JLJun Yi Stanley Lim

Jun Yi Stanley Lim

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

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Jun Yi Stanley Lim has a total of 61 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Data from LINE-1 Locus Transcription Nucleates Oncogenic Chromatin Architecture

    by Michael Lee, Yuannyu Zhang, Jun Yi Stanley Lim, Tao Dai, James Ye, Margaret B. Cervantes, Varun Sondhi, Sisi Zheng, Yoon Jung Kim, Brandon Chen, et al.

    Retrotransposons are genomic parasites frequently reactivated in cancers, in which their mobility can cause genetic alterations. However, it remains unclear whether their gene products contribute to cancer beyond mutagenesis. In this study, we uncover a chromatin-associated function of RNAs from long interspersed element-1 (LINE-1), the only autonomous retrotransposon in the human genome. Subcellular-resolved transcriptomics revealed that LINE-1 RNAs are primarily nascent transcripts produced by full-length, cell type–specific genomic copies of evolutionarily young subfamilies. Using a long-read chromosome conformation assay, we identified a class of highly interactive LINE-1 loci required for gene expression across cancer subtypes, revealing an unexpected regulatory role for LINE-1 locus transcription in oncogenic gene control. LINE-1 RNA depletion disrupted LINE-1–centric chromatin interactions and downregulated associated genes, whereas genomic insertion of an inducible LINE-1 generated de novo chromatin interactions in a transcription-dependent manner. Therefore, beyond their mutagenic potential, retrotransposons also regulate cancer gene expression by nucleating chromatin architecture through their transcriptional activity.Significance:We developed a long-read chromatin conformation assay capable of resolving repetitive DNA, enabling the identification of highly interactive LINE-1 retrotransposon loci that nucleate chromatin architecture in cancer cells. This activity is driven by chromatin-associated LINE-1 transcripts, offering a biological rationale for the frequent reactivation of LINE-1 transcription in cancer.

  • Open Access

    Supplementary Figures S1-S17 from LINE-1 Locus Transcription Nucleates Oncogenic Chromatin Architecture

    by Michael Lee, Yuannyu Zhang, Jun Yi Stanley Lim, Tao Dai, James Ye, Margaret B. Cervantes, Varun Sondhi, Sisi Zheng, Yoon Jung Kim, Brandon Chen, et al.

    Figure S1. Subcellular localization of LINE-1 RNAs in cancer cells. Figure S2. Chromatin-associated LINE-1 RNAs are nascent transcripts associated in cis with their sites of transcription. Figure S3. Chromatin RNA-sequencing of human cancer cells and primary tumors to quantify locusspecific LINE-1 expression. Figure S4. Analysis of uniquely and multi-mapped reads by RNA-seq of LINE-1 expression. Figure S5. Identification of the expression cut-off for RNA-seq analysis of LINE-1 locus expression. Figure S6. Identification of cell type-specific LINE-1 locus expression in human cancer cell lines. Figure S7. Lineage-specific transcription factors and chromatin features regulate LINE-1 locus expression. Figure S8. LINE-1 Capture Pore-C for detecting LINE-1-centric chromatin interactions. Figure S9. Identification of LINE-1-centric chromatin interactions by L1CaP-C. Figure S10. Mappability analysis of L1CaP-C sequencing reads associated with chromatin interactions. Figure S11. LINE-1-centric chromatin interactions identified by L1CaP-C. Figure S12. Identification of highly interacting LINE-1 loci. Figure S13. L1CaP-C identifies pairwise and high-order chromatin interactions. Figure S14. Analysis of chromatin marks at HILL LINE-1 loci and super-enhancers (SEs). Figure S15. Correlation of HILL LINE-1 loci with clinical features in TCGA breast cancer samples. Figure S16. LINE-1 locus expression regulates oncogenic gene expression. Figure S17. LINE-1 depletion impairs cell proliferation and oncogenic gene expression.

  • Open Access

    Supplementary Tables S1-S4 from LINE-1 Locus Transcription Nucleates Oncogenic Chromatin Architecture

    by Michael Lee, Yuannyu Zhang, Jun Yi Stanley Lim, Tao Dai, James Ye, Margaret B. Cervantes, Varun Sondhi, Sisi Zheng, Yoon Jung Kim, Brandon Chen, et al.

    Table S1. List of genomic datasets used in this study. Table S2. List of oligonucleotides used in this study. Table S3. List of key reagents and resources used in this study. Table S4. List of full-length LINE-1 loci (>5 kb) annotated in the hg38 human reference genome.

  • Top Cited Papers
    Open Access

    Silencing of BCL11A by disrupting enhancer-dependent epigenetic insulation

    by Kaili Wang, Juan Wang, Ruopeng Feng, Kseniia Dudnyk, Yoon Jung Kim, Jun Yi Stanley Lim, Michael Lee, Yuannyu Zhang, Xiaofei Gao, Yong Cheng, et al.

    The transcription factor BCL11A is a genetically and clinically validated regulator of the fetal-to-adult hemoglobin switch in human erythroid cells. CRISPR editing of an intronic enhancer within the BCL11A gene reactivates fetal hemoglobin (HbF) in adult erythroid cells, serving as the first CRISPR-based therapy for β-hemoglobinopathies. However, the molecular basis for the remarkable efficacy of CRISPR-mediated enhancer ablation remains elusive. Here, we describe a new genome architecture, an enhancer-dependent chromatin rosette, that is essential for epigenetic insulation and the developmentally regulated, hematopoietic lineage–specific expression of BCL11A. CRISPR-mediated disruption of the BCL11A erythroid enhancer impairs transcription of enhancer-driven RNAs and NIPBL-dependent cohesin loading, leading to the destabilization of the rosette structure, loss of chromatin insulation, and epigenetic silencing of BCL11A. Moreover, targeted depletion of enhancer RNAs using antisense oligonucleotides silences BCL11A by disrupting epigenetic insulation, causing HbF reactivation in adult erythroid cells. These findings uncover an essential role for enhancer-driven epigenetic insulation in transcriptional control, presenting a new strategy for the therapeutic targeting of BCL11A.


  • Open Access

    LINE-1 Locus Transcription Nucleates Oncogenic Chromatin Architecture

    by Michael Lee, Yuannyu Zhang, Jun Yi Stanley Lim, Tao Dai, James Ye, Margaret B. Cervantes, Varun Sondhi, Sisi Zheng, Yoon Jung Kim, Brandon Chen, et al.

    Retrotransposons are genomic parasites frequently reactivated in cancers, in which their mobility can cause genetic alterations. However, it remains unclear whether their gene products contribute to cancer beyond mutagenesis. In this study, we uncover a chromatin-associated function of RNAs from long interspersed element-1 (LINE-1), the only autonomous retrotransposon in the human genome. Subcellular-resolved transcriptomics revealed that LINE-1 RNAs are primarily nascent transcripts produced by full-length, cell type–specific genomic copies of evolutionarily young subfamilies. Using a long-read chromosome conformation assay, we identified a class of highly interactive LINE-1 loci required for gene expression across cancer subtypes, revealing an unexpected regulatory role for LINE-1 locus transcription in oncogenic gene control. LINE-1 RNA depletion disrupted LINE-1–centric chromatin interactions and downregulated associated genes, whereas genomic insertion of an inducible LINE-1 generated de novo chromatin interactions in a transcription-dependent manner. Therefore, beyond their mutagenic potential, retrotransposons also regulate cancer gene expression by nucleating chromatin architecture through their transcriptional activity. Significance: We developed a long-read chromatin conformation assay capable of resolving repetitive DNA, enabling the identification of highly interactive LINE-1 retrotransposon loci that nucleate chromatin architecture in cancer cells. This activity is driven by chromatin-associated LINE-1 transcripts, offering a biological rationale for the frequent reactivation of LINE-1 transcription in cancer.


  • Open Access

    ecDNA-driven oncogene super-expressors shape immunoevasive tumor microenvironment

    by Kailiang Qiao, Qing-Lin Yang, Tuo Li, Xiongfeng Chen, Zeynep Yazgan, Yoon Jung Kim, Collin Gilbreath, Jun Yi Stanley Lim, Yipeng Xie, Xiaohui Sun, et al.

    EcDNA contributes to cancer genetic heterogeneity through random segregation during mitosis. Emerging evidence links ecDNA to immune evasion, but the mechanism remains elusive. Using genetically engineered mouse models of pancreatic ductal adenocarcinoma (PDAC), we show that Kras and Myc oncogenes are amplified either on ecDNAs or as homogeneously staining regions (HSRs) on chromosomes. ecDNA-driven tumors are more aggressive in immunocompetent mice. Single-cell transcriptomic and histological analyses reveal that ecDNA-driven tumors rapidly establish an immunoevasive tumor microenvironment (TME), marked by increased myofibroblastic cancer-associated fibroblasts (myCAFs) and reduced T cell infiltration. Mechanistically, ecDNA heterogeneity generates a subset of cancer cells with extremely high Kras expression, termed super-expressors, which secrete amphiregulin to promote myCAF expansion and suppress T cell infiltration. Clonally organized super-expressors establish an immunoevasive niche in the TME from patients with PDAC. Our findings demonstrate a causal role of ecDNA in TME remodeling, offering insights into cancer heterogeneity and immune evasion.

  • Open Access

    Cis and Trans Regulatory Mechanisms of ecDNA Segregation

    by Yipeng Xie, Jun Yi Stanley Lim, Wenyue Liu, Collin Gilbreath, Xiaohui Sun, Kailiang Qiao, Yoon Jung Kim, Sihan Wu

    Extrachromosomal DNAs (ecDNAs) attach to chromosomes during mitosis for random segregation and promote cancer heterogeneity. However, the mechanism governing ecDNA-chromosome mitotic interactions remains poorly understood. This study shows that ecDNAs tether to histone H3 lysine 27 acetylation (H3K27ac)-marked chromatin during mitosis. Depleting H3K27ac disrupts this interaction. Diverse bromodomain proteins, as H3K27ac readers, stabilise ecDNA-chromosome binding in a context-dependent and complementary manner. Although disrupting the Mediator complex in asynchronous cells detaches ecDNAs from mitotic chromosomes, Mediator and active Pol II are absent from ecDNAs during mitosis, suggesting that ecDNAs are transcriptionally silent during mitosis. Instead, inactive Pol II mediates ecDNA attachment. Furthermore, CRISPR interference targeting transcriptional regulatory elements on ecDNA impairs ecDNA segregation. Mis-segregated ecDNAs were expelled into the cytosol, leading to diminished oncogene expression and a reversal of therapy resistance. Our research provides universal cis and trans regulatory mechanisms of ecDNA segregation, offering deeper insight into ecDNA-driven oncogenesis.


  • Open Access

    Supplementary Figure S2 from Acquired Cross-Resistance in Small Cell Lung Cancer due to Extrachromosomal DNA Amplification of MYC Paralogs

    by Shreoshi Pal Choudhuri, Luc Girard, Jun Yi Stanley Lim, Jillian F. Wise, Braeden Freitas, Di Yang, Edmond Wong, Seth Hamilton, Victor D. Chien, Yoon Jung Kim, et al.

    Comparison gene expression and H3K27ac between MGH1518 serial models

  • Open Access

    Supplementary Figure S7 from Acquired Cross-Resistance in Small Cell Lung Cancer due to Extrachromosomal DNA Amplification of MYC Paralogs

    by Shreoshi Pal Choudhuri, Luc Girard, Jun Yi Stanley Lim, Jillian F. Wise, Braeden Freitas, Di Yang, Edmond Wong, Seth Hamilton, Victor D. Chien, Yoon Jung Kim, et al.

  • Open Access

    Supplementary Figure S11 from Acquired Cross-Resistance in Small Cell Lung Cancer due to Extrachromosomal DNA Amplification of MYC Paralogs

    by Shreoshi Pal Choudhuri, Luc Girard, Jun Yi Stanley Lim, Jillian F. Wise, Braeden Freitas, Di Yang, Edmond Wong, Seth Hamilton, Victor D. Chien, Yoon Jung Kim, et al.

    Frequency of amplified oncogenes across PDX panel, similarity of ecMYC/L/N structures, and regression analysis of average drug response versus MYC paralog copy number, expression and amplicon type.