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1.
Int J Mol Sci ; 25(9)2024 Apr 30.
Article En | MEDLINE | ID: mdl-38732093

The chromatin organization and its dynamic remodeling determine its accessibility and sensitivity to DNA damage oxidative stress, the main source of endogenous DNA damage. We studied the role of the VRK1 chromatin kinase in the response to oxidative stress. which alters the nuclear pattern of histone epigenetic modifications and phosphoproteome pathways. The early effect of oxidative stress on chromatin was studied by determining the levels of 8-oxoG lesions and the alteration of the epigenetic modification of histones. Oxidative stress caused an accumulation of 8-oxoG DNA lesions that were increased by VRK1 depletion, causing a significant accumulation of DNA strand breaks detected by labeling free 3'-DNA ends. In addition, oxidative stress altered the pattern of chromatin epigenetic marks and the nuclear phosphoproteome pathways that were impaired by VRK1 depletion. Oxidative stress induced the acetylation of H4K16ac and H3K9 and the loss of H3K4me3. The depletion of VRK1 altered all these modifications induced by oxidative stress and resulted in losses of H4K16ac and H3K9ac and increases in the H3K9me3 and H3K4me3 levels. All these changes were induced by the oxidative stress in the epigenetic pattern of histones and impaired by VRK1 depletion, indicating that VRK1 plays a major role in the functional reorganization of chromatin in the response to oxidative stress. The analysis of the nuclear phosphoproteome in response to oxidative stress detected an enrichment of the phosphorylated proteins associated with the chromosome organization and chromatin remodeling pathways, which were significantly decreased by VRK1 depletion. VRK1 depletion alters the histone epigenetic pattern and nuclear phosphoproteome pathways in response to oxidative stress. The enzymes performing post-translational epigenetic modifications are potential targets in synthetic lethality strategies for cancer therapies.


Epigenesis, Genetic , Histones , Oxidative Stress , Protein Serine-Threonine Kinases , Humans , Histones/metabolism , Protein Serine-Threonine Kinases/metabolism , Protein Serine-Threonine Kinases/genetics , Proteome/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Intracellular Signaling Peptides and Proteins/genetics , Phosphoproteins/metabolism , Phosphoproteins/genetics , DNA Damage , Cell Nucleus/metabolism , Chromatin/metabolism , Chromatin/genetics , Cell Line, Tumor , Acetylation , Protein Processing, Post-Translational
2.
Chem Biol Interact ; 391: 110908, 2024 Mar 01.
Article En | MEDLINE | ID: mdl-38367682

Dynamic chromatin remodeling requires regulatory mechanisms for its adaptation to different nuclear function, which are likely to be mediated by signaling proteins. In this context, VRK1 is a nuclear Ser-Thr kinase that regulates pathways associated with transcription, replication, recombination, and DNA repair. Therefore, VRK1 is a potential regulatory, or coordinator, molecule in these processes. In this work we studied the effect that VRK1 depletion has on the basal nuclear and chromatin phosphoproteome, and their associated pathways. VRK1 depletion caused an alteration in the pattern of the nuclear phosphoproteome, which is mainly associated with nucleoproteins, ribonucleoproteins, RNA splicing and processing. Next, it was determined the changes in proteins associated with DNA damage that was induced by doxorubicin treatment. Doxorubicin alters the nuclear phosphoproteome affecting proteins implicated in DDR, including DSB repair proteins NBN and 53BP1, cellular response to stress and chromatin organization proteins. In VRK1-depleted cells, the effect of doxorubicin on protein phosphorylation was reverted to basal levels. The nuclear phosphoproteome patterns induced by doxorubicin are altered by VRK1 depletion, and is enriched in histone modification proteins and chromatin associated proteins. These results indicate that VRK1 plays a major role in processes requiring chromatin remodeling in its adaptation to different biological contexts.


Intracellular Signaling Peptides and Proteins , Protein Serine-Threonine Kinases , Protein Serine-Threonine Kinases/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Chromatin , Phosphorylation , DNA Damage , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , DNA Repair , Doxorubicin/pharmacology
3.
Proteomics ; 24(7): e2300262, 2024 Apr.
Article En | MEDLINE | ID: mdl-38221716

The cancer cell secretome comprises a treasure-trove for biomarkers since it reflects cross-talk between tumor cells and their surrounding environment with high detectability in biofluids. In this study, we evaluated six secretome sample processing workflows coupled to single-shot mass spectrometry: (1) Protein concentration by ultrafiltration with a molecular weight cut-off (MWCO) filter and sample preparation through in-gel digestion (IGD); (2) Acetone protein precipitation coupled to IGD; (3) MWCO filter-based protein concentration followed by to in-solution digestion (ISD); (4) Acetone protein precipitation coupled to ISD; (5) Direct ISD; (6) Secretome lyophilization and ISD. To this end, we assessed workflow triplicates in terms of total number of protein identifications, unique identifications, reproducibility of protein identification and quantification and detectability of small proteins with important functions in cancer biology such as cytokines, chemokines, and growth factors. Our findings revealed that acetone protein precipitation coupled to ISD outperformed the other methods in terms of the number of identified proteins (2246) and method reproducibility (correlation coefficient between replicates (r = 0.94, CV = 19%). Overall, especially small proteins such as those from the classes mentioned above were better identified using ISD workflows. Concluding, herein we report that secretome protein precipitation coupled to ISD is the method of choice for high-throughput secretome proteomics via single shot nanoLC-MS/MS.


Proteomics , Tandem Mass Spectrometry , Tandem Mass Spectrometry/methods , Proteomics/methods , Reproducibility of Results , Acetone , Secretome , Proteins/metabolism , Proteome/metabolism
4.
Methods Mol Biol ; 2718: 285-302, 2023.
Article En | MEDLINE | ID: mdl-37665466

Proteogenomic analysis is emerging as an advantageous tool to assist personalized therapy decisions in clinical health care and integrates complementary information from the genome, transcriptome, and (phospho)proteome. A prerequisite for such analysis is a workflow for the simultaneous isolation of DNA, RNA, and protein from a single sample that does not compromise the different biological molecules and their examination. Focusing on the phosphoproteomic aspect of this workflow, we here provide detailed information on our protocol, which is based on commonly used acid guanidinium thiocyanate-phenol-chloroform (AGPC) extraction with RNA-Bee. We describe the necessary steps for biopsy collection, cryoprocessing, and protein extraction. We further share our practice on protein digestion and cleanup of small samples (200 µg protein) and describe settings for automated IMAC-based phosphopeptide enrichment with the AssayMAP Bravo platform.


Guanidines , Thiocyanates , Animals , Bees , Biopsy , RNA
5.
Cell Rep ; 42(5): 112538, 2023 05 30.
Article En | MEDLINE | ID: mdl-37209095

BRCA1 and BRCA2 both function in DNA double-strand break repair by homologous recombination (HR). Due to their HR defect, BRCA1/2-deficient cancers are sensitive to poly(ADP-ribose) polymerase inhibitors (PARPis), but they eventually acquire resistance. Preclinical studies yielded several PARPi resistance mechanisms that do not involve BRCA1/2 reactivation, but their relevance in the clinic remains elusive. To investigate which BRCA1/2-independent mechanisms drive spontaneous resistance in vivo, we combine molecular profiling with functional analysis of HR of matched PARPi-naive and PARPi-resistant mouse mammary tumors harboring large intragenic deletions that prevent reactivation of BRCA1/2. We observe restoration of HR in 62% of PARPi-resistant BRCA1-deficient tumors but none in the PARPi-resistant BRCA2-deficient tumors. Moreover, we find that 53BP1 loss is the prevalent resistance mechanism in HR-proficient BRCA1-deficient tumors, whereas resistance in BRCA2-deficient tumors is mainly induced by PARG loss. Furthermore, combined multi-omics analysis identifies additional genes and pathways potentially involved in modulating PARPi response.


Neoplasms , Ovarian Neoplasms , Animals , Mice , Female , Humans , BRCA1 Protein/genetics , BRCA2 Protein/genetics , BRCA2 Protein/metabolism , Multiomics , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , Poly(ADP-ribose) Polymerase Inhibitors/therapeutic use , Neoplasms/genetics , Ovarian Neoplasms/genetics
7.
Mass Spectrom Rev ; : e21808, 2022 Sep 26.
Article En | MEDLINE | ID: mdl-36156810

Aberrant cellular signaling pathways are a hallmark of cancer and other diseases. One of the most important signaling mechanisms involves protein phosphorylation/dephosphorylation. Protein phosphorylation is catalyzed by protein kinases, and over 530 protein kinases have been identified in the human genome. Aberrant kinase activity is one of the drivers of tumorigenesis and cancer progression and results in altered phosphorylation abundance of downstream substrates. Upstream kinase activity can be inferred from the global collection of phosphorylated substrates. Mass spectrometry-based phosphoproteomic experiments nowadays routinely allow identification and quantitation of >10k phosphosites per biological sample. This substrate phosphorylation footprint can be used to infer upstream kinase activities using tools like Kinase Substrate Enrichment Analysis (KSEA), Posttranslational Modification Substrate Enrichment Analysis (PTM-SEA), and Integrative Inferred Kinase Activity Analysis (INKA). Since the topic of kinase activity inference is very active with many new approaches reported in the past 3 years, we would like to give an overview of the field. In this review, an inventory of kinase activity inference tools, their underlying algorithms, statistical frameworks, kinase-substrate databases, and user-friendliness is presented. The most widely-used tools are compared in-depth. Subsequently, recent applications of the tools are described focusing on clinical tissues and hematological samples. Two main application areas for kinase activity inference tools can be discerned. (1) Maximal biological insights can be obtained from large data sets with group comparisons using multiple complementary tools (e.g., PTM-SEA and KSEA or INKA). (2) In the oncology context where personalized treatment requires analysis of single samples, INKA for example, has emerged as tool that can prioritize actionable kinases for targeted inhibition.

8.
Nature ; 608(7923): 609-617, 2022 08.
Article En | MEDLINE | ID: mdl-35948633

Somatic hotspot mutations and structural amplifications and fusions that affect fibroblast growth factor receptor 2 (encoded by FGFR2) occur in multiple types of cancer1. However, clinical responses to FGFR inhibitors have remained variable1-9, emphasizing the need to better understand which FGFR2 alterations are oncogenic and therapeutically targetable. Here we apply transposon-based screening10,11 and tumour modelling in mice12,13, and find that the truncation of exon 18 (E18) of Fgfr2 is a potent driver mutation. Human oncogenomic datasets revealed a diverse set of FGFR2 alterations, including rearrangements, E1-E17 partial amplifications, and E18 nonsense and frameshift mutations, each causing the transcription of E18-truncated FGFR2 (FGFR2ΔE18). Functional in vitro and in vivo examination of a compendium of FGFR2ΔE18 and full-length variants pinpointed FGFR2-E18 truncation as single-driver alteration in cancer. By contrast, the oncogenic competence of FGFR2 full-length amplifications depended on a distinct landscape of cooperating driver genes. This suggests that genomic alterations that generate stable FGFR2ΔE18 variants are actionable therapeutic targets, which we confirmed in preclinical mouse and human tumour models, and in a clinical trial. We propose that cancers containing any FGFR2 variant with a truncated E18 should be considered for FGFR-targeted therapies.


Exons , Gene Deletion , Molecular Targeted Therapy , Neoplasms , Oncogenes , Protein Kinase Inhibitors , Receptor, Fibroblast Growth Factor, Type 2 , Animals , Exons/genetics , Humans , Mice , Neoplasms/drug therapy , Neoplasms/genetics , Neoplasms/pathology , Oncogenes/genetics , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Receptor, Fibroblast Growth Factor, Type 2/antagonists & inhibitors , Receptor, Fibroblast Growth Factor, Type 2/genetics , Receptor, Fibroblast Growth Factor, Type 2/metabolism
9.
Mol Cell Proteomics ; 20: 100078, 2021.
Article En | MEDLINE | ID: mdl-33819647

In daily practice, different types of biomolecules are usually extracted for large-scale "omics" analysis with tailored protocols. However, when sample material is limited, an all-in-one strategy is preferable. Although lysis of cells and tissues with urea is widely used for phosphoproteomic applications, DNA, RNA, and proteins can be simultaneously extracted from small samples using acid guanidinium thiocyanate-phenol-chloroform (AGPC). Use of AGPC for mass spectrometry-based phosphoproteomics was reported but has not yet been thoroughly evaluated against a classical phosphoproteomic protocol. Here we compared urea- with AGPC-based protein extraction, profiling phosphorylations in the DNA damage response pathway after ionizing irradiation of U2OS cells as proof of principle. On average we identified circa 9000 phosphosites per sample with both extraction methods. Moreover, we observed high similarity of phosphosite characteristics (e.g., 94% shared class 1 identifications) and deduced kinase activities (e.g., ATM, ATR, CHEK1/2, PRKDC). We furthermore extended our comparison to murine and human tissue samples yielding similar and highly correlated results for both extraction protocols. AGPC-based sample extraction can thus replace common cell lysates for phosphoproteomic workflows and may thus be an attractive way to obtain input material for multiple omics workflows, yielding several data types from a single sample.


Phosphoproteins/analysis , Proteomics/methods , Animals , Carcinoma, Hepatocellular/metabolism , Cell Line , Chloroform/chemistry , DNA Damage , Feasibility Studies , Guanidines/chemistry , Humans , Liver/metabolism , Liver Neoplasms/metabolism , Melanoma/metabolism , Mice , Phenol/chemistry , Phosphoproteins/metabolism , RNA , Radiation, Ionizing , Thiocyanates/chemistry , Urea/chemistry
10.
J Proteomics ; 232: 104076, 2021 02 10.
Article En | MEDLINE | ID: mdl-33307249

Cancer cells secrete extracellular vesicles (EVs) that contain molecular information, including proteins and RNA. Oncogenic signalling can be transferred via the cargo of EVs to recipient cells and may influence the behaviour of neighbouring cells or cells at a distance. This cargo may contain cancer drivers, such as EGFR, and also phosphorylated (activated) components of oncogenic signalling cascades. Till date, the cancer EV phosphoproteome has not been studied in great detail. In the present study, we used U87 and U87EGFRvIII cells as a model to explore EV oncogenic signalling components in comparison to the cellular profile. EVs were isolated using the VN96 ME-kit and subjected to LC-MS/MS based phosphoproteomics and dedicated bioinformatics. Expression of (phosphorylated)-EGFR was highly increased in EGFRvIII overexpressing cells and their secreted EVs. The increased phosphorylated proteins in both cells and EVs were associated with activated components of the EGFR-signalling cascade and included EGFR, AKT2, MAPK8, SMG1, MAP3K7, DYRK1A, RPS6KA3 and PAK4 kinases. In conclusion, EVs harbour oncogenic signalling networks including multiple activated kinases including EGFR, AKT and mTOR. SIGNIFICANCE: Extracellular vesicles (EVs) are biomarker treasure troves and are widely studied for their biomarker content in cancer. However, little research has been done on the phosphorylated protein profile within cancer EVs. In the current study, we demonstrate that EVs that are secreted by U87-EGFRvIII mutant glioblastoma cells contain high levels of oncogenic signalling networks. These networks contain multiple activated (phosphorylated) kinases, including EGFR, MAPK, AKT and mTOR.


Extracellular Vesicles , Glioblastoma , Chromatography, Liquid , ErbB Receptors , Feasibility Studies , Humans , Tandem Mass Spectrometry , p21-Activated Kinases
12.
Mol Syst Biol ; 15(4): e8250, 2019 04 12.
Article En | MEDLINE | ID: mdl-30979792

Identifying hyperactive kinases in cancer is crucial for individualized treatment with specific inhibitors. Kinase activity can be discerned from global protein phosphorylation profiles obtained with mass spectrometry-based phosphoproteomics. A major challenge is to relate such profiles to specific hyperactive kinases fueling growth/progression of individual tumors. Hitherto, the focus has been on phosphorylation of either kinases or their substrates. Here, we combined label-free kinase-centric and substrate-centric information in an Integrative Inferred Kinase Activity (INKA) analysis. This multipronged, stringent analysis enables ranking of kinase activity and visualization of kinase-substrate networks in a single biological sample. To demonstrate utility, we analyzed (i) cancer cell lines with known oncogenes, (ii) cell lines in a differential setting (wild-type versus mutant, +/- drug), (iii) pre- and on-treatment tumor needle biopsies, (iv) cancer cell panel with available drug sensitivity data, and (v) patient-derived tumor xenografts with INKA-guided drug selection and testing. These analyses show superior performance of INKA over its components and substrate-based single-sample tool KARP, and underscore target potential of high-ranking kinases, encouraging further exploration of INKA's functional and clinical value.


Neoplasms/enzymology , Phosphotransferases/analysis , Proteomics/methods , Systems Biology/methods , Cell Line, Tumor , Enzyme Activation , Humans , K562 Cells , Mass Spectrometry , Phosphoproteins/analysis
14.
J Hepatol ; 64(1): 94-102, 2016 Jan.
Article En | MEDLINE | ID: mdl-26348541

BACKGROUND & AIMS: The liver is frequently challenged by toxins and reactive oxygen species. Therefore, hepatocytes require cytoprotective strategies to cope with these insults. Since the transcription factors Nrf2 and NF-κB regulate the cellular antioxidant defense system and important survival pathways, we determined their individual and overlapping functions in the liver. METHODS: We generated mice lacking Nrf2 and the NF-κB RelA/p65 subunit in hepatocytes and we analyzed their liver by using histopathology, immunohistochemistry, quantitative RT-PCR, Western blot and Oxyblot analysis. Human inflammatory hepatocellular adenomas (iHCA) were analyzed by immunohistochemistry. RESULTS: Loss of either Nrf2 or NF-κB/RelA had only a minor effect on liver homeostasis, but the double knockout mice spontaneously developed liver inflammation and fibrosis. Upon aging, more than one-third of the female double mutant mice developed tumors, which histologically resemble human iHCA, a tumor that predominantly occurs in women. The mouse tumors also recapitulated the immunohistochemical marker profile characteristic for human iHCA. Moreover, pNRF2 and NF-κB RelA/p65 was not detectable in the nuclei of iHCA tumor cells. The mouse phenotype was not due to a synergistic effect of both transcription factors on cytoprotective Nrf2 target genes. Rather, loss of Nrf2 or NF-κB/RelA altered the expression of different genes, and the combination of these alterations likely affects liver homeostasis in the double mutant mice. CONCLUSIONS: Our results provide genetic evidence for a functional cross-talk of Nrf2 and NF-κB/RelA in hepatocytes, which protects the liver from necrosis, inflammation and fibrosis. Furthermore, the double mutant mice represent a valuable animal model for iHCA.


Adenoma/prevention & control , Hepatocytes/physiology , Liver Neoplasms/prevention & control , NF-E2-Related Factor 2/physiology , NF-kappa B/physiology , Transcription Factor RelA/physiology , Animals , Female , Humans , Mice , Reactive Oxygen Species/metabolism
15.
Cancer Res ; 75(22): 4817-29, 2015 Nov 15.
Article En | MEDLINE | ID: mdl-26530903

Pharmacologic activation of the transcription factor NRF2 has been suggested to offer a strategy for cancer prevention. In this study, we present evidence from murine tumorigenesis experiments suggesting there may be limitations to this possibility, based on tumorigenic effects of Nrf2 in murine keratinocytes that have not been described previously. In this setting, Nrf2 expression conferred metabolic alterations in keratinocytes that were protumorigenic in nature, affecting enzymes involved in glutathione biosynthesis or in the oxidative pentose phosphate pathway and other NADPH-producing enzymes. Under stress conditions, coordinate increases in NADPH, purine, and glutathione levels promoted the survival of keratinocytes harboring oncogenic mutations, thereby promoting tumor development. The protumorigenic activity of Nrf2 in keratinocytes was particularly significant in a mouse model of skin tumorigenesis that did not rely upon chemical carcinogenesis. In exploring the clinical relevance of our findings, we confirm that NRF2 and protumorigenic NRF2 target genes were activated in some actinic keratoses, the major precancerous lesion in human skin. Overall, our results reveal an unexpected tumor-promoting activity of activated NRF2 during early phases of skin tumorigenesis.


Carcinogenesis/genetics , Keratinocytes/pathology , NF-E2-Related Factor 2/genetics , NF-E2-Related Factor 2/metabolism , Skin Neoplasms/genetics , Skin Neoplasms/metabolism , Animals , Cell Survival , Humans , Keratinocytes/metabolism , Keratosis, Actinic/genetics , Keratosis, Actinic/metabolism , Keratosis, Actinic/pathology , Mice , Mice, Inbred C57BL , Mice, Transgenic
16.
Oncoscience ; 1(6): 392-3, 2014.
Article En | MEDLINE | ID: mdl-25594034
17.
Cancer Res ; 73(11): 3460-9, 2013 Jun 01.
Article En | MEDLINE | ID: mdl-23576553

The antioxidant enzyme peroxiredoxin 6 (Prdx6) is a key regulator of the cellular redox balance, particularly under stress conditions. We identified Prdx6 as an important player in different phases of skin carcinogenesis. Loss of Prdx6 in mice enhanced the susceptibility to skin tumorigenesis, whereas overexpression of Prdx6 in keratinocytes of transgenic mice had the opposite effect. The tumor-preventive effect of Prdx6, which was observed in a human papilloma virus 8-induced and a chemically induced tumor model, was not due to alterations in keratinocyte proliferation, apoptosis, or in the inflammatory response. Rather, endogenous and overexpressed Prdx6 reduced oxidative stress as reflected by the lower levels of oxidized phospholipids in the protumorigenic skin of Prdx6 transgenic mice and the higher levels in Prdx6-knockout mice than in control animals. In contrast to its beneficial effect in tumor prevention, overexpression of Prdx6 led to an acceleration of malignant progression of existing tumors, revealing a dual function of this enzyme in the pathogenesis of skin cancer. Finally, we found strong expression of PRDX6 in keratinocytes of normal human skin and in the tumor cells of squamous cell carcinomas, indicating a role of Prdx6 in human skin carcinogenesis. Taken together, our data point to the potential usefulness of Prdx6 activators or inhibitors for controlling different stages of skin carcinogenesis.


Antioxidants/metabolism , Peroxiredoxin VI/metabolism , Skin Neoplasms/enzymology , 9,10-Dimethyl-1,2-benzanthracene , Adult , Animals , Carcinogenesis/metabolism , Female , Genes, Tumor Suppressor , Humans , Mice , Mice, Inbred C57BL , Mice, Mutant Strains , Mice, Transgenic , Peroxiredoxin VI/deficiency , Reactive Oxygen Species/metabolism , Skin Neoplasms/chemically induced , Skin Neoplasms/pathology
18.
Mol Ther ; 16(2): 359-69, 2008 Feb.
Article En | MEDLINE | ID: mdl-18071335

The Sleeping Beauty (SB) transposable element shows efficient transposition in human cells, and provides long-term transgene expression in preclinical animal models. Random chromosomal insertion of SB vectors represents a safety issue in human gene therapeutic applications, due to potential genotoxic effects associated with transposon integration. We investigated the transcriptional activities of SB in order to assess its potential to alter host gene expression upon integration. The untranslated regions (UTRs) of the transposon direct convergent, inward-directed transcription. Transcription from the 5'-UTR of SB is upregulated by the host-encoded factor high-mobility group 2-like 1 (HMG2L1), and requires a 65-base pair (bp) region not present in commonly used SB vectors. The SB transposase antagonizes the effect of HMG2L1, suggesting that natural transposase expression is under a negative feedback regulation. SB transposon vectors lacking the 65-bp region associated with HMG2L1-dependent upregulation exhibit benign transcriptional activities, at a level up to 100-times lower than that of the murine leukemia virus (MLV) long terminal repeat (LTR). Incorporation of chicken beta-globin HS4 insulator sequences in SB-based vectors reduces the transactivation of model promoters by transposon-borne enhancers, and thus may lower the risk of transcriptional activation of host genes situated close to a transposon insertion site.


HMGB2 Protein/metabolism , Retroelements/genetics , Transcription, Genetic , 5' Untranslated Regions/genetics , Chromatin Immunoprecipitation , HMGB2 Protein/genetics , HeLa Cells , Humans , Immunoprecipitation , Models, Genetic , Promoter Regions, Genetic/genetics , Protein Binding , T-Lymphocytes/metabolism , Transposases/genetics , Transposases/metabolism , Two-Hybrid System Techniques
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