Retrospective Evaluation of 5-FU Exposure Optimization in CRC Patients
Ontology highlight
ABSTRACT:
DISEASE(S): Metastatic Colorectal Cancer,5-fu Containing Therapy Regimens,Colorectal Neoplasms,Adjuvant Colorectal Cancer
PROVIDER: 2160258 | ecrin-mdr-crc |
REPOSITORIES: ECRIN MDR
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Project description:5-Fluorouracil (5-FU) has been used for chemotherapy for colorectal and other cancers for over 50 years. The prevailing view of its mechanism of action is inhibition of thymidine synthase leading to defects in DNA replication and repair. However, 5-FU is also incorporated into RNA causing defects in RNA metabolism, inhibition of pseudouridine modification, and altered ribosome function. We examined the impact of 5-FU on the expression and export of small RNAs into small extracellular vesicles (sEVs) and regulation of post-transcriptional small RNA modifications (PTxMs). EVs are secreted by all cells and contain a variety of proteins and RNAs that can function in cell-cell communication. PTxMs on cellular and extracellular small RNAs provide yet another layer of gene regulation. We found that treatment of colorectal cancer (CRC) cells with 5-FU represses sEV export of miRNA and snRNA-derived RNAs, but promotes export of snoRNA-derived RNAs. Strikingly, 5-FU treatment significantly decreased the levels of pseudouridine on both cellular and sEV small RNA profiles. In contrast, 5-FU exposure led to increased levels of cellular small RNAs containing a variety of methyl-modified bases. Our results suggest that 5-FU exposure leads to altered expression, base modification, and mislocalization of sEV small RNAs.
2024-09-18 | GSE255876 | GEO
Project description:5-Fluorouracil (5-FU) has been used for chemotherapy for colorectal and other cancers for over 50 years. The prevailing view of its mechanism of action is inhibition of thymidine synthase leading to defects in DNA replication and repair. However, 5-FU is also incorporated into RNA causing defects in RNA metabolism, inhibition of pseudouridine modification, and altered ribosome function. We examined the impact of 5-FU on the expression and export of small RNAs into small extracellular vesicles (sEVs) and regulation of post-transcriptional small RNA modifications (PTxMs). EVs are secreted by all cells and contain a variety of proteins and RNAs that can function in cell-cell communication. PTxMs on cellular and extracellular small RNAs provide yet another layer of gene regulation. We found that treatment of colorectal cancer (CRC) cells with 5-FU represses sEV export of miRNA and snRNA-derived RNAs, but promotes export of snoRNA-derived RNAs. Strikingly, 5-FU treatment significantly decreased the levels of pseudouridine on both cellular and sEV small RNA profiles. In contrast, 5-FU exposure led to increased levels of cellular small RNAs containing a variety of methyl-modified bases. Our results suggest that 5-FU exposure leads to altered expression, base modification, and mislocalization of sEV small RNAs.
2024-09-18 | GSE255875 | GEO
Project description:Claret2009 - Predicting phase III overall survival in colorectal cancer
This model is described in the article:
Model-based prediction of
phase III overall survival in colorectal cancer on the basis of
phase II tumor dynamics.
Claret L, Girard P, Hoff PM, Van
Cutsem E, Zuideveld KP, Jorga K, Fagerberg J, Bruno R.
J. Clin. Oncol. 2009 Sep; 27(25):
4103-4108
Abstract:
PURPOSE: We developed a drug-disease simulation model to
predict antitumor response and overall survival in phase III
studies from longitudinal tumor size data in phase II trials.
METHODS: We developed a longitudinal exposure-response
tumor-growth inhibition (TGI) model of drug effect (and
resistance) using phase II data of capecitabine (n = 34) and
historical phase III data of fluorouracil (FU; n = 252) in
colorectal cancer (CRC); and we developed a parametric survival
model that related change in tumor size and patient
characteristics to survival time using historical phase III
data (n = 245). The models were validated in simulation of
antitumor response and survival in an independent phase III
study (n = 1,000 replicates) of capecitabine versus FU in CRC.
RESULTS: The TGI model provided a good fit of longitudinal
tumor size data. A lognormal distribution best described the
survival time, and baseline tumor size and change in tumor size
from baseline at week 7 were predictors (P < .00001).
Predicted change of tumor size and survival time distributions
in the phase III study for both capecitabine and FU were
consistent with observed values, for example, 431 days (90%
prediction interval, 362 to 514 days) versus 401 days observed
for survival in the capecitabine arm. A modest survival
improvement of 39 days (90% prediction interval, -21 to 110
days) versus 35 days observed was predicted for capecitabine.
CONCLUSION: The modeling framework successfully predicted
survival in a phase III trial on the basis of capecitabine
phase II data in CRC. It is a useful tool to support
end-of-phase II decisions and design of phase III studies.
This model is hosted on
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and identified by:
MODEL1708310001.
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2017-08-31 | MODEL1708310001 | BioModels
Project description:The radio-chemotherapy with 5-fluorouracil (5-FU) is the standard of care treatment for patients with locally advanced rectal cancer (LARC) but it is only effective for a third of them. The proteomic and transcriptomic response of three colorectal cancer (CRC) cell lines to 5-FU and radiation was assessed and correlated with their genetic background. The induction of a 5-FU-resistance in those cell lines negatively affects the levels of transcripts corresponding to Krüppel-associated box (KRAB)-containing zinc finger proteins (ZFPs), the largest family of transcriptional repressors. Among nearly 350 KRAB-ZFPs, almost a quarter are down-regulated after the induction of a 5-FU-resistance including a common one between the three CRC cell lines, ZNF649, whose role is still unknown. This proteomic, transcriptomic and genomic analysis of intrinsic and acquired resistance highlights possible new mechanisms involved in resistance to treatment and therefore potential new therapeutic targets to overcome this resistance.
2022-05-19 | PXD020000 | Pride
Project description:5-fluorouracil (5‑FU) based chemotherapy is the first-line chemotherapy scheme for CRC, whereas acquired drug resistance poses a huge obstacle to curing CRC patients and the mechanism is still obscure. METTL14 is a core subunit of the m6A methyltransferase complex and has been reported to regulate the drug resistance of cancers. Here, we demonstrated that METTL14 is significantly downregulated in 5-FU-resistant CRC and METTL14 overexpression inhibits the proliferation and 5-FU resistance of CRC cells in vitro and in vivo. In addition, we found that MIB1 catalyzes the K63-linked ubiquitination of METTL14 and induces its degradation through the autolysosome pathway, while AURKA-mediated phosphorylation enhances METTL14 stability by inhibiting its ubiquitination. Moreover, we first discovered that METTL14 functions in 5-FU-resistant CRC cells by directly participating in the translation initiation of non-m6A-modified mRNAs independently of METTL3, rather than cooperating with METTL3 to methylate adenosine residues of targets. Further analysis indicated that METTL14 regulates the cell cycle process in 5-FU-resistant CRC cells. Collectively, our study not only identified METTL14 as a potential therapeutic target for 5-FU resistance in CRC but also revealed a novel translation-facilitating role of METTL14.
2023-12-01 | GSE219172 | GEO
Project description:5-fluorouracil (5‑FU) based chemotherapy is the first-line chemotherapy scheme for CRC, whereas acquired drug resistance poses a huge obstacle to curing CRC patients and the mechanism is still obscure. METTL14 is a core subunit of the m6A methyltransferase complex and has been reported to regulate the drug resistance of cancers. Here, we demonstrated that METTL14 is significantly downregulated in 5-FU-resistant CRC and METTL14 overexpression inhibits the proliferation and 5-FU resistance of CRC cells in vitro and in vivo. In addition, we found that MIB1 catalyzes the K63-linked ubiquitination of METTL14 and induces its degradation through the autolysosome pathway, while AURKA-mediated phosphorylation enhances METTL14 stability by inhibiting its ubiquitination. Moreover, we first discovered that METTL14 functions in 5-FU-resistant CRC cells by directly participating in the translation initiation of non-m6A-modified mRNAs independently of METTL3, rather than cooperating with METTL3 to methylate adenosine residues of targets. Further analysis indicated that METTL14 regulates the cell cycle process in 5-FU-resistant CRC cells. Collectively, our study not only identified METTL14 as a potential therapeutic target for 5-FU resistance in CRC but also revealed a novel translation-facilitating role of METTL14.
2023-12-01 | GSE219171 | GEO
Project description:Colorectal cancer（CRC）is a commonly diagnosed cancer of the digestive system worldwide. Although chemotherapeutic agents and targeted therapeutic drugs are currently available for CRC treatment, drug resistance is a problem that cannot be ignored and needs to be solved. 5-Fluorouracil (5-Fu) is a first-line chemotherapeutic agent for colorectal cancer, to explore the role of circular RNA (circRNA) in 5-Fu resistance, we performed the circRNA expression profile in two CRC cell lines and their homologous 5-Fu resistant cells by high-throughput sequencing. We validated the differentially expressed circRNAs in other two paired CRC cells, confirmed that circ_0002813 and circ_0000236 could have a potential ceRNA mechanism and be involved in the formation of 5-Fu resistance. And we combined the sequencing results of mRNA to construct the regulatory network of circRNA-miRNA-mRNA. Our study revealed that circ_0002813 and circ_0000236 may as the biomarkers to predict the occurrence of 5-Fu resistance in CRC.
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Project description:One of the main obstacles to therapeutic success in colorectal cancer (CRC) is the development of acquired resistance to treatment with drugs such as 5-fluorouracil (5-FU), the most commonly used drug in CRC patients. Whilst some mechanisms of resistance are well-known, it is clear from the stasis in therapy success rate, that much is still unknown. Here a proteomics approach is taken towards identification using 5-FU resistant sublines of human CRC cell lines generated in-house. Using a multiplexed stable isotope labelling with amino acids in cell culture (SILAC) proteomics strategy, the resistant cell lines, and equivalently passaged 5-FU-sensitive cell lines were compared to parent cell lines grown in Heavy medium using 2D liquid chromatography and Orbitrap Fusion™ Tribrid™ Mass Spectrometry analysis.
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Project description:The radio-chemotherapy with 5-fluorouracil (5-FU) is the standard of care treatment for patients with locally advanced rectal cancer (LARC) but it is only effective for a third of them. The proteomic and transcriptomic response of three colorectal cancer (CRC) cell lines to 5-FU and radiation was assessed and correlated with their genetic background. The induction of a 5-FU-resistance in those cell lines negatively affects the levels of transcripts corresponding to Krüppel-associated box (KRAB)-containing zinc finger proteins (ZFPs), the largest family of transcriptional repressors. Among nearly 350 KRAB-ZFPs, almost a quarter are down-regulated after the induction of a 5-FU-resistance including a common one between the three CRC cell lines, ZNF649, whose role is still unknown. This proteomic, transcriptomic and genomic analysis of intrinsic and acquired resistance highlights possible new mechanisms involved in resistance to treatment and therefore potential new therapeutic targets to overcome this resistance.
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Project description:In this study, we conducted a microarray-based analysis to identify differentially expressed miRNAs in CRC by comparing miRNA profiles among primary CRC tissues from patients with liver metastases, primary tissues without liver metastases, and liver metastatic lesions. microRNAs (miRNAs) have been shown to have a potential for cancer diagnosis lately. The main objective of this study is to identify a novel biomarker serum miRNA from the patients with colorectal cancer (CRC). Microarray analysis of miRNA expression was performed using paired pre- and post- operative serum from 10 CRC patients. Two miRNAs (let-7a, miR-199a-3p) decreased significantly in the post-operative serum when compared to pre-operative serum (P=0.015 and 0.029, respectively). Microarrays were performed for the testing cohort of primary CRC lesions (n=28) and liver metastatic lesions (n=8).
2016-02-14 | E-GEOD-72199 | biostudies-arrayexpress