Shen Mynn Tan

Coding-Independent Regulation of the Tumor Suppressor PTEN by Competing Endogenous mRNAs

Here, we demonstrate that protein-coding RNA transcripts can crosstalk by competing for common microRNAs, with microRNA response elements as the foundation of this interaction. We have termed such RNA transcripts as competing endogenous RNAs (ceRNAs). We tested this hypothesis in the context of PTEN, a key tumor suppressor whose abundance determines critical outcomes in tumorigenesis. By a combined computational and experimental approach, we identified and validated endogenous protein-coding transcripts that regulate PTEN, antagonize PI3K/AKT signaling, and possess growth- and tumor-suppressive properties. Notably, we also show that these genes display concordant expression patterns with PTEN and copy number loss in cancers. Our study presents a road map for the prediction and validation of ceRNA activity and networks and thus imparts a trans-regulatory function to protein-coding mRNAs.

In Vivo Identification of Tumor- Suppressive PTEN ceRNAs in an Oncogenic BRAF-Induced Mouse Model of Melanoma

Summary We recently proposed that competitive endogenous RNAs (ceRNAs) sequester microRNAs to regulate mRNA transcripts containing common microRNA recognition elements (MREs). However, the functional role of ceRNAs in cancer remains unknown. Loss of PTEN, a tumor suppressor regulated by ceRNA activity, frequently occurs in melanoma. Here, we report the discovery of significant enrichment of putative PTEN ceRNAs among genes whose loss accelerates tumorigenesis following Sleeping Beauty insertional mutagenesis in a mouse model of melanoma. We validated several putative PTEN ceRNAs and further characterized one, the ZEB2 transcript. We show that ZEB2 modulates PTEN protein levels in a microRNA-dependent, protein coding-independent manner. Attenuation of ZEB2 expression activates the PI3K/AKT pathway, enhances cell transformation, and commonly occurs in human melanomas and other cancers expressing low PTEN levels. Our study genetically identifies multiple putative microRNA decoys for PTEN, validates ZEB2 mRNA as a bona fide PTEN ceRNA, and demonstrates that abrogated ZEB2 expression cooperates with BRAF V600E to promote melanomagenesis.We recently proposed that competitive endogenous RNAs (ceRNAs) sequester microRNAs to regulate mRNA transcripts containing common microRNA recognition elements (MREs). However, the functional role of ceRNAs in cancer remains unknown. Loss of PTEN, a tumor suppressor regulated by ceRNA activity, frequently occurs in melanoma. Here, we report the discovery of significant enrichment of putative PTEN ceRNAs among genes whose loss accelerates tumorigenesis following Sleeping Beauty insertional mutagenesis in a mouse model of melanoma. We validated several putative PTEN ceRNAs and further characterized one, the ZEB2 transcript. We show that ZEB2 modulates PTEN protein levels in a microRNA-dependent, protein coding-independent manner. Attenuation of ZEB2 expression activates the PI3K/AKT pathway, enhances cell transformation, and commonly occurs in human melanomas and other cancers expressing low PTEN levels. Our study genetically identifies multiple putative microRNA decoys for PTEN, validates ZEB2 mRNA as a bona fide PTEN ceRNA, and demonstrates that abrogated ZEB2 expression cooperates with BRAF(V600E) to promote melanomagenesis.

A Genome-wide siRNA Screen Identifies Proteasome Addiction as a Vulnerability of Basal-like Triple-Negative Breast Cancer Cells

Basal-like triple-negative breast cancers (TNBCs) have poor prognosis. To identify basal-like TNBC dependencies, a genome-wide siRNA lethality screen compared two human breast epithelial cell lines transformed with the same genes: basal-like BPLER and myoepithelial HMLER. Expression of the screens 154 BPLER dependency genes correlated with poor prognosis in breast, but not lung or colon, cancer. Proteasome genes were overrepresented hits. Basal-like TNBC lines were selectively sensitive to proteasome inhibitor drugs relative to normal epithelial, luminal, and mesenchymal TNBC lines. Proteasome inhibition reduced growth of established basal-like TNBC tumors in mice and blocked tumor-initiating cell function and macrometastasis. Proteasome addiction in basal-like TNBCs was mediated by NOXA and linked to MCL-1 dependence.

miR-200 promotes the mesenchymal to epithelial transition by suppressing multiple members of the Zeb2 and Snail1 transcriptional repressor complexes

The miR-200 family promotes the epithelial state by suppressing the Zeb1/Zeb2 epithelial gene transcriptional repressors. To identify other miR-200-regulated genes, we isolated mRNAs bound to transfected biotinylated miR-200c in mouse breast cancer cells. In all, 520 mRNAs were significantly enriched in miR-200c binding at least twofold. Putative miR-200-regulated genes included Zeb2, enriched 3.5-fold in the pull down. However, Zeb2 knockdown does not fully recapitulate miR-200c overexpression, suggesting that regulating other miR-200 targets contributes to miR-200’s enhancement of epithelial gene expression. Candidate genes were highly enriched for miR-200c seed pairing in their 3′UTR and coding sequence and for genes that were downregulated by miR-200c overexpression. Epidermal growth factor receptor and downstream MAPK signaling pathways were the most enriched pathways. Genes whose products mediate transforming growth factor (TGF)-β signaling were also significantly overrepresented, and miR-200 counteracted the suppressive effects of TGF-β and bone morphogenic protein 2 (BMP-2) on epithelial gene expression. miR-200c regulated the 3′UTRs of 12 of 14 putative miR-200c-binding mRNAs tested. The extent of mRNA binding to miR-200c strongly correlated with gene suppression. Twelve targets of miR-200c (Crtap, Fhod1, Smad2, Map3k1, Tob1, Ywhag/14-3-3γ, Ywhab/14-3-3β, Smad5, Zfp36, Xbp1, Mapk12, Snail1) were experimentally validated by identifying their 3′UTR miR-200 recognition elements. Smad2 and Smad5 form a complex with Zeb2 and Ywhab/14-3-3β and Ywhag/14-3-3γ form a complex with Snail1. These complexes that repress transcription assemble on epithelial gene promoters. miR-200 overexpression induced RNA polymerase II localization and reduced Zeb2 and Snail1 binding to epithelial gene promoters. Expression of miR-200-resistant Smad5 modestly, but significantly, reduced epithelial gene induction by miR-200. miR-200 expression and Zeb2 knockdown are known to inhibit cell invasion in in vitro assays. Knockdown of each of three novel miR-200 target genes identified here, Smad5, Ywhag and Crtap, also profoundly suppressed cell invasion. Thus, miR-200 suppresses TGF-β/BMP signaling, promotes epithelial gene expression and suppresses cell invasion by regulating a network of genes.

An RNA-binding Protein, Lin28, Recognizes and Remodels G-quartets in the MicroRNAs (miRNAs) and mRNAs It Regulates

Background: Lin28 is an evolutionary conserved RNA-binding protein that regulates miRNAs and mRNAs; Lin28 overexpression is linked to poor prognosis in cancer. Results: Lin28 binds to guanine-rich miRNAs and mRNAs that contain G-quartet structural features and remodels these structures. Conclusion: Lin28 recognition of G-quartets is a unifying feature of Lin28-regulated RNAs. Significance: Small molecules that bind to G-quartets might be useful inhibitors of Lin28 function. Lin28 is an evolutionarily conserved RNA-binding protein that inhibits processing of pre-let-7 microRNAs (miRNAs) and regulates translation of mRNAs that control developmental timing, pluripotency, metabolism, and tumorigenesis. The RNA features that mediate Lin28 binding to the terminal loops of let-7 pre-miRNAs and to Lin28-responsive elements (LREs) in mRNAs are not well defined. Here we show that Lin28 target datasets are enriched for RNA sequences predicted to contain stable planar structures of 4 guanines known as G-quartets (G4s). The imino NMR spectra of pre-let-7 loops and LREs contain resonances characteristic of G4 hydrogen bonds. These sequences bind to a G4-binding fluorescent dye, N-methyl-mesoporphyrin IX (NMM). Mutations and truncations in the RNA sequence that prevent G4 formation also prevent Lin28 binding. The addition of Lin28 to a pre-let-7 loop or an LRE reduces G4 resonance intensity and NMM binding, suggesting that Lin28 may function to remodel G4s. Further, we show that NMM inhibits Lin28 binding. Incubation of a human embryonal carcinoma cell line with NMM reduces its stem cell traits. In particular it increases mature let-7 levels, decreases OCT4, HMGA1, CCNB1, CDK4, and Lin28A protein, decreases sphere formation, and inhibits colony formation. Our results suggest a previously unknown structural feature of Lin28 targets and a new strategy for manipulating Lin28 function.

Capture and Identification of miRNA Targets by Biotin Pulldown and RNA-seq

MicroRNAs (miRNAs) are small noncoding RNAs that regulate the stability and expression of target RNAs in a sequence-dependent manner. Identifying miRNA-regulated genes is key to understanding miRNA function. Here, we describe an unbiased biochemical pulldown method to identify with high-specificity miRNA targets. Regulated transcripts are enriched in streptavidin-captured mRNAs that bind to a transfected biotinylated miRNA mimic. The method is relatively simple, does not involve cross-linking and can be performed with only a million cells. Addition of an on-bead RNase digestion step also identifies miRNA recognition elements (MRE).

Divergent LIN28-mRNA associations result in translational suppression upon the initiation of differentiation

LIN28 function is fundamental to the activity and behavior of human embryonic stem cells (hESCs) and induced pluripotent stem cells. Its main roles in these cell types are the regulation of translational efficiency and let-7 miRNA maturation. However, LIN28-associated mRNA cargo shifting and resultant regulation of translational efficiency upon the initiation of differentiation remain unknown. An RNA-immunoprecipitation and microarray analysis protocol, eRIP, that has high specificity and sensitivity was developed to test endogenous LIN28-associated mRNA cargo shifting. A combined eRIP and polysome analysis of early stage differentiation of hESCs with two distinct differentiation cues revealed close similarities between the dynamics of LIN28 association and translational modulation of genes involved in the Wnt signaling, cell cycle, RNA metabolism and proteasomal pathways. Our data demonstrate that change in translational efficiency is a major contributor to early stages of differentiation of hESCs, in which LIN28 plays a central role. This implies that eRIP analysis of LIN28-associated RNA cargoes may be used for rapid functional quality control of pluripotent stem cells under manufacture for therapeutic applications.

Abstract SY43-03: Screening for triple negative breast cancer vulnerabilities

Proceedings: AACR Annual Meeting 2014; April 5-9, 2014; San Diego, CA There is no targeted therapy for triple negative breast cancers (TNBC), which have the worst prognosis of human breast cancers. TNBCs are prone to relapse and metastasize after cytotoxic drug treatment. This group of cancers, defined by low or absent expression of estrogen, progesterone and Her2 receptors, are heterogeneous in genetic, epigenetic and phenotypic features, making it difficult to identify specific drug targets suitable for this group of cancers as a whole. About half or more of TNBCs have an epithelial phenotype (classified based on gene expression profiling as basal-like or basal-A) and a large minority of the remaining tumors are mesenchymal (classified as basal-B). To identify selective genetic dependencies of the basal-like subtype of TNBC that are not required for survival of normal breast epithelial cells, which might be good targets for targeted drug therapy, we first performed a genome-wide siRNA lethality screen that compared two human breast epithelial TNBC cell lines transformed with the same genes in different media - basal-like BPLER and myoepithelial HMLER. BPLER are highly malignant and enriched for tumor-initiating cells, forming tumors in nude mice after injection of just 50 cells, while the more differentiated HMLER cell line only forms tumors when more than 50,000 cells are injected. The screen identified 154 genes on which BPLER, but not HMLER, depended. Expression of the 154 BPLER dependency genes correlated with poor prognosis in breast, but not lung or colon, cancer. Of note, no oncogenic kinases, which are often chosen as cancer drug targets, were identified in the screen. Proteasome genes were overrepresented hits. Basal-like TNBC lines as a group were selectively sensitive to proteasome inhibitor drugs relative to normal epithelial, luminal breast cancer and mesenchymal TNBC lines. Proteasome inhibition reduced growth of established basal-like TNBC tumors in mice and blocked tumor-initiation and metastasis. Tumor-initiating cells (T-ICs) within basal-like cancers did not survive proteasome inhibition. Developing ways to target T-ICs is a priority of cancer drug development. Proteasome addiction in basal-like TNBCs was mediated by NOXA and linked to MCL-1 dependence, which was also a common dependency gene of basal-like TNBCs. Because of the heterogeneity of TNBCs, we next assessed how many of the BPLER dependencies were shared with other breast cancers. A targeted screen was performed comparing the viability of 10 breast cancer cell lines (3 luminal A, 5 basal-A and 2 basal-B TNBCs) and telomerase-immortalized normal breast epithelial cells after knockdown of the 154 BPLER dependency genes. This screen confirmed the selective dependence of basal-A TNBCs on the proteasome and MCL-1. This screen identified 17 additional hits that were shared dependencies in at least 4 of 5 basal-like TNBC cell lines. A novel hit, required for survival of 4 of 5 basal-A TNBC cell lines, but not normal breast epithelial cells, was the spindle checkpoint regulator NDC80. This work was supported by Department of Defense grants to FP and JL and by a grant from the Harvard Stem Cell Institute. The authors have no financial conflicts of interest to disclose. Citation Format: Fabio Petrocca, Gabriel Altschuler, Shen Mynn Tan, Marc L. Mendillo, Haoheng Yan, D. Joseph Jerry, Andrew L. Kung, Winston Hide, Tan A. Ince, Judy Lieberman. Screening for triple negative breast cancer vulnerabilities. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr SY43-03. doi:10.1158/1538-7445.AM2014-SY43-03