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Serial single-cell profiling analysis of metastatic TNBC during Nab-paclitaxel and pembrolizumab treatment
Deng, Jiehui; Thennavan, Aatish; Shah, Suhagi; Bagdatlioglu, Ece; Klar, Natalie; Heguy, Adriana; Marier, Christian; Meyn, Peter; Zhang, Yutong; Labbe, Kristen; Almonte, Christina; Krogsgaard, Michelle; Perou, Charles M; Wong, Kwok-Kin; Adams, Sylvia
PURPOSE/OBJECTIVE:Immunotherapy has recently been shown to improve outcomes for advanced PD-L1-positive triple-negative breast cancer (TNBC) in the Impassion130 trial, leading to FDA approval of the first immune checkpoint inhibitor in combination with taxane chemotherapy. To further develop predictive biomarkers and improve therapeutic efficacy of the combination, interrogation of the tumor immune microenvironment before therapy as well as during each component of treatment is crucial. Here we use single-cell RNA sequencing (scRNA-seq) on tumor biopsies to assess immune cell changes from two patients with advanced TNBC treated in a prospective trial at predefined serial time points, before treatment, on taxane chemotherapy and on chemo-immunotherapy. METHODS:Both patients (one responder and one progressor) received the trial therapy, in cycle 1 nab-paclitaxel given as single agent, in cycle 2 nab-paclitaxel in combination with pembrolizumab. Tumor core biopsies were obtained at baseline, 3 weeks (after cycle 1, chemotherapy alone) and 6 weeks (after cycle 2, chemo-immunotherapy). Single-cell RNA sequencing (scRNA-seq) of both cancer cells and infiltrating immune cells isolated were performed from fresh tumor core biopsy specimens by 10 × chromium sequencing. RESULTS:). In contrast, tumors from the patient with rapid disease progression showed a prevalent and persistent myeloid compartment. CONCLUSIONS:Our study provides a deep cellular analysis of on-treatment changes during chemo-immunotherapy for advanced TNBC, demonstrating not only feasibility of single-cell analyses on serial tumor biopsies but also the heterogeneity of TNBC and differences in on-treatment changes in responder versus progressor.
PMID: 32949350
ISSN: 1573-7217
CID: 4605282
MUC1-C integrates activation of the IFN-γ pathway with suppression of the tumor immune microenvironment in triple-negative breast cancer
Yamashita, Nami; Long, Mark; Fushimi, Atsushi; Yamamoto, Masaaki; Hata, Tsuyoshi; Hagiwara, Masayuki; Bhattacharya, Atrayee; Hu, Qiang; Wong, Kwok-Kin; Liu, Song; Kufe, Donald
BACKGROUND:Immune checkpoint inhibitors (ICIs) have had a profound impact on the treatment of many tumors; however, their effectiveness against triple-negative breast cancers (TNBCs) has been limited. One factor limiting responsiveness of TNBCs to ICIs is a lack of functional tumor-infiltrating lymphocytes (TILs) in 'non-inflamed' or 'cold' tumor immune microenvironments (TIMEs), although by unknown mechanisms. Targeting MUC1-C in a mouse transgenic TNBC tumor model increases cytotoxic tumor-infiltrating CD8+ T cells (CTLs), supporting a role for MUC1-C in immune evasion. The basis for these findings and whether they extend to human TNBCs are not known. METHODS:Human TNBC cells silenced for MUC1-C using short hairpin RNAs (shRNAs) were analyzed for the effects of MUC1-C on global transcriptional profiles. Differential expression and rank order analysis was used for gene set enrichment analysis (GSEA). Gene expression was confirmed by quantitative reverse-transcription PCR and immunoblotting. The The Cancer Genome Atlas Breast Invasive Carcinoma (TCGA-BRCA) and Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) datasets were analyzed for effects of MUC1 on GSEA, cell-type enrichment, and tumor immune dysfunction and exclusion. Single-cell scRNA-seq datasets of TNBC samples were analyzed for normalized expression associations between MUC1 and selected genes within tumor cells. RESULTS:Our results demonstrate that MUC1-C is a master regulator of the TNBC transcriptome and that MUC1-C-induced gene expression is driven by STAT1 and IRF1. We found that MUC1-C activates the inflammatory interferon (IFN)-γ-driven JAK1→STAT1→IRF1 pathway and induces the IDO1 and COX2/PTGS2 effectors, which play key roles in immunosuppression. Involvement of MUC1-C in activating the immunosuppressive IFN-γ pathway was extended by analysis of human bulk and scRNA-seq datasets. We further demonstrate that MUC1 associates with the depletion and dysfunction of CD8+ T cells in the TNBC TIME. CONCLUSIONS:These findings demonstrate that MUC1-C integrates activation of the immunosuppressive IFN-γ pathway with depletion of TILs in the TNBC TIME and provide support for MUC1-C as a potential target for improving TNBC treatment alone and in combination with ICIs. Of translational significance, MUC1-C is a druggable target with chimeric antigen receptor (CAR) T cells, antibody-drug conjugates (ADCs) and a functional inhibitor that are under clinical development.
PMCID:7839859
PMID: 33495298
ISSN: 2051-1426
CID: 4798872
Multiple screening approaches reveal HDAC6 as a novel regulator of glycolytic metabolism in triple-negative breast cancer
Dowling, CatrÃona M; Hollinshead, Kate E R; Di Grande, Alessandra; Pritchard, Justin; Zhang, Hua; Dillon, Eugene T; Haley, Kathryn; Papadopoulos, Eleni; Mehta, Anita K; Bleach, Rachel; Lindner, Andreas U; Mooney, Brian; Düssmann, Heiko; O'Connor, Darran; Prehn, Jochen H M; Wynne, Kieran; Hemann, Michael; Bradner, James E; Kimmelman, Alec C; Guerriero, Jennifer L; Cagney, Gerard; Wong, Kwok-Kin; Letai, Anthony G; Chonghaile, TrÃona NÃ
Triple-negative breast cancer (TNBC) is a subtype of breast cancer without a targeted form of therapy. Unfortunately, up to 70% of patients with TNBC develop resistance to treatment. A known contributor to chemoresistance is dysfunctional mitochondrial apoptosis signaling. We set up a phenotypic small-molecule screen to reveal vulnerabilities in TNBC cells that were independent of mitochondrial apoptosis. Using a functional genetic approach, we identified that a "hit" compound, BAS-2, had a potentially similar mechanism of action to histone deacetylase inhibitors (HDAC). An in vitro HDAC inhibitor assay confirmed that the compound selectively inhibited HDAC6. Using state-of-the-art acetylome mass spectrometry, we identified glycolytic substrates of HDAC6 in TNBC cells. We confirmed that inhibition or knockout of HDAC6 reduced glycolytic metabolism both in vitro and in vivo. Through a series of unbiased screening approaches, we have identified a previously unidentified role for HDAC6 in regulating glycolytic metabolism.
PMCID:7810372
PMID: 33523897
ISSN: 2375-2548
CID: 4775962
Shining a light on metabolic vulnerabilities in non-small cell lung cancer
Dowling, CatrÃona M; Zhang, Hua; Chonghaile, TrÃona NÃ; Wong, Kwok-Kin
Metabolic reprogramming is a hallmark of cancer which contributes to essential processes required for cell survival, growth, and proliferation. Non-small cell lung cancer (NSCLC) is the most common type of lung cancer and its genomic classification has given rise to the design of therapies targeting tumors harboring specific gene alterations that cause aberrant signaling. Lung tumors are characterized with having high glucose and lactate use, and high heterogeneity in their metabolic pathways. Here we review how NSCLC cells with distinct mutations reprogram their metabolic pathways and highlight the potential metabolic vulnerabilities that might lead to the development of novel therapeutic strategies.
PMID: 33130228
ISSN: 1879-2561
CID: 4684092
RIP1 Kinase Drives Macrophage-Mediated Adaptive Immune Tolerance in Pancreatic Cancer
Wang, Wei; Marinis, Jill M; Beal, Allison M; Savadkar, Shivraj; Wu, Yue; Khan, Mohammed; Taunk, Pardeep S; Wu, Nan; Su, Wenyu; Wu, Jingjing; Ahsan, Aarif; Kurz, Emma; Chen, Ting; Yaboh, Inedouye; Li, Fei; Gutierrez, Johana; Diskin, Brian; Hundeyin, Mautin; Reilly, Michael; Lich, John D; Harris, Philip A; Mahajan, Mukesh K; Thorpe, James H; Nassau, Pamela; Mosley, Julie E; Leinwand, Joshua; Kochen Rossi, Juan A; Mishra, Ankita; Aykut, Berk; Glacken, Michael; Ochi, Atsuo; Verma, Narendra; Kim, Jacqueline I; Vasudevaraja, Varshini; Adeegbe, Dennis; Almonte, Christina; Bagdatlioglu, Ece; Cohen, Deirdre J; Wong, Kwok-Kin; Bertin, John; Miller, George
PMID: 33049209
ISSN: 1878-3686
CID: 4632692
BRG1 Loss Predisposes Lung Cancers to Replicative Stress and ATR Dependency
Gupta, Manav; Concepcion, Carla P; Fahey, Caroline G; Keshishian, Hasmik; Bhutkar, Arjun; Brainson, Christine F; Sanchez-Rivera, Francisco J; Pessina, Patrizia; Kim, Jonathan Y; Simoneau, Antoine; Paschini, Margherita; Beytagh, Mary C; Stanclift, Caroline R; Schenone, Monica; Mani, D R; Li, Chendi; Oh, Audris; Li, Fei; Hu, Hai; Karatza, Angeliki; Bronson, Roderick T; Shaw, Alice T; Hata, Aaron N; Wong, Kwok-Kin; Zou, Lee; Carr, Steven A; Jacks, Tyler; Kim, Carla F
Inactivation of SMARCA4/BRG1, the core ATPase subunit of mammalian SWI/SNF complexes, occurs at very high frequencies in non-small cell lung cancers (NSCLC). There are no targeted therapies for this subset of lung cancers, nor is it known how mutations in BRG1 contribute to lung cancer progression. Using a combination of gain- and loss-of-function approaches, we demonstrate that deletion of BRG1 in lung cancer leads to activation of replication stress responses. Single-molecule assessment of replication fork dynamics in BRG1-deficient cells revealed increased origin firing mediated by the prelicensing protein, CDC6. Quantitative mass spectrometry and coimmunoprecipitation assays showed that BRG1-containing SWI/SNF complexes interact with RPA complexes. Finally, BRG1-deficient lung cancers were sensitive to pharmacologic inhibition of ATR. These findings provide novel mechanistic insight into BRG1-mutant lung cancers and suggest that their dependency on ATR can be leveraged therapeutically and potentially expanded to BRG1-mutant cancers in other tissues. SIGNIFICANCE: These findings indicate that inhibition of ATR is a promising therapy for the 10% of non-small cell lung cancer patients harboring mutations in SMARCA4/BRG1. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/80/18/3841/F1.large.jpg.
PMCID:7501156
PMID: 32690724
ISSN: 1538-7445
CID: 4789742
Epigenetic CRISPR screens identify Npm1 as a therapeutic vulnerability in non-small cell lung cancer
Li, Fei; Ng, Wai-Lung; Luster, Troy A; Hu, Hai; Sviderskiy, Vladislav O; Dowling, CatrÃona M; Hollinshead, Kate E R; Zouitine, Paula; Zhang, Hua; Huang, Qingyuan; Ranieri, Michela; Wang, Wei; Fang, Zhaoyuan; Chen, Ting; Deng, Jiehui; Zhao, Kai; So, Hon-Cheong; Khodadadi-Jamayran, Alireza; Xu, Mousheng; Karatza, Angeliki; Pyon, Val; Li, Shuai; Pan, Yuanwang; Labbe, Kristen; Almonte, Christina; Poirier, John T; Miller, George; Possemato, Richard; Qi, Jun; Wong, Kwok-Kin
Despite advancements in treatment options, the overall cure and survival rates for non-small cell lung cancers (NSCLC) remain low. While small-molecule inhibitors of epigenetic regulators have recently emerged as promising cancer therapeutics, their application in patients with NSCLC is limited. To exploit epigenetic regulators as novel therapeutic targets in NSCLC, we performed pooled epigenome-wide CRISPR knockout screens in vitro and in vivo and identified the histone chaperone nucleophosmin 1 (NPM1) as a potential therapeutic target. Genetic ablation of Npm1 significantly attenuated tumor progression in vitro and in vivo. Furthermore, KRAS-mutant cancer cells were more addicted to NPM1 expression. Genetic ablation of Npm1 rewired the balance of metabolism in cancer cells from predominant aerobic glycolysis to oxidative phosphorylation and reduced the population of tumor-propagating cells. Overall, our results support NPM1 as a therapeutic vulnerability in NSCLC.
PMID: 32646968
ISSN: 1538-7445
CID: 4518022
Ground-glass opacity-featured lung adenocarcinoma has no response to chemotherapy
Zhang, Yang; Deng, Chaoqiang; Ma, Xiao; Gao, Zhendong; Wang, Shengping; Zheng, Qiang; Xia, Guozhan; Wen, Zhexu; Han, Han; Fu, Fangqiu; Liu, Quan; Hu, Hong; Li, Yuan; Wong, Kwok-Kin; Chen, Haiquan
PURPOSE/OBJECTIVE:We aimed to investigate the treatment effect of chemotherapy on ground-glass opacity (GGO)-featured lung adenocarcinoma radiologically and pathologically. METHODS:This retrospective study included patients who met the following criteria: (1) presence of lung GGO lesions before chemotherapy for other concurrent malignancies; (2) underwent surgical resection of GGO-featured primary lung adenocarcinoma. The last computed tomography images before chemotherapy (CT1) and the last images before GGO resection (CT2) were reviewed to assess radiologic response. Specimens of the resected tumors were reviewed to evaluate the histopathologic response. Immunohistochemical staining of ki-67, caspase-3 and β-gal was performed and compared between these tumors and a propensity score-matched (1:1) cohort of GGO-featured lung adenocarcinoma without prior chemotherapy. RESULTS:Forty-four patients with 55 GGO lesions were included. There were 20 mixed GGOs and 22 invasive adenocarcinomas. These patients all received at least three cycles of chemotherapy for other concurrent malignancies in breast, lung, cervix, ovary or rectum. Thirty-four (77%) patients received chemotherapy regimens that contained platinum, pemetrexed, paclitaxel, docetaxel or gemcitabine. The median interval between CT1 and CT2 was 10 months. Radiologically, all the GGO lesions either remained unchanged or enlarged. There was no chemotherapy-induced histopathologic response (necrosis, fibrosis or inflammation) in any of these tumors. The protein expression of ki-67, caspase-3 and β-gal was comparable between GGO-featured lung adenocarcinoma with or without prior chemotherapy. CONCLUSION/CONCLUSIONS:GGO-featured lung adenocarcinoma has no response to chemotherapy. For these patients, chemotherapy should not be a treatment option.
PMID: 32356178
ISSN: 1432-1335
CID: 4427722
Generation of genetically engineered mouse lung organoid models for squamous cell lung cancers allows for the study of combinatorial immunotherapy
Hai, Josephine; Zhang, Hua; Zhou, Jin; Wu, Zhong; Chen, Ting; Papadopoulos, Eleni; Dowling, CatrÃona M; Pyon, Val; Pan, Yuanwang; Liu, Jie B; Bronson, Roderick T; Silver, Heather; Lizotte, Patrick H; Deng, Jiehui; Campbell, Joshua D; Sholl, Lynette M; Ng, Christine; Tsao, Ming-Sound; Thakurdin, Cassandra; Bass, Adam J; Wong, Kwok-Kin
PURPOSE/OBJECTIVE:Lung squamous cell carcinoma (LSCC) is a deadly disease for which only a subset of patients responds to immune checkpoint blockade (ICB) therapy. Therefore, preclinical mouse models that recapitulate the complex genetic profile found in patients are urgently needed. EXPERIMENTAL DESIGN/METHODS:We used CRISPR genome editing to delete multiple tumor suppressors in lung organoids derived from Cre-dependent SOX2 knock-in mice. We investigated both the therapeutic efficacy and immunological effects accompanying combination PD-1 blockade and WEE1 inhibition in both mouse models and LSCC patient-derived cell lines. RESULTS:We show that multiplex gene editing of mouse lung organoids using the CRISPR-Cas9 system allows for efficient and rapid means to generate LSCCs that closely mimic the human disease at the genomic and phenotypic level. Using this genetically-defined mouse model and three-dimensional tumoroid culture system, we show that WEE1 inhibition induces DNA damage that primes the endogenous type I interferon and antigen presentation system in primary LSCC tumor cells. These events promote cytotoxic T cell-mediated clearance of tumor cells and reduce the accumulation of tumor-infiltrating neutrophils. Beneficial immunological features of WEE1 inhibition are further enhanced by the addition of anti-PD-1 therapy. CONCLUSIONS:We developed a mouse model system to investigate a novel combinatory approach that illuminates a clinical path hypothesis for combining ICB with DNA damage-inducing therapies in the treatment of LSCC.
PMID: 32209571
ISSN: 1078-0432
CID: 4358482
Use of ex vivo patient derived tumor organotypic spheroids to identify combination therapies for HER2mutant non small cell lung cancer
Ivanova, Elena; Kuraguchi, Mari; Xu, Man; Portell, Andrew; Taus, Luke J; Diala, Irmina; Lalani, Alshad S; Choi, Jihyun; Chambers, Emily S; Li, Shuai; Liu, Shengwu; Chen, Ting; Barbie, Thanh U; Oxnard, Geoffrey R; Haworth, Jacob; Wong, Kwok-Kin; Dahlberg, Suzanne E; Aref, Amir; Barbie, David A; Bahcall, Magda; Paweletz, Cloud P; Janne, Pasi A
PURPOSE/OBJECTIVE:system. EXPERIMENTAL DESIGN/METHODS:genetically engineered mouse model (GEMM). RESULTS:was more effective compared to single agent neratinib or trastuzumab and was associated with more robust inhibition of HER2 and downstream signaling. CONCLUSIONS:using PDX tumors. This approach may accelerate the identification and clinical development of therapies for targets with no or few existing models and/or therapies.
PMID: 32034078
ISSN: 1078-0432
CID: 4301622