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Identification of Nine mRNA Signatures for Sepsis Using Random Forest. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:5650024. [PMID: 35345523 PMCID: PMC8957445 DOI: 10.1155/2022/5650024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 02/28/2022] [Indexed: 11/17/2022]
Abstract
Sepsis has high fatality rates. Early diagnosis could increase its curating rates. There were no reliable molecular biomarkers to distinguish between infected and uninfected patients currently, which limit the treatment of sepsis. To this end, we analyzed gene expression datasets from the GEO database to identify its mRNA signature. First, two gene expression datasets (GSE154918 and GSE131761) were downloaded to identify the differentially expressed genes (DEGs) using Limma package. Totally 384 common DEGs were found in three contrast groups. We found that as the condition worsens, more genes were under disorder condition. Then, random forest model was performed with expression matrix of all genes as feature and disease state as label. After which 279 genes were left. We further analyzed the functions of 279 important DEGs, and their potential biological roles mainly focused on neutrophil threshing, neutrophil activation involved in immune response, neutrophil-mediated immunity, RAGE receptor binding, long-chain fatty acid binding, specific granule, tertiary granule, and secretory granule lumen. Finally, the top nine mRNAs (MCEMP1, PSTPIP2, CD177, GCA, NDUFAF1, CLIC1, UFD1, SEPT9, and UBE2A) associated with sepsis were considered as signatures for distinguishing between sepsis and healthy controls. Based on 5-fold cross-validation and leave-one-out cross-validation, the nine mRNA signature showed very high AUC.
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Abstract
Skeletal muscle atrophy is a common side effect of most human diseases. Muscle loss is not only detrimental for the quality of life but it also dramatically impairs physiological processes of the organism and decreases the efficiency of medical treatments. While hypothesized for years, the existence of an atrophying programme common to all pathologies is still incompletely solved despite the discovery of several actors and key regulators of muscle atrophy. More than a decade ago, the discovery of a set of genes, whose expression at the mRNA levels were similarly altered in different catabolic situations, opened the way of a new concept: the presence of atrogenes, i.e. atrophy-related genes. Importantly, the atrogenes are referred as such on the basis of their mRNA content in atrophying muscles, the regulation at the protein level being sometimes more complicate to elucidate. It should be noticed that the atrogenes are markers of atrophy and that their implication as active inducers of atrophy is still an open question for most of them. While the atrogene family has grown over the years, it has mostly been incremented based on data coming from rodent models. Whether the rodent atrogenes are valid for humans still remain to be established. An "atrogene" was originally defined as a gene systematically up- or down-regulated in several catabolic situations. Even if recent works often restrict this notion to the up-regulation of a limited number of proteolytic enzymes, it is important to keep in mind the big picture view. In this review, we provide an update of the validated and potential rodent atrogenes and the metabolic pathways they belong, and based on recent work, their relevance in human physio-pathological situations. We also propose a more precise definition of the atrogenes that integrates rapid recovery when catabolic stimuli are stopped or replaced by anabolic ones.
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Affiliation(s)
- Daniel Taillandier
- Université Clermont Auvergne, INRA, UNH, Unité de Nutrition Humaine, CRNH Auvergne, F-63000, Clermont-Ferrand, France.
| | - Cécile Polge
- Université Clermont Auvergne, INRA, UNH, Unité de Nutrition Humaine, CRNH Auvergne, F-63000, Clermont-Ferrand, France
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Polge C, Leulmi R, Jarzaguet M, Claustre A, Combaret L, Béchet D, Heng AE, Attaix D, Taillandier D. UBE2B is implicated in myofibrillar protein loss in catabolic C2C12 myotubes. J Cachexia Sarcopenia Muscle 2016; 7:377-87. [PMID: 27239408 PMCID: PMC4864198 DOI: 10.1002/jcsm.12060] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 06/18/2015] [Accepted: 07/07/2015] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Skeletal muscle protein loss is an adaptive response to various patho-physiological situations, and the ubiquitin proteasome system (UPS) is responsible for the degradation of the bulk of muscle proteins. The role of E2 ubiquitin-conjugating enzymes is still poorly understood in skeletal muscle. METHODS We screened for E2s expression levels in C2C12 myotubes submitted to the catabolic glucocorticoid dexamethasone (Dex). RESULTS One micromolar Dex induced an accumulation of proteasome substrates (polyUb conjugates) and an overexpression of the muscle-specific E3 ligase MuRF1 and of six E2 enzymes, UBE2A, UBE2B, UBE2D1, UBE2D2, UBE2G1, and UBE2J1. However, only MuRF1 and UBE2B were sensitive to mild catabolic conditions (0.16 μM Dex). UBE2B knockdown induced a sharp decrease of total (-18%) and K48 (-28%) Ub conjugates, that is, proteasome substrates, indicating an important role of UBE2B in the overall protein breakdown in catabolic myotubes. CONCLUSIONS Interestingly, these results indicate an important role of UBE2B on muscle protein homeostasis during catabolic conditions.
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Affiliation(s)
- Cécile Polge
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France
| | - Roza Leulmi
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France
| | - Marianne Jarzaguet
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France
| | - Agnes Claustre
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France
| | - Lydie Combaret
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France
| | - Daniel Béchet
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France
| | - Anne-Elisabeth Heng
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France; Service de Néphrologie Réanimation Médicale, Pôle Respiratoire, Endocrinologie-Diabétologie, Urologie, Néphrologie-Dialyse, Nutrition Clinique, Infectiologie, Réanimation Médicale, Hygiène Hospitalière (REUNNIRH) Clermont-Ferrand France
| | - Didier Attaix
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France
| | - Daniel Taillandier
- INRA, UMR 1019, UNH, CRNH Auvergne Saint Genès Champanelle F-63122 France; Clermont Université, Université d'Auvergne, Unité de Nutrition Humaine BP 10448 Clermont-Ferrand F-63000 France
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Polge C, Attaix D, Taillandier D. Role of E2-Ub-conjugating enzymes during skeletal muscle atrophy. Front Physiol 2015; 6:59. [PMID: 25805999 PMCID: PMC4354305 DOI: 10.3389/fphys.2015.00059] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Accepted: 02/14/2015] [Indexed: 01/05/2023] Open
Abstract
The Ubiquitin Proteasome System (UPS) is a major actor of muscle wasting during various physio-pathological situations. In the past 15 years, increasing amounts of data have depicted a picture, although incomplete, of the mechanisms implicated in myofibrillar protein degradation, from the discovery of muscle-specific E3 ligases to the identification of the signaling pathways involved. The targeting specificity of the UPS relies on the capacity of the system to first recognize and then label the proteins to be degraded with a poly-ubiquitin (Ub) chain. It is fairly assumed that the recognition of the substrate is accomplished by the numerous E3 ligases present in mammalian cells. However, most E3s do not possess any catalytic activity and E2 enzymes may be more than simple Ub-providers for E3s since they are probably important actors in the ubiquitination machinery. Surprisingly, most authors have tried to characterize E3 substrates, but the exact role of E2s in muscle protein degradation is largely unknown. A very limited number of the 35 E2s described in humans have been studied in muscle protein breakdown experiments and the vast majority of studies were only descriptive. We review here the role of E2 enzymes in skeletal muscle and the difficulties linked to their study and provide future directions for the identification of muscle E2s responsible for the ubiquitination of contractile proteins.
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Affiliation(s)
- Cecile Polge
- UMR 1019 Nutrition Humaine, Institut National de la Recherche Agronomique Saint Genès Champanelle, France
| | - Didier Attaix
- UMR 1019 Nutrition Humaine, Institut National de la Recherche Agronomique Saint Genès Champanelle, France
| | - Daniel Taillandier
- UMR 1019 Nutrition Humaine, Institut National de la Recherche Agronomique Saint Genès Champanelle, France
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Wing SS. Deubiquitinases in skeletal muscle atrophy. Int J Biochem Cell Biol 2013; 45:2130-5. [PMID: 23680672 DOI: 10.1016/j.biocel.2013.05.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2013] [Accepted: 05/03/2013] [Indexed: 11/29/2022]
Abstract
The ubiquitin proteasome system plays a critical role in skeletal muscle atrophy. A large body of research has revealed that many ubiquitin ligases are induced and play an important role in mediating the wasting. However, relatively little is known about the roles of deubiquitinases in this process. Although it might be expected that deubiquitinases would be downregulated in atrophying muscles to promote ubiquitination and degradation of muscle proteins, this has not to date been demonstrated. Instead several deubiquitinases are induced in atrophying muscle, in particular USP19 and USP14. USP19, USP2 and A20 are also implicated in myogenesis. USP19 has been most studied to date. Its expression is increased in both systemic and disuse forms of atrophy and can be regulated through a p38 MAP kinase signaling pathway. In cultured muscle cells, it decreases the expression of myofibrillar proteins by apparently suppressing their transcription indicating that the ubiquitin proteasome system may be activated in skeletal muscle to not only increase protein degradation, but also to suppress protein synthesis. Deubiquitinases may be upregulated in atrophy in order to maintain the pool of free ubiquitin required for the increased overall conjugation and degradation of muscle proteins as well as to regulate the stability and function of proteins that are essential in mediating the wasting. Although deubiquitinases are not well studied, these early insights indicate that some of these enzymes play important roles and may be therapeutic targets for the prevention and treatment of muscle atrophy. This article is part of a Directed Issue entitled: Molecular basis of muscle wasting.
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Affiliation(s)
- Simon S Wing
- Polypeptide Laboratory, Department of Medicine, McGill University and McGill University Health Centre, Canada.
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Di Luca A, Elia G, Mullen AM, Hamill RM. Monitoring post mortem changes in porcine muscle through 2-D DIGE proteome analysis of Longissimus muscle exudate. Proteome Sci 2013; 11:9. [PMID: 23514628 PMCID: PMC3639075 DOI: 10.1186/1477-5956-11-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Accepted: 03/13/2013] [Indexed: 02/04/2023] Open
Abstract
Background Meat quality is a complex trait influenced by a range of factors with post mortem biochemical processes highly influential in defining ultimate quality. High resolution two-dimensional DIfference Gel Electrophoresis (2-D DIGE) and Western blot were applied to study the influence of post mortem meat ageing on the proteome of pork muscle. Exudate collected from the muscle following centrifugation was analysed at three timepoints representing a seven day meat ageing period. Results The intensity of 136 spots varied significantly (p < 0.05) across this post mortem period and 40 spots were identified using mass spectrometry. The main functional categories represented were metabolic proteins, stress-related proteins, transport and structural proteins. Metabolic and structural proteins were generally observed to increase in abundance post mortem and many likely represent the accumulation of the degradation products of proteolytic enzyme activity. In contrast, stress-related proteins broadly decreased in abundance across the ageing period. Stress response proteins have protective roles in maintaining cellular integrity and a decline in their abundance over time may correlate with a reduction in cellular integrity and the onset of meat ageing. Since cellular conditions alter with muscle ageing, changes in solubility may also contribute to observed abundance profiles. Conclusions Muscle exudate provided valuable information about the pathways and processes underlying the post mortem ageing period, highlighting the importance of post mortem modification of proteins and their interaction for the development of meat quality traits.
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Polge C, Heng AE, Jarzaguet M, Ventadour S, Claustre A, Combaret L, Béchet D, Matondo M, Uttenweiler-Joseph S, Monsarrat B, Attaix D, Taillandier D. Muscle actin is polyubiquitinylated in vitro and in vivo and targeted for breakdown by the E3 ligase MuRF1. FASEB J 2011; 25:3790-802. [PMID: 21764995 DOI: 10.1096/fj.11-180968] [Citation(s) in RCA: 107] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Muscle atrophy prevails in numerous diseases (cancer cachexia, renal failure, infections, etc.), mainly results from elevated proteolysis, and is accelerated by bed rest. This largely contributes to increased health costs. Devising new strategies to prevent muscle wasting is a major clinical challenge. The ubiquitin proteasome system (UPS) degrades myofibrillar proteins, but the precise mechanisms responsible for actin breakdown are surprisingly poorly characterized. We report that chimeric flag-actin was destabilized and polyubiquitinylated in stably transfected C2C12 myotubes treated with the catabolic agent dexamethasone (1 μM) and that only proteasome inhibitors blocked its breakdown. Actin polyubiquitinylation was also detected in wild-type C2C12 myotubes and human muscle biopsies from control participants and patients with cancer. The muscle-specific E3 ubiquitin ligase MuRF1 is up-regulated in catabolic conditions and polyubiquitinylates components of the thick filament. We also demonstrate that recombinant GST-MuRF1 physically interacted and polyubiquitinylated actin in vitro and that MuRF1 is a critical component for actin breakdown, since MuRF1 siRNA stabilized flag-actin. These data identify unambiguously the abundant contractile protein actin as a target of the UPS in skeletal muscle both in vitro and in vivo, further supporting the need for new strategies blocking specifically the activation of this pathway in muscle wasting conditions.
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Affiliation(s)
- Cécile Polge
- Institut National de Recherche Agronomique, Unité Mixte de Recherche 1019, Unité de Nutrition Humaine, Centre de Recherche en Nutrition Humaine Auvergne, Clermont-Ferrand, France
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Regulation of posttranscriptional modification as a possible therapeutic approach for retinal neuroprotection. J Ophthalmol 2010; 2011:506137. [PMID: 21076532 PMCID: PMC2975078 DOI: 10.1155/2011/506137] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2010] [Revised: 08/24/2010] [Accepted: 09/16/2010] [Indexed: 12/30/2022] Open
Abstract
Understanding pathogenesis at the molecular level is the first step toward developing new therapeutic approaches. Here, we review the molecular mechanisms of visual dysfunction in two common diseases, innate chorioretinal inflammation and diabetic retinopathy, and the role of the ubiquitin-proteasome system (UPS) in both processes. In innate chorioretinal inflammation, interleukin-6 family ligands induce STAT3 activation in photoreceptors, which causes UPS-mediated excessive degradation of the visual substance, rhodopsin. In diabetic retinopathy, angiotensin II type 1 receptor (AT1R) signaling activates ERK in the inner layers of the retina, causing UPS-mediated excessive degradation of the synaptic vesicle protein, synaptophysin. This latter effect may decrease synaptic activity, in turn adversely affecting neuronal survival. Both mechanisms involve increased UPS activity and the subsequent excessive degradation of a protein required for visual function. Finally, we review the therapeutic potential of regulating the UPS to protect tissue function, citing examples from clinical applications in other medical fields.
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Ozawa Y, Nakao K, Kurihara T, Shimazaki T, Shimmura S, Ishida S, Yoshimura A, Tsubota K, Okano H. Roles of STAT3/SOCS3 pathway in regulating the visual function and ubiquitin-proteasome-dependent degradation of rhodopsin during retinal inflammation. J Biol Chem 2008; 283:24561-70. [PMID: 18614536 PMCID: PMC2528996 DOI: 10.1074/jbc.m802238200] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Inflammatory cytokines cause tissue dysfunction. We previously reported
that retinal inflammation down-regulates rhodopsin expression and impairs
visual function by an unknown mechanism. Here, we demonstrate that rhodopsin
levels were preserved by suppressor of cytokine signaling 3 (SOCS3), a
negative feedback regulator of STAT3 activation. SOCS3 was expressed mainly in
photoreceptor cells in the retina. In the SOCS3-deficient retinas,
rhodopsin protein levels dropped sooner, and the reduction was more profound
than in the wild type. Visual dysfunction, measured by electroretinogram, was
prolonged in retina-specific SOCS3 conditional knock-out mice. Visual
dysfunction and decreased rhodopsin levels both correlated with increased
STAT3 activation enhanced by SOCS3 deficiency. Interleukin 6, one of
the inflammatory cytokines found during retinal inflammation, activated STAT3
and decreased rhodopsin protein in adult retinal explants. This was enhanced
by inhibiting SOCS3 function in vitro, indicating that rhodopsin
reduction was not a secondary effect in the mutant mice. Interestingly, in the
inflamed SOCS3-deficient adult retina, rhodopsin decreased
post-transcriptionally at least partly through ubiquitin-proteasome-dependent
degradation accelerated by STAT3 activation and not transcriptionally as in
the developing retina, on which we reported previously. A STAT3-dependent E3
ubiquitin ligase, Ubr1, was responsible for rhodopsin degradation and was
up-regulated in the inflamed SOCS3-deficient retinas. These results
indicate that in wild-type animals, a decrease in rhodopsin during
inflammation is minimized by endogenous SOCS3. However, when STAT3 activation
exceeds some threshold beyond the compensatory activity of endogenous SOCS3,
rhodopsin levels decrease. These findings suggest SOCS3 as a potential
therapeutic target molecule for protecting photoreceptor cell function during
inflammation.
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Affiliation(s)
- Yoko Ozawa
- Department of Ophthalmology, Keio University School of Medicine, Tokyo 160-8582, Japan
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10
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Nury D, Doucet C, Coux O. Roles and potential therapeutic targets of the ubiquitin proteasome system in muscle wasting. BMC BIOCHEMISTRY 2007; 8 Suppl 1:S7. [PMID: 18047744 PMCID: PMC2106371 DOI: 10.1186/1471-2091-8-s1-s7] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Muscle wasting, characterized by the loss of protein mass in myofibers, is in most cases largely due to the activation of intracellular protein degradation by the ubiquitin proteasome system (UPS). During the last decade, mechanisms contributing to this activation have been unraveled and key mediators of this process identified. Even though much remains to be understood, the available information already suggests screens for new compounds inhibiting these mechanisms and highlights the potential for pharmaceutical drugs able to treat muscle wasting when it becomes deleterious. This review presents an overview of the main pathways contributing to UPS activation in muscle and describes the present state of efforts made to develop new strategies aimed at blocking or slowing muscle wasting. Publication history: Republished from Current BioData's Targeted Proteins database (TPdb; ).
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Affiliation(s)
- David Nury
- CRBM-CNRS UMR5237, IFR22, 1919 route de Mende, 34000 Montpellier, France.
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Khal J, Wyke SM, Russell ST, Hine AV, Tisdale MJ. Expression of the ubiquitin-proteasome pathway and muscle loss in experimental cancer cachexia. Br J Cancer 2005; 93:774-80. [PMID: 16160695 PMCID: PMC2361629 DOI: 10.1038/sj.bjc.6602780] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Muscle protein degradation is thought to play a major role in muscle atrophy in cancer cachexia. To investigate the importance of the ubiquitin-proteasome pathway, which has been suggested to be the main degradative pathway mediating progressive protein loss in cachexia, the expression of mRNA for proteasome subunits C2 and C5 as well as the ubiquitin-conjugating enzyme, E214k, has been determined in gastrocnemius and pectoral muscles of mice bearing the MAC16 adenocarcinoma, using competitive quantitative reverse transcriptase polymerase chain reaction. Protein levels of proteasome subunits and E214k were determined by immunoblotting, to ensure changes in mRNA were reflected in changes in protein expression. Muscle weights correlated linearly with weight loss during the course of the study. There was a good correlation between expression of C2 and E214k mRNA and protein levels in gastrocnemius muscle with increases of 6–8-fold for C2 and two-fold for E214k between 12 and 20% weight loss, followed by a decrease in expression at weight losses of 25–27%, although loss of muscle protein continued. In contrast, expression of C5 mRNA only increased two-fold and was elevated similarly at all weight losses between 7.5 and 27%. Both proteasome functional activity, and proteasome-specific tyrosine release as a measure of total protein degradation was also maximal at 18–20% weight loss and decreased at higher weight loss. Proteasome expression in pectoral muscle followed a different pattern with increases in C2 and C5 and E214k mRNA only being seen at weight losses above 17%, although muscle loss increased progressively with increasing weight loss. These results suggest that activation of the ubiquitin-proteasome pathway plays a major role in protein loss in gastrocnemius muscle, up to 20% weight loss, but that other factors such as depression in protein synthesis may play a more important role at higher weight loss.
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Affiliation(s)
- J Khal
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK
| | - S M Wyke
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK
| | - S T Russell
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK
| | - A V Hine
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK
| | - M J Tisdale
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK. E-mail:
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Yimlamai T, Dodd SL, Borst SE, Park S. Clenbuterol induces muscle-specific attenuation of atrophy through effects on the ubiquitin-proteasome pathway. J Appl Physiol (1985) 2005; 99:71-80. [PMID: 15774696 DOI: 10.1152/japplphysiol.00448.2004] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The ubiquitin-proteasome pathway is primarily responsible for myofibrillar protein degradation during hindlimb unweighting (HU). β-Adrenergic agonists such as clenbuterol (CB) induce muscle hypertrophy and attenuate muscle atrophy due to disuse or inactivity. However, the molecular mechanism by which CB exerts these effects remains poorly understood. The aims of this study were to investigate whether CB attenuates HU-induced muscle atrophy through an inhibition of the ubiquitin-proteasome pathway and whether insulin-like growth factor I (IGF-I) mediates this inhibition. Rats were randomized to the following groups: weight-bearing control, 14-day CB-treated, 14-day HU, and CB + HU. HU-induced atrophy was associated with increased proteolysis and upregulation of components of the ubiquitin-proteasome pathway (ubiquitin conjugates, ubiquitin conjugating enzyme E2-14kDa, and 20S proteasome activity). Upregulation of the ubiquitin proteasome occurred in all muscles tested but was more pronounced in muscles composed primarily of slow-twitch fibers (soleus) than in fast-twitch muscles (plantaris and tibialis anterior). Although CB induced hypertrophy in all muscles, CB attenuated the HU-induced atrophy and reduced ubiquitin conjugates only in the fast plantaris and tibialis anterior and not in the slow soleus muscle. CB did not elevate IGF-I protein content in either of the muscles examined. These results suggest that CB induces hypertrophy and alleviates HU-induced atrophy, particularly in the fast muscles, at least in part through a muscle-specific inhibition of the ubiquitin-proteasome pathway and that these effects are not mediated by the local production of IGF-I in skeletal muscle.
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Affiliation(s)
- Tossaporn Yimlamai
- Department of Applied Physiology and Kinesiology, Univ. of Florida, Gainesville, FL, USA
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Tomasino A, Klimaschewski L. Tissue distribution of the "N-end rule" ubiquitin-conjugating enzyme, HR6, in the rat. Histochem Cell Biol 2005; 123:483-9. [PMID: 15868180 DOI: 10.1007/s00418-005-0774-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2005] [Indexed: 10/25/2022]
Abstract
The conjugation of multiple ubiquitin molecules is required for recognition and degradation of a protein by the proteasome. The ubiquitination pathway responsible for the bulk of constitutive protein degradation targets proteins carrying basic or large hydrophobic amino acids at the N-terminus. In mammalian cells, this "N-end rule" pathway requires the ubiquitin-conjugating enzyme HR6. Until now, it has not been known which mammalian tissues and cell types predominantly utilize this pathway for degradation. Therefore, the distribution and intracellular localization of HR6 was determined by indirect immunofluorescence techniques and protein blotting of adult rat tissues. Intense immunoreactivity against HR6 was detected in various epithelia, muscle, testis, peripheral neurons, chromaffin cells and macrophages, whereas lower HR6 protein levels were found in the gut or in the kidney. Autonomic and sensory neurons, glandular cells and spermatocytes revealed prominent nuclear HR6 immunoreactivity. Plasma membrane labeling was observed in peripheral neurons, spermatocytes and skeletal muscle cells. Smooth muscle cells, macrophages, endothelial and epithelial cells exhibited primarily cytoplasmic staining. The clear differences in the regional and intracellular distribution of HR6 are suggestive for the involvement of N-end rule protein degradation in various physiological processes dependent on cell type and subcellular structure.
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Affiliation(s)
- Andre Tomasino
- Department of Anatomy, Histology and Embryology - Division of Neuroanatomy, Innsbruck Medical University, Muellerstrasse 59, Innsbruck, Austria
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Cao PR, Kim HJ, Lecker SH. Ubiquitin-protein ligases in muscle wasting. Int J Biochem Cell Biol 2004; 37:2088-97. [PMID: 16125112 DOI: 10.1016/j.biocel.2004.11.010] [Citation(s) in RCA: 115] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2004] [Revised: 11/02/2004] [Accepted: 11/17/2004] [Indexed: 11/18/2022]
Abstract
Muscle wasting occurs when rates of protein degradation outstrip rates of protein synthesis. Accelerated rates of protein degradation develop in atrophying muscle largely through activation of the ubiquitin-proteasome pathway. The complexity of the ubiquitination process, however, has hampered our understanding of how this pathway is activated in atrophying muscles and which enzymes of the ubiquitin conjugation system are responsible. Recent studies demonstrate that two ubiquitin-protein ligases (E3s), atrogin-1/MAFbx and MuRF1 are critical in the development of muscle atrophy. Other experiments implicate E2(14k) and E3alpha, of the N-end rule pathway, as important players in the process. It seems likely that multiple pathways of ubiquitin conjugation are activated in parallel in atrophying muscle, perhaps to target for degradation specific classes of muscle proteins. The emerging challenge will be to define the protein targets for, as well as to develop inhibitors of, these E3s.
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Affiliation(s)
- Pei Rang Cao
- Renal Unit, DA517, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA 02215, USA
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Lecker SH, Jagoe RT, Gilbert A, Gomes M, Baracos V, Bailey J, Price SR, Mitch WE, Goldberg AL. Multiple types of skeletal muscle atrophy involve a common program of changes in gene expression. FASEB J 2004; 18:39-51. [PMID: 14718385 DOI: 10.1096/fj.03-0610com] [Citation(s) in RCA: 1162] [Impact Index Per Article: 58.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Skeletal muscle atrophy is a debilitating response to starvation and many systemic diseases including diabetes, cancer, and renal failure. We had proposed that a common set of transcriptional adaptations underlie the loss of muscle mass in these different states. To test this hypothesis, we used cDNA microarrays to compare the changes in content of specific mRNAs in muscles atrophying from different causes. We compared muscles from fasted mice, from rats with cancer cachexia, streptozotocin-induced diabetes mellitus, uremia induced by subtotal nephrectomy, and from pair-fed control rats. Although the content of >90% of mRNAs did not change, including those for the myofibrillar apparatus, we found a common set of genes (termed atrogins) that were induced or suppressed in muscles in these four catabolic states. Among the strongly induced genes were many involved in protein degradation, including polyubiquitins, Ub fusion proteins, the Ub ligases atrogin-1/MAFbx and MuRF-1, multiple but not all subunits of the 20S proteasome and its 19S regulator, and cathepsin L. Many genes required for ATP production and late steps in glycolysis were down-regulated, as were many transcripts for extracellular matrix proteins. Some genes not previously implicated in muscle atrophy were dramatically up-regulated (lipin, metallothionein, AMP deaminase, RNA helicase-related protein, TG interacting factor) and several growth-related mRNAs were down-regulated (P311, JUN, IGF-1-BP5). Thus, different types of muscle atrophy share a common transcriptional program that is activated in many systemic diseases.
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Affiliation(s)
- Stewart H Lecker
- Renal Unit, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
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Whitehouse AS, Khal J, Tisdale MJ. Induction of protein catabolism in myotubes by 15(S)-hydroxyeicosatetraenoic acid through increased expression of the ubiquitin-proteasome pathway. Br J Cancer 2003; 89:737-45. [PMID: 12915888 PMCID: PMC2376908 DOI: 10.1038/sj.bjc.6601184] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
The potential role of 15(S)-hydroxyeicosatetraenoic acid (15(S)-HETE) as an intracellular signal for increased protein catabolism and induction of the expression of key components of the ubiquitin-proteasome proteolytic pathway induced by a tumour cachectic factor, proteolysis-inducing factor has been studied in murine C(2)C(12) myotubes. 15(S)-HETE induced protein degradation in these cells with a maximal effect at concentrations between 78 and 312 nM. The effect was attenuated by the polyunsaturated fatty acid, eicosapentaenoic acid (EPA). There was an increase in 'chymotrypsin-like' enzyme activity, the predominant proteolytic activity of the proteasome, in the same concentration range as that inducing total protein degradation, and this effect was also attenuated by EPA. 15(S)-hydroxyeicosatetraenoic acid also increased maximal expression of mRNA for proteasome subunits C2 and C5, as well as the ubiquitin-conjugating enzyme, E2(14k), after 4 h incubation, as determined by quantitative competitive RT-PCR. The concentrations of 15-HETE affecting gene expression were the same as those inducing protein degradation. Western blotting of cellular supernatants of myotubes treated with 15(S)-HETE for 24 h showed increased expression of p42, an ATPase subunit of the regulatory complex at similar concentrations, as well as a decrease in expression of myosin in the same concentration range. 15(S)-hydroxyeicosatetraenoic acid activated binding of nuclear factor-kappaB (NF-kappaB) in the myotube nucleus and stimulated degradation of I-kappaBalpha. The effect on the NF-kappaB/I-kappaBalpha system was attenuated by EPA. In addition, the NF-kappaB inhibitor peptide SN50 attenuated the increased chymotrypsin-like enzyme activity in the presence of 15(S)-HETE. These results suggest that 15(S)-HETE induces degradation of myofibrillar proteins in differentiated myotubes through an induction of an increased expression of the regulatory components of the ubiquitin-proteasome proteolytic pathway possibly through the intervention of the nuclear transcription factor NF-kappaB, and that this process is inhibited by EPA.
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Affiliation(s)
- A S Whitehouse
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK
| | - J Khal
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK
| | - M J Tisdale
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK
- Pharmaceutical Sciences Research Institute, Aston University, Birmingham B4 7ET, UK. E-mail:
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Dehoux MJM, van Beneden RP, Fernández-Celemín L, Lause PL, Thissen JPM. Induction of MafBx and Murf ubiquitin ligase mRNAs in rat skeletal muscle after LPS injection. FEBS Lett 2003; 544:214-7. [PMID: 12782319 DOI: 10.1016/s0014-5793(03)00505-2] [Citation(s) in RCA: 110] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
MafBx and Murf are two new rat E3 ubiquitin ligases induced in muscle atrophy. Our goal was to investigate whether lipopolysaccharide (LPS) injection, a model of muscle catabolism, is associated with increased expression of MafBx and Murf. LPS (750 microg/100 g body weight) induces MafBx and Murf mRNA (respectively, 23-fold and 33-fold after 12 h; P<0.001). A transient induction of tumor necrosis factor-alpha mRNA (21-fold; P<0.001 at 3 h) and a decrease of insulin like growth factor-I mRNA (50%; P<0.001 at 6 h), two potential regulators of the ubiquitin-proteasome system were also demonstrated. In summary, MafBx and Murf mRNA are up-regulated in response to LPS and might play a role in the muscle proteolysis observed.
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Affiliation(s)
- Mischaël J M Dehoux
- Unité de Diabétologie et Nutrition, Université catholique de Louvain, B-1200 Brussels, Belgium
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Abstract
PURPOSE OF REVIEW Studies in a wide variety of animal models of muscle wasting have led to the concept that increased protein breakdown via the ubiquitin-proteasome pathway is responsible for the loss of muscle mass seen as muscle atrophy. The complexity of the ubiquitination apparatus has hampered our understanding of how this pathway is activated in atrophying muscles and which ubiquitin-conjugating enzymes in muscle are responsible. RECENT FINDINGS Recent experiments have shown that two newly identified ubiquitin-protein ligases (E3s), atrogin-1/MAFbx and MURF-1, are critical in the development of muscle atrophy. Other in-vitro studies also implicated E2(14k) and E3alpha, of the N-end rule pathway, as playing an important role in the process. SUMMARY It seems likely that multiple pathways of ubiquitin conjugation are activated in parallel in atrophying muscle, perhaps to target for degradation specific classes of muscle proteins. The emerging challenge will be to define the protein targets for, as well as inhibitors of, these E3s.
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Affiliation(s)
- Stewart H Lecker
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts 02215, USA.
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Abstract
There is little information on the mechanisms responsible for muscle recovery following a catabolic condition. To address this point, we reloaded unweighted animals and investigated protein turnover during recovery from this highly catabolic state and the role of proteolysis in the reorganization of the soleus muscle. During early recovery (18 h of reloading) both muscle protein synthesis and breakdown were elevated (+65%, P<0.001 and +22%, P<0.05, respectively). However, only the activation of non-lysosomal and Ca(2+)-independent proteolysis was responsible for increased protein breakdown. Accordingly, mRNA levels for ubiquitin and 20S proteasome subunits C8 and C9 were markedly elevated (from +89 to +325%, P<0.03) and actively transcribed as shown by the analysis of polyribosomal profiles. In contrast, both cathepsin D and 14-kDa-ubiquitin conjugating enzyme E2 mRNA levels decreased, suggesting that the expression of such genes is an early marker of reversed muscle wasting. Following 7 days of reloading, protein synthesis was still elevated and there was no detectable change in protein breakdown rates. Accordingly, mRNA levels for all the proteolytic components tested were back to control values even though an accumulation of high molecular weight ubiquitin conjugates was still detectable. This suggests that soleus muscle remodeling was still going on. Taken together, our observations suggest that enhanced protein synthesis and breakdown are both necessary to recover from muscle atrophy and result in catch-up growth. The observed non-coordinate regulation of proteolytic systems is presumably required to target specific classes of substrates (atrophy-specific protein isoforms, damaged proteins) for replacement and/or elimination.
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Down-regulation of genes in the lysosomal and ubiquitin-proteasome proteolytic pathways in calpain-3-deficient muscle. Int J Biochem Cell Biol 2003; 35:676-84. [PMID: 12672459 DOI: 10.1016/s1357-2725(02)00357-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Calpain-3 deficiency leads to muscular dystrophy in humans and mice and to perturbation of the NFkappaB/IkappaB pathway. As this phenotype is mainly atrophic, this study was performed to determine whether protein turnover and/or proteolytic gene expression was altered in muscles following calpain-3 deficiency. In vitro rates of protein turnover and of substrate ubiquitination, cathepsin B and B+L activities, and mRNA levels for several proteolytic genes were measured in skeletal muscles from 4-5 month-old control and calpain-3 knockout mice. Rates of protein synthesis and breakdown, cathepsin activities, and rates of substrate ubiquitination remained stable in muscles from calpain-3 deficient mice. However, and surprisingly, mRNA levels for cathepsin L, the 14-kDa ubiquitin-conjugating enzyme E2, and the C2 subunit of the 20S proteasome decreased by approximately 47% (P<0.005) in the gastrocnemius muscle from calpain-3 deficient mice. In contrast, muscle mRNA levels for ubiquitin and subunit S5a of the 26S proteasome were unaffected by calpain-3 deficiency. Taken together these data demonstrate that the expression of some genes that are involved in distinct proteolytic pathways is selectively and coordinately down-regulated without any effect on proteolysis. This suggests new pathophysiological hypotheses, e.g. a lack of maturation of NFkappaB precursor and/or a defect in specific substrate targeting.
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Farout L, Lamare M, Clavel S, Briand M, Briand Y. Differential expression of ubiquitin and proteasome-dependent pathway components in rat tissues. Comp Biochem Physiol B Biochem Mol Biol 2003; 134:297-305. [PMID: 12568808 DOI: 10.1016/s1096-4959(02)00266-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The ATP-ubiquitin-dependent pathway in eukaryotes is a complex system, which plays an essential role in selective protein degradation. The functional diversity of this system must be matched to the specific protein metabolism related to the physiology of each cell types. The aim of our work was to study the expression of different components of the proteasome-dependent pathway in various rat tissues. Therefore we quantified the 20S proteasome and the 19S and 11S regulators by Western blot, and measured the expression of the mRNAs of certain subunits, which are markers of these components. We compared the peptidase activities of the purified 20S proteasomes, and also mapped its components by 2D electrophoresis. Our results show that the components of the ATP-ubiquitin-dependent pathway vary considerably both in abundance and activity from one tissue to another. This diversity allows the cells to respond appropriately to tissue-specific protein metabolism in the rat.
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Affiliation(s)
- Luc Farout
- Laboratoire de Biochimie Appliquée--Associé INRA, Université Blaise Pascal--CUST, F63174 Aubiere Cedex, France
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