Epithelial-mesenchymal Transition Signature Research Articles

SEM1 promotes tumor progression of glioblastoma via activating the akt signaling pathway

IntroductionSEM1, a 26 S proteasome complex subunit, is an essential regulator of tumor growth. However, the underlying mechanism of SEM1 mediated glioma progression remains to be elucidated. MethodsData from bulk-tumor, single-cell, and spatial sequencing were analyzed to reveal correlations between SEM1 and clinical traits, cell types, and functional enrichment in gliomas. Immunohistochemistry was used to assess SEM1 expression. MTT, flow cytometry, apoptosis signature, epithelial–mesenchymal transition signature, Transwell, and organoid assays were used to study SEM1's effect on the malignant behavior of glioma (U251 and LN229) cells. Weighted gene co-expression network analysis (WGCNA) was conducted to construct an SEM1-mediated malignant regulatory network. Accordingly, survival analysis, therapeutic response, drug prediction, and molecular docking analyses were performed. ResultsHigh SEM1 expression was observed in gliomas and correlated with worse clinical features and prognosis. Moreover, SEM1 is mainly localized in malignant cells (glioma cells). SEM1 knockout inhibited the proliferation, invasion, and migration of glioma cells and promoted their apoptosis. We also constructed an SEM1 malignant regulatory network that was bridged by the PI3K-Akt pathway. The network had a high prognostic value. Finally, drugs potentially targeting SEM1 were screened and docked to SEM1. ConclusionsSEM1 is critically involved in the proliferation, apoptosis, invasion, and migration of glioma cells. The SEM1 malignant regulatory network shows high significance for the prognosis and treatment of gliomas.

Downregulation of mitochondrial complex I induces ROS production in colorectal cancer subtypes that differently controls migration

BackgroundColorectal cancer (CRC) can be classified into four molecular subtypes (CMS) among which CMS1 is associated with the best prognosis, while CMS4, the mesenchymal subtype, has the worst outcome. Although mitochondria are considered to be hubs of numerous signaling pathways, the study of mitochondrial metabolism has been neglected for many years. Mitochondrial Complex I (CI) plays a dual role, both in energy and reactive oxygen species (ROS) production. However, the possible contribution of CI to tumorigenesis in cancer remains unclear. The purpose of this study was to investigate the CI under the prism of the CMS classification of CRC in ex vivo models.MethodsBiochemical dosages, bioenergetics analysis and western-blot were used to characterize CI expression, function and redox balance in LoVo and MDST8 cell lines, belonging to CMS1 and CMS4 subgroups, respectively. Cell proliferation and migration were assessed by xCELLigence technology. Overproduction or scavenging of mitochondrial ROS (mtROS) were performed to analyze the effect of mtROS on proliferation, migration, and mesenchymal markers. Focal adhesion kinase (FAK) and its activation were analyzed by immunofluorescence. We assessed the distribution of two CI scores in CRC cohorts according to CMS classification and their relevance for patient survival.ResultsWe found that CI is downregulated in CMS4 cells and is associated with elevated mtROS. We establish for the first time that in these migrating cells, mtROS production is maintained at optimal levels not only through changes in CI activity but also by inactivation/acetylation of superoxide dismutase 2 (SOD2), a major mitochondrial antioxidant enzyme. We show that promoting or scavenging mtROS both mitigate CMS4 cells’ migration. Our results also point to a mtROS-mediated focal adhesion kinase (FAK) activation, which likely sustains their migratory phenotype. Using cohorts of CRC patients, we document that the expression of CI is downregulated in the CMS4 subgroup, and that low CI expression is associated with poor prognosis. Patients’ datasets reveal an inverse correlation between CI and the epithelial-mesenchymal transition (EMT) pathway.ConclusionWe showed that inhibition of CI contributes to heighten mtROS, which likely foster MDST8 migration and might account for the specific EMT signature of CMS4 tumors. These data reveal a novel role of mitochondrial CI in CRC, with biological consequences that may be targeted with anti- or pro-oxidant drugs in clinical practice.

Aberrations in ion channels interacting with lipid metabolism and epithelial-mesenchymal transition in esophageal squamous cell carcinoma.

Esophageal squamous cell carcinoma (ESCC) is the most prevalent malignant gastrointestinal tumor. Ion channels contribute to tumor growth and progression through interactions with their neighboring molecules including lipids. The dysregulation of membrane ion channels and lipid metabolism may contribute to the epithelial-mesenchymal transition (EMT), leading to metastatic progression. Herein, transcriptome profiles of patients with ESCC were analyzed by performing differential gene expression and weighted gene co-expression network analysis to identify the altered ion channels, lipid metabolism- and EMT-related genes in ESCC. A total of 1,081 differentially expressed genes, including 113 ion channels, 487 lipid metabolism-related, and 537 EMT-related genes, were identified in patients with ESCC. Thereafter, EMT scores were correlated with altered co-expressed genes. The altered co-expressed genes indicated a correlation with EMT signatures. Interactions among 22 ion channels with 3 hub lipid metabolism- and 13 hub EMT-related proteins were determined using protein-protein interaction networks. A pathway map was generated to depict deregulated signaling pathways including insulin resistance and the estrogen receptor-Ca2+ signaling pathway in ESCC. The relationship between potential ion channels and 5-year survival rates in ESCC was determined using Kaplan-Meier plots and Cox proportional hazard regression analysis. Inositol 1,4,5-trisphosphate receptor type 3 (ITPR3) was found to be associated with poor prognosis of patients with ESCC. Additionally, drugs interacting with potential ion channels, including GJA1 and ITPR3, were identified. Understanding alterations in ion channels with lipid metabolism and EMT in ESCC pathophysiology would most likely provide potential targets for the better treatment of patients with ESCC.

PLA2G12A as a Novel Biomarker for Colorectal Cancer with Prognostic Relevance

Metastasis is the leading cause of colorectal cancer (CRC)-related deaths. Therefore, the identification of accurate biomarkers predictive of metastasis is needed to better stratify high-risk patients to provide preferred management and reduce mortality. In this study, we identified 13 new genes that modified circulating tumor cell numbers using a genome-wide genetic screen in a whole animal CRC model. Candidate genes were subsequently evaluated at the gene expression level in both an internal human CRC cohort of 153 patients and an independent cohort from the TCGA including 592 patients. Interestingly, the expression of one candidate, PLA2G12A, significantly correlated with both the time to recurrence and overall survival in our CRC cohort, with its low expression being an indicator of a poor clinical outcome. By examining the TCGA cohort, we also found that low expression of PLA2G12A was significantly enriched in epithelial–mesenchymal transition signatures. Finally, the candidate functionality was validated in vitro using three different colon cancer cell lines, revealing that PLA2G12A deficiency increases cell proliferation, migration, and invasion. Overall, our study identifies PLA2G12A as a prognostic biomarker of early-stage CRC, providing evidence that its deficiency promotes tumor growth and dissemination.

MiR-146a-5p deficiency in extracellular vesicles of glioma-associated macrophages promotes epithelial-mesenchymal transition through the NF-κB signaling pathway

Glioma-associated macrophages (GAMs) are pivotal chains in the tumor immune microenvironment (TIME). GAMs mostly display M2-like phenotypes with anti-inflammatory features related to the malignancy and progression of cancers. Extracellular vesicles derived from immunosuppressive GAMs (M2-EVs), the essential components of the TIME, greatly impact the malignant behavior of GBM cells. M1- or M2-EVs were isolated in vitro, and human GBM cell invasion and migration were reinforced under M2-EV treatment. Signatures of the epithelial-mesenchymal transition (EMT) were also enhanced by M2-EVs. Compared with M1-EVs, miR-146a-5p, considered the key factor in TIME regulation, was deficient in M2-EVs according to miRNA-sequencing. When the miR-146a-5p mimic was added, EMT signatures and the invasive and migratory abilities of GBM cells were correspondingly weakened. Public databases predicted the miRNA binding targets and interleukin 1 receptor-associated kinase 1 (IRAK1) and tumor necrosis factor receptor-associated factor 6 (TRAF6) were screened as miR-146a-5p binding genes. Bimolecular fluorescent complementation and coimmunoprecipitation confirmed interactions between TRAF6 and IRAK1. The correlation between TRAF6 and IRAK1 was evaluated with immunofluorescence (IF)-stained clinical glioma samples. The TRAF6-IRAK1 complex is the switch and the brake that modulates IKK complex phosphorylation and NF-κB pathway activation, as well as the EMT behaviors of GBM cells. Furthermore, a homograft nude mouse model was explored and mice transplanted with TRAF6/IRAK1-overexpressing glioma cells had shorter survival times while mice transplanted with glioma cells with miR-146a-5p overexpression or TRAF6/IRAK1 knockdown lived longer. This work indicated that in the TIME of GBM, the deficiency of miR-146a-5p in M2-EVs enhances tumor EMT through disinhibition of the TRAF6-IRAK1 complex and IKK-dependent NF-κB signaling pathway providing a novel therapeutic strategy targeting the TIME of GBM.

Association of enhanced epithelial-mesenchymal transition signature with tumor microenvironment, angiogenesis, and survival in gastric cancer.

e16002 Background: Among the hallmarks of cancer, epithelial-mesenchymal transition (EMT) that epithelial cancer cells gain the characteristics of mesenchymal cells, is one of the key mechanisms of cancer cell metastasis. On the other hand, the clinical relevance of EMT that occurs in gastric cancer patients has not been clearly shown. Methods: To measure the level of EMT in gastric cancer, gene set variation analysis was used to score total of 807 gastric cancer patient samples from two independent large cohorts; TCGA and GSE84437. Results: EMT high gastric cancer was significantly associated with worse overall survival (hazard ratio (HR)=1.74, p=0.011 in the TCGA, and HR=2.01, p<0.001 in the GSE84437), and the association was stronger with EMT signature score compared to expressions of each EMT-related genes, CDH1, CDH2, VIM, or FN1. EMT signature levels were not significantly different among gastric cancer, hepatocellular carcinoma, colorectal cancer, breast cancer, and pancreatic ductal adenocarcinoma, and high level of EMT signature was associated with survival only in gastric cancer. Among the histological types, mucinous and diffuse type had high EMT level compared to tubular, papillary, or signet gastric cancer ( p<0.001). EMT signature level was significantly correlated with tumor depth and AJCC stage (all p<0.001), but not consistently with lymphatic metastasis. Interestingly, the EMT score was independent factor for patient survival including clinicopathological features, not only for overall survival but also disease-specific survival in the TCGA cohort (multivariate; p=0.006 and 0.032, respectively). EMT high gastric cancer was associated with low fraction of Th1 cells and high fraction of dendritic cells and M1 macrophages (all p<0.001 in both cohort), but not with interferon-gamma immune response. EMT high gastric cancer tended to be inversely correlated with cell proliferation-related gene sets, and significantly associated with high infiltration fraction of stromal cells, including fibroblasts, adipocytes (all p<0.001). On the other hand, they significantly enriched multiple pro-cancerous gene sets, such as TGF-β signaling, hypoxia, and angiogenesis, consistent with infiltration of angiogenesis-related stromal cells such as microvascular and lymphatic endothelial cells, and pericytes (all p<0.001). These results were shown consistently in two large cohort; TCGA and GSE84437. Conclusions: EMT signature in a bulk tumor was associated with cancer aggravating pathways such as TGF-β signaling, hypoxia, and angiogenesis, as well as with worse survival in gastric cancer patients.

Metastasis Related Epithelial-Mesenchymal Transition Signature Predicts Prognosis and Response to Chemotherapy in Acute Myeloid Leukemia.

Acute myeloid leukemia (AML) is a highly heterogenous disease with varying clinical outcomes among patients. Epithelial-mesenchymal transition (EMT) is an important mechanism underlying cancer metastasis and chemotherapy resistance. However, few EMT-based signatures have been established to predict AML prognosis and treatment efficacy. By conducting comparative RNA-seq analysis, we discovered the differential expression of EMT genes between AML patients with relapse and those without relapse. Based on the prognostic analysis of the differentially expressed EMT genes, a metastasis-related EMT signature (MEMTs) was constructed. An analysis was conducted on both TARGET and TCGA cohorts to explore the possible association between MEMTs and prognosis in AML. Three separate chemotherapy treatment cohorts were utilized to assess the predictive efficacy of MEMTs for chemotherapy response. In addition, the potential correlation between MEMTs and the tumor microenvironment was also investigated. Finally, random forest analysis and functional experiments were conducted to verify the key MEMTs gene associated with AML metastasis. Based on expression and prognostic analysis, we constructed MEMTs that include three EMT genes (CDH2, LOX, and COL3A1). Our findings suggested that the MEMTs could act as a prognostic factor for AML patients, and furthermore, it proved to be a predictor of their response to chemotherapy. Specifically, high MEMTs was associated with worse prognosis and poor response to chemotherapy, while low MEMTs was linked to better prognosis and higher response rates. Random forest and functional experiments demonstrate that CDH2 is a key gene promoting leukemia cell metastasis among the three MEMTs genes. The identification of MEMTs could potentially act as a predictor for the prognosis and the response to chemotherapy in AML patients. Individual tumor evaluation based on MEMTs could provide personalized treatment options for AML patients in the future.

Multi-omic features of oesophageal adenocarcinoma in patients treated with preoperative neoadjuvant therapy

Oesophageal adenocarcinoma is a poor prognosis cancer and the molecular features underpinning response to treatment remain unclear. We investigate whole genome, transcriptomic and methylation data from 115 oesophageal adenocarcinoma patients mostly from the DOCTOR phase II clinical trial (Australian New Zealand Clinical Trials Registry-ACTRN12609000665235), with exploratory analysis pre-specified in the study protocol of the trial. We report genomic features associated with poorer overall survival, such as the APOBEC mutational and RS3-like rearrangement signatures. We also show that positron emission tomography non-responders have more sub-clonal genomic copy number alterations. Transcriptomic analysis categorises patients into four immune clusters correlated with survival. The immune suppressed cluster is associated with worse survival, enriched with myeloid-derived cells, and an epithelial-mesenchymal transition signature. The immune hot cluster is associated with better survival, enriched with lymphocytes, myeloid-derived cells, and an immune signature including CCL5, CD8A, and NKG7. The immune clusters highlight patients who may respond to immunotherapy and thus may guide future clinical trials.

Human pancreatic cancer patients with Epithelial-to-Mesenchymal Transition and an aggressive phenotype show a disturbed balance in Protein Phosphatase Type 2A expression and functionality

BackgroundPancreatic ductal adenocarcinoma (PDAC) has a low survival, its incidence is rising and little therapeutic improvements are expected in the near future. It has been observed that Epithelial-to-Mesenchymal transition (EMT) contributes (including in PDAC) to a more aggressive cancer phenotype. Additionally, largely unexplored, studies indicate a mechanistic interplay between Protein Phosphatase Type 2A (PP2A) enzymes and EMT that could offer treatment opportunities. The aim was to investigate the relation of a PP2A expression signature (encompassing all PP2A subunits, endogenous inhibitors and activators) with EMT and aggressive pancreatic cancer, and to discuss possible implications.MethodsWe retrieved different PDAC expression datasets from NCBI to capture the variation in patients, and analyzed these using datamining, survival analysis, differential gene and protein expression. We determined genes highly associated with aggressive PDAC. For in vitro evaluation, Panc-1 cells were treated with the pharmacologic PP2A inhibitor Okadaic Acid (OA). Additionally, two OA-resistant Panc-1 clones were developed and characterized.ResultsIn patients, there is a strong correlation between EMT and aggressive PDAC, and between aggressive PDAC and PP2A, with a significant upregulation of PP2A inhibitor genes. Several PP2A genes significantly correlated with decreased survival. In vitro, short-term exposure to OA induced EMT in Panc-1 cells. This shift towards EMT was further pronounced in the OA-resistant Panc-1 clones, morphologically and by pathway analysis. Proteomic analysis and gene sequencing showed that the advanced OA-resistant model most resembles the clinical PDAC presentation (with EMT signature, and with several specific PP2A genes upregulated, and others downregulated).ConclusionsWe demonstrated a strong association between EMT, altered PP2A expression and aggressive PDAC in patients. Also, in vitro, PP2A inhibition induces EMT. Overall, statistics suggests the mechanistic importance of PP2A dysregulation for PDAC progression. Translationally, our observations indicate that pharmacologic restoration of PP2A activity could be an attractive therapeutic strategy to block or reverse progression.

Abstract 1232: Gastroesophageal reflux disease promotes E-cadherin cleavage and activates EMT via APE1-redox function in esophageal adenocarcinoma

Abstract The incidence of esophageal adenocarcinoma (EAC) has increased rapidly over the past four decades. Chronic gastroesophageal reflux disease (GERD), where acidic bile salts (ABS) abnormally refluxate into the esophagus, is the leading risk factor for the development of a metaplastic condition known as Barrett’s esophagus (BE) and its progression to EAC. We used 3D organotypic culture, mouse and human tissue samples to assess the role of ABS in Epithelial-to-Mesenchymal Transition (EMT) in EAC. Analysis of public databases revealed significant enrichment of EMT signaling in EAC progression. RNA-seq analysis of EAC cells showed activation of EMT pathway in response to ABS exposure. ABS induced multiple characteristics of the EMT process, such as downregulation of E-cadherin, upregulation of Vimentin, activation of ß-catenin and EMT-transcription factors (EMT-TFs), cell morphological changes, and enhancement of cell migration and invasion capabilities. Mechanistically, we discovered that ABS induced E-cadherin cleavage via MMP14 proteolytic cascade. APE1 silencing, or APE1-redox-specific inhibitor (E3330), abrogated the ABS-induced EMT process and signaling by downregulating MMP14. Furthermore, APE1 and MMP14 co-expression levels were inversely correlated with E-cadherin expression in gastroesophageal junctions of human EAC tissues, and the L2-IL1ß transgenic mouse model of BE/EAC. EAC patients with high APE1 and EMT signatures had worse relapse free survival than those with low signature. In a summary, this study demonstrates the role of ABS in promoting EMT via the redox-sensitive signaling axis of APE1/MMP14/E-cadherin/ß-catenin. Pharmacological inhibition of APE1-redox function could be a potential therapeutic approach to effectively reduce the risk of Barrett’s carcinogenesis. Citation Format: Heng Lu, Longlong Cao, Farah Ballout, Abbes Belkhiri, Dunfa Peng, Lei Chen, Mohammed Soutto, Oliver McDonald, Alexander Zaika, Jianwen Que, Wael El-Rifai. Gastroesophageal reflux disease promotes E-cadherin cleavage and activates EMT via APE1-redox function in esophageal adenocarcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 1232.

Abstract 3755: Dlx4os: a lncRNA associated with malignant melanocyte transformation

Abstract It is estimated that more than 90% of the human genome is transcribed into non-coding RNAs (ncRNA). It has been demonstrated that ncRNAs have an important role in biological processes such as proliferation, differentiation, and cell migration. Changes in their expression have been associated with several diseases, including cancer. Melanoma is one of the most aggressive types of cancer, with high probability of metastasis and an unfavorable response to therapies. Our lab has developed an in vitro melanoma progression model, which was established by exposing nontumorigenic melanocytes (melan-a) to sustained stress conditions (cycles of adhesion blockage), sequentially generating different cell lines (i.e., 4C, premalignant melanocytes; 4C11-, non-metastatic melanoma cells; and 4C11+, metastatic melanoma cells), in which each cell line represents a distinct stage of tumor progression. Previous RNA sequencing data comparing these 4 cell lines identified a total of 3404 long non-coding transcripts which displayed differential expression (DE) levels when comparing two or more cell lines. We have clustered 531 of them into three distinct signatures: malignancy, epithelial-to-mesenchymal transition (EMT), or metastasis, according to their expression profiles. We also analyzed the neighboring genes of those lncRNAs, as it is known that lncRNAs might regulate gene expression in cis. We identified the lncRNA Dlx4os, highly expressed in undifferentiated and mesenchymal-like 4C and 4C11- cells, and 6 neighboring genes whose expression correlate to the EMT signature and overall survival in human melanoma patients. Among these genes we found Dlx4, which shares the same promoter site with Dlx4os and whose expression correlates to a poor prognosis. We silenced Dlx4os in the 4C11- cells through interference RNA technology. The downregulation of Dlx4os led to expression changes in EMT-related genes, such as Snail1, Sox10 and Mitf, indicating that it might play a role in EMT. Dlx4os downregulation also inhibited cell migration in vitro and tumorigenesis in vivo. These results overall indicate a role of Dlx4os in melanocyte malignant transformation. Citation Format: Ana Luísa P. Ayub, Hatylas Azevedo, Diogo Pessoa, Leinal Sejour, Ioannis Vlachos, Eduardo M. Reis, Frank J. Slack, Miriam G. Jasiulionis. Dlx4os: a lncRNA associated with malignant melanocyte transformation. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 3755.

YBX1 integration of oncogenic PI3K/mTOR signalling regulates the fitness of malignant epithelial cells

In heterogeneous head and neck cancer (HNC), subtype-specific treatment regimens are currently missing. An integrated analysis of patient HNC subtypes using single-cell sequencing and proteome profiles reveals an epithelial-mesenchymal transition (EMT) signature within the epithelial cancer-cell population. The EMT signature coincides with PI3K/mTOR inactivation in the mesenchymal subtype. Conversely, the signature is suppressed in epithelial cells of the basal subtype which exhibits hyperactive PI3K/mTOR signalling. We further identify YBX1 phosphorylation, downstream of the PI3K/mTOR pathway, restraining basal-like cancer cell proliferation. In contrast, YBX1 acts as a safeguard against the proliferation-to-invasion switch in mesenchymal-like epithelial cancer cells, and its loss accentuates partial-EMT and in vivo invasion. Interestingly, phospho-YBX1 that is mutually exclusive to partial-EMT, emerges as a prognostic marker for overall patient outcomes. These findings create a unique opportunity to sensitise mesenchymal cancer cells to PI3K/mTOR inhibitors by shifting them towards a basal-like subtype as a promising therapeutic approach against HNC.

Abstract P4-02-03: Transcriptomic signature score of Epithelial-Mesenchymal Transition (EMT) of a bulk tumor may not reflect that of cancer cells

Abstract Background: Epithelial-mesenchymal transition (EMT) is a well-known multistep process of cancer cell invasion and metastasis, as well as treatment resistance. Our group has been reporting the predictive role of scores generated using Gene Set Variation Analysis (GSVA) of Hallmark pathways in breast cancer. In this study, we hypothesized that EMT score high breast cancer is aggressive and is associated with poor clinical outcome. Material and Methods: The clinicopathological data and transcriptome data of breast cancer patients from three independent large publicly available databases, The Cancer Genome Atlas (TCGA, n = 1077), The Molecular Taxonomy of Breast Cancer International Consortium (METARBRIC, n = 1904), and GSE96058 (n=3069) were utilized. Survival analyses; Overall survival (OS), Disease-specific survival (DSS) and Disease-free survival (DFS) were performed by comparing the high and low score groups. Tumor immune microenvironment was analyzed utilizing the values reported by Thorsson et al. Also, single sample Gene Set Enrichment analysis (ssGSEA) was performed between EMT high and low expression groups utilizing singe cell sequence cohorts. Results: EMT score was generated by Gene Set Variation Analysis of a Hallmark gene set and we divided each cohort into EMT score high and low groups by utilizing median as the cutoff. To our surprise, EMT score of the primary tumor was not associated with metastasis (N and M categories of cancer staging), Nottingham histological grade, nor MKI67 expression levels consistently in TCGA, METABRIC, and GSE96058. EMT score high tumors were not associated with worse DFS, DSS, OS in TCGA and METABRIC and OS in GSE96058. Analyses using xCell demonstrated that EMT score high tumors were associated with high infiltration of stromal cells such as adipocyte (p< 0.001, p< 0.001 and p< 0.001, respectively) and fibroblasts (p< 0.001, p< 0.001 and p< 0.001, respectively) in all three cohorts, TCGA, METABRIC, and GSE96058. Also, myeloid cells such as macrophages (p< 0.001, p< 0.001 and p< 0.001, respectively) and dendritic cells (p< 0.001, p< 0.001 and p< 0.001, respectively) were highly infiltrated with EMT score high tumors. Result of ssGSEA of single cell sequence cohorts revealed that cancer associated fibroblasts demonstrated highest EMT scores compared with the other cell types such as cancer cells, T-cells, B-cells, or myeloid cells. In other words, EMT score of a bulk tumor may reflect the signature from fibroblasts rather than cancer cells. Conclusion: We found that cancer associated fibroblasts rather than cancer cells are the major source of the transcriptomic signatures of EMT in the bulk tumor, which cautions us to be careful with the interpretation of the results of EMT signature from a bulk tumor. Citation Format: Yoshihisa Tokumaru, Rongrong Wu, Junko Ukai, Masanori Oshi, Yoshimi Niwa, Ryutaro Mori, Kazuaki Takabe, Manabu Futamura. Transcriptomic signature score of Epithelial-Mesenchymal Transition (EMT) of a bulk tumor may not reflect that of cancer cells [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P4-02-03.

S100 family proteins are linked to organoid morphology and EMT in pancreatic cancer

Epithelial-mesenchymal transition (EMT) is a continuum that includes epithelial, partial EMT, and mesenchymal states, each of which is associated with cancer progression, invasive capabilities, and ultimately, metastasis. We used a lineage-traced sporadic model of pancreatic cancer to generate a murine organoid biobank from primary and secondary tumors, including sublines that underwent partial EMT and complete EMT. Using an unbiased proteomics approach, we found that organoid morphology predicts the EMT state, and the solid organoids are associated with a partial EMT signature. We also observed that exogenous TGFβ1 induces solid organoid morphology that is associated with changes in the S100 family, complete EMT, and the formation of high-grade tumors. S100A4 may be a useful biomarker for predicting EMT state, disease progression, and outcome in patients with pancreatic cancer.

Expression of EMT-related genes in lymph node metastasis in endometrial cancer: a TCGA-based study

BackgroundEndometrial cancer (EC) with metastasis in pelvic/para-aortic lymph nodes suggests an unsatisfactory prognosis. Nevertheless, there is still rare literature focusing on the role of epithelial-mesenchymal transition (EMT) in lymph node metastasis (LNM) in EC.MethodsTranscriptional data were derived from the TCGA database. Patients with stage IA–IIIC2 EC were included, constituting the LN-positive and LN-negative groups. To evaluate the extent of EMT, an EMT signature composed of 315 genes was adopted. The EMT-related genes (ERGs) were obtained from the dbEMT2 database, and the differentially expressed ERGs (DEERGs) between these two groups were screened. On the basis of DEERGs, pathway analysis was carried out. We eventually adopted the logistic regression model to build an ERG-based gene signature with predictive value for LNM in EC.ResultsA total of 498 patients were included, with 75 in the LN-positive group. Median EMT score of tumor tissues from LN-negative group was − 0.369, while that from the LN-positive group was − 0.296 (P < 0.001), which clearly exhibited a more mesenchymal phenotype for LNM cases on the EMT continuum. By comparing expression profiles, 266 genes were identified as DEERGs, in which 184 were upregulated and 82 were downregulated. In pathway analysis, various EMT-related pathways were enriched. DEERGs shared between molecular subtypes were comparatively few. The ROC curve and logistic regression analysis screened 7 genes with the best performance to distinguish between the LN-positive and LN-negative group, i.e., CIRBP, DDR1, F2RL2, HOXA10, PPARGC1A, SEMA3E, and TGFB1. A logistic regression model including the 7-gene-based risk score, age, grade, myometrial invasion, and histological subtype was built, with an AUC of 0.850 and a favorite calibration (P = 0.074). In the validation dataset composed of 83 EC patients, the model exhibited a satisfactory predictive value and was well-calibrated (P = 0.42).ConclusionThe EMT status and expression of ERGs varied in LNM and non-LNM EC tissues, involving multiple EMT-related signaling pathways. Aside from that, the distribution of DEERGs differed among molecular subtypes. An ERG-based gene signature including 7 DEERGs exhibited a desirable predictive value for LNM in EC, which required further validation based upon clinical specimens in the future.

Decrement of Transcriptome Level in Epithelial Tight Junction Claudin and Occludin as an Epithelial-Mesenchymal Transition Signature for Colorectal Cancer Biomarker

Background: Colorectal cancer is a common and fatal disease worldwide with increasing diagnosed cases yearly. Moreover, about 90% of deaths associated with cancers occur due to metastasis, which overcomes tight junction proteins such as claudin and occludin. The present study aimed to evaluate the significance of claudin and occludin expression change in human colorectal cancer. Materials and Methods: In this case-control study, 38 colorectal cancer patients were compared with normal samples regarding the expression levels of claudin and occludin genes by polymerase chain reaction. Results: The expression levels of claudin and occludin significantly decreased in tumor samples compared to normal samples. Conclusion: The change in the expression level of the claudin and occludin genes could be considered an influential factor in turning normal healthy tissues into cancerous cells.

ST3GAL5‐catalyzed gangliosides inhibit TGF‐β‐induced epithelial‐mesenchymal transition via TβRI degradation

Epithelial‐mesenchymal transition (EMT) is pivotal in the initiation and development of cancer cell metastasis. We observed that the abundance of glycosphingolipids (GSLs), especially ganglioside subtypes, decreased significantly during TGF‐β‐induced EMT in NMuMG mouse mammary epithelial cells and A549 human lung adenocarcinoma cells. Transcriptional profiling showed that TGF‐β/SMAD response genes and EMT signatures were strongly enriched in NMuMG cells, along with depletion of UDP‐glucose ceramide glucosyltransferase (UGCG), the enzyme that catalyzes the initial step in GSL biosynthesis. Consistent with this finding, genetic or pharmacological inhibition of UGCG promoted TGF‐β signaling and TGF‐β‐induced EMT. UGCG inhibition promoted A549 cell migration, extravasation in the zebrafish xenograft model, and metastasis in mice. Mechanistically, GSLs inhibited TGF‐β signaling by promoting lipid raft localization of the TGF‐β type I receptor (TβRI) and by increasing TβRI ubiquitination and degradation. Importantly, we identified ST3GAL5‐synthesized a‐series gangliosides as the main GSL subtype involved in inhibition of TGF‐β signaling and TGF‐β‐induced EMT in A549 cells. Notably, ST3GAL5 is weakly expressed in lung cancer tissues compared to adjacent nonmalignant tissues, and its expression correlates with good prognosis.

280. MULTI-OMIC FEATURES OF OESOPHAGEAL ADENOCARCINOMA PATIENTS PRE-TREATED WITH PREOPERATIVE NEOADJUVANT THERAPY

Abstract The incidence of oesophageal adenocarcinoma (OAC) is rising in Western countries, with a 5-year overall survival (OS) rate of 14%. Curative treatment based on oesophagectomy is only suitable for ~50% of patients due to late-stage diagnosis. While the addition of preoperative chemotherapy or chemoradiotherapy has improved OS in OAC patients, little is known about the molecular basis of treatment response and patient outcomes. We investigated multi-omics data including whole-genome sequencing, RNA sequencing, methylation profiles and immunohistochemistry from 115 OAC patients mostly from DOCTOR phase II clinical trial that utilized neoadjuvant therapy (ANZCTR-ACTRN12609000665235). We identified genomic features associated with poor OS, such as the APOBEC mutational signature. We also showed that positron emission tomography non-responders have more sub-clonal genomic copy number alterations. RNA sequencing and methylation profiles suggested four immune clusters associated with OS and progression-free survival. The immune-suppressed cluster was associated with worse survival and epithelial-mesenchymal transition signature and enriched with myeloid-derived cells. The immune hot cluster was associated with better survival and enriched with T-cells, myeloid-derived cells, interferon-gamma and alpha responses, and immune markers such as CCL5, CD8A, and NKG7. We investigated multi-omic features of OAC tumours from patients who were part of phase II clinical trial. We discovered prognostic features such as mutational signatures and complex genomic events. We identified distinct immune clusters associated with patient outcomes and the potential of immunotherapy for select clusters. We characterized molecular features of OAC patients which has the potential to predict responses to neoadjuvant therapy and develop better-selected therapy, monotherapy, or combination therapy in the future.

Identifying the EMT-related signature to stratify prognosis and evaluate the tumor microenvironment in lung adenocarcinoma.

Background: Epithelial-mesenchymal transition (EMT) is a critical process in tumor invasion and metastasis. EMT has been shown to significantly influence the invasion, metastasis, and poor prognosis in lung adenocarcinoma (LUAD). This study aimed to develop a novel EMT-related prognostic model capable of predicting overall survival (OS) in patients with LUAD. Methods: A total of 283 LUAD patients from TCGA RNA-seq dataset were assigned to a training cohort for model building, and 310 LUAD patients from GEO RNA-seq dataset were assigned to a validation cohort. EMT genes were acquired from MsigDB database and then prognosis-related EMT genes were identified by univariate Cox regression. Lasso regression was then performed to determine the genes and the corresponding variables to construct a prognosis risk model from the training cohort. Furthermore, characteristics of the tumor microenvironment (TME), mutation status and chemotherapy responses were analyzed to assess the differences between the two risk groups based on the prognostic model. In addition, RT-qPCR was employed to validate the expression patterns of the 6 genes derived from the risk model. Results: A six-gene EMT signature (PMEPA1, LOXL2, PLOD2, MMP14, SPOCK1 and DCN) was successfully constructed and validated. The signature assigned the LUAD patients into high-risk and low-risk groups. In comparison with the low-risk group, patients in the high-risk group had a significantly lower survival rate. ROC curves and calibration curves for the risk model demonstrated reliable stratification and predictive ability. The risk model was robustly correlated with multiple TME characteristics. Besides, the data showed that patients in the low-risk group had more immune activities, higher stemness scores and cytolytic activity scores and higher TMB. In addition, RT-qPCR results revealed that PMEPA1, LOXL2, PLOD2, MMP14, and SPOCK1 were notably upregulated in LUAD tissues, while DCN was downregulated. Conclusion: Our study successfully developed a novel EMT-related signature to predict prognosis of LUAD patients and guide treatment strategies. The six genes derived from the prediction signature might play a potential role in antitumor immunity and serve as promising therapeutic targets in LUAD.

1722P The subtype-specific cell fitness of head and neck cancer is regulated by the YBX1 integration of oncogenic PI3K/mTOR signalling

Molecular subtyping of heterogeneous cancers has gained substantial biological interest although with limited translation to the clinic. In heterogeneous head and neck cancer (HNC), subtype-specific treatment regimens are currently missing. A multi-omic approach integrating whole-genome and single-cell transcriptome sequencing with reverse-phase protein array was employed in patient primary and metastatic tumours and human cell lines to investigate the subtype-specific molecular mechanisms as the therapeutic vulnerabilities in HNC. An integrated analysis of HNC subtypes using single-cell sequencing and proteome profiles revealed a hallmark epithelial-mesenchymal transition (EMT) signature within the epithelial cancer-cell population. The EMT signature was evident in the invasive mesenchymal subtype and surprisingly coincided with PI3K/mTOR pathway inactivation. Conversely, the EMT signature was suppressed in epithelial cancer cells of the basal subtype which exhibited hyperactive PI3K/mTOR oncogenic signalling. We further identified that phosphorylation of Y Box binding protein 1 (YBX1), downstream of the PI3K/mTOR pathway, restrained the basal-like cancer cell proliferation. In contrast, YBX1 acted as a safeguard against the proliferation to invasion switch in mesenchymal-like epithelial cancer cells, and its loss accentuated partial EMT acquisition and in vivo invasion. Interestingly, the proteomic analysis of patient HNC identified phospho-YBX1 as a prognostic marker for overall patient outcomes, the loss of which correlated with HNC metastasis and poor prognosis. Our results indicate that HNC cells adopt a PI3K-phospho-YBX1-dependent proliferation program that is mutually exclusive to partial EMT involvement which relies on the lack of phosphorylation of YBX1 in PI3K-inactive cancer cells. These findings create a unique opportunity to sensitise mesenchymal cancer cells to PI3K/mTOR inhibitors by shifting them towards a basal-like subtype, constituting a promising therapeutic approach against HNC.