Biology subjects

Ko, K.-P.

Publications and source records attributed to Ko, K.-P..

11 recordsLinked to original sources

bioRxiv2025

Single-cell lineage trajectory defines CDK inhibitor-sensitive cells-of-origin in esophageal squamous cell cancer

Understanding the cells of origin is essential for overcoming therapy resistance in esophageal squamous cell carcinoma (ESCC). We utilized machine learning-based single-cell trajectory analysis on 4NQO-induced murine models and genetically engineered organoids to identify multiple distinct cell clusters that serve as cellular origins of ESCC. Gene regulatory network analysis of these populations indicated activation of stem/progenitor cell regulators, including PRRX2 and CEBP{beta}. Translating these findings, a transcriptome-based drug repurposing screen identified five chemical candidates, four of which are potent Cyclin-Dependent Kinase (CDK) inhibitors, aligning with the frequent loss-of-function mutations in TP53 and CDKN2A observed in ESCC. Notably, CDK inhibitors markedly inhibit ESCC cell proliferation. This research delineates the potential cellular origins of ESCC and their key regulons, thereby pioneering a single-cell-derived therapeutic strategy that exposes vulnerabilities in tumor-initiating cells.

cancer biology↗

bioRxiv2025

Comparative single-cell transcriptomics of orthotopic and subcutaneous gastric tumors reveal immune and stromal heterogeneity

Preclinical cancer models often use subcutaneous (SC) implantation, which fails to recapitulate the native tumor microenvironment (TME) of orthotopic (ORT) sites. To resolve these differences, we used single-cell RNA sequencing (scRNA-seq) on paired SC and ORT implants of the CKP syngeneic gastric cancer model. Histopathological differences were minimal, but scRNA-seq revealed profound TME divergence. ORT tumors displayed robust stromal activation, coordinated fibroblast and endothelial signaling, and an immune compartment marked by higher T/NK cell activation and IgA-biased B cell plasma programs, reflecting a physiological mucosal environment. In contrast, SC tumors had higher overall T cell infiltration but showed markedly increased CD8+ T cell exhaustion and an enriched oxidative tumor program. Our findings provide critical guidance: SC models are optimal for high-throughput and exhaustion-focused assays, whereas ORT models are indispensable for studying organ-specific immune and stromal biology with translational fidelity.

cancer biology↗

bioRxiv2025

SMARCA4 is essential for early-stage tumor development but its loss promotes late-stage cancer progression in small-cell lung cancer

SMARCA4 and other components of the SWI/SNF chromatin remodeling complex have been implicated in various cancers. Yet, its role in small cell lung cancer (SCLC) tumorigenesis remains poorly understood. Genetically engineered mouse models (GEMMs) of SCLC revealed that deletion of Smarca4 significantly decreased tumor development in this model. Pharmacological inhibition of SMARCA4 decreased the proliferation of preneoplastic neuroendocrine (NE) cells. These effects coincided with reduced expression of the lineage-specific transcription factor, ASCL1, suggesting that disruption of the SMARCA4-ASCL1 axis impairs tumor development. However, Smarca4-deficient tumors, albeit smaller than controls, displayed features associated with malignant progression, including variant histology and the loss of NE differentiation. This prompted us to test the functional role of SMARCA4 in established tumor cells that recapitulate late-stage disease. Intriguingly, whilst Smarca4 knockdown in tumor cells failed to affect their proliferative capacity in vitro, Smarca4 knockdown tumors exhibited enhanced growth following subcutaneous transplantation in athymic nude mice. Interestingly, SMARCA4 knockdown significantly reduced expression and cell-surface display of PVR, a ligand for activating natural killer (NK) cells. These results led to an idea that the enhanced tumor formation was partly owing to altered tumor-NK cell interactions mediated by the SMARCA4-PVR axis in tumor cells. These findings suggest that SMARCA4 plays a temporally distinct role in SCLC, supporting early tumorigenesis but potentially functioning as a tumor suppressor in the later stages. The dramatic differences observed when targeting SMARCA4 in distinct disease states emphasize a need to acknowledge how differences in the timing of alterations can drastically alter tumor evolution.

cancer biology↗

bioRxiv2025

Deciphering precursor cell dynamics in esophageal preneoplasia via genetic barcoding and single-cell transcriptomics

Although histologically normal, esophageal preneoplastic cells harbor early genetic alterations and likely exhibit lineage plasticity. However, their origins and trajectories remain unclear. To address this, we combined genetic barcoding with single-cell RNA sequencing to trace the lineage of esophageal preneoplastic cells. We identified a distinct progenitor-like cell population with high plasticity. Through a newly developed scoring system, these high-plasticity cells are mapped, revealing their contributions to proliferative and basal cell populations. This approach uncovers molecular markers, including Nfib and Qk, that define these precursor cells, validated by spatial transcriptomics and a Trp53 Cdkn2a Notch1 mouse model. These findings provide critical insights into early tumorigenesis, highlighting the potential of precursor cells as biomarkers for early detection and therapeutic targets of esophageal squamous cell cancer. By elucidating the cellular dynamics underlying esophageal preneoplasia, this research lays the foundation for strategies to prevent malignant progression, offering broader implications for improving cancer diagnostics and treatment approaches. Significance StatementPreneoplastic cells often appear histologically normal yet carry early genetic and transcriptional changes that predispose them to malignant transformation. In this study, we combine genetic barcoding with single-cell transcriptomics to uncover the lineage dynamics of esophageal preneoplastic cells. We identify a distinct progenitor population, preneoplastic cells of esophageal squamous cell carcinoma (pESCC), characterized by high plasticity and a unique trajectory that gives rise to proliferating and basal cell populations. By developing a new computational scoring method to integrate lineage topology with differentiation state, we provide a framework for tracing cellular origins beyond conventional inference-based models. Our findings shed light on the earliest events in tumor initiation and offer a new paradigm for identifying biomarkers and intervention targets in the precancerous stages of esophageal cancer.

cancer biology↗

bioRxiv2024

Actin dysregulation induces immune evasion via oxidative stress-activated PD-L1 in gastric cancer

Diffuse gastric adenocarcinoma (DGAC) is an aggressive malignancy with limited therapeutic options, poor prognosis, and poorly understood biology. CRACD, an actin polymerization regulator, is often inactivated in gastric cancer, including DGAC. We found that genetic engineering of murine gastric organoids with Cracd ablation combined with Kras mutation and Trp53 loss induced aberrant cell plasticity, hyperproliferation, and hypermucinosis, the features that recapitulate DGAC transcriptional signatures. Notably, CRACD inactivation remodeled the immune landscape for immune evasion through PD-L1 enrichment in tumor cells. Mechanistically, CRACD loss disrupted actin dynamics, generating reactive oxygen species that activated HIF1, which transactivated PD-L1. Pharmacologic inhibition of HIF1 or PD-L1 restored immune surveillance and suppressed tumorigenesis. These findings reveal a novel role of actin homeostasis in limiting cell plasticity and immune evasion, position CRACD as a potential biomarker for stratifying patients with DGAC, and highlight HIF1 and PD-L1 as actionable therapeutic targets.

cancer biology↗

bioRxiv2023

CRACD suppresses neuroendocrinal plasticity of lung adenocarcinoma

Tumor cell plasticity contributes to intratumoral heterogeneity and therapy resistance. Through cell plasticity, lung adenocarcinoma (LUAD) cells transform into neuroendocrinal (NE) tumor cells. However, the mechanisms of NE cell plasticity remain unclear. CRACD, a capping protein inhibitor, is frequently inactivated in cancers. CRACD knock-out (KO) de-represses NE-related gene expression in the pulmonary epithelium and LUAD cells. In LUAD mouse models, Cracd KO increases intratumoral heterogeneity with NE gene expression. Single-cell transcriptomic analysis showed that Cracd KO-induced NE plasticity is associated with cell de-differentiation and activated stemness-related pathways. The single-cell transcriptomes of LUAD patient tumors recapitulate that the distinct LUAD NE cell cluster expressing NE genes is co-enriched with SOX2, OCT4, and NANOG pathway activation, and impaired actin remodeling. This study reveals an unexpected role of CRACD in restricting NE cell plasticity that induces cell de-differentiation, providing new insights into cell plasticity of LUAD.

cancer biology↗

bioRxiv2023

Modeling, dissecting, and subtyping of E-Cadherin inactivation-associated diffuse-type gastric adenocarcinoma

This study investigates diffuse-type gastric adenocarcinoma (DGAC), a deadly and treatment-resistant cancer. It reveals that CDH1 inactivation occurs in a subset of DGAC patient tumors, leading to the identification of two distinct DGAC subtypes. The findings emphasize the importance of understanding DGACs molecular diversity for personalized medicine in patients with CDH1 inactivation.

cancer biology↗

bioRxiv2023

CRACD, a gatekeeper restricting proliferation, heterogeneity, and immune evasion of small cell lung cancer

Small cell lung cancer (SCLC) is aggressive with limited therapeutic options. Despite recent advances in targeted therapies and immunotherapies, therapy resistance is a recurring issue, which might be partly due to tumor cell plasticity, a change in cell fate. Nonetheless, the mechanisms underlying tumor cell plasticity and immune evasion in SCLC remain elusive. CRACD, a capping protein inhibitor that promotes actin polymerization, is frequently inactivated in SCLC. Cracd knockout (KO) transforms preneoplastic cells into SCLC tumor-like cells and promotes in vivo SCLC development driven by Rb1, Trp53, and Rbl2 triple KO. Cracd KO induces neuroendocrine (NE) plasticity and increases tumor cell heterogeneity of SCLC tumor cells via dysregulated NOTCH1 signaling by actin cytoskeleton disruption. CRACD depletion also reduces nuclear actin and induces EZH2-mediated H3K27 methylation. This nuclear event suppresses the MHC-I genes and thereby depletes intratumoral CD8+ T cells for accelerated SCLC tumorigenesis. Pharmacological blockade of EZH2 inhibits CRACD-negative SCLC tumorigenesis by restoring MHC-I expression and immune surveillance. Unsupervised single-cell transcriptomics identifies SCLC patient tumors with concomitant inactivation of CRACD and downregulated MHC-I pathway. This study defines CRACD, an actin regulator, as a tumor suppressor that limits cell plasticity and immune evasion and proposes EZH2 blockade as a viable therapeutic option for CRACD-negative SCLC.

cancer biology↗

bioRxiv2023

Tumor Niche Network-Defined Subtypes Predict Immunotherapy Response of Esophageal Squamous Cell Cancer

Despite the promising outcomes of immune checkpoint blockade (ICB), resistance to ICB presents a new challenge. Therefore, selecting patients for specific ICB applications is crucial for maximizing therapeutic efficacy. Herein we curated 69 human esophageal squamous cell cancer (ESCC) patients tumor microenvironment (TME) single-cell transcriptomic datasets to subtype ESCC. Integrative analyses of the cellular network transcriptional signatures of T cells, myeloid cells, and fibroblasts define distinct ESCC subtypes characterized by T cell exhaustion, Interferon (IFN) a/b signaling, TIGIT enrichment, and specific marker genes. Furthermore, this approach classifies ESCC patients into ICB responders and non-responders, as validated by liquid biopsy single-cell transcriptomics. Our study stratifies ESCC patients based on TME transcriptional network, providing novel insights into tumor niche remodeling and predicting ICB responses in ESCC patients.

cancer biology↗

bioRxiv2022

Key Genetic Determinants Driving Esophageal Squamous Cell Carcinoma Initiation and Immune Evasion

Background and aimsDespite recent progress in identifying aberrant genetic and epigenetic alterations in esophageal squamous cell carcinoma (ESCC), the mechanism of ESCC initiation remains unknown. MethodsUsing CRISPR/Cas 9-based genetic ablation, we targeted 9 genes (TP53, CDKN2A, NOTCH1, NOTCH3, KMT2D, KMT2C, FAT1, FAT4, and AJUBA) in murine esophageal organoids (EOs). Transcriptomic phenotypes of organoids and chemokine released by organoids were analyzed by single-cell RNA sequencing (scRNA-seq). Tumorigenicity and immune evasion of organoids were monitored by allograft transplantation. Human ESCC scRNA-seq datasets were analyzed to classify patients and find subsets relevant to organoid models and immune evasion. ResultsWe established 32 genetically engineered EOs and identified key genetic determinants that drive ESCC initiation. A single-cell transcriptomic analysis uncovered that Trp53, Cdkn2a, and Notch1 (PCN) triple-knockout (KO) induces neoplastic features of ESCC by generating cell lineage heterogeneity and high cell plasticity. PCN KO also generates an immunosuppressive niche enriched with exhausted T cells and M2 macrophages via the CCL2-CCR2 axis. Mechanistically, CDKN2A inactivation transactivates CCL2 via NF-{kappa}B. Moreover, comparative single-cell transcriptomic analyses stratified ESCC patients and identified a specific subtype recapitulating the PCN-type ESCC signatures, including the high expression of CCL2 and CD274/PD-L1. ConclusionsOur study unveils that loss of TP53, CDKN2A, and NOTCH1 induces esophageal neoplasia and immune evasion for ESCC initiation and proposes the CCL2 blockade as a viable option for targeting PCN-type ESCC.

cancer biology↗

bioRxiv2022

PCLAF-DREAM Drives Alveolar Cell Plasticity for Lung Regeneration

Spatiotemporal control of stem and progenitor cells is essential for lung regeneration, the failure of which leads to lung disease. However, the mechanism of alveolar cell plasticity during regeneration remains elusive. We previously found that PCLAF remodels the DREAM complex for cell cycle re-entry. PCLAF expression is specifically enriched in proliferating lung progenitor cells, along with the DREAM target genes by lung damage. Genetic ablation of Pclaf inhibited alveolar type I (AT1) cell regeneration from alveolar type II (AT2) cells, inducing lung fibrosis. Mechanistically, the PCLAF-DREAM complex directly transactivates CLIC4, promoting TGF-{beta} signaling that regulates the balance between AT1 and AT2 cells. Furthermore, a drug candidate that mimics the PCLAF-DREAM transcriptional signatures for lung regeneration was identified and validated in organoids and mice. Our study unveils an unexpected role of the PCLAF-DREAM axis in controlling alveolar cell plasticity for lung regeneration and proposes a viable option for lung fibrosis prevention. One Sentence SummaryPCLAF-DREAM-driven alveolar cell plasticity is crucial for lung regeneration and can be pharmacologically targeted as a therapeutic strategy for lung fibrosis.

cell biology↗