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1.
Sci Data ; 10(1): 361, 2023 06 06.
Article in English | MEDLINE | ID: mdl-37280226

ABSTRACT

While the amount of studies involving single-cell or single-nucleus RNA-sequencing technologies grows exponentially within the biomedical research area, the kidney field requires reference transcriptomic signatures to allocate each cluster its matching cell type. The present meta-analysis of 39 previously published datasets, from 7 independent studies, involving healthy human adult kidney samples, offers a set of 24 distinct consensus kidney cell type signatures. The use of these signatures may help to assure the reliability of cell type identification in future studies involving single-cell and single-nucleus transcriptomics while improving the reproducibility in cell type allocation.


Subject(s)
Kidney , Transcriptome , Adult , Humans , Gene Expression Profiling , Reproducibility of Results , Single-Cell Gene Expression Analysis , Datasets as Topic
2.
Proc Natl Acad Sci U S A ; 119(18): e2115960119, 2022 05 03.
Article in English | MEDLINE | ID: mdl-35482924

ABSTRACT

Nephronophthisis (NPH) is an autosomal recessive tubulointerstitial nephropathy belonging to the ciliopathy disorders and known as the most common cause of hereditary end-stage renal disease in children. Yet, no curative treatment is available. The major gene, NPHP1, encodes a protein playing key functions at the primary cilium and cellular junctions. Using a medium-throughput drug-screen in NPHP1 knockdown cells, we identified 51 Food and Drug Administration-approved compounds by their ability to alleviate the cellular phenotypes associated with the loss of NPHP1; 11 compounds were further selected for their physicochemical properties. Among those compounds, prostaglandin E1 (PGE1) rescued ciliogenesis defects in immortalized patient NPHP1 urine-derived renal tubular cells, and improved ciliary and kidney phenotypes in our NPH zebrafish and Nphp1 knockout mouse models. Furthermore, Taprenepag, a nonprostanoid prostaglandin E2 receptor agonist, alleviated the severe retinopathy observed in Nphp1−/− mice. Finally, comparative transcriptomics allowed identification of key signaling pathways downstream PGE1, including cell cycle progression, extracellular matrix, adhesion, or actin cytoskeleton organization. In conclusion, using in vitro and in vivo models, we showed that prostaglandin E2 receptor agonists can ameliorate several of the pleotropic phenotypes caused by the absence of NPHP1; this opens their potential as a first therapeutic option for juvenile NPH-associated ciliopathies.


Subject(s)
Ciliopathies , Polycystic Kidney Diseases , Animals , Cilia/metabolism , Ciliopathies/drug therapy , Ciliopathies/genetics , Ciliopathies/metabolism , Female , Humans , Kidney Diseases, Cystic/congenital , Male , Mice , Polycystic Kidney Diseases/metabolism , Prostaglandins/metabolism , Receptors, Prostaglandin E/metabolism , Zebrafish
4.
J Mol Neurosci ; 62(2): 244-254, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28540642

ABSTRACT

Parkinson's disease (PD) diagnosis is based on the assessment of motor symptoms, which manifest when more than 50% of dopaminergic neurons are degenerated. To date, no validated biomarkers are available for the diagnosis of PD. The aims of the present study are to evaluate whether plasma and white blood cells (WBCs) are interchangeable biomarker sources and to identify circulating plasma-based microRNA (miRNA) biomarkers for an early detection of PD. We profiled plasma miRNA levels in 99 L-dopa-treated PD patients from two independent data collections, in ten drug-naïve PD patients, and in unaffected controls matched by sex and age. We evaluated expression levels by reverse transcription and quantitative real-time PCR (RT-qPCR) and combined the results from treated PD patients using a fixed effect inverse-variance weighted meta-analysis. We revealed different expression profiles comparing plasma and WBCs and drug-naïve and L-dopa-treated PD patients. We observed an upregulation trend for miR-30a-5p in L-dopa-treated PD patients and investigated candidate target genes by integrated in silico analyses. We could not analyse miR-29b-3p, normally expressed in WBCs, due to the very low expression in plasma. We observed different expression profiles in WBCs and plasma, suggesting that they are both suitable but not interchangeable peripheral sources for biomarkers. We revealed miR-30a-5p as a potential biomarker for PD in plasma. In silico analyses suggest that miR-30a-5p might have a regulatory role in mitochondrial dynamics and autophagy. Further investigations are needed to confirm miR-30a-5p deregulation and targets and to investigate the influence of L-dopa treatment on miRNA expression levels.


Subject(s)
Leukocytes/metabolism , MicroRNAs/genetics , Parkinson Disease/blood , Antiparkinson Agents/therapeutic use , Biomarkers/blood , Female , Humans , Levodopa/therapeutic use , Male , MicroRNAs/blood , MicroRNAs/metabolism , Parkinson Disease/drug therapy
5.
Hum Mol Genet ; 26(13): 2412-2425, 2017 07 01.
Article in English | MEDLINE | ID: mdl-28379402

ABSTRACT

Mutations in the Parkin gene (PARK2) have been linked to a recessive form of Parkinson's disease (PD) characterized by the loss of dopaminergic neurons in the substantia nigra. Deficiencies of mitochondrial respiratory chain complex I activity have been observed in the substantia nigra of PD patients, and loss of Parkin results in the reduction of complex I activity shown in various cell and animal models. Using co-immunoprecipitation and proximity ligation assays on endogenous proteins, we demonstrate that Parkin interacts with mitochondrial Stomatin-like protein 2 (SLP-2), which also binds the mitochondrial lipid cardiolipin and functions in the assembly of respiratory chain proteins. SH-SY5Y cells with a stable knockdown of Parkin or SLP-2, as well as induced pluripotent stem cell-derived neurons from Parkin mutation carriers, showed decreased complex I activity and altered mitochondrial network morphology. Importantly, induced expression of SLP-2 corrected for these mitochondrial alterations caused by reduced Parkin function in these cells. In-vivo Drosophila studies showed a genetic interaction of Parkin and SLP-2, and further, tissue-specific or global overexpression of SLP-2 transgenes rescued parkin mutant phenotypes, in particular loss of dopaminergic neurons, mitochondrial network structure, reduced ATP production, and flight and motor dysfunction. The physical and genetic interaction between Parkin and SLP-2 and the compensatory potential of SLP-2 suggest a functional epistatic relationship to Parkin and a protective role of SLP-2 in neurons. This finding places further emphasis on the significance of Parkin for the maintenance of mitochondrial function in neurons and provides a novel target for therapeutic strategies.


Subject(s)
Blood Proteins/metabolism , Membrane Proteins/metabolism , Ubiquitin-Protein Ligases/metabolism , Aged , Animals , Cell Culture Techniques , Cell Line, Tumor , Dopaminergic Neurons/metabolism , Drosophila Proteins/metabolism , Drosophila melanogaster/genetics , Electron Transport Complex I/metabolism , Female , Humans , Induced Pluripotent Stem Cells/metabolism , Male , Middle Aged , Mitochondria/metabolism , Mutation , Neurons/metabolism , Parkinson Disease/genetics , Substantia Nigra/metabolism
6.
Neurology ; 84(7): 645-53, 2015 Feb 17.
Article in English | MEDLINE | ID: mdl-25596505

ABSTRACT

OBJECTIVE: The aims of the present study were to profile the expression of several candidate microRNAs (miRNAs) in blood from L-dopa-treated and drug-naive patients with Parkinson disease (PD) vs unaffected controls and to interpret the miRNA expression data in a biological context. METHODS: We analyzed RNAs from peripheral blood of 36 L-dopa-treated, 10 drug-naive patients with PD and unaffected controls matched 1:1 by sex and age. We evaluated expression by reverse transcription-quantitative real-time PCR, and we analyzed data using a 2-tailed paired t test. To detect miRNA targets, several miRNA resources were combined to generate an overall score for each candidate gene using weighted rank aggregation. RESULTS: Significant overexpression of miR-103a-3p (p < 0.0001), miR-30b-5p (p = 0.002), and miR-29a-3p (p = 0.005) in treated patients with PD was observed, and promising candidate target genes for these were revealed by an integrated in silico analysis. CONCLUSIONS: We revealed 3 candidate biomarkers for PD. miRNAs 30b-5p and 29a-3p replicated a documented deregulation in PD albeit opposite to published data, while for miR-103a-3p, we demonstrated for the first time an overexpression in treated patients with PD. Expression studies in patients and/or in isolated peripheral blood mononuclear cells before and after L-dopa administration are necessary to define the involvement of L-dopa treatment in the observed overexpression. Our in silico analysis to prioritize targets of deregulated miRNAs identified candidate target genes, including genes related to neurodegeneration and PD. Despite the preliminary character of our study, the results provide a rationale for further clarifying the role of the identified miRNAs in the pathogenesis of PD and for validating their diagnostic potential.


Subject(s)
Antiparkinson Agents/therapeutic use , Levodopa/therapeutic use , MicroRNAs/blood , Parkinson Disease/blood , Aged , Biomarkers, Pharmacological/blood , Computer Simulation , Female , Humans , Male , Parkinson Disease/drug therapy , Real-Time Polymerase Chain Reaction
7.
BMC Res Notes ; 7: 715, 2014 Oct 10.
Article in English | MEDLINE | ID: mdl-25304816

ABSTRACT

BACKGROUND: Research on microRNAs (miRNAs) is becoming an increasingly attractive field, as these small RNA molecules are involved in several physiological functions and diseases. To date, only few studies have assessed the expression of blood miRNAs related to Parkinson's disease (PD) using microarray and quantitative real-time PCR (qRT-PCR). Measuring miRNA expression involves normalization of qRT-PCR data using endogenous reference genes for calibration, but their choice remains a delicate problem with serious impact on the resulting expression levels. The aim of the present study was to evaluate the suitability of a set of commonly used small RNAs as normalizers and to identify which of these miRNAs might be considered reliable reference genes in qRT-PCR expression analyses on PD blood samples. RESULTS: Commonly used reference genes snoRNA RNU24, snRNA RNU6B, snoRNA Z30 and miR-103a-3p were selected from the literature. We then analyzed the effect of using these genes as reference, alone or in any possible combination, on the measured expression levels of the target genes miR-30b-5p and miR-29a-3p, which have been previously reported to be deregulated in PD blood samples. CONCLUSIONS: We identified RNU24 and Z30 as a reliable and stable pair of reference genes in PD blood samples.


Subject(s)
Gene Expression Profiling/standards , MicroRNAs/blood , Parkinson Disease/blood , Parkinson Disease/genetics , Algorithms , Calibration , Case-Control Studies , Databases, Genetic , Gene Expression Profiling/methods , Genetic Markers , Humans , Oligonucleotide Array Sequence Analysis/standards , Predictive Value of Tests , Real-Time Polymerase Chain Reaction/standards , Reference Standards , Reproducibility of Results
8.
PLoS One ; 8(11): e78648, 2013.
Article in English | MEDLINE | ID: mdl-24244333

ABSTRACT

Parkinson's disease (PD) is a progressive neurodegenerative disorder affecting approximately 1-2% of the general population over age 60. It is characterized by a rather selective loss of dopaminergic neurons in the substantia nigra and the presence of α-synuclein-enriched Lewy body inclusions. Mutations in the Parkin gene (PARK2) are the major cause of autosomal recessive early-onset parkinsonism. The Parkin protein is an E3 ubiquitin ligase with various cellular functions, including the induction of mitophagy upon mitochondrial depolarizaton, but the full repertoire of Parkin-binding proteins remains poorly defined. Here we employed tandem affinity purification interaction screens with subsequent mass spectrometry to profile binding partners of Parkin. Using this approach for two different cell types (HEK293T and SH-SY5Y neuronal cells), we identified a total of 203 candidate Parkin-binding proteins. For the candidate proteins and the proteins known to cause heritable forms of parkinsonism, protein-protein interaction data were derived from public databases, and the associated biological processes and pathways were analyzed and compared. Functional similarity between the candidates and the proteins involved in monogenic parkinsonism was investigated, and additional confirmatory evidence was obtained using published genetic interaction data from Drosophila melanogaster. Based on the results of the different analyses, a prioritization score was assigned to each candidate Parkin-binding protein. Two of the top ranking candidates were tested by co-immunoprecipitation, and interaction to Parkin was confirmed for one of them. New candidates for involvement in cell death processes, protein folding, the fission/fusion machinery, and the mitophagy pathway were identified, which provide a resource for further elucidating Parkin function.


Subject(s)
Nerve Tissue Proteins/metabolism , Parkinson Disease/metabolism , Ubiquitin-Protein Ligases/metabolism , Animals , Cell Line, Tumor , Drosophila Proteins/genetics , Drosophila Proteins/isolation & purification , Drosophila Proteins/metabolism , Drosophila melanogaster , Humans , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/isolation & purification , Parkinson Disease/genetics , Protein Binding , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/isolation & purification
10.
J Mol Neurosci ; 49(3): 600-5, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23054586

ABSTRACT

Restless legs syndrome (RLS) is a sleep-related movement disorder that affects up to 15 % of the population. Linkage studies have identified several genomic loci in single families (12q, 14q, 9p, 2q, 20p and 16p, respectively). However, confirmation of these loci has not always been achieved, and causative mutations have not yet been identified. The locus on chromosome 2q33 (RLS4) was identified in two South Tyrolean families who shared a haplotype of microsatellite marker alleles across an 8.2-cM region. To pinpoint the gene localisation within RLS4, additional families from the same geographic region were evaluated, and linkage was replicated in one family. Within the candidate region, we initially found a haplotype of 23 single nucleotide polymorphism markers spanning 131.6 Kb shared by all affected members of the three linked families. Using a next generation sequencing approach, we further restricted the shared candidate region to 46.9 Kb over the potassium channel-related gene KCTD18 and exons 10-13 of SPATS2L.


Subject(s)
Chromosomes, Human, Pair 2/genetics , Haplotypes/genetics , Polymorphism, Single Nucleotide/genetics , Potassium Channels/genetics , Proteins/genetics , Restless Legs Syndrome/genetics , Chromosome Mapping , Comparative Genomic Hybridization , Exons/genetics , Female , Genetic Markers , Humans , INDEL Mutation , Lod Score , Male , Microsatellite Repeats , Pedigree , Sequence Analysis, DNA
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