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The Role of Multiparametric Magnetic Resonance Imaging and the Vesical Imaging-Reporting and Data System (VI-RADS) in the Management of Patients with Bladder Cancer: Vision of the American College of Radiology VI-RADS Steering Committee [Editorial]
Panebianco, Valeria; Briganti, Alberto; Efstathiou, Jason; Galgano, Samuel; Luk, Lyndon; Muglia, Valdair Francisco; Redd, Bernadette; de Rooij, Maarten; Takeuchi, Mitsuru; Woo, Sungmin; Witjes, J Alfred; Vargas, Hebert Alberto
The American College of Radiology Vesical Imaging-Reporting and Data System (VI-RADS) Steering Committee will strive to ensure high-quality imaging practices for bladder cancer (BC) and improve outcomes for BC patients. Work will involve evaluation of the current status of magnetic resonance imaging for BC and identify actionable areas to improve its utility in clinical practice. Current VI-RADS gaps related to unmet clinical needs, research areas to address, and future steps and timelines will be identified.
PMID: 39317635
ISSN: 1873-7560
CID: 5762072
Author Correction: Predicting standardized uptake value of brown adipose tissue from CT scans using convolutional neural networks
Erdil, Ertunc; Becker, Anton S; Schwyzer, Moritz; Martinez-Tellez, Borja; Ruiz, Jonatan R; Sartoretti, Thomas; Vargas, H Alberto; Burger, A Irene; Chirindel, Alin; Wild, Damian; Zamboni, Nicola; Deplancke, Bart; Gardeux, Vincent; Maushart, Claudia Irene; Betz, Matthias Johannes; Wolfrum, Christian; Konukoglu, Ender
PMID: 39562561
ISSN: 2041-1723
CID: 5758502
Prostate Cancer Screening With MRI: Lessons Learned From Repeat Rounds of the GÖTEBORG-2 and STHLM3-MRI Trials [Editorial]
Woo, Sungmin; Vargas, Hebert Alberto; Padhani, Anwar R
PMID: 39543864
ISSN: 2005-8330
CID: 5753702
Inguinal lymph node metastases from prostate cancer: clinical, pathology, and multimodality imaging considerations
Woo, Sungmin; Becker, Anton S; Ghafoor, Soleen; Barbosa, Felipe de Galiza; Arita, Yuki; Vargas, Hebert A
OBJECTIVE/UNASSIGNED:To investigate clinical, pathology, and imaging findings associated with inguinal lymph node (LN) metastases in patients with prostate cancer (PCa). MATERIALS AND METHODS/UNASSIGNED:This was a retrospective single-center study of patients with PCa who underwent imaging and inguinal LN biopsy between 2000 and 2023. We assessed the following aspects on multimodality imaging: inguinal LN morphology; extrainguinal lymphadenopathy; the extent of primary and recurrent tumors; and non-nodal metastases. Imaging, clinical, and pathology features were compared between patients with and without metastatic inguinal LNs. RESULTS/UNASSIGNED:= 0.07-0.37). None of the patients had inguinal LN metastasis in the absence of locally advanced disease with membranous urethra involvement or distant metastasis. CONCLUSION/UNASSIGNED:Several imaging, clinical, and pathology features are associated with inguinal LN metastases in patients with PCa. Isolated metastasis to inguinal LNs is extremely rare and unlikely to occur in the absence of high-risk imaging, clinical, or pathology features.
PMCID:11235075
PMID: 38993954
ISSN: 0100-3984
CID: 5732492
Microsatellite Instability, Tumor Mutational Burden, and Response to Immune Checkpoint Blockade in Patients with Prostate Cancer
Lenis, Andrew T; Ravichandran, Vignesh; Brown, Samantha; Alam, Syed M; Katims, Andrew; Truong, Hong; Reisz, Peter A; Vasselman, Samantha; Nweji, Barbara; Autio, Karen A; Morris, Michael J; Slovin, Susan F; Rathkopf, Dana; Danila, Daniel; Woo, Sungmin; Vargas, Hebert A; Laudone, Vincent P; Ehdaie, Behfar; Reuter, Victor; Arcila, Maria; Berger, Michael F; Viale, Agnes; Scher, Howard I; Schultz, Nikolaus; Gopalan, Anuradha; Donoghue, Mark T A; Ostrovnaya, Irina; Stopsack, Konrad H; Solit, David B; Abida, Wassim
PURPOSE/UNASSIGNED:Patients with microsatellite instability-high/mismatch repair-deficient (MSI-H/dMMR) and high tumor mutational burden (TMB-H) prostate cancers are candidates for pembrolizumab. We define the genomic features, clinical course, and response to immune checkpoint blockade (ICB) in patients with MSI-H/dMMR and TMB-H prostate cancers without MSI [TMB-H/microsatellite stable (MSS)]. EXPERIMENTAL DESIGN/UNASSIGNED:We sequenced 3,244 tumors from 2,257 patients with prostate cancer. MSI-H/dMMR prostate cancer was defined as an MSIsensor score ≥10 or MSIsensor score ≥3 and <10 with a deleterious MMR alteration. TMB-H was defined as ≥10 mutations/megabase. PSA50 and RECIST responses were assigned. Overall survival and radiographic progression-free survival (rPFS) were compared using log-rank test. RESULTS/UNASSIGNED:Sixty-three (2.8%) men had MSI-H/dMMR, and 33 (1.5%) had TMB-H/MSS prostate cancers. Patients with MSI-H/dMMR and TMB-H/MSS tumors more commonly presented with grade group 5 and metastatic disease at diagnosis. MSI-H/dMMR tumors had higher TMB, indel, and neoantigen burden compared with TMB-H/MSS. Twenty-seven patients with MSI-H/dMMR and 8 patients with TMB-H/MSS tumors received ICB, none of whom harbored polymerase epsilon (polE) catalytic subunit mutations. About 45% of patients with MSI-H/dMMR had a RECIST response, and 65% had a PSA50 response. No patient with TMB-H/MSS had a RECIST response, and 50% had a PSA50 response. rPFS tended to be longer in patients with MSI-H/dMMR than in patients with TMB-H/MSS who received immunotherapy. Pronounced differences in genomics, TMB, or MSIsensor score were not detected between MSI-H/dMMR responders and nonresponders. CONCLUSIONS/UNASSIGNED:MSI-H/dMMR prostate cancers have greater TMB, indel, and neoantigen burden than TMB-H/MSS prostate cancers, and these differences may contribute to profound and durable responses to ICB.
PMCID:11371520
PMID: 38949888
ISSN: 1557-3265
CID: 5732672
Online searches for hepatocellular carcinoma drugs mirror prescription trends across specialties and changes in guideline recommendations
Berning, Philipp; Schroer, Adrian E; Adhikari, Rishav; Razavi, Alexander C; Cornelis, Francois H; Erinjeri, Joseph P; Solomon, Stephen B; Sarkar, Debkumar; Vargas, Hebert Alberto; Schöder, Heiko; Fox, Josef J; Dzaye, Omar
BACKGROUND & AIMS/UNASSIGNED:The treatment options for systemically progressed hepatocellular carcinoma (HCC) have significantly expanded in recent years. In this study, we aimed to evaluate the potential of Google searches as a reflection of prescription rates for HCC drugs in the United States (US). METHODS/UNASSIGNED:We conducted an in-depth analysis of US prescription data obtained from the IQVIA National Prescription Audit (NPA) and corresponding Google Trends data from January 2017 to December 2022. We focused on drugs used in the first line and second or later treatment lines for HCC, collecting data on their prescriptions and search rates. Search volumes were collected as aggregated search queries for both generic drugs and their respective brand names. RESULTS/UNASSIGNED:During the study period from Q1 2017 to Q4 2022, monthly prescriptions for drugs used in HCC treatment showed an 173% increase (from 1253 to 3422). Conversely online searches increased by 3.5% (from 173 to 179 per 10 million searches). Notably, strong correlations were observed between search interest and prescriptions for newer drugs, which indicates increasing usage, while older drugs with declining usage displayed limited correlation. Our findings suggest a growing role of non-physician professions in managing systemically progressed HCC within the US healthcare system, although oncologists remained primarily responsible for drug prescriptions. CONCLUSIONS/UNASSIGNED:In conclusion, online search monitoring can offer the potential to reflect prescription trends specifically related to the treatment of HCC. This approach provides a swift and accessible means of evaluating the evolving landscape of HCC treatment.
PMCID:10884243
PMID: 38406802
ISSN: 2234-943x
CID: 5722472
Predicting standardized uptake value of brown adipose tissue from CT scans using convolutional neural networks
Erdil, Ertunc; Becker, Anton S; Schwyzer, Moritz; Martinez-Tellez, Borja; Ruiz, Jonatan R; Sartoretti, Thomas; Vargas, H Alberto; Burger, A Irene; Chirindel, Alin; Wild, Damian; Zamboni, Nicola; Deplancke, Bart; Gardeux, Vincent; Maushart, Claudia Irene; Betz, Matthias Johannes; Wolfrum, Christian; Konukoglu, Ender
The standard method for identifying active Brown Adipose Tissue (BAT) is [18F]-Fluorodeoxyglucose ([18F]-FDG) PET/CT imaging, which is costly and exposes patients to radiation, making it impractical for population studies. These issues can be addressed with computational methods that predict [18F]-FDG uptake by BAT from CT; earlier population studies pave the way for developing such methods by showing some correlation between the Hounsfield Unit (HU) of BAT in CT and the corresponding [18F]-FDG uptake in PET. In this study, we propose training convolutional neural networks (CNNs) to predict [18F]-FDG uptake by BAT from unenhanced CT scans in the restricted regions that are likely to contain BAT. Using the Attention U-Net architecture, we perform experiments on datasets from four different cohorts, the largest study to date. We segment BAT regions using predicted [18F]-FDG uptake values, achieving 23% to 40% better accuracy than conventional CT thresholding. Additionally, BAT volumes computed from the segmentations distinguish the subjects with and without active BAT with an AUC of 0.8, compared to 0.6 for CT thresholding. These findings suggest CNNs can facilitate large-scale imaging studies more efficiently and cost-effectively using only CT.
PMCID:11436835
PMID: 39333526
ISSN: 2041-1723
CID: 5714142
The Prevalence and Radiologic Features of Renal Cancers Associated with FLCN, BAP1, SDH, and MET Germline Mutations
Charbel, Charlotte; Causa Andrieu, Pamela I; Soliman, Mohamed; Woo, Sungmin; Zheng, Junting; Capanu, Marinela; Nikolovski, Ines; Vargas, Hebert A; Abusamra, Murad; Carlo, Maria I
Purpose To investigate the prevalence of FLCN, BAP1, SDH, and MET mutations in an oncologic cohort and determine the prevalence, clinical features, and imaging features of renal cell carcinoma (RCC) associated with these mutations. Secondarily, to determine the prevalence of encountered benign renal lesions. Materials and Methods From 25 220 patients with cancer who prospectively underwent germline analysis with a panel of more than 70 cancer-predisposing genes from 2015 to 2021, patients with FLCN, BAP1, SDH, or MET mutations were retrospectively identified. Clinical records were reviewed for patient age, sex, race/ethnicity, and renal cancer diagnosis. If RCC was present, baseline CT and MRI examinations were independently assessed by two radiologists. Summary statistics were used to summarize continuous and categorical variables by mutation. Results A total of 79 of 25 220 (0.31%) patients had a germline mutation: FLCN, 17 of 25 220 (0.07%); BAP1, 22 of 25 220 (0.09%); SDH, 39 of 25 220 (0.15%); and MET, one of 25 220 (0.004%). Of these 79 patients, 18 (23%) were diagnosed with RCC (FLCN, four of 17 [24%]; BAP1, four of 22 [18%]; SDH, nine of 39 [23%]; MET, one of one [100%]). Most hereditary RCCs demonstrated ill-defined margins, central nonenhancing area (cystic or necrotic), heterogeneous enhancement, and various other CT and MR radiologic features, overlapping with the radiologic appearance of nonhereditary RCCs. The prevalence of other benign solid renal lesions (other than complex cysts) in patients was up to 11%. Conclusion FLCN, BAP1, SDH, and MET mutations were present in less than 1% of this oncologic cohort. Within the study sample size limits, imaging findings for hereditary RCC overlapped with those of nonhereditary RCC, and the prevalence of other associated benign solid renal lesions (other than complex cysts) was up to 11%. Keywords: Familial Renal Cell Carcinoma, Birt-Hogg-Dubé Syndrome, Carcinoma, Renal Cell, Paragangliomas, Urinary, Kidney © RSNA, 2024.
PMID: 38456787
ISSN: 2638-616x
CID: 5692032
Body oncologic imaging subspecialty training a curriculum based on the experience in a tertiary cancer center
Becker, Anton S; Das, Jeeban P; Woo, Sungmin; Vilela de Oliveira, Camila; Charbel, Charlotte; Perez-Johnston, Rocio; Vargas, Hebert Alberto
PURPOSE/OBJECTIVE:To describe the structure of a dedicated body oncologic imaging fellowship program. To summarize the numbers and types of cross-sectional imaging examinations reported by fellows. METHODS:The curriculum, training methods, and assessment measures utilized in the program were reviewed and described. An educational retrospective analysis was conducted. Data on the number of examinations interpreted by fellows, breakdown of modalities, and examinations by disease management team (DMT) were collected. RESULTS:A total of 38 fellows completed the fellowship program during the study period. The median number of examinations reported per fellow was 2296 [interquartile range: 2148 - 2534], encompassing all oncology-relevant imaging modalities: CT 721 [646-786], MRI 1158 [1016-1309], ultrasound 256 [209-320] and PET/CT 176 [130-202]. The breakdown of examinations by DMT revealed variations in imaging patterns, with MRIs most frequently interpreted for genitourinary, musculoskeletal, and hepatobiliary cancers, and CTs most commonly for general staging or assessment of nonspecific symptoms. CONCLUSION/CONCLUSIONS:This descriptive analysis may serve as a foundation for the development of similar fellowship programs and the advancement of body oncologic imaging. The volume and diversity of examinations reported by fellows highlights the comprehensive nature of body oncologic imaging.
PMCID:10989997
PMID: 38428254
ISSN: 1872-7727
CID: 5691662
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