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Dudas D, Ghasemi P, Dilling TJ, Perez BA, Rosenberg SA, El Naqa I. Novel Dose Criteria for Lung Cancer SBRT to Improve Local Control in Patients Treated to 50 Gy/5 Fractions Using Deep Learning Methods and Explainability Techniques. Int J Radiat Oncol Biol Phys 2023; 117:e662. [PMID: 37785961 DOI: 10.1016/j.ijrobp.2023.06.2099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) To some radiation oncologists, 50 Gy/5 fractions has been considered controversial, as they feel the nominal BED of 100 Gy might be too low for long-term local control of some lesions. We analyzed a large cohort of these patients using a deep learning model to predict local recurrence (LR) and used explainability techniques to extract new dose features important to the model's prediction. Subsequently, we determined optimal cut-points for the most significant metrics to provide actionable criteria for treatment planning in these patients. MATERIALS/METHODS A total of 535 SBRT lung cancer patients treated between 2009 and 2017 were retrospectively analyzed using a deep learning approach. All patients had NSCLC and all of them were treated with 50 Gy in 5 fractions (100 Gy BED, α/β = 10). Mean clinical maximum tumor diameter was 2.2 cm. There were 31 LR in the dataset with mean follow-up time of 28 months. Mean age was 75 years. CT images, 3D dose distribution and patient demographic details were used to train a deep learning survival model to predict time to failure and probability of local control. Validation, training, and testing were in accordance with TRIPOD criteria. 80 % of the data were used for 5-fold cross-validation (10 iterations) and 20 % was held for independent testing. The Grad-CAM method was applied to identify regions of the dose distribution that are the most significant to the model's decision-making. Based on the results, appropriate dose metrics were proposed, and optimal cut-points were determined to distinguish between lower and higher LR-risk patients. RESULTS The model has an acceptable performance (c-index: 0.72, 95% CI: 0.68-0.75); the testing c-index was 0.69. Grad-CAM showed that the model's spatial attention was mostly concentrated in the tumor's "PTV-GTV" region. Statistically significant criteria are in Table 1. CONCLUSION A novel deep learning model for prediction of LR, incorporating 3D dose data, CT images and patient demographics, was developed and tested. Grad-CAM demonstrated superior significance of peripheral (PTV-GTV) dose features. Subsequently determined optimal cut-points have significant prognostic power (log rank, p<0.001) and could be used as additional criteria in treatment planning. While these data have repercussions in treatment planning, they do not suggest that a significantly higher BED for the prescription dose is necessary for tumor control in NSCLC. Nevertheless, it might be effective to slightly elevate the prescribed dose, i.e., from 100 Gy BED to 104 Gy BED.
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Sandoval ML, Rishi A, Liveringhouse C, Dohm AE, Palm RF, Perez BA, Frakes JM, Rosenberg SA, Hoffe S, Dilling TJ. Outcomes of Cytoreductive Stereotactic Body Radiotherapy (SBRT) in Patients with Oligometastatic or Oligoprogressive Dominant Lung Metastases from Colorectal Primary. Int J Radiat Oncol Biol Phys 2023; 117:e53. [PMID: 37785644 DOI: 10.1016/j.ijrobp.2023.06.764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Oxaliplatin based systemic therapy regimens have improved the prognosis of patients with colorectal cancer (CRC) and with this, there has been increased interest in the integration of local therapies to oligometastatic and oligoprogressive sites. There is a vast body of literature exploring the benefits of cytoreduction with surgery and stereotactic body radiation therapy (SBRT) approaches. We report our rates of local control (LC) and overall survival (OS) for patients with oligometastatic/progressive CRC with lung metastases treated with SBRT. MATERIALS/METHODS Single institution retrospective review of patients diagnosed with oligometastatic or oligoprogressive CRC with dominant metastases to the lungs who were treated with SBRT between September 2009 and December 2022. Oligometastatic disease was defined as newly diagnosed, untreated CRC with up to 5 metastases, up to 3 in one organ. Oligoprogressive disease was defined as CRC with 1 - 2 distant sites that continued to progress on active treatment while the primary site was controlled. Survival was estimated using Kaplan-Meier. Association between local control and patient factors was analyzed using log-rank test. RESULTS A total of 84 patients with oligometastatic or oligoprogressive CRC were treated with SBRT to 124 lung lesions. Colon cancer was the primary site for 54 patients with a median age at time of SBRT of 66 years (IQR 57 - 73) and a median tumor diameter of 1.20 cm (IQR 0.93 - 1.90). Rectal cancer was the primary site for 30 patients, median age was 60 years (IQR 49 - 70) and median tumor diameter was 1.10 cm (IQR 0.80 - 1.48). Median dose for the entire cohort was 6000 cGy (range 5000 - 6000) with median number of fractions 5 (range 3 - 5). Median follow-up after SBRT was 24 months. Overall, there were 9 local failures at last follow-up. Almost half (n = 42) of the patients experienced distant recurrence. Median local control (LC) for the entire cohort was not reached, 2-yr LC and 5-yr LC were 94.6% and 85.7% respectively. There were no differences in LC between colon and rectal cancer (p = 0.29). Actuarial median overall survival was 71 months (95% CI 44.3 - 97.7) and 5-yr OS was 50.2%. Due to the small number of events, we were unable to identify patient factors associated with local failure on univariate or multivariate analysis. CONCLUSION Cytoreductive SBRT is an effective treatment option for patients with oligometastatic or oligoprogressive CRC with dominant lung metastases offering excellent rates of LC. Most patients failed distantly highlighting the importance of additional systemic therapies.
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Dohm AE, Upadhyay R, Tang JD, Oliver DE, Perez BA, Rosenberg SA, Yu HHM, Palmer JD, Beyer S, Owen D, Ahmed KA. Upfront Osimertinib Alone vs. Osimertinib and Radiotherapy for the Treatment of EGFR-Positive NSCLC Brain Metastases: A Multi-Institutional Series. Int J Radiat Oncol Biol Phys 2023; 117:e100-e101. [PMID: 37784626 DOI: 10.1016/j.ijrobp.2023.06.869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Given the increased brain penetrance of osimertinib, the role of upfront radiotherapy (RT) has been questioned for the management of patients with EGFR+ NSCLC brain metastases (BM). We conducted a multi-institutional review of patients with EGFR+ NSCLC treated with upfront osimertinib or osimertinib in combination with RT for new or progressing BM. MATERIALS/METHODS Our multi-institutional analysis included 128 patients with 714 BM treated between 2013 and 2022. Two BM treatment groups were evaluated: (1) upfront osimertinib alone (n = 66) and (2) osimertinib + RT [whole brain radiation therapy or stereotactic/fractionated radiosurgery (SRS/FSRT)] prior or concurrently with osimertinib (n = 62)]; both groups began treatment within 2 months of BM diagnosis. Time-to-event analysis was conducted with the Kaplan-Meier (KM) method, and outcomes included intracranial control (IC) [both local and distant], intracranial progression free survival (IPFS), and overall survival (OS). A Cox proportional hazards model was utilized for multivariate analysis (MVA). RESULTS Median follow-up from BM diagnosis was 33.9 months (0.13-76.2 months). No differences in age (p = 0.46), sex (p = 0.72), DS-GPA (p = 0.08), KPS (p = 0.57), number of BM (p = 0.19) or volume of BM (p = 0.45), RT dose (p = 0.45), number of systemic metastases (p = 0.88), and patients symptomatic at presentation (p = 1.0) were noted. Prior treatment of BM was more common in the osimertinib + RT group (50% osimertinib + RT and 27% osimertinib; p = 0.01). The 12-month KM rates for osimertinib vs osimertinib + RT groups for IC were 72% vs 73% (p = 0.33); IPFS 53% vs 66% (p = 0.007); and OS 65% vs 80% (p = 0.025). On MVA, higher KPS (p = 0.002) was associated with increased OS and no extracranial metastasis with increased OS (p = 0.01) and IPFS (p = 0.001). MVA showed no association between osimertinib vs osimertinib + RT for IC, IPFS, or OS. Of the 66 patients treated with upfront osimertinib, 18 patients (27%) with 31 lesions eventually required RT for intracranial progression with the majority 72% being treated with SRS/FSRT at median of 13.5 months (1-22 months) following the start of osimertinib. CONCLUSION This study suggests that upfront osimertinib alone may provide sufficient intracranial control to allow RT to be deferred until further intracranial progression in select patients. Prospective trials are warranted to further guide treatment.
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Tomaszewski MR, Latifi K, Boyer E, Palm RF, El Naqa I, Moros EG, Hoffe SE, Rosenberg SA, Frakes JM, Gillies RJ. Delta radiomics analysis of Magnetic Resonance guided radiotherapy imaging data can enable treatment response prediction in pancreatic cancer. Radiat Oncol 2021; 16:237. [PMID: 34911546 PMCID: PMC8672552 DOI: 10.1186/s13014-021-01957-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 11/22/2021] [Indexed: 12/22/2022] Open
Abstract
Background Magnetic Resonance Image guided Stereotactic body radiotherapy (MRgRT) is an emerging technology that is increasingly used in treatment of visceral cancers, such as pancreatic adenocarcinoma (PDAC). Given the variable response rates and short progression times of PDAC, there is an unmet clinical need for a method to assess early RT response that may allow better prescription personalization. We hypothesize that quantitative image feature analysis (radiomics) of the longitudinal MR scans acquired before and during MRgRT may be used to extract information related to early treatment response. Methods Histogram and texture radiomic features (n = 73) were extracted from the Gross Tumor Volume (GTV) in 0.35T MRgRT scans of 26 locally advanced and borderline resectable PDAC patients treated with 50 Gy RT in 5 fractions. Feature ratios between first (F1) and last (F5) fraction scan were correlated with progression free survival (PFS). Feature stability was assessed through region of interest (ROI) perturbation. Results Linear normalization of image intensity to median kidney value showed improved reproducibility of feature quantification. Histogram skewness change during treatment showed significant association with PFS (p = 0.005, HR = 2.75), offering a potential predictive biomarker of RT response. Stability analyses revealed a wide distribution of feature sensitivities to ROI delineation and was able to identify features that were robust to variability in contouring. Conclusions This study presents a proof-of-concept for the use of quantitative image analysis in MRgRT for treatment response prediction and providing an analysis pipeline that can be utilized in future MRgRT radiomic studies. Supplementary Information The online version contains supplementary material available at 10.1186/s13014-021-01957-5.
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Soke GN, Rosenberg SA, Rosenberg CR, Vasa RA, Lee LC, DiGuiseppi C. Brief Report: Self-Injurious Behaviors in Preschool Children with Autism Spectrum Disorder Compared to Other Developmental Delays and Disorders. J Autism Dev Disord 2018; 48:2558-2566. [PMID: 29429009 PMCID: PMC5997504 DOI: 10.1007/s10803-018-3490-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
We compared the prevalence of self-injurious behaviors (SIB) in preschoolers aged 30-68 months with autism spectrum disorder (ASD) (n = 691) versus other developmental delays and disorders (DD) (n = 977) accounting for sociodemographic, cognitive, and medical factors. SIB prevalence was higher in ASD versus all DD [adjusted odds-ratio (aOR) 2.13 (95% confidence interval (95% CI) 1.53, 2.97)]. In subgroup analyses, SIB prevalence was higher in ASD versus DD without ASD symptoms [aOR 4.42 (95% CI 2.66, 7.33)], but was similar between ASD and DD with ASD symptoms [aOR 1.09 (95% CI 0.68, 1.77)]. We confirmed higher prevalence of SIB in ASD versus DD, independent of confounders. In children with DD, SIB prevalence increased with more ASD symptoms. These findings are informative to clinicians, researchers, and policymakers.
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Goff SL, Zacharakis N, Assadipour Y, Prickett T, Gartner J, Somerville R, Black MA, Xu H, Chinnasamy H, Kriley I, Lu L, Statler M, Wunderlich J, Robbins PF, Rosenberg SA, Feldman SA. Abstract P2-04-02: Recognition of autologous neoantigens by tumor infiltrating lymphocytes derived from breast cancer metastases. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p2-04-02] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background & Translational Relevance: Adoptive transfer of tumor infiltrating lymphocytes (TIL) can effect long-term durable regression in patients with metastatic melanoma but has not been widely tested in common epithelial cancers. When examining the TIL of successfully treated patients with melanoma, a heterogeneous T cell population can be identified with reactivity against melanoma differentiation antigens, cancer germline antigens, and personalized non-synonymous somatic mutations. Common epithelial cancers, including breast cancer, express far fewer somatic mutations than melanoma, however, a patient with metastatic cholangiocarcinoma was treated with autologous CD4+ TIL enriched for neoantigen specificity and has experienced an ongoing partial response (>2 years). It is known that the presence of TIL on pathologic examination of triple-negative breast cancers is a positive prognostic marker for disease-free survival and overall survival. The identification of enriched populations of neoantigen-specific TIL could form the basis for personalized cell therapy for patients with metastatic breast cancer. This pilot study investigates the ability to grow TIL from breast cancer metastases, to identify personalized non-synonymous somatic mutations and potential neoantigens, and to adoptively transfer TIL into patients with breast cancer.
Methods: Eligible patients were evaluated and treated under IRB-approved protocols for tissue procurement, genomic testing, and adoptive cell transfer. Portions of resected tumors were placed in culture under standard TIL conditions. DNA was extracted from tumor and matched normal peripheral blood samples for whole exome sequencing (WES). Non-synonymous somatic mutations were identified and tested for potential immunogenicity.
Results: Nine patients have undergone surgical resection in this ongoing pilot study, and TIL was successfully grown from the tumors of all patients. All were primarily CD3+ (median 79%) with a small population of natural killer cells. Of the CD3+ cells, 7 of 9 patients had a predominantly CD4+ population (median CD4:CD8 ratio 2.2, range 0.4-5.8). With the exception of a single patient with inflammatory breast cancer, tumor purity allowed for WES of the tumors of eight patients, and non-synonymous somatic mutations were identified as potential neoantigens (median 96.5, range 71-148). Autologous T cell reactivity has been identified against tumor-specific mutations in 4 of 6 patients studied. The TIL of one patient demonstrated in vitro reactivity to a mutated form of RBPJ, a DNA-binding protein involved in Notch1 signaling. In addition, specimens obtained from this patient at autopsy contained the specific RBPJ mutation (RBPJ c.A611T) in every sampled tumor (n=16). Other patient-specific neoantigens identified by autologous reactivity include SLC3A2, KIAA0368, and a mutated TCRBV domain.
Conclusions: Tumor-infiltrating lymphocytes derived from metastatic breast cancer can react to tumor-specific non-synonymous somatic mutations in vitro. TIL grown from breast cancers are predominantly CD4+ and can form the basis of an adoptive cell transfer experimental approach to patients with metastatic breast cancer.
Citation Format: Goff SL, Zacharakis N, Assadipour Y, Prickett T, Gartner J, Somerville R, Black MA, Xu H, Chinnasamy H, Kriley I, Lu L, Statler M, Wunderlich J, Robbins PF, Rosenberg SA, Feldman SA. Recognition of autologous neoantigens by tumor infiltrating lymphocytes derived from breast cancer metastases [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P2-04-02.
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Goff SL, Feldman SA, Somerville R, Rosenberg SA. Abstract OT1-01-03: Adoptive cell transfer (ACT) using tumor infiltrating lymphocytes to target neoantigens in patients with metastatic breast cancer. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-ot1-01-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Adoptive transfer of tumor infiltrating lymphocytes (TIL) can cure patients with metastatic melanoma, likely based on the recognition of mutated neoantigens (Robbins et al Nature Medicine 2013). Although immunogenic cancer antigens have been found in gastrointestinal cancers (Tran et al Science 2014), this has not been widely studied in patients with breast cancer. The presence of TIL on pathologic examination of triple-negative breast cancers is a positive prognostic marker for disease-free survival and overall survival. This pilot study investigates the ability to grow TIL from breast cancer metastases, to identify personalized non-synonymous mutations and potential neoantigens, and to adoptively transfer TIL into patients with breast cancer.
Trial Design: This is a single-arm, non-randomized pilot study of adoptive immunotherapy in patients with metastatic epithelial cancers with a cohort designated for those patients with breast cancer. Once screened for eligibility, patients undergo metastectomy to obtain tissue for culture of TIL and extensive in vitro studies will be performed to identify TIL cultures reactive to neoantigens. Once robust TIL have been identified, the patient is admitted to the National Institutes of Health Clinical Center for conditioning chemotherapy, TIL infusion and interleukin-2. Treatment and recovery generally entails about three weeks as an inpatient.
Eligibility Criteria: Patients between the ages of 18 and 70 with metastatic breast cancer who have measurable metastatic disease with at least one lesion resectable with minimal morbidity. Patients must be refractory to standard systemic therapy and must have shown progression on at least two lines of chemotherapy prior to infusion of TIL. Patients must be of good performance status (ECOG 0-1) and have three or fewer brain metastases. In addition, patients must meet common hematologic and chemistry lab criteria. Given the nature of immunotherapy and the rigorous treatment, patients are ineligible for the following reasons: dependence on steroids, cardiac dysfunction, active infection, active major medical illness of the respiratory, cardiovascular or immune system.
Specific Aims: The aims are both clinical and research oriented. Of greatest interest is to determine the ability of autologous TIL to mediate tumor regression in patients with metastatic breast cancer. We will also be examining the phenotypic and functional characteristics of TIL derived from breast cancer metastases. We will be attempting to identify non-synonymous immunogenic mutations within resected tumors.
Statistical Methods and Trial Accrual: Twenty-one patients will be initially enrolled in the treatment phase of this cohort to assess toxicity and tumor responses. If two or more of the first 21 patients per groups shows a clinical response (PR or CR), accrual will continue to 41 patients, targeting a 20% goal for objective response. We have currently enrolled three patients on the screening phase of this trial and one patient on the treatment phase.
Contact Information: National Cancer Institute Surgery Branch Immunotherapy Referral Office, irc@nih.gov, (301) 451-1929, (866) 820-4505 Toll Free. ClinicalTrials.gov: NCT01174121.
Citation Format: Goff SL, Feldman SA, Somerville R, Rosenberg SA. Adoptive cell transfer (ACT) using tumor infiltrating lymphocytes to target neoantigens in patients with metastatic breast cancer. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr OT1-01-03.
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Rosenberg SA. Combination chemotherapy in Hodgkin's disease: relation to radiotherapy. BIBLIOTHECA HAEMATOLOGICA 2015:731-5. [PMID: 1164407 DOI: 10.1159/000397595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The results of modern radiotherapy for Hodgkin's disease are correlated to the stage of the disease. Five-year disease-free survival for pathologically staged patients can be estimated as follows: PS I & II A...90%, PS III A & IIIsA...60%, PS I & II B ...75%, PS III B & IIIsB ...40%. Combination chemotherapy of the MOPP (nitrogen mustard, vincristine, procarbazine, and prednisone) type can be successfully employed for patients who develop recurrent disease after total lymphoid irradiation. There have been several randomized clinical trials attempting to improve the curative potential of radiotherapy by combining modern chemotherapy with the irradiation as an adjuvant. The tolerance of patients to total lymphoid irradiation and chemotherapy will be presented. The Stanford trial, initiated 5 years ago (1968), has demonstrated prolonged disease free survival when both forms of treatment are used initially in certain stages of the disease. However, actual survival has not yet improved, probably because the chemotherapy is successful in inducing durable remissions for patients who recur after irradiation.
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Horst KC, Hancock SL, Ognibene G, Chen C, Advani RH, Rosenberg SA, Donaldson SS, Hoppe RT. Histologic subtypes of breast cancer following radiotherapy for Hodgkin lymphoma. Ann Oncol 2014; 25:848-851. [PMID: 24608191 DOI: 10.1093/annonc/mdu017] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023] Open
Abstract
BACKGROUND The purpose of the study was to determine whether breast cancers (BCs) that develop in women previously irradiated for Hodgkin lymphoma (HL) are biologically similar to sporadic BC. MATERIALS AND METHODS We retrospectively reviewed the charts of patients who developed BC after radiotherapy (RT) for HL. Tumors were classified as ductal carcinoma in situ (DCIS) or invasive carcinoma. Invasive carcinomas were further characterized according to the subtype: hormone receptor (HR)+/human epidermal growth factor receptor 2 (HER2)-, HR+/HER2+, HR-/HER2+, and HR-/HER2-. BCs after HL were compared with four age-matched sporadic, non-breast cancer (BRCA) I or II mutated BCs. RESULTS One hundred forty-seven HL patients who were treated with RT between 1966 and 1999 and subsequently developed BCs were identified. Of these, 65 patients with 71 BCs had complete pathologic information. The median age at HL diagnosis was 23 (range, 10-48). The median age at BC diagnosis was 44 (range, 28-66). The median time to developing BC was 20 years. Twenty cancers (28%) were DCIS and 51 (72%) were invasive. Of the 51 invasive cancers, 24 (47%) were HR+/HER2-, 2 (4%) were HR+/HER2+, 5 (10%) were HR-/HER2+, and 20 (39%) were HR-/HER2-. There were no differences in BC histologic subtype according to the age at which patients were exposed to RT, the use of chemotherapy for HL treatment, or the time from RT exposure to the development of BC. In a 4 : 1 age-matched comparison to sporadic BCs, BCs after HL were more likely to be HR-/HER2- (39% versus 14%) and less likely to be HR+/HER2- (47% versus 61%) or HR+/HER2+ (4% versus 14%) (P = 0.0003). CONCLUSION(S) BCs arising in previously irradiated breast tissue were more likely to be triple negative compared with age-matched sporadic invasive cancers and less likely to be HR positive. Further studies will be important to determine the molecular pathways of carcinogenesis in breast tissue that is exposed to RT.
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Advani RH, Hoppe RT, Baer D, Mason J, Warnke R, Allen J, Daadi S, Rosenberg SA, Horning SJ. Efficacy of abbreviated Stanford V chemotherapy and involved-field radiotherapy in early-stage Hodgkin lymphoma: mature results of the G4 trial. Ann Oncol 2012; 24:1044-8. [PMID: 23136225 DOI: 10.1093/annonc/mds542] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
INTRODUCTION To assess the efficacy of an abbreviated Stanford V regimen in patients with early-stage Hodgkin lymphoma (HL). PATIENTS AND METHODS PATIENTS: with untreated nonbulky stage I-IIA supradiaphragmatic HL were eligible for the G4 study. Stanford V chemotherapy was administered for 8 weeks followed by radiation therapy (RT) 30 Gy to involved fields (IF). Freedom from progression (FFP), disease-specific survival (DSS) and overall survival (OS) were estimated. RESULTS All 87 enrolled patients completed the abbreviated regimen. At a median follow-up of 10 years, FFP, DSS and OS are 94%, 99% and 94%, respectively. Therapy was well tolerated with no treatment-related deaths. CONCLUSIONS Mature results of the abbreviated Stanford V regimen in nonbulky early-stage HL are excellent and comparable to the results from other contemporary therapies.
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Zhang L, Yu Z, Muranski P, Palmer DC, Restifo NP, Rosenberg SA, Morgan RA. Inhibition of TGF-β signaling in genetically engineered tumor antigen-reactive T cells significantly enhances tumor treatment efficacy. Gene Ther 2012; 20:575-80. [PMID: 22972494 DOI: 10.1038/gt.2012.75] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Transforming growth factor β (TGF-β) is a cytokine with complex biological functions that may involve tumor promotion or tumor suppression. It has been reported that multiple types of tumors secrete TGF-β, which can inhibit tumor-specific cellular immunity and may represent a major obstacle to the success of tumor immunotherapy. In this study, we sought to enhance tumor immunotherapy using genetically modified antigen-specific T cells by interfering with TGF-β signaling. We constructed three γ-retroviral vectors, one that expressed TGF-β-dominant-negative receptor II (DNRII) or two that secreted soluble TGF-β receptors: soluble TGF-β receptor II (sRII) and the sRII fused with mouse IgG Fc domain (sRIIFc). We demonstrated that T cells genetically modified with these viral vectors were resistant to exogenous TGF-β-induced smad-2 phosphorylation in vitro. The functionality of antigen-specific T cells engineered to resist TGF-β signaling was further evaluated in vivo using the B16 melanoma tumor model. Antigen-specific CD8+ T cells (pmel-1) or CD4+ T cells (tyrosinase-related protein-1) expressing DNRII dramatically improved tumor treatment efficacy. There was no enhancement in the B16 tumor treatment using cells secreting soluble receptors. Our data support the potential application of the blockade of TGF-β signaling in tumor-specific T cells for cancer immunotherapy.
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Advani R, Horning SJ, Jonathan E, Daadi S, Allen J, Rosenberg SA, Hoppe RT. Abbreviated 8-week chemotherapy (CT) plus involved node radiotherapy (INRT) for nonbulky stage I-II Hodgkin lymphoma: Preliminary results of the Stanford G5 Study. J Clin Oncol 2011. [DOI: 10.1200/jco.2011.29.15_suppl.8064] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Maeda LS, Hoppe RT, Balise RR, Rosenberg SA, Horning SJ, Advani R. Outcome of primary mediastinal large B-cell lymphoma (PMBCL) in the pre- and post-rituximab era: The Stanford University experience. J Clin Oncol 2011. [DOI: 10.1200/jco.2011.29.15_suppl.e18517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Park TS, Lagisetty KH, Sherry RM, Yang JC, Hughes MS, Morton K, White DE, Klionsky Y, Rosenberg SA, Phan GQ. Routine imaging to detect recurrences in high-risk melanoma patients. J Clin Oncol 2011. [DOI: 10.1200/jco.2011.29.15_suppl.8576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Prieto PA, Yang JC, Sherry RM, Hughes MS, Kammula US, White DE, Levy CL, Rosenberg SA, Phan GQ. Cytotoxic T lymphocyte-associated antigen 4 blockade with ipilimumab: Long-term follow-up of 179 patients with metastatic melanoma. J Clin Oncol 2010. [DOI: 10.1200/jco.2010.28.15_suppl.8544] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Maeda LS, Hoppe RT, Warnke RA, Natkunam Y, Rosenberg SA, Horning SJ, Advani R. Prognostic significance of CD15 expression in classical Hodgkin lymphoma (cHL): The Stanford University experience. J Clin Oncol 2010. [DOI: 10.1200/jco.2010.28.15_suppl.e18521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Peng PD, Cohen CJ, Yang S, Hsu C, Jones S, Zhao Y, Zheng Z, Rosenberg SA, Morgan RA. Efficient nonviral Sleeping Beauty transposon-based TCR gene transfer to peripheral blood lymphocytes confers antigen-specific antitumor reactivity. Gene Ther 2009; 16:1042-9. [PMID: 19494842 PMCID: PMC3469249 DOI: 10.1038/gt.2009.54] [Citation(s) in RCA: 78] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2008] [Revised: 11/12/2008] [Accepted: 12/10/2008] [Indexed: 01/08/2023]
Abstract
Genetically engineered lymphocytes hold promise for the treatment of genetic disease, viral infections and cancer. However, current methods for genetic transduction of peripheral blood lymphocytes rely on viral vectors, which are hindered by production and safety-related problems. In this study, we demonstrated an efficient novel nonviral platform for gene transfer to lymphocytes. The Sleeping Beauty transposon-mediated approach allowed for long-term stable expression of transgenes at approximately 50% efficiency. Utilizing transposon constructs expressing tumor antigen-specific T-cell receptor genes targeting p53 and MART-1, we demonstrated sustained expression and functional reactivity of transposon-engineered lymphocytes on encountering target antigen presented on tumor cells. We found that transposon- and retroviral-modified lymphocytes had comparable transgene expression and phenotypic function. These results demonstrate the promise of nonviral ex vivo genetic modification of autologous lymphocytes for the treatment of cancer and immunologic disease.
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Theoret MR, Cohen CJ, Dudley ME, Morgan RA, Rosenberg SA. In vitro and in vivo studies of human lymphocytes genetically engineered to express T cell receptors that recognize a p53 antigenic epitope. J Clin Oncol 2008. [DOI: 10.1200/jco.2008.26.15_suppl.3032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Tan D, Rosenberg SA, Lavori P, Sigal BM, Levy R, Hoppe RT, Warnke R, Advani R, Natkunam Y, Plevritis SK, Horning SJ. Closing the gap: A comparison of observed versus expected survival in follicular lymphoma (FL) at Stanford University from 1960–2003. J Clin Oncol 2008. [DOI: 10.1200/jco.2008.26.15_suppl.8535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Cohen PA, Fowler DH, Kim H, White RL, Czerniecki BJ, Carter C, Gress RE, Rosenberg SA. Propagation of mouse and human T cells with defined antigen specificity and function. CIBA FOUNDATION SYMPOSIUM 2007; 187:179-93; discussion 194-7. [PMID: 7540969 DOI: 10.1002/9780470514672.ch12] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Difficulties maintaining fully functional CD4+ T cells in culture have historically limited the study of their role in tumour rejection as well as other clinical applications. As the therapeutic value of current antitumour CD8+ T cell adoptive therapy becomes better defined, a strong impetus exists to determine optimal conditions for culturing antitumour CD4+ T cells. Our goal is to promote broadly polyclonal, antigen-specific CD4+ T cell responses of either Th1 or Th2 character for use in antitumour therapy or allograft facilitation, respectively. Similar obstacles exist in murine and human cultures: (1) during even brief periods of culture CD4+ T cells develop high 'background' reactivity to class II-positive antigen-presenting cells; (2) maintenance of antigen specificity as evidenced by cytokine secretion and short-term proliferation assays is insufficient to ensure bulk numerical expansion; (3) Th1-type CD4+ T cells often lose their potential for antigen-specific secretion of interleukin 2 on re-stimulation (though remain inducible by 12-O-tetradecanoylphorbol 13-acetate/ionomycin); (4) during prolonged culture selection pressure favours CD4+ subpopulations that recognize artifactual antigens such as culture medium proteins; (5) even with optimal culture conditions, cultured CD4+ T cells may function differently in vivo to uncultured CD4+ T cells. We have devised various strategies to surmount these obstacles by use of selected cytokines, antigen-presenting cells and timely culture manoeuvres.
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Horning SJ, Hoppe RT, Advani RH, Breslin S, Allen J, Hancock SL, Rosenberg SA. A prospective trial of involved field radiation (IFRT) + chemotherapy compared to extended field (EFRT) radiation for favorable Hodgkin disease: Survival differences and implications of mature follow-up for current combined modality therapy. J Clin Oncol 2007. [DOI: 10.1200/jco.2007.25.18_suppl.8014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
8014 Background: We conducted a prospective randomized trial from 1980–88 comparing IFRT plus VBM (vinblastine, bleomycin, methotrexate) chemotherapy to extended field radiation (EFRT) in patients with favorable stage I-IIIA disease to limit radiation exposure and define an effective treatment regimen that preserved fertility and did not increase the risk of leukemia. Methods: Patients (pt) with favorable, laparotomy-staged disease were defined as those with no bulky mediastinal disease, no or minimal abdominal disease (<5 cm), no or minimal splenic disease, and <1 extranodal site. VBM was given for 6 cycles after 44 Gy IFRT. EFRT was subtotal lymphoid for stage I-IIA and total lymphoid irradiation for I-IIB, IIIA pt. We previously reported (J Clin Oncol 6:1822, 1988) no survival differences in this study. Follow-up was similar for both arms and was further supplemented by an approved SSA Epidemiologic Vital Status Data Record application. Results: 72 pt were randomized, 34 to IFRT + VBM and 38 to EFRT. Median follow-up is 20.8 yr (10.3–25.1) and just 8 pt were censored at <15 yr. Twenty-one yr freedom from progression is 96% for IFRT + VBM vs 74% for EFRT (p= 0.035). A single death at 18 yr was recorded in IFRT + VBM pt (3%) whereas 11 deaths occurred among EFRT pt (29%). Overall survival (OS) at 21 yr is 95% for IFRT + VBM vs 68% for EFRT (p=0.003). As previously reported, fertility was informally assessed, but premature menopause was not observed and both men and women conceived after IFRT + VBM. Conclusion: The reduction of radiation to IFRT, combined with a less toxic chemotherapy in our study, resulted in excellent long-term OS that was significantly superior to EFRT. The survival data with IFRT + VBM also compare favorably with our historical EFRT experience. Moreover, these results have implications for current combined modality therapy where much lower doses of RT, more limited fields and brief chemotherapy should lead to even less late morbidity and mortality. No significant financial relationships to disclose.
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Advani RH, Hoppe RT, Rosenberg SA, Horning SJ. Incidence of secondary leukemia/myelodysplasia (AML/MDS) in Hodgkin’s disease (HD) with three generations of therapy at Stanford University. J Clin Oncol 2006. [DOI: 10.1200/jco.2006.24.18_suppl.7516] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
7516 Background: Long term HD survivors have an increased risk of therapy-related AML/MDS that peaks about 5 years (yr) after alkylating agent (AA)-based chemotherapy (CT). Successive generations of Stanford studies limited AA exposure to address this risk. Methods: Patients (pt) treated with CT from 1974–2003 (RT only excluded) were retrospectively analyzed. S study pt received AA-based CT (MOPP or PAVE) alone (6%), with involved (IF) (21%) or extended field (EF) radiotherapy (RT) (73%); C pt received AA-based CT alone (26%) or with RT (37%) or non-AA-based CT (VBM or ABVD) + IFRT (37%); G pt received VBM + IFRT (12%) or the Stanford V + RT regimen (88%). Results: 21 (3.3%) of 639 pt developed AML/MDS: 13 after primary and 8 after secondary CT. AML/MDS incidence was significantly less in G pt (0.3%) compared to S (6.7%) and C pt (4.5%), p < 0.0001 and remained significant when pt followed <5 yr (18%) were excluded, p = 0.001. Secondary therapy was required more often for S (29%) and C (28%) pt than G (11%) pt. Number and Percent of AML/MDS in Three Eras Conclusion: AML/MDS was rare in the current Stanford V regimen era, indicating that limiting the cumulative dose of AA CT in combination with lesser RT volumes have significantly reduced the incidence of leukemia and the need for secondary CT. Longer follow-up is required to assess the impact of the Stanford V regimen on solid tumor and cardio-vascular risks. [Table: see text] No significant financial relationships to disclose.
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Yang JC, Beck KE, Blansfield JA, Tran KQ, Lowy I, Rosenberg SA. Tumor regression in patients with metastatic renal cancer treated with a monoclonal antibody to CTLA4 (MDX-010). J Clin Oncol 2005. [DOI: 10.1200/jco.2005.23.16_suppl.2501] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Nagorsen D, Panelli M, Dudley ME, Finkelstein SE, Rosenberg SA, Marincola FM. Biased epitope selection by recombinant vaccinia-virus (rVV)-infected mature or immature dendritic cells. Gene Ther 2003; 10:1754-65. [PMID: 12939642 PMCID: PMC2275329 DOI: 10.1038/sj.gt.3302066] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Recombinant expression vectors represent a powerful way to deliver whole antigens (Ags) for immunization. Sustained Ag expression in vector-infected dendritic cells (DC) combines Ag-specific stimulation with powerful costimulation and, simultaneously, through 'self-selection' of ad hoc epitopes broadens the scope of immunization beyond restrictions posed by individual patients' human leukocyte antigen (HLA) phenotype. In this study, therefore, we evaluated the efficiency of a recombinant vaccinia virus encoding the gp100/PMel17 melanoma Ag (rVV-gp100) to infect immature (iDC) or mature dendritic cells (mDC) derived from circulating mononuclear cells and the effect of infection on their status of maturation. In addition, we tested the ability of rVV-gp100-infected iDC and mDC to present the HLA-A*0201-associated gp100:209-217 epitope (g209). Irrespective of status of maturation, rVV-gp100 infection induced gp100 expression while only partially reversing the expression of some maturation markers. However, endogenous presentation of the wild-type g209 epitope was inefficient. The low efficiency was epitope-specific since infection of DC with rVV encoding a gp100 construct containing the modified gp100:209-217 (210M) (g209-2M) epitope characterized by high binding affinity for HLA-A*0201 restored efficient Ag presentation. Presentation of an HLA-class II-associated epitope and cytokine release by DC was not altered by rVV infection. Thus, Ag expression driven by rVV may be an efficient strategy for whole Ag delivery. However, since the effectiveness of Ag processing and presentation is subject to stringent HLA/epitope pairing, and for other yet undefined rules, the assumption that whole Ag delivery may circumvent HLA restriction is incorrect and recombinant expression vectors encoding well-characterized polyepitopic constructs may prove more effective.
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Liu K, Rosenberg SA. Transduction of an IL-2 gene into human melanoma-reactive lymphocytes results in their continued growth in the absence of exogenous IL-2 and maintenance of specific antitumor activity. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2001; 167:6356-65. [PMID: 11714800 PMCID: PMC2430884 DOI: 10.4049/jimmunol.167.11.6356] [Citation(s) in RCA: 88] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
IL-2-dependent activated cells undergo apoptotic death when IL-2 is withdrawn either in vitro or after in vivo cell transfer. To attempt to sustain their survival after IL-2 withdrawal, melanoma-reactive human T lymphocytes were retrovirally transduced with an exogenous human IL-2 gene. Transduced PBMC and cloned CD8+ T cells produced IL-2 and maintained viability after IL-2 withdrawal. Upon restimulation, IL-2 transductants proliferated in the absence of exogenous IL-2 and could be actively grown, and their survival could be maintained without added IL-2 for over 8 wk. PBMCs similarly transduced with a control vector did not produce IL-2 and failed to proliferate in the absence of IL-2. A CD8+ T cell clone, when transduced with an IL-2 gene, manifested the same phenotypes as PBMCs in the absence of exogenous IL-2. Furthermore, an Ab reactive with the alpha-chain of IL-2R complex reduced the viability mediated by IL-2 secretion of the IL-2 transductants. Moreover, transduction of an IL-2 gene did not affect the high degree of recognition and specificity of transductants against melanoma targets. These tumor-reactive IL-2 transductants may be valuable for in vitro studies and for improved adoptive transfer therapies for patients with metastatic melanoma.
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