and Data System (PI-RADS) scores assigned by radiologists in prostate MRI reports. MATERIALS AND METHODS/METHODS:Retrospective single-center collection of prostate MRI reports over an 8-year period. Mean PI-RADS scores assigned between 0800 and 1800 h were examined with a regression model. RESULTS: = 0.005, p < 0.001), with malignant scores more frequently assigned later in the day. CONCLUSION/CONCLUSIONS:These findings suggest chronobiological factors may contribute to variability in radiological assessments. Though the magnitude of the effect is small, this may potentially add variability and impact diagnostic accuracy.
PMID: 39128251
ISSN: 1872-7727
CID: 5701892
Perceptions of radiologists on structured reporting for cancer imaging-a survey by the European Society of Oncologic Imaging (ESOI)
Leithner, Doris; Sala, Evis; Neri, Emanuele; Schlemmer, Heinz-Peter; D'Anastasi, Melvin; Weber, Michael; Avesani, Giacomo; Caglic, Iztok; Caruso, Damiano; Gabelloni, Michela; Goh, Vicky; Granata, Vincenza; Kunz, Wolfgang G; Nougaret, Stephanie; Russo, Luca; Woitek, Ramona; Mayerhoefer, Marius E
OBJECTIVES/OBJECTIVE:To assess radiologists' current use of, and opinions on, structured reporting (SR) in oncologic imaging, and to provide recommendations for a structured report template. MATERIALS AND METHODS/METHODS:An online survey with 28 questions was sent to European Society of Oncologic Imaging (ESOI) members. The questionnaire had four main parts: (1) participant information, e.g., country, workplace, experience, and current SR use; (2) SR design, e.g., numbers of sections and fields, and template use; (3) clinical impact of SR, e.g., on report quality and length, workload, and communication with clinicians; and (4) preferences for an oncology-focused structured CT report. Data analysis comprised descriptive statistics, chi-square tests, and Spearman correlation coefficients. RESULTS:A total of 200 radiologists from 51 countries completed the survey: 57.0% currently utilized SR (57%), with a lower proportion within than outside of Europe (51.0 vs. 72.7%; p = 0.006). Among SR users, the majority observed markedly increased report quality (62.3%) and easier comparison to previous exams (53.5%), a slightly lower error rate (50.9%), and fewer calls/emails by clinicians (78.9%) due to SR. The perceived impact of SR on communication with clinicians (i.e., frequency of calls/emails) differed with radiologists' experience (p < 0.001), and experience also showed low but significant correlations with communication with clinicians (r = - 0.27, p = 0.003), report quality (r = 0.19, p = 0.043), and error rate (r = - 0.22, p = 0.016). Template use also affected the perceived impact of SR on report quality (p = 0.036). CONCLUSION/CONCLUSIONS:Radiologists regard SR in oncologic imaging favorably, with perceived positive effects on report quality, error rate, comparison of serial exams, and communication with clinicians. CLINICAL RELEVANCE STATEMENT/CONCLUSIONS:Radiologists believe that structured reporting in oncologic imaging improves report quality, decreases the error rate, and enables better communication with clinicians. Implementation of structured reporting in Europe is currently below the international level and needs society endorsement. KEY POINTS/CONCLUSIONS:• The majority of oncologic imaging specialists (57% overall; 51% in Europe) use structured reporting in clinical practice. • The vast majority of oncologic imaging specialists use templates (92.1%), which are typically cancer-specific (76.2%). • Structured reporting is perceived to markedly improve report quality, communication with clinicians, and comparison to prior scans.
PMID: 38206405
ISSN: 1432-1084
CID: 5628682
Conventional and novel [18F]FDG PET/CT features as predictors of CAR-T cell therapy outcome in large B-cell lymphoma [Letter]
Leithner, Doris; Flynn, Jessica R; Devlin, Sean M; Mauguen, Audrey; Fei, Teng; Zeng, Shang; Zheng, Junting; Imber, Brandon S; Hubbeling, Harper; Mayerhoefer, Marius E; Bedmutha, Akshay; Luttwak, Efrat; Corona, Magdalena; Dahi, Parastoo B; Luna de Abia, Alejandro; Landego, Ivan; Lin, Richard J; Palomba, M Lia; Scordo, Michael; Park, Jae H; Tomas, Ana Alarcon; Salles, Gilles; Lafontaine, Daniel; Michaud, Laure; Shah, Gunjan L; Perales, Miguel-Angel; Shouval, Roni; Schöder, Heiko
Relapse and toxicity limit the effectiveness of chimeric antigen receptor T-cell (CAR-T) therapy for large B-cell lymphoma (LBCL), yet biomarkers that predict outcomes and toxicity are lacking. We examined radiomic features extracted from pre-CAR-T 18F-fluorodeoxyglucose positron emission tomography/computed tomography ([18F]FDG PET/CT) scans (n = 341) of 180 patients (121 male; median age, 66 years). Three conventional (maximum standardized uptake value [SUVmax], metabolic tumor volume [MTV], total lesion glycolysis [TLG]) and 116 novel radiomic features were assessed, along with inflammatory markers, toxicities, and outcomes. At both pre-apheresis and pre-infusion time points, conventional PET features of disease correlated with elevated inflammatory markers. At pre-infusion, MTV was associated with grade ≥ 2 cytokine release syndrome (odds ratio [OR] for 100 mL increase: 1.08 [95% confidence interval (CI), 1.01-1.20], P = 0.031), and SUVmax was associated with failure to achieve complete response (CR) (OR 1.72 [95% CI, 1.24-2.43], P < 0.001). Higher pre-apheresis and pre-infusion MTV values were associated with shorter progression-free survival (PFS) (HR for 10-unit increase: 1.11 [95% CI, 1.05-1.17], P < 0.001; 1.04 [95% CI, 1.02-1.07], P < 0.001) and shorter overall survival (HR for 100-unit increase: 1.14 [95% CI, 1.07-1.21], P < 0.001; 1.04 [95% CI, 1.02-1.06], P < 0.001). A combined MTV and LDH measure stratified patients into high and low PFS risk groups. Multiple pre-infusion novel radiomic features were associated with CR. These quantitative conventional [18F]FDG PET/CT features obtained before CAR-T cell infusion, which were correlated with inflammation markers, may provide prognostic biomarkers for CAR-T therapy efficacy and toxicity. The use of conventional and novel radiomic features may thus help identify high-risk patients for earlier interventions.
PMCID:11035117
PMID: 38649972
ISSN: 1756-8722
CID: 5726342