Abstract
The full-length dystrophin protein isoform of 427 kDa (Dp427), the absence of which represents the principal abnormality in X-linked muscular dystrophy, is difficult to identify and characterize by routine proteomic screening approaches of crude tissue extracts. This is probably related to its large molecular size, its close association with the sarcolemmal membrane, and its existence within a heterogeneous glycoprotein complex. Here, we used a careful extraction procedure to isolate the total protein repertoire from normal versus dystrophic mdx-4cv skeletal muscles, in conjunction with label-free mass spectrometry, and successfully identified Dp427 by proteomic means. In contrast to a considerable number of previous comparative studies of the total skeletal muscle proteome, using whole tissue proteomics we show here for the first time that the reduced expression of this membrane cytoskeletal protein is the most significant alteration in dystrophinopathy. This agrees with the pathobiochemical concept that the almost complete absence of dystrophin is the main defect in Duchenne muscular dystrophy and that the mdx-4cv mouse model of dystrophinopathy exhibits only very few revertant fibers. Significant increases in collagens and associated fibrotic marker proteins, such as fibronectin, biglycan, asporin, decorin, prolargin, mimecan, and lumican were identified in dystrophin-deficient muscles. The up-regulation of collagen in mdx-4cv muscles was confirmed by immunofluorescence microscopy and immunoblotting. Thus, this is the first mass spectrometric study of crude tissue extracts that puts the proteomic identification of dystrophin in its proper pathophysiological context.
Keywords: collagen, Dp427, Duchenne muscular dystrophy, dystrophin, myofibrosis
1. Introduction
Dystrophin proteins exist in a large number of isoforms with greatly differing tissue distributions and are encoded by the largest gene in the human genome within the Xp21 region of the X-chromosome [1,2,3]. The full-length muscle isoform of dystrophin, termed Dp427-M, functions as a membrane cytoskeletal actin-binding protein in contractile fibers [4,5,6]. Dystrophin is tightly linked to the muscle sarcolemma via close interactions with a membrane-associated glycoprotein complex [7,8,9]. Progressive diseases of skeletal and cardiac muscles with primary abnormalities in the dystrophin gene include Duchenne muscular dystrophy, Becker muscular dystrophy, and X-linked dilated cardiomyopathy [10,11,12]. In X-linked muscular dystrophy, the almost complete absence of full-length dystrophin triggers a significant reduction in the dystrophin-associated glycoprotein complex and a plethora of down-stream pathophysiological changes, such as an altered coupling between neuronal excitation and muscle contraction, stretch-induced fiber injury, higher levels of plasmalemmal calcium influx, impaired luminal calcium buffering, and an accelerated proteolytic degradation rate [13,14,15]. In order to elucidate the enormous complexity and potential interconnectivity of these many secondary changes, damage pathways in dystrophic muscles involved in fiber degeneration, inflammation, fatty deposition, and progressive fibrosis are ideally studied by large-scale and comprehensive bioanalytical approaches, such as mass spectrometry-based proteomics [16].
Proteomic profiling is a core discipline of modern systems biology and has been widely applied to basic and applied myology [17,18,19], including the evaluation of the secondary effects of dystrophin deficiency in muscular dystrophy [20]. Both gel electrophoretic techniques and liquid chromatography have been employed for the systematic separation of the assessable skeletal muscle proteome. A variety of changes in skeletal muscle-associated proteins involved in energy metabolism, excitation-contraction coupling, fiber contraction, ion homeostasis, the stress response, and cellular signaling have been identified by mass spectrometry, as reviewed by Dowling et al. [21]. This included differential alterations in muscle-associated proteins, such as adenylate kinase isoform AK1 [22], the luminal Ca2+-binding protein calsequestrin [23], the cytosolic Ca2+-binding proteins regucalcin [24] and parvalbumin [25], carbonic anhydrase isoform CA3 [26], various molecular chaperones and heat shock proteins including αB-crystallin/HSPB5, cvHsp/HSPB7, Hsp70/HSPA and Hsp90/HSPC [27,28,29,30], the cytoskeletal proteins vimentin and desmin [31,32,33], metabolic proteins regulated by PGC1-α [34], the extracellular matrix protein dermatopontin [35,36], and the matricellular protein periostin [37]. Elevated levels of muscle-derived proteins in body fluids have been described for fibronectin, the matrix metalloproteinase MMP-9, creatine kinase, carbonic anhydrase CA3, myosin light chain MLC3, malate dehydrogenase MDH2, transforming growth factor TGFβ1, electron transfer flavoprotein ETFA, fragments of the contractile apparatus-associated protein titin, and the lysosomal-associated membrane protein LAMP1 [38,39,40,41,42,43]. However, the comparative proteomic profiling of crude tissue extracts has not routinely identified the members of the dystrophin-glycoprotein complex, which is probably due to the low concentration and the tight membrane association of this protein assembly [20].
Although dystrophin has been listed in proteomic catalogues describing the overall protein constellation of normal skeletal muscles, the full-length Dp427 isoform of this membrane cytoskeletal protein has not been identified in comparative proteomic analyses using whole tissue preparations [21]. We have therefore attempted the application of sensitive label-free mass spectrometry to evaluate total skeletal muscle tissue extracts from wild type versus the dystrophic mdx-4cv mouse. The main underlying objective was to analyze in parallel the primary abnormality in muscular dystrophy and the many secondary changes triggered by the deficiency of dystrophin. Previous proteomic studies with a focus on dystrophin have used pre-fractionation approaches, including immuno precipitation, elaborate density gradient centrifugation, and liquid chromatography procedures [44,45,46,47], or specialized mass spectrometric methodology with a stable isotope labelled dystrophin as a spike-in standard for the quantitation of select peptides representing dystrophin within a heterogeneous protein mixture [48]. The recent application of organelle proteomics, in conjunction with label-free mass spectrometry, has succeeded in the identification of dystrophin isoform Dp427, dystroglycan, δ-sarcoglycan, γ-sarcoglycan, and α1-syntrophin by decisively reducing sample complexity using differential centrifugation to enrich the microsomal fraction [49]. However, since subcellular fractionation steps may introduce artifacts in comparative proteomic studies, mainly due to the differences in membrane organization and myofibrosis, the identification of muscle-associated biomarker candidates in crude muscle extracts is more promising for the establishment of a superior marker signature. In addition, the findings from this new study, using whole tissue proteomics, present important verification results in relation to previous subproteomic investigations. Importantly, since skeletal muscles from this animal model of dystrophinopathy are characterized by very few revertant fibers and exhibit myofibrosis [50,51,52,53], the proteomic analysis of total mdx-4cv muscle extracts was ideally suited to simultaneously study dystrophin deficiency and secondary fibrotic changes within the same analytical run.
2. Experimental Section
2.1. Chemicals and Materials
The mass spectrometry-based proteomic profiling of crude tissue extracts from mdx-4cv versus wild-type hind limb muscles was conducted using analytical grade reagents and materials obtained from GE Healthcare (Little Chalfont, Buckinghamshire, UK) and Bio-Rad Laboratories (Hemel-Hempstead, Hertfordshire, UK). Ultrapure acrylamide stock solutions were purchased from National Diagnostics (Atlanta, GA, USA). Sequencing grade modified trypsin and Lys-C were from Promega (Madison, WI, USA). Whatman nitrocellulose transfer membranes were obtained from Invitrogen (Carlsbad, CA, USA). The chemiluminescence substrate and protease inhibitors were attained from Roche Diagnostics (Mannheim, Germany). Primary antibodies were purchased from Abcam, Cambridge, UK (ab41803 to annexin 2; ab8592 to desmin; ab11427 to parvalbumin; ab21754 to the β-subunit of tubulin; ab58475 to the α-subunit of the Na+/K+-ATPase; ab6588 to collagen VI; ab2818 to the fast SERCA1 isoform of the sarcoplasmic reticulum Ca2+-ATPase and ab52488 to lactate dehydrogenase). Chemicon International (Temecula, CA, USA) provided peroxidase-conjugated secondary antibodies. For immunofluorescence microscopy, normal goat serum, goat anti-rabbit Alexa Fluor 488, and goat anti-mouse IgG RRX (Rhodamine Red-X) were purchased from Molecular Probes, Life Technologies (Darmstadt, Germany), and Jackson ImmunoResearch (West Grove, PA, USA), respectively. The embedding medium Fluoromount G was from Southern Biotech (Birmingham, AL, USA). A variety of other general chemicals, including bis-benzimide Hoechst-33342, were obtained from Sigma Chemical Company (Dorset, UK).
2.2. Animal Model of X-Linked Muscular Dystrophy
Duchenne muscular dystrophy is a monogenic disorder caused by mutations or genetic rearrangements in the 79 exon-spanning gene that encodes the cytoskeletal protein dystrophin [3]. In analogy, the internationally established mdx mouse model of dystrophinopathy is almost completely missing the full-length Dp427 isoform of dystrophin due to a point mutation in exon 23 [54,55,56]. Since mdx skeletal muscles may exhibit a large number of dystrophin-positive revertant fibers, we have here used the mdx-4cv mouse model as an alternative model for studying X-linked muscular dystrophy. Chemical mutagenesis with N-ethylnitrosourea has been used to induce a C to T transition at position 7916 in exon 53 [52], generating a nonsense point mutation that leads to premature translation termination [51]. Truncated dystrophin products in mutant mice appear to be highly unstable and are probably quickly degraded in dystrophic muscle tissues, since they cannot be detected by standard immunoblotting [9]. This genetic model has the advantage of displaying 10-fold fewer revertant fibers as compared to the conventional mdx mouse [50], which renders it an attractive model for evaluating the efficacy of novel therapeutic strategies [57,58,59]. While the mdx-4cv model does not express the full-length Dp427 isoform of dystrophin in either skeletal muscle or brain tissue, it has been shown to express the Dp71 dystrophin isoform in brain tissue at levels comparable to those seen in control mice [53]. This may be due to the fact that the premature stop codon found in exon 53 of the mdx-4cv strain is considerably downstream from the internal promoters that give rise to shorter dystrophin isoforms [53]. As a means of investigating altered protein expression in dystrophic muscle, total tissue extracts of hind limb muscles from six-month old mdx-4cv mice versus age-matched control C57BL6 mice were analyzed, representing a moderate dystrophic phenotype with segmental necrosis [25,31,33]. Fresh tissue samples were acquired from the Bioresource Unit of the University of Bonn [60]. The mice were kept under standard conditions according to German and Irish legislation on the use of animals in experimental research. The animals were sacrificed by cervical dislocation and muscle tissues were isolated immediately. The tissues used for proteomic analysis were quick-frozen in liquid nitrogen and stored at −80 °C prior to analysis.
2.3. Preparation of Tissue Extracts from Normal and Dystrophic Hind Limb Muscles
Skeletal muscle samples (100 mg wet weight) from combined muscles of the entire hind limbs (including bulk muscle from the lower and upper leg, but excluding the grasping foot-paw) of six-month-old dystrophic mdx-4cv mice (n = 4) and age-matched wild-type (wt) mice (n = 4) were finely chopped and homogenized in 10 volumes of homogenization buffer (20 mM sodium pyrophosphate, 20 mM sodium phosphate, 1 mM MgCl2, 0.303 M sucrose, 0.5 mM EDTA, pH 7.0), using a hand-held IKA T10 Basic Homogenizer (IKA Labortechnik, Staufen, Germany) [49]. This buffer was supplemented with a protease inhibitor cocktail from Roche Diagnostics (Mannheim, Germany) to minimize degradation of skeletal muscle proteins [61]. Protein extracts were gently shaken at 8 °C for 2 h using a Thermomixer from Eppendorf (Hamburg, Germany). Following centrifugation at 14,000 g for 20 min at 4 °C, the supernatant fractions from wt and mdx-4cv muscle homogenates were isolated and used for comparative proteomic profiling.
2.4. Sample Preparation for Label-Free Liquid Chromatography Mass Spectrometry
Prior to mass spectrometric analysis, total skeletal muscle extracts were purified of interfering agents using the Ready Prep 2D clean-up kit from Bio-Rad Laboratories (Hemel-Hempstead). Subsequent protein pellets were re-suspended in label-free solubilization buffer (6 M urea, 2 M thiourea, 10 mM Tris, pH 8.0 in LC-MS grade water). Following vortexing and sonication, the protein concentration was determined using a Bradford assay protocol [62]. For label-free mass spectrometric analysis, volumes were equalized with label-free solubilization buffer, followed by chemical reduction with 10 mM DTT for 30 min at 37 °C and alkylation with 25 mM iodoacetamide in 50 mM ammonium bicarbonate for 20 min in the dark at room temperature [60]. To quench any remaining unreacted iodoacetamide and limit potential alkylation of trypsin, samples were further reduced with an additional 10 mM DTT for 15 min in the dark at room temperature. Proteolytic digestion was facilitated by a combination of the enzymes Lys-C and trypsin. The initial digestion was conducted with sequencing-grade Lys-C at a ratio of 1:100 (protease:protein) for 4 h at 37 °C. Following digestion, samples were diluted with four times the initial sample volume in 50 mM ammonium bicarbonate. Subsequent digestion was performed with sequencing-grade trypsin at a ratio of 1:25 (protease:protein) overnight at 37 °C. Digestion was terminated by acidification with 2% trifluoroacetic acid (TFA) in 20% acetonitrile (ACN) (3:1 (v/v) dilution). Peptide suspensions were then purified with Pierce C18 Spin Columns from Thermo Fisher Scientific (Dublin, Ireland) and the resulting peptide samples were dried through vacuum centrifugation and re-suspended in loading buffer consisting of 2% ACN and 0.05% TFA in LC-MS grade water [63]. Samples were vortexed and sonicated to ensure an even suspension of peptides, and were stored at −80 °C prior to mass spectrometric analysis.
2.5. Label-Free Liquid Chromatography Mass Spectrometric Analysis
As previously described in detail [64], nano-LC-MS/MS analysis was conducted using an Ultimate 3000 NanoLC system (Dionex Corporation, Sunnyvale, CA, USA) coupled to a Q-Exactive mass spectrometer from Thermo Fisher Scientific (Dublin, Ireland). Peptide mixtures (3 µL, with a total protein amount of 0.72 µg) were loaded by an auto-sampler onto a C18 trap column (C18 PepMap, 300 µm id × 5 mm, 5 µm particle size, 100 Å pore size; Thermo Fisher Scientific). The trap column was switched on-line with an analytical Biobasic C18 Picofrit column (C18 PepMap, 75 µm id × 50 cm, 2 µm particle size, 100 Å pore size; Dionex Corporation). Peptides derived from muscle protein digestion were eluted using the following gradient (solvent B: 80% (v/v) ACN and 0.1% (v/v) formic acid in LC-MS grade water): 0% solvent B for 10.5 min, 2% solvent B for 110 min, 40% solvent B for 2.5 min, 90% solvent B for 9 min, and 2% solvent B for 43 min. The column flow rate was set to 0.25 µL/min. Data were acquired with Xcalibur software (Thermo Fisher Scientific, Dublin, Ireland, version 3.0 of Xcalibur software). The mass spectrometer was operated in positive, data-dependent mode and was externally calibrated. Survey MS scans were conducted in the mass spectrometer in the 300–1700 m/z range with a resolution of 140,000 (m/z 200) and lock mass set to 445.12003 u. Collision-induced dissociation (CID) fragmentation was carried out with the fifteen most intense ions per scan and at a resolution of 17,500. A dynamic exclusion window was applied within 30 s. An isolation window of 2 m/z and one microscan were used to collect suitable tandem mass spectra.
2.6. Quantitative Proteomic Profiling by Label-Free LC-MS/MS Analysis
Processing of the raw data generated from LC-MS/MS analysis was achieved using Progenesis QI for Proteomics software (version 3.1; Non-Linear Dynamics, a Waters company, Newcastle upon Tyne, UK). Firstly the data was aligned based on the LC retention time of each sample [65]. This allows for any drift in retention time, thus giving an adjusted time for all runs in the analysis. The sample run with the greatest number of peptide ions was selected as a reference run, to which the retention times of all other runs were aligned, and peak intensities were normalized [60]. Prior to exporting the MS/MS data files to Proteome Discoverer 1.4 (Thermo Fisher Scientific, Dublin, Ireland); the data was filtered using the following criteria: (i) peptide features with ANOVA ≤ 0.05 between experimental groups; (ii) mass peaks with charge states from +1 to +5; and (iii) greater than one isotope per peptide. A PepXML generic file was generated from all exported MS/MS spectra from Progenesis software (version 3.1; Non-Linear Dynamics, a Waters company, Newcastle upon Tyne, UK). This file was used for peptide identification using Proteome Discoverer 1.4 against Mascot (version 2.3, Matrix Science, Boston, MA, USA) and Sequest HT (SEQUEST HT algorithm, licence Thermo Scientific, registered trademark University of Washington, Seattle, WA, USA) and searched against the UniProtKB-SwissProt database (taxonomy: Mus musculus; http://www.uniprot.org/proteomes/UP000000589). A number of search parameters were used for protein identification: (i) peptide mass tolerance set to 10 ppm; (ii) MS/MS mass tolerance set to 0.02 Da; (iii) allowance of up to two missed cleavages; (iv) carbamidomethylation set as a fixed modification; and (v) methionine oxidation set as a variable modification [66]. For re-importation back into Progenesis LC-MS software for further analysis, only peptides with either ion scores of 40.00 or more (from Mascot) and peptides with XCorr scores >1.9 for singly-charged ions, >2.2 for doubly-charged ions, and >3.75 for triply-charged ions or more (from Sequest HT) were selected. Crucially, the following criteria were applied to assign a muscle-associated protein as properly identified: (i) an ANOVA score between experimental groups of ≤0.05; and (ii) proteins with ≥2 unique peptides matched and a MASCOT score ≥40. Standard bioinformatics software programs were used to group proteins based on their protein class and to identify potential protein interactions. These analyses were performed on the MS-identified proteins with a changed abundance in mdx-4cv fractions. This bioinformatics analysis was performed with the PANTHER database of protein families [67,68] (http://pantherdb.org/) and the STRING database of known and putative protein interactions that include both direct physical and indirect functional protein associations [69,70] (http://string-db.org/).
2.7. Independent Verification of Key Proteomic Hits by Comparative Immunoblot Analysis
In order to verify alterations in protein expression in crude extracts from dystrophic skeletal muscles, as identified by label-free mass spectrometry, immunoblotting of select muscle proteins was carried out per standard procedure [49]. Electrophoretic separation of proteins was achieved using standard 10% polyacrylamide gels, followed by wet transfer at 100 V for 70 min at 4 °C to Whatman Protan nitrocellulose sheets in a Transblot Cell from Bio-Rad Laboratories (Hemel-Hempstead). To minimize non-specific antibody binding, membranes were blocked for 1 h at room temperature with a milk protein solution (2.5% (w/v) fat-free milk powder in 10% phosphate-buffered saline). Nitrocellulose sheets were incubated with sufficiently-diluted primary antibodies overnight at 4 °C with gentle agitation. Membranes were subsequently washed twice with the milk protein solution for 10 min each time, followed by incubation for 1.5 h with peroxidase-conjugated secondary antibodies, diluted in the blocking buffer [60]. Further washing steps with the milk protein solution and 10% phosphate-buffered saline were carried out prior to visualization of antibody-labeled protein bands using enhanced chemiluminescence as per manufacturer’s guidelines. Densitometric scanning and statistical analysis of immunoblots were performed with a HP PSC-2355 scanner and ImageJ software (NIH, Bethesda, MD, USA; version 1.42), in conjunction with GraphPad Prism software (Graphpad Prism, San Diego, CA, USA, version 5.00), in which a p value < 0.05 was deemed to be statistically significant. Silver staining of protein gels and antibody labeling of the protein product of the house keeping gene that encodes lactate dehydrogenase were employed as loading controls for comparative immunoblot analyses.
2.8. Immunofluorescence Microscopy
In order to correlate the severe reduction of dystrophin (as a dystrophic biomarker) with the concomitant increase of collagen (as a myofibrosis biomarker), as revealed here by the mass spectrometric survey of crude mdx-4cv hind limb extracts, an immunofluorescence microscopical analysis of the gastrocnemius muscle was carried out. Freshly dissected muscles from six-month-old mdx-4cv mice and control C57BL/6 mice were quick-frozen in liquid nitrogen-cooled isopentane and 10 µm sections cut in a cryostat [27]. For routine immuno-labeling, tissue sections were fixed in a 1:1 (v/v) mixture of methanol and acetone for 10 min at room temperature. For dystrophin immuno-staining, unfixed cryosections were boiled in phosphate-buffered saline for 5 min as previously described in detail [71]. Tissue sections were permeabilized in 0.1% (v/v) Triton X-100 for 10 min and then blocked with 1:20 diluted normal goat serum for 30 min at room temperature. Primary antibodies to dystrophin and collagen were diluted 1:20 in phosphate-buffered saline for overnight incubation at 4 °C. Specimens were carefully washed and then incubated with fluorescently-labeled secondary antibodies, using either 1:200 diluted anti-rabbit Alexa Fluor 488 antibody or 1:200 diluted anti-mouse RRX antibody for 45 min at room temperature. Nuclei were counter-stained with 1 μg/mL bis-benzimide Hoechst 33342. Antibody-labeled tissue sections were embedded in Fluoromount G medium and viewed under a Zeiss Axioskop 2 epifluorescence microscope equipped with a digital Zeiss AxioCam HRc camera (Carl Zeiss Jena GmbH, Jena, Germany).
3. Results and Discussion
Although X-linked muscular dystrophy is a primary muscle disease of the membrane cytoskeleton [72], i.e., the almost complete loss of the full-length Dp427 isoform of dystrophin is the underlying pathobiochemical defect that triggers progressive fiber degeneration [73], a crucial secondary alteration in dystrophinopathy is presented by extensive myofibrosis [74]. Thus, in addition to central nucleation, rounded fibers, altered myofiber sizes, inflammation, fiber branching, necrosis, and fatty deposition [75], the progressive accumulation of extracellular matrix components plays a major role in contractile weakness [76]. Due to a hyperactive connective tissue, collagens and associated proteins of the extracellular matrix accumulate in dystrophic muscles causing tissue scarring and the loss of skeletal muscle elasticity [77]. Biochemical and cell biological studies have clearly shown an increased abundance of a variety of proteoglycans and other components of the matrisome in dystrophic fibers [78,79,80,81]. Clinical investigations have established fibrosis as a pathological hallmark of dystrophinopathies [82], whereby the systematic evaluation of myofibrosis in a 10-year longitudinal study with a large number of Duchenne patients suggests that endomysial fibrosis correlates significantly with weakened muscle performance [83]. This makes changes in the extracellular matrix surrounding dystrophic fibers a robust myopathological characteristic of X-linked muscular dystrophy. In analogy to the fact that muscle-derived fibroblasts from Duchenne patients show signs of a pro-fibrotic phenotype and an enhanced proliferation rate coupled to the increased production of collagens [84,85], fibrotic changes are also observed in animal models of muscular dystrophy [86,87,88,89]. Since fibrosis is intrinsically involved in the molecular pathogenesis of muscular dystrophy, systematic studies of global protein changes in dystrophic fibers should be able to correlate the deficiency in dystrophin with altered expression levels of key components of the extracellular matrix [37].
However, a variety of mass spectrometry-based proteomic surveys of crude tissue extracts from dystrophic skeletal muscles have so far failed to properly identify the full-length dystrophin isoform and its tightly associated glycoproteins, but have exclusively shown secondary changes down-stream of the primary abnormality in Dp427 [21]. Here, we could overcome these bioanalytical issues and identify dystrophin in total muscle extracts by label-free mass spectrometry and simultaneously analyze increased levels of the fibrosis biomarker collagen. Hence, this study enabled the concurrent and systematic determination of the primary deficiency in dystrophin and its secondary effects on the entire skeletal muscle protein complement. The mass spectrometry-based proteomic classification of the assessable protein repertoire from total mouse skeletal muscle extracts resulted in the identification of 851 distinct protein species (not shown). The systematic comparison of total tissue extracts from wild type versus mdx-4cv hind limb muscles by label-free LC-MS/MS analysis established a change in a considerable number of these proteomically catalogued elements, i.e., an altered abundance in 197 muscle-associated proteins in the dystrophic phenotype (Table 1 and Table 2). A decreased concentration was established for 43 proteins and 154 proteins exhibited a significantly increased expression level.
Table 1.
Accession No. | Protein Name | Unique Peptides | Confidence Score | Anova (p) | Fold Change |
---|---|---|---|---|---|
P11531 | Dystrophin Dp427 | 9 | 457.7 | 0.000053 | −14.61 |
Q8VCT4 | Carboxylesterase 1D | 4 | 175.0 | 0.001943 | −5.85 |
O55137 | Acyl-coenzyme A thioesterase 1 | 2 | 139.31 | 0.002283 | −4.35 |
P19096 | Fatty acid synthase | 3 | 198.37 | 0.006235 | −3.99 |
Q9JJW5 | Myozenin-2 | 2 | 67.3 | 0.016575 | −3.98 |
Q8C0M9 | Isoaspartyl peptidase/L-asparaginase | 3 | 202.6 | 0.000870 | −3.97 |
P97823 | Acyl-protein thioesterase 1 | 2 | 115.7 | 0.017276 | −3.96 |
P32848 | Parvalbumin alpha | 4 | 262.0 | 0.040028 | −3.94 |
Q61234 | Alpha-1-syntrophin | 3 | 101.6 | 0.000873 | −3.68 |
P51667 | Myosin regulatory light chain MLC2, slow | 6 | 319.1 | 0.029470 | −3.64 |
Q08642 | Protein-arginine deiminase type-2 | 10 | 498.3 | 0.003334 | −3.55 |
P09542 | Myosin light chain MLC3 | 8 | 548.5 | 0.016031 | −3.50 |
P16015 | Carbonic anhydrase CA3 | 21 | 1652.1 | 0.001537 | −3.43 |
Q8QZS1 | 3-hydroxyisobutyryl-CoA hydrolase, mitochondrial | 3 | 202.7 | 0.002445 | −3.14 |
Q64105 | Sepiapterin reductase | 7 | 515.0 | 0.002035 | −3.14 |
P70695 | Fructose-1,6-bisphosphatase isozyme 2 | 9 | 592.7 | 0.003223 | −3.09 |
Q9DAK9 | 14 kDa phosphohistidine phosphatase | 2 | 208.6 | 0.000263 | −3.01 |
P04247 | Myoglobin | 16 | 1768.3 | 0.000652 | −2.93 |
Q8BVI4 | Dihydropteridine reductase | 5 | 336.0 | 0.000315 | −2.91 |
Q9DBB8 | Trans-1,2-dihydrobenzene-1,2-diol dehydrogenase | 2 | 119.5 | 0.026280 | −2.90 |
Q9D358 | Low molecular weight phosphotyrosine protein phosphatase | 2 | 115.6 | 0.002473 | −2.89 |
P06801 | NADP-dependent malic enzyme | 8 | 348.2 | 0.005720 | −2.84 |
P21107 | Tropomyosin alpha-3 chain | 3 | 113.6 | 0.024475 | −2.71 |
O55103 | Periaxin | 2 | 50.9 | 0.014583 | −2.66 |
Q8R1G2 | Carboxymethylenebutenolidase homolog | 4 | 418.4 | 0.005828 | −2.64 |
Q9D0K2 | Succinyl-CoA:3-ketoacid coenzyme A transferase 1, mitochondrial | 2 | 143.4 | 0.009917 | −2.60 |
Q9WUZ5 | Troponin I, slow skeletal muscle | 2 | 114.0 | 0.033414 | −2.50 |
P56375 | Acylphosphatase-2 | 3 | 227.8 | 0.000551 | −2.39 |
P17563 | Selenium-binding protein 1 | 7 | 398.9 | 0.000733 | −2.35 |
P14152 | Malate dehydrogenase, cytoplasmic | 8 | 588.6 | 0.000441 | −2.33 |
Q9CRB9 | Coiled-coil-helix-coiled-coil-helix domain-containing protein 3, mitochondrial | 2 | 191.9 | 0.008307 | −2.28 |
P70349 | Histidine triad nucleotide-binding protein 1 | 6 | 504.1 | 0.004703 | −2.27 |
P11404 | Fatty acid-binding protein, FABP3, heart | 5 | 407.2 | 0.011413 | −2.21 |
Q01768 | Nucleoside diphosphate kinase B | 3 | 216.1 | 0.029418 | −2.21 |
Q9D0S9 | Histidine triad nucleotide-binding protein 2, mitochondrial | 2 | 88.7 | 0.007985 | −2.14 |
Q9CQR4 | Acyl-coenzyme A thioesterase 13 | 2 | 155.3 | 0.009677 | −2.14 |
P15626 | Glutathione S-transferase Mu 2 | 5 | 300.4 | 0.019473 | −2.13 |
P08228 | Superoxide dismutase [Cu-Zn] | 5 | 205.9 | 0.004575 | −2.08 |
Q8BZA9 | Fructose-2,6-bisphosphatase (TIGAR) | 2 | 106.5 | 0.003999 | −2.08 |
Q91ZJ5 | UTP-glucose-1-phosphate uridylyltransferase | 15 | 949.2 | 0.002697 | −2.08 |
P63017 | Heat shock cognate 71 kDa | 4 | 465.8 | 0.003124 | −2.03 |
P15327 | Bisphosphoglycerate mutase | 3 | 213.3 | 0.013366 | −2.02 |
Q60864 | Stress-induced-phosphoprotein 1 | 3 | 175.8 | 0.001854 | −2.01 |
Table 2.
Accession No. | Protein Name | Unique Peptides | Confidence Score | Anova (p) | Fold Change |
---|---|---|---|---|---|
Q61879 | Myosin-10 | 2 | 89.2 | 0.000004 | mdx only |
P11276 | Fibronectin | 2 | 133.4 | 0.002667 | 271.95 |
Q00898 | Alpha-1-antitrypsin 1–5 | 5 | 571.1 | 0.000004 | 187.00 |
Q02788 | Collagen alpha-2(VI) chain | 2 | 102.6 | 0.000993 | 44.37 |
P28653 | Biglycan | 4 | 232.4 | 0.004166 | 17.82 |
Q8R5J9 | PRA1 family protein 3 | 2 | 45.7 | 0.000212 | 16.11 |
Q9ESD7 | Dysferlin | 2 | 62.5 | 0.004132 | 16.08 |
Q8VDD5 | Myosin-9 | 4 | 267.7 | 0.009126 | 15.75 |
Q9D154 | Leukocyte elastase inhibitor A | 9 | 608.0 | 0.000120 | 12.58 |
P09541 | Myosin light chain MLC4 | 7 | 467.0 | 0.000000 | 12.04 |
Q8VCM7 | Fibrinogen gamma chain | 3 | 75.5 | 0.000341 | 11.00 |
Q8K0E8 | Fibrinogen beta chain | 11 | 586.9 | 0.000203 | 10.96 |
P62835 | Ras-related protein Rap-1A | 2 | 111.6 | 0.004823 | 10.62 |
P99024 | Tubulin beta-5 chain | 4 | 211.9 | 0.001015 | 9.81 |
Q3TMP8 | Trimeric intracellular cation channel type A | 2 | 192.7 | 0.004054 | 8.93 |
P21981 | Protein-glutamine gamma-glutamyltransferase 2 | 2 | 98.6 | 0.023285 | 8.77 |
O89053 | Coronin-1A | 2 | 83.2 | 0.004520 | 8.09 |
P51881 | ADP/ATP translocase 2 | 2 | 56.4 | 0.004098 | 8.06 |
P97449 | Aminopeptidase N | 2 | 60.6 | 0.002562 | 7.79 |
Q9D1G3 | Protein-cysteine N-palmitoyltransferase HHAT-like protein | 5 | 363.5 | 0.009730 | 6.54 |
P28665 | Murinoglobulin-1 | 15 | 759.7 | 0.002456 | 6.50 |
P03921 | NADH-ubiquinone oxidoreductase chain 5 | 3 | 200.0 | 0.018874 | 6.27 |
Q8VDN2 | Sodium/potassium-transporting ATPase subunit alpha-1 | 5 | 274.2 | 0.015103 | 6.07 |
P68433 | Histone H3.1 | 3 | 261.4 | 0.011746 | 5.98 |
P11087 | Collagen alpha-1(I) chain | 4 | 205.2 | 0.016481 | 5.91 |
Q99JY9 | Actin-related protein 3 | 3 | 152.9 | 0.000084 | 5.58 |
Q7TSH2 | Phosphorylase b kinase regulatory subunit beta | 2 | 72.7 | 0.035782 | 5.49 |
Q99MQ4 | Asporin | 5 | 354.1 | 0.000546 | 5.42 |
Q61233 | Plastin-2 | 6 | 251.2 | 0.000108 | 5.38 |
P41216 | Long-chain-fatty-acid-CoA ligase 1 | 5 | 242.7 | 0.020046 | 5.19 |
Q91V79 | Fat storage-inducing transmembrane protein 1 | 2 | 114.1 | 0.012321 | 5.15 |
Q6PIE5 | Sodium/potassium-transporting ATPase subunit alpha-2 | 6 | 279.1 | 0.010979 | 5.02 |
P10107 | Annexin A1 | 5 | 349.4 | 0.000751 | 4.98 |
Q68FD5 | Clathrin heavy chain 1 | 10 | 600.2 | 0.000416 | 4.81 |
Q00623 | Apolipoprotein A-I | 14 | 959.8 | 0.000386 | 4.63 |
A2AMM0 | Muscle-related coiled-coil protein | 4 | 173.6 | 0.000173 | 4.60 |
Q9CR62 | Mitochondrial 2-oxoglutarate/malate carrier protein | 2 | 61.5 | 0.032119 | 4.60 |
P14094 | Sodium/potassium-transporting ATPase subunit beta-1 | 2 | 99.2 | 0.010749 | 4.38 |
Q9DBG6 | Dolichyl-diphosphooligosaccharide-protein glycosyltransferase subunit 2 | 2 | 123.2 | 0.017838 | 4.26 |
P13020 | Gelsolin | 10 | 696.4 | 0.000002 | 4.17 |
P62908 | 40S ribosomal protein S3 | 3 | 191.5 | 0.015578 | 4.15 |
Q6ZWV3 | 60S ribosomal protein L10 | 2 | 130.3 | 0.035667 | 4.11 |
Q01339 | Beta-2-glycoprotein 1 | 3 | 76.3 | 0.016181 | 4.11 |
Q61147 | Ceruloplasmin | 2 | 104.5 | 0.005975 | 4.08 |
Q60854 | Serpin B6 | 13 | 834.5 | 0.000105 | 3.99 |
Q99P72 | Reticulon-4 | 2 | 145.7 | 0.007711 | 3.95 |
Q8BH59 | Calcium-binding mitochondrial carrier protein Aralar1 | 7 | 511.8 | 0.014147 | 3.91 |
P20918 | Plasminogen | 2 | 160.2 | 0.018437 | 3.88 |
O09161 | Calsequestrin-2 | 3 | 162.3 | 0.000414 | 3.87 |
Q61838 | Alpha-2-macroglobulin | 27 | 1386.6 | 0.004622 | 3.78 |
P16546 | Spectrin alpha chain, non-erythrocytic 1 | 5 | 348.1 | 0.006923 | 3.74 |
O89104 | Synaptophysin-like protein 2 | 2 | 236.0 | 0.009844 | 3.73 |
E9PZQ0 | Ryanodine receptor 1 | 27 | 1821.4 | 0.009260 | 3.71 |
Q71LX4 | Talin-2 | 2 | 46.7 | 0.024488 | 3.69 |
P68369 | Tubulin alpha-1A chain | 12 | 719.0 | 0.006406 | 3.67 |
P22752 | Histone H2A type 1 | 4 | 199.0 | 0.001916 | 3.67 |
P29621 | Serine protease inhibitor A3C | 2 | 240.9 | 0.002558 | 3.66 |
P01872 | Ig mu chain C region | 3 | 242.2 | 0.004580 | 3.65 |
Q9EQK5 | Major vault protein | 2 | 108.4 | 0.002870 | 3.58 |
P07356 | Annexin A2 | 9 | 662.8 | 0.000916 | 3.55 |
P00405 | Cytochrome c oxidase subunit 2 | 3 | 118.8 | 0.015387 | 3.52 |
P22599 | Alpha-1-antitrypsin 1-2 | 3 | 186.1 | 0.004003 | 3.46 |
Q6ZWY9 | Histone H2B type 1-C/E/G | 3 | 310.5 | 0.006482 | 3.46 |
P26039 | Talin-1 | 3 | 199.2 | 0.001177 | 3.36 |
P18826 | Phosphorylase b kinase regulatory subunit alpha, skeletal muscle isoform | 3 | 235.7 | 0.008094 | 3.34 |
P15864 | Histone H1.2 | 2 | 94.9 | 0.011066 | 3.28 |
P62806 | Histone H4 | 5 | 312.4 | 0.010666 | 3.28 |
Q8BMS1 | Trifunctional enzyme subunit alpha, mitochondrial | 9 | 762.3 | 0.011513 | 3.25 |
P26041 | Moesin | 5 | 180.3 | 0.000563 | 3.23 |
P14148 | 60S ribosomal protein L7 | 3 | 181.6 | 0.013313 | 3.22 |
Q8VEM8 | Phosphate carrier protein, mitochondrial | 5 | 264.8 | 0.014880 | 3.22 |
Q61207 | Sulfated glycoprotein 1 | 3 | 122.3 | 0.003193 | 3.13 |
Q04857 | Collagen alpha-1(VI) chain | 3 | 87.7 | 0.018019 | 3.12 |
P61027 | Ras-related protein Rab-10 | 3 | 118.3 | 0.001577 | 3.12 |
P28654 | Decorin | 5 | 350.6 | 0.016544 | 3.10 |
Q9D783 | Kelch-like protein 40 | 6 | 330.1 | 0.001034 | 3.09 |
P97927 | Laminin subunit alpha-4 | 3 | 144.0 | 0.002278 | 3.03 |
O08532 | Voltage-dependent calcium channel subunit alpha-2/delta-1 | 5 | 289.9 | 0.011742 | 3.03 |
Q8BTM8 | Filamin-A | 3 | 123.0 | 0.006675 | 2.98 |
A2AUC9 | Kelch-like protein 41 | 12 | 774.9 | 0.008240 | 2.96 |
P07758 | Alpha-1-antitrypsin 1-1 | 9 | 691.9 | 0.014277 | 2.93 |
Q9CVB6 | Actin-related protein 2/3 complex subunit 2 | 3 | 154.1 | 0.000307 | 2.91 |
P18760 | Cofilin-1 | 5 | 305.0 | 0.004511 | 2.90 |
Q8CI43 | Myosin light chain 6B | 2 | 66.6 | 0.007575 | 2.89 |
P48962 | ADP/ATP translocase 1 | 9 | 579.2 | 0.017242 | 2.85 |
Q9D6F9 | Tubulin beta-4A chain | 5 | 478.9 | 0.003730 | 2.78 |
Q8R429 | Sarcoplasmic/endoplasmic reticulum calcium ATPase 1 | 39 | 3489.2 | 0.019926 | 2.77 |
P09405 | Nucleolin | 2 | 453.6 | 0.005112 | 2.75 |
P24369 | Peptidyl-prolyl cis-trans isomerase B | 2 | 132.9 | 0.000596 | 2.72 |
P13541 | Myosin-3 | 5 | 425.1 | 0.018031 | 2.71 |
P48036 | Annexin A5 | 8 | 459.7 | 0.003110 | 2.70 |
P29391 | Ferritin light chain 1 | 9 | 652.0 | 0.005573 | 2.68 |
P62874 | Guanine nucleotide-binding protein G(I)/G(S)/G(T) subunit beta-1 | 3 | 178.5 | 0.001344 | 2.67 |
P32261 | Antithrombin-III | 3 | 178.1 | 0.004703 | 2.65 |
P07759 | Serine protease inhibitor A3K | 9 | 716.8 | 0.002934 | 2.64 |
Q7TMM9 | Tubulin beta-2A chain | 10 | 632.2 | 0.001380 | 2.64 |
P47911 | 60S ribosomal protein L6 | 2 | 145.7 | 0.011238 | 2.59 |
Q91X72 | Hemopexin | 13 | 636.3 | 0.016945 | 2.58 |
P14869 | 60S acidic ribosomal protein | 3 | 86.0 | 0.004999 | 2.56 |
Q9JK53 | Prolargin | 5 | 227.2 | 0.005281 | 2.56 |
P48678 | Prelamin-A/C | 25 | 1641.1 | 0.000349 | 2.55 |
Q9CQQ7 | ATP synthase F(0) complex subunit B1, mitochondrial | 5 | 211.7 | 0.003672 | 2.54 |
Q9CZM2 | 60S ribosomal protein L15 | 2 | 104.9 | 0.024828 | 2.51 |
P62962 | Profilin-1 | 4 | 270.9 | 0.015520 | 2.49 |
Q91VI7 | Ribonuclease inhibitor | 7 | 339.1 | 0.013370 | 2.48 |
Q07076 | Annexin A7 | 2 | 120.8 | 0.001600 | 2.46 |
Q8R4E4 | Myozenin-3 | 2 | 100.5 | 0.001180 | 2.45 |
P62141 | Serine/threonine-protein phosphatase PP1-beta catalytic subunit | 2 | 177.1 | 0.001508 | 2.45 |
Q70IV5 | Synemin | 2 | 104.4 | 0.000186 | 2.43 |
P20152 | Vimentin | 15 | 1088.5 | 0.002258 | 2.42 |
P35980 | 60S ribosomal protein L18 | 3 | 154.7 | 0.018170 | 2.41 |
Q62000 | Mimecan | 7 | 497.7 | 0.016065 | 2.41 |
Q60930 | Voltage-dependent anion-selective channel protein 2 | 9 | 649.6 | 0.040913 | 2.36 |
Q8BFR5 | Elongation factor Tu, mitochondrial | 9 | 509.1 | 0.004815 | 2.36 |
Q9WTR5 | Cadherin-13 | 3 | 245.5 | 0.006036 | 2.36 |
P47757 | F-actin-capping protein subunit beta | 2 | 143.1 | 0.003431 | 2.34 |
Q9Z1E4 | Glycogen [starch] synthase, muscle | 4 | 199.6 | 0.019418 | 2.32 |
P97384 | Annexin A11 | 5 | 201.6 | 0.000422 | 2.32 |
P68040 | Guanine nucleotide-binding protein subunit beta-2-like 1 | 6 | 311.8 | 0.000693 | 2.31 |
Q91WD5 | NADH dehydrogenase [ubiquinone] iron-sulfur protein 2, mitochondrial | 8 | 305.4 | 0.001414 | 2.31 |
P47963 | 60S ribosomal protein L13 | 2 | 109.2 | 0.023095 | 2.30 |
P50543 | Protein S100-A11 | 2 | 136.8 | 0.003349 | 2.30 |
Q61425 | Hydroxyacyl-coenzyme A dehydrogenase, mitochondrial | 2 | 115.4 | 0.012822 | 2.29 |
P05213 | Tubulin alpha-1B chain | 2 | 209.9 | 0.016043 | 2.29 |
P68368 | Tubulin alpha-4A chain | 3 | 305.2 | 0.006357 | 2.28 |
Q8BG05 | Heterogeneous nuclear ribonucleoprotein A3 | 2 | 82.4 | 0.040172 | 2.28 |
Q6ZWX6 | Eukaryotic translation initiation factor 2 subunit 1 | 2 | 73.2 | 0.018602 | 2.27 |
A2AAJ9 | Obscurin | 9 | 474.2 | 0.004426 | 2.26 |
P62889 | 60S ribosomal protein L30 | 4 | 279.4 | 0.001887 | 2.26 |
Q9DC69 | NADH dehydrogenase 1 alpha subcomplex subunit 9, mitochondrial | 3 | 184.7 | 0.014362 | 2.26 |
P50544 | Very long-chain specific acyl-CoA dehydrogenase, mitochondrial | 3 | 148.7 | 0.002723 | 2.25 |
P63101 | 14-3-3 protein zeta/delta | 4 | 390.8 | 0.006991 | 2.23 |
Q8BK84 | Dual specificity phosphatase DUPD1 | 2 | 146.8 | 0.004756 | 2.21 |
Q9DB20 | ATP synthase subunit O, mitochondrial | 4 | 277.8 | 0.010221 | 2.18 |
Q3MI48 | Junctional sarcoplasmic reticulum protein 1 | 3 | 145.6 | 0.020961 | 2.17 |
P14824 | Annexin A6 | 5 | 539.1 | 0.003047 | 2.15 |
Q03265 | ATP synthase subunit alpha, mitochondrial | 11 | 778.3 | 0.001158 | 2.10 |
Q9JJZ2 | Tubulin alpha-8 chain | 2 | 68.2 | 0.023642 | 2.10 |
Q60605 | Myosin light polypeptide 6 | 4 | 300.2 | 0.010440 | 2.09 |
Q99JB8 | Protein kinase C and casein kinase II substrate protein 3 | 8 | 439.7 | 1.20E-05 | 2.09 |
P31001 | Desmin | 18 | 1622.8 | 0.001451 | 2.09 |
Q61292 | Laminin subunit beta-2 | 5 | 233.6 | 0.013369 | 2.08 |
P40124 | Adenylyl cyclase-associated protein 1 | 2 | 52.1 | 0.001465 | 2.07 |
Q8VHX6 | Filamin-C | 20 | 1257.4 | 0.038298 | 2.07 |
P51885 | Lumican | 5 | 346.1 | 0.021066 | 2.07 |
Q9CZU6 | Citrate synthase, mitochondrial | 5 | 373.2 | 0.014760 | 2.07 |
O35129 | Prohibitin-2 | 3 | 122.3 | 0.004054 | 2.06 |
Q9DB60 | Prostamide/prostaglandin F synthase | 2 | 48.5 | 0.001144 | 2.05 |
O88342 | WD repeat-containing protein 1 | 3 | 205.6 | 0.004625 | 2.04 |
P14602 | Heat shock protein beta-1 | 6 | 349.6 | 0.002016 | 2.04 |
P14733 | Lamin-B1 | 5 | 244.4 | 0.001897 | 2.03 |
Q60936 | Chaperone activity of bc1 complex-like, mitochondrial | 2 | 98.4 | 0.028276 | 2.02 |
P35979 | 60S ribosomal protein L12 | 3 | 172.6 | 0.020128 | 2.02 |
Q02053 | Ubiquitin-like modifier-activating enzyme 1 | 2 | 170.9 | 0.030810 | 2.01 |
3.1. Label-Free LC-MS/MS Analysis of Decreased Proteins in Total mdx-4cv Muscle Extracts
The most crucial aspect of this report is the mass spectrometric classification of dystrophin (P11531) in whole tissue preparations using comparative proteomics, and the unequivocal identification of this membrane cytoskeletal component as the most significantly reduced protein in crude mdx-4cv skeletal muscle extracts (Table 1). This is a considerable bioanalytical achievement in relation to the biochemical identification of a low-abundance and membrane-associated muscle protein within total tissue homogenates [90]. The skeletal muscle proteome has been extensively catalogued and characterized in its fiber type specific composition by mass spectrometry-based proteomics [91,92,93,94,95]. Although individual members of the large family of dystrophin proteins ranging from approximately 45 to 427 kDa [3] have been described in large-scale proteomic surveys [95], a considerable number of investigations employing comparative proteomics of crude tissue extracts have failed to identify the dystrophin-glycoprotein complex [20]. The reduced density of dystrophin in mdx-4cv muscles, as shown here by label-free mass spectrometric analysis, agrees with the pathobiochemical concept that the drastic reduction in the full-length dystrophin isoform Dp427 is the primary defect in dystrophinopathies [2]. This proteomic finding also supports the results from previous studies that have shown a very low rate of revertant Dp427-positive fibers in the mdx-4cv mouse model of Duchenne muscular dystrophy [50,51,52,53]. In addition to Dp427, another member of the dystrophin-glycoprotein complex that exhibits a drastically reduced concentration in muscular dystrophy was identified by mass spectrometry in total extracts, i.e., the adapter protein α1-syntrophin of 54 kDa (Q61234). This agrees with the previous immunoblot analysis of skeletal muscles from the conventional mdx mouse [96] and biopsy specimens from Duchenne patients [97].
In addition, interesting muscle proteins of reduced density in dystrophin-deficient fibers, that are potentially useful for the establishment of a comprehensive biomarker signature of muscular dystrophy [98], are the Z-line protein myozenin-2 (Q9JJW5), parvalbumin (P32848), myoglobin (P04247), carbonic anhydrase CA3 (P16015), glutathione S-transferase (P15626), and fatty acid binding protein FABP3 (P11404), as listed in Table 1. These changes indicate alterations in α-actinin- and γ-filamin-binding, impaired cytosolic Ca2+-buffering, modified CO2-removal mechanisms and a changed biotransformation capacity, as well as a reduced ability for oxygen transportation and fatty acid utilization. The metabolite transporter FABP3 appears to be a limiting factor of oxidative muscle metabolism [99] and was established as a proteomic biomarker of aerobic capacity in skeletal muscles [100]. The change in FABP3 expression indicates alterations or physiological adaptations in relation to oxidative metabolism in dystrophic fibers. A reduced concentration of contractile and regulatory proteins was shown to occur in the thick filament (myosin light chains MLC2 and MLC3) and the thin filament (tropomyosin alpha-3, troponin TnI), suggesting considerable rearrangements within the contractile apparatus of dystrophic fibers [101].
A recent comparative label-free mass spectrometric analysis of mildly versus severely affected mdx skeletal muscles has revealed a reduced concentration of myoglobin in diaphragm, soleus, extensor digitorum longus, and flexor digitorum brevis muscle, lower levels of parvalbumin in diaphragm, soleus, and flexor digitorum brevis muscle, as well as decreases of myozenin in diaphragm, extensor digitorum longus, and flexor digitorum brevis muscle [102]. This agrees with the evaluation of the mdx-4cv hind limb musculature shown here and suggests that the relatively abundant proteins myoglobin, parvalbumin, and myozenin present suitable biomarker candidates for the general verification of secondary changes in muscular dystrophy.
3.2. Label-Free LC-MS/MS Analysis of Increased Proteins in Total mdx-4cv Muscle Extracts
A large number of muscle-associated proteins were identified to exhibit an increased concentration in Dp427-deficient skeletal muscles. As listed in Table 2, the label-free mass spectrometric analysis of crude tissue extracts from mdx-4cv hind limb muscles revealed drastically elevated levels of components of the extracellular matrix and the cytoskeletal network. These proteome-wide changes suggest both a myofibrosis-related accumulation of collagens and their associated components of the matrisome [20], as well as the compensatory up-regulation of cytoskeletal structures to partially counterbalance the loss of dystrophin [21]. The statistical q-values of the proteins listed in Table 1 and Table 2 are presented in supplementary Table S1.
The most significantly increased protein was identified as myosin-10, which is defined as an unconventional non-muscle type of myosin with specialized cellular functions in cell shape provision, cytokinesis and actin cytoskeletal organization, as well as stabilization of collagen synthesis [103]. Immunoblotting with an antibody to myosin-10 did not result in sufficiently specific labeling of this protein, so this proteomic finding could not be further evaluated by Western blotting (not shown). The increased levels of myosin-9 (Q8VDD5) and myosin-10 (Q61879), also referred to as non-muscle myosin heavy chains NMMHC II-A and II-B, in dystrophic muscle agree with the idea of enhanced cellular proliferation rates and increased synthesis of components of the matrisome in muscular dystrophy [37]. Crucial extracellular matrix proteins with an increased concentration were identified as collagen alpha-1(VI) chain (Q04857), alpha-2(VI) chain (Q02788), and collagen alpha-1(I) chain (P11087), as well as fibronectin (P11276), biglycan (P28653), asporin (Q99MQ4), decorin (P28654), prolargin (Q9JK53), mimecan (Q62000), and lumican (P51885). Fibronectin is an established serum biomarker of X-linked muscular dystrophy [40] and released at high levels into the circulatory system of Duchenne patients [21]. These severe changes in the extracellular matrix strongly suggest that myofibrosis plays a central pathobiochemical role in the molecular pathogenesis of progressive muscular dystrophy [77]. Collagen type IV was previously shown to be drastically increased in diaphragm, flexor digitorum brevis, and interosseus muscles [35,102]. The up-regulated collagen type VI is a major filament-forming collagen of the interstitial matrix that closely interacts with other collagens, fibronectin, biglycan, decorin, and integrins [104]. Hence, the dystrophinopathy-related accumulation of the fibrillar extracellular matrix is clearly associated with the concomitant increase in decorin, asporin, and prolargin, as shown in this report, as well as dermatopontin and the matricellular protein periostin, as previously shown by comparative subproteomic and proteomic studies [35,36,37,49]. Subunits of fibrinogen (Q8VCM7, Q8KOE8) were also identified as being increased in mdx-4cv hind limb muscles, as previously shown to occur in the aged and severely fibrotic mdx diaphragm [35]. This supports the concept that significant myofibrotic changes alter the extracellular environment of dystrophic muscle fibers [80], since fibrinogen affects the transforming growth factor-β/alternative macrophage activation pathway in dystrophin-deficient muscles [105].
The apparent up-regulation of tubulin (Q9ERD7; Q9D6F9; P99024), vinculin (Q64727), talin (P26039, Q71LX4), and vimentin (P20152) suggests a compensatory rebalancing of the weakened cytoskeletal system in Dp427-lacking muscle fibers. The restructuring of intermediate filaments and microtubular networks may stabilize the intracellular matrix in the absence of the sarcolemmal dystrophin lattice during contractile and mechanical strains. Importantly, vimentin was recently identified as being increased in all investigated contractile tissues from the conventional mdx mouse, ranging from mildly to moderately to severely dystrophic skeletal muscles. This study included the comparative proteomic evaluation of interosseus, flexor digitorum brevis, soleus, extensor digitorum longus, and diaphragm muscles [102]. The increased levels of the nuclear envelope protein lamin (isoforms A/C (P48678) and B (P14733)) also agrees with the proteomic evaluation of individual mdx hind limb muscles and the diaphragm [102]. In skeletal muscles, isoforms of annexin are linked to the continued maintenance of the cytoskeletal network and the provision of extracellular matrix integrity [106]. This would agree with the proteomic finding that annexin isoforms A1, A2, A5, A6, A7, and A11 (P10107; P07356; P14824; P48036; Q07076; P97384), which are also majorly involved in Ca2+-handling, are increased in mdx-4cv muscles (Table 2). Annexin isoforms therefore represent universal biomarkers of muscular dystrophy, since they were also shown to be increased in diaphragm, soleus, extensor digitorum longus, interosseus, and flexor digitorum brevis muscles [102]. In addition, the presence of high levels of dysferlin (Q9ESD7) indicates the initiation of sarcolemmal repair mechanisms to counteract micro-rupturing of the deteriorated muscle surface membrane system [107]. A highly elevated protein in dystrophic muscle preparations was identified as the anti-protease molecule named alpha-1-antitrypsin (Q00898, P22599). Since alpha-1-antitrypsin is also involved in anti-inflammatory responses [108], the increased abundance of this protein might be a protective reaction to reduce the pathobiochemical impact of excessive proteolytic degradation and inflammatory damage to dystrophin-deficient fibers. In contrast to the observed increase in non-muscle myosin-9 (Q8VDD5) and myosin-10 (Q61879) and their proposed role in myofibrosis, the elevated levels of the embryonic myosin heavy chain isoforms myosin-3 (P13541) and myosin-8 (Accession No.: P13542; Confidence score: 499.8; Anova (p): 0.013850; Fold change: 8.63; identified by only 1 unique peptide, and therefore not listed in Table 2) has to be interpreted as changes downstream of the cytoskeletal damage pathway within the overall organization of the contractile apparatus. Although perinatal myosin-8 is clearly present in adult skeletal muscles [92], its drastic increase in dystrophic fibers indicates remodelling within dystrophic fibers and/or the increased recruitment of newly differentiated myofibers with a predominant embryonic protein expression pattern. A variety of conventional myosin light chains (P09541, Q8CI43, and Q60605) were shown to be increased in mdx-4cv hind limb muscles, agreeing with the above outlined idea that substantial rearrangements occur within the contractile apparatus of dystrophic fibers [101].
A considerable number of comparative proteomic studies of muscular dystrophy have used gel electrophoretic approaches for large-scale protein separation [20]. These investigations have usually not covered potential changes in extremely high-molecular-mass proteins and/or integral membrane proteins in a comprehensive way [90]. In this report, the application of liquid chromatography and sensitive label-free mass spectrometry has at least partially overcome this bioanalytical problem and successfully identified major metabolic and physiological players involved in the regulation of a variety of cellular processes. This included a large number of mitochondrial proteins and metabolite transporters, such as ADP/ATP translocase, NADH-ubiquinone oxidoreductase, NADH dehydrogenase, Ca2+-binding mitochondrial carrier protein, cytochrome c oxidase, phosphate carrier protein, ATP synthase, citrate synthase, acyl-CoA dehydrogenase, and the voltage-dependent anion-selective channel VDAC2 (Table 2). The mass spectrometric identification of extremely large muscle-associated proteins included obscurin (A2AAJ9), a giant myofibrillar protein of approximately 720 kDa [109], whose molecular dimensions would be too bulky for routine proteomic analysis by two-dimensional gel electrophoresis [90].
Importantly, the mass spectrometric analysis has identified elevated levels of major high-molecular mass proteins involved in the regulation and maintenance of the muscle membrane potential, excitation-contraction coupling and muscle relaxation, such as the Na+/K+-ATPase (Q6PIE5, P14094), the voltage-sensing dihydropyridine receptor (O08532), the ryanodine receptor (E9PZQ0) and the sarcoplasmic reticulum Ca2+-ATPase (Q8R429). The interplay between the l-type Ca2+-channel dihydropyridine receptor of the transverse tubules and the ryanodine receptor RyR1 Ca2+-release channel complex of the triads is responsible for the swift coupling between sarcolemmal depolarization and Ca2+-release to trigger muscle contraction, the Na+/K+-ATPase maintains the resting membrane potential over the sarcolemma, and the fast SERCA1 type Ca2+-ATPase induces muscle relaxation by the re-uptake of Ca2+-ions into the lumen of the sarcoplasmic reticulum [110]. All four proteins exist in high-molecular-mass complexes as integral protein assemblies and exhibit extensive hydrophobic peptide domains. The successful identification of these key physiological regulators demonstrates the improved protein coverage of label-free mass spectrometry as compared to purely gel-based comparative studies [49]. The increased concentration of the ion pumps and ion channels suggests major restructuring within the regulatory pathways of mdx-4cv hind limb muscles. Degenerating and fibrotic skeletal muscles seem to counteract impaired cellular signaling and ion fluxes by the up-regulation of essential voltage sensors, ion release channels and ion pumps to maintain optimum excitation-contraction coupling and stabilize the resting membrane potential over the sarcolemma in dystrophic fibers [111].
3.3. Distribution of Protein Changes in Dystrophic mdx-4cv Hind Limb Muscles
To illustrate the overall distribution of variations in the expression of protein classes and potential interaction patterns between altered proteins, standard bioinformatics analyses of the mass spectrometrically-identified proteins with a changed density in mdx-4cv hind limb muscles were carried out. As shown in the PANTHER analysis of Figure 1 [67,68], the proteomic analysis of crude tissue extracts from dystrophic skeletal muscles revealed the highest number of alterations in the class of cytoskeletal proteins. This agrees with the biomedical fact that X-linked muscular dystrophy is a primary disorder of the membrane cytoskeleton and that the almost complete loss of dystrophin isoform Dp427 triggers massive changes in the overall cytoskeletal network within muscle fibers. This would include secondary reductions of directly and indirectly associated cytoskeletal elements, but also the compensatory up-regulation of stabilizing proteins belonging to the microtubules and intermediate filament systems (Table 1 and Table 2).
A bioinformatics STRING analysis was carried out [69,70] and the resulting interaction map of changed proteins in total muscle extracts from mdx-4cv muscles highlights the central position of Dp427 within the large network of altered protein species. Figures S1 and S2 in the supplementary materials show the interaction patterns between the membrane cytoskeletal change due to dystrophin deficiency and secondary effects on other major protein hubs, such as the extracellular matrix, the contractile apparatus and the intracellular matrix consisting of a variety of interconnecting cytoskeletal systems (Table 1 and Table 2). Protein changes in essential cellular processes that are involved in the excitation-contraction-relaxation cycle, physiological regulation, the uptake and transportation of metabolites, muscle energy metabolism, the extracellular matrix, the cytoskeleton and the stress response appear to majorly affect contractile functions in X-linked muscular dystrophy.
3.4. Verification of Proteomic Changes in Dystrophic mdx-4cv Hind Limb Muscles
In order to independently verify the findings from the proteomic analysis of total tissue extracts from wild-type versus mdx-4cv hind limb muscles, immunofluorescence microscopy and immunoblotting was carried out. The label-free mass spectrometric analysis of crude tissue extracts from mdx-4cv hind limb muscles, presented here, has for the first time identified the full-length Dp427 isoform of the membrane cytoskeletal protein dystrophin in a comparative proteomic study. In contrast to previous mass spectrometric surveys of normal versus dystrophic tissue preparations [20,21], that have not used pre-fractionation methodology or immuno precipitation approaches, this report has enabled the simultaneous evaluation of dystrophin deficiency and secondary downstream changes in the muscle proteome. Figure 2 clearly demonstrates that the mdx-4cv mouse model of X-linked muscular dystrophy exhibits only very few dystrophin-positive revertant fibers [50]. This agrees with the mass spectrometric data presented in Table 1 and the well-established pathobiochemical finding that the almost complete absence of dystrophin is the underlying primary defect in dystrophinopathies [3,72].
The immunoblotting survey shown in Figure 3 outlines the comparative analysis of a select number of key proteomic hits listed in Table 1 and Table 2. For loading controls, a silver-stained protein gel and the unchanged abundance of lactate dehydrogenase is presented in Figure 3a,b. The drastic reduction in the cytosolic Ca2+-binding protein parvalbumin was confirmed by immunoblotting (Figure 3c), as well as the general trend of an increased concentration of the intermediate filament protein desmin, the sarcoplasmic reticulum SERCA1 Ca2+-ATPase, the sarcolemmal Na+/K+-ATPase, the microtubulular protein β-tubulin and annexin isoform ANX2 (Figure 3d–h). The statistical evaluation of the increased abundance of desmin and annexin is shown in Figure 3i,j. These findings are in agreement with the proteomic data presented in this report and verify that X-linked muscular dystrophy is associated with impaired ion homeostasis in the cytosol and luminal compartments in muscle fibers, and the compensatory up-regulation of regulatory and stabilizing proteins of the cytoskeletal network.
Since myofibrosis is an important clinical feature of Duchenne muscular dystrophy [77] and in order to correlate the loss of dystrophin with the dramatic increase in collagen, as demonstrated here by the label-free mass spectrometric analysis of total mdx-4cv skeletal muscle extracts, the molecular fate of collagen isoform COL-VI was evaluated by immunoblotting and immunofluorescence microscopy. Figure 4 clearly demonstrates an increased abundance of this extracellular matrix protein. In contrast to comparable levels of overall protein and lactate dehydrogenase (Figure 4a,b,d), the concentration of collagen is significantly elevated in Dp427-deficient muscle preparations (Figure 4c,e). Immunofluorescence microscopy agreed with this finding and showed considerably increased labeling of collagen in the interstitial space of muscle fibers in transverse cryosections (Figure 4f,g).
4. Conclusions
Although Duchenne muscular dystrophy is a monogenic disorder of the neuromuscular system with defined genetic abnormalities and distinct clinical features, the secondary pathobiochemical changes due to the primary loss of the membrane cytoskeletal protein dystrophin are extremely complex. In the past, comparative proteomic studies using total muscle tissue extracts have greatly helped to improve our general understanding of the molecular pathogenesis of dystrophinopathies, but have mostly focused on alterations downstream of the dystrophin-glycoprotein complex. Here, we have tried to address this issue in the field of muscular dystrophy research by employing sensitive label-free mass spectrometry for the unequivocal identification of the full-length Dp427 isoform of dystrophin in total tissue extracts from hind limb homogenates in a comparative study. Dystrophin was found to be the most significantly reduced protein species in the mdx-4cv animal model of dystrophinopathy. This agrees with the very low rate of dystrophin-positive revertant fibers in mdx-4cv skeletal muscles, as confirmed by immunofluorescence microscopy. Since dystrophin was identified by mass spectrometry, the reduction in the Dp427 isoform could then be directly related to secondary changes in other muscle protein families. Muscular dystrophy was shown to be associated with alterations in contractile proteins, molecular chaperones, metabolite transporters, cell signaling proteins, ion handling proteins, and a variety of enzymes. The identified proteome-wide disturbances reflect the high degree of cellular stress, physiological impairments, and metabolic changes in muscular dystrophy, as well as potential compensatory mechanisms to maintain cytoskeletal stability in Dp427-deficient muscle fibers. Importantly, the simultaneous pathoproteomic evaluation of dystrophin and downstream changes in the mdx-4cv mouse model of Duchenne muscular dystrophy revealed considerable increases in markers of myofibrosis, such as collagens, fibronectin, biglycan, asporin, decorin, prolargin, mimecan, and lumican. This is a crucial proteomic finding, since the progressive accumulation of collagen and associated fibrotic changes directly correlate with the loss in motor function in Duchenne patients. This makes certain collagen isoforms and other proteins of the matrisome excellent biomarker candidates for the improved diagnostic and prognostic evaluation of muscular dystrophy-related myofibrosis. A select group of altered muscle proteins, as identified by label-free mass spectrometry in this report, could form the scientific basis for establishing an improved list of robust and muscle-associated biomarkers of dystrophinopathy. These new indicators of secondary changes in muscular dystrophy may be especially useful for the objective monitoring of new therapeutic approaches, such as stem cell therapy, codon read-through approaches, and exon-skipping therapy.
Acknowledgments
Research was supported by a Hume scholarship from Maynooth University and project grants from the Deutsche Duchenne Stiftung aktion benni & co e.V. and Muscular Dystrophy Ireland. The authors thank Caroline Batchelor for help with LC-MS/MS analysis. The Q-Exactive quantitative mass spectrometer was funded under the SFI Research Infrastructure Call 2012 (SFI-12/RI/2346/3) to Sean Doyle and James Carolan (Maynooth University).
Supplementary Materials
Author Contributions
Sandra Murphy designed and performed the main analytical experiments and the mass spectrometric analysis. Dieter Swandulla and Kay Ohlendieck conceived this collaborative study and provided scientific oversight. Margit Zweyer and Rustam R. Mundegar were involved in the maintenance of the mouse colonies and performed the preparation of tissue samples, as well as histochemical analyses and immunofluorescence microscopy. Michael Henry and Paula Meleady provided the detailed analysis of mass spectrometric data. All authors were involved in interpreting of data, as well as the writing and correcting of the manuscript.
Conflicts of Interest
The authors declare no conflict of interest.
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