Transcribed ultraconserved regions (T-UCRs) are a novel class of long noncoding RNAs transcribed from UCRs, which exhibit 100% DNA sequence conservation among humans, mice, and rats. However, whether T-UCRs regulate cardiac hypertrophy remains unclear. We aimed to explore the effects of T-UCRs on cardiac hypertrophy. First, we performed long noncoding RNA microarray analysis on hearts of mice subjected to sham surgery or aortic banding and found that the T-UCR uc.323 was decreased significantly in mice with aortic banding–induced cardiac hypertrophy. In vitro loss- and gain-of-function experiments demonstrated that uc.323 protected cardiomyocytes against hypertrophy induced by phenylephrine. Additionally, we discovered that mammalian target of rapamycin 1 contributed to phenylephrine-induced uc.323 downregulation and uc.323-mediated cardiomyocyte hypertrophy. We further mapped the possible target genes of uc.323 through global microarray mRNA expression analysis after uc.323 knockdown and found that uc.323 regulated the expression of cardiac hypertrophy–related genes such as CPT1b (Carnitine Palmitoyl transferase 1b). Then, chromatin immunoprecipitation proved that EZH2 (enhancer of zeste homolog 2) bound to the promoter of CPT1b via H3K27me3 (trimethylation of lysine 27 of histone H3) to induce CPT1b downregulation. And overexpression of CPT1b could block uc.323-mediated cardiomyocyte hypertrophy. Finally, we found that uc.323 deficiency induced cardiac hypertrophy. Our results reveal that uc.323 is a conserved T-UCR that inhibits cardiac hypertrophy, potentially by regulating the transcription of CPT1b via interaction with EZH2.
Rationale: An imbalance between protein synthesis and degradation is one of the mechanisms of cardiac hypertrophy. Increased transcription in cardiomyocytes can lead to excessive protein synthesis and cardiac hypertrophy. Maf1 is an RNA polymerase III (RNA pol III) inhibitor that plays a pivotal role in regulating transcription. However, whether Maf1 regulates of cardiac hypertrophy remains unclear.Methods: Cardiac hypertrophy was induced in vivo by thoracic aortic banding (AB) surgery. Both the in vivo and in vitro gain- and loss-of-function experiments by Maf1 knockout (KO) mice and adenoviral transfection were used to verify the role of Maf1 in cardiac hypertrophy. RNA pol III and ERK1/2 inhibitor were utilized to identify the effects of RNA pol III and ERK1/2. The possible interaction between Maf1 and ERK1/2 was clarified by immunoprecipitation (IP) analysis.Results: Four weeks after surgery, Maf1 KO mice exhibited significantly exacerbated AB-induced cardiac hypertrophy characterized by increased heart size, cardiomyocyte surface area, and atrial natriuretic peptide (ANP) expression and by exacerbated pulmonary edema. Also, the deficiency of Maf1 causes more severe cardiac dilation and dysfunction than wild type (WT) mice after pressure overload. In contrast, compared with adenoviral-GFP injected mice, mice injected with adenoviral-Maf1 showed significantly ameliorated AB-induced cardiac hypertrophy. In vitro study has demonstrated that Maf1 could significantly block phenylephrine (PE)-induced cardiomyocyte hypertrophy by inhibiting RNA pol III transcription. However, application of an RNA pol III inhibitor markedly improved Maf1 knockdown-promoted cardiac hypertrophy. Moreover, ERK1/2 was identified as a regulator of RNA pol III, and ERK1/2 inhibition by U0126 significantly repressed Maf1 knockdown-promoted cardiac hypertrophy accompanied by suppressed RNA pol III transcription. Additionally, IP analysis demonstrated that Maf1 could directly bind ERK1/2, suggesting Maf1 could interact with ERK1/2 and then inhibit RNA pol III transcription so as to attenuate the development of cardiac hypertrophy.Conclusions: Maf1 ameliorates PE- and AB-induced cardiac hypertrophy by inhibiting RNA pol III transcription via ERK1/2 signaling suppression.
Rationale: Proper development of the heart relies on a tightly regulated, yet diverse, pattern of gene expression that is governed by transcriptional, post-transcriptional, and translational processes. Congenital heart disease (CHD) is the most common birth defect and a leading cause of morbidity and mortality in children. While the genetic cause of some types of CHD has been identified, the molecular basis for the rest remains elusive. Poly(rC)-binding protein 1 (Pcbp1) is a RNA-binding protein that regulates RNA processing as well as post-transcriptional and translational processes in a variety of biological systems. Hypothesis: Pcbp1 play a critical role in regulating heart development by governing Notch and UPR pathways and mediating proper Aars2 gene splicing. Methods and Results: Germline deletion of Pcbp1 results in lethality before embryonic day (E) 8.5. We generated a cardiac-specific deletion of Pcbp1 by crossing Pcbp1-Flox with cTNT-Cre mice (Pcbp1-cKO cTNT ) and found that Pcbp1-cKO cTNT mice is 50% lethal perinatally. Embryonic hearts of Pcbp1-cKO cTNT mice displayed ventricular non-compaction and abnormal ventricular apex formation. Deep RNA sequencing of Pcbp1-cKO cTNT hearts revealed alteration of gene expression profiles reflective on ventricular maturation delay and dysregulation of Notch and UPR pathways. Interestingly, loss of Pcbp1 in cardiomyocytes disrupts alternative splicing of many important genes including Aars2, a gene associated with congenital mitochondrial cardiomyopathy. Pcbp1 deficiency resulted in creation of an Aars2 exon16-skipping variant, leading to its premature termination. eCLIP-seq showed that Pcbp1 primarily binds to CU-rich motifs at 3’UTR, distal intron and CDS regions of targets, and it interacts with regions of Aars2 transcript near exon 16. Using CRISPR/Cas9 technology, we knocked in loxP sites flanking the exon 16 of Aars2 (Aars2-Flox), and cross the floxed mice with cTNT-Cre mice to generate cardiac-specific exon16 deletion mutant of Aars2 (Aars2-cKO cTNT ). Intriguingly, abnormality in Aars2-cKO cTNT embryonic heart phenocopy aspects of ventricular non-compaction and malformation observed in Pcbp1-cKO cTNT heart. Accordingly, the transcriptome from hearts of Pcbp1-cKO cTNT and Aars2-cKO cTNT display high concordance and similarity and share strikingly common dysregulated pathways. Conclusions: We discover a novel function of Pcbp1 in heart development by regulating Notch and UPR pathways. Additionally, Pcbp1 is indispensable for Aars2 gene splicing, whose deficiency is associated with congenital cardiomyopathy. Our findings suggest modulating Pcbp1 in developing hearts may offer a novel therapeutic intervention for congenital heart failure.
Alanyl-transfer RNA synthetase 2 (AARS2) is a nuclear encoded mitochondrial tRNA synthetase that is responsible for charging of tRNA-Ala with alanine during mitochondrial translation. Homozygous or compound heterozygous mutations in the Aars2 gene, including those affecting its splicing, are linked to infantile cardiomyopathy in humans. However, how Aars2 regulates heart development, and the underlying molecular mechanism of heart disease remains unknown. Here, we found that poly(rC) binding protein 1 (PCBP1) interacts with the Aars2 transcript to mediate its alternative splicing and is critical for the expression and function of Aars2. Cardiomyocyte-specific deletion of Pcbp1 in mice resulted in defects in heart development that are reminiscent of human congenital cardiac defects, including noncompaction cardiomyopathy and a disruption of the cardiomyocyte maturation trajectory. Loss of Pcbp1 led to an aberrant alternative splicing and a premature termination of Aars2 in cardiomyocytes. Additionally, Aars2 mutant mice with exon-16 skipping recapitulated heart developmental defects observed in Pcbp1 mutant mice. Mechanistically, we found dysregulated gene and protein expression of the oxidative phosphorylation pathway in both Pcbp1 and Aars2 mutant hearts; these date provide further evidence that the infantile hypertrophic cardiomyopathy associated with the disorder oxidative phosphorylation defect type 8 (COXPD8) is mediated by Aars2. Our study therefore identifies Pcbp1 and Aars2 as critical regulators of heart development and provides important molecular insights into the role of disruptions in metabolism on congenital heart defects.
This study presents the most significant financial factors in reverse factoring decision based on accounts receivable. We compare 4 machine learning models (GBDT, SVM, random forest, and KNN) and find that GBDT outperforms the others. The results show that the primary factors in the financial structure of companies on successful reverse factoring are book leverage, company size, and non-debt tax shield, respectively. We also conduct interpretable machine learning methods to analyze these indicators further. This study may shed light on focal firms’ reverse factoring decisions in practice.
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