Interactive Graphic Simulation: An Advanced Methodology to Improve the Teaching-Learning Process in Nuclear Engineering Education and Training

Nowadays, computer simulators are becoming basic tools for education and training in many engineering fields. In the nuclear industry, the role of simulation for training of operators of nuclear power plants is also recognized of the utmost relevance. As an example, the International Atomic Energy Agency sponsors the development of nuclear reactor simulators for education, and arranges the supply of such simulation programs. Aware of this, in 2008 Gas Natural Fenosa, a Spanish gas and electric utility that owns and operate nuclear power plants and promotes university education in the nuclear technology field, provided the Department of Nuclear Engineering of Universidad Politécnica de Madrid with the Interactive Graphic Simulator (IGS) of “José Cabrera” (Zorita) nuclear power plant, an industrial facility whose commercial operation ceased definitively in April 2006. It is a state-of-the-art full-scope real-time simulator that was used for training and qualification of the operators of the plant control room, as well as to understand and analyses the plant dynamics, and to develop, qualify and validate its emergency operating procedures.

Mixing Snapshots and Fast Time Integration of PDEs

A local proper orthogonal decomposition (POD) plus Galerkin projection method was recently developed to accelerate time dependent numerical solvers of PDEs. This method is based on the combined use of a numerical code (NC) and a Galerkin sys- tem (GS) in a sequence of interspersed time intervals, INC and IGS, respectively. POD is performed on some sets of snapshots calculated by the numerical solver in the INC inter- vals. The governing equations are Galerkin projected onto the most energetic POD modes and the resulting GS is time integrated in the next IGS interval. The major computa- tional e®ort is associated with the snapshots calculation in the ¯rst INC interval, where the POD manifold needs to be completely constructed (it is only updated in subsequent INC intervals, which can thus be quite small). As the POD manifold depends only weakly on the particular values of the parameters of the problem, a suitable library can be con- structed adapting the snapshots calculated in other runs to drastically reduce the size of the ¯rst INC interval and thus the involved computational cost. The strategy is success- fully tested in (i) the one-dimensional complex Ginzburg-Landau equation, including the case in which it exhibits transient chaos, and (ii) the two-dimensional unsteady lid-driven cavity problem

Structure Variation And Dynamics of the Nuclear Ribosomal Intergenic Spacer Region in Key Gibberella Fujikuroi Complex Species

The intergenic spacer (IGS) region of the ribosomal DNA was cloned and sequenced in eight species within the Gibberella fujikuroi species complex with anamorphs in the genus Fusarium , a group that includes the most relevant toxigenic species. DNA sequence analyses revealed two categories of repeated elements: long repeats and short repeats of 125 and 8 bp, respectively. Long repeats were present in two copies and were conserved in all the species analyzed, whereas different numbers of short repeat elements were observed, leading to species-specific IGS sequences with different length. In Fusarium subglutinans and Fusarium nygamai , these differences seemed to be the result of duplication and deletion events. Here, we propose a model based on unequal crossing over that can explain these processes. The partial IGS sequence of 22 Fusarium proliferatum isolates was also obtained to study variation at the intraspecific level. The results revealed no differences in terms of number or pattern of repeated elements and detected frequent gene conversion events. These results suggest that the homogenization observed at the intraspecific level might not be achieved primarily by unequal crossing-over events but rather by processes associated with recombination such as gene conversion events.

Crystal structure of a Staphylococcus aureus protein A domain complexed with the Fab fragment of a human IgM antibody: Structural basis for recognition of B-cell receptors and superantigen activity

Staphylococcus aureus produces a virulence factor, protein A (SpA), that contains five homologous Ig-binding domains. The interactions of SpA with the Fab region of membrane-anchored Igs can stimulate a large fraction of B cells, contributing to lymphocyte clonal selection. To understand the molecular basis for this activity, we have solved the crystal structure of the complex between domain D of SpA and the Fab fragment of a human IgM antibody to 2.7-Å resolution. In the complex, helices II and III of domain D interact with the variable region of the Fab heavy chain (VH) through framework residues, without the involvement of the hypervariable regions implicated in antigen recognition. The contact residues are highly conserved in human VH3 antibodies but not in other families. The contact residues from domain D also are conserved among all SpA Ig-binding domains, suggesting that each could bind in a similar manner. Features of this interaction parallel those reported for staphylococcal enterotoxins that are superantigens for many T cells. The structural homology between Ig VH regions and the T-cell receptor Vβ regions facilitates their comparison, and both types of interactions involve lymphocyte receptor surface remote from the antigen binding site. However, T-cell superantigens reportedly interact through hydrogen bonds with T-cell receptor Vβ backbone atoms in a primary sequence-independent manner, whereas SpA relies on a sequence-restricted conformational binding with residue side chains, suggesting that this common bacterial pathogen has adopted distinct molecular recognition strategies for affecting large sets of B and T lymphocytes.

Innate and acquired humoral immunities to influenza virus are mediated by distinct arms of the immune system

“Natural” Igs, mainly IgM, comprise part of the innate immune system present in healthy individuals, including antigen-free mice. These Igs are thought to delay pathogenicity of infecting agents until antigen-induced high affinity Igs of all isotypes are produced. Previous studies suggested that the acquired humoral response arises directly from the innate response, i.e., that B cells expressing natural IgM, upon antigen encounter, differentiate to give rise both to cells that secrete high amounts of IgM and to cells that undergo affinity maturation and isotype switching. However, by using a murine model of influenza virus infection, we demonstrate here that the B cells that produce natural antiviral IgM neither increase their IgM production nor undergo isotype switching to IgG2a in response to the infection. These cells are distinct from the B cells that produce the antiviral response after encounter with the pathogen. Our data therefore demonstrate that the innate and the acquired humoral immunities to influenza virus are separate effector arms of the immune system and that antigen exposure per se is not sufficient to increase natural antibody production.

Novel unconventional binding site in the variable region of immunoglobulins.

The variable immunoglobulin (Ig) domains contain hypervariable regions that are involved in the formation of the antigen binding site. Besides the canonical antigen binding site, so-called unconventional sites also reside in the variable region that bind bacterial and viral proteins. Docking to these unconventional sites does not typically interfere with antigen binding, which suggests that these sites may be a part of the biological functions of Igs. Herein, a novel unconventional binding site is described. The site is detected with 8-azidopurine nucleotide photoaffinity probes that label antibodies efficiently and under mild conditions. Tryptic peptides were isolated from photolabeled monoclonal antibodies and aligned with the variable antibody domains of heavy and light chains. The structure of a variable Ig fragment was used to model the binding of the purine nucleotide to invariant residues in a hydrophobic pocket of the Ig molecule at a location distant from the antigen binding site. Monoclonal and polyclonal antibodies were biotinylated with the photoaffinity linker and used in fluorescence-activated cell sorter and ELISA analyses. The data support the utility of this site for tethering diagnostic and therapeutic agents to the variable Ig fragment region without impairing the structural and functional integrity of antibodies.

Investigação de mecanismos genéticos e epigenéticos em distúrbios do crescimento humano

Parcela considerável de pacientes com distúrbios de crescimento não têm a causa de seus quadros clínicos estabelecida, incluindo aproximadamente 50% dos pacientes com diagnóstico clínico de síndrome de Silver−Russell (SRS) e 10-20% dos pacientes com síndrome de Beckwith-Wiedemann (BWS). O objetivo deste estudo foi investigar as causas genéticas e epigenéticas de distúrbios de crescimento, de etiologia desconhecida, numa contribuição para o entendimento de mecanismos que regulam o crescimento. O estudo compreendeu: (1) a investigação de microdesequilíbrios cromossômicos, por aCGH; (2) a análise do perfil de expressão alelo-específica de genes sujeitos a imprinting (IG), por pirossequenciamento (PSQ) ou sequenciamento de Sanger; (3) a investigação do padrão de metilação global em pacientes com restrição de crescimento, utilizando microarray de metilação. A casuística constituiu-se de 41 pacientes não aparentados, com distúrbios de crescimento, de etiologia desconhecida: (1) 25, com hipótese diagnóstica de SRS; (2) seis, com restrição de crescimento intrauterino e peso ao nascimento abaixo do 10º percentil, associados a outros sinais clínicos; (3) sete, com hipótese diagnóstica de BWS; e (4) três, com macrossomia pré-natal ou pós-natal, associada a outros sinais. A investigação de microdesequilíbrios cromossômicos foi realizada em 40 pacientes. Foram detectadas 58 variantes raras em 30/40 pacientes (75%): 40 foram consideradas provavelmente benignas (18 pacientes, 45%), 12, com efeito patogênico desconhecido (11 pacientes, 27,5%), duas, provavelmente patogênicas (um paciente, 2,5%) e quatro, patogênicas (três pacientes, 7,5%). Essas frequências são comparáveis àquelas descritas em estudos que investigaram CNV em grupos de pacientes com distúrbios de crescimento e outras alterações congênitas, incluindo SRS, e mostram a importância da investigação de microdesequilíbrios cromossômicos nesses pacientes. A diversidade dos microdesequilíbrios cromossômicos identificados é reflexo da heterogeneidade clínica das casuísticas. Neste estudo, muitos dos pacientes com hipótese diagnóstica de SRS e BWS apresentavam sinais clínicos atípicos, explicando a ausência neles das alterações (epi)genéticas que causam essas síndromes. A identificação de CNV características de outras síndromes reflete a sobreposição de sinais clínicos com BWS e SRS. A análise do perfil de expressão alelo-específica de IG foi realizada em um subgrupo de 18 pacientes com restrição de crescimento. Trinta IG com função em proliferação celular, crescimento fetal ou neurodesenvolvimento foram inicialmente selecionados. Após seleção de SNP transcritos com alta frequência na população, genotipagem de pacientes, genitores e indivíduos controle, determinação da expressão dos IG em sangue periférico e seu padrão de expressão (mono ou bialélico), 13 IG, expressos no sangue, tiveram a expressão alelo-específica avaliada, sete deles por PSQ e seis por sequenciamento de Sanger. Alterações no perfil de expressão de dois genes, de expressão normalmente paterna, foram detectadas em 4/18 pacientes (22%). Este estudo é o primeiro a utilizar pirossequenciamento e sequenciamento de Sanger na avaliação do perfil de expressão alelo-específica de IG, em pacientes com restrição de crescimento. Apesar de terem limitações, ambas as técnicas mostraram-se robustas e revelaram alterações de expressão alélica interessantes; entretanto, a relação dessas alterações com o quadro clínico dos pacientes permanece por esclarecer. A investigação da metilação global do DNA foi realizada em subgrupo de 21 pacientes com restrição de crescimento e em 24 indivíduos controle. Dois tipos de análise foram realizados: (1) análise diferencial de grupo e (2) análise diferencial individual. Na primeira análise, em que foi comparado o padrão de metilação do grupo de pacientes com quadro clínico sugestivo de SRS (n=16) com o do grupo controle (n=24), não houve indicação de hipo ou hipermetilação global no grupo SRS. Na segunda análise, foi comparado o padrão de metilação de cada um dos 21 pacientes com restrição de crescimento e dos 24 indivíduos controle, com o padrão de metilação do grupo controle. O número médio de CpG hipermetilados e de segmentos diferencialmente metilados (SDM) foi significativamente maior nos pacientes. Foram identificados 82 SDM hipermetilados, estando 57 associados a gene(s) (69,5%), em 16 pacientes, e 51 SDM hipometilados, 41 deles associados a gene(s) (80,4%), em 10 pacientes. A análise de ontologia genética dos 61 genes associados aos SDM hipo ou hipermetilados nos pacientes destacou genes que atuam no desenvolvimento e na morfogênese do sistema esquelético e de órgãos fetais, e na regulação da transcrição gênica e de processos metabólicos. Alterações de metilação em genes que atuam em processos de proliferação e diferenciação celulares e crescimento foram identificadas em 9/20 dos pacientes (45%), sugerindo implicação clínica. Não foi detectada alteração epigenética comum aos pacientes com diagnóstico clínico de SRS, explicável provavelmente pela heterogeneidade clínica. A investigação de metilação global, utilizando microarray, produziu novos dados que podem contribuir para a compreensão de mecanismos moleculares que influenciam o crescimento pré- e pós-natal. Na translocação aparentemente equilibrada - t(5;6)(q35.2;p22.3)dn, detectada em paciente com suspeita clínica de SRS, a interrupção de um gene, pela quebra no cromossomo 6, pode ser a causa do quadro clínico; alternativamente, a translocação pode ter impactado a regulação de genes de desenvolvimento localizados próximos aos pontos de quebra. A análise de expressão em sangue periférico mostrou que os níveis de cDNA do gene, interrompido pelo ponto de quebra da translocação, estavam reduzidos à metade. Além de sinais típicos da SRS, a paciente apresentava algumas características clínicas sugestivas de displasia cleidocraniana. Assim, a translocação t(5;6) pode ter alterado a interação de genes de desenvolvimento e seus elementos reguladores, levando à desregulação de sua expressão espaço-temporal, e resultando num fenótipo atípico, com características sobrepostas de mais de uma síndrome genética

Genetic uniformity of international isolates of Leifsonia xyli subsp xyli, causal agent of ratoon stunting disease of sugarcane

An international collection of the sugarcane ratoon stunting disease pathogen, Leifsonia xyli subsp. xyli, was analysed to assess genetic diversity. DNA fingerprinting using BOX primers was performed on 105 isolates, comprising 65 Australian isolates and an additional 40 isolates from Indonesia (n = 8), Japan (n = 1), USA (n = 3), Brazil (n = 2), Mali (n = 2), Zimbabwe (n = 13), South Africa (n = 9) and Reunion (n = 2). Sixty-two of these isolates were also screened using ERIC primers. No variation was found among any of the isolates. The intergenic spacer (IGS) region of the ribosomal RNA genes from 54 isolates was screened for sequence variation using single-stranded conformational polymorphism (SSCP), but none was observed. Direct sequencing of the IGS from a subset of nine isolates, representing all of the countries sampled in this study, confirmed the results of the SSCP analysis. Likewise, no sequence variation was found in the 16S ribosomal RNA genes of the same subset. Four Colombian isolates from sugarcane, morphologically similar to L. xyli subsp. xyli, were putatively shown to be an undescribed Agrococcus species of unknown pathogenicity. The lack of genetic variation among L. xyli subsp. xyli isolates, independent of time of sampling, cultivar of isolation, or country of origin, suggests the worldwide spread of a single pathogenic clone, and further suggests that sugarcane cultivars resistant to ratoon stunting disease in one area should retain this property in other regions.

Activation of the neutrophil respiratory burst by plasma from periodontitis patients is mediated by pro-inflammatory cytokines

Aim: To determine the effect of periodontitis patients' plasma on the neutrophil oxidative burst and the role of albumin, immunoglobulins (Igs) and cytokines. Materials and Methods: Plasma was collected from chronic periodontitis patients (n=11) and periodontally healthy controls (n=11) and used with/without depletion of albumin and Ig or antibody neutralization of IL-8, GM-CSF or IFN-a to prime/stimulate peripheral blood neutrophils, isolated from healthy volunteers. The respiratory burst was measured by lucigenin-dependent chemiluminescence. Plasma cytokine levels were determined by ELISA. Results: Plasmas from patients were significantly more effective in both directly stimulating neutrophil superoxide production and priming for subsequent formyl-met-leu-phe (fMLP)-stimulated superoxide production than plasmas from healthy controls (p<0.05). This difference was maintained after depletion of albumin and Ig. Plasma from patients contained higher mean levels of IL-8, GM-CSF and IFN-a. Individual neutralizing antibodies against IL-8, GM-CSF or IFN-a inhibited the direct stimulatory effect of patients' plasma, whereas the ability to prime for fMLP-stimulated superoxide production was only inhibited by neutralization of IFN-a. The stimulating and priming effects of control plasma were unaffected by antibody neutralization. Conclusions: This study demonstrates that plasma cytokines may have a role in inducing the hyperactive (IL-8, GM-CSF, IFN-a) and hyper-reactive (IFN-a) neutrophil phenotype seen in periodontitis patients.

Anticholinergic burden in older adults with intellectual disability; relationships with multimorbidity and adverse effects

Background: Anticholinergic medications may be associated with adverse clinical outcomes, including acute impairments in cognition and anticholinergic side effects, the risk of adverse outcomes increasing with increasing anticholinergic exposure. Older people with intellectual disability may be at increased risk of exposure to anticholinergic medicines due to their higher prevalence of comorbidities. We sought to determine anticholinergic burden in ageing people with intellectual disability. Methods: Medication data (self-report/proxy-report) was drawn from Wave 1 of the Intellectual Disability Supplement to the Irish Longitudinal Study on Ageing (IDS-TILDA), a study on the ageing of 753nationally representative people with an IDC40 years randomly selected from the National Intellectual Disability Database. Each individual’s cumulative exposure to anticholinergic medications was calculated using the Anticholinergic Cognitive Burden Scale (ACB) amended by a multi-disciplinary group with independent advice to account for the range of medicines in use in this population. Results: Overall, 70.1 % (527) reported taking medications with possible or definite anticholinergic properties (ACBC1), with a mean (±SD) ACB score of 4.5 (±3.0) (maximum 16). Of those reporting anticholinergic exposure (n=527), 41.3 % (217) reported an ACB score o fC5. Antipsychotics accounted for 36.4 % of the total cumulative ACB score followed by anticholinergics (16 %) and antidepressants (10.8 %). The most frequently reported medicine with anticholinergic activity was carbamazepine 16.8 % (127). The most frequently reported medicine with high anticholinergic activity (ACB 3) was olanzapine13.4 % (101). There was a significant association between higher anti-cholinergic exposure and multimorbidity, particularly mental health morbidity, and some anticholinergic adverse effects such as constipation and day-time drowsiness but not self-rated health. Conclusion: Using simple cumulative measures proved an effective means to capture total burden and helped establish that anticholinergic exposure in the study population was high. The finding highlights the need for comprehensive reviews of medications.

The new DGFI-TUM realization of the ITRS: DTRF2014 (data)

The DTRF2014 is a realization of the the fundamental Earth-fixed coordinate system, the International Terrestrial Reference System (ITRS). It has been computed by the Deutsches Geodätisches Forschungsinstitut der Technischen Universität München (DGFI-TUM). The DTRF2014 consists of station positions and velocities of 1712 globally distributed geodetic observing stations of the observation techniques VLBI, SLR, GNSS and DORIS. Additionally, for the first time, non-tidal atmospheric and hydrological loading is considered in the solution. The DTRF2014 was released in August 2016 and incorporates observation data of the four techniques up 2014. The observation data were processed and submitted by the corresponding technique services: IGS (International GNSS Service, http://igscb.jpl.nasa.gov) IVS (International VLBI Service, http://ivscc.gsfc.nasa.gov) ILRS (International Laser Ranging Service, http://ilrs.gsfc.nasa.gov) IDS (International DORIS Service, http://ids-doris.org). The DTRF2014 is an independent ITRS realization. It is computed on the basis of the same input data as the realizations JTRF2014 (JPL, Pasadena) and ITRF2014 (IGN, Paris). The three realizations of the ITRS differ conceptually. While DTRF2014 and ITRF2014 are based on station positions at a reference epoch and velocities, the JTRF2014 is based on time series of station positions. DTRF2014 and ITRF2014 result from different combination strategies: The ITRF2014 is based on the combination of solutions, the DTRF2014 is computed by the combination of normal equations. The DTRF2014 comprises 3D coordinates and coordinate changes of 1347 GNSS-, 113 VLBI-, 99 SLR- and 153 DORIS-stations. The reference epoch is 1.1.2005, 0h UTC. The Earth Orientation Parameters (EOP) - that means the coordinates of the terrestrial and the celestial pole, UT1-UTC and the Length of Day (LOD) - were simultaneously estimated with the station coordinates. The EOP time series cover the period from 1979.7 to 2015.0. The station names are the official IERS identifiers: CDP numbers or 4-character IDs and DOMES numbers (http://itrf.ensg.ign.fr/doc_ITRF/iers_sta_list.txt). The DTRF2014 solution is available in one comprehensive SINEX file and four technique-specific SINEX files, see below. A detailed description of the solution is given on the website of DGFI-TUM (http://www.dgfi.tum.de/en/science-data-products/dtrf2014/). More information can be made available by request.

Demonstration of changes in plasma cell subsets in multiple myeloma.

Increases in free light chain (FLC) production are associated with disease progression in multiple myeloma (MM). Using a double immunofluorescence staining method to produce a differential count of plasma cells in bone marrow, single populations were demonstrated, containing intact monoclonal immunoglobulins (M-Igs) in 74% and FLCs only in 8% of cases. However, 18% contained a mixture of both cell populations. Progression from cells making intact M-Ig to cells restricted to FLC only production occurred in individual cases during the course of their disease. The presence of FLC only cells was associated with shortened survival.

Analisi di una stazione permanente GNSS posta sul Plateau Antartico

Attraverso lo studio di serie temporali di coordinate è possibile studiare l'entità degli spostamenti, nel tempo, di punti materializzati sulla Terra. In particolare, si incentra l'attenzione sull'analisi della stazione permanente GNSS DCRU collocata presso la base italo-francese Concordia, così da valutare il campo di velocità di deflusso superficiale del ghiaccio in una porzione di plateau dell’Antartide orientale sede della perforazione profonda in ghiaccio del progetto European Project for Ice Coring in Antarctica (EPICA) . Tale stazione è stata inserita in una rete di inquadramento dell'IGS e ha acquisito dati satellitari dal 2005 a oggi, raccolti giornalmente in file RINEX. Tramite l'utilizzo del software Bernese versione 5.2 è stato possibile ottenere dai file RINEX i file SINEX contenenti le soluzioni giornaliere, che costituiscono la serie temporale, e le relative varianze e covarianze. Avvalendosi del programma Tsview implementato per GGMatlab si sono poi valutate le componenti principali che caratterizzano una serie temporale, quali il trend, le componenti stagionali ed i rumori che giocano, talvolta, un ruolo importante nella valutazione dell'incertezza legata alle misure. Infine si è cercato di dare un'interpretazione fisica ai risultati che sono tutt'ora oggetto di studio. In questa tesi, quindi, si delinea un quadro generale delle procedure e delle problematiche da affrontare, sia per ottenere dall'acquisizione satellitare le soluzioni giornaliere costituenti la serie temporale, sia per analizzare la serie stessa.

Diversidade Ictiofaunística e Ecologia reprodutiva de uma espécie nativa de peixe da Bacia Piranhas-Assu, RN

The Caatinga biome is rich in endemic fish species fauna. The present study the results of fish faunal surveys conducted in the hydrographic basin of Piranhas-Assu of the Brazilian Caatinga biome. The fish samples collected were distributed in four orders (Characiformes, Perciformes, Siluriformes and Synbranchiformes), 11 families (Characidae, Curimatidae, Auchenipteridae, Anostomidae, Prochilodontidae, Erythrinidae, Cichlidae, Sciaenidae, Heptapteridae, Loricariidae, Synbranchidae) and 22 species, of which 17 are endemic and five have been introduced from other basins. The order Characiformes was the most representative in number of species (46,35% ) followed by Perciformes (35,38%), Siluriformes (17,44%) and Synbranchiformes (0,5%). The Nile tilapia, Oreochomis niloticus, the only exotic species, was most expressive in number of individuals (24.92%) followed by the native species piau preto, Leporinus piau (18,77 %). Considering the relative frequency of occurrence of the 22 species, 13 were constant, five were accessory and four were occasional. This study investigated the reproductive ecology of an endemic fish black piau, Leporinus piau from the Marechal Dutra reservoir, Acari, Rio Grande do Norte. Samplings were done on a monthly basis from January to December 2009, and a total of 211 specimens were captured. The environmental parameters such as rainfall, temperature, pH, electrical conductivity and dissolved oxygen of water were recorded. The sampled population showed a slight predominance of males (55%), however females were larger and heavier. Both sexes of L. piau showed positive allometric growth, indicating a higher increase of weight than length. The first sexual maturation of males occurred at smaller size, with 16.5 cm in total length than females (20.5 cm). During the reproductive period, the condition factor and gonadosomatic index (GSI) of L. piau were negatively correlated. This species has large oocytes with a high mean fecundity of 54.966 with synchronous oocyte development and total spawning

Ecologia reprodutiva do peixe-donzela, Stegastes fuscus cuvier, 1830 (osteichthyes: pomacentridae) em arrecifes rochosos da praia de Búzios, Rio Grande do Norte, Brasil

The reproductive ecology of fish plays a key role both for rational exploitation methods and for protective measures of natural stocks. The purpose of this study was to analyze the reproductive aspects of the damsel-fish, Stegastes fuscus, during October 2004 to September 2005, in the coastal rocky reefs of Búzios Beach, Nísia Floresta, RN. Fish were captured using hooks and hand nets, during low tide. Reproduction was determined using sexual ratio, mean length of first maturation (L50), absolute fecundity and macroscopic characteristics of gonads. The following parameters were related to gonadosomatic index (GSI): condition factor (CF), hepatosomatic index (HSI), rain fall and temperature. In relation to sex distribution, it was observed that 78% were females and 22% were males. The L50 was 6.2 cm for females and 7.0 for males. Average fecundity was 6832 oocytes. Results showed that S. fuscus had better body condition in the months prior to spawning, particularly during initial and intermediate stages of maturation. Five stages of gonadal maturation were identified through macroscopic analysis: immature, in maturation, mature, spent and resting. The HSI was inversely related to the GSI. This was possibly due to the reproductive cycle of this species which was associated to the dry period of this region. During this period, low rain fall and high temperatures provide an propitious reproductive condition for the study species