92 results on '"Szklarczyk, R."'
Search Results
2. How to deal with oxygen radicals stemming from mitochondrial fatty acid oxidation
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Speijer, D., Manjeri, G. R., and Szklarczyk, R.
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- 2014
3. Pathogenic neurofibromatosis type 1 (NF1) RNA splicing resolved by targeted RNAseq
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CMM Groep Cuppen, MS Urologische Oncologie, Cancer, Genetica, Genetica Klinische Genetica, Child Health, Psychosociale zorg patientenzorg, Other research (not in main researchprogram), Koster, R., Brandão, R. D., Tserpelis, D., van Roozendaal, C. E.P., van Oosterhoud, C. N., Claes, K. B.M., Paulussen, A. D.C., Sinnema, M., Vreeburg, M., van der Schoot, V., Stumpel, C. T.R.M., Broen, M. P.G., Spruijt, L., Jongmans, M. C.J., Lesnik Oberstein, S. A.J., Plomp, A. S., Misra-Isrie, M., Duijkers, F. A., Louwers, M. J., Szklarczyk, R., Derks, K. W.J., Brunner, H. G., van den Wijngaard, A., van Geel, M., Blok, M. J., CMM Groep Cuppen, MS Urologische Oncologie, Cancer, Genetica, Genetica Klinische Genetica, Child Health, Psychosociale zorg patientenzorg, Other research (not in main researchprogram), Koster, R., Brandão, R. D., Tserpelis, D., van Roozendaal, C. E.P., van Oosterhoud, C. N., Claes, K. B.M., Paulussen, A. D.C., Sinnema, M., Vreeburg, M., van der Schoot, V., Stumpel, C. T.R.M., Broen, M. P.G., Spruijt, L., Jongmans, M. C.J., Lesnik Oberstein, S. A.J., Plomp, A. S., Misra-Isrie, M., Duijkers, F. A., Louwers, M. J., Szklarczyk, R., Derks, K. W.J., Brunner, H. G., van den Wijngaard, A., van Geel, M., and Blok, M. J.
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- 2021
4. Pathogenic Neurofibromatosis type 1 (NF1) RNA splicing resolved by targeted RNAseq
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Koster, R., primary, Brandão, R.D., additional, Tserpelis, D., additional, van Roozendaal, C.E.P., additional, van Oosterhoud, C.N., additional, Claes, K.B.M., additional, Paulussen, A.D.C., additional, Sinnema, M., additional, Vreeburg, M., additional, van der Schoot, V., additional, Stumpel, C.T.R.M., additional, Broen, M.P.G., additional, Spruijt, L., additional, Jongmans, M.C.J., additional, Oberstein, S.A.J. Lesnik, additional, Plomp, A.S., additional, Misra-Isrie, M., additional, Duijkers, F.A., additional, Louwers, M.J., additional, Szklarczyk, R., additional, Derks, K.W.J., additional, Brunner, H.G., additional, van den Wijngaard, A., additional, van Geel, M., additional, and Blok, M.J., additional
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- 2021
- Full Text
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5. Mutations in PDLIM5 are rare in dilated cardiomyopathy but are emerging as potential disease modifiers
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Verdonschot, J.A.J., Robinson, E.L., James, K.N., Mohamed, M.W., Claes, G.R., Casas, K., Vanhoutte, E.K., Hazebroek, M.R., Kringlen, G., Pasierb, M.M., Wijngaard, A. van den, Glatz, J.F.C., Heymans, S.R.B., Krapels, I.P.C., Nahas, S., Brunner, H.G., Szklarczyk, R., Verdonschot, J.A.J., Robinson, E.L., James, K.N., Mohamed, M.W., Claes, G.R., Casas, K., Vanhoutte, E.K., Hazebroek, M.R., Kringlen, G., Pasierb, M.M., Wijngaard, A. van den, Glatz, J.F.C., Heymans, S.R.B., Krapels, I.P.C., Nahas, S., Brunner, H.G., and Szklarczyk, R.
- Abstract
Contains fulltext : 218297.pdf (publisher's version ) (Open Access), BACKGROUND: A causal genetic mutation is found in 40% of families with dilated cardiomyopathy (DCM), leaving a large percentage of families genetically unsolved. This prevents adequate counseling and clear recommendations in these families. We aim to identify novel genes or modifiers associated with DCM. METHODS: We performed computational ranking of human genes based on coexpression with a predefined set of genes known to be associated with DCM, which allowed us to prioritize gene candidates for their likelihood of being involved in DCM. Top candidates will be checked for variants in the available whole-exome sequencing data of 142 DCM patients. RNA was isolated from cardiac biopsies to investigate gene expression. RESULTS: PDLIM5 was classified as the top candidate. An interesting heterozygous variant (189_190delinsGG) was found in a DCM patient with a known pathogenic truncating TTN-variant. The PDLIM5 loss-of-function (LoF) variant affected all cardiac-specific isoforms of PDLIM5 and no LoF variants were detected in the same region in a control cohort of 26,000 individuals. RNA expression of PDLIM5 and its direct interactors (MYOT, LDB3, and MYOZ2) was increased in cardiac tissue of this patient, indicating a possible compensatory mechanism. The PDLIM5 variant cosegregated with the TTN-variant and the phenotype, leading to a high disease penetrance in this family. A second patient was an infant with a homozygous 10 kb-deletion of exon 2 in PDLIM5 resulting in early-onset cardiac disease, showing the importance of PDLIM5 in cardiac function. CONCLUSIONS: Heterozygous PDLIM5 variants are rare and therefore will not have a major contribution in DCM. Although they likely play a role in disease development as this gene plays a major role in contracting cardiomyocytes and homozygous variants lead to early-onset cardiac disease. Other environmental and/or genetic factors are probably necessary to unveil the cardiac phenotype in PDLIM5 mutation carriers.
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- 2020
6. Network topology of NaV1.7 mutations in sodium channel-related painful disorders
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Kapetis D, Sassone J, Yang Y, Galbardi B, Mn, Xenakis, Rl, Westra, Szklarczyk R, Lindsey P, Cg, Faber, Gerrits M, Is, Merkies, Sd, Dib-Hajj, Massimo Mantegazza, Sg, Waxman, Lauria G, Propane, Study Group, Promovendi MHN, Genetica & Celbiologie, RS: MHeNs - R3 - Neuroscience, DKE Scientific staff, RS: FSE MaCSBio, RS: FSE DACS BMI, MUMC+: DA KG Lab Centraal Lab (9), Klinische Genetica, RS: GROW - R4 - Reproductive and Perinatal Medicine, Complexe Genetica, RS: CARIM - R2.10 - Mitochondrial disease, MUMC+: MA Med Staf Spec Neurologie (9), RS: MHeNs - R1 - Cognitive Neuropsychiatry and Clinical Neuroscience, Klinische Neurowetenschappen, RS: FHML MaCSBio, Kapetis, D, Sassone, J, Yang, Y, Galbardi, B, Xenakis, Mn, Westra, Rl, Szklarczyk, R, Lindsey, P, Faber, Cg., Gerrits, M, Merkies, Isj, Sulayman, D, Mantegazza, M, Waxman, Sg, Lauria, G, and on behalf of thePROPANE Study Group
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Models, Molecular ,0301 basic medicine ,MOLECULAR-DYNAMICS SIMULATIONS ,Protein Conformation ,SLOW-INACTIVATION ,TRANSFER-RNA SYNTHETASE ,Bioinformatics ,medicine.disease_cause ,Neuropathic pain ,0302 clinical medicine ,Protein structure ,Structural Biology ,Protein Interaction Mapping ,OF-FUNCTION MUTATIONS ,PRIMARY ERYTHERMALGIA ,Structural modeling ,Genetics ,Mutation ,Chemistry ,Sodium channel ,Applied Mathematics ,NAV1.7 Voltage-Gated Sodium Channel ,Computer Science Applications1707 Computer Vision and Pattern Recognition ,ELECTROPHYSIOLOGICAL PROPERTIES ,Computer Science Applications ,Modeling and Simulation ,Network analysis ,STRUCTURE PREDICTION ,RESPONSIVE ERYTHROMELALGIA ,Research Article ,Pain ,Mutagenesis (molecular biology technique) ,Single-nucleotide polymorphism ,Polymorphism, Single Nucleotide ,03 medical and health sciences ,Erythromelalgia ,Modelling and Simulation ,Paroxysmal extreme pain disorder ,medicine ,Journal Article ,Humans ,Molecular Biology ,NA(V)1.7 MUTATION ,Computational Biology ,Network analysi ,medicine.disease ,030104 developmental biology ,Mutagenesis ,NAV1 ,NEURON HYPEREXCITABILITY ,030217 neurology & neurosurgery - Abstract
Gain-of-function mutations in SCN9A gene that encodes the voltage-gated sodium channel NaV1.7 have been associated with a wide spectrum of painful syndromes in humans including inherited erythromelalgia, paroxysmal extreme pain disorder and small fibre neuropathy. These mutations change the biophysical properties of NaV1.7 channels leading to hyperexcitability of dorsal root ganglion nociceptors and pain symptoms. There is a need for better understanding of how gain-of-function mutations alter the atomic structure of Nav1.7. We used homology modeling to build an atomic model of NaV1.7 and a network-based theoretical approach, which can predict interatomic interactions and connectivity arrangements, to investigate how pain-related NaV1.7 mutations may alter specific interatomic bonds and cause connectivity rearrangement, compared to benign variants and polymorphisms. For each amino acid substitution, we calculated the topological parameters betweenness centrality (B ct ), degree (D), clustering coefficient (CC ct ), closeness (C ct ), and eccentricity (E ct ), and calculated their variation (Δ value = mutant value -WT value ). Pathogenic NaV1.7 mutations showed significantly higher variation of |ΔB ct | compared to benign variants and polymorphisms. Using the cut-off value ±0.26 calculated by receiver operating curve analysis, we found that ΔB ct correctly differentiated pathogenic NaV1.7 mutations from variants not causing biophysical abnormalities (nABN) and homologous SNPs (hSNPs) with 76% sensitivity and 83% specificity. Our in-silico analyses predict that pain-related pathogenic NaV1.7 mutations may affect the network topological properties of the protein and suggest |ΔB ct | value as a potential in-silico marker.
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- 2017
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7. CiliaCarta: An integrated and validated compendium of ciliary genes
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Dam, T.J.P. van, Kennedy, J., Lee, R. van der, Vrieze, E. de, Wunderlich, K.A., Rix, S., Dougherty, G.W., Lambacher, N.J., Li, C., Jensen, V.L., Leroux, M.R., Hjeij, R., Horn, N., Texier, Y., Wissinger, Y., Reeuwijk, J. van, Wheway, G., Knapp, B., Scheel, J.F., Franco, B., Mans, D.A., WIjk, E. van, Kepes, F., Slaats, G.G., Toedt, G., Kremer, H., Omran, H., Szymanska, K., Koutroumpas, K., Ueffing, M., Nguyen, T.T.M., Letteboer, S.J.F., Oud, M.M., Beersum, S.E.C. van, Schmidts, M., Beales, P.L., Lu, Q., Giles, R.H., Szklarczyk, R., Russell, R.B., Gibson, T.J., Johnson, C.A., Blacque, O.E., Wolfrum, U., Boldt, K., Roepman, R., Hernandez-Hernandez, V., Huynen, M.A., Dam, T.J.P. van, Kennedy, J., Lee, R. van der, Vrieze, E. de, Wunderlich, K.A., Rix, S., Dougherty, G.W., Lambacher, N.J., Li, C., Jensen, V.L., Leroux, M.R., Hjeij, R., Horn, N., Texier, Y., Wissinger, Y., Reeuwijk, J. van, Wheway, G., Knapp, B., Scheel, J.F., Franco, B., Mans, D.A., WIjk, E. van, Kepes, F., Slaats, G.G., Toedt, G., Kremer, H., Omran, H., Szymanska, K., Koutroumpas, K., Ueffing, M., Nguyen, T.T.M., Letteboer, S.J.F., Oud, M.M., Beersum, S.E.C. van, Schmidts, M., Beales, P.L., Lu, Q., Giles, R.H., Szklarczyk, R., Russell, R.B., Gibson, T.J., Johnson, C.A., Blacque, O.E., Wolfrum, U., Boldt, K., Roepman, R., Hernandez-Hernandez, V., and Huynen, M.A.
- Abstract
Contains fulltext : 204265.pdf (publisher's version ) (Open Access), The cilium is an essential organelle at the surface of mammalian cells whose dysfunction causes a wide range of genetic diseases collectively called ciliopathies. The current rate at which new ciliopathy genes are identified suggests that many ciliary components remain undiscovered. We generated and rigorously analyzed genomic, proteomic, transcriptomic and evolutionary data and systematically integrated these using Bayesian statistics into a predictive score for ciliary function. This resulted in 285 candidate ciliary genes. We generated independent experimental evidence of ciliary associations for 24 out of 36 analyzed candidate proteins using multiple cell and animal model systems (mouse, zebrafish and nematode) and techniques. For example, we show that OSCP1, which has previously been implicated in two distinct non-ciliary processes, causes ciliogenic and ciliopathy-associated tissue phenotypes when depleted in zebrafish. The candidate list forms the basis of CiliaCarta, a comprehensive ciliary compendium covering 956 genes. The resource can be used to objectively prioritize candidate genes in whole exome or genome sequencing of ciliopathy patients and can be accessed at http://bioinformatics.bio.uu.nl/john/syscilia/ciliacarta/.
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- 2019
8. Whole exome sequencing is the preferred strategy to identify the genetic defect in patients with a probable or possible mitochondrial cause
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Theunissen, T.E.J. (Tom E.J.), Nguyen, M. (Minh), Kamps, R. (Rick), Hendrickx, A. (Alexandra), Sallevelt, S.C.E.H. (Suzanne), Gottschalk, R.W.H. (Ralph W.H.), Calis, C. (Chantal), Stassen, A.P.M. (Alphons P.M.), De Koning, B. (Bart), Mulder-Den Hartog, E.N.M. (Elvira N.M.), Schoonderwoerd, K. (Kees), Fuchs, S.A. (Sabine A.), Hilhorst-Hofstee, Y. (Yvonne), Visser, M. (Marianne) de, Vanoevelen, J. (Jo), Szklarczyk, R. (Radek), Gerards, M. (Mike), Coo, I.F.M. (René) de, Hellebrekers, D.M.E.I. (Debby), Smeets, H.J.M. (Hubert), Theunissen, T.E.J. (Tom E.J.), Nguyen, M. (Minh), Kamps, R. (Rick), Hendrickx, A. (Alexandra), Sallevelt, S.C.E.H. (Suzanne), Gottschalk, R.W.H. (Ralph W.H.), Calis, C. (Chantal), Stassen, A.P.M. (Alphons P.M.), De Koning, B. (Bart), Mulder-Den Hartog, E.N.M. (Elvira N.M.), Schoonderwoerd, K. (Kees), Fuchs, S.A. (Sabine A.), Hilhorst-Hofstee, Y. (Yvonne), Visser, M. (Marianne) de, Vanoevelen, J. (Jo), Szklarczyk, R. (Radek), Gerards, M. (Mike), Coo, I.F.M. (René) de, Hellebrekers, D.M.E.I. (Debby), and Smeets, H.J.M. (Hubert)
- Abstract
Mitochondrial disorders, characterized by clinical symptoms and/or OXPHOS deficiencies, are caused by pathogenic variants in mitochondrial genes. However, pathogenic variants in some of these genes can lead to clinical manifestations which overlap with other neuromuscular diseases, which can be caused by pathogenic variants in non-mitochondrial genes as well. Mitochondrial pathogenic variants can be found in the mitochondrial DNA (mtDNA) or in any of the 1,500 nuclear genes with a mitochondrial function. We have performed a two-step next-generation sequencing approach in a cohort of 117 patients, mostly children, in whom a mitochondrial disease-cause could likely or possibly explain the phenotype. A total of 86 patients had a mitochondrial disorder, according to established clinical and biochemical criteria. The other 31 patients had neuromuscular symptoms, where in a minority a mitochondrial genetic cause is present, but a non-mitochondrial genetic cause is more likely. All patients were screened for pathogenic variants in the mtDNA and, if excluded, analyzed by whole exome sequencing (WES). Variants were filtered for being pathogenic and compatible with an autosomal or X-linked recessive mode of inheritance in families with multiple affected siblings and/or consanguineous parents. Non-consanguineous families with a single patient were additionally screened for autosomal and X-linked dominant mutations in a predefined gene-set. We identified causative pathogenic variants in the mtDNA in 20% of the patient-cohort, and in nuclear genes in 49%, implying an overall yield of 68%. We identified pathogenic variants in mitochondrial and non-mitochondrial genes in both groups with, obviously, a higher number of mitochondrial genes affected in mitochondrial disease patients. Furthermore, we show that 31% of the disease-causing genes in the mitochondrial patient group were not included in the MitoCarta database, and therefore would have been missed with MitoCarta based gene-p
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- 2018
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9. Whole Exome Sequencing Is the Preferred Strategy to Identify the Genetic Defect in Patients With a Probable or Possible Mitochondrial Cause
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Theunissen, T E J, Nguyen, M, Kamps, R, Hendrickx, AT, Sallevelt, S, Gottschalk, RWH, Calis, CM, Stassen, APM, Koning, BAE, Mulder-Den Hartog, E N M, Schoonderwoerd, Kees, Fuchs, SA, Hilhorst-Hofstee, Y, Visser, M, Vanoevelen, J, Szklarczyk, R, Gerards, M, de Coo, IFM, Hellebrekers, D, Smeets, HJM, Theunissen, T E J, Nguyen, M, Kamps, R, Hendrickx, AT, Sallevelt, S, Gottschalk, RWH, Calis, CM, Stassen, APM, Koning, BAE, Mulder-Den Hartog, E N M, Schoonderwoerd, Kees, Fuchs, SA, Hilhorst-Hofstee, Y, Visser, M, Vanoevelen, J, Szklarczyk, R, Gerards, M, de Coo, IFM, Hellebrekers, D, and Smeets, HJM
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- 2018
10. Evolution of the mitochondrial proteome, from the large-scale patterns to the nitty-gritty details
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HUYNEN M.A., DUARTE I., SZKLARCZYK R., and ELURBE D.
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- 2016
11. Selection and characterization of palmitic acid responsive patients with an OXPHOS complex i defect
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Theunissen, T.E.J. (Tom E. J.), Gerards, M. (Mike), Hellebrekers, D.M.E.I. (Debby), Tienen, F.H.J. van, Kamps, R. (Rick), Sallevelt, S.C.E.H. (Suzanne), Hartog, E.N.M.M.-D. (Elvira N. M. M.-D.), Scholte, H.R. (Hans), Verdijk, R.M. (Robert), Schoonderwoerd, K. (Kees), Coo, I.F.M. (René) de, Szklarczyk, R. (Radek), Smeets, H.J.M. (Hubert), Theunissen, T.E.J. (Tom E. J.), Gerards, M. (Mike), Hellebrekers, D.M.E.I. (Debby), Tienen, F.H.J. van, Kamps, R. (Rick), Sallevelt, S.C.E.H. (Suzanne), Hartog, E.N.M.M.-D. (Elvira N. M. M.-D.), Scholte, H.R. (Hans), Verdijk, R.M. (Robert), Schoonderwoerd, K. (Kees), Coo, I.F.M. (René) de, Szklarczyk, R. (Radek), and Smeets, H.J.M. (Hubert)
- Abstract
Mitochondrial disorders are genetically and clinically heterogeneous, mainly affecting high energy-demanding organs due to impaired oxidative phosphorylation (OXPHOS). Currently, effective treatments for OXPHOS defects, with complex I deficiency being the most prevalent, are not available. Yet, clinical practice has shown that some complex I deficient patients benefit from a high-fat or ketogenic diet, but it is unclear how these therapeutic diets influence mitochondrial function and more importantly, which complex I patients could benefit from such treatment. Dietary studies in a complex I deficient patient with exercise intolerance showed increased muscle endurance on a high-fat diet compared to a high-carbohydrate diet. We performed whole-exome sequencing to characterize the genetic defect. A pathogenic homozygous p.
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- 2017
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12. Selection and Characterization of Palmitic Acid Responsive Patients with an OXPHOS Complex I Defect
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Theunissen, T E J, Gerards, M, Hellebrekers, D, van Tienen, FH, Kamps, R, Sallevelt, S, Hartog, E, Scholte, Jasper, Verdijk, Rob, Schoonderwoerd, Kees, Coo, IFM, Szklarczyk, R, Smeets, HJM, Theunissen, T E J, Gerards, M, Hellebrekers, D, van Tienen, FH, Kamps, R, Sallevelt, S, Hartog, E, Scholte, Jasper, Verdijk, Rob, Schoonderwoerd, Kees, Coo, IFM, Szklarczyk, R, and Smeets, HJM
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- 2017
13. NOVEL GENES INVOLVED IN NEUROPATHIC PAIN IN PATIENTS
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Szklarczyk, R., Megchelenbrink, W., Cizek, P., Ledent, M., Velemans, G., Szklarczyk, D., Huynen, M., Momani, R., Gerrits, M., Faber, K., Smeets, B., Szklarczyk, R, Megchelenbrink, W, Cizek, P, Ledent, M, Velemans, G, Szklarczyk, D, Huynen, M, Momani, R, Gerrits, M, Faber, K, and Smeets, B
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Data Science - Abstract
Item does not contain fulltext
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- 2016
14. WeGET: predicting new genes for molecular systems by weighted co-expression
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Szklarczyk, R., Megchelenbrink, W., Cizek, P., Ledent, M., Velemans, G., Szklarczyk, D., Huynen, M.A., Szklarczyk, R., Megchelenbrink, W., Cizek, P., Ledent, M., Velemans, G., Szklarczyk, D., and Huynen, M.A.
- Abstract
Contains fulltext : 171940.pdf (publisher's version ) (Open Access), We have developed the Weighted Gene Expression Tool and database (WeGET, http://weget.cmbi.umcn.nl) for the prediction of new genes of a molecular system by correlated gene expression. WeGET utilizes a compendium of 465 human and 560 murine gene expression datasets that have been collected from multiple tissues under a wide range of experimental conditions. It exploits this abundance of expression data by assigning a high weight to datasets in which the known genes of a molecular system are harmoniously up- and down-regulated. WeGET ranks new candidate genes by calculating their weighted co-expression with that system. A weighted rank is calculated for human genes and their mouse orthologs. Then, an integrated gene rank and p-value is computed using a rank-order statistic. We applied our method to predict novel genes that have a high degree of co-expression with Gene Ontology terms and pathways from KEGG and Reactome. For each query set we provide a list of predicted novel genes, computed weights for transcription datasets used and cell and tissue types that contributed to the final predictions. The performance for each query set is assessed by 10-fold cross-validation. Finally, users can use the WeGET to predict novel genes that co-express with a custom query set.
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- 2016
15. Specific MRI abnormalities reveal severe perrault syndrome due to CLPP defects
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Theunissen, T.E.J. (Tom E.J.), Szklarczyk, R. (Radek), Gerards, M. (Mike), Hellebrekers, D.M.E.I. (Debby), Mulder-Den Hartog, E.N.M. (Elvira N.M.), Vanoevelen, J. (Jo), Kamps, R. (Rick), De Koning, B. (Bart), Lane Rutledge, S., Schmitt-Mechelke, T. (Thomas), Berkel, C.G.M. (Carola) van, Knaap, M.S. (Marjo) van der, Coo, I.F.M. (René) de, Smeets, H.J.M. (Hubert), Theunissen, T.E.J. (Tom E.J.), Szklarczyk, R. (Radek), Gerards, M. (Mike), Hellebrekers, D.M.E.I. (Debby), Mulder-Den Hartog, E.N.M. (Elvira N.M.), Vanoevelen, J. (Jo), Kamps, R. (Rick), De Koning, B. (Bart), Lane Rutledge, S., Schmitt-Mechelke, T. (Thomas), Berkel, C.G.M. (Carola) van, Knaap, M.S. (Marjo) van der, Coo, I.F.M. (René) de, and Smeets, H.J.M. (Hubert)
- Abstract
In establishing a genetic diagnosis in heterogeneous neurological disease, clinical characterization and whole exome sequencing (WES) go hand-in-hand. Clinical data are essential, not only to guide WES variant selection and define the clinical severity of a genetic defect but also to identify other patients with defects in the same gene. In an infant patient with sensorineural hearing loss, psychomotor retardation, and epilepsy, WES resulted in identification of a novel homozygous CLPP frameshift mutation (c.21delA). Based on the gene defect and clinical symptoms, the diagnosis Perrault syndrome type 3 (PRLTS3) was established. The patient's brain-MRI revealed specific abnormalities of the subcortical and deep cerebral white matter and the middle blade of the corpus callosum, which was used to identify similar patients in the Amsterdam brain-MRI database, containing over 3000 unclassified leukoencephalopathy cases. In three unrelated patients with similar MRI abnormalities the CLPP gene was sequenced, and in two of them novel missense mutations were identified together with a large deletion that covered part of the CLPP gene on the other allele. The severe neurological and MRI abnormalities in these young patients were due to the drastic impact of the CLPP mutations, correlating with the variation in clinical manifestations among previously reported patients. Our data show that similarity in brain-MRI patterns can be used to identify novel PRLTS3 patients, especially during early disease stages, when only part of the disease manifestations are present. This seems especially applicable to the severely affected cases in which CLPP function is drastically affected and MRI abnormalities are pronounced.
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- 2016
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16. Specific MRI Abnormalities Reveal Severe Perrault Syndrome due to CLPP Defects
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Theunissen, T E J, Szklarczyk, R, Gerards, M, Hellebrekers, DMEI, den Hartog, NM (Elvira), Vanoevelen, J, Kamps, R, de Koning, B, Rutledge, S L, Schmitt-Mechelke, T, van Berkel, CGM, van der Knaap, MS, Coo, IFM, Smeets, HJM, Theunissen, T E J, Szklarczyk, R, Gerards, M, Hellebrekers, DMEI, den Hartog, NM (Elvira), Vanoevelen, J, Kamps, R, de Koning, B, Rutledge, S L, Schmitt-Mechelke, T, van Berkel, CGM, van der Knaap, MS, Coo, IFM, and Smeets, HJM
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- 2016
17. Integrative Genomics-Based Discovery of Novel Regulators of the Innate Antiviral Response
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Lee, R, Feng, Q, Langereis, MA, ter Horst, R, Szklarczyk, R, Netea, MG, Andeweg, Arno, van Kuppeveld, FJM, Huynen, MA, Lee, R, Feng, Q, Langereis, MA, ter Horst, R, Szklarczyk, R, Netea, MG, Andeweg, Arno, van Kuppeveld, FJM, and Huynen, MA
- Abstract
The RIG-I-like receptor (RLR) pathway is essential for detecting cytosolic viral RNA to trigger the production of type I interferons (IFN alpha/beta) that initiate an innate antiviral response. Through systematic assessment of a wide variety of genomics data, we discovered 10 molecular signatures of known RLR pathway components that collectively predict novel members. We demonstrate that RLR pathway genes, among others, tend to evolve rapidly, interact with viral proteins, contain a limited set of protein domains, are regulated by specific transcription factors, and form a tightly connected interaction network. Using a Bayesian approach to integrate these signatures, we propose likely novel RLR regulators. RNAi knockdown experiments revealed a high prediction accuracy, identifying 94 genes among 187 candidates tested (similar to 50%) that affected viral RNA-induced production of IFN beta. The discovered antiviral regulators may participate in a wide range of processes that highlight the complexity of antiviral defense (e.g. MAP3K11, CDK11B, PSMA3, TRIM14, HSPA9B, CDC37, NUP98, G3BP1), and include uncharacterized factors (DDX17, C6orf58, C16orf57, PKN2, SNW1). Our validated RLR pathway list (http://rlr.cmbi.umcn.nl/), obtained using a combination of integrative genomics and experiments, is a new resource for innate antiviral immunity research.
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- 2015
18. A mutation in the human CBP4 ortholog UQCC3 impairs complex III assembly, activity and cytochrome b stability
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Wanschers, B.F.J., Szklarczyk, R., Brand, M.A.M. van den, Jonckheere, A., Suijskens, J., Smeets, R., Rodenburg, R.J.T., Stephan, K., Helland, I.B., Elkamil, A., Rootwelt, T., Ott, M., Heuvel, L. van den, Nijtmans, L.G.J., Huynen, M.A., Wanschers, B.F.J., Szklarczyk, R., Brand, M.A.M. van den, Jonckheere, A., Suijskens, J., Smeets, R., Rodenburg, R.J.T., Stephan, K., Helland, I.B., Elkamil, A., Rootwelt, T., Ott, M., Heuvel, L. van den, Nijtmans, L.G.J., and Huynen, M.A.
- Abstract
Item does not contain fulltext, Complex III (cytochrome bc1) is a protein complex of the mitochondrial inner membrane that transfers electrons from ubiquinol to cytochrome c. Its assembly requires the coordinated expression of mitochondrial-encoded cytochrome b and nuclear-encoded subunits and assembly factors. Complex III deficiency is a severe multisystem disorder caused by mutations in subunit genes or assembly factors. Sequence-profile-based orthology predicts C11orf83, hereafter named UQCC3, to be the ortholog of the fungal complex III assembly factor CBP4. We describe a homozygous c.59T>A missense mutation in UQCC3 from a consanguineous patient diagnosed with isolated complex III deficiency, displaying lactic acidosis, hypoglycemia, hypotonia and delayed development without dysmorphic features. Patient fibroblasts have reduced complex III activity and lower levels of the holocomplex and its subunits than controls. They have no detectable UQCC3 protein and have lower levels of cytochrome b protein. Furthermore, in patient cells, cytochrome b is absent from a high-molecular-weight complex III. UQCC3 is reduced in cells depleted for the complex III assembly factors UQCC1 and UQCC2. Conversely, absence of UQCC3 in patient cells does not affect UQCC1 and UQCC2. This suggests that UQCC3 functions in the complex III assembly pathway downstream of UQCC1 and UQCC2 and is consistent with what is known about the function of Cbp4 and of the fungal orthologs of UQCC1 and UQCC2, Cbp3 and Cbp6. We conclude that UQCC3 functions in complex III assembly and that the c.59T>A mutation has a causal role in complex III deficiency.
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- 2014
19. Mutations in the UQCC1-Interacting Protein, UQCC2, Cause Human Complex III Deficiency Associated with Perturbed Cytochrome b Protein Expression
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Tucker, E.J., Wanschers, B.F.J., Szklarczyk, R., Mountford, H.S., Wijeyeratne, X.W., Brand, M.A.M. van den, Leenders, A.M., Rodenburg, R.J.T., Reljic, B., Compton, A.G., Frazier, A.E., Bruno, D.L., Christodoulou, J., Endo, H., Ryan, M.T., Nijtmans, L.G.J., Huynen, M.A., Thorburn, D.R., Tucker, E.J., Wanschers, B.F.J., Szklarczyk, R., Mountford, H.S., Wijeyeratne, X.W., Brand, M.A.M. van den, Leenders, A.M., Rodenburg, R.J.T., Reljic, B., Compton, A.G., Frazier, A.E., Bruno, D.L., Christodoulou, J., Endo, H., Ryan, M.T., Nijtmans, L.G.J., Huynen, M.A., and Thorburn, D.R.
- Abstract
Contains fulltext : 125692.pdf (publisher's version ) (Open Access), Mitochondrial oxidative phosphorylation (OXPHOS) is responsible for generating the majority of cellular ATP. Complex III (ubiquinol-cytochrome c oxidoreductase) is the third of five OXPHOS complexes. Complex III assembly relies on the coordinated expression of the mitochondrial and nuclear genomes, with 10 subunits encoded by nuclear DNA and one by mitochondrial DNA (mtDNA). Complex III deficiency is a debilitating and often fatal disorder that can arise from mutations in complex III subunit genes or one of three known complex III assembly factors. The molecular cause for complex III deficiency in about half of cases, however, is unknown and there are likely many complex III assembly factors yet to be identified. Here, we used Massively Parallel Sequencing to identify a homozygous splicing mutation in the gene encoding Ubiquinol-Cytochrome c Reductase Complex Assembly Factor 2 (UQCC2) in a consanguineous Lebanese patient displaying complex III deficiency, severe intrauterine growth retardation, neonatal lactic acidosis and renal tubular dysfunction. We prove causality of the mutation via lentiviral correction studies in patient fibroblasts. Sequence-profile based orthology prediction shows UQCC2 is an ortholog of the Saccharomyces cerevisiae complex III assembly factor, Cbp6p, although its sequence has diverged substantially. Co-purification studies show that UQCC2 interacts with UQCC1, the predicted ortholog of the Cbp6p binding partner, Cbp3p. Fibroblasts from the patient with UQCC2 mutations have deficiency of UQCC1, while UQCC1-depleted cells have reduced levels of UQCC2 and complex III. We show that UQCC1 binds the newly synthesized mtDNA-encoded cytochrome b subunit of complex III and that UQCC2 patient fibroblasts have specific defects in the synthesis or stability of cytochrome b. This work reveals a new cause for complex III deficiency that can assist future patient diagnosis, and provides insight into human complex III assembly by establishing that UQCC1 a
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- 2013
20. Mutations in the UQCC1-Interacting Protein, UQCC2, Cause Human Complex III Deficiency Associated with Perturbed Cytochrome b Protein Expression
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Moraes, CT, Tucker, EJ, Wanschers, BFJ, Szklarczyk, R, Mountford, HS, Wijeyeratne, XW, van den Brand, MAM, Leenders, AM, Rodenburg, RJ, Reljic, B, Compton, AG, Frazier, AE, Bruno, DL, Christodoulou, J, Endo, H, Ryan, MT, Nijtmans, LG, Huynen, MA, Thorburn, DR, Moraes, CT, Tucker, EJ, Wanschers, BFJ, Szklarczyk, R, Mountford, HS, Wijeyeratne, XW, van den Brand, MAM, Leenders, AM, Rodenburg, RJ, Reljic, B, Compton, AG, Frazier, AE, Bruno, DL, Christodoulou, J, Endo, H, Ryan, MT, Nijtmans, LG, Huynen, MA, and Thorburn, DR
- Abstract
Mitochondrial oxidative phosphorylation (OXPHOS) is responsible for generating the majority of cellular ATP. Complex III (ubiquinol-cytochrome c oxidoreductase) is the third of five OXPHOS complexes. Complex III assembly relies on the coordinated expression of the mitochondrial and nuclear genomes, with 10 subunits encoded by nuclear DNA and one by mitochondrial DNA (mtDNA). Complex III deficiency is a debilitating and often fatal disorder that can arise from mutations in complex III subunit genes or one of three known complex III assembly factors. The molecular cause for complex III deficiency in about half of cases, however, is unknown and there are likely many complex III assembly factors yet to be identified. Here, we used Massively Parallel Sequencing to identify a homozygous splicing mutation in the gene encoding Ubiquinol-Cytochrome c Reductase Complex Assembly Factor 2 (UQCC2) in a consanguineous Lebanese patient displaying complex III deficiency, severe intrauterine growth retardation, neonatal lactic acidosis and renal tubular dysfunction. We prove causality of the mutation via lentiviral correction studies in patient fibroblasts. Sequence-profile based orthology prediction shows UQCC2 is an ortholog of the Saccharomyces cerevisiae complex III assembly factor, Cbp6p, although its sequence has diverged substantially. Co-purification studies show that UQCC2 interacts with UQCC1, the predicted ortholog of the Cbp6p binding partner, Cbp3p. Fibroblasts from the patient with UQCC2 mutations have deficiency of UQCC1, while UQCC1-depleted cells have reduced levels of UQCC2 and complex III. We show that UQCC1 binds the newly synthesized mtDNA-encoded cytochrome b subunit of complex III and that UQCC2 patient fibroblasts have specific defects in the synthesis or stability of cytochrome b. This work reveals a new cause for complex III deficiency that can assist future patient diagnosis, and provides insight into human complex III assembly by establishing that UQCC1 a
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- 2013
21. Mutations in the UQCC1-Interacting Protein, UQCC2, Cause Human Complex III Deficiency Associated with Perturbed Cytochrome b Protein Expression
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Tucker, E, Wanschers, B, Szklarczyk, R, Mountford, H, Wijeyeratne, X, van den Brand, M, Leenders, A, Rodenburg, R, Reljic, B, Compton, A, Frazier, A, Bruno, D, Christodoulou, J, Endo, H, Ryan, M, Nijtmans, L, Huynen, M, Thorburn, D, Tucker, E, Wanschers, B, Szklarczyk, R, Mountford, H, Wijeyeratne, X, van den Brand, M, Leenders, A, Rodenburg, R, Reljic, B, Compton, A, Frazier, A, Bruno, D, Christodoulou, J, Endo, H, Ryan, M, Nijtmans, L, Huynen, M, and Thorburn, D
- Abstract
Mitochondrial oxidative phosphorylation (OXPHOS) is responsible for generating the majority of cellular ATP. Complex III (ubiquinol-cytochrome c oxidoreductase) is the third of five OXPHOS complexes. Complex III assembly relies on the coordinated expression of the mitochondrial and nuclear genomes, with 10 subunits encoded by nuclear DNA and one by mitochondrial DNA (mtDNA). Complex III deficiency is a debilitating and often fatal disorder that can arise from mutations in complex III subunit genes or one of three known complex III assembly factors. The molecular cause for complex III deficiency in about half of cases, however, is unknown and there are likely many complex III assembly factors yet to be identified. Here, we used Massively Parallel Sequencing to identify a homozygous splicing mutation in the gene encoding Ubiquinol-Cytochrome c Reductase Complex Assembly Factor 2 (UQCC2) in a consanguineous Lebanese patient displaying complex III deficiency, severe intrauterine growth retardation, neonatal lactic acidosis and renal tubular dysfunction. We prove causality of the mutation via lentiviral correction studies in patient fibroblasts. Sequence-profile based orthology prediction shows UQCC2 is an ortholog of the Saccharomyces cerevisiae complex III assembly factor, Cbp6p, although its sequence has diverged substantially. Co-purification studies show that UQCC2 interacts with UQCC1, the predicted ortholog of the Cbp6p binding partner, Cbp3p. Fibroblasts from the patient with UQCC2 mutations have deficiency of UQCC1, while UQCC1-depleted cells have reduced levels of UQCC2 and complex III. We show that UQCC1 binds the newly synthesized mtDNA-encoded cytochrome b subunit of complex III and that UQCC2 patient fibroblasts have specific defects in the synthesis or stability of cytochrome b. This work reveals a new cause for complex III deficiency that can assist future patient diagnosis, and provides insight into human complex III assembly by establishing that UQCC1
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- 2013
22. Aubergene - a sensitive genome alignment tool.
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Szklarczyk, R., Heringa, J., Szklarczyk, R., and Heringa, J.
- Abstract
Motivation: The accumulation of genome sequences will only accelerate in the coming years. We aim to use this abundance of data to improve the quality of genomic alignments and devise a method which is capable of detecting regions evolving under weak or no evolutionary constraints. Results: We describe a genome alignment program AuberGene, which explores the idea of transitivity of local alignments. Assessment of the program was done based on a 2 Mbp genomic region containing the CFTR gene of 13 species. In this region, we can identify 53% of human sequence sharing common ancestry with mouse, as compared with 44% found using the usual pairwise alignment. Between human and tetraodon 93 orthologous exons are found, as compared with 77 detected by the pairwise human-tetraodon comparison. AuberGene allows the user to (1) identify distant, previously undetected, conserved orthogonal regions such as ORFs or regulatory regions; (2) identify neutrally evolving regions in related species which are often overlooked by other alignment programs; (3) recognize false orthologous genomic regions. The increased sensitivity of the method is not obtained at the cost of reduced specificity. Our results suggest that, over the CFTR region, human shares 10% more sequence with mouse than previously thought (∼50%, instead of 40% found with the pairwise alignment). © 2006 Oxford University Press.
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- 2006
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23. Tracking repeats using significance and transitivty.
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Szklarczyk, R., Heringa, J., Szklarczyk, R., and Heringa, J.
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Motivation: Internal repeats in coding sequences correspond to structural and functional units of proteins. Moreover, duplication of fragments of coding sequences is known to be a mechanism to facilitate evolution. Identification of repeats is crucial to shed light on the function and structure of proteins, and explain their evolutionary past. The task is difficult because during the course of evolution many repeats diverged beyond recognition. Results: We introduce a new method TRUST, for ab initio determination of internal repeats in proteins. It provides an improvement in prediction quality as compared to alternative state-of-the-art methods. The increased sensitivity and accuracy of the method is achieved by exploiting the concept of transitivity of alignments. Starting from significant local sub-optimal alignments, the application of transitivity allows us to (1) identify distant repeat homologues for which no alignments were found; (2) gain confidence about consistently well-aligned regions; and (3) recognize and reduce the contribution of non-homologous repeats. This re-assessment step enables us to derive a virtually noise-free profile representing a generalized repeat with high fidelity. We also obtained superior specificity by employing rigid statistical testing for self-sequence and profile-sequence alignments. Assessment was done using a database of repeat annotations based on structural superpositioning. The results show that TRUST is a useful and reliable tool for mining tandem and non-tandem repeats in protein sequence databases, capable of predicting multiple repeat types with varying intervening segments within a single sequence. Availability: The TRUST server (together with the source code) is available at http://ibivu.cs.vu.nl/programs/ trustwww. © Oxford University Press 2004; all rights reserved.
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- 2004
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24. Rapid asymmetric evolution of a dual-coding tumor suppressor INK4a/ARF locus contradicts its function
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Szklarczyk, R., primary, Heringa, J., additional, Pond, S. K., additional, and Nekrutenko, A., additional
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- 2007
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25. Study of biosensor receptor layer component stability under the influence of variable environment acidity
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Kłos-Witkowska, A., Martsenyuk, V., Stanisław Rajba, Szklarczyk, R., and Wieclaw, L.
26. Detection of viruses using machine learning method
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Ziubina, R., Szklarczyk, R., Veselska, O., Grzegorz Litawa, Biel, P., and Nikodem, J.
27. On application of heat equation in deep leaning recognition of google street view numbers
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Martsenyuk, V., Oksana Martsenyuk, Gancarczyk, T., Szklarczyk, R., and Witos, K.
28. WeGET: predicting new genes for molecular systems by weighted co-expression
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Wout Megchelenbrink, Damian Szklarczyk, Radek Szklarczyk, Gonny Velemans, Martijn A. Huynen, Pavel Cizek, Marie Ledent, Szklarczyk, R., Megchelenbrink, W., Cizek, P., Ledent, M., Velemans, G., Szklarczyk, D., Huynen, M. A., RS: GROW - R4 - Reproductive and Perinatal Medicine, MUMC+: DA KG Lab Centraal Lab (9), and Complexe Genetica
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0301 basic medicine ,Candidate gene ,Computational biology ,Molecular systems ,Biology ,Bioinformatics ,Mice ,03 medical and health sciences ,Databases, Genetic ,Gene expression ,Genetics ,Database Issue ,Animals ,Humans ,KEGG ,GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries) ,Gene ,Animal ,Gene Expression Profiling ,Data Science ,Metabolic Disorders Radboud Institute for Molecular Life Sciences [Radboudumc 6] ,Gene expression profiling ,030104 developmental biology ,Expression data ,Neuralgia ,Human genome ,Software ,Human - Abstract
Contains fulltext : 171940.pdf (Publisher’s version ) (Open Access) We have developed the Weighted Gene Expression Tool and database (WeGET, http://weget.cmbi.umcn.nl) for the prediction of new genes of a molecular system by correlated gene expression. WeGET utilizes a compendium of 465 human and 560 murine gene expression datasets that have been collected from multiple tissues under a wide range of experimental conditions. It exploits this abundance of expression data by assigning a high weight to datasets in which the known genes of a molecular system are harmoniously up- and down-regulated. WeGET ranks new candidate genes by calculating their weighted co-expression with that system. A weighted rank is calculated for human genes and their mouse orthologs. Then, an integrated gene rank and p-value is computed using a rank-order statistic. We applied our method to predict novel genes that have a high degree of co-expression with Gene Ontology terms and pathways from KEGG and Reactome. For each query set we provide a list of predicted novel genes, computed weights for transcription datasets used and cell and tissue types that contributed to the final predictions. The performance for each query set is assessed by 10-fold cross-validation. Finally, users can use the WeGET to predict novel genes that co-express with a custom query set.
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- 2016
29. Mutations in PDLIM5 are rare in dilated cardiomyopathy but are emerging as potential disease modifiers.
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Verdonschot JAJ, Robinson EL, James KN, Mohamed MW, Claes GRF, Casas K, Vanhoutte EK, Hazebroek MR, Kringlen G, Pasierb MM, van den Wijngaard A, Glatz JFC, Heymans SRB, Krapels IPC, Nahas S, Brunner HG, and Szklarczyk R
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- Adaptor Proteins, Signal Transducing metabolism, Adult, Aged, Cardiomyopathy, Dilated diagnosis, Carrier Proteins genetics, Connectin genetics, Female, Genetic Testing, Humans, LIM Domain Proteins metabolism, Male, Microfilament Proteins genetics, Middle Aged, Muscle Proteins genetics, Myocardium metabolism, Pedigree, Exome Sequencing, Adaptor Proteins, Signal Transducing genetics, Cardiomyopathy, Dilated genetics, Genes, Modifier, LIM Domain Proteins genetics, Loss of Function Mutation
- Abstract
Background: A causal genetic mutation is found in 40% of families with dilated cardiomyopathy (DCM), leaving a large percentage of families genetically unsolved. This prevents adequate counseling and clear recommendations in these families. We aim to identify novel genes or modifiers associated with DCM., Methods: We performed computational ranking of human genes based on coexpression with a predefined set of genes known to be associated with DCM, which allowed us to prioritize gene candidates for their likelihood of being involved in DCM. Top candidates will be checked for variants in the available whole-exome sequencing data of 142 DCM patients. RNA was isolated from cardiac biopsies to investigate gene expression., Results: PDLIM5 was classified as the top candidate. An interesting heterozygous variant (189_190delinsGG) was found in a DCM patient with a known pathogenic truncating TTN-variant. The PDLIM5 loss-of-function (LoF) variant affected all cardiac-specific isoforms of PDLIM5 and no LoF variants were detected in the same region in a control cohort of 26,000 individuals. RNA expression of PDLIM5 and its direct interactors (MYOT, LDB3, and MYOZ2) was increased in cardiac tissue of this patient, indicating a possible compensatory mechanism. The PDLIM5 variant cosegregated with the TTN-variant and the phenotype, leading to a high disease penetrance in this family. A second patient was an infant with a homozygous 10 kb-deletion of exon 2 in PDLIM5 resulting in early-onset cardiac disease, showing the importance of PDLIM5 in cardiac function., Conclusions: Heterozygous PDLIM5 variants are rare and therefore will not have a major contribution in DCM. Although they likely play a role in disease development as this gene plays a major role in contracting cardiomyocytes and homozygous variants lead to early-onset cardiac disease. Other environmental and/or genetic factors are probably necessary to unveil the cardiac phenotype in PDLIM5 mutation carriers., (© 2019 The Authors. Molecular Genetics & Genomic Medicine published by Wiley Periodicals, Inc.)
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- 2020
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30. CiliaCarta: An integrated and validated compendium of ciliary genes.
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van Dam TJP, Kennedy J, van der Lee R, de Vrieze E, Wunderlich KA, Rix S, Dougherty GW, Lambacher NJ, Li C, Jensen VL, Leroux MR, Hjeij R, Horn N, Texier Y, Wissinger Y, van Reeuwijk J, Wheway G, Knapp B, Scheel JF, Franco B, Mans DA, van Wijk E, Képès F, Slaats GG, Toedt G, Kremer H, Omran H, Szymanska K, Koutroumpas K, Ueffing M, Nguyen TT, Letteboer SJF, Oud MM, van Beersum SEC, Schmidts M, Beales PL, Lu Q, Giles RH, Szklarczyk R, Russell RB, Gibson TJ, Johnson CA, Blacque OE, Wolfrum U, Boldt K, Roepman R, Hernandez-Hernandez V, and Huynen MA
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- Animals, Bayes Theorem, Caenorhabditis elegans cytology, Caenorhabditis elegans genetics, Molecular Sequence Annotation, Phenotype, Reproducibility of Results, Sensory Receptor Cells metabolism, Zebrafish genetics, Cilia genetics, Genomics
- Abstract
The cilium is an essential organelle at the surface of mammalian cells whose dysfunction causes a wide range of genetic diseases collectively called ciliopathies. The current rate at which new ciliopathy genes are identified suggests that many ciliary components remain undiscovered. We generated and rigorously analyzed genomic, proteomic, transcriptomic and evolutionary data and systematically integrated these using Bayesian statistics into a predictive score for ciliary function. This resulted in 285 candidate ciliary genes. We generated independent experimental evidence of ciliary associations for 24 out of 36 analyzed candidate proteins using multiple cell and animal model systems (mouse, zebrafish and nematode) and techniques. For example, we show that OSCP1, which has previously been implicated in two distinct non-ciliary processes, causes ciliogenic and ciliopathy-associated tissue phenotypes when depleted in zebrafish. The candidate list forms the basis of CiliaCarta, a comprehensive ciliary compendium covering 956 genes. The resource can be used to objectively prioritize candidate genes in whole exome or genome sequencing of ciliopathy patients and can be accessed at http://bioinformatics.bio.uu.nl/john/syscilia/ciliacarta/., Competing Interests: The authors have declared that no competing interests exist.
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- 2019
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31. Whole Exome Sequencing Is the Preferred Strategy to Identify the Genetic Defect in Patients With a Probable or Possible Mitochondrial Cause.
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Theunissen TEJ, Nguyen M, Kamps R, Hendrickx AT, Sallevelt SCEH, Gottschalk RWH, Calis CM, Stassen APM, de Koning B, Mulder-Den Hartog ENM, Schoonderwoerd K, Fuchs SA, Hilhorst-Hofstee Y, de Visser M, Vanoevelen J, Szklarczyk R, Gerards M, de Coo IFM, Hellebrekers DMEI, and Smeets HJM
- Abstract
Mitochondrial disorders, characterized by clinical symptoms and/or OXPHOS deficiencies, are caused by pathogenic variants in mitochondrial genes. However, pathogenic variants in some of these genes can lead to clinical manifestations which overlap with other neuromuscular diseases, which can be caused by pathogenic variants in non-mitochondrial genes as well. Mitochondrial pathogenic variants can be found in the mitochondrial DNA (mtDNA) or in any of the 1,500 nuclear genes with a mitochondrial function. We have performed a two-step next-generation sequencing approach in a cohort of 117 patients, mostly children, in whom a mitochondrial disease-cause could likely or possibly explain the phenotype. A total of 86 patients had a mitochondrial disorder, according to established clinical and biochemical criteria. The other 31 patients had neuromuscular symptoms, where in a minority a mitochondrial genetic cause is present, but a non-mitochondrial genetic cause is more likely. All patients were screened for pathogenic variants in the mtDNA and, if excluded, analyzed by whole exome sequencing (WES). Variants were filtered for being pathogenic and compatible with an autosomal or X-linked recessive mode of inheritance in families with multiple affected siblings and/or consanguineous parents. Non-consanguineous families with a single patient were additionally screened for autosomal and X-linked dominant mutations in a predefined gene-set. We identified causative pathogenic variants in the mtDNA in 20% of the patient-cohort, and in nuclear genes in 49%, implying an overall yield of 68%. We identified pathogenic variants in mitochondrial and non-mitochondrial genes in both groups with, obviously, a higher number of mitochondrial genes affected in mitochondrial disease patients. Furthermore, we show that 31% of the disease-causing genes in the mitochondrial patient group were not included in the MitoCarta database, and therefore would have been missed with MitoCarta based gene-panels. We conclude that WES is preferable to panel-based approaches for both groups of patients, as the mitochondrial gene-list is not complete and mitochondrial symptoms can be secondary. Also, clinically and genetically heterogeneous disorders would require sequential use of multiple different gene panels. We conclude that WES is a comprehensive and unbiased approach to establish a genetic diagnosis in these patients, able to resolve multi-genic disease-causes.
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- 2018
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32. Genetic defects in mtDNA-encoded protein translation cause pediatric, mitochondrial cardiomyopathy with early-onset brain disease.
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Kamps R, Szklarczyk R, Theunissen TE, Hellebrekers DMEI, Sallevelt SCEH, Boesten IB, de Koning B, van den Bosch BJ, Salomons GS, Simas-Mendes M, Verdijk R, Schoonderwoerd K, de Coo IFM, Vanoevelen JM, and Smeets HJM
- Subjects
- Alanine-tRNA Ligase genetics, Cardiomyopathies diagnosis, Carrier Proteins genetics, Developmental Disabilities diagnosis, Female, Fetus, Humans, Infant, Male, Mitochondrial Diseases diagnosis, Nitrogenous Group Transferases genetics, Oxidative Phosphorylation, Pedigree, RNA-Binding Proteins, Syndrome, Cardiomyopathies genetics, DNA, Mitochondrial genetics, Developmental Disabilities genetics, Mitochondrial Diseases genetics, Mutation
- Abstract
This study aims to identify gene defects in pediatric cardiomyopathy and early-onset brain disease with oxidative phosphorylation (OXPHOS) deficiencies. We applied whole-exome sequencing in three patients with pediatric cardiomyopathy and early-onset brain disease with OXPHOS deficiencies. The brain pathology was studied by MRI analysis. In consanguineous patient 1, we identified a homozygous intronic variant (c.850-3A > G) in the QRSL1 gene, which was predicted to cause abnormal splicing. The variant segregated with the disease and affected the protein function, which was confirmed by complementation studies, restoring OXPHOS function only with wild-type QRSL1. Patient 2 was compound heterozygous for two novel affected and disease-causing variants (c.[253G > A];[938G > A]) in the MTO1 gene. In patient 3, we detected one unknown affected and disease-causing variants (c.2872C > T) and one known disease-causing variant (c.1774C > T) in the AARS2 gene. The c.1774C > T variant was present in the paternal copy of the AARS2 gene, the c.2872C > T in the maternal copy. All genes were involved in translation of mtDNA-encoded proteins. Defects in mtDNA-encoded protein translation lead to severe pediatric cardiomyopathy and brain disease with OXPHOS abnormalities. This suggests that the heart and brain are particularly sensitive to defects in mitochondrial protein synthesis during late embryonic or early postnatal development, probably due to the massive mitochondrial biogenesis occurring at that stage. If both the heart and brain are involved, the prognosis is poor with a likely fatal outcome at young age.
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- 2018
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33. Selection and Characterization of Palmitic Acid Responsive Patients with an OXPHOS Complex I Defect.
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Theunissen TEJ, Gerards M, Hellebrekers DMEI, van Tienen FH, Kamps R, Sallevelt SCEH, Hartog ENMM, Scholte HR, Verdijk RM, Schoonderwoerd K, de Coo IFM, Szklarczyk R, and Smeets HJM
- Abstract
Mitochondrial disorders are genetically and clinically heterogeneous, mainly affecting high energy-demanding organs due to impaired oxidative phosphorylation (OXPHOS). Currently, effective treatments for OXPHOS defects, with complex I deficiency being the most prevalent, are not available. Yet, clinical practice has shown that some complex I deficient patients benefit from a high-fat or ketogenic diet, but it is unclear how these therapeutic diets influence mitochondrial function and more importantly, which complex I patients could benefit from such treatment. Dietary studies in a complex I deficient patient with exercise intolerance showed increased muscle endurance on a high-fat diet compared to a high-carbohydrate diet. We performed whole-exome sequencing to characterize the genetic defect. A pathogenic homozygous p.G212V missense mutation was identified in the TMEM126B gene, encoding an early assembly factor of complex I. A complementation study in fibroblasts confirmed that the p.G212V mutation caused the complex I deficiency. The mechanism turned out to be an incomplete assembly of the peripheral arm of complex I, leading to a decrease in the amount of mature complex I. The patient clinically improved on a high-fat diet, which was supported by the 25% increase in maximal OXPHOS capacity in TMEM126B defective fibroblast by the saturated fatty acid palmitic acid, whereas oleic acid did not have any effect in those fibroblasts. Fibroblasts of other patients with a characterized complex I gene defect were tested in the same way. Patient fibroblasts with complex I defects in NDUFS7 and NDUFAF5 responded to palmitic acid, whereas ACAD9, NDUFA12, and NDUFV2 defects were non-responding. Although the data are too limited to draw a definite conclusion on the mechanism, there is a tendency that protein defects involved in early assembly complexes, improve with palmitic acid, whereas proteins defects involved in late assembly, do not. Our data show at a clinical and biochemical level that a high fat diet can be beneficial for complex I patients and that our cell line assay will be an easy tool for the selection of patients, who might potentially benefit from this therapeutic diet.
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- 2017
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34. A comprehensive strategy for exome-based preconception carrier screening.
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Sallevelt SCEH, de Koning B, Szklarczyk R, Paulussen ADC, de Die-Smulders CEM, and Smeets HJM
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- Consanguinity, Female, Genes, X-Linked, Humans, Male, Mutation, Parents, Genetic Carrier Screening methods, Exome Sequencing methods
- Abstract
Purpose: Whole-exome sequencing (WES) provides the possibility of genome-wide preconception carrier screening (PCS). Here, we propose a filter strategy to rapidly identify the majority of relevant pathogenic mutations., Methods: Our strategy was developed using WES data from eight consanguineous and five fictive nonconsanguineous couples and was subsequently applied to 20 other fictive nonconsanguineous couples. Presumably pathogenic variants based on frequency and database annotations or generic characteristics and mutation type were selected in genes shared by the couple and in the female's X-chromosome. Unclassified variants were not included., Results: This yielded an average of 29 (19-51) variants in genes shared by the consanguineous couples and 15 (6-30) shared by the nonconsanguineous couples. For X-linked variants, the numbers per female were 3 (1-5) and 1 (0-3), respectively. Remaining variants were verified manually. The majority were able to be quickly discarded, effectively leaving true pathogenic variants., Conclusion: We conclude that WES is applicable for PCS, both for consanguineous and nonconsanguineous couples, with the remaining number of variants being manageable in a clinical setting. The addition of gene panels for filtering was not favorable because it resulted in missing pathogenic variants. It is important to develop and continuously curate databases with pathogenic mutations to further increase the sensitivity of WES-based PCS.Genet Med advance online publication 27 October 2016.
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- 2017
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35. Rapid Resolution of Blended or Composite Multigenic Disease in Infants by Whole-Exome Sequencing.
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Theunissen TEJ, Sallevelt SCEH, Hellebrekers DMEI, de Koning B, Hendrickx ATM, van den Bosch BJC, Kamps R, Schoonderwoerd K, Szklarczyk R, Mulder-Den Hartog ENM, de Coo IFM, and Smeets HJM
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- Amidohydrolases genetics, Carboxylic Ester Hydrolases genetics, Congenital Abnormalities diagnosis, Exome genetics, Genetic Testing methods, Genomics, Genotype, Humans, Infant, Membrane Proteins genetics, Microtubule-Associated Proteins, Mutagenicity Tests, Phenotype, Receptors, Peptide genetics, Sensitivity and Specificity, Severity of Illness Index, Congenital Abnormalities genetics, Genetic Diseases, Inborn diagnosis, Mutation, Sequence Analysis, DNA methods
- Abstract
Whole-exome sequencing identified multiple genetic causes in 2 infants with heterogeneous disease. Three gene defects in the first patient explained all symptoms, but manifestations were overlapping (blended phenotype). Two gene defects in the second patient explained nonoverlapping symptoms (composite phenotype). Whole-exome sequencing rapidly and comprehensively resolves heterogeneous genetic disease., (Copyright © 2016 Elsevier Inc. All rights reserved.)
- Published
- 2017
- Full Text
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36. A homozygous FITM2 mutation causes a deafness-dystonia syndrome with motor regression and signs of ichthyosis and sensory neuropathy.
- Author
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Zazo Seco C, Castells-Nobau A, Joo SH, Schraders M, Foo JN, van der Voet M, Velan SS, Nijhof B, Oostrik J, de Vrieze E, Katana R, Mansoor A, Huynen M, Szklarczyk R, Oti M, Tranebjærg L, van Wijk E, Scheffer-de Gooyert JM, Siddique S, Baets J, de Jonghe P, Kazmi SA, Sadananthan SA, van de Warrenburg BP, Khor CC, Göpfert MC, Qamar R, Schenck A, Kremer H, and Siddiqi S
- Subjects
- Adiposity, Animals, Audiometry, Pure-Tone, Base Sequence, Child, Codon, Nonsense genetics, Deaf-Blind Disorders blood, Deaf-Blind Disorders physiopathology, Disease Models, Animal, Drosophila Proteins metabolism, Drosophila melanogaster genetics, Dystonia blood, Dystonia physiopathology, Female, Gene Expression Regulation, Gene Knockdown Techniques, HEK293 Cells, Hearing Loss genetics, Homozygote, Humans, Ichthyosis complications, Ichthyosis physiopathology, Intellectual Disability blood, Intellectual Disability physiopathology, Lipid Droplets metabolism, Liver metabolism, Locomotion, Male, Membrane Proteins metabolism, Optic Atrophy blood, Optic Atrophy physiopathology, Pedigree, Exome Sequencing, Young Adult, Deaf-Blind Disorders genetics, Drosophila Proteins genetics, Dystonia genetics, Ichthyosis genetics, Intellectual Disability genetics, Membrane Proteins genetics, Motor Activity, Mutation genetics, Optic Atrophy genetics, Sensory Receptor Cells pathology
- Abstract
A consanguineous family from Pakistan was ascertained to have a novel deafness-dystonia syndrome with motor regression, ichthyosis-like features and signs of sensory neuropathy. By applying a combined strategy of linkage analysis and whole-exome sequencing in the presented family, a homozygous nonsense mutation, c.4G>T (p.Glu2*), in FITM2 was identified. FITM2 and its paralog FITM1 constitute an evolutionary conserved protein family involved in partitioning of triglycerides into cellular lipid droplets. Despite the role of FITM2 in neutral lipid storage and metabolism, no indications for lipodystrophy were observed in the affected individuals. In order to obtain independent evidence for the involvement of FITM2 in the human pathology, downregulation of the single Fitm ortholog, CG10671, in Drosophila melanogaster was pursued using RNA interference. Characteristics of the syndrome, including progressive locomotor impairment, hearing loss and disturbed sensory functions, were recapitulated in Drosophila, which supports the causative nature of the FITM2 mutation. Mutation-based genetic counseling can now be provided to the family and insight is obtained into the potential impact of genetic variation in FITM2., (© 2017. Published by The Company of Biologists Ltd.)
- Published
- 2017
- Full Text
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37. Specific MRI Abnormalities Reveal Severe Perrault Syndrome due to CLPP Defects.
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Theunissen TE, Szklarczyk R, Gerards M, Hellebrekers DM, Mulder-Den Hartog EN, Vanoevelen J, Kamps R, de Koning B, Rutledge SL, Schmitt-Mechelke T, van Berkel CG, van der Knaap MS, de Coo IF, and Smeets HJ
- Abstract
In establishing a genetic diagnosis in heterogeneous neurological disease, clinical characterization and whole exome sequencing (WES) go hand-in-hand. Clinical data are essential, not only to guide WES variant selection and define the clinical severity of a genetic defect but also to identify other patients with defects in the same gene. In an infant patient with sensorineural hearing loss, psychomotor retardation, and epilepsy, WES resulted in identification of a novel homozygous CLPP frameshift mutation (c.21delA). Based on the gene defect and clinical symptoms, the diagnosis Perrault syndrome type 3 (PRLTS3) was established. The patient's brain-MRI revealed specific abnormalities of the subcortical and deep cerebral white matter and the middle blade of the corpus callosum, which was used to identify similar patients in the Amsterdam brain-MRI database, containing over 3000 unclassified leukoencephalopathy cases. In three unrelated patients with similar MRI abnormalities the CLPP gene was sequenced, and in two of them novel missense mutations were identified together with a large deletion that covered part of the CLPP gene on the other allele. The severe neurological and MRI abnormalities in these young patients were due to the drastic impact of the CLPP mutations, correlating with the variation in clinical manifestations among previously reported patients. Our data show that similarity in brain-MRI patterns can be used to identify novel PRLTS3 patients, especially during early disease stages, when only part of the disease manifestations are present. This seems especially applicable to the severely affected cases in which CLPP function is drastically affected and MRI abnormalities are pronounced.
- Published
- 2016
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38. WeGET: predicting new genes for molecular systems by weighted co-expression.
- Author
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Szklarczyk R, Megchelenbrink W, Cizek P, Ledent M, Velemans G, Szklarczyk D, and Huynen MA
- Subjects
- Animals, Humans, Mice, Neuralgia genetics, Software, Databases, Genetic, Gene Expression Profiling
- Abstract
We have developed the Weighted Gene Expression Tool and database (WeGET, http://weget.cmbi.umcn.nl) for the prediction of new genes of a molecular system by correlated gene expression. WeGET utilizes a compendium of 465 human and 560 murine gene expression datasets that have been collected from multiple tissues under a wide range of experimental conditions. It exploits this abundance of expression data by assigning a high weight to datasets in which the known genes of a molecular system are harmoniously up- and down-regulated. WeGET ranks new candidate genes by calculating their weighted co-expression with that system. A weighted rank is calculated for human genes and their mouse orthologs. Then, an integrated gene rank and p-value is computed using a rank-order statistic. We applied our method to predict novel genes that have a high degree of co-expression with Gene Ontology terms and pathways from KEGG and Reactome. For each query set we provide a list of predicted novel genes, computed weights for transcription datasets used and cell and tissue types that contributed to the final predictions. The performance for each query set is assessed by 10-fold cross-validation. Finally, users can use the WeGET to predict novel genes that co-express with a custom query set., (© The Author(s) 2015. Published by Oxford University Press on behalf of Nucleic Acids Research.)
- Published
- 2016
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39. Integrative Genomics-Based Discovery of Novel Regulators of the Innate Antiviral Response.
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van der Lee R, Feng Q, Langereis MA, Ter Horst R, Szklarczyk R, Netea MG, Andeweg AC, van Kuppeveld FJ, and Huynen MA
- Subjects
- Cytokines genetics, DEAD Box Protein 58, Gene Expression Profiling methods, Gene Expression Regulation, Viral genetics, Gene Expression Regulation, Viral immunology, Genomics methods, RNA, Viral genetics, Receptors, Immunologic, Systems Integration, Virus Integration genetics, Viruses genetics, Cytokines immunology, DEAD-box RNA Helicases immunology, Immunity, Innate immunology, RNA, Viral immunology, Virus Integration immunology, Viruses immunology
- Abstract
The RIG-I-like receptor (RLR) pathway is essential for detecting cytosolic viral RNA to trigger the production of type I interferons (IFNα/β) that initiate an innate antiviral response. Through systematic assessment of a wide variety of genomics data, we discovered 10 molecular signatures of known RLR pathway components that collectively predict novel members. We demonstrate that RLR pathway genes, among others, tend to evolve rapidly, interact with viral proteins, contain a limited set of protein domains, are regulated by specific transcription factors, and form a tightly connected interaction network. Using a Bayesian approach to integrate these signatures, we propose likely novel RLR regulators. RNAi knockdown experiments revealed a high prediction accuracy, identifying 94 genes among 187 candidates tested (~50%) that affected viral RNA-induced production of IFNβ. The discovered antiviral regulators may participate in a wide range of processes that highlight the complexity of antiviral defense (e.g. MAP3K11, CDK11B, PSMA3, TRIM14, HSPA9B, CDC37, NUP98, G3BP1), and include uncharacterized factors (DDX17, C6orf58, C16orf57, PKN2, SNW1). Our validated RLR pathway list (http://rlr.cmbi.umcn.nl/), obtained using a combination of integrative genomics and experiments, is a new resource for innate antiviral immunity research.
- Published
- 2015
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40. Transcriptome analysis of complex I-deficient patients reveals distinct expression programs for subunits and assembly factors of the oxidative phosphorylation system.
- Author
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van der Lee R, Szklarczyk R, Smeitink J, Smeets HJ, Huynen MA, and Vogel R
- Subjects
- Binding Sites, Cell Line, Cluster Analysis, Electron Transport Complex I genetics, Humans, Mitochondrial Diseases metabolism, Promoter Regions, Genetic, Protein Binding, Protein Subunits genetics, Transcription Factors metabolism, Electron Transport Complex I deficiency, Gene Expression Profiling, Gene Expression Regulation, Mitochondrial Diseases genetics, Oxidative Phosphorylation, Transcriptome
- Abstract
Background: Transcriptional control of mitochondrial metabolism is essential for cellular function. A better understanding of this process will aid the elucidation of mitochondrial disorders, in particular of the many genetically unsolved cases of oxidative phosphorylation (OXPHOS) deficiency. Yet, to date only few studies have investigated nuclear gene regulation in the context of OXPHOS deficiency. In this study we performed RNA sequencing of two control and two complex I-deficient patient cell lines cultured in the presence of compounds that perturb mitochondrial metabolism: chloramphenicol, AICAR, or resveratrol. We combined this with a comprehensive analysis of mitochondrial and nuclear gene expression patterns, co-expression calculations and transcription factor binding sites., Results: Our analyses show that subsets of mitochondrial OXPHOS genes respond opposingly to chloramphenicol and AICAR, whereas the response of nuclear OXPHOS genes is less consistent between cell lines and treatments. Across all samples nuclear OXPHOS genes have a significantly higher co-expression with each other than with other genes, including those encoding mitochondrial proteins. We found no evidence for complex-specific mRNA expression regulation: subunits of different OXPHOS complexes are similarly (co-)expressed and regulated by a common set of transcription factors. However, we did observe significant differences between the expression of nuclear genes for OXPHOS subunits versus assembly factors, suggesting divergent transcription programs. Furthermore, complex I co-expression calculations identified 684 genes with a likely role in OXPHOS biogenesis and function. Analysis of evolutionarily conserved transcription factor binding sites in the promoters of these genes revealed almost all known OXPHOS regulators (including GABP, NRF1/2, SP1, YY1, E-box factors) and a set of novel candidates (ELK1, KLF7, SP4, EHF, ZNF143, and TEL2)., Conclusions: OXPHOS genes share an expression program distinct from other genes encoding mitochondrial proteins, indicative of targeted nuclear regulation of a mitochondrial sub-process. Within the subset of OXPHOS genes we established a difference in expression between mitochondrial and nuclear genes, and between nuclear genes encoding subunits and assembly factors. Most transcription regulators of genes that co-express with complex I are well-established factors for OXPHOS biogenesis. For the remaining six factors we here suggest for the first time a link with transcription regulation in OXPHOS deficiency.
- Published
- 2015
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41. Olfactory receptor genes cooperate with protocadherin genes in human extreme obesity.
- Author
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Mariman EC, Szklarczyk R, Bouwman FG, Aller EE, van Baak MA, and Wang P
- Abstract
Worldwide, the incidence of obesity has increased dramatically over the past decades. More knowledge about the complex etiology of obesity is needed in order to find additional approaches for treatment and prevention. Investigating the exome sequencing data of 30 extremely obese subjects (BMI 45-65 kg/m(2)) shows that predicted damaging missense variants in olfactory receptor genes on chromosome 1q and rare predicted damaging variants in the protocadherin (PCDH) beta-cluster genes on chromosome 5q31, reported in our previous work, co-localize in subjects with extreme obesity. This implies a synergistic effect between genetic variation in these gene clusters in the predisposition to extreme obesity. Evidence for a general involvement of the olfactory transduction pathway on itself could not be found. Bioinformatic analysis indicates a specific involvement of the PCDH beta-cluster genes in controlling tissue development. Further mechanistic insight needs to await the identification of the ligands of the 1q olfactory receptors. Eventually, this may provide the possibility to manipulate food flavor in a way to reduce the risk of overeating and of extreme obesity in genetically predisposed subjects.
- Published
- 2015
- Full Text
- View/download PDF
42. CLPB mutations cause 3-methylglutaconic aciduria, progressive brain atrophy, intellectual disability, congenital neutropenia, cataracts, movement disorder.
- Author
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Wortmann SB, Ziętkiewicz S, Kousi M, Szklarczyk R, Haack TB, Gersting SW, Muntau AC, Rakovic A, Renkema GH, Rodenburg RJ, Strom TM, Meitinger T, Rubio-Gozalbo ME, Chrusciel E, Distelmaier F, Golzio C, Jansen JH, van Karnebeek C, Lillquist Y, Lücke T, Õunap K, Zordania R, Yaplito-Lee J, van Bokhoven H, Spelbrink JN, Vaz FM, Pras-Raves M, Ploski R, Pronicka E, Klein C, Willemsen MA, de Brouwer AP, Prokisch H, Katsanis N, and Wevers RA
- Subjects
- Abnormalities, Multiple pathology, Adenosine Triphosphatases metabolism, Animals, Atrophy genetics, Atrophy pathology, Base Sequence, Cataract genetics, Cataract pathology, Endopeptidase Clp metabolism, Exome genetics, Humans, Intellectual Disability pathology, Metabolism, Inborn Errors pathology, Molecular Sequence Data, Movement Disorders genetics, Movement Disorders pathology, Neutropenia genetics, Neutropenia pathology, Polymorphism, Single Nucleotide genetics, Sarcoplasmic Reticulum Calcium-Transporting ATPases metabolism, Sequence Analysis, DNA, Zebrafish, Abnormalities, Multiple genetics, Brain pathology, Endopeptidase Clp genetics, Intellectual Disability genetics, Metabolism, Inborn Errors genetics
- Abstract
We studied a group of individuals with elevated urinary excretion of 3-methylglutaconic acid, neutropenia that can develop into leukemia, a neurological phenotype ranging from nonprogressive intellectual disability to a prenatal encephalopathy with progressive brain atrophy, movement disorder, cataracts, and early death. Exome sequencing of two unrelated individuals and subsequent Sanger sequencing of 16 individuals with an overlapping phenotype identified a total of 14 rare, predicted deleterious alleles in CLPB in 14 individuals from 9 unrelated families. CLPB encodes caseinolytic peptidase B homolog ClpB, a member of the AAA+ protein family. To evaluate the relevance of CLPB in the pathogenesis of this syndrome, we developed a zebrafish model and an in vitro assay to measure ATPase activity. Suppression of clpb in zebrafish embryos induced a central nervous system phenotype that was consistent with cerebellar and cerebral atrophy that could be rescued by wild-type, but not mutant, human CLPB mRNA. Consistent with these data, the loss-of-function effect of one of the identified variants (c.1222A>G [p.Arg408Gly]) was supported further by in vitro evidence with the mutant peptides abolishing ATPase function. Additionally, we show that CLPB interacts biochemically with ATP2A2, known to be involved in apoptotic processes in severe congenital neutropenia (SCN) 3 (Kostmann disease [caused by HAX1 mutations]). Taken together, mutations in CLPB define a syndrome with intellectual disability, congenital neutropenia, progressive brain atrophy, movement disorder, cataracts, and 3-methylglutaconic aciduria., (Copyright © 2015 The American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.)
- Published
- 2015
- Full Text
- View/download PDF
43. A mutation in the human CBP4 ortholog UQCC3 impairs complex III assembly, activity and cytochrome b stability.
- Author
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Wanschers BF, Szklarczyk R, van den Brand MA, Jonckheere A, Suijskens J, Smeets R, Rodenburg RJ, Stephan K, Helland IB, Elkamil A, Rootwelt T, Ott M, van den Heuvel L, Nijtmans LG, and Huynen MA
- Subjects
- Amino Acid Sequence, Carrier Proteins metabolism, Cell Line, Tumor, Consanguinity, Electron Transport Complex III deficiency, Electron Transport Complex III genetics, Enzyme Stability, Female, Fibroblasts metabolism, Humans, Infant, Newborn, Membrane Proteins metabolism, Mitochondria genetics, Mitochondria metabolism, Mitochondrial Proteins metabolism, Molecular Sequence Data, Mutation, Missense, Carrier Proteins genetics, Cytochromes b metabolism, Electron Transport Complex III metabolism, Membrane Proteins genetics, Mitochondrial Proteins genetics, Saccharomyces cerevisiae Proteins genetics
- Abstract
Complex III (cytochrome bc1) is a protein complex of the mitochondrial inner membrane that transfers electrons from ubiquinol to cytochrome c. Its assembly requires the coordinated expression of mitochondrial-encoded cytochrome b and nuclear-encoded subunits and assembly factors. Complex III deficiency is a severe multisystem disorder caused by mutations in subunit genes or assembly factors. Sequence-profile-based orthology predicts C11orf83, hereafter named UQCC3, to be the ortholog of the fungal complex III assembly factor CBP4. We describe a homozygous c.59T>A missense mutation in UQCC3 from a consanguineous patient diagnosed with isolated complex III deficiency, displaying lactic acidosis, hypoglycemia, hypotonia and delayed development without dysmorphic features. Patient fibroblasts have reduced complex III activity and lower levels of the holocomplex and its subunits than controls. They have no detectable UQCC3 protein and have lower levels of cytochrome b protein. Furthermore, in patient cells, cytochrome b is absent from a high-molecular-weight complex III. UQCC3 is reduced in cells depleted for the complex III assembly factors UQCC1 and UQCC2. Conversely, absence of UQCC3 in patient cells does not affect UQCC1 and UQCC2. This suggests that UQCC3 functions in the complex III assembly pathway downstream of UQCC1 and UQCC2 and is consistent with what is known about the function of Cbp4 and of the fungal orthologs of UQCC1 and UQCC2, Cbp3 and Cbp6. We conclude that UQCC3 functions in complex III assembly and that the c.59T>A mutation has a causal role in complex III deficiency., (© The Author 2014. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.)
- Published
- 2014
- Full Text
- View/download PDF
44. Control of mitochondrial integrity in ageing and disease.
- Author
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Szklarczyk R, Nooteboom M, and Osiewacz HD
- Subjects
- Aging genetics, Apoptosis genetics, Apoptosis physiology, Autophagy genetics, Autophagy physiology, DNA, Mitochondrial genetics, Humans, Kinetics, Mitochondria genetics, Mitochondrial Proteins genetics, Mutation genetics, Neurodegenerative Diseases genetics, Aging metabolism, DNA, Mitochondrial metabolism, Mitochondria metabolism, Mitochondrial Proteins metabolism, Mutation physiology, Neurodegenerative Diseases metabolism
- Abstract
Various molecular and cellular pathways are active in eukaryotes to control the quality and integrity of mitochondria. These pathways are involved in keeping a 'healthy' population of this essential organelle during the lifetime of the organism. Quality control (QC) systems counteract processes that lead to organellar dysfunction manifesting as degenerative diseases and ageing. We discuss disease- and ageing-related pathways involved in mitochondrial QC: mtDNA repair and reorganization, regeneration of oxidized amino acids, refolding and degradation of severely damaged proteins, degradation of whole mitochondria by mitophagy and finally programmed cell death. The control of the integrity of mtDNA and regulation of its expression is essential to remodel single proteins as well as mitochondrial complexes that determine mitochondrial functions. The redundancy of components, such as proteases, and the hierarchies of the QC raise questions about crosstalk between systems and their precise regulation. The understanding of the underlying mechanisms on the genomic, proteomic, organellar and cellular levels holds the key for the development of interventions for mitochondrial dysfunctions, degenerative processes, ageing and age-related diseases resulting from impairments of mitochondria., (© 2014 The Author(s) Published by the Royal Society. All rights reserved.)
- Published
- 2014
- Full Text
- View/download PDF
45. A mutation in the FAM36A gene, the human ortholog of COX20, impairs cytochrome c oxidase assembly and is associated with ataxia and muscle hypotonia.
- Author
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Szklarczyk R, Wanschers BF, Nijtmans LG, Rodenburg RJ, Zschocke J, Dikow N, van den Brand MA, Hendriks-Franssen MG, Gilissen C, Veltman JA, Nooteboom M, Koopman WJ, Willems PH, Smeitink JA, Huynen MA, and van den Heuvel LP
- Subjects
- Abnormalities, Multiple metabolism, Amino Acid Sequence, Animals, Ataxia metabolism, Base Sequence, Cells, Cultured, Child, Consanguinity, Cytochrome-c Oxidase Deficiency metabolism, DNA Mutational Analysis, Electron Transport Complex IV metabolism, Gene Expression, Humans, Ion Channels metabolism, Lactic Acid blood, Lactic Acid cerebrospinal fluid, Male, Membrane Proteins genetics, Mice, Mitochondria enzymology, Mitochondrial Proteins genetics, Molecular Sequence Data, Muscle Hypotonia metabolism, Mutation, Missense, Saccharomyces cerevisiae Proteins genetics, Abnormalities, Multiple genetics, Ataxia genetics, Cytochrome-c Oxidase Deficiency genetics, Ion Channels genetics, Muscle Hypotonia genetics, Protein Multimerization
- Abstract
The mitochondrial respiratory chain complex IV (cytochrome c oxidase) is a multi-subunit enzyme that transfers electrons from cytochrome c to molecular oxygen, yielding water. Its biogenesis requires concerted expression of mitochondria- and nuclear-encoded subunits and assembly factors. In this report, we describe a homozygous missense mutation in FAM36A from a patient who displays ataxia and muscle hypotonia. The FAM36A gene is a remote, putative ortholog of the fungal complex IV assembly factor COX20. Messenger RNA (mRNA) and protein co-expression analyses support the involvement of FAM36A in complex IV function in mammals. The c.154A>C mutation in the FAM36A gene, a mutation that is absent in sequenced exomes, leads to a reduced activity and lower levels of complex IV and its protein subunits. The FAM36A protein is nearly absent in patient's fibroblasts. Cells affected by the mutation accumulate subassemblies of complex IV that contain COX1 but are almost devoid of COX2 protein. We observe co-purification of FAM36A and COX2 proteins, supporting that the FAM36A defect hampers the early step of complex IV assembly at the incorporation of the COX2 subunit. Lentiviral complementation of patient's fibroblasts with wild-type FAM36A increases the complex IV activity as well as the amount of holocomplex IV and of individual subunits. These results establish the function of the human gene FAM36A/COX20 in complex IV assembly and support a causal role of the gene in complex IV deficiency.
- Published
- 2013
- Full Text
- View/download PDF
46. Loss, replacement and gain of proteins at the origin of the mitochondria.
- Author
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Huynen MA, Duarte I, and Szklarczyk R
- Subjects
- Oxidative Phosphorylation, Mitochondria metabolism, Proteins metabolism
- Abstract
We review what has been inferred about the changes at the level of the proteome that accompanied the evolution of the mitochondrion from an alphaproteobacterium. We regard these changes from an alphaproteobacterial perspective: which proteins were lost during mitochondrial evolution? And, of the proteins that were lost, which ones have been replaced by other, non-orthologous proteins with a similar function? Combining literature-supported replacements with quantitative analyses of mitochondrial proteomics data we infer that most of the loss and replacements that separate current day mitochondria in mammals from alphaproteobacteria took place before the radiation of the eukaryotes. Recent analyses show that also the acquisition of new proteins to the large protein complexes of the oxidative phosphorylation and the mitochondrial ribosome occurred mainly before the divergence of the eukaryotes. These results indicate a significant number of pivotal evolutionary events between the acquisition of the endosymbiont and the radiation of the eukaryotes and therewith support an early acquisition of mitochondria in eukaryotic evolution. Technically, advancements in the reconstruction of the evolutionary trajectories of loss, replacement and gain of mitochondrial proteins depend on using profile-based homology detection methods for sequence analysis. We highlight the mitochondrial Holliday junction resolvase endonuclease, for which such methods have detected new "family members" and in which function differentiation is accompanied by the loss of catalytic residues for the original enzymatic function and the gain of a protein domain for the new function. This article is part of a Special Issue entitled: The evolutionary aspects of bioenergetic systems., (Copyright © 2012 Elsevier B.V. All rights reserved.)
- Published
- 2013
- Full Text
- View/download PDF
47. BOLA1 is an aerobic protein that prevents mitochondrial morphology changes induced by glutathione depletion.
- Author
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Willems P, Wanschers BF, Esseling J, Szklarczyk R, Kudla U, Duarte I, Forkink M, Nooteboom M, Swarts H, Gloerich J, Nijtmans L, Koopman W, and Huynen MA
- Subjects
- Buthionine Sulfoximine pharmacology, Humans, Oxidation-Reduction, Glutathione metabolism, Mitochondria metabolism, Mitochondrial Proteins physiology
- Abstract
Aims: The BolA protein family is widespread among eukaryotes and bacteria. In Escherichia coli, BolA causes a spherical cell shape and is overexpressed during oxidative stress. Here we aim to elucidate the possible role of its human homolog BOLA1 in mitochondrial morphology and thiol redox potential regulation., Results: We show that BOLA1 is a mitochondrial protein that counterbalances the effect of L-buthionine-(S,R)-sulfoximine (BSO)-induced glutathione (GSH) depletion on the mitochondrial thiol redox potential. Furthermore, overexpression of BOLA1 nullifies the effect of BSO and S-nitrosocysteine on mitochondrial morphology. Conversely, knockdown of the BOLA1 gene increases the oxidation of mitochondrial thiol groups. Supporting a role of BOLA1 in controlling the mitochondrial thiol redox potential is that BOLA1 orthologs only occur in aerobic eukaryotes. A measured interaction of BOLA1 with the mitochondrial monothiol glutaredoxin GLRX5 provides hints for potential mechanisms behind BOLA1's effect on mitochondrial redox potential. Nevertheless, we have no direct evidence for a role of GLRX5 in BOLA1's function., Innovation: We implicate a new protein, BOLA1, in the regulation of the mitochondrial thiol redox potential., Conclusion: BOLA1 is an aerobic, mitochondrial protein that prevents mitochondrial morphology aberrations induced by GSH depletion and reduces the associated oxidative shift of the mitochondrial thiol redox potential.
- Published
- 2013
- Full Text
- View/download PDF
48. Mutations in the UQCC1-interacting protein, UQCC2, cause human complex III deficiency associated with perturbed cytochrome b protein expression.
- Author
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Tucker EJ, Wanschers BF, Szklarczyk R, Mountford HS, Wijeyeratne XW, van den Brand MA, Leenders AM, Rodenburg RJ, Reljić B, Compton AG, Frazier AE, Bruno DL, Christodoulou J, Endo H, Ryan MT, Nijtmans LG, Huynen MA, and Thorburn DR
- Subjects
- Consanguinity, Cytochromes b genetics, Electron Transport Complex III metabolism, Fibroblasts metabolism, Fibroblasts pathology, Gene Expression Regulation, Homozygote, Humans, Membrane Proteins metabolism, Mitochondria genetics, Mitochondria metabolism, Mitochondrial Diseases pathology, Mitochondrial Diseases therapy, Mitochondrial Proteins genetics, Molecular Chaperones genetics, Molecular Chaperones metabolism, Mutation, Oxidative Phosphorylation, Saccharomyces cerevisiae, Saccharomyces cerevisiae Proteins genetics, Saccharomyces cerevisiae Proteins metabolism, Cytochromes b biosynthesis, Electron Transport Complex III genetics, Membrane Proteins genetics, Mitochondrial Diseases genetics
- Abstract
Mitochondrial oxidative phosphorylation (OXPHOS) is responsible for generating the majority of cellular ATP. Complex III (ubiquinol-cytochrome c oxidoreductase) is the third of five OXPHOS complexes. Complex III assembly relies on the coordinated expression of the mitochondrial and nuclear genomes, with 10 subunits encoded by nuclear DNA and one by mitochondrial DNA (mtDNA). Complex III deficiency is a debilitating and often fatal disorder that can arise from mutations in complex III subunit genes or one of three known complex III assembly factors. The molecular cause for complex III deficiency in about half of cases, however, is unknown and there are likely many complex III assembly factors yet to be identified. Here, we used Massively Parallel Sequencing to identify a homozygous splicing mutation in the gene encoding Ubiquinol-Cytochrome c Reductase Complex Assembly Factor 2 (UQCC2) in a consanguineous Lebanese patient displaying complex III deficiency, severe intrauterine growth retardation, neonatal lactic acidosis and renal tubular dysfunction. We prove causality of the mutation via lentiviral correction studies in patient fibroblasts. Sequence-profile based orthology prediction shows UQCC2 is an ortholog of the Saccharomyces cerevisiae complex III assembly factor, Cbp6p, although its sequence has diverged substantially. Co-purification studies show that UQCC2 interacts with UQCC1, the predicted ortholog of the Cbp6p binding partner, Cbp3p. Fibroblasts from the patient with UQCC2 mutations have deficiency of UQCC1, while UQCC1-depleted cells have reduced levels of UQCC2 and complex III. We show that UQCC1 binds the newly synthesized mtDNA-encoded cytochrome b subunit of complex III and that UQCC2 patient fibroblasts have specific defects in the synthesis or stability of cytochrome b. This work reveals a new cause for complex III deficiency that can assist future patient diagnosis, and provides insight into human complex III assembly by establishing that UQCC1 and UQCC2 are complex III assembly factors participating in cytochrome b biogenesis., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2013
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49. NDUFA4 is a subunit of complex IV of the mammalian electron transport chain.
- Author
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Balsa E, Marco R, Perales-Clemente E, Szklarczyk R, Calvo E, Landázuri MO, and Enríquez JA
- Subjects
- Animals, Blotting, Western, Chromatography, Liquid, Electron Transport Complex IV metabolism, Electrophoresis, Fibroblasts metabolism, HeLa Cells, Humans, Mice, Tandem Mass Spectrometry, Electron Transport Complex IV genetics, Evolution, Molecular, Oxidative Phosphorylation, Protein Subunits genetics
- Abstract
The oxidative phosphorylation system is one of the best-characterized metabolic pathways. In mammals, the protein components and X-ray structures are defined for all complexes except complex I. Here, we show that NDUFA4, formerly considered a constituent of NADH Dehydrogenase (CI), is instead a component of the cytochrome c oxidase (CIV). Deletion of NDUFA4 does not perturb CI. Rather, proteomic, genetic, evolutionary, and biochemical analyses reveal that NDUFA4 plays a role in CIV function and biogenesis. The change in the attribution of the NDUFA4 protein requires renaming of the gene and reconsideration of the structure of CIV. Furthermore, NDUFA4 should be considered a candidate gene for CIV rather than CI deficiencies in humans., (Copyright © 2012 Elsevier Inc. All rights reserved.)
- Published
- 2012
- Full Text
- View/download PDF
50. C7orf30 specifically associates with the large subunit of the mitochondrial ribosome and is involved in translation.
- Author
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Wanschers BF, Szklarczyk R, Pajak A, van den Brand MA, Gloerich J, Rodenburg RJ, Lightowlers RN, Nijtmans LG, and Huynen MA
- Subjects
- Amino Acid Sequence, Cell Line, Tumor, Gene Knockdown Techniques, Genes, Bacterial, HEK293 Cells, Humans, Mitochondria genetics, Mitochondrial Proteins chemistry, Mitochondrial Proteins genetics, Molecular Sequence Data, Nucleotides metabolism, Operon, Phylogeny, Protein Structure, Tertiary, Ribosomal Proteins chemistry, Ribosomal Proteins genetics, Sequence Analysis, DNA, Mitochondrial Proteins physiology, Protein Biosynthesis, Ribosomal Proteins physiology, Ribosome Subunits, Large, Eukaryotic chemistry
- Abstract
In a comparative genomics study for mitochondrial ribosome-associated proteins, we identified C7orf30, the human homolog of the plant protein iojap. Gene order conservation among bacteria and the observation that iojap orthologs cannot be transferred between bacterial species predict this protein to be associated with the mitochondrial ribosome. Here, we show colocalization of C7orf30 with the large subunit of the mitochondrial ribosome using isokinetic sucrose gradient and 2D Blue Native polyacrylamide gel electrophoresis (BN-PAGE) analysis. We co-purified C7orf30 with proteins of the large subunit, and not with proteins of the small subunit, supporting interaction that is specific to the large mitoribosomal complex. Consistent with this physical association, a mitochondrial translation assay reveals negative effects of C7orf30 siRNA knock-down on mitochondrial gene expression. Based on our data we propose that C7orf30 is involved in ribosomal large subunit function. Sequencing the gene in 35 patients with impaired mitochondrial translation did not reveal disease-causing mutations in C7orf30.
- Published
- 2012
- Full Text
- View/download PDF
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