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  • 1
    In: npj Genomic Medicine, Springer Science and Business Media LLC, Vol. 2, No. 1 ( 2017-04-07)
    Abstract: Appreciation for genomic and immune heterogeneity in cancer has grown though the relationship of these factors to treatment response has not been thoroughly elucidated. To better understand this, we studied a large cohort of melanoma patients treated with targeted therapy or immune checkpoint blockade ( n  = 60). Heterogeneity in therapeutic responses via radiologic assessment was observed in the majority of patients. Synchronous melanoma metastases were analyzed via deep genomic and immune profiling, and revealed substantial genomic and immune heterogeneity in all patients studied, with considerable diversity in T cell frequency, and few shared T cell clones ( 〈 8% on average) across the cohort. Variables related to treatment response were identified via these approaches and through novel radiomic assessment. These data yield insight into differential therapeutic responses to targeted therapy and immune checkpoint blockade in melanoma, and have key translational implications in the age of precision medicine.
    Type of Medium: Online Resource
    ISSN: 2056-7944
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2017
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  • 2
    In: Science Translational Medicine, American Association for the Advancement of Science (AAAS), Vol. 9, No. 379 ( 2017-03)
    Abstract: Immune checkpoint blockade produces clinical benefit in many patients. However, better biomarkers of response are still needed, and mechanisms of resistance remain incompletely understood. To address this, we recently studied a cohort of melanoma patients treated with sequential checkpoint blockade against cytotoxic T lymphocyte antigen–4 (CTLA-4) followed by programmed death receptor–1 (PD-1) and identified immune markers of response and resistance. Building on these studies, we performed deep molecular profiling including T cell receptor sequencing and whole-exome sequencing within the same cohort and demonstrated that a more clonal T cell repertoire was predictive of response to PD-1 but not CTLA-4 blockade. Analysis of CNAs identified a higher burden of copy number loss in nonresponders to CTLA-4 and PD-1 blockade and found that it was associated with decreased expression of genes in immune-related pathways. The effect of mutational load and burden of copy number loss on response was nonredundant, suggesting the potential utility of a combinatorial biomarker to optimize patient care with checkpoint blockade therapy.
    Type of Medium: Online Resource
    ISSN: 1946-6234 , 1946-6242
    Language: English
    Publisher: American Association for the Advancement of Science (AAAS)
    Publication Date: 2017
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  • 3
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 76, No. 14_Supplement ( 2016-07-15), p. 2392-2392
    Abstract: There have been significant advances in the treatment of metastatic melanoma through targeted and immunotherapy, however a significant proportion of patients still progress on these regimens with many experiencing mixed responses. Intense research efforts to better understand resistance are underway, and multiple molecular resistance mechanisms to targeted therapy have been identified. The appreciation of genetic heterogeneity as a contributor to resistance to therapy has grown, though immune heterogeneity has been poorly characterized. The goal of the present study is to better understand the molecular and immune heterogeneity in synchronous melanoma metastases at the time of disease progression. In this study, we prospectively evaluated 32 tumors from 15 patients who were treatment-naïve (n = 4), or had received prior targeted (n = 4) or immunotherapy (n = 7). Whole exome sequencing demonstrated between 4-41% of non-synonymous exonic mutations (NSEM) were restricted to individual tumors within a patient. Deep profiling of infiltrating immune cell subsets by flow cytometry and immunohistochemistry analyses confirmed the immune infiltrate between synchronous metastases to be highly heterogeneous, specifically in regards to CD4 and CD8 T lymphocytes. In aggregate, 92% of these T cell clones were unique to distinct tumors within the same patient, with limited overlap with clones detected in the blood. NetMHC3.4 neoantigen prediction demonstrated a large fraction of predicted neoantigens were restricted to individual tumors, with over 10% of these presenting extremely high predicted affinity. Importantly, analysis of RECIST measurements of individual lesions within the same patient suggested this molecular and immune heterogeneity could contribute to differential tumor growth and response to therapy within the same patient. This has important clinical implications, and suggests a single tumor biopsy may not be sufficiently representative of the molecular and immune landscape of multiple tumors within the same individual. Citation Format: Alexandre Reuben, Christine N. Spencer, Peter A. Prieto, John P. Miller, Xizeng Mao, Wei-Shen Chen, Hannah Cheung, Hong Jiang, Cara Haymaker, Mariana Petaccia De Macedo, Haven R. Garber, Pei-Ling Chen, Vancheswaran Gopalakrishnan, Jacob Austin-Breneman, Courtney W. Hudgens, Jason Roszik, Patrick Hwu, Scott E. Woodman, Lynda Chin, Michael A. Davies, Rodabe N. Amaria, Sapna P. Patel, Alexander J. Lazar, Michael T. Tetzlaff, Karen C. Dwyer, Ignacio I. Wistuba, Padmanee Sharma, James P. Allison, Jianhua Zhang, Andrew Futreal, Zachary A. Cooper, Jennifer A. Wargo. Genomic and immune heterogeneity in synchronous melanoma metastases is associated with differential tumor growth and response to therapy. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 2392.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2016
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  • 4
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 79, No. 13_Supplement ( 2019-07-01), p. 1493-1493
    Abstract: Background: The gut microbiome is increasingly being recognized as a strong modulator of anti-PD1 based cancer immunotherapy. Compelling evidence demonstrates differential bacterial enrichment and diversity in responders (R) versus non-responders (NR), mediated by profound influences on systemic and anti-tumor immune infiltrates. However, this has not been studied in the setting of treatment with combined immune checkpoint blockade (CICB), which is associated with superior response rates, but higher rates of potentially debilitating toxicities. Methods: We assembled a cohort of patients with metastatic melanoma receiving CICB (n=54). All patients were classified as R (n=31, CR + PR) or NR (n=23, SD + PD) based on RECIST v1.1, and as having grade 3 or higher (T; n=29), or less than grade 3 (NT; n=25) immune related adverse event(s) by NCI CTCAE 4.0 criteria. Baseline stool samples were characterized by 16S rRNA sequencing. Correlative analyses of peripheral immune cell populations by flow cytometry (n=12) and circulating T cell repertoire by TCR-sequencing (n=12) were done on matched pre-treatment blood samples. Results: The overall gut microbial landscape in these patients was varied with high abundance of Bacteroidales and Clostridiales. Ordination of beta-diversity distances revealed a lack of clustering by subtype of primary tumor (uveal, mucosal, cutaneous) consistent with no significant effect of the tumor histology. While no apparent response or toxicity associations were evident based on diversity, notable compositional differences were appreciated. Comparison of relative abundances by LEfSe (LDA & gt;2, p & lt;0.05), and pairwise Mann-Whitney tests revealed an enrichment of Bacteroides stercoris (p=0.03), and Parabacteroides distasonis (p=0.04) in R, and Lactobacillales (p=0.005) in NR. Consistent with our prior findings, the median relative abundance of the order Clostridiales was again higher in R (0.34) versus NR (0.26). On the other hand, Bacteroides intestinalis (p=0.01) and Anaerotignum lactatifermentans (p=0.006) were enriched in T and NT, respectively. Importantly, correlative analyses with circulating immune cell subsets revealed distinct associations by differential bacterial enrichment (including positive correlations between overall CD8+ T-cell abundance and R-taxa), and a clustering effect by high or low T-cell repertoire entropy. Conclusion: These findings build on our prior work and support the notion of a close link between the gut microbiome and therapeutic outcomes to checkpoint blockade therapy. Extensive studies are underway in both matched human biospecimens and in pre-clinical models to further understand mechanisms of interactions with immune markers, and to establish causality. Taken together, these data support a critical role for the gut microbiome as both a predictive tool and therapeutic target. Citation Format: Vancheswaran Gopalakrishnan, Miles Andrews, Wei-Shen Chen, Christine Spencer, Luis Vence, Alexandre Reuben, Zachary A. Cooper, Peter A. Prieto, Michael T. Tetzlaff, MA Abdul Wadud Khan, Alexander Lazar, Courtney W. Hudgens, Lauren E. Haydu, Hussein A. Tawbi, Patrick Hwu, Wen-Jen Hwu, Rodabe N. Amaria, Elizabeth M. Burton, Scottt E. Woodman, Adi Diab, Sapna P. Patel, Isabella C. Glitza, Jianhua Zhang, Joseph Petrosino, Robert R. Jenq, Michael A. Davies, Jeffrey E. Gershenwald, Padmanee Sharma, James P. Allison, Andrew Futreal, Jennifer A. Wargo. Therapeutic efficacy and tolerability of combined immune checkpoint blockade in metastatic melanoma patients is influenced by the gut microbiome [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1493.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2019
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  • 5
    In: Cancer Discovery, American Association for Cancer Research (AACR), Vol. 5, No. 8 ( 2015-08-01), p. 860-877
    Abstract: The molecular underpinnings that drive the heterogeneity of KRAS-mutant lung adenocarcinoma are poorly characterized. We performed an integrative analysis of genomic, transcriptomic, and proteomic data from early-stage and chemorefractory lung adenocarcinoma and identified three robust subsets of KRAS-mutant lung adenocarcinoma dominated, respectively, by co-occurring genetic events in STK11/LKB1 (the KL subgroup), TP53 (KP), and CDKN2A/B inactivation coupled with low expression of the NKX2-1 (TTF1) transcription factor (KC). We further revealed biologically and therapeutically relevant differences between the subgroups. KC tumors frequently exhibited mucinous histology and suppressed mTORC1 signaling. KL tumors had high rates of KEAP1 mutational inactivation and expressed lower levels of immune markers, including PD-L1. KP tumors demonstrated higher levels of somatic mutations, inflammatory markers, immune checkpoint effector molecules, and improved relapse-free survival. Differences in drug sensitivity patterns were also observed; notably, KL cells showed increased vulnerability to HSP90-inhibitor therapy. This work provides evidence that co-occurring genomic alterations identify subgroups of KRAS-mutant lung adenocarcinoma with distinct biology and therapeutic vulnerabilities. Significance: Co-occurring genetic alterations in STK11/LKB1, TP53, and CDKN2A/B—the latter coupled with low TTF1 expression—define three major subgroups of KRAS-mutant lung adenocarcinoma with distinct biology, patterns of immune-system engagement, and therapeutic vulnerabilities. Cancer Discov; 5(8); 860–77. ©2015 AACR. This article is highlighted in the In This Issue feature, p. 783
    Type of Medium: Online Resource
    ISSN: 2159-8274 , 2159-8290
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2015
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  • 6
    In: Cell Stem Cell, Elsevier BV, Vol. 23, No. 5 ( 2018-11), p. 700-713.e6
    Type of Medium: Online Resource
    ISSN: 1934-5909
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2018
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  • 7
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 79, No. 13_Supplement ( 2019-07-01), p. 3776-3776
    Abstract: Sustained periods of apparent clinical benefit despite lack of objective response are well known in a subpopulation of advanced melanoma patients. Inter-individual heterogeneity in response of separate tumors is common, characterizing complex overall response patterns. The molecular and cellular dynamics facilitating such long-term survival and heterogeneous response is poorly understood, particularly in the era of exposure to multiple potentially active therapies. We studied an exceptional case of long-term survival in a patient with non-responding metastatic melanoma in order to characterize the clonal and microenvironmental factors active across 3 time points. We performed immunogenomic analyses of 3 metachronous tumors, including a systemic therapy-naïve mass, 67 intratumor sub-regions of a non-responding mass during PD-1 inhibitor therapy, and a post-PD-1 inhibitor mass. We profiled samples using whole exome sequencing, RNA-sequencing (RNA-seq), immunohistochemistry (IHC), and T cell receptor sequencing. Longitudinal, spatial, and cross-modal analyses were performed. Longitudinal analyses identified mutations in several genes known to be associated with targeted or immune therapy resistance affecting distinct metastases. Genomic intratumoral heterogeneity (ITH) was primarily driven by subclonal copy number alterations that showed evidence of spatially-distinct evolution which may be in response to selective pressures at the tumor margin. RNA-seq revealed an unexpectedly high degree of ITH characterized by limited group-level gene or pathway associations with physical or immune characteristics of each site. Spatially-distinct pockets of immune activation and suppression were observed throughout the PD-1 inhibitor resistant metastasis despite a largely immune-excluded phenotype seen on IHC. A specific T cell Vβ CDR3 rearrangement was identified as dominant and recurrent not only across multiple spatial points within a single tumor mass, but also across metachronous tumors spanning the patient’s disease course. Immunophenotyping of the T cell population with single-cell RNA-seq suggested repeated T-cell priming events leading to the persistence of both activated and exhausted T cells bearing the same TCR-β at any given time. Our findings highlight an unexpected level of genomic and immune heterogeneity in metastatic melanoma tumors of a long-term surviving patient. The observed degree of ITH across local tumor microenvironments reiterates the inherent limitations to identifying robust and reproducible predictive biomarkers of therapy response based on limited physical sampling of tumors. Further spatiotemporal analysis of metastatic lesions in the context of immune checkpoint blockade will be required to determine how the mechanisms driving convergent microenvironmental phenotypes may be harnessed for therapeutic gain. Citation Format: Akash Mitra, Miles C. Andrews, Whijae Roh, Mariana P. de Macedo, Alexandre Reuben, Fernando Carapeto, Feng Wang, Sangeetha M. Reddy, Khalida Wani, Christine Spencer, John Miller, Aislyn Schalck, Latasha D. Little, Donald A. Sakellariou-Thompson, Curtis Gumbs, Wen-Jen Hwu, Chantale Bernatchez, Jianhua Zhang, Patrick Hwu, Nicholas Navin, Padmanee Sharma, James P. Allison, Jennifer Wargo, Alexander J. Lazar, Philip A. Futreal. Spatially resolved immunogenomic analyses reveal diverse sub tumoral microenvironments in the context of melanoma immunotherapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 3776.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2019
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  • 8
    In: Cancer Discovery, American Association for Cancer Research (AACR), Vol. 7, No. 10 ( 2017-10-01), p. 1088-1097
    Abstract: Genomic intratumor heterogeneity (ITH) may be associated with postsurgical relapse of localized lung adenocarcinomas. Recently, mutations, through generation of neoantigens, were shown to alter tumor immunogenicity through T-cell responses. Here, we performed sequencing of the T-cell receptor (TCR) in 45 tumor regions from 11 localized lung adenocarcinomas and observed substantial intratumor differences in T-cell density and clonality with the majority of T-cell clones restricted to individual tumor regions. TCR ITH positively correlated with predicted neoantigen ITH, suggesting that spatial differences in the T-cell repertoire may be driven by distinct neoantigens in different tumor regions. Finally, a higher degree of TCR ITH was associated with an increased risk of postsurgical relapse and shorter disease-free survival, suggesting a potential clinical significance of T-cell repertoire heterogeneity. Significance: The present study provides insights into the ITH of the T-cell repertoire in localized lung adenocarcinomas and its potential biological and clinical impact. The results suggest that T-cell repertoire ITH may be tightly associated to genomic ITH and disease relapse. Cancer Discov; 7(10); 1088–97. ©2017 AACR. This article is highlighted in the In This Issue feature, p. 1047
    Type of Medium: Online Resource
    ISSN: 2159-8274 , 2159-8290
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2017
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  • 9
    In: Blood, American Society of Hematology, Vol. 131, No. 16 ( 2018-04-19), p. 1820-1832
    Abstract: Cancer gene mutations affect treatment response and survival in patients with CLL treated with lenalidomide. The assessment of cancer gene mutations may be useful in the risk stratification of CLL patients.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2018
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  • 10
    In: Cancer Discovery, American Association for Cancer Research (AACR), Vol. 8, No. 5 ( 2018-05-01), p. 556-567
    Abstract: Combined MEK and CDK4/6 inhibition (MEKi + CDK4i) has shown promising clinical outcomes in patients with NRAS-mutant melanoma. Here, we interrogated longitudinal biopsies from a patient who initially responded to MEKi + CDK4i therapy but subsequently developed resistance. Whole-exome sequencing and functional validation identified an acquired PIK3CAE545K mutation as conferring drug resistance. We demonstrate that PIK3CAE545K preexisted in a rare subpopulation that was missed by both clinical and research testing, but was revealed upon multiregion sampling due to PIK3CAE545K being nonuniformly distributed. This resistant population rapidly expanded after the initiation of MEKi + CDK4i therapy and persisted in all successive samples even after immune checkpoint therapy and distant metastasis. Functional studies identified activated S6K1 as both a key marker and specific therapeutic vulnerability downstream of PIK3CAE545K-induced resistance. These results demonstrate that difficult-to-detect preexisting resistance mutations may exist more often than previously appreciated and also posit S6K1 as a common downstream therapeutic nexus for the MAPK, CDK4/6, and PI3K pathways. Significance: We report the first characterization of clinical acquired resistance to MEKi + CDK4i, identifying a rare preexisting PIK3CAE545K subpopulation that expands upon therapy and exhibits drug resistance. We suggest that single-region pretreatment biopsy is insufficient to detect rare, spatially segregated drug-resistant subclones. Inhibition of S6K1 is able to resensitize PIK3CAE545K-expressing NRAS-mutant melanoma cells to MEKi + CDK4i. Cancer Discov; 8(5); 556–67. ©2018 AACR. See related commentary by Sullivan, p. 532. See related article by Teh et al., p. 568. This article is highlighted in the In This Issue feature, p. 517
    Type of Medium: Online Resource
    ISSN: 2159-8274 , 2159-8290
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2018
    detail.hit.zdb_id: 2607892-2
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