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Computed Tomography-Derived Radiomic Metrics Can Identify Responders to Immunotherapy in Ovarian Cancer

Himoto, Yuki; Veeraraghavan, Harini; Zheng, Junting; Zamarin, Dmitriy; Snyder, Alexandra; Capanu, Marinela; Nougaret, Stephanie; Vargas, Hebert A; Shitano, Fuki; Callahan, Margaret; Wang, Wei; Sala, Evis; Lakhman, Yulia
PURPOSE/OBJECTIVE:To determine if radiomic measures of tumor heterogeneity derived from baseline contrast-enhanced computed tomography (CE-CT) are associated with durable clinical benefit and time to off-treatment in patients with recurrent ovarian cancer (OC) enrolled in prospective immunotherapeutic trials. MATERIALS AND METHODS/METHODS:This retrospective study included 75 patients with recurrent OC who were enrolled in prospective immunotherapeutic trials (n = 74) or treated off-label (n = 1) and had baseline CE-CT scans. Disease burden (total tumor volume, number of disease sites), radiomic measures of intertumor heterogeneity (cluster-site entropy, cluster-site dissimilarity), and intratumor heterogeneity of the largest lesion (Haralick texture features) were computed. Associations of clinical, conventional imaging, and radiomic measures with durable clinical benefit and time to off-treatment were examined. RESULTS:= .004; hazard ratio, 1.19; C-index, 0.6). CONCLUSION/CONCLUSIONS:Fewer disease sites and lower intra- and intertumor heterogeneity modeled from the baseline CE-CT may indicate better response of OC to immunotherapy.
PMCID:7446503
PMID: 32914033
ISSN: 2473-4284
CID: 5452762

ACR Appropriateness Criteria® Gestational Trophoblastic Disease

Dudiak, Kika M; Maturen, Katherine E; Akin, Esma A; Bell, Maria; Bhosale, Priyadarshani R; Kang, Stella K; Kilcoyne, Aoife; Lakhman, Yulia; Nicola, Refky; Pandharipande, Pari V; Paspulati, Rajmohan; Reinhold, Caroline; Ricci, Stephanie; Shinagare, Atul B; Vargas, Hebert Alberto; Whitcomb, Bradford P; Glanc, Phyllis
Gestational trophoblastic disease (GTD), a rare complication of pregnancy, includes both benign and malignant forms, the latter collectively referred to as gestational trophoblastic neoplasia (GTN). When metastatic, the lungs are the most common site of initial spread. Beta-human chorionic gonadotropin, elaborated to some extent by all forms of GTD, is useful in facilitating disease detection, diagnosis, monitoring treatment response, and follow-up. Imaging evaluation depends on whether GTD manifests in one of its benign forms or whether it has progressed to GTN. Transabdominal and transvaginal ultrasound with duplex Doppler evaluation of the pelvis are usually appropriate diagnostic procedures in either of these circumstances, and in posttreatment surveillance. The appropriateness of more extensive imaging remains dependent on a diagnosis of GTN and on other factors. The use of imaging to assess complications, typically hemorrhagic, should be guided by the location of clinical signs and symptoms. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
PMID: 31685103
ISSN: 1558-349x
CID: 4178002

Value of MRI in medicine: More than just another test? [Editorial]

van Beek, Edwin J R; Kuhl, Christiane; Anzai, Yoshimi; Desmond, Patricia; Ehman, Richard L; Gong, Qiyong; Gold, Garry; Gulani, Vikas; Hall-Craggs, Margaret; Leiner, Tim; Lim, C C Tschoyoson; Pipe, James G; Reeder, Scott; Reinhold, Caroline; Smits, Marion; Sodickson, Daniel K; Tempany, Clare; Vargas, H Alberto; Wang, Meiyun
There is increasing scrutiny from healthcare organizations towards the utility and associated costs of imaging. MRI has traditionally been used as a high-end modality, and although shown extremely important for many types of clinical scenarios, it has been suggested as too expensive by some. This editorial will try and explain how value should be addressed and gives some insights and practical examples of how value of MRI can be increased. It requires a global effort to increase accessibility, value for money, and impact on patient management. We hope this editorial sheds some light and gives some indications of where the field may wish to address some of its research to proactively demonstrate the value of MRI. Level of Evidence: 5 Technical Efficacy: Stage 5 J. Magn. Reson. Imaging 2019;49:e14-e25.
PMID: 30145852
ISSN: 1522-2586
CID: 3990552

Analysis of the Prevalence of Microsatellite Instability in Prostate Cancer and Response to Immune Checkpoint Blockade

Abida, Wassim; Cheng, Michael L; Armenia, Joshua; Middha, Sumit; Autio, Karen A; Vargas, Hebert Alberto; Rathkopf, Dana; Morris, Michael J; Danila, Daniel C; Slovin, Susan F; Carbone, Emily; Barnett, Ethan S; Hullings, Melanie; Hechtman, Jaclyn F; Zehir, Ahmet; Shia, Jinru; Jonsson, Philip; Stadler, Zsofia K; Srinivasan, Preethi; Laudone, Vincent P; Reuter, Victor; Wolchok, Jedd D; Socci, Nicholas D; Taylor, Barry S; Berger, Michael F; Kantoff, Philip W; Sawyers, Charles L; Schultz, Nikolaus; Solit, David B; Gopalan, Anuradha; Scher, Howard I
Importance/UNASSIGNED:The anti-programmed cell death protein 1 (PD-1) antibody pembrolizumab is approved by the US Food and Drug Administration for the treatment of microsatellite instability-high (MSI-H) or mismatch repair-deficient (dMMR) solid tumors, but the prevalence of MSI-H/dMMR prostate cancer and the clinical utility of immune checkpoint blockade in this disease subset are unknown. Objective/UNASSIGNED:To define the prevalence of MSI-H/dMMR prostate cancer and the clinical benefit of anti-PD-1/programmed cell death 1 ligand 1 (PD-L1) therapy in this molecularly defined population. Design, Setting, and Participants/UNASSIGNED:In this case series, 1551 tumors from 1346 patients with prostate cancer undergoing treatment at Memorial Sloan Kettering Cancer Center were prospectively analyzed using a targeted sequencing assay from January 1, 2015, through January 31, 2018. Patients had a diagnosis of prostate cancer and consented to tumor molecular profiling when a tumor biopsy was planned or archival tissue was available. For each patient, clinical outcomes were reported, with follow-up until May 31, 2018. Main Outcomes and Measures/UNASSIGNED:Tumor mutation burden and MSIsensor score, a quantitative measure of MSI, were calculated. Mutational signature analysis and immunohistochemistry for MMR protein expression were performed in select cases. Results/UNASSIGNED:Among the 1033 patients who had adequate tumor quality for MSIsensor analysis (mean [SD] age, 65.6 [9.3] years), 32 (3.1%) had MSI-H/dMMR prostate cancer. Twenty-three of 1033 patients (2.2%) had tumors with high MSIsensor scores, and an additional 9 had indeterminate scores with evidence of dMMR. Seven of the 32 MSI-H/dMMR patients (21.9%) had a pathogenic germline mutation in a Lynch syndrome-associated gene. Six patients had more than 1 tumor analyzed, 2 of whom displayed an acquired MSI-H phenotype later in their disease course. Eleven patients with MSI-H/dMMR castration-resistant prostate cancer received anti-PD-1/PD-L1 therapy. Six of these (54.5%) had a greater than 50% decline in prostate-specific antigen levels, 4 of whom had radiographic responses. As of May 2018, 5 of the 6 responders (5 of 11 total [45.5%]) were still on therapy for as long as 89 weeks. Conclusions and Relevance/UNASSIGNED:The MSI-H/dMMR molecular phenotype is uncommon yet therapeutically meaningful in prostate cancer and can be somatically acquired during disease evolution. Given the potential for durable responses to anti-PD-1/PD-L1 therapy, these findings support the use of prospective tumor sequencing to screen all patients with advanced prostate cancer for MSI-H/dMMR. Because not all patients with the MSI-H/dMMR phenotype respond, further studies should explore mechanisms of resistance.
PMID: 30589920
ISSN: 2374-2445
CID: 3680612

Prostate Cancer and Benign Tissue Response to Hypofractionated SBRT Monitored by Multi-modality MRI over a 2 year Period [Meeting Abstract]

Zakian, K.; Wibmer, A.; Vargas, H. A.; Iyer, A.; Tyagi, N.; Apte, A.; Hunt, M. A.; Kollmeier, M. A.; Mychalczak, B. R.; Zelefsky, M. J.
ISI:000447811600347
ISSN: 0360-3016
CID: 5531152

Imaging of Testicular and Scrotal Masses: The Essentials

Chapter by: Wibmer, Andreas G.; Vargas, Hebert Alberto
in: Diseases of the Abdomen and Pelvis 2018-2021 by
(CH): Springer; 2018
pp. -
ISBN: 978-3-319-75018-7
CID: 5455532

Drug development for noncastrate prostate cancer in a changed therapeutic landscape

Teo, Min Yuen; O'Shaughnessy, Matthew J; McBride, Sean M; Vargas, Herbert A; Scher, Howard I
The unprecedented progress in the treatment of metastatic castration-resistant prostate cancer is only beginning to be realized in patients with noncastrate disease. This slow progress in part reflects the use of trial objectives focused on time-to-event end points, such as time to metastasis and overall survival, which require long follow-up durations and large sample sizes, and has been further delayed by the use of approved therapies that are effective at the time of progression. Our central hypotheses are that progress can be accelerated, and that outcomes can be improved by shifting trial objectives to response measures occurring early that solely reflect the effects of the treatment. To test these hypotheses, a continuously enrolling multi-arm, multi-stage randomized trial design, analogous to that used in the STAMPEDE trial, has been developed. Eligibility is focused on patients with incurable disease or those with a high risk of death with any form of monotherapy alone. The primary objective is to eliminate all disease using a multimodality treatment strategy. End points include pathological complete response and an undetectable level of serum prostate-specific antigen, with recovery of serum testosterone levels. Both are binary, objective, and provide an early, quantitative indication of efficacy.
PMID: 29039422
ISSN: 1759-4782
CID: 5451302

Drug development for noncastrate prostate cancer in a changed therapeutic landscape

Teo, Min Yuen; O'Shaughnessy, Matthew J; McBride, Sean M; Vargas, Herbert A; Scher, Howard I
This corrects the article DOI: 10.1038/nrclinonc.2017.160.
PMID: 29115302
ISSN: 1759-4782
CID: 5451312

Positron Emission Tomography/Computed Tomography-Based Assessments of Androgen Receptor Expression and Glycolytic Activity as a Prognostic Biomarker for Metastatic Castration-Resistant Prostate Cancer

Fox, Josef J; Gavane, Somali C; Blanc-Autran, Estelle; Nehmeh, Sadek; Gönen, Mithat; Beattie, Brad; Vargas, Hebert A; Schöder, Heiko; Humm, John L; Fine, Samson W; Lewis, Jason S; Solomon, Stephen B; Osborne, Joseph R; Veach, Darren; Sawyers, Charles L; Weber, Wolfgang A; Scher, Howard I; Morris, Michael J; Larson, Steven M
IMPORTANCE/OBJECTIVE:Androgen receptor-signaling inhibitor (ARSi) drugs prolong life in metastatic castration-resistant prostate cancer (mCRPC), but such tumors eventually become resistant and progress. Comprehensive positron emission tomography/computed tomography (PET/CT) imaging using fluoro-2-D-deoxyglucose F 18 ([18F]-FDG) for glycolysis (Glyc) and fluorodihydrotestosterone F 18 ([18F]-FDHT) for androgen receptor (AR) expression determine heterogeneity of imaging phenotypes, which may be useful in distinguishing patients who will benefit from ARSi drugs from those who need alternative treatments. OBJECTIVE:To test the hypothesis that PET/CT-based assessments of AR expression and glycolytic activity would reveal heterogeneity affecting prognosis. DESIGN, SETTING, AND PARTICIPANTS/METHODS:Between April 6, 2007, and October 4, 2012, patients with mCRPC underwent imaging with both [18F]-FDG and [18F]-FDHT at Memorial Sloan Kettering Cancer Center. The patients were naive to ARSi treatment with enzalutamide or abiraterone acetate and were referred during documented disease progression. Image-directed biopsy determined the presence or absence of prostate cancer at positive imaging sites. INTERVENTIONS/METHODS:PET/CT imaging was performed with [18F]-FDHT and [18F]-FDG; select individual lesions were biopsied to correlate imaging phenotype with histologic findings. MAIN OUTCOMES AND MEASURES/METHODS:All metabolically active lesions were interpreted as [18F]-FDHT-positive (AR1) or [18F]-FDHT-negative (AR0) and as [18F]-FDG-positive (Glyc1) or [18F]-FDG-negative (Glyc0). Correlation was performed with overall survival for both individual lesion imaging phenotype as well as patient-specific imaging phenotype. RESULTS:The mean (SD) age of the 133 patients was 68 (8.6) years. Imaging phenotypes of 2405 PET/CT-positive lesions (median, 12.0 per patient) included 1713 (71.2%) AR1Glyc1, 386 (16.0%) AR1Glyc0, and 306 (12.7%) AR0Glyc1. On multivariate analysis, each phenotype had an independent negative impact effect on survival, most pronounced for AR0Glyc1 lesions (hazard ratio [HR], 1.11; 95% CI, 1.05-1.16; P < .001), followed by AR1Glyc1 lesions (HR, 1.05; 95% CI, 1.03-1.06; P < .001) and AR1Glyc0 lesions (HR, 1.03; 95% CI, 1.00-1.05; P = .048). When sorted by lesion type, 4 patient-specific groups emerged: (1) concordant, with all AR1Glyc1 (34 patients [25.6%]); (2) AR predominant, with AR1Glyc1 and varying numbers of AR1Glyc0 (33 [24.8%]); (3) Glyc predominant, with AR1Glyc1 and varying numbers of AR0Glyc1 (40 [30.1%]); and (4) mixed, with AR1Glyc1 plus a mixture of varying numbers of AR1Glyc0 and AR0Glyc1 (26 [19.5%]). CONCLUSIONS AND RELEVANCE/CONCLUSIONS:Heterogeneity of PET/CT imaging phenotype has clinical relevance on a lesion and individual patient level. With regard to mCRPC lesions, most express ARs, consistent with initial benefit of ARSi drugs. On a patient basis, 49% (groups 3 and 4) had at least 1 AR0Glyc1 lesion-the imaging phenotype with the most negative effect on survival, possibly due to ARSi resistance.
PMID: 29121144
ISSN: 2374-2445
CID: 5452322

Prostate cancer in 2017: Advances in imaging

Wibmer, Andreas G; Vargas, Hebert Alberto; Hricak, Hedvig
In the past year, the results of three studies in the field of prostate cancer imaging — the prostate MR imaging study (PROMIS), an analysis of the cost-effectiveness of various diagnostic strategies based on PROMIS data, and a retrospective analysis of a prostate-specific membrane antigen (PSMA)-directed PET radiopharmaceutical — have been published that could have lasting effects on clinical practice.
PMCID:6673661
PMID: 29231198
ISSN: 1759-4820
CID: 5452332