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Cancer-Associated Fibroblasts Shape a High-Lactate Microenvironment to Drive Perineural Invasion in Pancreatic Cancer via Histone Lactylation

ABSTRACT: Perineural invasion (PNI) is a pivotal prognostic factor in pancreatic cancer, associated with aggressive tumor behavior and adverse patient outcomes. Despite its recognized clinical impact, the molecular mechanisms underlying PNI are not well understood. In this study, we isolated perineural invasion-associated cancer-associated fibroblasts (pCAFs), which demonstrated a markedly enhanced capacity to promote neural invasion in pancreatic cancer compared to non-perineural invasion-associated CAFs (npCAFs). Utilizing single-cell, high-throughput sequencing, and metabolomics, we identified a significant upregulation of glycolysis in pCAFs, fostering a high-lactate tumor microenvironment conducive to cancer progression. pCAFs-derived lactate is absorbed by tumor cells, facilitating histone H3K18 lactylation. This epigenetic modification activates the transcription of neural invasion-associated genes such as L1CAM and SLIT1, thereby driving PNI in pancreatic cancer. Further exploration of metabolic reprogramming in pCAFs revealed enhanced acetylation of the glycolytic enzyme GAPDH, correlated with increased enzymatic activity and glycolytic flux. Targeting of GAPDH and lactylation modifications significantly inhibits neural invasion in a KPC mouse model. Clinical data suggested that high levels of H3K18 lactylation correlate with severe PNI and poorer patient prognosis. Our findings provide critical insights into the role of pCAFs in the PNI of pancreatic cancer, highlighting glycolytic reprogramming and lactate-driven histone modifications as potential therapeutic targets for PDAC.

ORGANISM(S): Homo sapiens

PROVIDER: GSE290654 | GEO | 2025/03/19

REPOSITORIES: GEO

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Cancer-Associated Fibroblasts Shape a High-Lactate Microenvironment to Drive Perineural Invasion in Pancreatic Cancer via Histone Lactylation [RNA-seq]

Project description:Perineural invasion (PNI) is a pivotal prognostic factor in pancreatic cancer, associated with aggressive tumor behavior and adverse patient outcomes. Despite its recognized clinical impact, the molecular mechanisms underlying PNI are not well understood. In this study, we isolated perineural invasion-associated cancer-associated fibroblasts (pCAFs), which demonstrated a markedly enhanced capacity to promote neural invasion in pancreatic cancer compared to non-perineural invasion-associated CAFs (npCAFs). Utilizing single-cell, high-throughput sequencing, and metabolomics, we identified a significant upregulation of glycolysis in pCAFs, fostering a high-lactate tumor microenvironment conducive to cancer progression. pCAFs-derived lactate is absorbed by tumor cells, facilitating histone H3K18 lactylation. This epigenetic modification activates the transcription of neural invasion-associated genes such as L1CAM and SLIT1, thereby driving PNI in pancreatic cancer. Further exploration of metabolic reprogramming in pCAFs revealed enhanced acetylation of the glycolytic enzyme GAPDH, correlated with increased enzymatic activity and glycolytic flux. Targeting of GAPDH and lactylation modifications significantly inhibits neural invasion in a KPC mouse model. Clinical data suggested that high levels of H3K18 lactylation correlate with severe PNI and poorer patient prognosis. Our findings provide critical insights into the role of pCAFs in the PNI of pancreatic cancer, highlighting glycolytic reprogramming and lactate-driven histone modifications as potential therapeutic targets for PDAC.

2025-03-05 | GSE290845 | GEO

Transcription profiling of human neuro-invasive pancreatic tumors engineered in-vitro compared to less invasive parental cells

Project description:Perineural invasion (PNI) is considered to be a specific path for the spread of pancreatic cancer cells and PNI is thought to be one of the important factors that determine local recurrence after resection. In addition PNI has been implicated in the pain syndrome that affects the majority of pancreatic ductal adenocarcinoma (PDAC) patients. Here we aimed to investigate the transcriptional differences between neuro-invasive tumors engineered in-vitro compared to less invasive parental cells. Two colour differential hybridisations were performed with human universal reference total RNA (Clontech, #636538).

2009-04-01 | E-TABM-400 | biostudies-arrayexpress

Gene expression signatures associated with Perineural Invasion in pancreatic ductal adenocarcinoma

Project description:Perineural invasion (PNI) is a prominent characteristic of pancreatic ductal adenocarcinoma (PDAC) and indicates poor prognosis. The invasion of the surrounding nerves by pancreatic cancer cells not only provides route for metastasis but also contributes to neural remodeling and changes in the neuronal milieu that can profoundly influenced the microenvironment of pancreatic cancer. To investigate the downstream molecules associated with PNI, the experiment analyzed mRNA expression of 50 pairs of pancreatic ductal adenocarcinoma tissue and paired adjacent non-tumor tissue, among which 28 pairs of cases diagnosed with PNI by experienced pathologist. Results provide new insight into molecular basis for the influence of PNI on the microenvironment of pancreatic cancer.

2017-08-04 | GSE102238 | GEO

lncRNA profile of CAFs isolated from Pancreatic cancer

Project description:Perineural invasion (PNI) is a unique biological feature of pancreatic cancer and is a key cause of pancreatic cancer metastasis, recurrence and poor postoperative survival, but its mechanism is largely unclarified. Clinical sample analysis and endoscopic ultrasonographic elasticity scoring indicated that cancer-associated fibroblasts (CAFs) are closely related to the occurrence of PNI. Furthermore, CAF-derived extracellular vesicles played an extremely important role in PNI in a dorsal root ganglion (DRG) coculture model and sciatic nerve model. To explore the lncRNA packaged in CAFs EVs, we conducted the lncRNA profile of CAFs isolated from pancreatic cancer

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RIP sequencing in PANC-1 cells to map the YBX1-binding mRNA of PANC-1 cells treated with CAF-derived Evs

Project description:Perineural invasion (PNI) is a unique biological feature of pancreatic cancer and is a key cause of pancreatic cancer metastasis, recurrence and poor postoperative survival, but its mechanism is largely unclarified. Clinical sample analysis and endoscopic ultrasonographic elasticity scoring indicated that cancer-associated fibroblasts (CAFs) are closely related to the occurrence of PNI. Furthermore, CAF-derived extracellular vesicles played an extremely important role in PNI in a dorsal root ganglion (DRG) coculture model and sciatic nerve model. Next, we demonstrated that CAFs promoted PNI via extracellular vesicle transmission of PNI-associated transcript (PIAT). To explored the potential mRNA interacted with YBX1, we we performed YBX1 RNA immunoprecipitation–sequencing (RIP-seq).

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mRNA profile of PANC-1 treated with CAF-derived Evs

Project description:Perineural invasion (PNI) is a unique biological feature of pancreatic cancer and is a key cause of pancreatic cancer metastasis, recurrence and poor postoperative survival, but its mechanism is largely unclarified. Clinical sample analysis and endoscopic ultrasonographic elasticity scoring indicated that cancer-associated fibroblasts (CAFs) are closely related to the occurrence of PNI. Furthermore, CAF-derived extracellular vesicles played an extremely important role in PNI in a dorsal root ganglion (DRG) coculture model and sciatic nerve model. Next, we demonstrated that CAFs promoted PNI via extracellular vesicle transmission of PNI-associated transcript (PIAT). To determine how CAF EVs exert its function, we performed mRNA sequencing on PANC-1 treated with CAFs-derived EVs

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lncRNA profile of PANC-1 treated with CAFs derived EVs

Project description:Perineural invasion (PNI) is a unique biological feature of pancreatic cancer and is a key cause of pancreatic cancer metastasis, recurrence and poor postoperative survival, but its mechanism is largely unclarified. Clinical sample analysis and endoscopic ultrasonographic elasticity scoring indicated that cancer-associated fibroblasts (CAFs) are closely related to the occurrence of PNI. Furthermore, CAF-derived extracellular vesicles played an extremely important role in PNI in a dorsal root ganglion (DRG) coculture model and sciatic nerve model. To explore the lncRNA packaged in CAFs EVs transmitted to PANC-1, we conducted the lncRNA profile of PAN-1 treated with CAFs derived EVs.

2024-05-07 | GSE266656 | GEO

Expression of microRNAs and Protein-coding Genes Associated with Perineural Invasion in Prostate Cancer

Project description:BACKGROUND. Perineural invasion (PNI) is the dominant pathway for local invasion in prostate cancer. To date, only few studies have investigated the molecular differences between prostate tumors with PNI and those without it. METHODS. To evaluate the involvement of both microRNAs and protein-coding genes in PNI, we determined their genome-wide expression with a custom microRNA microarray and Affymetrix GeneChips in 50 prostate adenocarcinomas with PNI and 7 without it. In-situ hybridization and immunohistochemistry was used to validate candidate genes. RESULTS. Unsupervised classification of the 57 adenocarcinomas revealed two clusters of tumors with distinct global microRNA expression. One cluster contained all non-PNI tumors and a subgroup of PNI tumors. Significance analysis of microarray data yielded a list of microRNAs associated with PNI. At a false discovery rate (FDR) < 10%, 19 microRNAs were higher expressed in PNI tumors than in non-PNI tumors. The most differently expressed microRNA was miR-224. In-situ hybridization showed that this microRNA is expressed by perineural cancer cells. The analysis of protein-coding genes identified 34 transcripts that were differently expressed by PNI status (FDR <10%). These transcripts were down-regulated in PNI tumors. Many of those encoded metallothioneins and proteins with mitochondrial localization and involvement in cell metabolism. Consistent with the microarray data, perineural cancer cells tended to have lower metallothionein expression by immunohistochemistry than nonperineural cancer cells. CONCLUSIONS. Although preliminary, our findings suggest that alterations in microRNA expression, mitochondrial function, and cell metabolism occur at the transition from a non-invasive prostate tumor to a tumor with PNI. Keywords: Disease State analysis

2008-07-01 | GSE7055 | GEO

Cancer-Associated Fibroblasts Shape a High-Lactate Microenvironment to Drive Perineural Invasion in Pancreatic Cancer via Histone Lactylation

Project description:Cancer-Associated Fibroblasts Shape a High-Lactate Microenvironment to Drive Perineural Invasion in Pancreatic Cancer via Histone Lactylation

| PRJNA1229487 | ENA

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