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Pan-cancer tumor-specific antigens and membrane targets from transposable elements

ABSTRACT: Cryptic promoters within transposable elements (TEs) are transcriptionally reactivated in tumors to create novel TE-gene chimeric transcripts, which can produce immunogenic antigens. We performed the most comprehensive screen to date for these TE exaptation events in 33 TCGA tumor types, 675 cancer cell lines, and 11,686 GTEx adult tissue transcriptomes and identified 1,068 TE-exapted candidates with the potential to generate shared tumor-specific TE-chimeric antigens (TS-TEAs). Resultant whole lysate and HLA-pulldown mass spectrometry data confirmed that TS-TEAs are presented on cancer cell surfaces. In addition, we highlight the tumor-specific membrane proteins transcribed from TE promoters that can expose novel epitopes on the extracellular surface of cancer cells. Here, we showcase the high pan-cancer prevalence of TS-TEAs and atypical membrane proteins that can be therapeutically exploited through immunotherapy approaches.

INSTRUMENT(S): Orbitrap Fusion Lumos

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Cell Culture

SUBMITTER: Ju Heon Maeng

LAB HEAD: Ting Wang

PROVIDER: PXD033351 | Pride | 2023-01-21

REPOSITORIES: Pride

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Pan-cancer tumor-specific antigens and membrane targets from transposable elements

Project description:We charted the transcription start sites (TSSs) landscape globally to determine the expressed isoform of each gene and validate the precence of transposable element-derived transcript. Cryptic promoters within transposable elements (TEs) are transcriptionally reactivated in tumors to create novel TE-gene chimeric transcripts, which can produce immunogenic antigens. We performed the most comprehensive screen to date for these TE exaptation events in 33 TCGA tumortypes,675 cancer cell lines, and 11,686 GTEx adult tissue transcriptomes and identified 201,068 TE-exapted candidates with the potential to generate shared tumor-specific TE-chimeric antigens (TS-TEAs). Resultant whole lysate and HLA-pull down mass spectrometry data confirmed that TS-TEAs are presented on cancer cell surfaces. In addition, we highlight the tumor-specific membrane proteins transcribed from TE promoters that can expose novel epitopes on the extracellular surface of cancer cells. Here, we showcase the high pan-cancer prevalence of TS-TEAs and atypical membrane proteins that can be therapeutically exploited through immunotherapy approaches.

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Using long-read CAGE sequencing to profile cryptic-promoter derived transcripts and their contribution to the immunopeptidome

Project description:Recent studies have demonstrated that the non-coding genome can produce unannotated proteins as antigens that induce immune response. One major source of this activity is the aberrant epigenetic reactivation of transposable elements (TEs). In tumors, TEs often provide cryptic or alternate promoters, which can generate transcripts that encode tumor-specific unannotated proteins. Thus, TE-derived transcripts have the potential to produce tumor-specific, but recurrent, antigens shared among many tumors. Identification of TE-derived tumor antigens holds the promise to improve cancer immunotherapy approaches; however, current genomics and computational tools are not optimized for their detection. Here we combined CAGE technology with full-length long-read transcriptome sequencing (Long-Read CAGE, or LRCAGE) and developed a suite of computational tools to significantly improve immunopeptidome detection by incorporating TE-derived and other tumor transcripts into the proteome database. By applying our methods to human lung cancer cell line H1299 data, we demonstrated that long-read technology significantly improves mapping of promoters with low mappability scores and LRCAGE guarantees accurate construction of uncharacterized 5’ transcript structure. Unannotated peptides predicted from newly characterized transcripts were readily detectable in whole cell lysate mass-spectrometry data. Incorporating unannotated peptides into the proteome database enabled us to detect non-canonical antigens in HLA-pulldown LC-MS/MS data. At last, we showed that epigenetic treatment increased the number of non-canonical antigens, particularly those encoded by TE-derived transcripts, which might expand the pool of targetable antigens for cancers with low mutational burden.

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High-throughput screen for genes predominantly expressed in the ICM of mouse blastocysts by whole mount in situ hybridiz

Project description:We attempted to identify candidate genes that are expressed more highly in the ICM than in TE cells. Mouse ES cells are cultured from the ICM, whereas mouse TS cells are cultured from the TE. Although these cells have been cultured in vitro, they represent the in vitro equivalents of the ICM and TE. Therefore, genes which are expressed more highly in ES than TS in microarray studies were good candidates for genes predominantly expressed in the ICM in blastocysts. We attempted to identify candidate genes that are expressed more highly in the ICM than in TE cells. Mouse ES cells are cultured from the ICM, whereas mouse TS cells are cultured from the TE. Although these cells have been cultured in vitro, they represent the in vitro equivalents of the ICM and TE. Therefore, genes which are expressed more highly in ES than TS in microarray studies were good candidates for genes predominantly expressed in the ICM in blastocysts.

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High-throughput screen for genes predominantly expressed in the ICM of mouse blastocysts by whole mount in situ hybridiz

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KDM5B decommissions the H3K4 methylation landscape of self-renewal genes during trophoblast stem cell differentiation [RNA-seq]

Project description:Trophoblast stem (TS) cells derived from the trophectoderm (TE) of mammalian embryos have the ability to self-renew indefinitely or differentiate into fetal lineages of the placenta. Epigenetic control of gene expression plays an instrumental role in dictating the fate of TS cell self-renewal and differentiation. However, the roles of histone demethylases and activating histone modifications such as methylation of histone 3 lysine 4 (H3K4me3/me2) in regulating TS cell expression programs, and in priming the epigenetic landscape for trophoblast differentiation, are largely unknown. Here, we demonstrate that the H3K4 demethylase, KDM5B, regulates the H3K4 methylome and expression landscapes of TS cells. Depletion of KDM5B resulted in downregulation of TS cell self-renewal genes and upregulation of trophoblast-lineage genes, which was accompanied by altered H3K4 methylation. Moreover, we found that KDM5B resets the H3K4 methylation landscape during differentiation in the absence of the external self-renewal signal, FGF4, by removing H3K4 methylation from promoters of self-renewal genes, and of genes whose expression is enriched in TS cells. Altogether, our data indicate an epigenetic role for KDM5B in regulating H3K4 methylation in TS cells and during trophoblast differentiation.

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KDM5B decommissions the H3K4 methylation landscape of self-renewal genes during trophoblast stem cell differentiation [ChIP-seq]

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Fosl1 transdifferentiate embryonic stem cells to differentiated trophoblast stem cells (RNA-seq)

Project description:During mammalian embryonic development, the first lineage commitment event gives rise to two distinct cell populations: the trophectoderm (TE) and the inner cell mass (ICM). The TE consists of outer cells of the blastocyst and ultimately forms the placenta while the ICM gives rise to all the embryonic tissues. Numerous transcription factors (TFs) guiding ICM differentiation into different embryonic tissues have been characterized. However, only a few TFs that are required for TE specification and differentiation have been identified, and much less is understood as to how these TFs interact with other TFs or with their chromosomal targets in order to drive cell fate towards TE lineage. Understanding trophectoderm development is crucial because cells in this lineage are required for proper embryo implantation in the uterus. Defects in this lineage can cause early failure of pregnancy as well as other pregnancy related disorders such as preeclampsia and intrauterine growth restriction (IUGR). Here, we characterize the function of one of TE-specific TF, Fosl1, which was previously suggested as having some role in placental development. We utilized mouse embryonic stem (ES) cells (derived from ICM) and showed that ectopic expression of Fosl1 can transdifferentiate ES cells to differentiated TS cells (trophoblast giant-like cells). We show that Fosl1 does so by directly binding and activating TE specific genes and genes associated with epithelial-mesenchymal transition (EMT). Using mouse trophoblast stem (TS) cells, we also establish that Fosl1 is required for specification of TS cells to trophoblast giant cells (TGCs) subtype. Therefore, we postulate that Fosl1 is a key regulator of TS cell differentiation.

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Project description:The inner cell mass (ICM) and trophoblast cell lineages duet early embryonic development in mammals. After implantation, the ICM forms the embryo proper as well as some extraembryonic tissues, whereas the trophoectoderm (TE) exclusively forms the fetal portion of the placenta and the trophoblast giant cells. Although embryonic stem (ES) cells can be derived from ICM in cultures of mouse blastocysts in the presence of LIF and/or combinations of small-molecule chemical compounds, and the undifferentiated pluripotent state can be stably maintained without use of serum and feeder cells, defined culture conditions for derivation and maintenance of undifferentiated trophoblast stem (TS) cells have not been established. Here, we report that addition of FGF2, activin A, XAV939, and Y27632 are necessary and sufficient for derivation of TS cells from both of E3.5 blastocysts and E6.5 early postimplantation extraembryonic ectoderm. Moreover, the undifferentiated TS cell state can be stably maintained in chemically defined culture conditions. Cells derived in this manner expressed TS cell marker genes, including Eomes, Elf5, Cdx2, Klf5, Cdh1, Esrrb, Sox2, and Tcfap2c; differentiated into all trophoblast subtypes (trophoblast giant cells, spongiotrophoblast, and labyrinthine trophoblast) in vitro; and exclusively contributed to trophoblast lineages in chimeric animals. This delineation of minimal requirements for derivation and self-renewal provides a defined platform for precise description and dissection of the molecular state of TS cells.

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