Additional file 1. MRM transitions used for the selected proteins analysis. This table shows the selected proteins/peptides for validation and the instrumental parameters used for peptide monitoring. Peptides highlighted in bold were used as the quantitative reference whereas the remaining peptides were used as qualitative references.
To evaluate the therapeutic effects of omega-3 (ω3) fatty acids on retinal degeneration in the ABCA4-/- model of Stargardt disease when the blood level of arachidonic acid (AA)/eicosapentaenoic acid (EPA) ratio is between 1 and 1.5.Eight-month-old mice were allocated to three groups: wild type (129S1), ABCA4-/- untreated, and ABCA4-/- ω3 treated. ω3 treatment lasted 3 months and comprised daily gavage administration of EPA and docosahexaenoic acid (DHA). Blood and retinal fatty acid analysis was performed using gas chromatography to adjust the blood AA/EPA ∼1 to 1.5. Eyecups were histologically examined using transmission electron microscopy and confocal microscopy to evaluate lipofuscin granules and the photoreceptor layer. Retinal N-retinylidene-N-retinylethanolamine (A2E), a major component of retinal pigment epithelium lipofuscin, was quantified using liquid chromatography and tandem mass spectrometry, in addition to retinal proteomic analysis to determine changes in inflammatory proteins.EPA levels increased and AA levels decreased in the blood and retinas of the treatment group. Significantly less A2E and lipofuscin granules were observed in the treatment group. The thickness of the outer nuclear layer was significantly greater in the treatment group (75.66 ± 4.80 μm) than in the wild-type (61.40 ± 1.84 μm) or untreated ABCA4-/- (56.50 ± 3.24 μm) groups. Proteomic analysis indicated lower levels of complement component 3 (C3) in the treatment group, indicative of lower complement-induced inflammatory response.Three months of ω3 supplementation (AA/EPA ∼1-1.5) reduces A2E levels, lipofuscin granules, and C3 levels in the ABCA4-/- mouse model of Stargardt disease, consistent with slowing of the disease.
Ubiquitin (Ub) is able to form polymeric isopeptide‐linked chains through condensation of any of its seven lysine (Lys) residues with the C‐terminus of an adjacent Ub monomer. Electrospray ionisation mass spectrometry (ESI‐MS) of commercial in vitro‐generated Lys48‐linked di‐Ub (Lys48‐Ub 2 ) revealed a major population of cyclised dimer. The absence of a free C‐terminus in this population was confirmed by an inability to bind the zinc finger ubiquitin‐binding domain (ZnF‐UBP) of USP5/isopeptidase‐T. Endogenous Ub 2 purified from skeletal muscle and cultured mammalian cells was found to contain cyclic Lys48‐Ub 2 , demonstrating that cyclisation of poly‐Ub can also occur in vivo.
Systems Bioinformatics is a relatively new approach, which lies in the intersection of systems biology and classical bioinformatics. It focuses on integrating information across different levels using a bottom-up approach as in systems biology with a data-driven top-down approach as in bioinformatics. The advent of omics technologies has provided the stepping-stone for the emergence of Systems Bioinformatics. These technologies provide a spectrum of information ranging from genomics, transcriptomics and proteomics to epigenomics, pharmacogenomics, metagenomics and metabolomics. Systems Bioinformatics is the framework in which systems approaches are applied to such data, setting the level of resolution as well as the boundary of the system of interest and studying the emerging properties of the system as a whole rather than the sum of the properties derived from the system's individual components. A key approach in Systems Bioinformatics is the construction of multiple networks representing each level of the omics spectrum and their integration in a layered network that exchanges information within and between layers. Here, we provide evidence on how Systems Bioinformatics enhances computational therapeutics and diagnostics, hence paving the way to precision medicine. The aim of this review is to familiarize the reader with the emerging field of Systems Bioinformatics and to provide a comprehensive overview of its current state-of-the-art methods and technologies. Moreover, we provide examples of success stories and case studies that utilize such methods and tools to significantly advance research in the fields of systems biology and systems medicine.
Myotonic dystrophy type 1 (DM1) is a dominantly inherited, multisystemic disorder characterized clinically by delayed muscle relaxation and weakness. The disease is caused by a CTG repeat expansion in the 3′ untranslated region (3′ UTR) of the DMPK gene, which leads to the expression of a toxic gain-of-function mRNA. The expanded CUG repeat mRNA sequesters the MBNL1 splicing regulator in nuclear-retained foci structures, resulting in loss of protein function and disruption of alternative splicing homeostasis. In this study, we used CAG repeat antisense oligonucleotides (ASOs), composed of locked nucleic acid (LNA)- and 2′-O-methyl (2′OMe)-modified bases in a chimeric design, to alleviate CUGexpanded-mediated toxicity. Chimeric 14–18mer LNA/2′OMe oligonucleotides, exhibiting an LNA incorporation of ∼33%, significantly ameliorated the misregulated alternative splicing of Mbnl1-dependent exons in primary DM1 mouse myoblasts and tibialis anterior muscles of DM1 mice. Subcutaneous delivery of 14mer and 18mer LNA/2′OMe chimeras in DM1 mice resulted in high levels of accumulation in all tested skeletal muscles, as well as in the diaphragm and heart tissue. Despite the efficient delivery, chimeric LNA/2′OMe oligonucleotides were not able, even at a high-dosage regimen (400 mg/kg/week), to correct the misregulated splicing of Serca1 exon 22 in skeletal muscles. Nevertheless, oligonucleotide doses were well-tolerated as determined by histological and plasma biochemistry analyses. Our results provide proof of concept that inhibition of MBNL1 sequestration by systemic delivery of a steric-blocking ASO is extremely challenging, considering the large number of target sites that need to be occupied per RNA molecule. Although not suitable for DM1 therapy, chimeric LNA/2′OMe oligonucleotides could prove to be highly beneficial for other diseases, such as Duchenne muscular dystrophy, that require inhibition of a single target site per RNA molecule.