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Nrf2 Activation Promotes Lung Cancer Metastasis by Inhibiting the Degradation of Bach1
Lignitto, Luca; LeBoeuf, Sarah E; Homer, Harrison; Jiang, Shaowen; Askenazi, Manor; Karakousi, Triantafyllia R; Pass, Harvey I; Bhutkar, Arjun J; Tsirigos, Aristotelis; Ueberheide, Beatrix; Sayin, Volkan I; Papagiannakopoulos, Thales; Pagano, Michele
Approximately 30% of human lung cancers acquire mutations in either Keap1 or Nfe2l2, resulting in the stabilization of Nrf2, the Nfe2l2 gene product, which controls oxidative homeostasis. Here, we show that heme triggers the degradation of Bach1, a pro-metastatic transcription factor, by promoting its interaction with the ubiquitin ligase Fbxo22. Nrf2 accumulation in lung cancers causes the stabilization of Bach1 by inducing Ho1, the enzyme catabolizing heme. In mouse models of lung cancers, loss of Keap1 or Fbxo22 induces metastasis in a Bach1-dependent manner. Pharmacological inhibition of Ho1 suppresses metastasis in a Fbxo22-dependent manner. Human metastatic lung cancer display high levels of Ho1 and Bach1. Bach1 transcriptional signature is associated with poor survival and metastasis in lung cancer patients. We propose that Nrf2 activates a metastatic program by inhibiting the heme- and Fbxo22-mediated degradation of Bach1, and that Ho1 inhibitors represent an effective therapeutic strategy to prevent lung cancer metastasis.
PMID: 31257023
ISSN: 1097-4172
CID: 3967782
Targeting mitochondrial structure sensitizes acute myeloid leukemia to Venetoclax treatment
Chen, Xufeng; Glytsou, Christina; Zhou, Hua; Narang, Sonali; Reyna, Denis E; Lopez, Andrea; Sakellaropoulos, Theodore; Gong, Yixiao; Kloetgen, Andreas; Yap, Yoon Sing; Wang, Eric; Gavathiotis, Evripidis; Tsirigos, Aristotelis; Tibes, Raoul; Aifantis, Iannis
The BCL-2 family plays important roles in acute myeloid leukemia (AML). Venetoclax, a selective BCL-2 inhibitor, has received FDA approval for the treatment of AML. However, drug resistance ensues after prolonged treatment, highlighting the need for a greater understanding of the underlying mechanisms. Using a genome-wide CRISPR/Cas9 screen in human AML, we identified genes whose inactivation sensitizes AML blasts to Venetoclax. Genes involved in mitochondrial organization and function were significantly depleted throughout our screen, including the mitochondrial chaperonin CLPB. We demonstrated that CLPB is upregulated in human AML, it is further induced upon acquisition of Venetoclax resistance and its ablation sensitizes AML to Venetoclax. Mechanistically, CLPB maintains the mitochondrial cristae structure via its interaction with the cristae-shaping protein OPA1, whereas its loss promotes apoptosis by inducing cristae remodeling and mitochondrial stress responses. Overall, our data suggest that targeting mitochondrial architecture may provide a promising approach to circumvent Venetoclax resistance.
PMID: 31048321
ISSN: 2159-8290
CID: 3854932
Efficient pan-cancer whole-slide image classification and outlier detection using convolutional neural networks [PrePrint]
Bilaloglu, Seda; Wu, Joyce; Fierro, Eduardo; Delgado Sanchez, Raul; Santiago Ocampo, Paolo; Razavian, Narges; Coudray, Nicolas; Tsirigos, Aristotelis
ORIGINAL:0014817
ISSN: 2692-8205
CID: 4662132
The bone marrow microenvironment at single-cell resolution
Tikhonova, Anastasia N; Dolgalev, Igor; Hu, Hai; Sivaraj, Kishor K; Hoxha, Edlira; Cuesta-DomÃnguez, Ãlvaro; Pinho, Sandra; Akhmetzyanova, Ilseyar; Gao, Jie; Witkowski, Matthew; Guillamot, Maria; Gutkin, Michael C; Zhang, Yutong; Marier, Christian; Diefenbach, Catherine; Kousteni, Stavroula; Heguy, Adriana; Zhong, Hua; Fooksman, David R; Butler, Jason M; Economides, Aris; Frenette, Paul S; Adams, Ralf H; Satija, Rahul; Tsirigos, Aristotelis; Aifantis, Iannis
The bone marrow microenvironment has a key role in regulating haematopoiesis, but its molecular complexity and response to stress are incompletely understood. Here we map the transcriptional landscape of mouse bone marrow vascular, perivascular and osteoblast cell populations at single-cell resolution, both at homeostasis and under conditions of stress-induced haematopoiesis. This analysis revealed previously unappreciated levels of cellular heterogeneity within the bone marrow niche and resolved cellular sources of pro-haematopoietic growth factors, chemokines and membrane-bound ligands. Our studies demonstrate a considerable transcriptional remodelling of niche elements under stress conditions, including an adipocytic skewing of perivascular cells. Among the stress-induced changes, we observed that vascular Notch delta-like ligands (encoded by Dll1 and Dll4) were downregulated. In the absence of vascular Dll4, haematopoietic stem cells prematurely induced a myeloid transcriptional program. These findings refine our understanding of the cellular architecture of the bone marrow niche, reveal a dynamic and heterogeneous molecular landscape that is highly sensitive to stress and illustrate the utility of single-cell transcriptomic data in evaluating the regulation of haematopoiesis by discrete niche populations.
PMID: 30971824
ISSN: 1476-4687
CID: 3809302
135 Defining the T cell landscape and neoantigens via T-cell receptor sequencing and gene expression profiling in cutaneous squamous cell carcinoma [Meeting Abstract]
Doudican, N A; Santana, A; Felsen, D; Khodadadi-Jamayran, A; Tsirigos, A; Carucci, J
Background: Immune response is key in defense against cutaneous squamous cell carcinoma (cSCC). We aim to better target T cell killing to treat cancer. Method(s): CD8+ tumor infiltrating lymphocytes (TILs) obtained from fresh SCC tumor specimens from immunocompetent (n=5) versus organ transplant recipients (OTRs; n=6) were subject to single-cell RNA profiling and T-cell receptor (TCR) sequencing. Data were analyzed using scSeqR. Result(s): CD8+ TILs were clustered based on gene expression as follows: effector T cells (GZMA, GZMB, IFN-gamma); naive T cells (CCR7, LEF1, TCF7, IL7R); exhausted T cells (BTLA, CTLA4, PDCD1, TIM3, LAG3); and regulatory T cells (FOXP3, STAT3, TNFSRF). CD8+ TIL clonotypes show potential for response to known and uncharacterized antigens. CD8+ TILs from OTRs exhibited more homogeneous gene expression compared with immunocompetent patients. Regulatory and exhausted T cells were reduced in OTRs. TILs from both OTRs and immunocompetent patients showed clonality. However, more TCR clonotypes were observed in immunocompetent patients (mean = 1140) than OTRs (mean = 544). We analyzed common beta TCR from SCC via multiple bioinformatics-based approaches. Clonotypes common to more than one SCC from immune competent patients included breast cancer-associated keratin 19 and proliferation-associated striatin. OTR clonotypes included tumor-suppressor associated MOB kinase 1A and breast cancer-associated ADAM9. Conclusion(s): CD8+ TILs from cSCC showed clonotype restriction, implying T cell mediated anti-tumor response. We will refine our understanding of the SCC T cell landscape and identify and screen neoantigens with the goal of developing rational T cell-based cancer therapy.
EMBASE:2001808802
ISSN: 1523-1747
CID: 3811712
A Deep Learning Approach for Rapid Mutational Screening in Melanoma [PrePrint]
Kim, Randie H; Nomikou, Sofia; Dawood, Zarmeena; Jour, George; Donnelly, Douglas; Moran, Una; Weber, Jeffrey S; Razavian, Narges; Snuderl, Matija; Shapiro, Richard; Berman, Russell S; Coudray, Nicloas; Osman, Iman; Tsirigos, Aristotelis
ORIGINAL:0014818
ISSN: 2692-8205
CID: 4662142
Cell surface Notch ligand DLL3 is a therapeutic target in isocitrate dehydrogenase mutant glioma
Spino, Marissa; Kurz, Sylvia C; Chiriboga, Luis; Serrano, Jonathan; Zeck, Briana; Sen, Namita; Patel, Seema; Shen, Guomiao; Vasudevaraja, Varshini; Tsirigos, Aristotelis; Suryadevara, Carter M; Frenster, Joshua D; Tateishi, Kensuke; Wakimoto, Hiroaki; Jain, Rajan; Riina, Howard A; Nicolaides, Theodore; Sulman, Erik P; Cahill, Daniel P; Golfinos, John G; Isse, Kumiko; Saunders, Laura R; Zagzag, David; Placantonakis, Dimitris G; Snuderl, Matija; Chi, Andrew S
PURPOSE/OBJECTIVE:Isocitrate dehydrogenase (IDH) mutant gliomas are a distinct glioma molecular subtype for which no effective molecularly-directed therapy exists. Low-grade gliomas, which are 80-90% IDH mutant, have high RNA levels of the cell surface Notch ligand DLL3. We sought to determine DLL3 expression by immunohistochemistry in glioma molecular subtypes and the potential efficacy of an anti-DLL3 antibody drug conjugate (ADC), rovalpituzumab tesirine (Rova-T), in IDH mutant glioma. EXPERIMENTAL DESIGN/METHODS:We evaluated DLL3 expression by RNA using TCGA data and by immunohistochemistry in a discovery set of 63 gliomas and 20 non-tumor brain tissues and a validation set of 62 known IDH wildtype and mutant gliomas using a monoclonal anti-DLL3 antibody. Genotype was determined using a DNA methylation array classifier or by sequencing. The effect of Rova-T on patient-derived endogenous IDH mutant glioma tumorspheres was determined by cell viability assay. RESULTS:Compared to IDH wildtype glioblastoma, IDH mutant gliomas have significantly higher DLL3 RNA (P<1x10-15) and protein by immunohistochemistry (P=0.0014 and P<4.3x10-6 in the discovery and validation set, respectively). DLL3 immunostaining was intense and homogeneous in IDH mutant gliomas, retained in all recurrent tumors, and detected in only 1 of 20 non-tumor brains. Patient-derived IDH mutant glioma tumorspheres overexpressed DLL3 and were potently sensitive to Rova-T in an antigen-dependent manner. CONCLUSIONS:DLL3 is selectively and homogeneously expressed in IDH mutant gliomas and can be targeted with Rova-T in patient-derived IDH mutant glioma tumorspheres. Our findings are potentially immediately translatable and have implications for therapeutic strategies that exploit cell surface tumor-associated antigens.
PMID: 30397180
ISSN: 1078-0432
CID: 3455762
Draft Genome Sequence of Streptococcus halitosis sp. nov., Isolated from the Dorsal Surface of the Tongue of a Patient with Halitosis
Tetz, George; Vikina, Daria; Brown, Stuart; Zappile, Paul; Dolgalev, Igor; Tsirigos, Aristotelis; Heguy, Adriana; Tetz, Victor
Here, we report the draft genome of Streptococcus halitosis sp. nov. strain VT-4, a novel bacterium isolated from the dorsal part of the tongue of a patient with halitosis. The genome comprised 1,880,608 bp with a GC content of 41.0%. There were 1,782 predicted protein-coding genes, including those associated with virulence and antibiotic resistance.
PMCID:6346211
PMID: 30701262
ISSN: 2576-098x
CID: 3626792
Predicting BRAF and NRAS Mutations Using Deep Learning on Histopathology Images of Melanoma [Meeting Abstract]
Kim, Randie; Nomikou, Sofia; Dawood, Zarmeena; Coudray, Nicolas; Jour, George; Moran, Una; Razavian, Narges; Osman, Iman; Tsirigos, Aristotelis
ISI:000478915500468
ISSN: 0893-3952
CID: 4048102
Predicting BRAF and NRAS Mutations Using Deep Learning on Histopathology Images of Melanoma [Meeting Abstract]
Kim, Randie; Nomikou, Sofia; Dawood, Zarmeena; Coudray, Nicolas; Jour, George; Moran, Una; Razavian, Narges; Osman, Iman; Tsirigos, Aristotelis
ISI:000478081100486
ISSN: 0023-6837
CID: 4048332