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1.
J Assist Reprod Genet ; 40(3): 671-682, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36701026

RESUMO

PURPOSE: To analyze the influence of Caucasian mitochondrial haplogroups on controlled ovarian stimulation outcome (COS), embryo (E), and pregnancy success. METHODS: In a Caucasian population (n = 517) undergoing COS, mitochondrial haplogroups and physiological parameters were determined. Patients were classified, according to Bologna criteria, as good (>3)/poor ≤3) responder, on dependence of recruited oocytes (RO), and in pregnancy/non-pregnancy groups. Haplogroups were determined by sequencing mitochondrial hypervariable sequence I and confirmed by polymerase chain reaction (PCR), followed by restriction fragment length polymorphisms (RFLP). RESULTS: The rank of total dose of FSH (TD FSH) was similar in all clusters/haplogroups, except in JT, which is narrower (950-3,650 IU), particularly in T (1,350-3,650 IU). The statistical analysis showed higher RO and E in JT when compared to U, although it was only Uk which accumulated significantly in pregnancy respect to JT. Pearson's correlations between TD FSH and RO showed negative statistical significance in all population (P = 0.001), H (P = 0.03), JT (P = 0.01), and T (P = 0.03). The percentage of contribution of TD FSH on RO was almost nine times in the JT cluster as compared to all population one. CONCLUSIONS: JT cluster shows a different influence of TD FSH on RO. JT cluster shows higher RO and E than U, but it is Uk which exhibits a significant higher pregnancy rate than JT. The negative influence of the JT cluster on pregnancy success strongly suggests that the m.4216 T > C polymorphism could be responsible.


Assuntos
Fertilização in vitro , Hormônio Foliculoestimulante Humano , Feminino , Gravidez , Humanos , Taxa de Gravidez , Fertilização in vitro/métodos , Indução da Ovulação/métodos , Oócitos
2.
Clin Genet ; 102(4): 339-344, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35808913

RESUMO

Leber hereditary optic neuropathy is a mitochondrial disease mainly due to pathologic mutations in mitochondrial genes related to the respiratory complex I of the oxidative phosphorylation system. Genetic, physiological, and environmental factors modulate the penetrance of these mutations. We report two patients suffering from this disease and harboring a m.15950G > A mutation in the mitochondrial DNA-encoded gene for the threonine transfer RNA. We also provide evidences supporting the pathogenicity of this mutation.


Assuntos
Atrofia Óptica Hereditária de Leber , DNA Mitocondrial/genética , Complexo I de Transporte de Elétrons/genética , Humanos , Mutação , Atrofia Óptica Hereditária de Leber/genética , Atrofia Óptica Hereditária de Leber/patologia , RNA de Transferência/genética
3.
Int J Mol Sci ; 24(1)2022 Dec 28.
Artigo em Inglês | MEDLINE | ID: mdl-36613915

RESUMO

Heredity of familial hypercholesterolemia (FH) can present as a dominant monogenic disorder of polygenic origin or with no known genetic cause. In addition, the variability of the symptoms among individuals or within the same families evidence the potential contribution of additional factors than monogenic mutations that could modulate the development and severity of the disease. In addition, statins, the lipid-lowering drugs which constitute the first-line therapy for the disease, cause associated muscular symptoms in a certain number of individuals. Here, we analyze the evidence of the mitochondrial genetic variation with a special emphasis on the role of CoQ10 to explain this variability found in both disease symptoms and statins side effects. We propose to use mtDNA variants and copy numbers as markers for the cardiovascular disease development of FH patients and to predict potential statin secondary effects and explore new mechanisms to identify new markers of disease or implement personalized medicine strategies for FH therapy.


Assuntos
Aterosclerose , Inibidores de Hidroximetilglutaril-CoA Redutases , Hiperlipoproteinemia Tipo II , Humanos , Inibidores de Hidroximetilglutaril-CoA Redutases/efeitos adversos , Hiperlipoproteinemia Tipo II/complicações , Hiperlipoproteinemia Tipo II/tratamento farmacológico , Hiperlipoproteinemia Tipo II/genética , Aterosclerose/tratamento farmacológico , Aterosclerose/genética , Aterosclerose/complicações , Hipolipemiantes/uso terapêutico , Patrimônio Genético
4.
Int J Mol Sci ; 23(19)2022 Sep 20.
Artigo em Inglês | MEDLINE | ID: mdl-36232299

RESUMO

Thymidine kinase (TK2) deficiency causes mitochondrial DNA depletion syndrome. We aimed to report the clinical, biochemical, genetic, histopathological, and ultrastructural features of a cohort of paediatric patients with TK2 deficiency. Mitochondrial DNA was isolated from muscle biopsies to assess depletions and deletions. The TK2 genes were sequenced using Sanger sequencing from genomic DNA. All muscle biopsies presented ragged red fibres (RRFs), and the prevalence was greater in younger ages, along with an increase in succinate dehydrogenase (SDH) activity and cytochrome c oxidase (COX)-negative fibres. An endomysial inflammatory infiltrate was observed in younger patients and was accompanied by an overexpression of major histocompatibility complex type I (MHC I). The immunofluorescence study for complex I and IV showed a greater number of fibres than those that were visualized by COX staining. In the ultrastructural analysis, we found three major types of mitochondrial alterations, consisting of concentrically arranged lamellar cristae, electrodense granules, and intramitochondrial vacuoles. The pathological features in the muscle showed substantial differences in the youngest patients when compared with those that had a later onset of the disease. Additional ultrastructural features are described in the muscle biopsy, such as sarcomeric de-structuration in the youngest patients with a more severe phenotype.


Assuntos
Miopatias Mitocondriais , Timidina Quinase/metabolismo , DNA Mitocondrial/análise , DNA Mitocondrial/genética , Complexo IV da Cadeia de Transporte de Elétrons/genética , Complexo IV da Cadeia de Transporte de Elétrons/metabolismo , Humanos , Miopatias Mitocondriais/genética , Miopatias Mitocondriais/patologia , Músculo Esquelético/metabolismo , Miocárdio/metabolismo , Succinato Desidrogenase , Timidina Quinase/genética
5.
Clin Chem ; 67(8): 1113-1121, 2021 08 05.
Artigo em Inglês | MEDLINE | ID: mdl-34352085

RESUMO

BACKGROUND: Mitochondrial diseases (MD) are genetic metabolic disorders that impair normal mitochondrial structure or function. The aim of this study was to investigate the status of circulating cell-free mitochondrial DNA (ccfmtDNA) in cerebrospinal fluid (CSF), together with other biomarkers (growth differentiation factor-15 [GDF-15], alanine, and lactate), in a cohort of 25 patients with a molecular diagnosis of MD. METHODS: Measurement of ccfmtDNA was performed by using droplet digital PCR. RESULTS: The mean copy number of ccfmtDNA was approximately 6 times higher in the MD cohort compared to the control group; patients with mitochondrial deletion and depletion syndromes (MDD) had the higher levels. We also detected the presence of both wild-type mtDNA and mtDNA deletions in CSF samples of patients with single deletions. Patients with MDD with single deletions had significantly higher concentrations of GDF-15 in CSF than controls, whereas patients with point mutations in mitochondrial DNA presented no statistically significant differences. Additionally, we found a significant positive correlation between ccfmtDNA levels and GDF-15 concentrations (r = 0.59, P = 0.016). CONCLUSION: CSF ccfmtDNA levels are significantly higher in patients with MD in comparison to controls and, thus, they can be used as a novel biomarker for MD research. Our results could also be valuable to support the clinical outcome assessment of MD patients.


Assuntos
Ácidos Nucleicos Livres , Doenças Mitocondriais , Biomarcadores/líquido cefalorraquidiano , Ácidos Nucleicos Livres/genética , DNA Mitocondrial/genética , Humanos , Mitocôndrias/genética , Doenças Mitocondriais/diagnóstico , Doenças Mitocondriais/genética
6.
J Assist Reprod Genet ; 38(10): 2769-2779, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34346002

RESUMO

PURPOSE: To determine the influence of different genotypes of Ala307Thr and Asn680Ser FSHr polymorphisms on controlled ovarian stimulation (COS) outcome and pregnancy. METHODS: This study collected blood and physiological and clinical parameters of 517 Caucasian patients (Statistical power ≥ 80%) that underwent COS treatment. Genotypes of Ala307Thr and Asn680Ser polymorphisms were determined using PCR amplification followed by Bsu36I and BsrI digestion, respectively. RESULTS: Ala307Ala and Ser680Ser genotypes associated to worse parameters of COS outcome (preovulatory follicles P = 0.05, in both), justifying their lower pregnancy rate than Non-Ala307Ala, P = 0.01 and Non-Ser680Ser, P = 0.004, respectively or together, (P = 0.003). Within the Non-Ala307Ala group, Thr307Thr genotype showed higher number of fertilized oocytes (P = 0.04) and embryos (P = 0.01) than Non-Thr307Thr, but no influence on pregnancy rate. Ala307Ala and Ser680Ser patients doubled probability of non-pregnancy than Non-Ala307Ala (odds ratio = 2.0) and Non-Ser680Ser (odds ratio = 2.11), respectively. Ala307Ala and Ser680Ser genotypes tend to appear together (P < 0.0001), which increases the probability of non-pregnancy. CONCLUSIONS: Ala307Ala and Ser680Ser genotypes of 307 and 680 FSHr polymorphisms associate to worse COS outcome than its respective Non-Ala307Ala and Non-Ser680Ser. Within the Non-Ala307Ala genotypes, Thr307Thr, although shows higher Fertilized Oocytes and Embryos, do not influence on pregnancy rate. Ala307Ala and Ser680Ser genotypes double the probability of Non-Pregnancy than their respective Non-Ala307Ala and Non-Ser680Ser genotypes. Furthermore, the strong tendency of these genotypes to appear together worsens the probability of pregnancy in these patients.


Assuntos
Infertilidade Feminina/terapia , Indução da Ovulação/estatística & dados numéricos , Polimorfismo de Nucleotídeo Único , Taxa de Gravidez , Receptores do FSH/genética , Técnicas de Reprodução Assistida/efeitos adversos , Adulto , Feminino , Humanos , Infertilidade Feminina/genética , Infertilidade Feminina/patologia , Gravidez
7.
Neurogenetics ; 21(1): 19-27, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31655921

RESUMO

A 3-year-old girl presented with severe epilepsy in the context of Borrelia infection. After ceftriaxone/lidocaine administration, she showed secondarily generalized focal crises that led to neurological and motor sequelae. Genetic studies identified in the patient two heterozygous POLG mutations (c.2591A>G; p.Asn864Ser and c.3649G>C; p.Ala1217Pro). Through analysis of POLG activity in cultured fibroblasts, we confirmed that the mutations altered the mtDNA turnover. Moreover, patient fibroblasts were more sensitive than controls in the presence of a mitochondrial replication-affecting drug, the antiretroviral azidothymidine. To test if ceftriaxone treatment could worsen the deleterious effect of the patient mutations, toxicity assays were performed. Cell toxicity, without direct effect on mitochondrial respiratory function, was detected at different antibiotic concentrations. The clinical outcome, together with the different in vitro sensitivity to ceftriaxone among patient and control cells, suggested that the mitochondrial disease symptoms were hastened by the infection and were possibly worsened by the pharmacological treatment. This study underscores the benefit of early genetic diagnosis of the patients with mitochondrial diseases, since they may be a target group of patients especially vulnerable to environmental factors.


Assuntos
Infecções por Borrelia/complicações , DNA Polimerase gama/genética , Epilepsia/genética , Doenças Mitocondriais/genética , Mutação , Antibacterianos/efeitos adversos , Infecções por Borrelia/tratamento farmacológico , Ceftriaxona/efeitos adversos , Células Cultivadas , Pré-Escolar , DNA Mitocondrial/genética , Epilepsia/etiologia , Feminino , Humanos , Doenças Mitocondriais/etiologia
8.
Hum Mol Genet ; 27(23): 4135-4144, 2018 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-30452684

RESUMO

Protein import into mitochondria is facilitated by translocases within the outer and the inner mitochondrial membranes that are dedicated to a highly specific subset of client proteins. The mitochondrial carrier translocase (TIM22 complex) inserts multispanning proteins, such as mitochondrial metabolite carriers and translocase subunits (TIM23, TIM17A/B and TIM22), into the inner mitochondrial membrane. Both types of substrates are essential for mitochondrial metabolic function and biogenesis. Here, we report on a subject, diagnosed at 1.5 years, with a neuromuscular presentation, comprising hypotonia, gastroesophageal reflux disease and persistently elevated serum and Cerebrospinal fluid lactate (CSF). Patient fibroblasts displayed reduced oxidative capacity and altered mitochondrial morphology. Using trans-mitochondrial cybrid cell lines, we excluded a candidate variant in mitochondrial DNA as causative of these effects. Whole-exome sequencing identified compound heterozygous variants in the TIM22 gene (NM_013337), resulting in premature truncation in one allele (p.Tyr25Ter) and a point mutation in a conserved residue (p.Val33Leu), within the intermembrane space region, of the TIM22 protein in the second allele. Although mRNA transcripts of TIM22 were elevated, biochemical analyses revealed lower levels of TIM22 protein and an even greater deficiency of TIM22 complex formation. In agreement with a defect in carrier translocase function, carrier protein amounts in the inner membrane were found to be reduced. This is the first report of pathogenic variants in the TIM22 pore-forming subunit of the carrier translocase affecting the biogenesis of inner mitochondrial membrane proteins critical for metabolite exchange.


Assuntos
Proteínas de Transporte/genética , Mitocôndrias/genética , Proteínas de Transporte da Membrana Mitocondrial/genética , Miopatias Mitocondriais/genética , Criança , DNA Mitocondrial/genética , Feminino , Fibroblastos/metabolismo , Predisposição Genética para Doença , Humanos , Ácido Láctico/líquido cefalorraquidiano , Proteínas de Membrana Transportadoras/genética , Mitocôndrias/patologia , Membranas Mitocondriais/metabolismo , Membranas Mitocondriais/patologia , Miopatias Mitocondriais/líquido cefalorraquidiano , Miopatias Mitocondriais/patologia , Proteínas do Complexo de Importação de Proteína Precursora Mitocondrial , Mutação , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Sequenciamento do Exoma
9.
Clin Genet ; 97(5): 731-735, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-31912494

RESUMO

The frequency of dermatological manifestations in diseases due to mitochondrial DNA mutations is not well known, although multiple symmetric lipomatosis has been repeatedly associated to mitochondrial DNA mutations. Here, we present a patient suffering from multiple symmetric lipomatosis and other skin signs. We found a new mitochondrial DNA mutation, m.8357T>C, in the tRNALys -coding gene and, using a cybrid approach, confirmed its pathogenicity. A meta-analysis of the dermatological signs of the patient shows that they are not common in patients with confirmed mitochondrial DNA mutations and suggests that, in these cases, lipomatosis is not related to the oxidative phosphorylation dysfunction, but to an alteration of an additional function associated to particular mitochondrial tRNAs.


Assuntos
DNA Mitocondrial/genética , Lipomatose Simétrica Múltipla/genética , RNA de Transferência/genética , Adulto , Humanos , Lipomatose Simétrica Múltipla/diagnóstico por imagem , Lipomatose Simétrica Múltipla/fisiopatologia , Masculino , Pessoa de Meia-Idade , Mitocôndrias/genética , Mitocôndrias/patologia , Mutação/genética
10.
Brain ; 142(1): 50-58, 2019 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-30576410

RESUMO

Physical stress, including high temperatures, may damage the central metabolic nicotinamide nucleotide cofactors [NAD(P)H], generating toxic derivatives [NAD(P)HX]. The highly conserved enzyme NAD(P)HX dehydratase (NAXD) is essential for intracellular repair of NAD(P)HX. Here we present a series of infants and children who suffered episodes of febrile illness-induced neurodegeneration or cardiac failure and early death. Whole-exome or whole-genome sequencing identified recessive NAXD variants in each case. Variants were predicted to be potentially deleterious through in silico analysis. Reverse-transcription PCR confirmed altered splicing in one case. Subject fibroblasts showed highly elevated concentrations of the damaged cofactors S-NADHX, R-NADHX and cyclic NADHX. NADHX accumulation was abrogated by lentiviral transduction of subject cells with wild-type NAXD. Subject fibroblasts and muscle biopsies showed impaired mitochondrial function, higher sensitivity to metabolic stress in media containing galactose and azide, but not glucose, and decreased mitochondrial reactive oxygen species production. Recombinant NAXD protein harbouring two missense variants leading to the amino acid changes p.(Gly63Ser) and p.(Arg608Cys) were thermolabile and showed a decrease in Vmax and increase in KM for the ATP-dependent NADHX dehydratase activity. This is the first study to identify pathogenic variants in NAXD and to link deficient NADHX repair with mitochondrial dysfunction. The results show that NAXD deficiency can be classified as a metabolite repair disorder in which accumulation of damaged metabolites likely triggers devastating effects in tissues such as the brain and the heart, eventually leading to early childhood death.


Assuntos
Hidroliases/deficiência , Doenças Neurodegenerativas/genética , Pré-Escolar , Simulação por Computador , Feminino , Febre/complicações , Febre/metabolismo , Fibroblastos/metabolismo , Vetores Genéticos , Humanos , Hidroliases/genética , Lactente , Cinética , Lentivirus , Masculino , Mitocôndrias/metabolismo , Mutação , NAD/análogos & derivados , NAD/metabolismo , Doenças Neurodegenerativas/complicações , Doenças Neurodegenerativas/metabolismo , Cultura Primária de Células , Sequenciamento Completo do Genoma
11.
Int J Mol Sci ; 21(9)2020 May 10.
Artigo em Inglês | MEDLINE | ID: mdl-32397676

RESUMO

Mitochondrial oxidative phosphorylation disorders are extremely heterogeneous conditions. Their clinical and genetic variability makes the identification of reliable and specific biomarkers very challenging. Until now, only a few studies have focused on the effect of a defective oxidative phosphorylation functioning on the cell's secretome, although it could be a promising approach for the identification and pre-selection of potential circulating biomarkers for mitochondrial diseases. Here, we review the insights obtained from secretome studies with regard to oxidative phosphorylation dysfunction, and the biomarkers that appear, so far, to be promising to identify mitochondrial diseases. We propose two new biomarkers to be taken into account in future diagnostic trials.


Assuntos
DNA Mitocondrial/genética , Fatores de Crescimento de Fibroblastos/metabolismo , Fator 15 de Diferenciação de Crescimento/metabolismo , Interleucina-6/metabolismo , Doenças Mitocondriais/metabolismo , Fosforilação Oxidativa , Fator A de Crescimento do Endotélio Vascular/metabolismo , Biomarcadores/metabolismo , Fatores de Crescimento de Fibroblastos/genética , Fator 15 de Diferenciação de Crescimento/genética , Humanos , Doenças Mitocondriais/genética , Via Secretória/efeitos dos fármacos , Via Secretória/genética , Fator A de Crescimento do Endotélio Vascular/genética
12.
Mol Genet Metab ; 126(3): 250-258, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30642748

RESUMO

AIM: To perform a deep phenotype characterisation in a pedigree of 3 siblings with Leigh syndrome and compound heterozygous NDUFAF6 mutations. METHOD: A multi-gene panel of childhood-onset basal ganglia neurodegeneration inherited conditions was analysed followed by functional studies in fibroblasts. RESULTS: Three siblings developed gait dystonia in infancy followed by rapid progression to generalised dystonia and psychomotor regression. Brain magnetic resonance showed symmetric and bilateral cytotoxic lesions in the putamen and proliferation of the lenticular-striate arteries, latter spreading to the caudate and progressing to cavitation and volume loss. We identified a frameshift novel change (c.554_558delTTCTT; p.Tyr187AsnfsTer65) and a pathogenic missense change (c.371T>C; p.Ile124Thr) in the NDUFAF6 gene, which segregated with an autosomal recessive inheritance within the family. Patient mutations were associated with the absence of the NDUFAF6 protein and reduced activity and assembly of mature complex I in fibroblasts. By functional complementation assay, the mutant phenotype was rescued by the canonical version of the NDUFAF6. A literature review of 14 NDUFAF6 patients showed a consistent phenotype of an early childhood insidious onset neurological regression with prominent dystonia associated with basal ganglia degeneration and long survival. INTERPRETATION: NDUFAF6-related Leigh syndrome is a relevant cause of childhood onset dystonia and isolated bilateral striatal necrosis. By genetic complementation, we could demonstrate the pathogenicity of novel genetic variants in NDUFAF6.


Assuntos
Distúrbios Distônicos/genética , Complexo I de Transporte de Elétrons/genética , Doença de Leigh/genética , Proteínas Mitocondriais/genética , Degeneração Estriatonigral/congênito , Biópsia , Criança , Estudos de Coortes , Feminino , Fibroblastos , Expressão Gênica , Variação Genética , Humanos , Doença de Leigh/complicações , Masculino , Músculos/patologia , Mutação , Linhagem , Irmãos , Degeneração Estriatonigral/genética
13.
J Inherit Metab Dis ; 41(6): 1147-1158, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-29974349

RESUMO

Mitochondrial diseases are a group of genetic disorders leading to the dysfunction of mitochondrial energy metabolism pathways. We aimed to assess the clinical phenotype and the biochemical cerebrospinal fluid (CSF) biogenic amine profiles of patients with different diagnoses of genetic mitochondrial diseases. We recruited 29 patients with genetically confirmed mitochondrial diseases harboring mutations in either nuclear or mitochondrial DNA (mtDNA) genes. Signs and symptoms of impaired neurotransmission and neuroradiological data were recorded. CSF monoamines, pterins, and 5-methyltetrahydrofolate (5MTHF) concentrations were analyzed using high-performance liquid chromatography with electrochemical and fluorescence detection procedures. The mtDNA mutations were studied by Sanger sequencing, Southern blot, and real-time PCR, and nuclear DNA was assessed either by Sanger or next-generation sequencing. Five out of 29 cases showed predominant dopaminergic signs not attributable to basal ganglia involvement, harboring mutations in different nuclear genes. A chi-square test showed a statistically significant association between high homovanillic acid (HVA) values and low CSF 5-MTHF values (chi-square = 10.916; p = 0.001). Seven out of the eight patients with high CSF HVA values showed cerebral folate deficiency. Five of them harbored mtDNA deletions associated with Kearns-Sayre syndrome (KSS), one had a mitochondrial point mutation at the mtDNA ATPase6 gene, and one had a POLG mutation. In conclusion, dopamine deficiency clinical signs were present in some patients with mitochondrial diseases with different genetic backgrounds. High CSF HVA values, together with a severe cerebral folate deficiency, were observed in KSS patients and in other mtDNA mutation syndromes.


Assuntos
Aminas Biogênicas/líquido cefalorraquidiano , Ácido Homovanílico/líquido cefalorraquidiano , Doenças Mitocondriais/líquido cefalorraquidiano , Doenças Mitocondriais/diagnóstico , Pterinas/líquido cefalorraquidiano , Tetra-Hidrofolatos/líquido cefalorraquidiano , DNA Mitocondrial/genética , Humanos , Doenças Mitocondriais/genética , Mutação Puntual , Deleção de Sequência , Tetra-Hidrofolatos/deficiência
14.
BMC Bioinformatics ; 18(1): 158, 2017 Mar 07.
Artigo em Inglês | MEDLINE | ID: mdl-28270093

RESUMO

BACKGROUND: Several methods have been developed to predict the pathogenicity of missense mutations but none has been specifically designed for classification of variants in mtDNA-encoded polypeptides. Moreover, there is not available curated dataset of neutral and damaging mtDNA missense variants to test the accuracy of predictors. Because mtDNA sequencing of patients suffering mitochondrial diseases is revealing many missense mutations, it is needed to prioritize candidate substitutions for further confirmation. Predictors can be useful as screening tools but their performance must be improved. RESULTS: We have developed a SVM classifier (Mitoclass.1) specific for mtDNA missense variants. Training and validation of the model was executed with 2,835 mtDNA damaging and neutral amino acid substitutions, previously curated by a set of rigorous pathogenicity criteria with high specificity. Each instance is described by a set of three attributes based on evolutionary conservation in Eukaryota of wildtype and mutant amino acids as well as coevolution and a novel evolutionary analysis of specific substitutions belonging to the same domain of mitochondrial polypeptides. Our classifier has performed better than other web-available tested predictors. We checked performance of three broadly used predictors with the total mutations of our curated dataset. PolyPhen-2 showed the best results for a screening proposal with a good sensitivity. Nevertheless, the number of false positive predictions was too high. Our method has an improved sensitivity and better specificity in relation to PolyPhen-2. We also publish predictions for the complete set of 24,201 possible missense variants in the 13 human mtDNA-encoded polypeptides. CONCLUSIONS: Mitoclass.1 allows a better selection of candidate damaging missense variants from mtDNA. A careful search of discriminatory attributes and a training step based on a curated dataset of amino acid substitutions belonging exclusively to human mtDNA genes allows an improved performance. Mitoclass.1 accuracy could be improved in the future when more mtDNA missense substitutions will be available for updating the attributes and retraining the model.


Assuntos
Análise Mutacional de DNA/métodos , DNA Mitocondrial , Aprendizado de Máquina , Mitocôndrias/metabolismo , Mutação de Sentido Incorreto , Peptídeos/genética , Biologia Computacional/métodos , Humanos , Mitocôndrias/genética , Sensibilidade e Especificidade
15.
BMC Bioinformatics ; 17(1): 436, 2016 Oct 28.
Artigo em Inglês | MEDLINE | ID: mdl-27793083

RESUMO

BACKGROUND: Molecular evolution studies involve many different hard computational problems solved, in most cases, with heuristic algorithms that provide a nearly optimal solution. Hence, diverse software tools exist for the different stages involved in a molecular evolution workflow. RESULTS: We present MEvoLib, the first molecular evolution library for Python, providing a framework to work with different tools and methods involved in the common tasks of molecular evolution workflows. In contrast with already existing bioinformatics libraries, MEvoLib is focused on the stages involved in molecular evolution studies, enclosing the set of tools with a common purpose in a single high-level interface with fast access to their frequent parameterizations. The gene clustering from partial or complete sequences has been improved with a new method that integrates accessible external information (e.g. GenBank's features data). Moreover, MEvoLib adjusts the fetching process from NCBI databases to optimize the download bandwidth usage. In addition, it has been implemented using parallelization techniques to cope with even large-case scenarios. CONCLUSIONS: MEvoLib is the first library for Python designed to facilitate molecular evolution researches both for expert and novel users. Its unique interface for each common task comprises several tools with their most used parameterizations. It has also included a method to take advantage of biological knowledge to improve the gene partition of sequence datasets. Additionally, its implementation incorporates parallelization techniques to enhance computational costs when handling very large input datasets.


Assuntos
Evolução Molecular , Biblioteca Gênica , Software , Algoritmos , Sequência de Bases , Biologia Computacional/métodos , DNA Mitocondrial/genética , Genes , Humanos
16.
Hum Mol Genet ; 23(23): 6191-200, 2014 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-24986921

RESUMO

Mitochondrial DNA mutations at MT-ATP6 gene are relatively common in individuals suffering from striatal necrosis syndromes. These patients usually do not show apparent histochemical and/or biochemical signs of oxidative phosphorylation dysfunction. Because of this, MT-ATP6 is not typically analyzed in many other mitochondrial disorders that have not been previously associated to mutations in this gene. To correct this bias, we have performed a screening of the MT-ATP6 gene in a large collection of patients suspected of suffering different mitochondrial DNA (mtDNA) disorders. In three cases, biochemical, molecular-genetics and other analyses in patient tissues and cybrids were also carried out. We found three new pathologic mutations. Two of them in patients showing phenotypes that have not been commonly associated to mutations in the MT-ATP6 gene. These results remark the importance of sequencing the MT-ATP6 gene in patients with striatal necrosis syndromes, but also within other mitochondrial pathologies. This gene should be sequenced at least in all those patients suspected of suffering an mtDNA disorder disclosing normal results for histochemical and biochemical analyses of respiratory chain.


Assuntos
DNA Mitocondrial/genética , ATPases Mitocondriais Próton-Translocadoras/genética , Feminino , Humanos , Doença de Leigh/genética , Masculino , Doenças Mitocondriais/genética , Miopatias Mitocondriais/genética , Mutação , Fenótipo , Retinose Pigmentar/genética
17.
Hum Mol Genet ; 22(6): 1132-9, 2013 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-23223015

RESUMO

Some ribosomal antibiotics used in clinical practice to fight pathogenic bacteria can provoke serious adverse drug reactions in patients. Sensitivity to the antibiotics is a multifactorial trait but the genetic variation of sensitive individuals to off-target effects of the drugs might be one of the factors contributing to this condition. Thus, the protein synthesis apparatus of mitochondria is similar to that of bacteria because of its endosymbiotic origin and, therefore, mitochondrial ribosomes are frequently unintended off-targets of these antibiotics. Because of the limitations of epidemiologic studies of pharmacogenomics, we constructed 25 transmitochondrial cell lines using platelets from individuals belonging to high-frequency European mitochondrial DNA (mtDNA) haplogroups and grew them in the absence or presence of commonly used ribosomal antibiotics. Next, we analyzed the mitochondrial synthesis of proteins and the mitochondrial oxygen consumption to ascertain whether some side effects of ribosomal drugs are due to their interaction with particular mtDNA haplogroup-defining polymorphisms. The amount of mitochondrial translation products, the p.MT-CO1/succinate dehydrogenase subunit A ratio and the ratio of respiratory complex IV quantity to citrate synthase (CS)-specific activity were significantly lower, after the treatment with linezolid, in cybrids harboring the highly frequent m.3010A allele. These results suggest that mitochondrial antibiograms should be implemented for at least the most frequent mitochondrial ribosomal RNA (rRNA) polymorphisms and combinations of polymorphisms and the most frequently used ribosomal antibiotics. In this way, we would obtain individualized barcodes for antibiotic therapy, avoid the side effects of the antibiotics and enable appropriate personalized medicine.


Assuntos
Antibacterianos/uso terapêutico , Infecções Bacterianas/tratamento farmacológico , Testes de Sensibilidade Microbiana , Mitocôndrias/efeitos dos fármacos , Medicina de Precisão , Infecções Bacterianas/genética , Infecções Bacterianas/metabolismo , Linhagem Celular , Humanos , Mitocôndrias/genética , Mitocôndrias/metabolismo , Dados de Sequência Molecular , Biossíntese de Proteínas/efeitos dos fármacos
18.
BMC Genomics ; 15: 91, 2014 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-24484525

RESUMO

BACKGROUND: Mutations in the gene encoding thymidine kinase 2 (TK2) result in the myopathic form of mitochondrial DNA depletion syndrome which is a mitochondrial encephalomyopathy presenting in children. In order to unveil some of the mechanisms involved in this pathology and to identify potential biomarkers and therapeutic targets we have investigated the gene expression profile of human skeletal muscle deficient for TK2 using cDNA microarrays. RESULTS: We have analysed the whole transcriptome of skeletal muscle from patients with TK2 mutations and compared it to normal muscle and to muscle from patients with other mitochondrial myopathies. We have identified a set of over 700 genes which are differentially expressed in TK2 deficient muscle. Bioinformatics analysis reveals important changes in muscle metabolism, in particular, in glucose and glycogen utilisation, and activation of the starvation response which affects aminoacid and lipid metabolism. We have identified those transcriptional regulators which are likely to be responsible for the observed changes in gene expression. CONCLUSION: Our data point towards the tumor suppressor p53 as the regulator at the centre of a network of genes which are responsible for a coordinated response to TK2 mutations which involves inflammation, activation of muscle cell death by apoptosis and induction of growth and differentiation factor 15 (GDF-15) in muscle and serum. We propose that GDF-15 may represent a potential novel biomarker for mitochondrial dysfunction although further studies are required.


Assuntos
Perfilação da Expressão Gênica , Fator 15 de Diferenciação de Crescimento/genética , Miopatias Mitocondriais/genética , Timidina Quinase/genética , Proteína Supressora de Tumor p53/metabolismo , Adolescente , Adulto , Biomarcadores/metabolismo , Caspase 3/metabolismo , Criança , Pré-Escolar , Biologia Computacional , DNA Mitocondrial/genética , DNA Mitocondrial/metabolismo , Fator 15 de Diferenciação de Crescimento/sangue , Fator 15 de Diferenciação de Crescimento/metabolismo , Humanos , Lactente , Miopatias Mitocondriais/patologia , Músculo Esquelético/metabolismo , Músculo Esquelético/patologia , Transdução de Sinais , Timidina Quinase/metabolismo
19.
Crit Care ; 18(3): R136, 2014 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-24981786

RESUMO

INTRODUCTION: In a previous study with 96 septic patients, we found that circulating platelets in 6-months surviving septic patients showed higher activity and quantity of cytochrome c oxidase (COX) normalized by citrate synthase (CS) activity at moment of severe sepsis diagnosis than non-surviving septic patients. The objective of this study was to estimate whether COX specific activity during the first week predicts 1-month sepsis survival in a larger cohort of patients. METHODS: Using a prospective, multicenter, observational study carried out in six Spanish intensive care units with 198 severe septic patients, we determined COX activity per proteins (COXact/Prot) in circulating platelets at day 1, 4 and 8 of the severe sepsis diagnosis. Endpoints were 1-month and 6-months mortality. RESULTS: Survivor patients (n = 130) showed higher COXact/Prot (P < 0.001) than non-survivors (n = 68) at day 1, 4 and 8 of severe sepsis diagnosis. More than a half of the 6-months survivor patients showed an increase in their COXact/Prot from day 1 to 8. However, most of the 1-month non-survivors exhibited a decrease in their COXact/Prot from day 1 to 8. Multiple logistic regression analyses showed that of platelet COXact/Prot > 0.30 mOD/min/mg at day 1 (P = 0.002), 4 (P = 0.006) and 8 (P = 0.02) was associated independently with 1-month mortality. Area under the curve of COXact/Prot at day 1, 4 and 8 to predict 30-day survival were 0.70 (95% CI = 0.63-0.76; P < 0.001), 0.71 (95% CI = 0.64-0.77; P < 0.001) and 0.71 (95% CI = 0.64-0.78; P < 0.001), respectively. CONCLUSIONS: The new findings of our study, to our knowledge the largest series reporting data about mitochondrial function during follow-up in septic patients, were that septic patients that survive 1-month have a higher platelet cytochrome oxidase activity at moment of sepsis diagnosis and during the first week than non-survivors, and that platelet cytochrome oxidase activity at moment of sepsis diagnosis and during the first week could be used as biomarker to predict the clinical outcome in septic patients.


Assuntos
Plaquetas/enzimologia , Complexo IV da Cadeia de Transporte de Elétrons/sangue , Sepse/enzimologia , Biomarcadores/sangue , Humanos , Unidades de Terapia Intensiva , Mitocôndrias/enzimologia , Fosforilação Oxidativa , Prognóstico , Estudos Prospectivos , Sepse/diagnóstico , Sepse/mortalidade , Sobreviventes
20.
Clin Exp Ophthalmol ; 42(9): 856-64, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24800637

RESUMO

BACKGROUND: Mutations causing Leber hereditary optic neuropathy are usually homoplasmic, show incomplete penetrance, and many of the affected positions are not well conserved through evolution. A large percentage of patients harbouring these mutations have no family history of disease. Moreover, the transfer of the mutation in the cybrid model is frequently not accompanied by the transfer of the cellular, biochemical and molecular phenotype. All these features make difficult their classification as the etiologic factors for this disease. We report a patient who exhibits typical clinical features of Leber hereditary optic neuropathy but lacks all three of the most common mitochondrial DNA mutations. METHODS: The diagnosis was made based on clinical studies. The mitochondrial DNA was completely sequenced, and the candidate mutation was analysed in more than 18 000 individuals around the world, its conservation index was estimated in more than 3100 species from protists to mammals, its position was modelled in the crystal structure of a bacteria ortholog subunit, and its functional consequences were studied in a cybrid model. RESULTS: Genetic analysis revealed an m.3472T>C transition in the MT-ND1 gene that changes a phenylalanine to leucine at position 56. Bioinformatics, molecular-genetic analysis and functional studies suggest that this transition is the etiological factor for the disorder. CONCLUSIONS: This mutation expands the spectrum of deleterious changes in mitochondrial DNA-encoded complex I polypeptides associated with this pathology and highlights the difficulties in assigning pathogenicity to new homoplasmic mutations that show incomplete penetrance in sporadic Leber hereditary optic neuropathy patients.


Assuntos
DNA Mitocondrial/genética , Mitocôndrias/genética , NADH Desidrogenase/genética , Atrofia Óptica Hereditária de Leber/genética , Polimorfismo de Nucleotídeo Único , Adulto , Sequência de Bases , Análise Mutacional de DNA , Humanos , Masculino , Dados de Sequência Molecular , Atrofia Óptica Hereditária de Leber/diagnóstico , Fenótipo , Reação em Cadeia da Polimerase , Polimorfismo de Fragmento de Restrição , Estrutura Secundária de Proteína , Testes de Campo Visual , Campos Visuais
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