scholarly journals Transcriptional profile in rat muscle: down-regulation networks in acute strenuous exercise

PeerJ ◽  
2021 ◽  
Vol 9 ◽  
pp. e10500
Author(s):  
Stela Mirla da Silva Felipe ◽  
Raquel Martins de Freitas ◽  
Emanuel Diego dos Santos Penha ◽  
Christina Pacheco ◽  
Danilo Lopes Martins ◽  
...  

Background Physical exercise is a health promotion factor regulating gene expression and causing changes in phenotype, varying according to exercise type and intensity. Acute strenuous exercise in sedentary individuals appears to induce different transcriptional networks in response to stress caused by exercise. The objective of this research was to investigate the transcriptional profile of strenuous experimental exercise. Methodology RNA-Seq was performed with Rattus norvegicus soleus muscle, submitted to strenuous physical exercise on a treadmill with an initial velocity of 0.5 km/h and increments of 0.2 km/h at every 3 min until animal exhaustion. Twenty four hours post-physical exercise, RNA-seq protocols were performed with coverage of 30 million reads per sample, 100 pb read length, paired-end, with a list of counts totaling 12816 genes. Results Eighty differentially expressed genes (61 down-regulated and 19 up-regulated) were obtained. Reactome and KEGG database searches revealed the most significant pathways, for down-regulated gene set, were: PI3K-Akt signaling pathway, RAF-MAP kinase, P2Y receptors and Signaling by Erbb2. Results suggest PI3K-AKT pathway inactivation by Hbegf, Fgf1 and Fgr3 receptor regulation, leading to inhibition of cell proliferation and increased apoptosis. Cell signaling transcription networks were found in transcriptome. Results suggest some metabolic pathways which indicate the conditioning situation of strenuous exercise induced genes encoding apoptotic and autophagy factors, indicating cellular stress. Conclusion Down-regulated networks showed cell transduction and signaling pathways, with possible inhibition of cellular proliferation and cell degeneration. These findings reveal transitory and dynamic process in cell signaling transcription networks in skeletal muscle after acute strenuous exercise.

2020 ◽  
Vol 22 (1) ◽  
pp. 261
Author(s):  
Abdelnaby Khalyfa ◽  
Wesley Warren ◽  
Jorge Andrade ◽  
Christopher A. Bottoms ◽  
Edward S. Rice ◽  
...  

Intermittent hypoxia (IH) is a hallmark of obstructive sleep apnea (OSA) and induces metabolic dysfunction manifesting as inflammation, increased lipolysis and insulin resistance in visceral white adipose tissues (vWAT). However, the cell types and their corresponding transcriptional pathways underlying these functional perturbations are unknown. Here, we applied single nucleus RNA sequencing (snRNA-seq) coupled with aggregate RNA-seq methods to evaluate the cellular heterogeneity in vWAT following IH exposures mimicking OSA. C57BL/6 male mice were exposed to IH and room air (RA) for 6 weeks, and nuclei from vWAT were isolated and processed for snRNA-seq followed by differential expressed gene (DEGs) analyses by cell type, along with gene ontology and canonical pathways enrichment tests of significance. IH induced significant transcriptional changes compared to RA across 14 different cell types identified in vWAT. We identified cell-specific signature markers, transcriptional networks, metabolic signaling pathways, and cellular subpopulation enrichment in vWAT. Globally, we also identify 298 common regulated genes across multiple cellular types that are associated with metabolic pathways. Deconvolution of cell types in vWAT using global RNA-seq revealed that distinct adipocytes appear to be differentially implicated in key aspects of metabolic dysfunction. Thus, the heterogeneity of vWAT and its response to IH at the cellular level provides important insights into the metabolic morbidity of OSA and may possibly translate into therapeutic targets.


eLife ◽  
2018 ◽  
Vol 7 ◽  
Author(s):  
Zachary Daniel Burkett ◽  
Nancy F Day ◽  
Todd Haswell Kimball ◽  
Caitlin M Aamodt ◽  
Jonathan B Heston ◽  
...  

Human speech is one of the few examples of vocal learning among mammals yet ~half of avian species exhibit this ability. Its neurogenetic basis is largely unknown beyond a shared requirement for FoxP2 in both humans and zebra finches. We manipulated FoxP2 isoforms in Area X, a song-specific region of the avian striatopallidum analogous to human anterior striatum, during a critical period for song development. We delineate, for the first time, unique contributions of each isoform to vocal learning. Weighted gene coexpression network analysis of RNA-seq data revealed gene modules correlated to singing, learning, or vocal variability. Coexpression related to singing was found in juvenile and adult Area X whereas coexpression correlated to learning was unique to juveniles. The confluence of learning and singing coexpression in juvenile Area X may underscore molecular processes that drive vocal learning in young zebra finches and, by analogy, humans.


Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 3946-3946
Author(s):  
Liping Li ◽  
Katharina Hayer ◽  
Lingling Xian ◽  
Li Luo ◽  
Leslie Cope ◽  
...  

Introduction: Acute B-cell lymphoblastic leukemia (B-ALL) is the most common form of childhood leukemia and the leading cause of death in children with cancer. While therapy is often curative, about 10-15% of children will relapse with recurrent disease and abysmal outcomes. Actionable mechanisms that mediate relapse remain largely unknown. The gene encoding the High Mobility Group A1(HMGA1) chromatin regulator is overexpressed in diverse malignancies where high levels portend poor outcomes. In murine models, we discovered thatHmga1 overexpression is sufficient for clonal expansion and progression to aggressive acute lymphoid leukemia (Cancer Res 2008,68:10121, 2018,78:1890; Nature Comm 2017,8:15008). Further, HMGA1 is overexpressed in pediatric B-ALL (pB-ALL) blasts with highest levels in children who relapse early compared to those who achieve chronic remissions. Together, these findings suggest that HMGA1 is required for leukemogenesis and may foster relapse in B-ALL. We therefore sought to: 1) test the hypothesis that HMGA1 is a key epigenetic regulator required for leukemogenesis and relapse in pB-ALL, and, 2) elucidate targetable mechanisms mediated by HMGA1 in leukemogenesis. Methods: We silenced HMGA1 via lentiviral delivery of short hairpin RNAs targeting 2 different sequences in cell lines derived from relapsed pB-ALL (REH, 697). REH cells harbor the TEL-AML1 fusion; 697 cells express BCL2, BCL3, and cMYC. Next, we assessed leukemogenic phenotypes in vitro (proliferation, cell cycle progression, apoptosis, and clonogenicity) and leukemogenesis invivo. To dissect molecular mechanisms underlying HMGA1, we performed RNA-Seq and applied in silico pathway analysis. Results: There is abundant HMGA1 mRNA and protein in both pB-ALL cell lines and HMGA1 was effectively silenced by short hairpin RNA. Further, silencing HMGA1 dramatically halts proliferation in both cell lines, leading to a decrease in cells in S phase with a concurrent increase in G0/S1. Apoptosis also increased by 5-10% after HMGA1 silencing based on flow cytometry for Annexin V. In colony forming assays, silencing HMGA1 impaired clonogenicity in both pB-ALL cell lines. To assess HMGA1 function in leukemogenesis in vivo, we implanted control pB-ALL cells (transduced with control lentivirus) or those with HMGA1 silencing via tail vein injection into immunosuppressed mice (NOD/SCID/IL2 receptor γ). All mice receiving control REH cells succumbed to leukemia with a median survival of only 29 days. At the time of death, mice had marked splenomegaly along with leukemic cells circulating in the peripheral blood and infiltrating both the spleen and bone marrow. In contrast, mice injected with REH cells with HMGA1 silencing survived for >40 days (P<0.001) and had a significant decrease in tumor burden in the peripheral blood, spleen, and bone marrow. Similar results were obtained with 697 cells, although this model was more fulminant with control mice surviving for a median of only 17 days. To determine whether the leukemic blasts found in mice injected with ALL cells after HMGA1 silencing represented a clone that expanded because it escaped HMGA1 silencing, we assessed HMGA1 levels and found that cells capable of establishing leukemia had high HMGA1 expression, with levels similar to those observed in control cells without HMGA1 silencing. RNA-Seq analyses from REH and 697 cell lines with and without HMGA1 silencing revealed that HMGA1 up-regulates transcriptional networks involved in RAS/MAPK/ERK signaling while repressing the IDH1 metabolic gene, the latter of which functions in DNA and histone methylation. Studies are currently underway to identify effective agents to target HMGA1 pathways. Conclusions: Silencing HMGA1 dramatically disrupts leukemogenic phenotypes in vitro and prevents the development of leukemia in mice. Mechanistically, RNA-Seq analyses revealed that HMGA amplifies transcriptional networks involved cell cycle progression and epigenetic modifications. Our findings highlight the critical role for HMGA1 as a molecular switch required for leukemic transformation in pB-ALL and a rational therapeutic target that may be particularly relevant for relapsed B-ALL. Disclosures No relevant conflicts of interest to declare.


Author(s):  
Alexa N. Lauer ◽  
Rene Scholtysik ◽  
Andreas Beineke ◽  
Christoph Georg Baums ◽  
Kristin Klose ◽  
...  

Streptococcus suis (S. suis) is an important opportunistic pathogen, which can cause septicemia and meningitis in pigs and humans. Previous in vivo observations in S. suis-infected pigs revealed lesions at the choroid plexus (CP). In vitro experiments with primary porcine CP epithelial cells (PCPEC) and human CP epithelial papilloma (HIBCPP) cells demonstrated that S. suis can invade and traverse the CP epithelium, and that the CP contributes to the inflammatory response via cytokine expression. Here, next generation sequencing (RNA-seq) was used to compare global transcriptome profiles of PCPEC and HIBCPP cells challenged with S. suis serotype (ST) 2 infected in vitro, and of pigs infected in vivo. Identified differentially expressed genes (DEGs) were, amongst others, involved in inflammatory responses and hypoxia. The RNA-seq data were validated via quantitative PCR of selected DEGs. Employing Gene Set Enrichment Analysis (GSEA), 18, 28, and 21 enriched hallmark gene sets (GSs) were identified for infected HIBCPP cells, PCPEC, and in the CP of pigs suffering from S. suis ST2 meningitis, respectively, of which eight GSs overlapped between the three different sample sets. The majority of these GSs are involved in cellular signaling and pathways, immune response, and development, including inflammatory response and hypoxia. In contrast, suppressed GSs observed during in vitro and in vivo S. suis ST2 infections included those, which were involved in cellular proliferation and metabolic processes. This study suggests that similar cellular processes occur in infected human and porcine CP epithelial cells, especially in terms of inflammatory response.


2019 ◽  
Vol 35 (19) ◽  
pp. 3839-3841 ◽  
Author(s):  
Artem Babaian ◽  
I Richard Thompson ◽  
Jake Lever ◽  
Liane Gagnier ◽  
Mohammad M Karimi ◽  
...  

Abstract Summary Transposable elements (TEs) influence the evolution of novel transcriptional networks yet the specific and meaningful interpretation of how TE-derived transcriptional initiation contributes to the transcriptome has been marred by computational and methodological deficiencies. We developed LIONS for the analysis of RNA-seq data to specifically detect and quantify TE-initiated transcripts. Availability and implementation Source code, container, test data and instruction manual are freely available at www.github.com/ababaian/LIONS. Supplementary information Supplementary data are available at Bioinformatics online.


2020 ◽  
Vol 11 (1) ◽  
Author(s):  
Emily Berger ◽  
Deniz Yorukoglu ◽  
Lillian Zhang ◽  
Sarah K. Nyquist ◽  
Alex K. Shalek ◽  
...  

Abstract Haplotype reconstruction of distant genetic variants remains an unsolved problem due to the short-read length of common sequencing data. Here, we introduce HapTree-X, a probabilistic framework that utilizes latent long-range information to reconstruct unspecified haplotypes in diploid and polyploid organisms. It introduces the observation that differential allele-specific expression can link genetic variants from the same physical chromosome, thus even enabling using reads that cover only individual variants. We demonstrate HapTree-X’s feasibility on in-house sequenced Genome in a Bottle RNA-seq and various whole exome, genome, and 10X Genomics datasets. HapTree-X produces more complete phases (up to 25%), even in clinically important genes, and phases more variants than other methods while maintaining similar or higher accuracy and being up to 10×  faster than other tools. The advantage of HapTree-X’s ability to use multiple lines of evidence, as well as to phase polyploid genomes in a single integrative framework, substantially grows as the amount of diverse data increases.


2020 ◽  
Vol 10 (21) ◽  
pp. 7630
Author(s):  
Manuel-Vicente Garnacho-Castaño ◽  
Marcos Faundez-Zanuy ◽  
Josep Lopez-Xarbau

Practical determination of physical recovery after intense exercise is a challenging topic that must include mechanical aspects as well as cognitive ones because most of physical sport activities, as well as professional activities (including brain–computer interface-operated systems), require good shape in both of them. This paper presents a new online handwritten database of 20 healthy subjects. The main goal was to study the influence of several physical exercise stimuli in different handwritten tasks and to evaluate the recovery after strenuous exercise. To this aim, they performed different handwritten tasks before and after physical exercise as well as other measurements such as metabolic and mechanical fatigue assessment. Experimental results showed that although a fast mechanical recovery happens and can be measured by lactate concentrations and mechanical fatigue, this is not the case when cognitive effort is required. Handwriting analysis revealed that statistical differences exist on handwriting performance even after lactate concentration and mechanical assessment recovery. This points out a necessity of more recovering time in sport and professional activities than those measured in classic ways.


1979 ◽  
Vol 236 (4) ◽  
pp. H577-H579 ◽  
Author(s):  
A. Vogt ◽  
V. Hofmann ◽  
P. W. Straub

Strenuous physical exercise leads to a significant shortening of blood clotting in various test systems. Such short times are also characteristic of those observed in sedentary patients with thrombosis or disseminated intravascular coagulation, and of those observed in experimental animals after thrombin infusion. The patients exhibit an increase in circulating fibrinopeptide A, which is attributed to thrombin action on circulating fibrinogen, and to an increase of fibrinogen degradation products, which is thought to indicate reactive fibrinolysis. To check whether physical exercise leads to fibrinemia, 10 healthy male volunteers were subjected to strenuous exercise on a bicycle ergometer. Blood samples were taken immediately before and on completion of the exercise period. Despite a significant shortening of the activated partial thromboplastin time, the thrombin time, and the Reptilase time, no increase of fibrinopeptide A could be demonstrated and the ethanol gelation test remained consistently negative. Simultaneously, the euglobulin lysis time was significantly shortened, whereas the fibrin(ogen) degradation products did not increase. The results indicate that the shortening of the coagulation times associated with physical exercise must be explained by mechanisms other than thrombin-mediated conversion of fibrinogen to fibrin.


2012 ◽  
Vol 30 (15_suppl) ◽  
pp. 10508-10508
Author(s):  
Vinay Varadan ◽  
Sitharthan Kamalakaran ◽  
Angel Janevski ◽  
Nila Banerjee ◽  
Kimberly Lezon-Geyda ◽  
...  

10508 Background: Identification of differentially expressed transcripts after brief exposure to preoperative therapy can help determine likely response markers. We quantify and compare differential gene and isoform expression using RNA-seq on patient samples with 10 day exposure to one dose of trastuzumab, bevacizumab or nab-paclitaxel. Methods: We sequenced transcriptomes of 23 pairs of core biopsy RNA from breast cancers pre/post 10 day exposure to therapy. Paired-end sequencing was done on the Illumina GAII platform using amplified total RNA with 74bp read length, yielding data on transcript abundance for a total of 22,160 genes and 34,449 transcripts. Differential expression of transcripts between pre/post samples was estimated assuming Poisson-distributed read-counts, followed by multiple testing correction and enrichment analysis of 185 KEGG pathways. Results: PAM50-based clustering showed individual samples cluster together, demonstrating that tumor subtypes do not change over the 10-day treatment (SABCS 2011). We identified genes that were significantly differentially expressed (p<0.05; FDR<0.1) in at least 60% of samples within each therapy arm: 780 genes in trastuzumab, 302 in bevacizumab, and 176 in nab-paclitaxel. Surprisingly, only THAP11 and TINF2 were common amongst them. THAP11 is involved in stem cell maintenance and TINF2 is important for regulation of telomere length. Immune system and metabolism-related pathways were commonly affected (p<0.05) across all arms. The bevacizumab arm showed significant down-regulation of angiogenesis-associated genes: ESM1 and VEGFR2 in > 80% of samples. The nab-paclitaxel arm exhibited changes in TGF-beta signaling, Nod-like receptor and Wnt signaling. The trastuzumab arm exhibited consistent alteration of ErbB2 and mTOR pathways, with SOX11 and TOP2B downregulated in every sample. Conclusions: This is the first study to compare gene expression with brief exposure across therapies using RNA-seq technology. The unique aspects of transcriptional response to each treatment underscore the need for specific markers of therapeutic response to nab-paclitaxel, bevacizumab and trastuzumab.


mBio ◽  
2017 ◽  
Vol 8 (5) ◽  
Author(s):  
Kyung Moon ◽  
Richard P. Bonocora ◽  
David D. Kim ◽  
Qing Chen ◽  
Joseph T. Wade ◽  
...  

ABSTRACTNearly all virulence factors inBordetella pertussisare activated by a master two-component system, BvgAS, composed of the sensor kinase BvgS and the response regulator BvgA. When BvgS is active, BvgA is phosphorylated (BvgA~P), and virulence-activated genes (vags) are expressed [Bvg(+) mode]. When BvgS is inactive and BvgA is not phosphorylated, virulence-repressed genes (vrgs) are induced [Bvg(−) mode]. Here, we have used transcriptome sequencing (RNA-seq) and reverse transcription-quantitative PCR (RT-qPCR) to define the BvgAS-dependent regulon ofB. pertussisTohama I. Our analyses reveal more than 550 BvgA-regulated genes, of which 353 are newly identified. BvgA-activated genes include those encoding two-component systems (such askdpED), multiple other transcriptional regulators, and the extracytoplasmic function (ECF) sigma factorbrpL, which is needed for type 3 secretion system (T3SS) expression, further establishing the importance of BvgA~P as an apex regulator of transcriptional networks promoting virulence. Usingin vitrotranscription, we demonstrate that the promoter forbrpLis directly activated by BvgA~P. BvgA-FeBABE cleavage reactions identify BvgA~P binding sites centered at positions −41.5 and −63.5 inbprL. Most importantly, we show for the first time that genes for multiple and varied metabolic pathways are significantly upregulated in theB. pertussisBvg(−) mode. These include genes for fatty acid and lipid metabolism, sugar and amino acid transporters, pyruvate dehydrogenase, phenylacetic acid degradation, and the glycolate/glyoxylate utilization pathway. Our results suggest that metabolic changes in the Bvg(−) mode may be participating in bacterial survival, transmission, and/or persistence and identify over 200 newvrgs that can be tested for function.IMPORTANCEWithin the past 20 years, outbreaks of whooping cough, caused byBordetella pertussis, have led to respiratory disease and infant mortalities, despite good vaccination coverage. This is due, at least in part, to the introduction of a less effective acellular vaccine in the 1990s. It is crucial, then, to understand the molecular basis ofB. pertussisgrowth and infection. The two-component system BvgA (response regulator)/BvgS (histidine kinase) is the master regulator ofB. pertussisvirulence genes. We report here the first RNA-seq analysis of the BvgAS regulon inB. pertussis, revealing that more than 550 genes are regulated by BvgAS. We show that genes for multiple and varied metabolic pathways are highly regulated in the Bvg(−) mode (absence of BvgA phosphorylation). Our results suggest that metabolic changes in the Bvg(−) mode may be participating in bacterial survival, transmission, and/or persistence.


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