971 resultados para Genetic clustering analysis
Resumo:
Recent genetic studies have implicated a number of candidate genes in the pathogenesis of Autism Spectrum Disorder (ASD). Polymorphisms of CNTNAP2 (contactin-associated like protein-2), a member of the neurexin family, have already been implicated as a susceptibility gene for autism by at least 3 separate studies. We investigated variation in white and grey matter morphology using structural MRI and diffusion tensor imaging. We compared volumetric differences in white and grey matter and fractional anisotropy values in control subjects characterised by genotype at rs7794745, a single nucleotide polymorphism in CNTNAP2. Homozygotes for the risk allele showed significant reductions in grey and white matter volume and fractional anisotropy in several regions that have already been implicated in ASD, including the cerebellum, fusiform gyrus, occipital and frontal cortices. Male homozygotes for the risk alleles showed greater reductions in grey matter in the right frontal pole and in FA in the right rostral fronto-occipital fasciculus compared to their female counterparts who showed greater reductions in FA of the anterior thalamic radiation. Thus a risk allele for autism results in significant cerebral morphological variation, despite the absence of overt symptoms or behavioural abnormalities. The results are consistent with accumulating evidence of CNTNAP2's function in neuronal development. The finding suggests the possibility that the heterogeneous manifestations of ASD can be aetiologically characterised into distinct subtypes through genetic-morphological analysis.
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Chromosome rearrangements involved in the formation of merodiploid strains in the Bacillus subtilis 168-166 system were explained by postulating the existence of intrachromosomal homology regions. This working hypothesis was tested by analysing sequences and restriction patterns of the, as yet uncharacterized, junctions between chromosome segments undergoing rearrangements in parent, 168 trpC2 and 166 trpE26, as well as in derived merodiploid strains. Identification, at the Ia/Ib chromosome junction of both parent strains, of a 1.3 kb segment nearly identical to a segment of prophage SPbeta established the existence of one of the postulated homology sequences. Inspection of relevant junctions revealed that a set of different homology regions, derived from prophage SPbeta, plays a key role in the formation of so-called trpE30, trpE30+, as well as of new class I merodiploids. Analysis of junctions involved in the transfer of the trpE26 mutation, i.e. simultaneous translocation of chromosome segment C and rotation of the terminal relative to the origin moiety of the chromosome, did not confirm the presence of any sequence suitable for homologous recombination. We propose a model involving simultaneous introduction of four donor DNA molecules, each comprising a different relevant junction, and their pairing with the junction regions of the recipient chromosome. The resolution of this structure, resting on homologous recombination, would confer the donor chromosome structure to the recipient, achieving some kind of 'transstamping'. In addition, a rather regular pattern of inverse and direct short sequence repeats in regions flanking the breaking points could be correlated with the initial, X-ray-induced, rearrangement.
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The objective of this work was to develop new irrigated rice lines tolerant to imidazolinone herbicides. The backcross breeding procedure was used to transfer the imidazolinone tolerance allele from mutant 93AS3510 to the recurrent parents 'BRS 7 Taim' and 'BRS Pelota'. Individual herbicide-tolerant plants were selected in each generation, for three backcrossings (RC1 to RC3), followed by three selfing generations (RC3F1 to RC3F3). The best four RC3F3 lines for agronomic traits were genotyped with 44 microsatellite markers. The observed conversion index of the new imidazolinone-tolerant lines varied from 91.86 to 97.67%. Pairwise genetic distance analysis between these lines and 22 accessions from the Embrapa's Rice Germplasm Bank clustered the new lines with their respective recurrent parents, but not with 'IRGA 417', which was originally used as recurrent parent to derive IRGA 422 CL, the only imidazolinone-tolerant irrigated rice cultivar recommended for cultivation in Brazil. Therefore, these lines represent new options of genetically diverse imidazolinone-tolerant rice accessions. Lines CNA10756 ('BRS Sinuelo CL') and CNA10757 will be released for cultivation in the Clearfield irrigated rice production system in Rio Grande do Sul, Brazil.
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Using one male-inherited, one female-inherited and eight biparentally inherited markers, we investigate the population genetic structure of the Valais shrew (Sorex antinorii) in the Swiss Alps. Bayesian analysis on autosomal microsatellites suggests a clear genetic differentiation between two groups of populations. This geographically based structure is consistent with two separate postglacial recolonization routes of the species into Switzerland from Italian refugia after the last Pleistocene glaciations. Sex-specific markers also confirm genetic structuring among western and eastern areas, since very few haplotypes for either Y chromosome or mtDNA genome are shared between the two regions. Overall, these results suggest that two already well-differentiated genetic lineages colonized the Swiss Alps and came into secondary contact in the Rhône Valley. Low level of admixture between the two lineages is likely explained by the mountainous landscape structure of lateral valleys orthogonal to the main Rhône valley.
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Microarray gene expression profiles of fresh clinical samples of chronic myeloid leukaemia in chronic phase, acute promyelocytic leukaemia and acute monocytic leukaemia were compared with profiles from cell lines representing the corresponding types of leukaemia (K562, NB4, HL60). In a hierarchical clustering analysis, all clinical samples clustered separately from the cell lines, regardless of leukaemic subtype. Gene ontology analysis showed that cell lines chiefly overexpressed genes related to macromolecular metabolism, whereas in clinical samples genes related to the immune response were abundantly expressed. These findings must be taken into consideration when conclusions from cell line-based studies are extrapolated to patients.
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We present in this paper the results of the application of several visual methods on a group of locations, dated between VI and I centuries BC, of the ager Tarraconensis (Tarragona, Spain) a Hinterland of the roman colony of Tarraco. The difficulty in interpreting the diverse results in a combined way has been resolved by means of the use of statistical methods, such as Principal Components Analysis (PCA) and K-means clustering analysis. These methods have allowed us to carry out site classifications in function of the landscape's visual structure that contains them and of the visual relationships that could be given among them.
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1 Abstract Sleep is a vital necessity, yet its basic physiological function is still unknown, despite numerous studies both in healthy humans and animal models. The study of patients with sleep disorders may help uncover major biological pathways in sleep regulation and thus shed light on the actual function of sleep. Narcolepsy is a well defined but rare sleep disorder characterized by excessive daytime sleepiness and cataplexy, thought to be caused by a combination of genetic and environmental factors. The aim of this work was to identify genes or genetic variants, which contribute to the pathogenesis of sporadic and familial narcolepsy. Sporadic narcolepsy is the disorder with the strongest human leukocyte antigen (HLA) association ever reported. Since the associated HLA-DRB1 *1501-DQB1 *0602 haplotype is common in the general population (15-25%), it has been suggested that it is necessary but not sufficient for developing narcolepsy. To further define the genetic basis of narcolepsy risk, we performed a genome-wide association study (GWAS) in 562 European individuals with narcolepsy (cases) and 702 ethnically matched controls, with independent replication in 370 cases and 495 controls, all heterozygous for DRB1*1501-DQB1*0602. We found association with a protective variant near HLA-DQA2. Further analysis revealed that the identified SNP is strongly linked to DRB1*03-DQB1*02 and DRBΠ 301-DQB1*0603. Cases almost never carried a trans DRB1*1301-DQB1*0603 haplotype. This unexpected protective HLA haplotype suggests a causal involvement of the HLA region in narcolepsy susceptibility. Familial cases of narcolepsy account for 10% of all narcolepsy cases. However, due to low number of affected family members, narcolepsy families are usually not eligible for genetic linkage studies. We identified and characterized a large Spanish family with 11 affected family members representing the largest ever reported narcolepsy family. We ran a genetic linkage analysis using DNA of 11 affected and 15 unaffected family members and hereby identified a chromosomal candidate region on chromosome 6 encompassing 163 kb with a maximum multipoint LOD score of 5.02. The coding sequences of 4 genes within this haplotype block as well as 2 neighboring genes were screened for pathogenetic mutations in 2 affected and 1 healthy family members. So far no pathogenic mutation could be identified. Further in-depth sequencing of our candidate region as well as whole genome exome sequencing are underway to identify the pathogenic mutation(s) in this family and will further improve our understanding of the genetic basis of narcolepsy. 2 Résumé Le sommeil est un processus vital, dont la fonction physiologique est encore inconnue, malgré de nombreuses études chez des sujets humains sains ainsi que dans des modèles animaux. L'étude de patients souffrant de troubles du sommeil peut permettre la découverte de voies biologiques jouant un rôle majeur dans la régulation du sommeil. L'un de ces troubles, la narcolepsie, est une maladie rare mais néanmoins bien définie, caractérisée par une somnolence diurne excessive accompagnée de cataplexies. Les connaissances actuelles suggèrent qu'une combinaison de facteurs génétiques et environnementaux en est à l'origine. Le but du présent travail était d'identifier !e(s) gène(s) ou les polymorphismes constituant des facteurs de risque dans les formes sporadique et familiale de narcolepsie. La narcolepsie sporadique est la maladie possédant la plus forte association avec le complexe majeur d'histocompatibilité humain (HLA) jamais reportée. La fréquence au sein de la population générale de l'haplotype associé HLA-DRB1*1501- DQB1*0602 (15-25%) suggère que ce dernier est nécessaire, mais pas suffisant, pour (e développement de la maladie. Nous avons voulu approfondir la recherche de facteurs génétiques augmentant le risque de la narcolepsie. A cette fin, nous avons entrepris une étude d'association à l'échelle du génome (genome-wide association study, GWAS) parmi 562 sujets narcoleptiques européens (cas) et 702 individus contrôle de même origine ethnique et nous avons trouvé une association avec un variant protecteur près du gène HLA- DQA2. Ce résultat a été répliqué indépendamment dans 370 cas et 495 contrôles, tous hétérozygotes au locus DRB1*1501-DQB1*0602. Une analyse plus fine montre que le polymorphisme identifié est fortement lié aux allèles DRB1*03-DQB1*02 et DRB1*1301-DQB1*0603. Nous notons que seul un cas était porteur d'un haplotype en trans DRB1*1301-DQBr0603. La découverte de cet allele HLA protecteur suggère que la région HLA joue un rôle causal dans la susceptibilité à la narcolepsie. Dix pourcents des cas de narcolepsie sont familiaux. Cependant, le faible nombre de membres affectés rend ces familles inéligibles pour des études de liaison génétique. Nous avons identifié et caractérisé une grande famille espagnole, dont 11 membres sont atteints par la maladie, ce qui représente la plus grande famille narcoleptique rapportée jusqu'à ce jour. A partir de l'ADN de 11 membres atteints et 15 non- atteints, nous avons identifié par étude de liaison une région candidate de 163 kîlobases (kb) sur le chromosome 6, correspondant à un LOD score multipoints de 5.02. Nous avons cherché, sans succès, des mutations pathogéniques dans la séquence codante de deux gènes situés à l'intérieur de ce segment, ainsi que 4 gènes adjacents. Un séquençage plus approfondi de la région ainsi que le séquençage des exons de tout le génome est en cours et doit s'avérer plus fructueux et révéler la ou tes mutation(s) pathogénique(s) dans cette famille, ce qui contribuerait à une meilleure compréhension des causes génétiques de la narcolepsie. 3 Résumé pour un large public Le sommeil est une nécessité vitale, dont le rôle physiologique exact reste inconnu malgré de nombreuses études sur des sujets humains sains ainsi que sur des modèles animaux. C'est pourquoi les troubles du sommeil intéressent les chercheurs, car l'élucidation des mécanismes responsables peut permettre de mieux comprendre le fonctionnement du sommeil normal. La narcolepsie est une maladie du sommeil caractérisée par une somnolence diurne excessive. Les personnes atteintes peuvent s'endormir involontairement à tout moment de la journée, et souffrent également de pertes du tonus musculaire (cataplexie) lors de fortes émotions, par exemple un fou rire. La narcolepsie est une maladie rare, apparaissant dans 1 personne sur 2000. Les connaissances actuelles suggèrent qu'une combinaison de facteurs génétiques et environnementaux en est à l'origine. Nous avons voulu identifier les facteurs génétiques influençant le déclenchement de la maladie, d'abord dans sa forme sporadique, puis dans une famille comptant de nombreux membres atteints. En comparant les variations génétiques de près de 1000 sujets narcoleptiques européens avec ceux de 1200 individus sains, nous avons trouvé chez 30% de ces derniers un variant protecteur, qui diminue de 50 fois le risque de développer la maladie, ce qui constitue le plus puissant facteur génétique protecteur décrit à ce jour. Nous avons ensuite étudié une grande famille espagnole comptant une trentaine de membres, dont 11 sont atteints de narcolepsie. De nouveau, nous avons comparé les variations génétiques des membres atteints avec ceux des membres sains. Nous avons ainsi pu identifier une région dans le génome où se trouverait le(s) gène(s) impliqué(s) dans la maladie dans cette famille, mais n'avons pas encore trouvé le(s) variant(s) exact(s). Une étude plus approfondie devrait permettre de P(les) identifier et ainsi contribuer à l'élucidation des mécanismes menant au développement de la narcolepsie.
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A new issue, once again a bouquet of attractive papers. First of all the paper by Droit-Dupré et al. (10.1007/s00428-015-1724-9). The group studied colonic adenocarcinomas, not otherwise specified, by immunohistochemistry for the expression of markers of intestinal epithelial cell differentiation. Hierarchical clustering analysis identified a major cluster of two thirds of the case series, expressing cytokeratin 20, CDX2 and MUC2 and invariably mismatch repair competent, which they called crypt-like. In stage III colon cancer, the crypt-like cluster had a better prognosis. The paper is a relatively simple example of what is happening in cancer classification beyond morphology: multiparameter differentiation and (epi)genomic markers defining new subtypes of cancer with potential clinical significance in clinical decision making.
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OBJECTIVE: In contrast to conventional (CONV) neuromuscular electrical stimulation (NMES), the use of "wide-pulse, high-frequencies" (WPHF) can generate higher forces than expected by the direct activation of motor axons alone. We aimed at investigating the occurrence, magnitude, variability and underlying neuromuscular mechanisms of these "Extra Forces" (EF). METHODS: Electrically-evoked isometric plantar flexion force was recorded in 42 healthy subjects. Additionally, twitch potentiation, H-reflex and M-wave responses were assessed in 13 participants. CONV (25Hz, 0.05ms) and WPHF (100Hz, 1ms) NMES consisted of five stimulation trains (20s on-90s off). RESULTS: K-means clustering analysis disclosed a responder rate of almost 60%. Within this group of responders, force significantly increased from 4% to 16% of the maximal voluntary contraction force and H-reflexes were depressed after WPHF NMES. In contrast, non-responders showed neither EF nor H-reflex depression. Twitch potentiation and resting EMG data were similar between groups. Interestingly, a large inter- and intrasubject variability of EF was observed. CONCLUSION: The responder percentage was overestimated in previous studies. SIGNIFICANCE: This study proposes a novel methodological framework for unraveling the neurophysiological mechanisms involved in EF and provides further evidence for a central contribution to EF in responders.
Resumo:
Conventional (CONV) neuromuscular electrical stimulation (NMES) (i.e., short pulse duration, low frequencies) induces a higher energetic response as compared to voluntary contractions (VOL). In contrast, wide-pulse, high-frequency (WPHF) NMES might elicit-at least in some subjects (i.e., responders)-a different motor unit recruitment compared to CONV that resembles the physiological muscle activation pattern of VOL. We therefore hypothesized that for these responder subjects, the metabolic demand of WPHF would be lower than CONV and comparable to VOL. 18 healthy subjects performed isometric plantar flexions at 10% of their maximal voluntary contraction force for CONV (25 Hz, 0.05 ms), WPHF (100 Hz, 1 ms) and VOL protocols. For each protocol, force time integral (FTI) was quantified and subjects were classified as responders and non-responders to WPHF based on k-means clustering analysis. Furthermore, a fatigue index based on FTI loss at the end of each protocol compared with the beginning of the protocol was calculated. Phosphocreatine depletion (ΔPCr) was assessed using 31P magnetic resonance spectroscopy. Responders developed four times higher FTI's during WPHF (99 ± 37 ×103 N.s) than non-responders (26 ± 12 ×103 N.s). For both responders and non-responders, CONV was metabolically more demanding than VOL when ΔPCr was expressed relative to the FTI. Only for the responder group, the ∆PCr/FTI ratio of WPHF (0.74 ± 0.19 M/N.s) was significantly lower compared to CONV (1.48 ± 0.46 M/N.s) but similar to VOL (0.65 ± 0.21 M/N.s). Moreover, the fatigue index was not different between WPHF (-16%) and CONV (-25%) for the responders. WPHF could therefore be considered as the less demanding NMES modality-at least in this subgroup of subjects-by possibly exhibiting a muscle activation pattern similar to VOL contractions.
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Image segmentation of natural scenes constitutes a major problem in machine vision. This paper presents a new proposal for the image segmentation problem which has been based on the integration of edge and region information. This approach begins by detecting the main contours of the scene which are later used to guide a concurrent set of growing processes. A previous analysis of the seed pixels permits adjustment of the homogeneity criterion to the region's characteristics during the growing process. Since the high variability of regions representing outdoor scenes makes the classical homogeneity criteria useless, a new homogeneity criterion based on clustering analysis and convex hull construction is proposed. Experimental results have proven the reliability of the proposed approach
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The spinal muscular atrophies (SMA) or hereditary motor neuronopathies result from the continuous degeneration and death of spinal cord lower motor neurons, leading to progressive muscular weakness and atrophy. We describe a large Brazilian family exhibiting an extremely rare, late-onset, dominant, proximal, and progressive SMA accompanied by very unusual manifestations, such as an abnormal sweating pattern, and gastrointestinal and sexual dysfunctions, suggesting concomitant involvement of the autonomic nervous system. We propose a new disease category for this disorder, `hereditary motor and autonomic neuronopathy', and attribute the term, `survival of motor and autonomic neurons 1' (SMAN1) to the respective locus that was mapped to a 14.5 cM region on chromosome 20q13.2-13.3 by genetic linkage analysis and haplotype studies using microsatellite polymorphic markers. This locus lies between markers D20S120 and D20S173 showing a maximum LOD score of 4.6 at D20S171, defining a region with 33 known genes, including several potential candidates. Identifying the SMAN1 gene should not only improve our understanding of the molecular mechanisms underlying lower motor neuron diseases but also help to clarify the relationship between motor and autonomic neurons.
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The aim of this study was to clarify the clinical phenotype of late-onset spinal motor neuronopathy (LOSMoN), an adult-onset autosomal dominant lower motor neuron disorder identified first in two families in Eastern Finland, in order to clarify its genetic background. Motor neuron disorders (MNDs) are characterized by dysfunction and premature death of motor neurons in the brain and spinal cord. MNDs can manifest at any age of the human lifespan, ranging from pre- or neonatal forms such as spinal muscular atrophy type I (SMA I) to those preferentially affecting the older age groups exemplified by sporadic amyotrophic lateral sclerosis (ALS). With a combination of genetic linkage analysis and genome sequencing using DNA from a total of 55 affected members of 17 families and a whole genome scan, we were able to show that LOSMoN is caused by the c.197G>T p.G66V mutation in the gene CHCHD10. This study showed that LOSMoN has very characteristic features that help to differentiate it from other more malignant forms of motor neuron disease, such as ALS, which was erroneously diagnosed in many patients in our cohort. Lack of fibrillations in the first dorsal interosseus muscle on EMG and extensive grouping of non-atrophic type IIA/2A fibers on muscle biopsy were shown to be common findings in LOSMoN, but rare or absent in ALS patients. The results of this study will help clinicians recognize the characteristic phenotype of LOSMoN disease and thus improve their diagnostic accuracy, and will also allow physicians to provide adequate genetic counseling for patients.
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Nous montrons l’utilisation de la puce exon d’Affymetrix pour l’analyse simultanée de l’expression des gènes et de la variation d’isoformes. Nous avons utilisé les échantillons d’ARN du cerveau et des tissus de référence qui ont été antérieurement utilisés dans l’étude du consortium MicroArray Quality Control (MAQC). Nous démontrons une forte concordance de la quantification de l’expression des gènes entre trois plateformes d’expression populaires à savoir la puce exon d’Affymetrix, la puce Illumina et la puce U133A d’Affymetrix. Plus intéressant nous montrons que la majorité des discordances entre les trois plateformes résulterait des positions différentes des sondes à travers les plateformes et que les variations d’isoforme exactes ne peuvent être identifiées que par la puce exon. Nous avons détecté avec succès, entre les tissus de référence et ceux du cerveau, une centaine de cas d’évènements d’épissage alternatif. La puce exon est requise dans l’analyse de l’épissage alternatif associé aux pathologies telles que les cancers et les troubles neurologiques. Comme application de cette technologie, nous avons analysé les variations d’épissage dans la métastase du cancer de sein développé dans le model de la souris. Nous avons utilisé une gamme bien définie de trois lignées de tumeur mammaire ayant différents potentiels métastatiques. Par des analyses statistiques, nous avons répertorié 2623 transcripts présentant des variations d’expression et d’isoformes entre les types de tumeur. Une analyse du réseau de gènes montre qu’environ la moitié d’entre eux est impliquée dans plusieurs activités cellulaires, ainsi que dans nombreux cancers et désordres génétiques.