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1.
Brain ; 147(1): 91-99, 2024 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-37804319

RESUMEN

Pathogenic variants in the MFN2 gene are commonly associated with autosomal dominant (CMT2A2A) or recessive (CMT2A2B) Charcot-Marie-Tooth disease, with possible involvement of the CNS. Here, we present a case of severe antenatal encephalopathy with lissencephaly, polymicrogyria and cerebellar atrophy. Whole genome analysis revealed a homozygous deletion c.1717-274_1734 del (NM_014874.4) in the MFN2 gene, leading to exon 16 skipping and in-frame loss of 50 amino acids (p.Gln574_Val624del), removing the proline-rich domain and the transmembrane domain 1 (TM1). MFN2 is a transmembrane GTPase located on the mitochondrial outer membrane that contributes to mitochondrial fusion, shaping large mitochondrial networks within cells. In silico modelling showed that the loss of the TM1 domain resulted in a drastically altered topological insertion of the protein in the mitochondrial outer membrane. Fetus fibroblasts, investigated by fluorescent cell imaging, electron microscopy and time-lapse recording, showed a sharp alteration of the mitochondrial network, with clumped mitochondria and clusters of tethered mitochondria unable to fuse. Multiple deficiencies of respiratory chain complexes with severe impairment of complex I were also evidenced in patient fibroblasts, without involvement of mitochondrial DNA instability. This is the first reported case of a severe developmental defect due to MFN2 deficiency with clumped mitochondria.


Asunto(s)
Encefalopatías , Enfermedad de Charcot-Marie-Tooth , Embarazo , Humanos , Femenino , Homocigoto , Mutación/genética , Proteínas Mitocondriales/genética , Proteínas Mitocondriales/metabolismo , Eliminación de Secuencia , Mitocondrias/metabolismo , Encefalopatías/genética , Enfermedad de Charcot-Marie-Tooth/genética , GTP Fosfohidrolasas/genética , GTP Fosfohidrolasas/metabolismo
2.
J Transl Med ; 22(1): 495, 2024 May 25.
Artículo en Inglés | MEDLINE | ID: mdl-38796496

RESUMEN

BACKGROUND: The pathophysiology of toxico-nutritional optic neuropathies remains debated, with no clear understanding of the respective roles played by the direct alcohol toxicity, smoking and the often associated vitamin deficiencies, which are risk factors for optic neuropathy. Our aim was to investigate genetic susceptibility in patients with bilateral infraclinical optic neuropathy associated with chronic alcohol use disorder. METHODS: This retrospective cohort study included 102 visually asymptomatic patients with documented alcohol use disorder from a French reference center. Optic neuropathy was identified with optical coherence tomography (OCT), after which genetic susceptibility in the group of affected patients was investigated. Genetic testing was performed using panel sequencing of 87 nuclear genes and complete mitochondrial DNA sequencing. RESULTS: Optic neuropathy was detected in 36% (37/102) of the included patients. Genetic testing of affected patients disclosed two patients (2/30, 6.7%) with optic neuropathy associated with pathogenic variants affecting the SPG7 gene and five patients (5/30, 16.7%) who harbored variants of uncertain significance close to probable pathogenicity in the genes WFS1, LOXL1, MMP19, NR2F1 and PMPCA. No pathogenic mitochondrial DNA variants were found in this group. CONCLUSIONS: OCT can detect presence of asymptomatic optic neuropathy in patients with chronic alcohol use disorder. Furthermore, genetic susceptibility to optic neuropathy in this setting is found in almost a quarter of affected patients. Further studies may clarify the role of preventative measures in patients who might be predisposed to avoidable visual loss and blindness.


Asunto(s)
Predisposición Genética a la Enfermedad , Enfermedades del Nervio Óptico , Humanos , Masculino , Femenino , Enfermedades del Nervio Óptico/genética , Persona de Mediana Edad , Adulto , Alcoholismo/genética , Alcoholismo/complicaciones , Anciano , Estudios Retrospectivos
3.
Brain ; 146(2): 455-460, 2023 02 13.
Artículo en Inglés | MEDLINE | ID: mdl-36317462

RESUMEN

Hereditary optic neuropathies are caused by the degeneration of retinal ganglion cells whose axons form the optic nerves, with a consistent genetic heterogeneity. As part of our diagnostic activity, we retrospectively evaluated the combination of Leber hereditary optic neuropathy mutations testing with the exon sequencing of 87 nuclear genes on 2186 patients referred for suspected hereditary optic neuropathies. The positive diagnosis rate in individuals referred for Leber hereditary optic neuropathy testing was 18% (199/1126 index cases), with 92% (184/199) carrying one of the three main pathogenic variants of mitochondrial DNA (m.11778G>A, 66.5%; m.3460G>A, 15% and m.14484T>C, 11%). The positive diagnosis rate in individuals referred for autosomal dominant or recessive optic neuropathies was 27% (451/1680 index cases), with 10 genes accounting together for 96% of this cohort. This represents an overall positive diagnostic rate of 30%. The identified top 10 nuclear genes included OPA1, WFS1, ACO2, SPG7, MFN2, AFG3L2, RTN4IP1, TMEM126A, NR2F1 and FDXR. Eleven additional genes, each accounting for less than 1% of cases, were identified in 17 individuals. Our results show that 10 major genes account for more than 96% of the cases diagnosed with our nuclear gene panel.


Asunto(s)
Atrofia Óptica Autosómica Dominante , Atrofia Óptica Hereditaria de Leber , Enfermedades del Nervio Óptico , Humanos , Atrofia Óptica Hereditaria de Leber/genética , Estudios Retrospectivos , Atrofia Óptica Autosómica Dominante/genética , Atrofia Óptica Autosómica Dominante/patología , Enfermedades del Nervio Óptico/genética , Mutación/genética , ADN Mitocondrial/genética , ATPasas Asociadas con Actividades Celulares Diversas/genética , Proteasas ATP-Dependientes/genética , Proteínas Portadoras/genética , Proteínas Mitocondriales/genética , Proteínas de la Membrana/genética
4.
Cell Mol Life Sci ; 80(8): 210, 2023 Jul 18.
Artículo en Inglés | MEDLINE | ID: mdl-37460898

RESUMEN

Dysregulated autophagy is associated with cardiovascular and metabolic diseases, where impaired flow-mediated endothelial cell responses promote cardiovascular risk. The mechanism by which the autophagy machinery regulates endothelial functions is complex. We applied multi-omics approaches and in vitro and in vivo functional assays to decipher the diverse roles of autophagy in endothelial cells. We demonstrate that autophagy regulates VEGF-dependent VEGFR signaling and VEGFR-mediated and flow-mediated eNOS activation. Endothelial ATG5 deficiency in vivo results in selective loss of flow-induced vasodilation in mesenteric arteries and kidneys and increased cerebral and renal vascular resistance in vivo. We found a crucial pathophysiological role for autophagy in endothelial cells in flow-mediated outward arterial remodeling, prevention of neointima formation following wire injury, and recovery after myocardial infarction. Together, these findings unravel a fundamental role of autophagy in endothelial function, linking cell proteostasis to mechanosensing.


Asunto(s)
Células Endoteliales , Infarto del Miocardio , Humanos , Autofagia , Proteína 5 Relacionada con la Autofagia/genética , Proteína 5 Relacionada con la Autofagia/metabolismo , Células Endoteliales/metabolismo , Endotelio Vascular/metabolismo , Arterias Mesentéricas/metabolismo , Infarto del Miocardio/metabolismo , Óxido Nítrico Sintasa de Tipo III/metabolismo , Transducción de Señal , Vasodilatación , Animales , Ratones
5.
Biomed Chromatogr ; 38(3): e5799, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38041149

RESUMEN

The management of life-threatening complications in patients with sickle cell disease (SCD) requires an accurate and reproducible quantification of haemoglobin A (HbA) and S (HbS) with a short turnaround time and 24-7 availability. We propose a novel method for quantifying HbA and HbS using the glycated haemoglobin (HbA1c) assay on a Tosoh HLC-723G8 (G8) analyser in variant mode. HbA and HbS results obtained using our method highly correlated with results obtained using a reference method (r > 0.99 for 124 samples of patients with SCD or sickle cell trait). Our method met laboratory requirements for linearity (coefficient of variation [CV] and bias <5%), between-run and within-run reproducibility (CV <10%) and carryover (<0.5%) over the range of HbS and HbA values expected in a therapeutic context. Using the G8 analyser in variant mode is viable for monitoring HbA and HbS concentrations in dire situations. This method is easy to use, quick (1.6 min per sample), and automatable and produces highly reproducible results without significant bias. Finally, it does not require modifications to the analytical pipeline recommended by the supplier, enabling a 24-7 availability without disrupting routine monitoring of HbA1c in the laboratory.


Asunto(s)
Anemia de Células Falciformes , Hemoglobina A , Hemoglobina Falciforme , Humanos , Hemoglobina Glucada , Reproducibilidad de los Resultados
6.
Hum Mol Genet ; 30(1): 21-29, 2021 03 25.
Artículo en Inglés | MEDLINE | ID: mdl-33437983

RESUMEN

Leber's hereditary optic neuropathy (LHON) is the most common disorder due to mitochondrial DNA mutations and complex I deficiency. It is characterized by an acute vision loss, generally in young adults, with a higher penetrance in males. How complex I dysfunction induces the peculiar LHON clinical presentation remains an unanswered question. To gain an insight into this question, we carried out a non-targeted metabolomic investigation using the plasma of 18 LHON patients, during the chronic phase of the disease, comparing them to 18 healthy controls. A total of 500 metabolites were screened of which 156 were accurately detected. A supervised Orthogonal Partial Least Squares-Discriminant Analysis (OPLS-DA) highlighted a robust model for disease prediction with a Q2 (cum) of 55.5%, with a reliable performance during the permutation test (cross-validation analysis of variance, P-value = 5.02284e-05) and a good prediction of a test set (P = 0.05). This model highlighted 10 metabolites with variable importance in the projection (VIP) > 0.8. Univariate analyses revealed nine discriminating metabolites, six of which were the same as those found in the Orthogonal Projections to Latent Structures Discriminant Analysis model. In total, the 13 discriminating metabolites identified underlining dietary metabolites (nicotinamide, taurine, choline, 1-methylhistidine and hippurate), mitochondrial energetic substrates (acetoacetate, glutamate and fumarate) and purine metabolism (inosine). The decreased concentration of taurine and nicotinamide (vitamin B3) suggest interesting therapeutic targets, given their neuroprotective roles that have already been demonstrated for retinal ganglion cells. Our results show a reliable predictive metabolomic signature in the plasma of LHON patients and highlighted taurine and nicotinamide deficiencies.


Asunto(s)
Mitocondrias/genética , Niacinamida/sangre , Atrofia Óptica Hereditaria de Leber/sangre , Taurina/sangre , Adolescente , Adulto , Anciano , ADN Mitocondrial/genética , Complejo I de Transporte de Electrón/sangre , Complejo I de Transporte de Electrón/genética , Femenino , Humanos , Masculino , Metaboloma/genética , Metabolómica , Persona de Mediana Edad , Mitocondrias/patología , Mutación/genética , Niacinamida/deficiencia , Atrofia Óptica Hereditaria de Leber/genética , Atrofia Óptica Hereditaria de Leber/patología , Células Ganglionares de la Retina/metabolismo , Células Ganglionares de la Retina/patología , Taurina/deficiencia , Adulto Joven
7.
Int J Mol Sci ; 24(15)2023 Jul 26.
Artículo en Inglés | MEDLINE | ID: mdl-37569376

RESUMEN

Cardiac complications are frequently found following a stroke in humans whose pathophysiological mechanism remains poorly understood. We used machine learning to analyse a large set of data from a metabolipidomic study assaying 630 metabolites in a rat stroke model to investigate metabolic changes affecting the heart within 72 h after a stroke. Twelve rats undergoing a stroke and 28 rats undergoing the sham procedure were investigated. A plasmatic signature consistent with the literature with notable lipid metabolism remodelling was identified. The post-stroke heart showed a discriminant metabolic signature, in comparison to the sham controls, involving increased collagen turnover, increased arginase activity with decreased nitric oxide synthase activity as well as an altered amino acid metabolism (including serine, asparagine, lysine and glycine). In conclusion, these results demonstrate that brain injury induces a metabolic remodelling in the heart potentially involved in the pathophysiology of stroke heart syndrome.

8.
Hum Mutat ; 43(2): 128-142, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34837429

RESUMEN

Pathogenic variants of the nuclear receptor subfamily 2 group F member 1 gene (NR2F1) are responsible for Bosch-Boonstra-Schaaf optic atrophy syndrome (BBSOAS), an autosomal dominant disorder characterized by optic atrophy associated with developmental delay and intellectual disability, but with a clinical presentation which appears to be multifaceted. We created the first public locus-specific database dedicated to NR2F1. All variants and clinical cases reported in the literature, as well as new unpublished cases, were integrated into the database using standard nomenclature to describe both molecular and phenotypic anomalies. We subsequently pursued a comprehensive approach based on computed representation and analysis suggesting a refinement of the BBSOAS clinical description with respect to neurological features and the inclusion of additional signs of hypotonia and feeding difficulties. This database is fully accessible for both clinician and molecular biologists and should prove useful in further refining the clinical synopsis of NR2F1 as new data is recorded.


Asunto(s)
Factor de Transcripción COUP I , Bases de Datos Genéticas , Discapacidad Intelectual , Atrofias Ópticas Hereditarias , Atrofia Óptica , Factor de Transcripción COUP I/genética , Humanos , Discapacidad Intelectual/genética , Hipotonía Muscular/genética , Atrofias Ópticas Hereditarias/genética , Atrofia Óptica/diagnóstico , Atrofia Óptica/genética
9.
Hum Mol Genet ; 29(8): 1319-1329, 2020 05 28.
Artículo en Inglés | MEDLINE | ID: mdl-32202296

RESUMEN

Interpretation of variants of uncertain significance is an actual major challenge. We addressed this question on a set of OPA1 missense variants responsible for variable severity of neurological impairments. We used targeted metabolomics to explore the different signatures of OPA1 variants expressed in Opa1 deleted mouse embryonic fibroblasts (Opa1-/- MEFs), grown under selective conditions. Multivariate analyses of data discriminated Opa1+/+ from Opa1-/- MEFs metabolic signatures and classified OPA1 variants according to their in vitro severity. Indeed, the mild p.I382M hypomorphic variant was segregating close to the wild-type allele, while the most severe p.R445H variant was close to Opa1-/- MEFs, and the p.D603H and p.G439V alleles, responsible for isolated and syndromic presentations, respectively, were intermediary between the p.I382M and the p.R445H variants. The most discriminant metabolic features were hydroxyproline, the spermine/spermidine ratio, amino acid pool and several phospholipids, emphasizing proteostasis, endoplasmic reticulum (ER) stress and phospholipid remodeling as the main mechanisms ranking OPA1 allele impacts on metabolism. These results demonstrate the high resolving power of metabolomics in hierarchizing OPA1 missense mutations by their in vitro severity, fitting clinical expressivity. This suggests that our methodological approach can be used to discriminate the pathological significance of variants in genes responsible for other rare metabolic diseases and may be instrumental to select possible compounds eligible for supplementation treatment.


Asunto(s)
Estrés del Retículo Endoplásmico/genética , GTP Fosfohidrolasas/genética , Metabolómica , Alelos , Animales , Fibroblastos/metabolismo , Humanos , Ratones , Mutación Missense/genética , Fenotipo , Proteostasis/genética
10.
Clin Chem ; 68(10): 1341-1343, 2022 10 06.
Artículo en Inglés | MEDLINE | ID: mdl-36107955

RESUMEN

We thank He et al. for their comments on our article (1), which gives us the opportunity to clarify some methodological points. 1. Detection of abnormal patterns: mechanics.


Asunto(s)
Aprendizaje Profundo , Proteínas Sanguíneas , Electroforesis , Humanos
11.
FASEB J ; 35(7): e21678, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-34133045

RESUMEN

Hypertension is associated with excessive reactive oxygen species (ROS) production in vascular cells. Mitochondria undergo fusion and fission, a process playing a role in mitochondrial function. OPA1 is essential for mitochondrial fusion. Loss of OPA1 is associated with ROS production and cell dysfunction. We hypothesized that mitochondria fusion could reduce oxidative stress that defect in fusion would exacerbate hypertension. Using (a) Opa1 haploinsufficiency in isolated resistance arteries from Opa1+/- mice, (b) primary vascular cells from Opa1+/- mice, and (c) RNA interference experiments with siRNA against Opa1 in vascular cells, we investigated the role of mitochondria fusion in hypertension. In hypertension, Opa1 haploinsufficiency induced altered mitochondrial cristae structure both in vascular smooth muscle and endothelial cells but did not modify protein level of long and short forms of OPA1. In addition, we demonstrated an increase of mitochondrial ROS production, associated with a decrease of superoxide dismutase 1 protein expression. We also observed an increase of apoptosis in vascular cells and a decreased VSMCs proliferation. Blood pressure, vascular contractility, as well as endothelium-dependent and -independent relaxation were similar in Opa1+/- , WT, L-NAME-treated Opa1+/- and WT mice. Nevertheless, chronic NO-synthase inhibition with L-NAME induced a greater hypertension in Opa1+/- than in WT mice without compensatory arterial wall hypertrophy. This was associated with a stronger reduction in endothelium-dependent relaxation due to excessive ROS production. Our results highlight the protective role of mitochondria fusion in the vasculature during hypertension by limiting mitochondria ROS production.


Asunto(s)
GTP Fosfohidrolasas/fisiología , Hipertensión/prevención & control , Dinámicas Mitocondriales , Sustancias Protectoras/administración & dosificación , Animales , Apoptosis , Inhibidores Enzimáticos/toxicidad , Hipertensión/inducido químicamente , Hipertensión/metabolismo , Hipertensión/patología , Masculino , Ratones Endogámicos C57BL , Ratones Noqueados , NG-Nitroarginina Metil Éster/toxicidad , Estrés Oxidativo , Especies Reactivas de Oxígeno/metabolismo
12.
Int J Mol Sci ; 23(12)2022 Jun 07.
Artículo en Inglés | MEDLINE | ID: mdl-35742839

RESUMEN

Aneurysm is the second-most common disease affecting the aorta worldwide after atherosclerosis. While several clinical metabolomic studies have been reported, no study has reported deep metabolomic phenotyping in experimental animal models of aortic aneurysm. We performed a targeted metabolomics study on the blood and aortas of an experimental mice model of aortic aneurysm generated by high-cholesterol diet and angiotensin II in Ldlr-/- mice. The mice model showed a significant increase in media/lumen ratio and wall area, which is associated with lipid deposition within the adventitia, describing a hypertrophic remodeling with an aneurysm profile of the abdominal aorta. Altered aortas showed increased collagen remodeling, disruption of lipid metabolism, decreased glucose, nitric oxide and lysine metabolisms, and increased polyamines and asymmetric dimethylarginine (ADMA) production. In blood, a major hyperlipidemia was observed with decreased concentrations of glutamine, glycine, taurine, and carnitine, and increased concentrations of the branched amino acids (BCAA). The BCAA/glycine and BCAA/glutamine ratios discriminated with very good sensitivity and specificity between aneurysmatic and non-aneurysmatic mice. To conclude, our results reveal that experimental induction of aortic aneurysms causes a profound alteration in the metabolic profile in aortas and blood, mainly centered on an alteration of NO, lipid, and energetic metabolisms.


Asunto(s)
Aneurisma de la Aorta Abdominal , Hipercolesterolemia , Hiperlipidemias , Receptores de LDL/metabolismo , Angiotensina II/metabolismo , Animales , Aorta Abdominal/metabolismo , Aneurisma de la Aorta Abdominal/metabolismo , Modelos Animales de Enfermedad , Metabolismo Energético , Glutamina/metabolismo , Glicina/metabolismo , Hipercolesterolemia/metabolismo , Hiperlipidemias/metabolismo , Lípidos , Metabolómica , Ratones , Ratones Endogámicos C57BL , Óxido Nítrico/metabolismo
13.
J Proteome Res ; 20(5): 2772-2779, 2021 05 07.
Artículo en Inglés | MEDLINE | ID: mdl-33851846

RESUMEN

The importance of sexual dimorphism of the mouse brain metabolome was recently highlighted, in addition to a high regional specificity found between the frontal cortex, the cerebellum, and the brain stem. To address the origin of this dimorphism, we performed gonadectomy on both sexes, followed by a metabolomic study targeting 188 metabolites in the three brain regions. While sham controls, which underwent the same surgical procedure without gonadectomy, reproduced the regional sexual dimorphism of the metabolome previously identified, no sex difference was identifiable after gonadectomy, through both univariate and multivariate analyses. These experiments also made it possible to identify which sex was responsible for the dimorphism for 35 metabolites. The female sex contributed to the difference for more than 80% of them. Our results show that gonads are the main contributors to the brain sexual dimorphism previously observed, especially in females.


Asunto(s)
Metabolómica , Caracteres Sexuales , Animales , Encéfalo , Castración , Femenino , Masculino , Metaboloma , Ratones
14.
J Proteome Res ; 20(5): 2390-2396, 2021 05 07.
Artículo en Inglés | MEDLINE | ID: mdl-33818108

RESUMEN

The postmortem diagnosis of hypothermia fatalities is often complex due to the absence of pathognomonic lesions and biomarkers. In this study, potential novel biomarkers of hypothermia fatalities were searched in the vitreous humor of known cases of hypothermia fatalities (n = 20) compared to control cases (n = 16), using a targeted metabolomics approach allowing quantitative detection of 188 metabolites. A robust discriminant model with good predictivity was obtained with the supervised OPLS-DA multivariate analysis, showing a distinct separation between the hypothermia and control groups. This signature was characterized by the decreased concentrations of five metabolites (methionine sulfoxide, tryptophan, phenylalanine, alanine, and ornithine) and the increased concentration of 28 metabolites (21 phosphatidylcholines, 3 sphingomyelins, spermine, citrulline, acetylcarnitine, and hydroxybutyrylcarnitine) in hypothermia fatalities compared to controls. The signature shows similarities with already identified features in serum such as the altered concentrations of tryptophan, acylcarnitines, and unsaturated phosphatidylcholines, revealing a highly significant increased activity of methionine sulfoxide reductase, attested by a low methionine sulfoxide-to-methionine ratio. Our results show a preliminary metabolomics signature of hypothermia fatalities in the vitreous humor, highlighting an increased methionine sulfoxide reductase activity.


Asunto(s)
Líquidos Corporales , Hipotermia , Biomarcadores , Humanos , Metabolómica , Cuerpo Vítreo
15.
Genet Med ; 23(9): 1769-1778, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34040194

RESUMEN

PURPOSE: Diseases caused by defects in mitochondrial DNA (mtDNA) maintenance machinery, leading to mtDNA deletions, form a specific group of disorders. However, mtDNA deletions also appear during aging, interfering with those resulting from mitochondrial disorders. METHODS: Here, using next-generation sequencing (NGS) data processed by eKLIPse and data mining, we established criteria distinguishing age-related mtDNA rearrangements from those due to mtDNA maintenance defects. MtDNA deletion profiles from muscle and urine patient samples carrying pathogenic variants in nuclear genes involved in mtDNA maintenance (n = 40) were compared with age-matched controls (n = 90). Seventeen additional patient samples were used to validate the data mining model. RESULTS: Overall, deletion number, heteroplasmy level, deletion locations, and the presence of repeats at deletion breakpoints were significantly different between patients and controls, especially in muscle samples. The deletion number was significantly relevant in adults, while breakpoint repeat lengths surrounding deletions were discriminant in young subjects. CONCLUSION: Altogether, eKLIPse analysis is a powerful tool for measuring the accumulation of mtDNA deletions between patients of different ages, as well as in prioritizing novel variants in genes involved in mtDNA stability.


Asunto(s)
Genoma Mitocondrial , Enfermedades Mitocondriales , Adulto , ADN Mitocondrial/genética , Genoma Mitocondrial/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Mitocondrias/genética , Enfermedades Mitocondriales/diagnóstico , Enfermedades Mitocondriales/genética , Eliminación de Secuencia/genética
16.
Clin Chem ; 67(10): 1406-1414, 2021 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-34491313

RESUMEN

BACKGROUND: Serum protein electrophoresis (SPE) is a common clinical laboratory test, mainly indicated for the diagnosis and follow-up of monoclonal gammopathies. A time-consuming and potentially subjective human expertise is required for SPE analysis to detect possible pitfalls and to provide a clinically relevant interpretation. METHODS: An expert-annotated SPE dataset of 159 969 entries was used to develop SPECTR (serum protein electrophoresis computer-assisted recognition), a deep learning-based artificial intelligence, which analyzes and interprets raw SPE curves produced by an analytical system into text comments that can be used by practitioners. It was designed following academic recommendations for SPE interpretation, using a transparent architecture avoiding the "black box" effect. SPECTR was validated on an external, independent cohort of 70 362 SPEs and challenged by a panel of 9 independent experts from other hospital centers. RESULTS: SPECTR was able to identify accurately both quantitative abnormalities (r ≥ 0.98 for fractions quantification) and qualitative abnormalities [receiver operating characteristic-area under curve (ROC-AUC) ≥ 0.90 for M-spikes, restricted heterogeneity of immunoglobulins, and beta-gamma bridging]. Furthermore, it showed highly accurate at both detecting (ROC-AUC ≥ 0.99) and quantifying (r = 0.99) M-spikes. It proved highly reproducible and resilient to minor variations and its agreement with human experts was higher (κ = 0.632) than experts between each other (κ = 0.624). CONCLUSIONS: SPECTR is an algorithm based on artificial intelligence suitable to high-throughput SPEs analyses and interpretation. It aims at improving SPE reproducibility and reliability. It is freely available in open access through an online tool providing fully editable validation assistance for SPE.


Asunto(s)
Inteligencia Artificial , Aprendizaje Profundo , Proteínas Sanguíneas , Electroforesis , Humanos , Reproducibilidad de los Resultados
17.
Basic Res Cardiol ; 115(2): 13, 2020 01 10.
Artículo en Inglés | MEDLINE | ID: mdl-31925554

RESUMEN

The actual protective mechanisms underlying cardioprotection with remote ischemic conditioning (RIC) remain unclear. Recent data suggest that RIC induces kynurenine (KYN) and kynurenic acid synthesis, two metabolites derived from tryptophan (TRP), yet a causal relation between TRP pathway and RIC remains to be established. We sought to study the impact of RIC on the levels of TRP and its main metabolites within tissues, and to assess whether blocking kynurenine (KYN) synthesis from TRP would inhibit RIC-induced cardioprotection. In rats exposed to 40-min coronary occlusion and 2-h reperfusion, infarct size was significantly smaller in RIC-treated animals (35.7 ± 3.0% vs. 46.5 ± 2.2%, p = 0.01). This protection was lost in rats that received 1-methyl-tryptophan (1-MT) pretreatment, an inhibitor of KYN synthesis from TRP (infarct size = 46.2 ± 5.0%). Levels of TRP and nine compounds spanning its metabolism through the serotonin and KYN pathways were measured by reversed-phase liquid chromatography-tandem mass spectrometry in the liver, heart, and limb skeletal muscle, either exposed or not to RIC. In the liver, RIC induced a significant increase in xanthurenic acid, nicotinic acid, and TRP. Likewise, RIC increased NAD-dependent deacetylase sirtuin activity in the liver. Pretreatment with 1-MT suppressed the RIC-induced increases in NAD-dependent deacetylase sirtuin activity. Altogether, these findings indicate that RIC mechanism is dependent on TRP-KYN pathway activation.


Asunto(s)
Precondicionamiento Isquémico Miocárdico , Quinurenina/metabolismo , Infarto del Miocardio/prevención & control , Daño por Reperfusión Miocárdica/prevención & control , Miocardio/metabolismo , Triptófano/metabolismo , Animales , Modelos Animales de Enfermedad , Hígado/metabolismo , Masculino , Músculo Esquelético/metabolismo , Infarto del Miocardio/metabolismo , Infarto del Miocardio/patología , Daño por Reperfusión Miocárdica/metabolismo , Daño por Reperfusión Miocárdica/patología , Miocardio/patología , Ratas Wistar
18.
J Hum Genet ; 65(2): 91-98, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-31645654

RESUMEN

Hereditary spastic paraplegias (HSPs) are characterized by lower extremity spasticity and weakness. HSP is often caused by mutations in SPG genes, but it may also be produced by inborn errors of metabolism. We performed next-generation sequencing of 4813 genes in one adult twin pair with HSP and severe muscular weakness occurring at the same age. We found two pathogenic compound heterozygous variants in MTHFR, including a variant not referenced in international databases, c.197C>T (p.Pro66Leu) and a known variant, c.470G>A (p.Arg157Gln), and two heterozygous pathogenic variants in POLG, c.1760C>T (p.Pro587Leu) and c.752C>T (p.Thr251Ile). MTHFR and POLG mutations were consistent with the severe muscle weakness and the metabolic changes, including hyperhomocysteinemia and decreased activity of both N(5,10)methylenetetrahydrofolate reductase (MTHFR) and complexes I and II of the mitochondrial respiratory chain. These data suggest the potential role of MTHFR and POLG mutations through consequences on mitochondrial dysfunction in the occurrence of spastic paraparesis phenotype with combined metabolic, muscular, and neurological components.


Asunto(s)
ADN Polimerasa gamma/genética , Metilenotetrahidrofolato Reductasa (NADPH2)/genética , Enfermedades Mitocondriales/genética , Paraparesia Espástica/genética , Paraplejía Espástica Hereditaria/genética , Femenino , Heterocigoto , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Persona de Mediana Edad , Enfermedades Mitocondriales/diagnóstico , Mutación , Paraparesia Espástica/diagnóstico , Análisis de Secuencia de ADN , Paraplejía Espástica Hereditaria/diagnóstico , Gemelos Monocigóticos
19.
Am J Med Genet A ; 182(3): 565-569, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31793730

RESUMEN

RING Finger Protein 113 A (RNF113A, MIM 300951) is a highly conserved gene located on chromosome Xq24-q25, encoding a protein containing two conserved zinc finger domains involved in DNA alkylation repair and premessenger RNA splicing. To date, only one pathogenic variant of RNF113A, namely c.901C>T; p.Gln301Ter, has been reported in humans by Tarpey et al. in 2009. Thereafter, Corbett et al. stated that this variant was responsible for an X-linked form of nonphotosensitive trichothiodystrophy associated with profound intellectual disability, microcephaly, partial corpus callosum agenesis, microphallus, and absent or rudimentary testes. This variant was then shown to alter DNA alkylation repair, providing an additional argument supporting its pathogenicity and important clues about the underlying pathophysiology of nonphotosensitive trichothiodystrophy. Using exome sequencing, we identified exactly the same RNF113A variant in two fetuses affected with abnormalities similar to those previously reported by Corbett et al. To our knowledge, this is the second report of a RNF113A pathogenic variant in humans.


Asunto(s)
Agenesia del Cuerpo Calloso/genética , Proteínas de Unión al ADN/genética , Discapacidad Intelectual/genética , Síndromes de Tricotiodistrofia/genética , Agenesia del Cuerpo Calloso/diagnóstico , Agenesia del Cuerpo Calloso/patología , Exoma/genética , Femenino , Genes Ligados a X/genética , Enfermedades Genéticas Ligadas al Cromosoma X/diagnóstico , Enfermedades Genéticas Ligadas al Cromosoma X/genética , Enfermedades Genéticas Ligadas al Cromosoma X/patología , Humanos , Discapacidad Intelectual/diagnóstico , Discapacidad Intelectual/patología , Masculino , Microcefalia/diagnóstico , Microcefalia/genética , Microcefalia/patología , Linaje , Síndromes de Tricotiodistrofia/diagnóstico , Síndromes de Tricotiodistrofia/patología , Secuenciación del Exoma
20.
Mol Biol Rep ; 47(5): 3779-3787, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-32319008

RESUMEN

Mitochondrial diseases are a clinically heterogeneous group of multisystemic disorders that arise as a result of various mitochondrial dysfunctions. Autosomal recessive aARS deficiencies represent a rapidly growing group of severe rare inherited mitochondrial diseases, involving multiple organs, and currently without curative option. They might be related to defects of mitochondrial aminoacyl t-RNA synthetases (mtARS) that are ubiquitous enzymes involved in mitochondrial aminoacylation and the translation process. Here, using NGS analysis of 281 nuclear genes encoding mitochondrial proteins, we identified 4 variants in different mtARS in three patients from unrelated Tunisian families, with clinical features of mitochondrial disorders. Two homozygous variants were found in KARS (c.683C>T) and AARS2 (c.1150-4C>G), respectively in two patients, while two heterozygous variants in EARS2 (c.486-7C>G) and DARS2 (c.1456C>T) were concomitantly found in the third patient. Bio-informatics investigations predicted their pathogenicity and deleterious effects on pre-mRNA splicing and on protein stability. Thus, our results suggest that mtARS mutations are common in Tunisian patients with mitochondrial diseases.


Asunto(s)
Alanina-ARNt Ligasa/genética , Enfermedades Mitocondriales/genética , Proteínas Mitocondriales/genética , Alanina-ARNt Ligasa/metabolismo , Aminoacil-ARNt Sintetasas/genética , Aminoacil-ARNt Sintetasas/metabolismo , Aspartato-ARNt Ligasa/genética , Aspartato-ARNt Ligasa/metabolismo , Niño , Preescolar , Femenino , Estudios de Asociación Genética , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Homocigoto , Humanos , Masculino , Mitocondrias/metabolismo , Enfermedades Mitocondriales/metabolismo , Proteínas Mitocondriales/metabolismo , Mutación/genética , Linaje
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