Multi-omics analyses reveal ClpP activators disrupt essential mitochondrial pathways in triple-negative breast cancer
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA913905 | ENA |
REPOSITORIES: ENA
Dataset's files
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| SRR22812254_1.fastq.gz | Fastqsanger.gz | |||
| SRR22812254_2.fastq.gz | Fastqsanger.gz | |||
| SRR22812255_1.fastq.gz | Fastqsanger.gz | |||
| SRR22812255_2.fastq.gz | Fastqsanger.gz | |||
| SRR22812256_1.fastq.gz | Fastqsanger.gz |
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Project description:ClpP activators ONC201 and related small molecules (TR compounds, Madera Therapeutics), have demonstrated significant anti-cancer potential in an array of in vitro and in vivo studies, including clinical trials for refractory solid tumors. Though progress has been made in identifying specific phenotypic outcomes following ClpP activation, the exact mechanism by which ClpP activation leads to broad anti-cancer activity has yet to be fully elucidated. In this study, we utilized a multi-omics approach to identify the ClpP-dependent proteomic, transcriptomic, and metabolomic changes resulting from ONC201 or the TR compound TR-57 in triple-negative breast cancer cells. Applying mass spectrometry- based methods of proteomics and metabolomics, we identified ~8000 proteins and 588 metabolites, respectively. From proteomics data, approximately 3400 (ONC201) and 3000 (TR-57) proteins increased and ~4600 (ONC201) and ~4800 (TR-57) proteins decreased in this study. Gene ontological (GO) analysis revealed strong similarities between proteins up- or downregulated by ONC201 or TR-57 treatment. Notably, this included the downregulation of many mitochondrial processes and proteins, including mitochondrial translation and mitochondrial matrix proteins. We performed a large-scale transcriptomic analysis of WT SUM159 cells, identifying ~7700 transcripts (~3600 and 3800 increasing, ~4000 and 3900 decreasing in ONC201 and TR-57 treated cells, respectively). Less than 21% of these genes were affected by these compounds in ClpP null cells. GO analysis of these data demonstrated additional similarity of response to ONC201 and TR-57, including a decrease in transcripts related to the mitochondrial inner membrane and matrix, cell cycle, and nucleus, and increases in other nuclear transcripts and transcripts related to metal-ion binding. Comparison of response between both compounds demonstrated a highly similar response in all -omics datasets. Analysis of metabolites also revealed significant similarities between ONC201 and TR-57 with increases in α-ketoglutarate and 2-hydroxyglutaric acid and decreased ureidosuccinic acid, L-ascorbic acid, L-serine, and cytidine observed following ClpP activation in TNBC cells. Further analysis identified multiple pathways that were specifically impacted by ClpP activation, including ATF4 activation, heme biosynthesis, and the citrulline/urea cycle. In summary the results of our studies demonstrate that ONC201 and TR-57 induce highly similar and broad effects against multiple mitochondrial processes required for cell proliferation.
2023-04-01 | GSE221327 | GEO
Project description:ClpP activators ONC201 and related small molecules (TR compounds, Madera Therapeutics), have demonstrated significant anti-cancer potential in vitro and in vivo studies, including clinical trials for refractory solid tumors. Though progress has been made in identifying specific phenotypic outcomes following ClpP activation, the exact mechanism by which ClpP activation leads to broad anti-cancer activity has yet to be fully elucidated. In this study, we utilized a multi-omics approach to identify the ClpP-dependent proteomic, transcriptomic, and metabolomic changes resulting from ONC201 or the TR compound TR-57 in triple-negative breast cancer cells. Applying mass spectrometry-based methods of proteomics and metabolomics, we identified ∼8,000 proteins and 588 metabolites, respectively. From proteomics data, 113 (ONC201) and 191 (TR-57) proteins significantly increased and 572 (ONC201) and 686 (TR-57) proteins significantly decreased in this study. Gene ontological (GO) analysis revealed strong similarities between proteins up- or downregulated by ONC201 or TR-57 treatment. Notably, this included the downregulation of many mitochondrial processes and proteins, including mitochondrial translation and mitochondrial matrix proteins. We performed a large-scale transcriptomic analysis of WT SUM159 cells, identifying ∼7,700 transcripts (746 and 1,100 significantly increasing, 795 and 1,013 significantly decreasing in ONC201 and TR-57 treated cells, respectively). Less than 21% of these genes were affected by these compounds in ClpP null cells. GO analysis of these data demonstrated additional similarity of response to ONC201 and TR-57, including a decrease in transcripts related to the mitochondrial inner membrane and matrix, cell cycle, and nucleus, and increases in other nuclear transcripts and transcripts related to metal-ion binding. Comparison of response between both compounds demonstrated a highly similar response in all -omics datasets. Analysis of metabolites also revealed significant similarities between ONC201 and TR-57 with increases in α-ketoglutarate and 2-hydroxyglutaric acid and decreased ureidosuccinic acid, L-ascorbic acid, L-serine, and cytidine observed following ClpP activation in TNBC cells. Further analysis identified multiple pathways that were specifically impacted by ClpP activation, including ATF4 activation, heme biosynthesis, and the citrulline/urea cycle. In summary the results of our studies demonstrate that ONC201 and TR-57 induce highly similar and broad effects against multiple mitochondrial processes required for cell proliferation.
| S-EPMC10103842 | biostudies-literature
Project description:The peptidase ClpP is conserved from bacteria to human. In the mitochondrial matrix, it multimerizes and forms a macromolecular proteasome-like cylinder. Because of its known relevance for the mitochondrial unfolded protein response during cell stress, we characterized two ClpP knock-out mouse founder lines and documented similar phenotypes. Ubiquitously, ClpP absence led to accumulation of its interactor protein ClpX without transcript upregulation. Interestingly, most wild-type tissues with substantial ClpP amounts had no detectable ClpX. This inverse correlation suggests that ClpX levels and degradation are regulated by ClpP. The expectation of similar protein levels, in view of a reported association of heptameric ClpP rings with hexameric ClpX rings, was confirmed only in testis of wild-type animals. Germline tissue was exceptional also in its vulnerability to ClpP deletion, with both founder lines showing complete infertility for males and females. Otherwise, ubiquitous mitochondrial dysfunction was apparent from severe growth retardation and reduced spontaneous motor activity of the animals, and from a pronounced decrease in pre-/postnatal survival. Spermatogenesis was found aborted at the spermatid stage, acrosomes and axonemes were not formed. Overall, tissue-specific roles of ClpP were evident by this massive effect for germ cells, mild bioenergetic deficits in muscle and liver tissues, and excellent compensation in brain. ClpX was previously reported to chaperone unfolded proteins and also DNA condensation in mitochondria, so it is likely that this pathway is particularly susceptible in germ cells. In conclusion, our study indicates that the role of ClpP in quality control is indispensable during development for cells with rapid changes of mitochondrial numbers, and is relevant during aging for growth and survival of the organism. Factorial design comparing ClpP knock-out mice with wild type littermates in five different tissues (brain, testis, liver, skeletal and heart muscle)
2013-07-17 | E-GEOD-40207 | biostudies-arrayexpress
Project description:The ClpP activators ONC201 and related small molecules (TR compounds, Madera Therapeutics), have demonstrated significant anti-cancer potential in an array of in vitro cell models and in vivo studies, including clinical trials for refractory solid tumors. Though progress has been made in identifying specific phenotypic outcomes following ClpP activation, the exact mechanism by which ClpP activation leads to broad anti-cancer activity has yet to be fully elucidated. In this study, we utilized a multi-omics approach to identify the ClpP-dependent proteomic, transcriptomic, and metabolomic changes resulting from ONC201 or the TR compound TR-57 in triple-negative breast cancer cells (TNBC). Applying mass spectrometry- based methods of proteomics and metabolomics, we identified ~8000 proteins and 588 metabolites, respectively. From proteomics data, approximately 3400 (ONC201) and 3000 (TR-57) proteins increased and ~4600 (ONC201) and ~4800 (TR-57) proteins decreased in this study. Additionally, gene ontological analysis revealed strong similarities between proteins up- or downregulated by ONC201 or TR-57 treatment. Notably, this included the downregulation of many mitochondrial processes and proteins, including mitochondrial translation and mitochondrial matrix proteins. We also performed a large-scale transcriptomic analysis of WT SUM159 cells, identifying ~7700 transcripts (~3600 and 3800 increasing, ~4000 and 3900 decreasing in ONC201 and TR-57 treated cells, respectively). Less than 21% of these genes were affected by these compounds in ClpP null cells. Gene ontological analysis of these data demonstrated additional similarity of response to ONC201 and TR-57. Many of the same gene ontology processes and cellular components were identified, including a decrease in transcripts related to the mitochondrial inner membrane and matrix, the cell cycle, and the nucleus, as well as increases in other nuclear transcripts and transcripts related to metal-ion binding. Comparative analysis demonstrated a highly analogous response in all -omics datasets. Analysis of metabolites also revealed significant similarities between ONC201 and TR-57 with increases in α-ketoglutarate and 2-hydroxyglutaric acid and decreased levels of ureidosuccinic acid, L-ascorbic acid, L-serine, and cytidine observed following ClpP activation in TNBC cells. Further analysis identified multiple pathways that were specifically impacted by ClpP activation, including ATF4 activation, heme biosynthesis, and the citrulline/urea cycle. In summary the results of our studies demonstrate that ONC201 and TR-57 induce highly similar and broad effects against multiple mitochondrial processes required for cell proliferation.
2022-12-13 | ST002408 | MetabolomicsWorkbench
Project description:Targeting the mitochondrial caseinolytic protease P (ClpP) is a potential novel strategy for treating leukemia. However, little is known about the therapeutic effects of ClpP in solid tumors. In this study, we identify a strong activator of the mitochondrial ClpP for subsequent use in targeted pancreatic ductal adenocarcinoma (PDAC) therapy. Analysis of clinical data demonstrated a positive association between ClpP expression and prognosis in PDAC patients. We validated that aberrant ClpP activation can lead to growth arrest in PDAC cells and tumors. We then performed high-throughput screening and synthetic optimization to develop a potent ClpP activator, ZG111, which promoted ClpP to degrade respiratory chain complexes and occurred in a ClpP-dependent manner. This resulted in impaired oxidative phosphorylation in the mitochondria and activation of JNK/c-Jun pathway and endoplasmic reticulum stress response. ZG111 also produced significant antitumor effects on tumors in cell-derived and patient-derived xenografted mice models. Altogether, our identification of ZG111 demonstrated that the aberrant activation of ClpP hydrolysis can be used as a potential therapeutic strategy to treat PDAC cancer.
2021-10-21 | GSE186091 | GEO
Project description:The peptidase ClpP is conserved from bacteria to human. In the mitochondrial matrix, it multimerizes and forms a macromolecular proteasome-like cylinder. Because of its known relevance for the mitochondrial unfolded protein response during cell stress, we characterized two ClpP knock-out mouse founder lines and documented similar phenotypes. Ubiquitously, ClpP absence led to accumulation of its interactor protein ClpX without transcript upregulation. Interestingly, most wild-type tissues with substantial ClpP amounts had no detectable ClpX. This inverse correlation suggests that ClpX levels and degradation are regulated by ClpP. The expectation of similar protein levels, in view of a reported association of heptameric ClpP rings with hexameric ClpX rings, was confirmed only in testis of wild-type animals. Germline tissue was exceptional also in its vulnerability to ClpP deletion, with both founder lines showing complete infertility for males and females. Otherwise, ubiquitous mitochondrial dysfunction was apparent from severe growth retardation and reduced spontaneous motor activity of the animals, and from a pronounced decrease in pre-/postnatal survival. Spermatogenesis was found aborted at the spermatid stage, acrosomes and axonemes were not formed. Overall, tissue-specific roles of ClpP were evident by this massive effect for germ cells, mild bioenergetic deficits in muscle and liver tissues, and excellent compensation in brain. ClpX was previously reported to chaperone unfolded proteins and also DNA condensation in mitochondria, so it is likely that this pathway is particularly susceptible in germ cells. In conclusion, our study indicates that the role of ClpP in quality control is indispensable during development for cells with rapid changes of mitochondrial numbers, and is relevant during aging for growth and survival of the organism.
2013-07-17 | GSE40207 | GEO
Project description:Acyldepsipeptides are a unique class of antibiotics that act via allosterically dysregulated activation of the bacterial caseinolytic protease (ClpP). The ability of ClpP activators to kill nongrowing bacteria represents a new opportunity to combat deep-seated biofilm infections. However, the acyldepsipeptide scaffold is subject to rapid metabolism. Herein, we explore alteration of the potentially metabolically reactive α,β unsaturated acyl chain. Through targeted synthesis, a new class of phenyl urea substituted depsipeptide ClpP activators with improved metabolic stability is described. The ureadepsipeptides are potent activators of Staphylococcus aureus ClpP and show activity against Gram-positive bacteria, including S. aureus biofilms. These studies demonstrate that a phenyl urea motif can successfully mimic the double bond, maintaining potency equivalent to acyldepsipeptides but with decreased metabolic liability. Although removal of the double bond from acyldepsipeptides generally has a significant negative impact on potency, structural studies revealed that the phenyl ureadepsipeptides can retain potency through the formation of a third hydrogen bond between the urea and the key Tyr63 residue in the ClpP activation domain. Ureadepsipeptides represent a new class of ClpP activators with improved drug-like properties, potent antibacterial activity, and the tractability to be further optimized.
| S-EPMC6916429 | biostudies-literature
Project description:We performed RNAseq analysis to determine the effect of ClpP-deletion on cumulus cells global gene expression profile in mature (3 month-old) and (6 month-old) mice. RNA sequencing revealed about 13,000 genes (FPKM > 0.1) expressed in cumulus cells. A total of 1025 genes were significantly differentially expressed (p<0.05) in 3-month ClpP-/- cumulus cells compared to WT (548 up-regulated and 477 down-regulated). At 6-month, a total of 555 genes were significantly differentially expressed in ClpP-/- cumulus cells compared to WT (464 up-regulated and 91 down-regulated). In addition, 1012 and 1034 genes were significantly differentially expressed in both 6 month ClpP-/- and WT cumulus cells compared to younger ClpP-/- cumulus cells, respectively. In this study, we assessed the effect of ClpP global deletion on cumulus cells gene expression. Our findings provide new insight into the role of CLPP in the cumulus cells, and may help understand the potential mechanism of infertility and reproductive aging associated with ClpP-deficiency.
2020-08-15 | GSE102756 | GEO
Project description:We performed RNAseq analysis to determine the effect of ClpP-deletion on cumulus cells global gene expression profile in mature (3 month-old) and (6 month-old) mice. RNA sequencing revealed about 13,000 genes (FPKM > 0.1) expressed in cumulus cells. A total of 1025 genes were significantly differentially expressed (p<0.05) in 3-month ClpP-/- cumulus cells compared to WT (548 up-regulated and 477 down-regulated). At 6-month, a total of 555 genes were significantly differentially expressed in ClpP-/- cumulus cells compared to WT (464 up-regulated and 91 down-regulated). In addition, 1012 and 1034 genes were significantly differentially expressed in both 6 month ClpP-/- and WT cumulus cells compared to younger ClpP-/- cumulus cells, respectively. In this study, we assessed the effect of ClpP global deletion on cumulus cells gene expression. Our findings provide new insight into the role of CLPP in the cumulus cells, and may help understand the potential mechanism of infertility and reproductive aging associated with ClpP-deficiency.
2017-12-01 | GSE102269 | GEO
Project description:By integration of transcriptome and metabolite analyses, we showed that pharmacological activation of the mitochondrial ClpP protease through utilization of enhanced imipridone compounds (ONC206 and ONC212) in combination with global (Panobinostat) and selective (romidepsin) HDAC – inhibitors caused synergistic reduction of viability in established and patient-derived xenograft (PDX) cultures of human GBM. This effect occurred independent of TP53 status and was partially mediated by activation of a cell death with apoptotic features accompanied by activation of initiator and effector caspases as well as cleavage of PARP. Consistently, the combination treatment altered the expression of anti-apoptotic and pro-apoptotic Bcl-2 family members, resulting in down-regulation of Bcl-xL and Mcl-1. Knockdown experiments targeting Noxa, BIM, Bcl-xL and Mcl-1 confirmed a functional implication of these proteins in the reduction of cellular viability mediated by the combination treatment. Importantly, knockdown of the ClpP protease significantly rescued the reduction of cellular viability by ClpP activators and the combination treatment, respectively, suggesting critical involvement of this protein. We used microarrays to detail the global programme of gene expression underlying cellularization and identified distinct classes of up-regulated and down-regulated genes in cells treated with ONC206 and Romidepsin.
2022-01-24 | GSE166111 | GEO