Gene expression profile of RAS/RAF–wild-type colorectal cancer patient-derived spheroids
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ABSTRACT:
PROVIDER: PRJNA781982 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR16988605_1.fastq.gz | Fastqsanger.gz | |||
| SRR16988605_2.fastq.gz | Fastqsanger.gz | |||
| SRR16988606_1.fastq.gz | Fastqsanger.gz | |||
| SRR16988606_2.fastq.gz | Fastqsanger.gz | |||
| SRR16988607_1.fastq.gz | Fastqsanger.gz |
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Project description:Gene expression profile of RAS/RAF–wild-type colorectal cancer patient-derived spheroids II
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Project description:This study investigated mechanisms of acquired resistance to FGFR inhibitor therapy in RAS/RAF–wild-type colorectal cancer (CRC). RNA sequencing (RNA-seq) data from 47 RAS/RAF-wild-type colorectal cancer stem-cell (CRC-SC) spheroid lines previously deposited under GSE205787 were integrated with newly generated RNA-seq data from 31 additional RAS/RAF-wild-type CRC-SC spheroid lines and seven FGFR inhibitor-resistant CRC-SC derivatives. The resistant derivatives were established from parental CRC-SC spheroid lines by continuous exposure to erdafitinib or futibatinib. Comparative transcriptomic analysis between matched parental and resistant lines revealed consistent upregulation of EGFR and downregulation of PTPROt, a truncated isoform of PTPRO, in resistant derivatives. Gene set enrichment analysis further indicated activation of EGFR-related signaling pathways in FGFR inhibitor-resistant spheroids. In addition, the integrated RNA-seq dataset comprising 78 RAS/RAF-wild-type CRC-SC lines was used to validate the inverse correlation between EGFR and PTPRO mRNA expression, supporting the involvement of PTPROt downregulation and EGFR pathway activation in acquired resistance to FGFR inhibition.
2026-06-09 | GSE333925 | GEO
Project description:Mutations in oncogenes such as KRAS, NRAS and BRAF promote cancer cell survival and proliferation, while excessive RAS/RAF/MEK/ERK signaling instead exerts an inhibitory effect on tumor growth. The precise regulatory mechanism of moderate RAS/RAF/MEK/ERK pathway activation during tumorigenesis remains elusive. Here, we discovered that a circular RNA, circRAPGEF5, was significantly upregulated in KRAS mutant colorectal cancer (CRC) cells. CircRAPGEF5 suppressed mutant and constitutively activated KRAS and the expression of the death receptor TNFRSF10A. Silencing of circRAPGEF5 induced RAS/RAF/MEK/ERK signaling hyperactivation and apoptosis in CRC cells. Moreover, the circularization of circRAPGEF5 was promoted by EIF4A3, whose expression was also elevated in tumor tissues. Taken together, our findings reveal a mechanism of accurate regulation of RAS/RAF/MEK/ERK signaling during CRC progression and provide potential targets for cancer therapy.
2026-06-13 | GSE269456 | GEO
Project description:We would like to propose a novel parameter that helps predict the chemosensitivity of cancer patients to FGFR inhibitors (FGFRi). Although FGFRi were introduced into the clinical trials on a variety of cancer types, they were found to be particularly efficacious on urothelial cancer and on cholangiocarcinoma for which the FDA had approved several compounds based on clinical studies. The enrollment criteria in such clinical trials were genomic changes in the FGFR genes including amplifications, translocations that caused gene fusions, and point mutations. By scrutinizing the published data on these reports, we have noticed an unresolved issue. Namely, most of these reports showed waterfall plots where tumors of some good fractions of enrolled patients responded well, demonstrating efficacy of the FGFRi. Importantly, however, there were sizable subsets in which tumors did not respond to the FGFRi despite that the patients’ tumors carried the genomic changes that met the enrollment criteria. As already established, both FGFR and EGFR share the downstream signaling pathway of MAPK activation as well as other pathways. Accordingly, it is conceivable that chemotherapeutic inhibition of FGFR alone may leave the MAPK signaling unaffected when the signaling through EGFR is relatively strong. To test this hypothesis, we calculated the FGFR to EGFR mRNA ratio (F/E for short) based on the RNA sequencing data from the Broad Institute Cancer Cell Line Encyclopedia (https://portals.broadinstitute.org/ccle) of cholangiocarcinoma and urothelial cancer cell lines for which FGFRi chemosensitivity had been published in preclinical studies. Because human FGFR has four paralogs FGFR1–4, we first summed up the expression levels of FGFR1–4 mRNAs by adding the read numbers per MB of FGFR paralogs (sumFGFR). To take EGFR expression into consideration, we then divided this number with that of EGFR; F/E. In six biliary tract cancer cell lines tested, two responsive cell lines had higher F/E ratios of 9.5 and 9.0, whereas four non-responsive lines had substantially lower ratios of 0.1–1.8. In 22 urothelial cancer cell lines, four of the five responsive lines showed F/E of 2.8–4.9, whereas 17 non-responsive lines had 0.01–2.7. To obtain further insights into the F/E ratio, we looked into our patient-derived colorectal cancer (CRC)-stem cell lines. Seven (28%) of 25 RAS/RAF-wild type CRC-stem cell lines responded to the pan-FGFRi erdafitinib singly in culture whereas 21 (84%) did respond to erdafitinib in combination with an EGFR inhibitor (erlotinib). The seven singly responsive cell lines showed relatively high F/E ranging 11–207 with the mean of 46, whereas the 18 non-responsive lines had the ratio of 3.5–37 with the mean at 12. These results suggest that F/E can be a useful biomarker also for colorectal cancer chemosensitivity where EGFR expression level can vary widely. Taken together, F/E is another strong predictor of responses to FGFRi that is as useful as the current genomic criteria that are based on the FGFR genomic changes.
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Project description:Gene expression profile of 31 RAS/RAF-wild-type colorectal cancer (CRC) stem-cell (SC) spheroids and 7 FGFR-inhibitor resistant CSC-SC spheroids
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Project description:Abstract Objective: JianPiHuaTan Formula (JPHTF), a traditional Chinese medicine (TCM), has been utilized as an adjunctive therapy for colorectal cancer (CRC). The study aims to evaluate the potential clinical benefits of JPHTF and its effectiveness in inhibiting tumor growth. Methods: 300 stage II/III CRC patients and 412 advanced CRC patients were enrolled to verify the clinical value of JPHTF in CRC treatment. Furthermore, CRC patient-derived xenograft (PDX) mice were utilized to investigate the regulatory mechanisms of JPHTF. Results: JPHTF significantly improved abdominal distension, shortness of breath, drowsiness, loss of appetite, sleep, and tiredness in stage II/III CRC patients, thereby improving their quality of life. Simultaneously, JPHTF served as a supportive therapy in extending the overall survival (OS) of stage IV CRC patients with RAS/RAF mutations undergoing chemotherapy. Additionally, JPHTF effectively impeded tumor progression in CRC PDX models with RAS mutation, accompanied by a reduction in tumor cell content in the JPHTF group. Transcriptomic analysis revealed the involvement of the Hippo and Hedgehog signaling pathways in JPHTF-mediated CRC inhibition. Furthermore, mice in the JPHTF group exhibited increased immune cell infiltration. Conclusions: These findings suggested that JPHTF may inhibits tumor growth in CRC with RAS mutation by modulating RAS/RAF downstream signaling pathways, specifically the Hippo and Hedgehog signaling, leading to increased immune cell infiltration.
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Project description:Fibroblast growth factor receptor inhibitors (FGFRi) were introduced into clinical trials on several cancer types and found to be particularly efficacious on urothelial cancer and cholangiocarcinoma. Although many enrolled patients responded well in clinical trials, there were some patients who did not respond to FGFRi despite that their tumors carried the genomic changes that met the enrollment criteria. As already established, fibroblast growth factor receptor (FGFR) and epidermal growth factor receptor (EGFR) share the downstream signaling pathway of MAPK activation. Accordingly, it is conceivable that chemotherapeutic inhibition of FGFR alone may leave the MAPK signaling unaffected when the signaling through EGFR is relatively strong. To test this hypothesis, we calculated the FGFR to EGFR mRNA ratio (F/E for short) of colorectal cancer stem cell (CRC-SC) spheroid, biliary-tract cancer, and urothelial cancer cell lines. As a result, CRC-SC spheroid and cancer cell lines responsive to FGFRi had higher F/E than non-responsive lines. In conclusion, we propose a novel parameter F/E as a biomarker that helps predict cancer chemosensitivity to FGFRi.
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Project description:CircRAPGEF5 acts as a modulator of RAS/RAF/MEK/ERK signaling during colorectal carcinogenesis
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Project description:The most common oncogenic mutations in multiple myeloma (MM) affect N- and K-RAS leading to constitutive activation of RAS-dependent signaling. Signal transduction via RAS, Raf and MAPK has been well described as a canonical pathway. In accordance with this assumption, we showed that the activity of the MEK/ERK module is strictly dependent on pan-Raf activity. However, inhibition of MEK/ERK has no or only minor effects on MM cell survival, whereas oncogenic Ras and pan-Raf critically contribute to survival of multiple myeloma cells. Therefore, we aimed to learn more about Raf-dependent but MEK-independent signaling effectors. We analyzed gene expression profiles in INA-6 cells after either pan-Raf inhibition with SB-590885 or MEK inhibition with PD-325901.
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Project description:Ovarian cancer (OCa) remains the most lethal gynecologic malignancy in the United States, with low-grade serous and mucinous subtypes frequently driven by KRAS mu-tations. These mutations activate downstream MAPK and PI3K/AKT signaling path-ways, contributing to tumor progression and resistance to therapy. Although the MEK inhibitor trametinib is used to target these pathways, its efficacy is limited in KRAS-mutant OCa due to compensatory activation of the leukemia inhibitory factor (LIF)/LIF receptor (LIFR) axis. In this study, we evaluated the therapeutic potential of combining trametinib with EC359, a selective LIFR inhibitor, in Ras/Raf-driven OCa models. EC359 significantly reduced cell viability, clonogenic survival, and induced cell death via ferroptosis in vitro. Mechanistic studies revealed that EC359 suppressed trametinib-induced activation of LIFR downstream signaling. RNA-seq analysis showed that combination therapy downregulated mitochondrial translation and MYC target genes while upregulating apoptosis-related genes. In vivo, EC359 and trametinib co-treatment significantly reduced tumor growth in Ras- and Raf-mutant xenograft models without inducing toxicity. These findings demonstrate that LIFR signaling is a critical driver in Ras/Raf-mutant OCa and that dual inhibition of the MEK and LIFR pathways offers a promising strategy to enhance therapeutic efficacy and overcome resistance in KRAS-mutant OCa.
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