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New insights into the mechanisms underlying 5-fluorouracil-induced intestinal toxicity based on transcriptomic and metabolomic responses in human intestinal organoids
by
Coyle, Luke
, Herpers Bram
, Zhang, Mian
, Vappiani Johanna
, Jennen Danyel G J
, Rodrigues, Daniela
, de Souza Terezinha
, Chung Seung-Wook
, Ferreira Sofia
, Saez-Rodriguez, Julio
, Kleinjans Jos C S
, de Kok Theo M
, Gabor Attila
, Sévin, Daniel C
, Lynch, Anthony
, Di Piazza Matteo
in
5-Fluorouracil
/ Acute toxicity
/ Apoptosis
/ Biosynthesis
/ Cancer
/ Cell cycle
/ Cell viability
/ Chemotherapy
/ Colon
/ Dosage
/ Drug development
/ Gene sequencing
/ Image analysis
/ Image processing
/ In vitro methods and tests
/ Intestine
/ Large intestine
/ Metabolomics
/ Mitochondria
/ Molecular modelling
/ Organoids
/ Oxidative stress
/ p53 Protein
/ Patients
/ Pharmacokinetics
/ Signal transduction
/ Signaling
/ Small intestine
/ Three dimensional models
/ Toxicity
/ Transcription factors
/ Transcriptomics
/ Tricarboxylic acid cycle
2021
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New insights into the mechanisms underlying 5-fluorouracil-induced intestinal toxicity based on transcriptomic and metabolomic responses in human intestinal organoids
by
Coyle, Luke
, Herpers Bram
, Zhang, Mian
, Vappiani Johanna
, Jennen Danyel G J
, Rodrigues, Daniela
, de Souza Terezinha
, Chung Seung-Wook
, Ferreira Sofia
, Saez-Rodriguez, Julio
, Kleinjans Jos C S
, de Kok Theo M
, Gabor Attila
, Sévin, Daniel C
, Lynch, Anthony
, Di Piazza Matteo
in
5-Fluorouracil
/ Acute toxicity
/ Apoptosis
/ Biosynthesis
/ Cancer
/ Cell cycle
/ Cell viability
/ Chemotherapy
/ Colon
/ Dosage
/ Drug development
/ Gene sequencing
/ Image analysis
/ Image processing
/ In vitro methods and tests
/ Intestine
/ Large intestine
/ Metabolomics
/ Mitochondria
/ Molecular modelling
/ Organoids
/ Oxidative stress
/ p53 Protein
/ Patients
/ Pharmacokinetics
/ Signal transduction
/ Signaling
/ Small intestine
/ Three dimensional models
/ Toxicity
/ Transcription factors
/ Transcriptomics
/ Tricarboxylic acid cycle
2021
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New insights into the mechanisms underlying 5-fluorouracil-induced intestinal toxicity based on transcriptomic and metabolomic responses in human intestinal organoids
by
Coyle, Luke
, Herpers Bram
, Zhang, Mian
, Vappiani Johanna
, Jennen Danyel G J
, Rodrigues, Daniela
, de Souza Terezinha
, Chung Seung-Wook
, Ferreira Sofia
, Saez-Rodriguez, Julio
, Kleinjans Jos C S
, de Kok Theo M
, Gabor Attila
, Sévin, Daniel C
, Lynch, Anthony
, Di Piazza Matteo
in
5-Fluorouracil
/ Acute toxicity
/ Apoptosis
/ Biosynthesis
/ Cancer
/ Cell cycle
/ Cell viability
/ Chemotherapy
/ Colon
/ Dosage
/ Drug development
/ Gene sequencing
/ Image analysis
/ Image processing
/ In vitro methods and tests
/ Intestine
/ Large intestine
/ Metabolomics
/ Mitochondria
/ Molecular modelling
/ Organoids
/ Oxidative stress
/ p53 Protein
/ Patients
/ Pharmacokinetics
/ Signal transduction
/ Signaling
/ Small intestine
/ Three dimensional models
/ Toxicity
/ Transcription factors
/ Transcriptomics
/ Tricarboxylic acid cycle
2021
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New insights into the mechanisms underlying 5-fluorouracil-induced intestinal toxicity based on transcriptomic and metabolomic responses in human intestinal organoids
Journal Article
New insights into the mechanisms underlying 5-fluorouracil-induced intestinal toxicity based on transcriptomic and metabolomic responses in human intestinal organoids
2021
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Overview
5-Fluorouracil (5-FU) is a widely used chemotherapeutical that induces acute toxicity in the small and large intestine of patients. Symptoms can be severe and lead to the interruption of cancer treatments. However, there is limited understanding of the molecular mechanisms underlying 5-FU-induced intestinal toxicity. In this study, well-established 3D organoid models of human colon and small intestine (SI) were used to characterize 5-FU transcriptomic and metabolomic responses. Clinically relevant 5-FU concentrations for in vitro testing in organoids were established using physiologically based pharmacokinetic simulation of dosing regimens recommended for cancer patients, resulting in exposures to 10, 100 and 1000 µM. After treatment, different measurements were performed: cell viability and apoptosis; image analysis of cell morphological changes; RNA sequencing; and metabolome analysis of supernatant from organoids cultures. Based on analysis of the differentially expressed genes, the most prominent molecular pathways affected by 5-FU included cell cycle, p53 signalling, mitochondrial ATP synthesis and apoptosis. Short time-series expression miner demonstrated tissue-specific mechanisms affected by 5-FU, namely biosynthesis and transport of small molecules, and mRNA translation for colon; cell signalling mediated by Rho GTPases and fork-head box transcription factors for SI. Metabolomic analysis showed that in addition to the effects on TCA cycle and oxidative stress in both organoids, tissue-specific metabolic alterations were also induced by 5-FU. Multi-omics integration identified transcription factor E2F1, a regulator of cell cycle and apoptosis, as the best key node across all samples. These results provide new insights into 5-FU toxicity mechanisms and underline the relevance of human organoid models in the safety assessment in drug development.
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