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1.
ALTEX ; 2024 Oct 19.
Artigo em Inglês | MEDLINE | ID: mdl-39434630

RESUMO

Performance of pharmacokinetic models developed using in vitro-to-in vivo extrapolation (IVIVE) methods may be improved by refining assumptions regarding fraction absorbed (Fabs) through the intestine, a component of oral bioavailability (Fbio). Although in vivo measures of Fabs are often unavailable for non-pharmaceuticals, in vitro measures of apparent permeability (Papp) using the Caco-2 cell line have been highly correlated with Fabs. We measured bidirectional Papp for over 400 non-pharmaceutical chemicals using the Caco-2 assay. A random forest quantitative structure-property relationship (QSPR) model was developed using these and peer-reviewed pharmaceutical data. Both Caco-2 data (R²=0.37) and the QSPR model (R²=0.29) were better at predicting human bioavailability compared to in vivo rat data (R²=0.23). After incorporation into a high throughput toxicokinetics (HTTK) framework for IVIVE, the Caco-2 data were used to estimate in vivo administered equivalent dose (AED) for bioactivity assessed in vitro, The HTTK-predicted plasma steady state concentrations (Css) for IVIVE were revised, with modest changes predicted for poorly absorbed chemicals. Experimental data were evaluated for sources of measurement uncertainty, which were then accounted for using the Monte Carlo method. Revised AEDs were subsequently compared with exposure estimates to evaluate effects on bioactivity:exposure ratios, a surrogate for risk. Only minor changes in the margin between chemical exposure and predicted bioactive doses were observed due to the preponderance of highly absorbed chemicals.


When assessing any chemical risk posed to the public health, there is a crucial difference between a dose ingested orally and the amount that enters the bloodstream (the rest of the chemical is eliminated from the body). The in vitro Caco-2 permeability assay is used by the pharmaceutical industry to identify chemical compounds that will be well absorbed. Here we have used that same Caco-2 assay to screen more than 400 chemicals occuring in commerce and the environment to see if they are well-absorbed. We have further developed a machine learning model to predict this property for other chemicals without in vitro data. Due to interspecies differences, in vitro and machine learning approaches both appear to work better than animal studies for predicting human bioavailability. We predict that many, but not all, non-pharmaceuticals are well absorbed. We show how these new data refine health risk-based chemical priotizations.

2.
Toxicol Appl Pharmacol ; 491: 117073, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39159848

RESUMO

New approach methodologies (NAMs) aim to accelerate the pace of chemical risk assessment while simultaneously reducing cost and dependency on animal studies. High Throughput Transcriptomics (HTTr) is an emerging NAM in the field of chemical hazard evaluation for establishing in vitro points-of-departure and providing mechanistic insight. In the current study, 1201 test chemicals were screened for bioactivity at eight concentrations using a 24-h exposure duration in the human- derived U-2 OS osteosarcoma cell line with HTTr. Assay reproducibility was assessed using three reference chemicals that were screened on every assay plate. The resulting transcriptomics data were analyzed by aggregating signal from genes into signature scores using gene set enrichment analysis, followed by concentration-response modeling of signatures scores. Signature scores were used to predict putative mechanisms of action, and to identify biological pathway altering concentrations (BPACs). BPACs were consistent across replicates for each reference chemical, with replicate BPAC standard deviations as low as 5.6 × 10-3 µM, demonstrating the internal reproducibility of HTTr-derived potency estimates. BPACs of test chemicals showed modest agreement (R2 = 0.55) with existing phenotype altering concentrations from high throughput phenotypic profiling using Cell Painting of the same chemicals in the same cell line. Altogether, this HTTr based chemical screen contributes to an accumulating pool of publicly available transcriptomic data relevant for chemical hazard evaluation and reinforces the utility of cell based molecular profiling methods in estimating chemical potency and predicting mechanism of action across a diverse set of chemicals.


Assuntos
Perfilação da Expressão Gênica , Ensaios de Triagem em Larga Escala , Transcriptoma , Humanos , Ensaios de Triagem em Larga Escala/métodos , Linhagem Celular Tumoral , Transcriptoma/efeitos dos fármacos , Perfilação da Expressão Gênica/métodos , Reprodutibilidade dos Testes , Relação Dose-Resposta a Droga , Medição de Risco , Osteossarcoma/genética , Osteossarcoma/patologia
3.
Psychiatr Prax ; 51(3): 129-138, 2024 Apr.
Artigo em Alemão | MEDLINE | ID: mdl-37813363

RESUMO

OBJECTIVE: The influence of guideline recommendations and other factors on the utilization of psychosocial interventions in people with severe mental illness was examined. METHODS: Data from a cross-sectional study of 397 people with severe mental illness were analysed descriptively. RESULTS: Patients are less likely to receive therapies with a strong recommendation compared to other levels of recommendation. Various other factors are diffusely associated with utilization rates, but no ubiquitous predictors could be identified across all therapies. CONCLUSION: Current practice in the use of psychosocial interventions does not follow guideline recommendation strength. Interventions with strong recommendations are probably not available across services. Consequently, routine practice is not able to follow guideline recommendations according to their strength. Other consistent predictors could not be identified.


Assuntos
Transtornos Mentais , Pessoas Mentalmente Doentes , Humanos , Estudos Transversais , Alemanha , Transtornos Mentais/terapia
4.
Toxicol Appl Pharmacol ; 468: 116513, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-37044265

RESUMO

'Cell Painting' is an imaging-based high-throughput phenotypic profiling (HTPP) method in which cultured cells are fluorescently labeled to visualize subcellular structures (i.e., nucleus, nucleoli, endoplasmic reticulum, cytoskeleton, Golgi apparatus / plasma membrane and mitochondria) and to quantify morphological changes in response to chemicals or other perturbagens. HTPP is a high-throughput and cost-effective bioactivity screening method that detects effects associated with many different molecular mechanisms in an untargeted manner, enabling rapid in vitro hazard assessment for thousands of chemicals. Here, 1201 chemicals from the ToxCast library were screened in concentration-response up to ∼100 µM in human U-2 OS cells using HTPP. A phenotype altering concentration (PAC) was estimated for chemicals active in the tested range. PACs tended to be higher than lower bound potency values estimated from a broad collection of targeted high-throughput assays, but lower than the threshold for cytotoxicity. In vitro to in vivo extrapolation (IVIVE) was used to estimate administered equivalent doses (AEDs) based on PACs for comparison to human exposure predictions. AEDs for 18/412 chemicals overlapped with predicted human exposures. Phenotypic profile information was also leveraged to identify putative mechanisms of action and group chemicals. Of 58 known nuclear receptor modulators, only glucocorticoids and retinoids produced characteristic profiles; and both receptor types are expressed in U-2 OS cells. Thirteen chemicals with profile similarity to glucocorticoids were tested in a secondary screen and one chemical, pyrene, was confirmed by an orthogonal gene expression assay as a novel putative GR modulating chemical. Most active chemicals demonstrated profiles not associated with a known mechanism-of-action. However, many structurally related chemicals produced similar profiles, with exceptions such as diniconazole, whose profile differed from other active conazoles. Overall, the present study demonstrates how HTPP can be applied in screening-level chemical assessments through a series of examples and brief case studies.


Assuntos
Bioensaio , Ensaios de Triagem em Larga Escala , Humanos , Medição de Risco/métodos , Ensaios de Triagem em Larga Escala/métodos , Células Cultivadas , Bioensaio/métodos
5.
Reprod Toxicol ; 113: 172-188, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36122840

RESUMO

Chemical risk assessment considers potentially susceptible populations including pregnant women and developing fetuses. Humans encounter thousands of chemicals in their environments, few of which have been fully characterized. Toxicokinetic (TK) information is needed to relate chemical exposure to potentially bioactive tissue concentrations. Observational data describing human gestational exposures are unavailable for most chemicals, but physiologically based TK (PBTK) models estimate such exposures. Development of chemical-specific PBTK models requires considerable time and resources. As an alternative, generic PBTK approaches describe a standardized physiology and characterize chemicals with a set of standard physical and TK descriptors - primarily plasma protein binding and hepatic clearance. Here we report and evaluate a generic PBTK model of a human mother and developing fetus. We used a published set of formulas describing the major anatomical and physiological changes that occur during pregnancy to augment the High-Throughput Toxicokinetics (httk) software package. We simulated the ratio of concentrations in maternal and fetal plasma and compared to literature in vivo measurements. We evaluated the model with literature in vivo time-course measurements of maternal plasma concentrations in pregnant and non-pregnant women. Finally, we prioritized chemicals measured in maternal serum based on predicted fetal brain concentrations. This new model can be used for TK simulations of 859 chemicals with existing human-specific in vitro TK data as well as any new chemicals for which such data become available. This gestational model may allow for in vitro to in vivo extrapolation of point of departure doses relevant to reproductive and developmental toxicity.


Assuntos
Modelos Biológicos , Feminino , Humanos , Medição de Risco , Toxicocinética
6.
EMBO J ; 41(10): e108898, 2022 05 16.
Artigo em Inglês | MEDLINE | ID: mdl-35403729

RESUMO

The nonsense-mediated mRNA decay (NMD) pathway monitors translation termination in order to degrade transcripts with premature stop codons and regulate thousands of human genes. Here, we show that an alternative mammalian-specific isoform of the core NMD factor UPF1, termed UPF1LL , enables condition-dependent remodeling of NMD specificity. Previous studies indicate that the extension of a conserved regulatory loop in the UPF1LL helicase core confers a decreased propensity to dissociate from RNA upon ATP hydrolysis relative to UPF1SL , the major UPF1 isoform. Using biochemical and transcriptome-wide approaches, we find that UPF1LL can circumvent the protective RNA binding proteins PTBP1 and hnRNP L to preferentially bind and down-regulate transcripts with long 3'UTRs normally shielded from NMD. Unexpectedly, UPF1LL supports induction of NMD on new populations of substrate mRNAs in response to activation of the integrated stress response and impaired translation efficiency. Thus, while canonical NMD is abolished by moderate translational repression, UPF1LL activity is enhanced, offering the possibility to rapidly rewire NMD specificity in response to cellular stress.


Assuntos
Códon sem Sentido , Degradação do RNAm Mediada por Códon sem Sentido , RNA Helicases , Transativadores , Regiões 3' não Traduzidas , Ribonucleoproteínas Nucleares Heterogêneas/genética , Humanos , Proteína de Ligação a Regiões Ricas em Polipirimidinas/genética , Isoformas de Proteínas/genética , RNA Helicases/genética , RNA Helicases/metabolismo , Transativadores/genética , Transativadores/metabolismo
7.
J Biol Chem ; 295(33): 11613-11625, 2020 08 14.
Artigo em Inglês | MEDLINE | ID: mdl-32571872

RESUMO

The sequence-specific RNA-binding proteins PTBP1 (polypyrimidine tract-binding protein 1) and HNRNP L (heterogeneous nuclear ribonucleoprotein L) protect mRNAs from nonsense-mediated decay (NMD) by preventing the UPF1 RNA helicase from associating with potential decay targets. Here, by analyzing in vitro helicase activity, dissociation of UPF1 from purified mRNPs, and transcriptome-wide UPF1 RNA binding, we present the mechanistic basis for inhibition of NMD by PTBP1. Unlike mechanisms of RNA stabilization that depend on direct competition for binding sites among protective RNA-binding proteins and decay factors, PTBP1 promotes displacement of UPF1 already bound to potential substrates. Our results show that PTBP1 directly exploits the tendency of UPF1 to release RNA upon ATP binding and hydrolysis. We further find that UPF1 sensitivity to PTBP1 is coordinated by a regulatory loop in domain 1B of UPF1. We propose that the UPF1 regulatory loop and protective proteins control kinetic proofreading of potential NMD substrates, presenting a new model for RNA helicase regulation and target selection in the NMD pathway.


Assuntos
Ribonucleoproteínas Nucleares Heterogêneas/metabolismo , Degradação do RNAm Mediada por Códon sem Sentido , Proteína de Ligação a Regiões Ricas em Polipirimidinas/metabolismo , RNA Helicases/metabolismo , Transativadores/metabolismo , Trifosfato de Adenosina/metabolismo , Ribonucleoproteínas Nucleares Heterogêneas/química , Humanos , Modelos Moleculares , Proteína de Ligação a Regiões Ricas em Polipirimidinas/química , Domínios Proteicos , RNA Helicases/química , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Transativadores/química , Transcrição Gênica
8.
Nucleic Acids Res ; 48(13): 7468-7482, 2020 07 27.
Artigo em Inglês | MEDLINE | ID: mdl-32542372

RESUMO

Alternative polyadenylation (APA) produces transcript 3' untranslated regions (3'UTRs) with distinct sequences, lengths, stabilities and functions. We show here that APA products include a class of cryptic nonsense-mediated mRNA decay (NMD) substrates with extended 3'UTRs that gene- or transcript-level analyses of NMD often fail to detect. Transcriptome-wide, the core NMD factor UPF1 preferentially recognizes long 3'UTR products of APA, leading to their systematic downregulation. Counteracting this mechanism, the multifunctional RNA-binding protein PTBP1 regulates the balance of short and long 3'UTR isoforms by inhibiting NMD, in addition to its previously described modulation of co-transcriptional polyadenylation (polyA) site choice. Further, we find that many transcripts with altered APA isoform abundance across multiple tumor types are controlled by NMD. Together, our findings reveal a widespread role for NMD in shaping the outcomes of APA.


Assuntos
Degradação do RNAm Mediada por Códon sem Sentido , Poliadenilação , Regiões 3' não Traduzidas , Células HEK293 , Ribonucleoproteínas Nucleares Heterogêneas/metabolismo , Humanos , Proteína de Ligação a Regiões Ricas em Polipirimidinas/metabolismo , RNA Helicases/metabolismo , RNA Mensageiro/metabolismo , Transativadores/metabolismo , Transcriptoma
9.
J Biol Chem ; 295(22): 7763-7773, 2020 05 29.
Artigo em Inglês | MEDLINE | ID: mdl-32312751

RESUMO

One long-standing knowledge gap is the role of nuclear proteins in mRNA translation. Nuclear RNA helicase A (DHX9/RHA) is necessary for the translation of the mRNAs of JUND (JunD proto-oncogene AP-1 transcription factor subunit) and HIV-1 genes, and nuclear cap-binding protein 1 (NCBP1)/CBP80 is a component of HIV-1 polysomes. The protein kinase mTOR activates canonical messenger ribonucleoproteins by post-translationally down-regulating the eIF4E inhibitory protein 4E-BP1. We posited here that NCBP1 and DHX9/RHA (RHA) support a translation pathway of JUND RNA that is independent of mTOR. We present evidence from reciprocal immunoprecipitation experiments indicating that NCBP1 and RHA both are components of messenger ribonucleoproteins in several cell types. Moreover, tandem affinity and RT-quantitative PCR results revealed that JUND mRNA is a component of a previously unknown ribonucleoprotein complex. Results from the tandem IP indicated that another component of the JUND-containing ribonucleoprotein complex is NCBP3, a recently identified ortholog of NCBP2/CBP20. We also found that NCBP1, NCBP3, and RHA, but not NCBP2, are components of JUND-containing polysomes. Mutational analysis uncovered two dsRNA-binding domains of RHA that are necessary to tether JUND-NCBP1/NCBP3 to polysomes. We also found that JUND translation is unaffected by inhibition of mTOR, unless RHA was down-regulated by siRNA. These findings uncover a noncanonical cap-binding complex consisting of NCBP1/NCBP3 and RHA substitutes for the eukaryotic translation initiation factors 4E and 4G and activates mTOR-independent translation of the mRNA encoding the tumor suppressor JUND.


Assuntos
Complexos Multiproteicos/metabolismo , Polirribossomos/metabolismo , Proteínas Proto-Oncogênicas c-jun/metabolismo , RNA Mensageiro/metabolismo , Proteínas de Ligação a RNA/metabolismo , Serina-Treonina Quinases TOR/metabolismo , Proteínas Supressoras de Tumor/metabolismo , Animais , Células COS , Chlorocebus aethiops , Células HEK293 , Humanos , Proto-Oncogene Mas
10.
Wiley Interdiscip Rev RNA ; 10(6): e1548, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31131562

RESUMO

The nonsense-mediated mRNA decay pathway selects and degrades its targets using a dense network of RNA-protein and protein-protein interactions. Together, these interactions allow the pathway to collect copious information about the translating mRNA, including translation termination status, splice junction positions, mRNP composition, and 3'UTR length and structure. The core NMD machinery, centered on the RNA helicase UPF1, integrates this information to determine the efficiency of decay. A picture of NMD is emerging in which many factors contribute to the dynamics of decay complex assembly and disassembly, thereby influencing the probability of decay. The ability of the NMD pathway to recognize mRNP features of diverse potential substrates allows it to simultaneously perform quality control and regulatory functions. In vertebrates, increased transcriptome complexity requires balance between these two functions since high NMD efficiency is desirable for maintenance of quality control fidelity but may impair expression of normal mRNAs. NMD has adapted to this challenge by employing mechanisms to enhance identification of certain potential substrates, while using sequence-specific RNA-binding proteins to shield others from detection. These elaborations on the conserved NMD mechanism permit more sensitive post-transcriptional gene regulation but can have severe deleterious consequences, including the failure to degrade pathogenic aberrant mRNAs in many B cell lymphomas. This article is categorized under: RNA Evolution and Genomics > RNA and Ribonucleoprotein Evolution RNA Interactions with Proteins and Other Molecules > Protein-RNA Interactions: Functional Implications RNA Turnover and Surveillance > Turnover/Surveillance Mechanisms.


Assuntos
Degradação do RNAm Mediada por Códon sem Sentido/genética , RNA Mensageiro/genética , Transcriptoma , Animais , Humanos , RNA Mensageiro/metabolismo
11.
RNA ; 24(7): 982-989, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29724884

RESUMO

Cell-free systems are widely used to study mechanisms and regulation of translation, but the use of in vitro transcribed (IVT) mRNAs as translation substrates limits their efficiency and utility. Here, we present an approach for in vitro translation of messenger ribonucleoprotein (mRNP) complexes affinity purified in association with tagged mRNAs expressed in mammalian cells. We show that in vitro translation of purified mRNPs is much more efficient than that achieved using standard IVT mRNA substrates and is compatible with physiological ionic conditions. The high efficiency of affinity-purified mRNP in vitro translation is attributable to both copurified protein components and proper mRNA processing and modification. Further, we use translation inhibitors to show that translation of purified mRNPs consists of separable phases of run-off elongation by copurified ribosomes and de novo initiation by ribosomes present in the translation extracts. We expect that this in vitro system will enhance mechanistic studies of eukaryotic translation and translation-associated processes by allowing the use of endogenous mRNPs as translation substrates under physiological buffer conditions.


Assuntos
Biossíntese de Proteínas , Ribonucleoproteínas/metabolismo , Sistema Livre de Células , Células HEK293 , Humanos , Magnésio/fisiologia , Iniciação Traducional da Cadeia Peptídica , Potássio/fisiologia , RNA Mensageiro/metabolismo , Ribonucleoproteínas/química , Ribonucleoproteínas/isolamento & purificação , Ribossomos/metabolismo
12.
Mob DNA ; 8: 8, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28491150

RESUMO

BACKGROUND: The ongoing mobilization of mammalian transposable elements (TEs) contributes to natural genetic variation. To survey the epigenetic control and expression of reporter genes inserted by L1 retrotransposition in diverse cellular and genomic contexts, we engineered highly sensitive, real-time L1 retrotransposon reporter constructs. RESULTS: Here we describe different patterns of expression and epigenetic controls of newly inserted sequences retrotransposed by L1 in various somatic cells and tissues including cultured human cancer cells, mouse embryonic stem cells, and tissues of pseudofounder transgenic mice and their progeny. In cancer cell lines, the newly inserted sequences typically underwent rapid transcriptional gene silencing, but they lacked cytosine methylation even after many cell divisions. L1 reporter expression was reversible and oscillated frequently. Silenced or variegated reporter expression was strongly and uniformly reactivated by treatment with inhibitors of histone deacetylation, revealing the mechanism for their silencing. By contrast, de novo integrants retrotransposed by L1 in pluripotent mouse embryonic stem (ES) cells underwent rapid silencing by dense cytosine methylation. Similarly, de novo cytosine methylation also was identified at new integrants when studied in several distinct somatic tissues of adult founder mice. Pre-existing L1 elements in cultured human cancer cells were stably silenced by dense cytosine methylation, whereas their transcription modestly increased when cytosine methylation was experimentally reduced in cells lacking DNA methyltransferases DNMT1 and DNMT3b. As a control, reporter genes mobilized by piggyBac (PB), a DNA transposon, revealed relatively stable and robust expression without apparent silencing in both cultured cancer cells and ES cells. CONCLUSIONS: We hypothesize that the de novo methylation marks at newly inserted sequences retrotransposed by L1 in early pre-implantation development are maintained or re-established in adult somatic tissues. By contrast, histone deacetylation reversibly silences L1 reporter insertions that had mobilized at later timepoints in somatic development and differentiation, e.g., in cancer cell lines. We conclude that the cellular contexts of L1 retrotransposition can determine expression or silencing of newly integrated sequences. We propose a model whereby reporter expression from somatic TE insertions reflects the timing, molecular mechanism, epigenetic controls and the genomic, cellular and developmental contexts of their integration.

13.
J Vis Exp ; (119)2017 01 16.
Artigo em Inglês | MEDLINE | ID: mdl-28117770

RESUMO

Ribonucleoprotein particles direct the biogenesis and post-transcriptional regulation of all mRNAs through distinct combinations of RNA binding proteins. They are composed of position-dependent, cis-acting RNA elements and unique combinations of RNA binding proteins. Defining the composition of a specific RNP is essential to achieving a fundamental understanding of gene regulation. The isolation of a select RNP is akin to finding a needle in a haystack. Here, we demonstrate an approach to isolate RNPs associated at the 5' untranslated region of a select mRNA in asynchronous, transfected cells. This cognate RNP has been demonstrated to be necessary for the translation of select viruses and cellular stress-response genes. The demonstrated RNA-protein co-precipitation protocol is suitable for the downstream analysis of protein components through proteomic analyses, immunoblots, or suitable biochemical identification assays. This experimental protocol demonstrates that DHX9/RNA helicase A is enriched at the 5' terminus of cognate retroviral RNA and provides preliminary information for the identification of its association with cell stress-associated huR and junD cognate mRNAs.


Assuntos
Oligonucleotídeos , Ribonucleoproteínas/isolamento & purificação , Regulação da Expressão Gênica , Humanos , Proteômica , RNA Mensageiro/genética
14.
AIDS Behav ; 20(12): 2798-2811, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-26983950

RESUMO

Men who have sex with men (MSM), particularly racial/ethnic minority MSM, are disproportionately affected by HIV in the United States and Texas. Bareback sex or condomless anal intercourse (CAI) can be a high HIV risk behavior. Despite this, a majority of MSM continues to engage in barebacking. Research suggests racial/ethnic differences in barebacking exist; however, these conclusions remain unclear due to insufficient sample sizes to compare racial/ethnic groups. Our cross-sectional correlational design explores barebacking correlates (substance use during sex, safe sex fatigue, and optimistic HIV treatment beliefs) within and between racial/ethnic groups among 366 MSM. Regression models are significant for Latino and African-American MSM alone and for all MSM combined, though not significant for European-American and Other Race/Ethnicity MSM alone. Our findings suggest motivations and behaviors underlying barebacking among MSM vary by racial/ethnic membership with clinical implications for informing culturally sensitive HIV interventions and prevention programs for target racial/ethnic groups.


Assuntos
Comparação Transcultural , Etnicidade/estatística & dados numéricos , Soronegatividade para HIV , Soropositividade para HIV/etnologia , Homossexualidade Masculina/etnologia , Comportamento Sexual/etnologia , Sexo sem Proteção/etnologia , Adolescente , Adulto , Idoso , Atitude Frente a Saúde , Estudos Transversais , Infecções por HIV/prevenção & controle , Humanos , Masculino , Pessoa de Meia-Idade , Estatística como Assunto , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , Texas , Estados Unidos , Adulto Jovem
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