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Recil 2017 Criteria Demonstrated Similar Prognostic Value and Detected a Comparable Treatment Difference between Obinutuzumab- and Rituximab-Chemotherapy Compared with Cheson 2007 and Lugano 2014 Criteria in Patients with Previously Untreated Advanced-Stage Follicular Lymphoma [Meeting Abstract]
Kostakoglu, L; Davies, A; Herold, M; Hiddemann, W; Marcus, R; Trotman, J; Knapp, A; Mattiello, F; Nielsen, T G; Sahin, D; Ward, C; Younes, A
Introduction: Lugano 2014 criteria are the current standard for response assessment in lymphoma and incorporate 18F fludeoxyglucose (FDG)-positron emission tomography (PET)-computed tomography (CT) into standard staging of FDG-avid lymphomas (Cheson, et al. J Clin Oncol 2014); bi-dimensional tumor measurements of up to six CT target lesions are used for non-FDG avid lymphomas, and when PET is unavailable. The Response Evaluation Criteria in Lymphoma (RECIL), developed more recently, showed that uni-dimensional measurements of up to three target lesions could provide response assessment at a similar accuracy to the Lugano criteria (Younes, et al. Annals Oncol 2017). In the Phase III GOYA trial (NCT01287741), complete response (CR) status by RECIL criteria showed high concordance with Lugano criteria and was highly prognostic for survival outcome in previously untreated patients (pts) with CD20-positive diffuse large B-cell lymphoma treated with obinutuzumab (G) plus chemotherapy (G-chemo) or rituximab (R)-chemo. Here, we compared the prognostic and predictive performance of the Lugano and RECIL criteria in pts from the Phase III GALLIUM trial (NCT01332968).
Method(s): Pts were randomized 1:1 to receive G or R plus CHOP, CVP, or bendamustine (stratification factors: chemotherapy regimen, Follicular Lymphoma International Prognostic Index and geographic region). FDG-PET scans were mandatory in the first 170 pts where a PET scanner was available, and optional thereafter, and were performed at screening and end of induction (EOI). Response was assessed by the investigator (INV) and an independent review committee (IRC) using Cheson 2007 criteria, the IRC also assessed EOI response using Lugano 2014 criteria. Response and progression-free survival (PFS) by RECIL 2017 criteria were retrospectively evaluated via a programming algorithm based on IRC-assessed 5PS scores and the individual lesion measurements from INV assessment. Response categories at EOI by RECIL criteria were cross-tabulated against those by Lugano criteria. Estimates of the treatment effect for PFS were expressed as hazard ratios (HRs) with 95% confidence intervals (CIs) using stratified log-rank tests. Landmark analyses of PFS and overall survival (OS) from EOI, by EOI CR/non-CR status were performed. The impact of covariates on the prognostic value for PFS and OS were analyzed using multivariable Cox models.
Result(s): In GALLIUM, 1202 pts with follicular lymphoma (FL) were enrolled (601 per treatment arm), of which 595 had PET evaluable data (R-chemo, n=298; G-chemo, n=297). High concordance between Lugano and RECIL criteria for EOI CR was observed regardless of antibody received, with 416 pts classified as CR by RECIL among the 450 pts achieving complete metabolic response (CMR) by Lugano (416/450 [92.4%]; R-chemo, 199/216 [92.1%]; G-chemo, 217/234 [92.7%]) (Table). However, poor concordance was seen for progressive disease (PD), with 18/21 (85.7%) pts with progressive metabolic disease by Lugano classified as partial/minimal responders by RECIL. A strong correlation was observed between Cheson 2007 and RECIL PFS definitions, with a kappa estimate of 0.63 (95% CI: 0.58-0.69). EOI CR status by RECIL showed prognostic value by Cox multivariable regression analysis adjusted for stratification factors for PFS and OS; this prognostic value was similar with Lugano criteria (Figure). PFS rate by treatment arm for pts with a CR/CMR was higher by RECIL versus Lugano for both R-chemo and G-chemo (PFS rate at 3 years from EOI: RECIL: 86.0% and 89.7%; Lugano: 76.4% and 85.0%, respectively); similar results were seen with OS. G-chemo was associated with improved RECIL-PFS (from randomization) compared with R-chemo (HR, 0.72; 95% CI: 0.57-0.91; p=0.0069), similar to the GALLIUM 5-year updated analysis results by Cheson 2007 (HR, 0.76; 95% CI: 0.62-0.92; p=0.0043) (Townsend, et al. ASCO 2020).
Conclusion(s): RECIL 2017 criteria showed high concordance with Lugano 2014 criteria with EOI CR strongly prognostic for improved outcomes versus non-CR; however, a discordance was observed for PD. A similar treatment difference between arms for PFS was detected with RECIL and Cheson 2007 criteria. RECIL criteria (uni-dimensional assessment of up to three target lesions) may be a suitable alternative to Lugano criteria (bi-dimensional assessment of up to six target lesions) in pts with previously untreated advanced-stage FL. [Formula presented] Disclosures: Kostakoglu: F. Hoffmann-La Roche: Consultancy. Davies: Roche, Celgene, Kite Pharma, Acerta, Karyopharma, Regeneron, Incyte: Consultancy; Roche, Acerta Pharma, AstraZeneca, Celgene, Gilead, ADC Therapeutics, Gilead: Research Funding; Celegene, Roche, Kite Pharma, Celegene: Honoraria; Roche: Other: TRAVEL, ACCOMMODATIONS, EXPENSES. Herold: Helios Klinikum Erfurt: Current Employment; F. Hoffmann-La Roche: Research Funding. Hiddemann: F. Hoffmann-La Roche: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Janssen: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Gilead: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau. Marcus: Gilead: Consultancy; F. Hoffmann-La Roche: Honoraria; Janssen: Honoraria, Speakers Bureau. Trotman: Celgene: Research Funding; F. Hoffmann-La Roche: Research Funding; BeiGene: Research Funding; Takeda: Research Funding; PCYC: Research Funding. Knapp: F. Hoffmann-La Roche: Current Employment. Mattiello: F. Hoffmann-La Roche: Current Employment. Nielsen: F. Hoffmann-La Roche: Current Employment, Current equity holder in publicly-traded company. Sahin: F. Hoffmann-La Roche: Current Employment, Current equity holder in publicly-traded company. Ward: F. Hoffmann-La Roche: Current Employment, Current equity holder in publicly-traded company. Younes: AstraZeneca: Current Employment; MSKCC: Ended employment in the past 24 months; Janssen, Curis, Merck, Bristol-Myers Squibb, Syndax Pharmaceuticals, F. Hoffmann-La Roche, Curis (Inst), Johnson & Johnson (Inst), Novartis (Inst): Research Funding; Janssen, AbbVie, Merck, Curis, Epizyme, F. Hoffmann-La Roche, Takeda, Bristol-Myers Squibb, Bayer HealthCare Pharmaceuticals, Celgene, Incyte, Janssen Pharmaceuticals, Merck, Sanofi, Seattle Genetics, Takeda Millennium: Honoraria; BioPath, Xynomic, Epizyme, and F. Hoffmann-La Roche: Consultancy.
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EMBASE:2013854574
ISSN: 0006-4971
CID: 4978812
Convolutional Neural Networks for Automated PET/CT Detection of Diseased Lymph Node Burden in Patients with Lymphoma
Weisman, Amy J; Kieler, Minnie W; Perlman, Scott B; Hutchings, Martin; Jeraj, Robert; Kostakoglu, Lale; Bradshaw, Tyler J
PURPOSE/OBJECTIVE:F) fluorodeoxyglucose (FDG) PET/CT images using convolutional neural networks (CNNs). MATERIALS AND METHODS/METHODS:F-FDG PET/CT images (acquired between 2005 and 2011) by a nuclear medicine physician. An ensemble of three-dimensional patch-based, multiresolution pathway CNNs was trained using fivefold cross-validation. Performance was assessed using the true-positive rate (TPR) and number of false-positive (FP) findings. CNN performance was compared with agreement between physicians by comparing the annotations of a second nuclear medicine physician to the first reader in 20 of the patients. Patient TPR was compared using Wilcoxon signed rank tests. RESULTS:Across all 90 patients, a range of 0-61 nodes per patient was detected. At an average of four FP findings per patient, the method achieved a TPR of 85% (923 of 1087 nodes). Performance varied widely across patients (TPR range, 33%-100%; FP range, 0-21 findings). In the 20 patients labeled by both physicians, a range of 1-49 nodes per patient was detected and labeled. The second reader identified 96% (210 of 219) of nodes with an additional 3.7 per patient compared with the first reader. In the same 20 patients, the CNN achieved a 90% (197 of 219) TPR at 3.7 FP findings per patient. CONCLUSION/CONCLUSIONS:An ensemble of three-dimensional CNNs detected lymph nodes at a performance nearly comparable to differences between two physicians' annotations. This preliminary study is a first step toward automated PET/CT assessment for lymphoma.© RSNA, 2020.
PMCID:8082306
PMID: 33937842
ISSN: 2638-6100
CID: 5686062
Prognostic value of interim FDG-PET in diffuse large cell lymphoma: results from the CALGB 50303 Clinical Trial
Schöder, Heiko; Polley, Mei-Yin C; Knopp, Michael V; Hall, Nathan; Kostakoglu, Lale; Zhang, Jun; Higley, Howard R; Kelloff, Gary; Liu, Heshan; Zelenetz, Andrew D; Cheson, Bruce D; Wagner-Johnston, Nina; Kahl, Brad S; Friedberg, Jonathan W; Hsi, Eric D; Leonard, John P; Schwartz, Lawrence H; Wilson, Wyndham H; Bartlett, Nancy L
As part of a randomized, prospective clinical trial in large cell lymphoma, we conducted serial fluorodeoxyglucose positron emission tomography (FDG-PET) at baseline, after 2 cycles of chemotherapy (interim PET [i-PET]), and at end of treatment (EoT) to identify biomarkers of response that are predictive of remission and survival. Scans were interpreted in a core laboratory by 2 imaging experts, using the visual Deauville 5-point scale (5-PS), and by calculating percent change in FDG uptake (change in standardized uptake value [ΔSUV]). Visual scores of 1 through 3 and ΔSUV ≥66% were prospectively defined as negative. Of 524 patients enrolled in the parent trial, 169 agreed to enroll in the PET substudy and 158 were eligible for final analysis. In this selected population, all had FDG-avid disease at baseline; by 5-PS, 55 (35%) remained positive on i-PET and 28 (18%) on EoT PET. Median ΔSUV on i-PET was 86.2%. With a median follow-up of 5 years, ΔSUV, as continuous variable, was associated with progression-free survival (PFS) (hazard ratio [HR] = 0.99; 95% confidence interval [CI], 0.97-1.00; P = .02) and overall survival (OS) (HR, 0.98; 95% CI, 0.97-0.99; P = .03). ΔSUV ≥66% was predictive of OS (HR, 0.31; 95% CI, 0.11-0.85; P = .02) but not PFS (HR, 0.47; 95% CI, 0.19-1.13; P = .09). Visual 5-PS on i-PET did not predict outcome. ΔSUV, but not visual analysis, on i-PET predicted OS in DLBCL, although the low number of events limited the statistical analysis. These data may help guide future clinical trials using PET response-adapted therapy. This trial was registered at www.clinicaltrials.gov as #NCT00118209.
PMID: 32232481
ISSN: 1528-0020
CID: 5686002
Impact of bone marrow biopsy on response assessment in immunochemotherapy-treated lymphoma patients in GALLIUM and GOYA
Rutherford, Sarah C; Herold, Michael; Hiddemann, Wolfgang; Kostakoglu, Lale; Marcus, Robert; Martelli, Maurizio; Sehn, Laurie H; Trněný, Marek; Trotman, Judith; Vitolo, Umberto; Nielsen, Tina; Mattiello, Federico; Sahin, Deniz; Sellam, Gila; Martin, Peter
The utility of posttreatment bone marrow biopsy (BMB) histology to confirm complete response (CR) in lymphoma clinical trials is in question. We retrospectively evaluated the impact of BMB on response assessment in immunochemotherapy-treated patients with previously untreated follicular lymphoma (FL) and diffuse large B-cell lymphoma (DLBCL) in the phase 3 Study of Obinutuzumab (RO5072759) Plus Chemotherapy in Comparison With Rituximab Plus Chemotherapy Followed by Obinutuzumab or Rituximab Maintenance in Patients With Untreated Advanced Indolent Non-Hodgkin's Lymphoma (GALLIUM; NCT01332968) and A Study of Obinutuzumab in Combination With CHOP Chemotherapy Versus Rituximab With CHOP in Participants With CD20-Positive Diffuse Large B-Cell Lymphoma (GOYA; NCT01287741) trials, respectively. Baseline BMB was performed in all patients, with repeat BMBs in patients with a CR by computed tomography (CT) at end of induction (EOI) and a positive BMB at baseline, to confirm response. Positron emission tomography imaging was also used in some patients to assess EOI response (Lugano 2014 criteria). Among patients with an EOI CR by CT in GALLIUM and GOYA, 2.8% and 4.1%, respectively, had a BMB-altered response. These results suggest that postinduction BMB histology has minimal impact on radiographically (CT)-defined responses in both FL and DLBCL patients. In GALLIUM and GOYA, respectively, 4.7% of FL patients and 7.1% of DLBCL patients had a repeat BMB result that altered response assessment when applying Lugano 2014 criteria, indicating that bone marrow evaluation appears to add little value to response assessment in FL; however, its evaluation may still have merit in DLBCL.
PMCID:7189300
PMID: 32298429
ISSN: 2473-9537
CID: 5686012
PET-Derived Quantitative Metrics for Response and Prognosis in Lymphoma
Kostakoglu, Lale; Chauvie, Stéphane
Lymphoma is a potentially curable disease; however, the clinical challenge lies in further improvement of outcomes. PET with fludeoxyglucose is an effective imaging tool. PET-derived quantitative metrics have raised significant interest to be used as a prognostic factor to complement clinical parameters for treatment decisions. The most optimized use of these quantitative PET metrics, however, will be possible with the standardization of imaging procedures. In this article, we review the technical and methodological considerations related to PET-derived quantitative metrics, and the relevant published data to emphasize the potential value of these metrics in patient prognosis and treatment response in lymphoma.
PMID: 31084772
ISSN: 1879-9809
CID: 5685992
End-of-Treatment PET/Computed Tomography Response in Diffuse Large B-Cell Lymphoma
Kostakoglu, Lale; Nowakowski, Grzegorz S
"PET imaging with fluorodeoxyglucose (FDG), integrated with PET/computed tomography (FDG-PET/CT), is an effective management tool of diffuse large B-cell lymphoma (DLBCL). The results of end-of-treatment (EOT) FDG-PET/CT are more accurate for detection of active disease with residual masses on CT. Complete response defined by EOT FDG-PET/CT (PET-CR) correlates with long-term outcome of patients. Treatment efficacy is determined using EOT PET/CT rather than progression-free survival (PFS) for clinical trials assessing novel drugs. If the correlation of EOT PET/CT with PFS is further proven in large studies and meta-analyses, EOT PET-CR could serve as an expedited novel endpoint replacing PFS."
PMID: 31084771
ISSN: 1879-9809
CID: 5685982
Efficacy and Safety of High-Specific-Activity 131I-MIBG Therapy in Patients with Advanced Pheochromocytoma or Paraganglioma
Pryma, Daniel A; Chin, Bennett B; Noto, Richard B; Dillon, Joseph S; Perkins, Stephanie; Solnes, Lilja; Kostakoglu, Lale; Serafini, Aldo N; Pampaloni, Miguel H; Jensen, Jessica; Armor, Thomas; Lin, Tess; White, Theresa; Stambler, Nancy; Apfel, Stuart; DiPippo, Vincent A; Mahmood, Syed; Wong, Vivien; Jimenez, Camilo
Patients with metastatic or unresectable (advanced) pheochromocytoma and paraganglioma (PPGL) have poor prognoses and few treatment options. This multicenter, phase 2 trial evaluated the efficacy and safety of high-specific-activity 131I-meta-iodobenzylguanidine (HSA 131I-MIBG) in patients with advanced PPGL. Methods: In this open-label, single-arm study, 81 PPGL patients were screened for enrollment, and 74 received a treatment-planning dose of HSA 131I-MIBG. Of these patients, 68 received at least 1 therapeutic dose (∼18.5 GBq) of HSA 131I-MIBG intravenously. The primary endpoint was the proportion of patients with at least a 50% reduction in baseline antihypertensive medication use lasting at least 6 mo. Secondary endpoints included objective tumor response as assessed by Response Evaluation Criteria in Solid Tumors version 1.0, biochemical tumor marker response, overall survival, and safety. Results: Of the 68 patients who received at least 1 therapeutic dose of HSA 131I-MIBG, 17 (25%; 95% confidence interval, 16%-37%) had a durable reduction in baseline antihypertensive medication use. Among 64 patients with evaluable disease, 59 (92%) had a partial response or stable disease as the best objective response within 12 mo. Decreases in elevated (≥1.5 times the upper limit of normal at baseline) serum chromogranin levels were observed, with confirmed complete and partial responses 12 mo after treatment in 19 of 28 patients (68%). The median overall survival was 36.7 mo (95% confidence interval, 29.9-49.1 mo). The most common treatment-emergent adverse events were nausea, myelosuppression, and fatigue. No patients had drug-related acute hypertensive events during or after the administration of HSA 131I-MIBG. Conclusion: HSA 131I-MIBG offers multiple benefits, including sustained blood pressure control and tumor response in PPGL patients.
PMCID:6495236
PMID: 30291194
ISSN: 1535-5667
CID: 5685962
The Impact of Positron Emission Tomography with 18F-Fluciclovine on the Treatment of Biochemical Recurrence of Prostate Cancer: Results from the LOCATE Trial
Andriole, Gerald L; Kostakoglu, Lale; Chau, Albert; Duan, Fenghai; Mahmood, Umar; Mankoff, David A; Schuster, David M; Siegel, Barry A; ,
PURPOSE:The prospective, multicenter LOCATE (F Fluciclovine [FACBC] PET/CT in Patients with Rising PSA after Initial Prostate Cancer Treatment) trial assessed the impact of positron emission tomography/computerized tomography with F-fluciclovine on treatment plans in patients with biochemical recurrence of prostate cancer after primary therapy with curative intent. MATERIALS AND METHODS:Men who had undergone curative intent treatment of histologically confirmed prostate cancer but who were suspected to have recurrence based on rising prostate specific antigen levels were enrolled prospectively. Each man had negative or equivocal findings on standard of care imaging. F-fluciclovine positron emission tomography/computerized tomography was performed according to standardized protocols. Treating physicians completed a questionnaire regarding the patient treatment plan before and after scanning, recording changes to the treatment modality (eg salvage radiotherapy to systemic androgen deprivation therapy) as major and changes in a modality (eg modified radiotherapy fields) as other. RESULTS:Between June 2016 and May 2017, 213 evaluable patients with a median age of 67 years and median prostate specific antigen 1.00 ng/ml were enrolled in study. F-fluciclovine avid lesions were detected in 122 of the 213 patients (57%). Overall 126 of the 213 patients (59%) had a change in management after the scan, which were major in 98 of 126 (78%) and in 88 (70%) were informed by positive positron emission tomography/computerized tomography findings. The most frequent major changes were from salvage or noncurative systemic therapy to watchful waiting (32 of 126 cases or 25%), from noncurative systemic therapy to salvage therapy (30 of 126 or 24%) and from salvage therapy to noncurative systemic therapy (11 of 126 or 9%). CONCLUSIONS:F-fluciclovine positron emission tomography/computerized tomography detected 1 or more recurrence sites in the majority of men with biochemical recurrence, frequently resulting in major changes to management plans. Future studies will be planned to determine whether a management change leads to improved outcomes.
PMID: 30179618
ISSN: 1527-3792
CID: 5685952
Quantitative comparison of pre-therapy 99mTc-macroaggregated albumin SPECT/CT and post-therapy PET/MR studies of patients who have received intra-arterial radioembolization therapy with 90Y microspheres
Knešaurek, Karin; Tuli, Abbas; Pasik, Sara D; Heiba, Sherif; Kostakoglu, Lale
OBJECTIVE:Tc-macroaggregated albumin (MAA) SPECT/CT versus post-therapy PET/MRI imaging among patients with primary or metastatic hepatic tumors. MATERIALS AND METHODS/METHODS:Y dosimetry. The Passing-Bablok regression scatter diagram and the Bland and Altman method were used to analyze the difference between dosimetry values. RESULTS:For MAA and PET/MRI modalities, the mean liver doses for all 32 subjects were 43.0 ± 20.9 Gy and 46.5 ± 22.7 Gy, respectively, with a mean difference of 3.4 ± 6.2 Gy. The repeatibility coefficient was 12.1 (27.0% of the mean). The Spearman rank correlation coefficient was high (ρ = 0.92). Although, there was a substantial difference in the maximum doses to the liver between the modalities, the mean liver doses were relatively close, with a difference of 24.0% or less. CONCLUSIONS:Y studies were not significantly different.
PMID: 30527312
ISSN: 1872-7727
CID: 5685972
CALGB 50604: risk-adapted treatment of nonbulky early-stage Hodgkin lymphoma based on interim PET
Straus, David J; Jung, Sin-Ho; Pitcher, Brandelyn; Kostakoglu, Lale; Grecula, John C; Hsi, Eric D; Schöder, Heiko; Popplewell, Leslie L; Chang, Julie E; Moskowitz, Craig H; Wagner-Johnston, Nina; Leonard, John P; Friedberg, Jonathan W; Kahl, Brad S; Cheson, Bruce D; Bartlett, Nancy L
A negative interim positron emission tomography/computerized tomography (PET/CT) after 1 to 3 cycles of doxorubicin, bleomycin, vinblastine, and dacarbazine (ABVD) in patients with newly diagnosed, nonbulky stage I or II Hodgkin lymphoma (HL) predicts a low relapse rate. This phase 2 trial was designed to determine if a population of patients with early-stage disease can be treated with short-course ABVD without radiation therapy (RT) on the basis of a negative interim PET/CT, thereby limiting the risks of treatment. Between 15 May 2010 and 21 February 2013, 164 previously untreated patients with nonbulky stage I/II HL were enrolled, and 149 were included in the final analysis. Patients received 2 cycles of ABVD followed by PET. Deauville scores 1 to 3 were negative (≤ liver uptake) based on central review. PET- patients received 2 more cycles of ABVD, and PET+ patients received 2 cycles of dose-intense bleomycin, etoposide, doxorubicin, cyclophosphamide, vincristine, procarbazine, and prednisone (escalated BEACOPP) plus 3060-cGy involved-field RT. The primary objective was to determine 3-year progression-free survival (PFS) for the PET- group. One hundred thirty-five patients (91%) were interim PET-, and 14 patients (9%) were PET+ With median follow-up time of 3.8 years, the estimated 3-year PFS was 91% for the PET- group and 66% for the PET+ group (hazard ratio, 3.84; 95% confidence interval, 1.50-9.84; P = .011). There was 1 death as a result of suicide. Four cycles of ABVD resulted in durable remissions for a majority of patients with early-stage nonbulky HL and a negative interim PET. This trial was registered at www.clinicaltrials.gov as #NCT01132807.
PMCID:6128083
PMID: 30049811
ISSN: 1528-0020
CID: 5685932