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Genomic and functional fidelity of small cell lung cancer patient-derived xenografts
Drapkin, Benjamin J; George, Julie; Christensen, Camilla L; Mino-Kenudson, Mari; Dries, Ruben; Sundaresan, Tilak; Phat, Sarah; Myers, David T; Zhong, Jun; Igo, Peter; Hazar-Rethinam, Mehlika H; LiCausi, Joseph A; Gomez-Caraballo, Maria; Kem, Marina; Jani, Kandarp N; Azimi, Roxana; Abedpour, Nima; Menon, Roopika; Lakis, Sotirios; Heist, Rebecca S; Büttner, Reinhard; Haas, Stefan; Sequist, Lecia V; Shaw, Alice T; Wong, Kwok-Kin; Hata, Aaron N; Toner, Mehmet; Maheswaran, Shyamala; Haber, Daniel A; Peifer, Martin; Dyson, Nicholas; Thomas, Roman K; Farago, Anna F
Small cell lung cancer (SCLC) patient-derived xenografts (PDXs) can be generated from biopsies or circulating tumor cells (CTCs), though scarcity of tissue and low efficiency of tumor growth have previously limited these approaches. Applying an established clinical-translational pipeline for tissue collection and an automated microfluidic platform for CTC-enrichment, we generated 17 biopsy-derived PDXs and 17 CTC-derived PDXs in a two-year timeframe, at 89% and 38% efficiency, respectively. Whole exome sequencing showed that somatic alterations are stably maintained between patient tumors and PDXs. Early-passage PDXs maintain the genomic and transcriptional profiles of the founder PDX. In vivo treatment with etoposide and cisplatin (EP) in 30 PDX models demonstrated greater sensitivity in PDXs from EP naïve patients, and resistance to EP corresponded to increased expression of a MYC gene signature. Finally, serial CTC-derived PDXs generated from an individual patient at multiple time points accurately recapitulated the evolving drug sensitivities of that patient's disease. Collectively, this work highlights the translational potential of this strategy.
PMID: 29483136
ISSN: 2159-8290
CID: 2965842
In vivo CRISPR screening unveils histone demethylase UTX as an important epigenetic regulator in lung tumorigenesis
Wu, Qibiao; Tian, Yahui; Zhang, Jian; Tong, Xinyuan; Huang, Hsinyi; Li, Shuai; Zhao, Hong; Tang, Ying; Yuan, Chongze; Wang, Kun; Fang, Zhaoyuan; Gao, Lei; Hu, Xin; Li, Fuming; Qin, Zhen; Yao, Shun; Chen, Ting; Chen, Haiquan; Zhang, Gong; Liu, Wanting; Sun, Yihua; Chen, Luonan; Wong, Kwok-Kin; Ge, Kai; Chen, Liang; Ji, Hongbin
Lung cancer is the leading cause of cancer-related death worldwide. Inactivation of tumor suppressor genes (TSGs) promotes lung cancer malignant progression. Here, we take advantage of the clustered regularly interspaced short palindromic repeats (CRISPR)/Cas9-mediated somatic gene knockout in a KrasG12D/+ mouse model to identify bona fide TSGs. From individual knockout of 55 potential TSGs, we identify five genes, including Utx, Ptip, Acp5, Acacb, and Clu, whose knockout significantly promotes lung tumorigenesis. These candidate genes are frequently down-regulated in human lung cancer specimens and significantly associated with survival in patients with lung cancer. Through crossing the conditional Utx knockout allele to the KrasG12D/+ mouse model, we further find that Utx deletion dramatically promotes lung cancer progression. The tumor-promotive effect of Utx knockout in vivo is mainly mediated through an increase of the EZH2 level, which up-regulates the H3K27me3 level. Moreover, the Utx-knockout lung tumors are preferentially sensitive to EZH2 inhibitor treatment. Collectively, our study provides a systematic screening of TSGs in vivo and identifies UTX as an important epigenetic regulator in lung tumorigenesis.
PMCID:5924887
PMID: 29632194
ISSN: 1091-6490
CID: 3037222
TSC2-deficient tumors have evidence of T cell exhaustion and respond to anti-PD-1/anti-CTLA-4 immunotherapy
Liu, Heng-Jia; Lizotte, Patrick H; Du, Heng; Speranza, Maria C; Lam, Hilaire C; Vaughan, Spencer; Alesi, Nicola; Wong, Kwok-Kin; Freeman, Gordon J; Sharpe, Arlene H; Henske, Elizabeth P
Tuberous sclerosis complex (TSC) is an incurable multisystem disease characterized by mTORC1-hyperactive tumors. TSC1/2 mutations also occur in other neoplastic disorders, including lymphangioleiomyomatosis (LAM) and bladder cancer. Whether TSC-associated tumors will respond to immunotherapy is unknown. We report here that the programmed death 1 coinhibitory receptor (PD-1) is upregulated on T cells in renal angiomyolipomas (AML) and pulmonary lymphangioleiomyomatosis (LAM). In C57BL/6J mice injected with syngeneic TSC2-deficient cells, anti-PD-1 alone decreased 105K tumor growth by 67% (P < 0.0001); the combination of PD-1 and CTLA-4 blockade was even more effective in suppressing tumor growth. Anti-PD-1 induced complete rejection of TSC2-deficient 105K tumors in 37% of mice (P < 0.05). Double blockade of PD-1 and CTLA-4 induced rejection in 62% of mice (P < 0.01). TSC2 reexpression in TSC2-deficient TMKOC cells enhanced antitumor immunity by increasing T cell infiltration and production of IFN-γ/TNF-α by T cells, suggesting that TSC2 and mTORC1 play specific roles in the induction of antitumor immunity. Finally, 1 month of anti-PD-1 blockade reduced renal tumor burden by 53% (P < 0.01) in genetically engineered Tsc2+/- mice. Taken together, these data demonstrate for the first time to our knowledge that checkpoint blockade may have clinical efficacy for TSC and LAM, and possibly other benign tumor syndromes, potentially yielding complete and durable clinical responses.
PMCID:5931128
PMID: 29669930
ISSN: 2379-3708
CID: 3043132
Profound Tissue Specificity in Proliferation Control Underlies Cancer Drivers and Aneuploidy Patterns
Sack, Laura Magill; Davoli, Teresa; Li, Mamie Z; Li, Yuyang; Xu, Qikai; Naxerova, Kamila; Wooten, Eric C; Bernardi, Ronald J; Martin, Timothy D; Chen, Ting; Leng, Yumei; Liang, Anthony C; Scorsone, Kathleen A; Westbrook, Thomas F; Wong, Kwok-Kin; Elledge, Stephen J
Genomics has provided a detailed structural description of the cancer genome. Identifying oncogenic drivers that work primarily through dosage changes is a current challenge. Unrestrained proliferation is a critical hallmark of cancer. We constructed modular, barcoded libraries of human open reading frames (ORFs) and performed screens for proliferation regulators in multiple cell types. Approximately 10% of genes regulate proliferation, with most performing in an unexpectedly highly tissue-specific manner. Proliferation drivers in a given cell type showed specific enrichment in somatic copy number changes (SCNAs) from cognate tumors and helped predict aneuploidy patterns in those tumors, implying that tissue-type-specific genetic network architectures underlie SCNA and driver selection in different cancers. In vivo screening confirmed these results. We report a substantial contribution to the catalog of SCNA-associated cancer drivers, identifying 147 amplified and 107 deleted genes as potential drivers, and derive insights about the genetic network architecture of aneuploidy in tumors.
PMID: 29576454
ISSN: 1097-4172
CID: 3011212
Prospective association between major depressive disorder and leukocyte telomere length over two years
Vance, Mary C; Bui, Eric; Hoeppner, Susanne S; Kovachy, Benjamin; Prescott, Jennifer; Mischoulon, David; Walton, Zandra E; Dong, Melissa; Nadal, Mireya F; Worthington, John J; Hoge, Elizabeth A; Cassano, Paolo; Orr, Esther H; Fava, Maurizio; de Vivo, Immaculata; Wong, Kwok-Kin; Simon, Naomi M
BACKGROUND:Reduced leukocyte telomere length (LTL) has been found to be associated with multiple common age-related diseases, including heart disease, diabetes, and cancer. A link has also been suggested between shortened LTL and major depressive disorder (MDD), suggesting that MDD may be a disease of accelerated aging. This prospective, longitudinal study examined the association between depression diagnosis at baseline and change in LTL over two years in a well-characterized sample of N = 117 adults with or without MDD at baseline, using rigorous entry criteria. METHODS:Participants aged 18-70 were assessed with validated instruments by trained, doctoral-level clinician raters at baseline and at two-year follow-up, and blood samples were obtained at both visits. LTL was assayed under identical methods using quantitative polymerase chain reaction (qPCR). The effect of an MDD diagnosis at baseline on change in LTL over two years was examined via hierarchical mixed models, which included potential confounders. RESULTS:Individuals with MDD at baseline had greater LTL shortening over two years than individuals without MDD (p = 0.03), even after controlling for differences in age, sex, and body mass index (BMI). In the sub-sample of individuals with MDD diagnoses at baseline, no significant associations between LTL change and symptom severity or duration were found. CONCLUSION/CONCLUSIONS:A baseline diagnosis of MDD prospectively predicted LTL shortening over two years. Our results provide further support for MDD as a disease associated with accelerated aging in a well-characterized sample using validated, clinician-rated measures.
PMCID:5864560
PMID: 29499556
ISSN: 1873-3360
CID: 2976862
Autophagy sustains pancreatic cancer growth through both cell autonomous and non-autonomous mechanisms
Yang, Annan; Herter-Sprie, Grit; Zhang, Haikuo; Lin, Elaine Y; Biancur, Douglas; Wang, Xiaoxu; Deng, Jiehui; Hai, Josephine; Yang, Shenghong; Wong, Kwok-Kin; Kimmelman, Alec C
Autophagy has been shown to be elevated in pancreatic adenocarcinoma (PDAC) and its role in promoting established tumor growth has made it a promising therapeutic target. However, due to limitations of prior mouse models as well as the lack of potent and selective autophagy inhibitors, the ability to fully assess the mechanistic basis of how autophagy supports pancreatic cancer has been limited. To test the feasibility of treating PDAC using autophagy inhibition and further our understanding of the mechanisms of pro-tumor effects of autophagy, we developed a novel mouse model that allowed the acute and reversible inhibition of autophagy. We observed that autophagy inhibition causes significant tumor regression in an autochthonous mouse model of PDAC. A detailed analysis of these effects indicated that the tumor regression was likely multifactorial, involving both tumor cell intrinsic as well as host effects. Thus, our study supports autophagy inhibition in PDAC may have future utility in the treatment of pancreatic cancer and illustrates the importance of assessing complex biological processes in relevant autochthonous models.
PMCID:5835190
PMID: 29317452
ISSN: 2159-8290
CID: 2906432
ER stress signaling promotes the survival of cancer 'persister cells' tolerant to EGFR tyrosine kinase inhibitors
Terai, Hideki; Kitajima, Shunsuke; Potter, Danielle S; Matsui, Yusuke; Gutierrez Quiceno, Laura; Chen, Ting; Kim, Tae-Jung; Rusan, Maria; Thai, Tran C; Piccioni, Federica; Donovan, Katherine A; Kwiatkowski, Nicholas; Hinohara, Kunihiko; Wei, Guo; Gray, Nathanael S; Fischer, Eric S; Wong, Kwok-Kin; Shimamura, Teppei; Letai, Anthony; Hammerman, Peter S; Barbie, David A
An increasingly recognized component of resistance to tyrosine kinase inhibitors (TKI) involves persistence of a drug-tolerant subpopulation of cancer cells which survive despite effective eradication of the majority of the cell population. Multiple groups have demonstrated that these drug-tolerant persister cells undergo transcriptional adaptation via an epigenetic state change that promotes cell survival. Because this mode of TKI drug tolerance appears to involve transcriptional addiction to specific genes and pathways, we hypothesized that systematic functional screening of EGFR TKI/transcriptional inhibitor combination therapy would yield important mechanistic insights and alternative drug escape pathways. We therefore performed a genome-wide CRISPR/Cas9 enhancer/suppressor screen in EGFR-dependent lung cancer PC9 cells treated with erlotinib + THZ1 (CDK7/12 inhibitor) combination therapy,a combination previously shown to suppress drug tolerant cells in this setting. As expected, suppression of multiple genes associated with transcriptional complexes (EP300, CREBBP and MED1) enhanced erlotinib/THZ1 synergy. Unexpectedly, we uncovered nearly every component of the recently described ufmylation pathway in the synergy suppressor group. Loss of ufmylation did not affect canonical downstream EGFR signaling. Instead, absence of this pathway triggered a protective unfolded protein response (UPR) associated with STING upregulation, promoting pro-tumorigenic inflammatory signaling but also unique dependence on Bcl-xL. These data reveal that dysregulation of ufmylation and ER stress comprise a previously unrecognized TKI drug tolerance pathway that engages survival signaling, with potentially important therapeutic implications.
PMCID:5815936
PMID: 29259014
ISSN: 1538-7445
CID: 2894022
Ex Vivo Profiling of PD-1 Blockade Using Organotypic Tumor Spheroids
Jenkins, Russell W; Aref, Amir R; Lizotte, Patrick H; Ivanova, Elena; Stinson, Susanna; Zhou, Chensheng W; Bowden, Michaela; Deng, Jiehui; Liu, Hongye; Miao, Diana; He, Meng Xiao; Walker, William; Zhang, Gao; Tian, Tian; Cheng, Chaoran; Wei, Zhi; Palakurthi, Sangeetha; Bittinger, Mark; Vitzthum, Hans; Kim, Jong Wook; Merlino, Ashley; Quinn, Max; Venkataramani, Chandrasekar; Kaplan, Joshua A; Portell, Andrew; Gokhale, Prafulla C; Phillips, Bart; Smart, Alicia; Rotem, Asaf; Jones, Robert E; Keogh, Lauren; Anguiano, Maria; Stapleton, Lance; Jia, Zhiheng; Barzily-Rokni, Michal; Cañadas, Israel; Thai, Tran C; Hammond, Marc R; Vlahos, Raven; Wang, Eric S; Zhang, Hua; Li, Shuai; Hanna, Glenn J; Huang, Wei; Hoang, Mai P; Piris, Adriano; Eliane, Jean-Pierre; Stemmer-Rachamimov, Anat O; Cameron, Lisa; Su, Mei-Ju; Shah, Parin; Izar, Benjamin; Thakuria, Manisha; LeBoeuf, Nicole R; Rabinowits, Guilherme; Gunda, Viswanath; Parangi, Sareh; Cleary, James M; Miller, Brian C; Kitajima, Shunsuke; Thummalapalli, Rohit; Miao, Benchun; Barbie, Thanh U; Sivathanu, Vivek; Wong, Joshua; Richards, William G; Bueno, Raphael; Yoon, Charles H; Miret, Juan; Herlyn, Meenhard; Garraway, Levi A; Van Allen, Eliezer M; Freeman, Gordon J; Kirschmeier, Paul T; Lorch, Jochen H; Ott, Patrick A; Hodi, F Stephen; Flaherty, Keith T; Kamm, Roger D; Boland, Genevieve M; Wong, Kwok-Kin; Dornan, David; Paweletz, Cloud Peter; Barbie, David A
Ex vivo systems that incorporate features of the tumor microenvironment (TME) and model the dynamic response to immune checkpoint blockade (ICB) may facilitate efforts in precision immuno-oncology and the development of effective combination therapies. Here, we demonstrate the ability to interrogate ex vivo response to ICB using murine- and patient-derived organotypic tumor spheroids (MDOTS/PDOTS). MDOTS/PDOTS isolated from mouse and human tumors retain autologous lymphoid and myeloid cell populations, and respond to ICB in short-term 3-dimensional microfluidic culture. Response and resistance to ICB was recapitulated using MDOTS derived from established immunocompetent mouse tumor models. MDOTS profiling demonstrated that TBK1/IKKε inhibition enhanced response to PD-1 blockade, which effectively predicted tumor response in vivo. Systematic profiling of secreted cytokines in PDOTS captured key features associated with response and resistance to PD-1 blockade. Thus, MDOTS/PDOTS profiling represents a novel platform to evaluate ICB using established murine models as well as clinically relevant patient specimens.
PMCID:5809290
PMID: 29101162
ISSN: 2159-8290
CID: 2916402
CDK4/6 Inhibition Augments Antitumor Immunity by Enhancing T-cell Activation
Deng, Jiehui; Wang, Eric S; Jenkins, Russell W; Li, Shuai; Dries, Ruben; Yates, Kathleen; Chhabra, Sandeep; Huang, Wei; Liu, Hongye; Aref, Amir R; Ivanova, Elena; Paweletz, Cloud P; Bowden, Michaela; Zhou, Chensheng W; Herter-Sprie, Grit S; Sorrentino, Jessica A; Bisi, John E; Lizotte, Patrick H; Merlino, Ashley A; Quinn, Max M; Bufe, Lauren E; Yang, Annan; Zhang, Yanxi; Zhang, Hua; Gao, Peng; Chen, Ting; Cavanaugh, Megan E; Rode, Amanda J; Haines, Eric; Roberts, Patrick J; Strum, Jay C; Richards, William G; Lorch, Jochen H; Parangi, Sareh; Gunda, Viswanath; Boland, Genevieve M; Bueno, Raphael; Palakurthi, Sangeetha; Freeman, Gordon J; Ritz, Jerome; Haining, W Nicholas; Sharpless, Norman E; Arthanari, Haribabu; Shapiro, Geoffrey I; Barbie, David A; Gray, Nathanael S; Wong, Kwok-Kin
Immune checkpoint blockade, exemplified by antibodies targeting the PD-1 receptor, can induce durable tumor regressions in some patients. To enhance the efficacy of existing immunotherapies, we screened for small molecules capable of increasing the activity of T cells suppressed by PD-1. Here, we show that short-term exposure to small-molecule inhibitors of cyclin-dependent kinases 4 and 6 (CDK4/6) significantly enhances T-cell activation, contributing to antitumor effectsin vivo, due in part to the derepression of NFAT family proteins and their target genes, critical regulators of T-cell function. Although CDK4/6 inhibitors decrease T-cell proliferation, they increase tumor infiltration and activation of effector T cells. Moreover, CDK4/6 inhibition augments the response to PD-1 blockade in a novelex vivoorganotypic tumor spheroid culture system and in multiplein vivomurine syngeneic models, thereby providing a rationale for combining CDK4/6 inhibitors and immunotherapies.Significance:Our results define previously unrecognized immunomodulatory functions of CDK4/6 and suggest that combining CDK4/6 inhibitors with immune checkpoint blockade may increase treatment efficacy in patients. Furthermore, our study highlights the critical importance of identifying complementary strategies to improve the efficacy of immunotherapy for patients with cancer.Cancer Discov; 8(2); 216-33. ©2017 AACR.See related commentary by Balko and Sosman, p. 143See related article by Jenkins et al., p. 196This article is highlighted in the In This Issue feature, p. 127.
PMCID:5809273
PMID: 29101163
ISSN: 2159-8290
CID: 2957522
Noncanonical agonist PPARγ ligands modulate the response to DNA damage and sensitize cancer cells to cytotoxic chemotherapy
Khandekar, Melin J; Banks, Alexander S; Laznik-Bogoslavski, Dina; White, James P; Choi, Jang Hyun; Kazak, Lawrence; Lo, James C; Cohen, Paul; Wong, Kwok-Kin; Kamenecka, Theodore M; Griffin, Patrick R; Spiegelman, Bruce M
The peroxisome-proliferator receptor-γ (PPARγ) is expressed in multiple cancer types. Recently, our group has shown that PPARγ is phosphorylated on serine 273 (S273), which selectively modulates the transcriptional program controlled by this protein. PPARγ ligands, including thiazolidinediones (TZDs), block S273 phosphorylation. This activity is chemically separable from the canonical activation of the receptor by agonist ligands and, importantly, these noncanonical agonist ligands do not cause some of the known side effects of TZDs. Here, we show that phosphorylation of S273 of PPARγ occurs in cancer cells on exposure to DNA damaging agents. Blocking this phosphorylation genetically or pharmacologically increases accumulation of DNA damage, resulting in apoptotic cell death. A genetic signature of PPARγ phosphorylation is associated with worse outcomes in response to chemotherapy in human patients. Noncanonical agonist ligands sensitize lung cancer xenografts and genetically induced lung tumors to carboplatin therapy. Moreover, inhibition of this phosphorylation results in deregulation of p53 signaling, and biochemical studies show that PPARγ physically interacts with p53 in a manner dependent on S273 phosphorylation. These data implicate a role for PPARγ in modifying the p53 response to cytotoxic therapy, which can be modulated for therapeutic gain using these compounds.
PMCID:5776997
PMID: 29295932
ISSN: 1091-6490
CID: 2966522