Characterization of methionine dependence in melanoma cells [RNA-seq]
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE225945 | GEO | 2023/05/03
REPOSITORIES: GEO
Similar Datasets
Project description:Dietary methionine restriction is associated with a reduction in tumor growth in preclinical studies and an increase in lifespan in animal models. The mechanism by which methionine restriction inhibits tumor growth while sparing normal cells is incompletely understood, except for the observation that normal cells can utilize methionine or homocysteine interchangeably (methionine independence) while most cancer cells are strictly dependent on methionine availability. Here, we compared a typical methionine dependent and a rare methionine independent melanoma cell line. We show that replacing methionine, a methyl donor, with homocysteine generally induced hypomethylation in gene promoters. This decrease was similar in methionine dependent versus methionine independent cells. There was only a low level of pathway enrichment, suggesting that the hypomethylation is generic rather than gene specific. Whole proteome and transcriptome were also analyzed. This analysis revealed that contrarily to the effect on methylation, the replacement of methionine with homocysteine had a much greater effect on the transcriptome and proteome of methionine dependent cells than methionine independent cells. Interestingly, the methionine adenosyltransferase 2A (MAT2A), responsible for the synthesis of s-adenosylmethionine from methionine, was equally strongly upregulated in both cell lines. This suggests that the absence of methionine is equally detected but trigger different outcomesin methionine dependent versus independent cells. Our analysis reveals the importance of cell cycle control, DNA damage repair, translation, nutrient sensing, oxidative stress and tight junctions in the cellular response to methionine stress in melanoma.
2023-05-03 | GSE225944 | GEO
Project description:Dietary methionine restriction is associated with a reduction in tumor growth in preclinical studies and an increase in lifespan in animal models. The mechanism by which methionine restriction inhibits tumor growth while sparing normal cells is incompletely understood, except for the observation that normal cells can utilize methionine or homocysteine interchangeably (methionine independence) while most cancer cells are strictly dependent on methionine availability. Here, we compared a typical methionine dependent and a rare methionine independent melanoma cell line. We found that replacing methionine with homocysteine generally induced hypomethylation in gene promoters. We isolated nuclear proteins and submitted it for tandem mass tag (TMT) proteomics. This analysis revealed that several proteins involved in the mitochondrial integrated stress response (ISR) were upregulated in response to the replacement of methionine to homocysteine in both cell lines, but to a much greater degree in the methionine dependent cell line. Consistent with the ISR signature, a proteomic analysis of a subcellular fraction enriched for mitochondrial content revealed a strong enrichment for proteins involved in oxidative phosphorylation. Analysis of cellular bioenergetics confirmed that homocysteine induces a decrease in ATP production from oxidative phosphorylation and glycolysis, but to a similar extent in methionine dependent and methionine independent cells. The mitochondrial integrated stress response shared a signature with ferroptosis. Methionine dependent cells displayed a strong ferroptotic signature, which was decreased by half in methionine independent cells. Consistent with ferroptosis, malonaldehyde was increased in methionine independent cells grown in homocysteine, and viability could be rescued with the inhibitor ferrostatin. Therefore, we propose that methionine stress induces ferroptotic cell death in methionine dependent cancer cells.
2023-03-07 | MSV000091423 | MassIVE
Project description:This West Coast Metabolomics Center pilot and feasibility project granted to Peter Kaiser (UC Irvine), aims to achieve understanding of a unique metabolic dependence of cancer cells to explore development of novel unconventional therapeutic strategies that exploit dependence of cancer cells on methyl-donor abundance. The past few years have highlighted the role of altered metabolism in cancer. While mechanistic insight into changed metabolism in cancer is very limited, the importance of the metabolic pathway surrounding homocysteine and methionine for cancer cell proliferation has been known for over 30 years. These findings, generally summarized as methionine-dependence or methionine stress sensitivity, describe the phenomenon that most cancer cells cannot proliferate in growth medium where the amino acid methionine is replaced with its direct metabolic precursor homocysteine. Importantly, non-tumorigenic cells are unaffected by replacing methionine with homocysteine in the growth medium. For the past years we have been studying methionine dependence of breast and prostate cancer and demonstrated that methionine-dependence is caused by insufficient flux through this pathway to sustain synthesis of the downstream metabolite and the principal methyl-donor S-adenosylmethionine (SAM). We have isolated rare cell clones from MDA-MB468 breast cancer cells (referred to as MB468RES) that are no longer methionine dependent and proliferate in homocysteine medium. Interestingly, MB468RES have lost their ability for anchorage independent growth, a hallmark of cancer. The MB468 and MB468RES cell line pair confirms other observations showing that methionine dependence is tightly linked to tumorigenicity. Importantly, this cell line pair is an ideal model to identify metabolite signatures linked to cancer cell methionine dependence. We propose to characterize the metabolic changes triggered by the shift from normal growth medium to homocysteine medium in MB468 breast cancer cells and the methionine stress insensitive MB468RES derivatives. In addition we have developed cancer cell lines with inducible shRNAs targeting methionine adenosyltransferase (MAT), the enzyme catalyzing synthesis of SAM from methionine and ATP. Inducible knockdown of MAT allows us to specifically reduce SAM synthesis. Our previous results suggest that SAM limitation is the critical trigger for cancer cell methionine dependence. Thus metabolite profiling using the MAT knockdown system will provide an independent dataset that together with metabolite profiles from the MB468 and MB468RES cell line pair will define critical metabolic profiles related to cancer cell methionine dependence. In the current investigation, untargeted analysis of primary metabolites and complex lipids, coupled with quantitative analysis of methionine pathway intermediates (folate and respective derivatives, s-adenosylmethoinine, s-adenosylhomocysteine, choline, betaine) and metabolic flux will be conducted on MB468, MB468RES and MB468shRNA following the switch from methionine containing media to homocysteine containing media over the course of 0, 2, 4, 8, 12, 24 and 48 hours. The primary objectives were to 1) characterize the metabolic response to methionine stress and SAM limitation and 2) correlate the metabolic signatures with cancer cell proliferation arrest and death.
2014-06-11 | ST000077 | MetabolomicsWorkbench
Project description:This West Coast Metabolomics Center pilot and feasibility project granted to Peter Kaiser (UC Irvine), aims to achieve understanding of a unique metabolic dependence of cancer cells to explore development of novel unconventional therapeutic strategies that exploit dependence of cancer cells on methyl-donor abundance. The past few years have highlighted the role of altered metabolism in cancer. While mechanistic insight into changed metabolism in cancer is very limited, the importance of the metabolic pathway surrounding homocysteine and methionine for cancer cell proliferation has been known for over 30 years. These findings, generally summarized as methionine-dependence or methionine stress sensitivity, describe the phenomenon that most cancer cells cannot proliferate in growth medium where the amino acid methionine is replaced with its direct metabolic precursor homocysteine. Importantly, non-tumorigenic cells are unaffected by replacing methionine with homocysteine in the growth medium. For the past years we have been studying methionine dependence of breast and prostate cancer and demonstrated that methionine-dependence is caused by insufficient flux through this pathway to sustain synthesis of the downstream metabolite and the principal methyl-donor S-adenosylmethionine (SAM). We have isolated rare cell clones from MDA-MB468 breast cancer cells (referred to as MB468RES) that are no longer methionine dependent and proliferate in homocysteine medium. Interestingly, MB468RES have lost their ability for anchorage independent growth, a hallmark of cancer. The MB468 and MB468RES cell line pair confirms other observations showing that methionine dependence is tightly linked to tumorigenicity. Importantly, this cell line pair is an ideal model to identify metabolite signatures linked to cancer cell methionine dependence. We propose to characterize the metabolic changes triggered by the shift from normal growth medium to homocysteine medium in MB468 breast cancer cells and the methionine stress insensitive MB468RES derivatives. In addition we have developed cancer cell lines with inducible shRNAs targeting methionine adenosyltransferase (MAT), the enzyme catalyzing synthesis of SAM from methionine and ATP. Inducible knockdown of MAT allows us to specifically reduce SAM synthesis. Our previous results suggest that SAM limitation is the critical trigger for cancer cell methionine dependence. Thus metabolite profiling using the MAT knockdown system will provide an independent dataset that together with metabolite profiles from the MB468 and MB468RES cell line pair will define critical metabolic profiles related to cancer cell methionine dependence. In the current investigation, untargeted analysis of primary metabolites and complex lipids, coupled with quantitative analysis of methionine pathway intermediates (folate and respective derivatives, s-adenosylmethoinine, s-adenosylhomocysteine, choline, betaine) and metabolic flux will be conducted on MB468, MB468RES and MB468shRNA following the switch from methionine containing media to homocysteine containing media over the course of 0, 2, 4, 8, 12, 24 and 48 hours. The primary objectives were to 1) characterize the metabolic response to methionine stress and SAM limitation and 2) correlate the metabolic signatures with cancer cell proliferation arrest and death.
2014-06-11 | ST000058 | MetabolomicsWorkbench
Project description:DNA (cytosine-5) methyltransferase 1 (DNMT1) is essential for mammalian development and maintenance of DNA methylation following DNA replication in cells. The DNA methylation process generates S-adenosyl-L-homocysteine, a strong inhibitor of DNMT1. Here we report that S-adenosylhomocysteine hydrolase (SAHH/AHCY), the only mammalian enzyme capable of hydrolyzing S-adenosyl-L-homocysteine binds to DNMT1 during DNA replication. SAHH activates DNMT1 in vitro and its overexpression in mammalian cells leads to hypermethylation of the genome, whereas its inhibition by adenosine periodate resulted in hypomethylation of the genome. Hypermethylation was consistent in both gene bodies and repetitive DNA elements leading to both down- and up-regulation of genes. Similarly, hypomethylation led to both up- and down-regulation of genes suggesting methylated regions influence gene expression either positively or negatively. Cells overexpressing SAHH specifically up-regulated metabolic pathway genes and down-regulated PPAR and MAPK signaling pathways genes. Therefore, we suggest that alteration of SAHH level in the cell leads to aberrant DNA methylation, altered metabolite levels and gene expression.
2018-06-06 | PXD006476 | Pride
Project description:Histone modifications are integral to epigenetics through their influence on gene expression and cellular status. While it's established that metabolism, including methionine metabolism, can impact histone methylation, the direct influence of methionine availability on crucial histone marks that determine the epigenomic process remains poorly understood. In this study, we demonstrate that methionine, through its metabolic product, S-adenosylmethionine (SAM), dynamically regulates H3K36me3, a cancer-associated histone modification known to influence cellular status, and myogenic differentiation of mouse myoblast cells. We further demonstrate that the methionine-dependent effects on differentiation are mediated in part through the histone methyltransferase SETD2, which senses methionine levels. Additionally, methionine restriction leads to preferential decreases in H3K36me3 abundance and genome accessibility of genes involved in myogenic differentiation. Importantly, the effects of methionine restriction on differentiation and chromatin accessibility can be phenocopied by the deletion of Setd2. Collectively, this study demonstrates that methionine metabolism through its ability to be sensed by chromatin modifying enzymes can have a direct role in influencing cell fate determination.
2023-11-30 | GSE248198 | GEO
Project description:Histone modifications are integral to epigenetics through their influence on gene expression and cellular status. While it's established that metabolism, including methionine metabolism, can impact histone methylation, the direct influence of methionine availability on crucial histone marks that determine the epigenomic process remains poorly understood. In this study, we demonstrate that methionine, through its metabolic product, S-adenosylmethionine (SAM), dynamically regulates H3K36me3, a cancer-associated histone modification known to influence cellular status, and myogenic differentiation of mouse myoblast cells. We further demonstrate that the methionine-dependent effects on differentiation are mediated in part through the histone methyltransferase SETD2, which senses methionine levels. Additionally, methionine restriction leads to preferential decreases in H3K36me3 abundance and genome accessibility of genes involved in myogenic differentiation. Importantly, the effects of methionine restriction on differentiation and chromatin accessibility can be phenocopied by the deletion of Setd2. Collectively, this study demonstrates that methionine metabolism through its ability to be sensed by chromatin modifying enzymes can have a direct role in influencing cell fate determination.
2023-11-30 | GSE248197 | GEO
Project description:The amino acid homocysteine increases in the serum when there is insufficient folic acid or vitamin B12, or with certain mutations in enzymes important in methionine metabolism. Elevated homocysteine is related to increased risk for cardiovascular and other diseases in adults and elevated maternal homocysteine increases the risk for certain congenital defects, especially those that result from abnormal development of the neural crest and neural tube. Experiments with the avian embryo model have shown that elevated homocysteine perturbs neural crest / neural tube migration in vitro and in vivo. While there have been numerous studies of homocysteine-induced changes in gene expression in adult cells, there is no previous report of a homocysteine-responsive transcriptome in the embryonic neural crest. We treated neural crest cells in vitro with exogenous homocysteine in a protocol that induces significant changes in neural crest cell migration. We used microarray analysis and expression profiling to identify 65 transcripts of genes of known function that were altered by homocysteine. The largest set of effected genes (19) included those with a role in cell migration and adhesion. Other major groups were genes involved in metabolism (13); DNA / RNA interaction (11); cell proliferation / apoptosis (10); and transporter / receptor (6). Although the genes identified in this experiment were consistent with prior observations of the effect of homocysteine upon neural crest cell function, none had been identified previously as response to homocysteine in adult cells. Keywords: homocysteine ● microarray ● expression profiling ● embryo ● neural crest
2007-01-26 | GSE6868 | GEO
Project description:Epigenetic modifications on DNA and histones regulate gene expression by modulating chromatin accessibility to transcription machinery. Chromatin-modifying enzymes are dependent on metabolic intermediates for chromatin remodeling, linking nutrient availability and cellular metabolism to the cellular epigenetic landscape. Here we identify methionine as a key nutrient affecting T cell epigenetic reprogramming in CD4+ T helper (Th) cells. Using metabolomic approaches, we showed that methionine is rapidly taken up by activated T cells and then serves as the major substrate for the biosynthesis of S-adenosyl-L-methionine (SAM), the universal methyl donor for cellular methyltransferases. Conversely, methionine restriction (MR) depletes intracellular SAM pools, reduces global histone H3K4 methylation (H3K4me3) in T cells, and reduces H3K4me3 levels at the promoter regions of key genes involved in CD4+ Th17 cell proliferation and cytokine production. Applied to the mouse model of multiple sclerosis (experimental autoimmune encephalomyelitis), dietary methionine restriction reduced the expansion of pathogenic Th17 cells in vivo, leading to reduced T cell-mediated neuroinflammation and disease onset. Overall our data identify methionine as a key nutritional factor that shapes T cell proliferation, differentiation, and function in part through regulation of histone methylation in T cells.
2020-02-03 | GSE143321 | GEO
Project description:Epigenetic modifications on DNA and histones regulate gene expression by modulating chromatin accessibility to transcription machinery. Chromatin-modifying enzymes are dependent on metabolic intermediates for chromatin remodeling, linking nutrient availability and cellular metabolism to the cellular epigenetic landscape. Here we identify methionine as a key nutrient affecting T cell epigenetic reprogramming in CD4+ T helper (Th) cells. Using metabolomic approaches, we showed that methionine is rapidly taken up by activated T cells and then serves as the major substrate for the biosynthesis of S-adenosyl-L-methionine (SAM), the universal methyl donor for cellular methyltransferases. Conversely, methionine restriction (MR) depletes intracellular SAM pools, reduces global histone H3K4 methylation (H3K4me3) in T cells, and reduces H3K4me3 levels at the promoter regions of key genes involved in CD4+ Th17 cell proliferation and cytokine production. Applied to the mouse model of multiple sclerosis (experimental autoimmune encephalomyelitis), dietary methionine restriction reduced the expansion of pathogenic Th17 cells in vivo, leading to reduced T cell-mediated neuroinflammation and disease onset. Overall our data identify methionine as a key nutritional factor that shapes T cell proliferation, differentiation, and function in part through regulation of histone methylation in T cells.
2020-02-03 | GSE143320 | GEO