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1.
J Integr Bioinform ; 20(2)2023 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-37486620

RESUMO

This work aims to describe the observed enrichment of inverted repeats in the human genome; and to identify and describe, with detailed length profiles, the regions with significant and relevant enriched occurrence of inverted repeats. The enrichment is assessed and tested with a recently proposed measure (z-scores based measure). We simulate a genome using an order 7 Markov model trained with the data from the real genome. The simulated genome is used to establish the critical values which are used as decision thresholds to identify the regions with significant enriched concentrations. Several human genome regions are highly enriched in the occurrence of inverted repeats. This is observed in all the human chromosomes. The distribution of inverted repeat lengths varies along the genome. The majority of the regions with severely exaggerated enrichment contain mainly short length inverted repeats. There are also regions with regular peaks along the inverted repeats lengths distribution (periodic regularities) and other regions with exaggerated enrichment for long lengths (less frequent). However, adjacent regions tend to have similar distributions.

2.
Adv Healthc Mater ; 11(20): e2201203, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35856921

RESUMO

Extracellular vesicles (EVs) are emerging as powerful players in cell-to-cell communication both in healthy and diseased brain. In Parkinson's disease (PD)-characterized by selective dopaminergic neuron death in ventral midbrain (VMB) and degeneration of their terminals in striatum (STR)-astrocytes exert dual harmful/protective functions, with mechanisms not fully elucidated. Here, this study shows that astrocytes from the VMB-, STR-, and VMB/STR-depleted brains release a population of small EVs  in a region-specific manner. Interestingly, VMB-astrocytes secreted the highest rate of EVs, which is further exclusively increased in response to CCL3, a chemokine that promotes robust dopaminergic neuroprotection in different PD models. The neuroprotective potential of nigrostriatal astrocyte-EVs is investigated in differentiated versus undifferentiated SH-SY5Y cells exposed to oxidative stress and mitochondrial toxicity. EVs from both VMB- and STR-astrocytes counteract H2 O2 -induced caspase-3 activation specifically in differentiated cells, with EVs from CCL3-treated astrocytes showing a higher protective effect. High resolution respirometry further reveals that nigrostriatal astrocyte-EVs rescue neuronal mitochondrial complex I function impaired by the neurotoxin MPP+ . Notably, only EVs from VMB-astrocyte fully restore ATP production, again specifically in differentiated SH-SY5Y. These results highlight a regional diversity in the nigrostriatal system for the secretion and activities of astrocyte-EVs, with neuroprotective implications for PD.


Assuntos
Vesículas Extracelulares , Neuroblastoma , Doença de Parkinson , Humanos , Astrócitos/metabolismo , Doença de Parkinson/metabolismo , Neurotoxinas/metabolismo , Neurotoxinas/farmacologia , Caspase 3/metabolismo , Neuroblastoma/metabolismo , Neurônios Dopaminérgicos/metabolismo , Mitocôndrias , Morte Celular , Vesículas Extracelulares/metabolismo , Dopamina/farmacologia , Trifosfato de Adenosina/metabolismo
3.
Sci Rep ; 10(1): 15067, 2020 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-32934279

RESUMO

Bandaging is a steadfast but time-consuming component of wound care with limited technical advancements to date. Bandages must be changed and infection risk managed. Rapid-set liquid bandages are efficient alternatives but lack durability or inherent infection control. We show here that antibacterial zinc (Zn) and copper (Cu) species greatly enhance the barrier properties of the natural, waterproof, bio-adhesive polymer, shellac. The material demonstrated marked antibacterial contact properties and, in ex-vivo studies, effectively locked-in pre-applied therapeutics. When challenged in vivo with the polybacterial bovine wound infection 'digital dermatitis', Zn/Cu-shellac adhered rapidly and robustly over pre-applied antibiotic. The bandage self-degraded, appropriately, over 7 days despite extreme conditions (faecal slurry). Treatment was well-tolerated and clinical improvement was observed in animal mobility. This new class of bandage has promise for challenging topical situations in humans and other animals, especially away from controlled, sterile clinical settings where wounds urgently require protection from environmental and bacterial contamination.


Assuntos
Antibacterianos , Bandagens , Doenças dos Bovinos , Infecção da Ferida Cirúrgica , Cicatrização/efeitos dos fármacos , Animais , Antibacterianos/química , Antibacterianos/farmacologia , Bovinos , Doenças dos Bovinos/microbiologia , Doenças dos Bovinos/terapia , Cobre/química , Cobre/farmacologia , Feminino , Humanos , Infecção da Ferida Cirúrgica/tratamento farmacológico , Infecção da Ferida Cirúrgica/microbiologia , Infecção da Ferida Cirúrgica/veterinária , Zinco/química , Zinco/farmacologia
4.
Interdiscip Sci ; 11(3): 367-372, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-30911903

RESUMO

Finding DNA sites with high potential for the formation of hairpin/cruciform structures is an important task. Previous works studied the distances between adjacent reversed complement words (symmetric word pairs) and also for non-adjacent words. It was observed that for some words a few distances were favoured (peaks) and that in some distributions there was strong peak regularity. The present work extends previous studies, by improving the detection and characterization of peak regularities in the symmetric word pairs distance distributions of the human genome. This work also analyzes the location of the sequences that originate the observed strong peak periodicity in the distance distribution. The results obtained in this work may indicate genomic sites with potential for the formation of hairpin/cruciform structures.


Assuntos
DNA/química , Genoma Humano , Algoritmos , Cromossomos Humanos , Bases de Dados Genéticas , Genômica , Humanos , Modelos Genéticos , Conformação de Ácido Nucleico , Análise de Sequência de DNA/métodos , Software
5.
Nanoscale Res Lett ; 13(1): 111, 2018 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-29675656

RESUMO

Bacterial resistance to antimicrobial therapies is an increasing clinical problem. This is as true for topical applications as it is for systemic therapy. Topically, copper ions may be effective and cheap antimicrobials that act through multiple pathways thereby limiting opportunities to bacteria for resistance. However, the chemistry of copper does not lend itself to facile formulations that will readily release copper ions at biologically compatible pHs. Here, we have developed nanoparticulate copper hydroxide adipate tartrate (CHAT) as a cheap, safe, and readily synthesised material that should enable antimicrobial copper ion release in an infected wound environment.First, we synthesised CHAT and showed that this had disperse aquated particle sizes of 2-5 nm and a mean zeta potential of - 40 mV. Next, when diluted into bacterial medium, CHAT demonstrated similar efficacy to copper chloride against Escherichia coli and Staphylococcus aureus, with dose-dependent activity occurring mostly around 12.5-50 mg/L of copper. Indeed, at these levels, CHAT very rapidly dissolved and, as confirmed by a bacterial copper biosensor, showed identical intracellular loading to copper ions derived from copper chloride. However, when formulated at 250 mg/L in a topically applied matrix, namely hydroxyethyl cellulose, the benefit of CHAT over copper chloride was apparent. The former yielded rapid sustained release of copper within the bactericidal range, but the copper chloride, which formed insoluble precipitates at such concentration and pH, achieved a maximum release of 10 ± 7 mg/L copper by 24 h.We provide a practical formulation for topical copper-based antimicrobial therapy. Further studies, especially in vivo, are merited.

6.
Interdiscip Sci ; 10(1): 1-11, 2018 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-29214497

RESUMO

In this work, we study reverse complementary genomic word pairs in the human DNA, by comparing both the distance distribution and the frequency of a word to those of its reverse complement. Several measures of dissimilarity between distance distributions are considered, and it is found that the peak dissimilarity works best in this setting. We report the existence of reverse complementary word pairs with very dissimilar distance distributions, as well as word pairs with very similar distance distributions even when both distributions are irregular and contain strong peaks. The association between distribution dissimilarity and frequency discrepancy is also explored, and it is speculated that symmetric pairs combining low and high values of each measure may uncover features of interest. Taken together, our results suggest that some asymmetries in the human genome go far beyond Chargaff's rules. This study uses both the complete human genome and its repeat-masked version.


Assuntos
DNA Complementar/genética , Genômica , Genoma Humano , Humanos , Anotação de Sequência Molecular
7.
Sci Rep ; 7(1): 728, 2017 04 07.
Artigo em Inglês | MEDLINE | ID: mdl-28389642

RESUMO

We address the problem of discovering pairs of symmetric genomic words (i.e., words and the corresponding reversed complements) occurring at distances that are overrepresented. For this purpose, we developed new procedures to identify symmetric word pairs with uncommon empirical distance distribution and with clusters of overrepresented short distances. We speculate that patterns of overrepresentation of short distances between symmetric word pairs may allow the occurrence of non-standard DNA conformations, such as hairpin/cruciform structures. We focused on the human genome, and analysed both the complete genome as well as a version with known repetitive sequences masked out. We reported several well-defined features in the distributions of distances, which can be classified into three different profiles, showing enrichment in distinct distance ranges. We analysed in greater detail certain pairs of symmetric words of length seven, found by our procedure, characterised by the surprising fact that they occur at single distances more frequently than expected.


Assuntos
DNA , Genoma Humano , Genômica , Análise de Sequência de DNA , Algoritmos , Cromossomos Humanos , DNA/química , DNA/genética , Bases de Dados Genéticas , Genômica/métodos , Humanos , Cadeias de Markov , Modelos Genéticos , Conformação de Ácido Nucleico , Análise de Sequência de DNA/métodos , Relação Estrutura-Atividade
8.
Interdiscip Sci ; 9(1): 14-23, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-27866321

RESUMO

Single-strand DNA symmetry is pointed as a universal law observed in the genomes from all living organisms. It is a somewhat broadly defined concept, which has been refined into some more specific measurable effects. Here we discuss the exceptional symmetry effect. Exceptional symmetry is the symmetry effect beyond that expected in independence contexts, and it can be measured for each word, for each equivalent composition group, or globally, combining the effects of all possible words of a given length. Global exceptional symmetry was found in several species, but there are genomic words with no exceptional symmetry effect, whereas others show a very high exceptional symmetry effect. In this work, we discuss a measure to evaluate the exceptional symmetry effect by symmetric word pair, and compare it with others. We present a detailed study of the exceptional symmetry by symmetric pairs and take the CG content into account. We also introduce and discuss the exceptional symmetry profile for the DNA of each organism, and we perform a multiple comparison for 31 genomes: 7 viruses; 5 archaea; 5 bacteria; 14 eukaryotes.


Assuntos
Genômica/métodos , Modelos Genéticos , Estatística como Assunto/métodos , DNA de Cadeia Simples/genética
9.
BMC Bioinformatics ; 17: 59, 2016 Feb 03.
Artigo em Inglês | MEDLINE | ID: mdl-26842742

RESUMO

BACKGROUND: The second Chargaff's parity rule and its extensions are recognized as universal phenomena in DNA sequences. However, parity of the frequencies of reverse complementary oligonucleotides could be a mere consequence of the single nucleotide parity rule, if nucleotide independence is assumed. Exceptional symmetry (symmetry beyond that expected under an independent nucleotide assumption) was proposed previously as a meaningful measure of the extension of the second parity rule to oligonucleotides. The global exceptional symmetry was detected in long and short genomes. RESULTS: To explore the exceptional genomic word symmetry along the genome sequences, we propose a sliding window method to extract the values of exceptional symmetry (for all words or by word groups). We compare the exceptional symmetry effect size distribution in all human chromosomes against control scenarios (positive and negative controls), testing the differences and performing a residual analysis. We explore local exceptional symmetry in equivalent composition word groups, and find that the behaviour of the local exceptional symmetry depends on the word group. CONCLUSIONS: We conclude that the exceptional symmetry is a local phenomenon in genome sequences, with distinct characteristics along the sequence of each chromosome. The local exceptional symmetry along the genomic sequences shows outlying segments, and those segments have high biological annotation density.


Assuntos
Cromossomos Humanos/genética , DNA/genética , Genoma Humano , Modelos Genéticos , Modelos Estatísticos , Genômica , Humanos , Transcriptoma
10.
Biostatistics ; 16(2): 209-21, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25190514

RESUMO

Some previous studies suggest the extension of Chargaff's second rule (the phenomenon of symmetry in a single DNA strand) to long DNA words. However, in random sequences generated under an independent symbol model where complementary nucleotides have equal occurrence probabilities, we expect the phenomenon of symmetry to hold for any word length. In this work, we develop new statistical methods to measure the exceptional symmetry. Exceptional symmetry is a refinement of Chargaff's second parity rule that highlights the words whose frequency of occurrence is similar to that of its reversed complement but dissimilar to the frequencies of occurrence of other words which contain the same number of nucleotides A or T. We analyze words of lengths up to 12 in the complete human genome and in each chromosome separately. We assess exceptional symmetry globally, by word group, and by word. We conclude that the global symmetry present in the human genome is clearly exceptional and significant. The chromosomes present distinct exceptional symmetry profiles. There are several exceptional word groups and exceptional words with a strong exceptional symmetry.


Assuntos
DNA/genética , Genoma Humano/genética , Modelos Genéticos , Modelos Estatísticos , Humanos
11.
J Integr Bioinform ; 11(3): 250, 2014 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-25339084

RESUMO

Some previous studies point to the extension of Chargaff’s second rule (the phenomenon of symmetry) to words of large length. However, in random sequences generated by an independent symbol model where the probability of occurrence of complementary nucleotides is the same, we expect that the phenomenon of symmetry holds for all word lengths. In this work, we measure the symmetry above that expected in independence contexts (exceptional symmetry), for several organisms: viruses; archaea; bacteria; eukaryotes. We also create 27 control scenarios with the same length of each genome under study. The results for each organism were compared to those obtained in control scenarios. We created a new organism genomic signature consisting of a vector of the measures of exceptional symmetry for words of lengths 1 through 12. We show that the proposed signature is able to capture essential relationships between organisms.


Assuntos
Sequência de Bases , DNA de Cadeia Simples/genética , Evolução Molecular , Animais , Archaea/genética , Bactérias/genética , Genoma , Humanos , Filogenia , Vírus/genética
12.
J Integr Bioinform ; 10(3): 230, 2013 Nov 14.
Artigo em Inglês | MEDLINE | ID: mdl-24231144

RESUMO

In this study we explore the potential of inter-STOP symbol distances for finding coding regions in DNA sequences. We use the distance between STOP symbols in the DNA sequence and a chi-square statistic to evaluate the nonhomogeneity of the three possible reading frames and the occurrence of one long distance in one of the frames. The results of this exploratory study suggest that inter-STOP symbol distances have strong ability to discriminate coding regions in prokaryotes and simple eukaryotes.


Assuntos
DNA/química , Análise de Sequência de DNA , Sequência de Bases , Saccharomyces cerevisiae/genética
13.
J Theor Biol ; 335: 153-9, 2013 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-23831271

RESUMO

Previous studies have suggested that Chargaff's second rule may hold for relatively long words (above 10nucleotides), but this has not been conclusively shown. In particular, the following questions remain open: Is the phenomenon of symmetry statistically significant? If so, what is the word length above which significance is lost? Can deviations in symmetry due to the finite size of the data be identified? This work addresses these questions by studying word symmetries in the human genome, chromosomes and transcriptome. To rule out finite-length effects, the results are compared with those obtained from random control sequences built to satisfy Chargaff's second parity rule. We use several techniques to evaluate the phenomenon of symmetry, including Pearson's correlation coefficient, total variational distance, a novel word symmetry distance, as well as traditional and equivalence statistical tests. We conclude that word symmetries are statistical significant in the human genome for word lengths up to 6nucleotides. For longer words, we present evidence that the phenomenon may not be as prevalent as previously thought.


Assuntos
Cromossomos Humanos/genética , Genoma Humano/fisiologia , Modelos Genéticos , Cromossomos Humanos/metabolismo , Humanos , Transcriptoma/fisiologia
14.
Stem Cells Transl Med ; 1(11): 783-91, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23197690

RESUMO

Chromaffin cells, sympathetic neurons of the dorsal ganglia, and the intermediate small intensely fluorescent cells derive from a common neural crest progenitor cell. Contrary to the closely related sympathetic nervous system, within the adult adrenal medulla a subpopulation of undifferentiated progenitor cells persists, and recently, we established a method to isolate and differentiate these progenitor cells from adult bovine adrenals. However, no studies have elucidated the existence of adrenal progenitor cells within the human adrenal medulla. Here we describe the isolation, characterization, and differentiation of chromaffin progenitor cells obtained from adult human adrenals. Human chromaffin progenitor cells were cultured in low-attachment conditions for 10-12 days as free-floating spheres in the presence of fibroblast growth factor-2 (FGF-2) and epidermal growth factor. These primary human chromosphere cultures were characterized by the expression of several progenitor markers, including nestin, CD133, Notch1, nerve growth factor receptor, Snai2, Sox9, Sox10, Phox2b, and Ascl1 on the molecular level and of Sox9 on the immunohistochemical level. In opposition, phenylethanolamine N-methyltransferase (PNMT), a marker for differentiated chromaffin cells, significantly decreased after 12 days in culture. Moreover, when plated on poly-l-lysine/laminin-coated slides in the presence of FGF-2, human chromaffin progenitor cells were able to differentiate into two distinct neuron-like cell types, tyrosine hydroxylase (TH)(+)/ß-3-tubulin(+) cells and TH(-)/ß-3-tubulin(+) cells, and into chromaffin cells (TH(+)/PNMT(+)). This study demonstrates the presence of progenitor cells in the human adrenal medulla and reveals their potential use in regenerative medicine, especially in the treatment of neuroendocrine and neurodegenerative diseases.


Assuntos
Medula Suprarrenal/citologia , Diferenciação Celular , Proliferação de Células , Células Cromafins/metabolismo , Células-Tronco/citologia , Biomarcadores , Diferenciação Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular , Células Cultivadas , Fator de Crescimento Epidérmico/farmacologia , Fator 2 de Crescimento de Fibroblastos/farmacologia , Humanos , Proteínas de Filamentos Intermediários/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Nestina , RNA/análise , Tubulina (Proteína)/metabolismo , Tirosina 3-Mono-Oxigenase/metabolismo
15.
Menopause ; 19(3): 355-60, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21971211

RESUMO

OBJECTIVE: The aim of this study was to identify the prevalence of physical, psychological, and menopause-related symptoms and their association with minor psychiatric disorders in premenopausal, perimenopausal, and postmenopausal women. METHODS: This was a nested cross-sectional study. Demographic characteristics, education, and climacteric symptoms were investigated. The 20-item Self-Reporting Questionnaire was used to screen for minor psychiatric disorders, with a score of 8 or higher indicating positive screening. RESULTS: We studied 324 Brazilian women aged 36 to 62 years (86 premenopausal women, 156 perimenopausal women, and 82 postmenopausal women). Mean (SD) age was 44.8 (3.6), 46.3 (4.6), and 53.3 (3.8) years, respectively (P < 0.001); 52.4% had 8 years or less of schooling (whereas 22.8% had 4 years or less). Forty-five (28.8%) perimenopausal women and 32 (39%) postmenopausal women were users of hormone therapy; 15 (17.4%) and 21 (13.5%) premenopausal and perimenopausal participants, respectively, were users of oral contraceptives. Hormone therapy and oral contraceptive users were excluded from the analysis of symptom prevalence. Hot flashes, night sweats, and vaginal dryness were more prevalent among perimenopausal women (P < 0.001). Fatigue was the most frequent complaint in all groups (61%, 81%, and 88% in premenopausal, perimenopausal, and postmenopausal women, respectively). The variables most frequently associated with positive findings during the screening for minor psychiatric disorders were very low education level and memory loss and irritability. Classic vasomotor complaints were weakly associated with nonpsychotic disease. In turn, perimenopausal women, but not postmenopausal women, were at greater risk of minor psychiatric disorders. CONCLUSIONS: Low education level, memory loss, irritability, and the menopausal transition represent risk factors for positive findings in a screening for minor psychiatric disorders.


Assuntos
Transtornos Mentais/epidemiologia , Transtornos Mentais/psicologia , Perimenopausa/psicologia , Pós-Menopausa/psicologia , Pré-Menopausa/psicologia , Adulto , Brasil/epidemiologia , Estudos Transversais , Feminino , Fogachos/epidemiologia , Fogachos/psicologia , Humanos , Humor Irritável/fisiologia , Transtornos da Memória/epidemiologia , Transtornos da Memória/fisiopatologia , Pessoa de Meia-Idade , Prevalência , Fatores de Risco , Índice de Gravidade de Doença , Sudorese/fisiologia , Vagina/fisiopatologia
16.
J Integr Bioinform ; 8(3): 172, 2011 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-21926435

RESUMO

We study the inter-dinucleotide distance distributions in the human genome, both in the whole-genome and protein-coding regions. The inter-dinucleotide distance is defined as the distance to the next occurrence of the same dinucleotide. We consider the 16 sequences of inter-dinucleotide distances and two reading frames. Our results show a period-3 oscillation in the protein-coding inter-dinucleotide distance distributions that is absent from the whole-genome distributions. We also compare the distance distribution of each dinucleotide to a reference distribution, that of a random sequence generated with the same dinucleotide abundances, revealing the CG dinucleotide as the one with the highest cumulative relative error for the first 60 distances. Moreover, the distance distribution of each dinucleotide is compared to the distance distribution of all other dinucleotides using the Kullback-Leibler divergence. We find that the distance distribution of a dinucleotide and that of its reversed complement are very similar, hence, the divergence between them is very small. This is an interesting finding that may give evidence of a stronger parity rule than Chargaff's second parity rule.


Assuntos
Variação Genética/fisiologia , Genoma Humano/fisiologia , Fases de Leitura/fisiologia , Análise de Sequência de DNA/métodos , Animais , Humanos
17.
PLoS One ; 6(6): e21588, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21738720

RESUMO

A finite-context (Markov) model of order k yields the probability distribution of the next symbol in a sequence of symbols, given the recent past up to depth k. Markov modeling has long been applied to DNA sequences, for example to find gene-coding regions. With the first studies came the discovery that DNA sequences are non-stationary: distinct regions require distinct model orders. Since then, Markov and hidden Markov models have been extensively used to describe the gene structure of prokaryotes and eukaryotes. However, to our knowledge, a comprehensive study about the potential of Markov models to describe complete genomes is still lacking. We address this gap in this paper. Our approach relies on (i) multiple competing Markov models of different orders (ii) careful programming techniques that allow orders as large as sixteen (iii) adequate inverted repeat handling (iv) probability estimates suited to the wide range of context depths used. To measure how well a model fits the data at a particular position in the sequence we use the negative logarithm of the probability estimate at that position. The measure yields information profiles of the sequence, which are of independent interest. The average over the entire sequence, which amounts to the average number of bits per base needed to describe the sequence, is used as a global performance measure. Our main conclusion is that, from the probabilistic or information theoretic point of view and according to this performance measure, multiple competing Markov models explain entire genomes almost as well or even better than state-of-the-art DNA compression methods, such as XM, which rely on very different statistical models. This is surprising, because Markov models are local (short-range), contrasting with the statistical models underlying other methods, where the extensive data repetitions in DNA sequences is explored, and therefore have a non-local character.


Assuntos
Biologia Computacional/métodos , Genoma/genética , Animais , Humanos , Cadeias de Markov
18.
PLoS One ; 6(1): e16065, 2011 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-21386877

RESUMO

Minimal absent words have been computed in genomes of organisms from all domains of life. Here, we explore different sets of minimal absent words in the genomes of 22 organisms (one archaeota, thirteen bacteria and eight eukaryotes). We investigate if the mutational biases that may explain the deficit of the shortest absent words in vertebrates are also pervasive in other absent words, namely in minimal absent words, as well as to other organisms. We find that the compositional biases observed for the shortest absent words in vertebrates are not uniform throughout different sets of minimal absent words. We further investigate the hypothesis of the inheritance of minimal absent words through common ancestry from the similarity in dinucleotide relative abundances of different sets of minimal absent words, and find that this inheritance may be exclusive to vertebrates.


Assuntos
Células Eucarióticas/metabolismo , Genoma/genética , Células Procarióticas/metabolismo , Animais , Composição de Bases/genética , Sequência de Bases , Padrões de Herança/genética , Dados de Sequência Molecular , Nucleotídeos/genética , Filogenia , Vertebrados/genética
19.
J Theor Biol ; 275(1): 52-8, 2011 Apr 21.
Artigo em Inglês | MEDLINE | ID: mdl-21295040

RESUMO

DNA may be represented by sequences of four symbols, but it is often useful to convert those symbols into real or complex numbers for further analysis. Several mapping schemes have been used in the past, but most of them seem to be unrelated to any intrinsic characteristic of DNA. The objective of this work was to study a mapping scheme that is directly related to DNA characteristics, and that could be useful in discriminating between different species. Recently, we have proposed a methodology based on the inter-nucleotide distance, which proved to contribute to the discrimination among species. In this paper, we introduce a new distance, the distance to the nearest dissimilar nucleotide, which is the distance of a nucleotide to first occurrence of a different nucleotide. This distance is related to the repetition structure of single nucleotides. Using the information resulting from the concatenation of the distance to the nearest dissimilar and the inter-nucleotide distance, we found that this new distance brings additional discriminative capabilities. This suggests that the distance to the nearest dissimilar nucleotide might contribute with useful information about the evolution of the species.


Assuntos
Genoma/genética , Modelos Genéticos , Nucleotídeos/genética , Animais , Sequência de Bases , Humanos , Dados de Sequência Molecular , Filogenia , Alinhamento de Sequência , Especificidade da Espécie
20.
Bioinformatics ; 25(23): 3064-70, 2009 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-19759198

RESUMO

MOTIVATION: DNA sequences can be represented by sequences of four symbols, but it is often useful to convert the symbols into real or complex numbers for further analysis. Several mapping schemes have been used in the past, but they seem unrelated to any intrinsic characteristic of DNA. The objective of this work was to find a mapping scheme directly related to DNA characteristics and that would be useful in discriminating between different species. Mathematical models to explore DNA correlation structures may contribute to a better knowledge of the DNA and to find a concise DNA description. RESULTS: We developed a methodology to process DNA sequences based on inter-nucleotide distances. Our main contribution is a method to obtain genomic signatures for complete genomes, based on the inter-nucleotide distances, that are able to discriminate between different species. Using these signatures and hierarchical clustering, it is possible to build phylogenetic trees. Phylogenetic trees lead to genome differentiation and allow the inference of phylogenetic relations. The phylogenetic trees generated in this work display related species close to each other, suggesting that the inter-nucleotide distances are able to capture essential information about the genomes. To create the genomic signature, we construct a vector which describes the inter-nucleotide distance distribution of a complete genome and compare it with the reference distance distribution, which is the distribution of a sequence where the nucleotides are placed randomly and independently. It is the residual or relative error between the data and the reference distribution that is used to compare the DNA sequences of different organisms.


Assuntos
DNA/química , Genoma , Genômica/métodos , Nucleotídeos/química , Análise de Sequência de DNA/métodos , Algoritmos , Sequência de Bases , Filogenia
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