Mecánica de las bóvedas de fábrica: el enfoque del equilibrio

El padre Vicente tosca, arquitecto, filósofo, matemático, y astrónomo, Y comienza su Tratado de Arquitectura (que forma parte de su Compendio matemático, 9 vols. 1701-1715) abordando el tema de la traza o proyecto de bóvedas: Lo más sutil y primoroso de la Arquitectura... es la construcción de todo género de arcos y bóvedas, cortando sus piedras, y ajustándolas con tal artificio, que la misma gravedad y peso que las había de precipitar hácia la tierra, las mantenga constantes en el ayre, sustentándose las unas á las otras en virtud de la mutua complicación que las enlaza, con lo que cierran por arriba las fábricas con toda seguridad y firmeza. El equilibrio se alcanza a través de la geometría y, de este modo es posible la construcción de edificios de fábrica seguros. Las antiguas reglas tradicionales para el proyecto de bóvedas y estribos de fábrica tienen un carácter geométrico, ya que establecen ciertas relaciones entre las dimensiones de los elementos estructurales. Regulan, por ejemplo, que el grosor de un estribo debe ser una cierta fracción entera de la luz de las bóvedas. De hecho en la afirmación del padre Tosca encontramos la esencia misma del proyecto de estructuras de fábrica (Huerta 2004). Sin embargo para nosotros, arquitectos e ingenieros del siglo XXI, todo esto nos parece demasiado ingenuo, la demostración de la ignorancia de los antiguos maestros; de hecho, hasta el siglo XVIII no se desarrolló una teoría científica de las estructuras, basada en la Resistencia de Materiales y las leyes de la Mecánica (Huerta 1996). De cualquier forma estos *ignorantes+ maestros constructores levantaron el Pantheon de Roma, Santa Sofía y las catedrales góticas. Por tanto, puede que, después de todo, el enfoque geométrico tradicional no esté demasiado equivocado. Es posible que los antiguos maestros tuvieran una teoría, distinta de nuestra teoría científica, pero basada en un profundo conocimiento de la naturaleza y comportamiento de las estructuras de fábrica. Si fuera así, sería interesante conocer algo sobre esta teoría, la cual, si juzgamos por los resultados, era extraordinaria. Sin embargo, aunque podemos ampliar nuestros conocimientos, no podemos sustraernos a los que ya tenemos. Estamos forzados a abordar el tema del análisis de arcos y bóvedas desde un enfoque científico, dentro del marco de la teoría de estructuras actual. Antes de proseguir se deben hacer dos observaciones. La primera se refiere al objetivo de la Teoría de Estructuras. El objetivo de la teoría estructural es el proyecto de construcciones seguras o el análisis de la seguridad de las que ya existen. Es una ciencia aplicada no una ciencia pura. Como Rankine (1858) señaló, si la pregunta que se hace el científico es *qué quiero saber+, la del arquitecto o ingeniero es *qué quiero hacer+. Todas las consideraciones teóricas están condicionadas por la necesidad de una respuesta a un problema sin demora. La segunda observación hace referencia a nuestra propia ignorancia respecto al tema. Ya no se construyen bóvedas y toda la tradición de la construcción en fábrica se ha perdido en el mundo occidental. Esta parte de la arquitectura, que fue considerada *lo más sutil y primoroso+, nos es ajena. La mayor parte de los arquitectos e ingenieros nunca han visto construir una sencilla bóveda. Carecemos del oficio y experiencia del antiguo constructor, que seleccionaba la piedra, dibujaba las plantillas para cortarla, trazaba la cimbra, dirigía el proceso de construcción y, finalmente, supervisaba el descimbrado. Rodrigo Gil de Hontañón (Tratado de arquitectura, ca. 1540, copiado en García, 1681) después de describir la construcción de una bóveda gótica de crucería advierte que: . . . estas cosas, podran ser difiçiles de comprehender faltando en quien las procura la experiencia, la practi¬ca, la profesion de la canteria, y la execuçion, o el aberse allado presente a algunos çierres de cruçeria, para haçerse capaz en el asiento de ella. Esta es precisamente la situación de cualquier arquitecto o ingeniero de la actualidad. A partir de aquí trataremos de mostrar que los enfoques tradicional y moderno del cálculo de estructuras de fábrica llevan a la misma conclusión fundamental: la absoluta importancia de la geometría. Se demostrará que la moderna teoría del Análisis Límite de las estructuras de Fábrica, que ha sido desarrollada por el profesor Heyman, es la herramienta más apropiada para comprender y analizar las construcciones de fábrica. Esta teoría conduce al *enfoque del equilibrio+; el calculista necesita sólo estudiar posible estados de equilibrio con la fábrica trabajando a compresión. La existencia de estos posibles estados de equilibrio depende de la geometría. Una construcción segura es una construcción en equilibrio: la teoría moderna conduce a las mismas disposiciones geométricas que la tradicional. No podía ser de otro modo, los espectaculares logros de los antiguos arquitectos no pudieron ser fruto de la casualidad. Se harán numerosas referencias históricas con la intención de dejar claro que existe una antigua tradición en el cálculo científico de las estructuras de fábrica según el enfoque del equilibrio. Tenemos mucho que aprender de los arquitectos e ingenieros de la antigüedad. Pudieron no tener una profunda comprensión de la teoría, pero poseían los conocimientos esenciales, ésos que proporciona la reflexión sobre la práctica. Ars sine scientia nihil est, la práctica no es nada sin la teoría, pero la teoría sin la práctica es simplemente peligrosa. La experiencia, en nuestro caso, debemos buscarla en los edificios construidos y en lo que podemos extraer de la lectura crítica de los antiguos tratados de arquitectura e ingeniería.

MANDRÁGORAS: MITOS E ASPECTOS DA CULTURA DE ISRAEL A PARTIR DE GÊNESIS 25 A 36

A sexualidade de Lea e Raquel, o útero, as mandrágoras e o corpo de Jacó são fatores que definem o alicerce do nosso texto como espaços de diálogo, mediação e estrutura do cenário. O destaque principal está sob o capítulo 30.14-16 que retrata a memória das mandrágoras. Como plantas místicas elas dominam o campo religioso e como plantas medicinais elas são utilizadas para solucionar problemas biológicos. As instituições e sociedades detentoras de uma ideologia e de leis que regulamentam uma existência apresentam na narrativa, duas irmãs, mas também esposas de um mesmo homem que, manipuladas por essa instituição que minimiza e oprime a mulher, principalmente a estéril, confina-as como simples objeto de sexualidade e mantenedoras da descendência por meio da maternidade. A memória das mandrágoras é sinal de que a prática existente circundava uma religião não monoteísta. Ela existia sociologicamente por meio de sincretismos, força e poderes sócio-culturais e religiosos. Era constituída das memórias de mulheres que manipulavam e dominavam o poder sagrado para controle de suas necessidades. O discurso dessas mulheres, em nossa unidade, prova que o discurso dessa narrativa não se encontra somente no plano individual, mas também se estende a nível comunitário, espaço que as define e lhes concede importância por meio do casamento e dádivas da maternidade como continuidade da descendência. São mulheres que dominaram um espaço na história com suas lutas e vitórias, com atos de amor e de sofrimento, de crenças e poderes numa experiência religiosa dominada pelo masculino que vai além do nosso conhecimento atual. As lutas firmadas na fé e na ideologia dessas mulheres definiram e acentuaram seu papel de protagonistas nas narrativas 9 bíblicas que estudamos no Gênesis. A conservação dessas narrativas, e do espaço teológico da época, definiu espaços, vidas, gerações e tribos que determinaram as gerações prometidas e fecharam um ciclo: o da promessa de Iahweh quanto à descendência desde Abraão. Os mitos e as crenças foram extintos para dar espaço a uma fé monoteísta, mas a experiência religiosa

Identification of the endophilins (SH3p4/p8/p13) as novel binding partners for the β1-adrenergic receptor

Several G-protein coupled receptors, such as the β1-adrenergic receptor (β1-AR), contain polyproline motifs within their intracellular domains. Such motifs in other proteins are known to mediate protein–protein interactions such as with Src homology (SH)3 domains. Accordingly, we used the proline-rich third intracellular loop of the β1-AR either as a glutathione S-transferase fusion protein in biochemical “pull-down” assays or as bait in the yeast two-hybrid system to search for interacting proteins. Both approaches identified SH3p4/p8/p13 (also referred to as endophilin 1/2/3), a SH3 domain-containing protein family, as binding partners for the β1-AR. In vitro and in human embryonic kidney (HEK) 293 cells, SH3p4 specifically binds to the third intracellular loop of the β1-AR but not to that of the β2-AR. Moreover, this interaction is mediated by the C-terminal SH3 domain of SH3p4. Functionally, overexpression of SH3p4 promotes agonist-induced internalization and modestly decreases the Gs coupling efficacy of β1-ARs in HEK293 cells while having no effect on β2-ARs. Thus, our studies demonstrate a role of the SH3p4/p8/p13 protein family in β1-AR signaling and suggest that interaction between proline-rich motifs and SH3-containing proteins may represent a previously underappreciated aspect of G-protein coupled receptor signaling.

Restoration of β-adrenergic signaling in failing cardiac ventricular myocytes via adenoviral-mediated gene transfer

Cardiovascular gene therapy is a novel approach to the treatment of diseases such as congestive heart failure (CHF). Gene transfer to the heart would allow for the replacement of defective or missing cellular proteins that may improve cardiac performance. Our laboratory has been focusing on the feasibility of restoring β-adrenergic signaling deficiencies that are a characteristic of chronic CHF. We have now studied isolated ventricular myocytes from rabbits that have been chronically paced to produce hemodynamic failure. We document molecular β-adrenergic signaling defects including down-regulation of myocardial β-adrenergic receptors (β-ARs), functional β-AR uncoupling, and an up-regulation of the β-AR kinase (βARK1). Adenoviral-mediated gene transfer of the human β2-AR or an inhibitor of βARK1 to these failing myocytes led to the restoration of β-AR signaling. These results demonstrate that defects present in this critical myocardial signaling pathway can be corrected in vitro using genetic modification and raise the possibility of novel inotropic therapies for CHF including the inhibition of βARK1 activity in the heart.

Testosterone Signaling through Internalizable Surface Receptors in Androgen Receptor-free Macrophages

Testosterone acts on cells through intracellular transcription-regulating androgen receptors (ARs). Here, we show that mouse IC-21 macrophages lack the classical AR yet exhibit specific nongenomic responses to testosterone. These manifest themselves as testosterone-induced rapid increase in intracellular free [Ca2+], which is due to release of Ca2+ from intracellular Ca2+ stores. This Ca2+ mobilization is also inducible by plasma membrane-impermeable testosterone-BSA. It is not affected by the AR blockers cyproterone and flutamide, whereas it is completely inhibited by the phospholipase C inhibitor U-73122 and pertussis toxin. Binding sites for testosterone are detectable on the surface of intact IC-21 cells, which become selectively internalized independent on caveolae and clathrin-coated vesicles upon agonist stimulation. Internalization is dependent on temperature, ATP, cytoskeletal elements, phospholipase C, and G-proteins. Collectively, our data provide evidence for the existence of G-protein-coupled, agonist-sequestrable receptors for testosterone in plasma membranes, which initiate a transcription-independent signaling pathway of testosterone.

An Intronic Enhancer Is Required for Deflagellation-induced Transcriptional Regulation of a Chlamydomonas reinhardtii Dynein Gene

Chlamydomonas reinhardtii flagellar regeneration is accompanied by rapid induction of genes encoding a large set of flagellar structural components and provides a model system to study coordinate gene regulation and organelle assembly. After deflagellation, the abundance of a 70-kDa flagellar dynein intermediate chain (IC70, encoded by ODA6) mRNA increases approximately fourfold within 40 min and returns to predeflagellation levels by ∼90 min. We show by nuclear run-on that this increase results, in part, from increased rates of transcription. To localize cis induction elements, we created an IC70 minigene and measured accumulation, in C. reinhardtii, of transcripts from the endogenous gene and from introduced promoter deletion constructs. Clones containing 416 base pairs (bp) of 5′- and 2 kilobases (kb) of 3′-flanking region retained all sequences necessary for a normal pattern of mRNA abundance change after deflagellation. Extensive 5′- and 3′- flanking region deletions, which removed multiple copies of a proposed deflagellation-response element (the tub box), did not eliminate induction, and the IC70 5′-flanking region alone did not confer deflagellation responsiveness to a promoterless arylsulfatase (ARS) gene. Instead, an intron in the IC70 gene 5′-untranslated region was found to contain the deflagellation response element. These results suggest that the tub box does not play an essential role in deflagellation-induced transcriptional regulation of this dynein gene.

Preservation of myocardial β-adrenergic receptor signaling delays the development of heart failure after myocardial infarction

When the heart fails, there is often a constellation of biochemical alterations of the β-adrenergic receptor (βAR) signaling system, leading to the loss of cardiac inotropic reserve. βAR down-regulation and functional uncoupling are mediated through enhanced activity of the βAR kinase (βARK1), the expression of which is increased in ischemic and failing myocardium. These changes are widely viewed as representing an adaptive mechanism, which protects the heart against chronic activation. In this study, we demonstrate, using in vivo intracoronary adenoviral-mediated gene delivery of a peptide inhibitor of βARK1 (βARKct), that the desensitization and down-regulation of βARs seen in the failing heart may actually be maladaptive. In a rabbit model of heart failure induced by myocardial infarction, which recapitulates the biochemical βAR abnormalities seen in human heart failure, delivery of the βARKct transgene at the time of myocardial infarction prevents the rise in βARK1 activity and expression and thereby maintains βAR density and signaling at normal levels. Rather than leading to deleterious effects, cardiac function is improved, and the development of heart failure is delayed. These results appear to challenge the notion that dampening of βAR signaling in the failing heart is protective, and they may lead to novel therapeutic strategies to treat heart disease via inhibition of βARK1 and preservation of myocardial βAR function.

Dual modulation of cell survival and cell death by β2-adrenergic signaling in adult mouse cardiac myocytes

The goal of this study was to determine whether β1-adrenergic receptor (AR) and β2-AR differ in regulating cardiomyocyte survival and apoptosis and, if so, to explore underlying mechanisms. One potential mechanism is that cardiac β2-AR can activate both Gs and Gi proteins, whereas cardiac β1-AR couples only to Gs. To avoid complicated crosstalk between β-AR subtypes, we expressed β1-AR or β2-AR individually in adult β1/β2-AR double knockout mouse cardiac myocytes by using adenoviral gene transfer. Stimulation of β1-AR, but not β2-AR, markedly induced myocyte apoptosis, as indicated by increased terminal deoxynucleotidyltransferase-mediated UTP end labeling or Hoechst staining positive cells and DNA fragmentation. In contrast, β2-AR (but not β1-AR) stimulation elevated the activity of Akt, a powerful survival signal; this effect was fully abolished by inhibiting Gi, Gβγ, or phosphoinositide 3 kinase (PI3K) with pertussis toxin, βARK-ct (a peptide inhibitor of Gβγ), or LY294002, respectively. This indicates that β2-AR activates Akt via a Gi-Gβγ-PI3K pathway. More importantly, inhibition of the Gi-Gβγ-PI3K-Akt pathway converts β2-AR signaling from survival to apoptotic. Thus, stimulation of a single class of receptors, β2-ARs, elicits concurrent apoptotic and survival signals in cardiac myocytes. The survival effect appears to predominate and is mediated by the Gi-Gβγ-PI3K-Akt signaling pathway.

A link between DNA methylation and epigenetic silencing in transgenic Volvox carteri

Epigenetic silencing of foreign genes introduced into plants poses an unsolved problem for transgenic technology. Here we have used the simple multicellular green alga Volvox carteri as a model to analyse the relation of DNA methylation to transgenic silencing. Volvox DNA contains on average 1.1% 5-methylcytosine and 0.3% N6-methyladenine, as revealed by electrospray mass spectrometry and phosphoimaging of chromatographically separated 32P-labelled nucleotides. In two nuclear transformants of V.carteri, produced in 1993 by biolistic bombardment with a foreign arylsulphatase gene (C-ars), the transgene is still expressed in one (Hill 181), but not in the other (Hill 183), after an estimated 500–1000 generations. Each transformant clone contains multiple intact copies of C-ars, most of them integrated into the genome as tandem repeats. When the bisulphite genomic sequencing protocol was applied to examine two select regions of transgenic C-ars, we found that the inactivated copies (Hill 183) exhibited a high-level methylation (40%) of CpG dinucleotides, whereas the active copies (Hill 181) displayed low-level (7%) CpG methylation. These are average values from 40 PCR clones sequenced from each DNA strand in the two portions of C-ars. The observed correlation of CpG methylation and transgene inactivation in a green alga will be discussed in the light of transcriptional silencing.

Defining the minimal length of sequence homology required for selective gene isolation by TAR cloning

The transformation-associated recombination (TAR) cloning technique allows selective and accurate isolation of chromosomal regions and genes from complex genomes. The technique is based on in vivo recombination between genomic DNA and a linearized vector containing homologous sequences, or hooks, to the gene of interest. The recombination occurs during transformation of yeast spheroplasts that results in the generation of a yeast artificial chromosome (YAC) containing the gene of interest. To further enhance and refine the TAR cloning technology, we determined the minimal size of a specific hook required for gene isolation utilizing the Tg.AC mouse transgene as a targeted region. For this purpose a set of vectors containing a B1 repeat hook and a Tg.AC-specific hook of variable sizes (from 20 to 800 bp) was constructed and checked for efficiency of transgene isolation by a radial TAR cloning. When vectors with a specific hook that was ≥60 bp were utilized, ∼2% of transformants contained circular YACs with the Tg.AC transgene sequences. Efficiency of cloning dramatically decreased when the TAR vector contained a hook of 40 bp or less. Thus, the minimal length of a unique sequence required for gene isolation by TAR is ∼60 bp. No transgene-positive YAC clones were detected when an ARS element was incorporated into a vector, demonstrating that the absence of a yeast origin of replication in a vector is a prerequisite for efficient gene isolation by TAR cloning.

Break-induced replication: A review and an example in budding yeast

Break-induced replication (BIR) is a nonreciprocal recombination-dependent replication process that is an effective mechanism to repair a broken chromosome. We review key roles played by BIR in maintaining genome integrity, including restarting DNA replication at broken replication forks and maintaining telomeres in the absence of telomerase. Previous studies suggested that gene targeting does not occur by simple crossings-over between ends of the linearized transforming fragment and the target chromosome, but involves extensive new DNA synthesis resembling BIR. We examined gene targeting in Saccharomyces cerevisiae where only one end of the transformed DNA has homology to chromosomal sequences. Linearized, centromere-containing plasmid DNA with the 5′ end of the LEU2 gene at one end was transformed into a strain in which the 5′ end of LEU2 was replaced by ADE1, preventing simple homologous gene replacement to become Leu2+. Ade1+ Leu2+ transformants were recovered in which the entire LEU2 gene and as much as 7 kb of additional sequences were found on the plasmid, joined by microhomologies characteristic of nonhomologous end-joining (NHEJ). In other experiments, cells were transformed with DNA fragments lacking an ARS and homologous to only 50 bp of ADE2 added to the ends of a URA3 gene. Autonomously replicating circles were recovered, containing URA3 and as much as 8 kb of ADE2-adjacent sequences, including a nearby ARS, copied from chromosomal DNA. Thus, the end of a linearized DNA fragment can initiate new DNA synthesis by BIR in which the newly synthesized DNA is displaced and subsequently forms circles by NHEJ.

Targeted disruption of the mouse beta1-adrenergic receptor gene: developmental and cardiovascular effects.

At least three distinct beta-adrenergic receptor (beta-AR) subtypes exist in mammals. These receptors modulate a wide variety of processes, from development and behavior, to cardiac function, metabolism, and smooth muscle tone. To understand the roles that individual beta-AR subtypes play in these processes, we have used the technique of gene targeting to create homozygous beta 1-AR null mutants (beta 1-AR -/-) in mice. The majority of beta 1-AR -/- mice die prenatally, and the penetrance of lethality shows strain dependence. Beta l-AR -/- mice that do survive to adulthood appear normal, but lack the chronotropic and inotropic responses seen in wild-type mice when beta-AR agonists such as isoproterenol are administered. Moreover, this lack of responsiveness is accompanied by markedly reduced stimulation of adenylate cyclase in cardiac membranes from beta 1-AR -/- mice. These findings occur despite persistent cardiac beta 2-AR expression, demonstrating the importance of beta 1-ARs for proper mouse development and cardiac function, while highlighting functional differences between beta-AR subtypes.

Identification, purification, and molecular cloning of autonomously replicating sequence-binding protein 1 from fission yeast Schizosaccharomyces pombe.

Autonomously replicating sequence (ARS) elements of the fission yeast Schizosaccharomyces pombe contain multiple imperfect copies of the consensus sequence reported by Maundrell et al. [Maundrell K., Hutchison, A. & Shall, S. (1988) EMBO J. 7, 2203-2209]. When cell free extracts of S. pombe were incubated with a dimer or tetramer of an oligonucleotide containing the ARS consensus sequence, several complexes were detected using a gel mobility-shift assay. The proteins forming these complexes also bind ars3002, which is the most active origin in the ura4 region of chromosome III of S. pombe. One protein, partly responsible for the binding activity observed with crude extracts, was purified to near homogeneity. It is a 60-kDa protein and was named ARS-binding protein 1 (Abp1). Abp1 preferentially binds to multiple sites in ARS 3002 and to the DNA polymer poly[d(A.T)]. The cloning and sequence of the gene coding for Abp1 revealed that it encodes a protein of 59.8 kDa (522 amino acids). Abp1 has significant homology (25% identity, 50% similarity) to the N-terminal region (approximately 300 amino acids) of the human and mouse centromere DNA-binding protein CENP-B. Because centromeres of S. pombe contain a high density of ARS elements, Abp1 may play a role connecting DNA replication and chromosome segregation.

G protein beta gamma subunits stimulate phosphorylation of Shc adapter protein.

The mechanism of mitogen-activated protein (MAP) kinase activation by pertussis toxin-sensitive Gi-coupled receptors is known to involve the beta gamma subunits of heterotrimeric G proteins (G beta gamma), p21ras activation, and an as-yet-unidentified tyrosine kinase. To investigate the mechanism of G beta gamma-stimulated p21ras activation, G beta gamma-mediated tyrosine phosphorylation was examined by overexpressing G beta gamma or alpha 2-C10 adrenergic receptors (ARs) that couple to Gi in COS-7 cells. Immunoprecipitation of phosphotyrosine-containing proteins revealed a 2- to 3-fold increase in the phosphorylation of two proteins of approximately 50 kDa (designated as p52) in G beta gamma-transfected cells or in alpha 2-C10 AR-transfected cells stimulated with the agonist UK-14304. The latter response was pertussis toxin sensitive. These proteins (p52) were also specifically immunoprecipitated with anti-Shc antibodies and comigrated with two Shc proteins, 46 and 52 kDa. The G beta gamma- or alpha 2-C10 AR-stimulated p52 (Shc) phosphorylation was inhibited by coexpression of the carboxyl terminus of beta-adrenergic receptor kinase (a G beta gamma-binding pleckstrin homology domain peptide) or by the tyrosine kinase inhibitors genistein and herbimycin A, but not by a dominant negative mutant of p21ras. Worthmannin, a specific inhibitor of phosphatidylinositol 3-kinase (PI3K) inhibited phosphorylation of p52 (Shc), implying involvement of PI3K. These results suggest that G beta gamma-stimulated Shc phosphorylation represents an early step in the pathway leading to p21ras activation, similar to the mechanism utilized by growth factor tyrosine kinase receptors.

Estudo sistêmico da geração de conhecimento no IPEN

Com o escopo de fornecer subsídios para compreender como o processo de colaboração científica ocorre e se desenvolve em uma instituição de pesquisas, particularmente o IPEN, o trabalho utilizou duas abordagens metodológicas. A primeira utilizou a técnica de análise de redes sociais (ARS) para mapear as redes de colaboração científica em P&D do IPEN. Os dados utilizados na ARS foram extraídos da base de dados digitais de publicações técnico-científicas do IPEN, com o auxílio de um programa computacional, e basearam-se em coautoria compreendendo o período de 2001 a 2010. Esses dados foram agrupados em intervalos consecutivos de dois anos gerando cinco redes bienais. Essa primeira abordagem revelou várias características estruturais relacionadas às redes de colaboração, destacando-se os autores mais proeminentes, distribuição dos componentes, densidade, boundary spanners e aspectos relacionados à distância e agrupamento para definir um estado de redes mundo pequeno (small world). A segunda utilizou o método dos mínimos quadrados parciais, uma variante da técnica de modelagem por equações estruturais, para avaliar e testar um modelo conceitual, apoiado em fatores pessoais, sociais, culturais e circunstanciais, para identificar aqueles que melhor explicam a propensão de um autor do IPEN em estabelecer vínculos de colaboração em ambientes de P&D. A partir do modelo consolidado, avaliou-se o quanto ele explica a posição estrutural que um autor ocupa na rede com base em indicadores de ARS. Nesta segunda parte, os dados foram coletados por meio de uma pesquisa de levantamento com a utilização de um questionário. Os resultados mostraram que o modelo explica aproximadamente 41% da propensão de um autor do IPEN em colaborar com outros autores e em relação à posição estrutural de um autor na rede o poder de explicação variou entre 3% e 3,6%. Outros resultados mostraram que a colaboração entre autores do IPEN tem uma correlação positiva com intensidade moderada com a produtividade, da mesma forma que, os autores mais centrais na rede tendem a ampliar a sua visibilidade. Por fim, vários outros indicadores estatísticos bibliométricos referentes à rede de colaboração em P&D do IPEN foram determinados e revelados, como, a média de autores por publicação, média de publicações por autores do IPEN, total de publicações, total de autores e não autores do IPEN, entre outros. Com isso, esse trabalho fornece uma contribuição teórica e empírica aos estudos relacionados à colaboração científica e ao processo de transferência e preservação de conhecimento, assim como, vários subsídios que contribuem para o contexto de tomada de decisão em ambientes de P&D.