Lirong Pei

A systematic evaluation of miRNA:mRNA interactions involved in the migration and invasion of breast cancer cells

In this study we performed a systematic evaluation of functional miRNA-mRNA interactions associated with the invasiveness of breast cancer cells using a combination of integrated miRNA and mRNA expression profiling, bioinformatics prediction, and functional assays. Analysis of the miRNA expression identified 11 miRNAs that were differentially expressed, including 7 down-regulated (miR-200c, miR-205, miR-203, miR-141, miR-34a, miR-183, and miR-375) and 4 up-regulated miRNAs (miR-146a, miR-138, miR-125b1 and miR-100), in invasive cell lines when compared to normal and less invasive cell lines. Transfection of miR-200c, miR-205, and miR-375 mimics into MDA-MB-231 cells led to the inhibition of in vitro cell migration and invasion. The integrated analysis of miRNA and mRNA expression identified 35 known and novel target genes of miR-200c, miR-205, and mir-375, including CFL2, LAMC1, TIMP2, ZEB1, CDH11, PRKCA, PTPRJ, PTPRM, LDHB, and SEC23A. Surprisingly, the majority of these genes (27 genes) were target genes of miR-200c, suggesting that miR-200c plays a pivotal role in regulating the invasiveness of breast cancer cells. We characterized one of the target genes of miR-200c, CFL2, and demonstrated that CFL2 is overexpressed in aggressive breast cancer cell lines and can be significantly down-regulated by exogenous miR-200c. Tissue microarray analysis further revealed that CFL2 expression in primary breast cancer tissue correlated with tumor grade. The results obtained from this study may improve our understanding of the role of these candidate miRNAs and their target genes in relation to breast cancer invasiveness and ultimately lead to the identification of novel biomarkers associated with prognosis.

DNMT1 is essential for mammary and cancer stem cell maintenance and tumorigenesis

Mammary stem/progenitor cells (MaSCs) maintain self-renewal of the mammary epithelium during puberty and pregnancy. DNA methylation provides a potential epigenetic mechanism for maintaining cellular memory during self-renewal. Although DNA methyltransferases (DNMTs) are dispensable for embryonic stem cell maintenance, their role in maintaining MaSCs and cancer stem cells (CSCs) in constantly replenishing mammary epithelium is unclear. Here we show that DNMT1 is indispensable for MaSC maintenance. Furthermore, we find that DNMT1 expression is elevated in mammary tumors, and mammary gland-specific DNMT1 deletion protects mice from mammary tumorigenesis by limiting the CSC pool. Through genome-scale methylation studies, we identify ISL1 as a direct DNMT1 target, hypermethylated and downregulated in mammary tumors and CSCs. DNMT inhibition or ISL1 expression in breast cancer cells limits CSC population. Altogether, our studies uncover an essential role for DNMT1 in MaSC and CSC maintenance and identify DNMT1-ISL1 axis as a potential therapeutic target for breast cancer treatment.

Genome-wide DNA methylation analysis reveals novel epigenetic changes in chronic lymphocytic leukemia

We conducted a genome-wide DNA methylation analysis in CD19+ B-cells from chronic lymphocytic leukemia (CLL) patients and normal control samples using reduced representation bisulfite sequencing (RRBS). The methylation status of 1.8–2.3 million CpGs in the CLL genome was determined; about 45% of these CpGs were located in more than 23,000 CpG islands (CGIs). While global CpG methylation was similar between CLL and normal B-cells, 1764 gene promoters were identified as being differentially methylated in at least one CLL sample when compared with normal B-cell samples. Nineteen percent of the differentially methylated genes were involved in transcriptional regulation. Aberrant hypermethylation was found in all HOX gene clusters and a significant number of WNT signaling pathway genes. Hypomethylation occurred more frequently in the gene body including introns, exons, and 3′-UTRs in CLL. The NFATc1 P2 promoter and first intron was found to be hypomethylated and correlated with upregulation of both NFATc1 RNA and protein expression levels in CLL suggesting that an epigenetic mechanism is involved in the constitutive activation of NFAT activity in CLL cells. This comprehensive DNA methylation analysis will further our understanding of the epigenetic contribution to cellular dysfunction in CLL.

Targeted bisulfite sequencing by solution hybrid selection and massively parallel sequencing

We applied a solution hybrid selection approach to the enrichment of CpG islands (CGIs) and promoter sequences from the human genome for targeted high-throughput bisulfite sequencing. A single lane of Illumina sequences allowed accurate and quantitative analysis of ~1 million CpGs in more than 21 408 CGIs and more than 15 946 transcriptional regulatory regions. Of the CpGs analyzed, 77–84% fell on or near capture probe sequences; 69–75% fell within CGIs. More than 85% of capture probes successfully yielded quantitative DNA methylation information of targeted regions. Differentially methylated regions (DMRs) were identified in the 5′-end regulatory regions, as well as the intra- and intergenic regions, particularly in the X-chromosome among the three breast cancer cell lines analyzed. We chose 46 candidate loci (762 CpGs) for confirmation with PCR-based bisulfite sequencing and demonstrated excellent correlation between two data sets. Targeted bisulfite sequencing of three DNA methyltransferase (DNMT) knockout cell lines and the wild-type HCT116 colon cancer cell line revealed a significant decrease in CpG methylation for the DNMT1 knockout and DNMT1, 3B double knockout cell lines, but not in DNMT3B knockout cell line. We demonstrated the targeted bisulfite sequencing approach to be a powerful method to uncover novel aberrant methylation in the cancer epigenome. Since all targets were captured and sequenced as a pool through a series of single-tube reactions, this method can be easily scaled up to deal with a large number of samples.

Genome-wide DNA methylation maps in follicular lymphoma cells determined by methylation-enriched bisulfite sequencing

Background Follicular lymphoma (FL) is a form of non-Hodgkins lymphoma (NHL) that arises from germinal center (GC) B-cells. Despite the significant advances in immunotherapy, FL is still not curable. Beyond transcriptional profiling and genomics datasets, there currently is no epigenome-scale dataset or integrative biology approach that can adequately model this disease and therefore identify novel mechanisms and targets for successful prevention and treatment of FL. Methodology/Principal Findings We performed methylation-enriched genome-wide bisulfite sequencing of FL cells and normal CD19+ B-cells using 454 sequencing technology. The methylated DNA fragments were enriched with methyl-binding proteins, treated with bisulfite, and sequenced using the Roche-454 GS FLX sequencer. The total number of bases covered in the human genome was 18.2 and 49.3 million including 726,003 and 1.3 million CpGs in FL and CD19+ B-cells, respectively. 11,971 and 7,882 methylated regions of interest (MRIs) were identified respectively. The genome-wide distribution of these MRIs displayed significant differences between FL and normal B-cells. A reverse trend in the distribution of MRIs between the promoter and the gene body was observed in FL and CD19+ B-cells. The MRIs identified in FL cells also correlated well with transcriptomic data and ChIP-on-Chip analyses of genome-wide histone modifications such as tri-methyl-H3K27, and tri-methyl-H3K4, indicating a concerted epigenetic alteration in FL cells. Conclusions/Significance This study is the first to provide a large scale and comprehensive analysis of the DNA methylation sequence composition and distribution in the FL epigenome. These integrated approaches have led to the discovery of novel and frequent targets of aberrant epigenetic alterations. The genome-wide bisulfite sequencing approach developed here can be a useful tool for profiling DNA methylation in clinical samples.

Isolation and characterization of a population of stem-like progenitor cells from an atypical meningioma

The majority of meningiomas are benign tumors associated with favorable outcomes; however, the less common aggressive variants with unfavorable outcomes often recur and may be due to subpopulations of less-differentiated cells residing within the tumor. These subpopulations of tumor cells have tumor-initiating properties and may be isolated from heterogeneous tumors when sorted or cultured in defined medium. We report the isolation and characterization of a population of tumor-initiating cells derived from an atypical meningioma. We identify a tumor-initiating population from an atypical meningioma, termed meningioma-initiating cells (MICs). These MICs self-renew, differentiate, and can recapitulate the histological characteristics of the parental tumor when transplanted at 1000 cells into the flank regions of athymic nude mice. Immunohistochemistry reveals stem-like protein expression patterns similar to neural stem and progenitor cells (NSPCs) while genomic profiling verified the isolation of cancer cells (with defined meningioma chromosomal aberrations) from the bulk tumor. Microarray and pathway analysis identifies biochemical processes and gene networks related to aberrant cell cycle progression, particularly the loss of heterozygosity of tumor suppressor genes CDKN2A (p16(INK4A)), p14(ARF), and CDKN2B (p15(INK4B)). Flow cytometric analysis revealed the expression of CD44 and activated leukocyte adhesion molecule (ALCAM/CD166); these may prove to be markers able to identify this cell type. The isolation and identification of a tumor-initiating cell population capable of forming meningiomas demonstrates a useful model for understanding meningioma development. This meningioma model may be used to study the cell hierarchy of meningioma tumorogenesis and provide increased understanding of malignant progression.

Phenotypic alteration of CD8+ T cells in chronic lymphocytic leukemia is associated with epigenetic reprogramming

Immunosuppression is a prevalent clinical feature in chronic lymphocytic leukemia (CLL) patients, with many patients demonstrating increased susceptibility to infections as well as increased failure of an antitumor immune response. However, much is currently not understood regarding the precise mechanisms that attribute to this immunosuppressive phenotype in CLL. To provide further clarity to this particular phenomenon, we analyzed the T-cell profile of CLL patient samples within a large cohort and observed that patients with an inverted CD4/CD8 ratio had a shorter time to first treatment as well as overall survival. These observations coincided with higher expression of the immune checkpoint receptor PD-1 in CLL patient CD8+ T cells when compared to age-matched healthy donors. Interestingly, we discovered that increased PD-1 expression in CD8+ T cells corresponds with decreased DNA methylation levels in a distal upstream locus of the PD-1 gene PDCD1. Further analysis using luciferase reporter assays suggests that the identified PDCD1 distal upstream region acts as an enhancer for PDCD1 transcription and this region becomes demethylated during activation of naïve CD8+ T cells by anti-CD3/anti-CD28 antibodies and IL2. Finally, we conducted a genome-wide DNA methylation analysis comparing CD8+ T cells from CLL patients against healthy donors and identified additional differentially methylated genes with known immune regulatory functions including CCR6 and KLRG1. Taken together, our findings reveal the occurrence of epigenetic reprogramming taking place within CLL patient CD8+ T cells and highlight the potential mechanism of how immunosuppression is accomplished in CLL.

Promoter methylation modulates indoleamine 2,3-dioxygenase 1 induction by activated T cells in human breast cancers

Triple-negative breast cancers (TNBCs) are often infiltrated by T cells. These tumors counteracted T-cell activity through hypomethylated IDO1 promoters and increased IDO1 expression in response to IFNγ, providing a rationale for treatment of TNBC with IDO inhibitors. Triple-negative breast cancer (TNBC) cells are modulated in reaction to tumor-infiltrating lymphocytes. However, their specific responses to this immune pressure are unknown. In order to address this question, we first used mRNA sequencing to compare the immunophenotype of the TNBC cell line MDA-MB-231 and the luminal breast cancer cell line MCF7 after both were cocultured with activated human T cells. Despite similarities in the cytokine-induced immune signatures of the two cell lines, MDA-MD-231 cells were able to transcribe more IDO1 than MCF7 cells. The two cell lines had similar upstream JAK/STAT1 signaling and IDO1 mRNA stability. However, using a series of breast cancer cell lines, IFNγ stimulated IDO1 protein expression and enzymatic activity only in ER−, not ER+, cell lines. Treatment with 5-aza-deoxycytidine reversed the suppression of IDO1 expression in MCF7 cells, suggesting that DNA methylation was potentially involved in IDO1 induction. By analyzing several breast cancer datasets, we discovered subtype-specific mRNA and promoter methylation differences in IDO1, with TNBC/basal subtypes exhibiting lower methylation/higher expression and ER+/luminal subtypes exhibiting higher methylation/lower expression. We confirmed this trend of IDO1 methylation by bisulfite pyrosequencing breast cancer cell lines and an independent cohort of primary breast tumors. Taken together, these findings suggest that IDO1 promoter methylation regulates anti-immune responses in breast cancer subtypes and could be used as a predictive biomarker for IDO1 inhibitor–based immunotherapy. Cancer Immunol Res; 5(4); 330–44. ©2017 AACR.

Abstract 4060: Promoter methylation regulates interferon-γ induced indoleamine 2,3-dioxygenase expression in breast cancer

Proceedings: AACR 106th Annual Meeting 2015; April 18-22, 2015; Philadelphia, PA Indoleamine 2, 3-dioxygenase 1, encoded by IDO1, is a key immunosuppressive enzyme that catabolizes essential amino acid tryptophan to kynurenine in the tumor microenvironment. Severe depletion of tryptophan by IDO1 affects proliferation of T cells and tryptophan metabolites cause T-cell anergy and induce apoptosis. In this study, we investigated the epigenetic regulation of IDO1 expression by DNA methylation in breast cancer cells. Bisulfite pyrosequencing analysis of IDO1 promoter methylation performed on a panel of 10 breast cancer cell lines revealed that triple negative breast cancer (TNBC) cell lines (i.e. MDA-MB-231, Hs578t, SUM159) are hypomethylated compared to estrogen receptor positive (ER+) cell lines (i.e. MCF7, BT474, T47D). The same analysis was extended to 30 primary breast tumor and normal control samples and the results demonstrated that TNBC tumors had lower IDO1 promoter methylation compared to ER+ tumors. RT-PCR analysis showed that IDO1 mRNA expression is higher in TNBC cell lines than ER+ cell lines. This inverse correlation between IDO1 promoter methylation and mRNA expression can also be observed in TCGA 450K methylation and RNA-seq data sets in which promoter is hypomethylated and mRNA is up-regulated in basal-like molecular subtypes as compared to other breast cancer subtypes. IDO1 promoter is relatively CpG poor with most CpG sites concentrated near interferon γ (IFNg) responsive GAS and ISRE transcription factor binding sites. To investigate the role of CpG methylation in regulating IDO1 induction by IFNg, we cloned either methylated or unmethylated IDO1 promoter DNA into a luciferase reporter plasmid. Methylated promoter reporter exhibited significantly lower luciferase activity at basal or with IFNg stimulation compared to unmethylated reporter plasmid when transfected into MCF-7 or MDA-MB-231 cell lines. Treatment with a demethylating agent, 5-aza-deoxycytidine, synergistically up-regulated IDO1 mRNA expression with IFNg in MCF7 cells which have hypermethylated IDO1 promoter further supporting the influence of CpG methylation on IDO1 expression. IFNg stimulation or co-culture with activated T-cells significantly induced IDO1 protein expression in MDA-MB-231 cells, but not in MCF7 cells. We found no difference in IDO1 mRNA stability and IFNg induced JAK/STAT signaling pathway between MDA-MB-231 and MCF7 cell lines except promoter methylation. Furthermore, RNA-seq analysis of MDA-MB-231 and MCF7 cell lines co-cultured with activated T-cells revealed an active immune signaling mediated through JAK/STAT pathway shared by both cell lines, but also differential induction of IDO1 transcription between these two cell lines. These findings indicate IDO1 promoter methylation status as an important factor that regulates anti-immune responses by tumor cells towards tumor infiltrating lymphocytes and it could be used as a useful biomarker for IDO inhibitor based immunotherapy. Citation Format: Satish Kumar Reddy Noonepalle, Eun Joon Lee, Maria Ouzounova, Jaejik Kim, Jeong-Hyeon Choi, Austin Shull, Lirong Pei, Ravindra Kolhe, Pei-Yin Hsu, Nagireddy Putluri, Tim Hui-Ming Huang, Arun Sreekumar, Hasan Korkaya, David Munn, Huidong Shi. Promoter methylation regulates interferon-γ induced indoleamine 2,3-dioxygenase expression in breast cancer. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4060. doi:10.1158/1538-7445.AM2015-4060

Abstract 4697: The covalent CDK7 inhibitor THZ1 can counteract apoptotic resistance and suppress the transcription of genes attributed to chronic lymphocytic leukemia malignancy

Chronic lymphocytic leukemia (CLL) is a malignancy characterized by the progressive accumulation of CD19+ B-cells capable of overcoming their regulated life cycle. Because this disease is highly heterogeneous and utilizes several mechanisms to resist apoptotic death, CLL currently remains incurable. Based on the ongoing efforts to interpret the transcriptional dynamics of CLL pathogenicity as well as prior reports demonstrating the efficacy of cyclin-dependent kinase (CDK) transcriptional inhibitors, we sought to characterize the molecular response of CLL cells treated with the covalent CDK7 inhibitor THZ1 and determine the therapeutic potential of CDK7 inhibition in CLL. We first observed that THZ1 was able to inhibit growth in malignant B-cell lines MEC1 and MEC2 in both a dose dependent (IC50: .045uM & .030uM, respectively) and time dependent manner. The inhibition in cell growth corresponded with both G1-mediated cell cycle arrest as well as apoptosis in the respective cell lines. We also observed dose-dependent reduction in cell viability through apoptosis in patient-derived CLL B-cells after 24 hours. Because of the observed outcomes of THZ1-treated CLL cells, we then wanted to determine the specific transcriptional targets significantly suppressed by THZ1 treatment. To identify the THZ1-sensitive transcripts, we performed a time course RNAseq expression analysis in both MEC1 and MEC2 treated with 50nM THZ1. Based on the incremental reduction of covered reads over a 12-hour period, we determined that the top 50 transcripts greatly diminished in both MEC1 and MEC2 contain significant enrichment in genes attributed to glycolytic metabolism (ex: ALDOC, SLC2A1, TPI1, GAPDH, ENO2). Along with the overlapping comparison between the two cell lines, we next compared the downregulated transcripts from the treated cell lines against the RNAseq expression profile of 47 CLL patients and 5 healthy donors. We observed that THZ1 was able to suppress transcripts upregulated in CLL patient samples including ENO2, FGR, WNT10A, and CBX7 in MEC1 and ENO2, MALAT1, CCR7, and PLCG1 in MEC2. Finally, we performed H3K27Ac ChIPseq in MEC1 to identify super enhancers that may overlap with THZ1-sensitive transcripts. From this comparison, we determined that super enhancers exist within reported oncogenic drivers CBX7, WNT10A, and FGR. Overall, we observe that THZ1 can effectively overcome the anti-apoptotic phenotype of CLL B-cells as well as directly suppress transcription of genes that can drive CLL malignancy. With the addition of CDK7 ChIPseq, our ultimate goal is to provide clarity regarding CDK7-mediated transcriptional regulation in CLL and demonstrate the molecular consequences of therapeutic CDK7 inhibition in CLL. Citation Format: Austin Young Shull, Jeong-Hyeon Choi, Jordan Bauer, Lirong Pei, Farrukh T. Awan, Huidong Shi. The covalent CDK7 inhibitor THZ1 can counteract apoptotic resistance and suppress the transcription of genes attributed to chronic lymphocytic leukemia malignancy. [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 4697.