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1.
Biochim Biophys Acta ; 625(1): 64-71, 1980 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-7417502

RESUMO

Lysozyme extracted from the egg-white of tortoise, the first example of a reptilian lysozyme to have been purified, has been crystallized and its tertiary structure determined at low resolution by X-ray analysis. This structure is shown to be closely homologous to that of hen egg-white lysozyme. The crystals of tortoise egg-white lysozyme contain a large proportion of liquid and the X-ray map shows that this forms large channels through the crystals into which the active sites of the enzyme molecules open. This indicates that tortois lysozyme crystals may be suitable for low-temperature studies of true enzyme substrate complexes.


Assuntos
Muramidase/isolamento & purificação , Ovalbumina/análise , Óvulo/enzimologia , Animais , Feminino , Tartarugas , Difração de Raios X
2.
Biochim Biophys Acta ; 1159(2): 155-61, 1992 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-1390921

RESUMO

A complete understanding of the accelerating mechanisms of plasminogen activation and fibrinolysis necessarily requires structural information on the conformational forms of plasminogen. Given the absence of high-resolution structural data on plasminogen the use of lower resolution approaches has been adopted. Two such approaches have previously indicated a compact conformation of Glu-plasminogen (Tranqui, L., Prandini, M., and Chapel, A. (1979) Biol. Cellulaire, 34, 39-42; Bányai, L. and Patthy, L. (1985) Biochim. Biophys. Acta, 832, 224-227) whereas a third has suggested a fairly extended conformation (Mangel, W., Lin, B. and Ramakrishnan, V. (1990) Science, 248, 69-73). Native Glu-plasminogen has been investigated using small-angle X-ray scattering (SAXS) experiments. It is concluded that this molecule in solution is compact (radius of gyration, RG 3.05 +/- 0.02 nm and maximum intramolecular distance, Im 9.1 +/- 0.3 nm) and that the data are consistent with the right-handed spiral structure observed using electron microscopy by Tranqui et al. (1979). A spiral structure of native plasminogen would have important implications for the conformational response of plasminogen to fibrin and concomitant stimulation of plasminogen activation.


Assuntos
Plasminogênio/química , Simulação por Computador , Humanos , Modelos Moleculares , Conformação Proteica , Espalhamento de Radiação , Soluções
3.
J Mol Biol ; 199(4): 649-61, 1988 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-3351946

RESUMO

The crystal structure of manganese superoxide dismutase (MnSOD) from Bacillus stearothermophilus has been solved at 2.4 A resolution by a combination of multiple isomorphous replacement and molecular replacement (1 A = 0.1 nm). The structure has been refined to a conventional R-factor for all 16,560 unique reflections at 2.4 A of 0.26, and the 2Fo-Fc density maps show features more consistent with the known amino acid sequence of MnSOD from B. stearothermophilus than with the starting model, the MnSOD from Thermus thermophilus. The molecule is a dimer of identical subunits, each with 203 amino acid residues. The polypeptide chain of the monomer is organized into two domains, one of which has an "all-alpha" structure and the other an "alpha/beta" structure, with the manganese ion bound between them. The ion is co-ordinated by three histidine residues, 26, 81 and 167, and one aspartic acid residue, 173, in a tetrahedral arrangement strongly distorted towards trigonal pyramidal. We anticipate that Tyr34, whose hydroxyl group is only 5 A from the metal, is involved in the catalytic reaction. The active site is particularly rich in aromatic amino acid residues. As in the Cu/ZnSOD there are indications that MnSOD provides electrostatic guidance to the substrate entering the active site.


Assuntos
Geobacillus stearothermophilus/enzimologia , Manganês , Superóxido Dismutase , Sequência de Aminoácidos , Sítios de Ligação , Substâncias Macromoleculares , Dados de Sequência Molecular , Conformação Proteica , Difração de Raios X
4.
J Mol Biol ; 175(2): 219-23, 1984 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-6726811

RESUMO

Crystals of horse muscle 3-phosphoglycerate kinase have been grown in the presence of a wide variety of substrates using either potassium tartrate or polyethylene glycol as a precipitant. In those grown from polyethylene glycol, two related crystal forms have been obtained by varying the nature of the substrates present in the crystallization medium. In order to obtain one of these forms, form B, the presence of the substrate 3-phosphoglycerate appears to be essential. The two crystal forms are not interconvertible by simple diffusion experiments and the crystals grown in the absence of 3-phosphoglycerate are destroyed by its addition. The properties of crystal form B would be consistent with it representing a "hinge closed" form for this enzyme.


Assuntos
Músculos/enzimologia , Fosfoglicerato Quinase/metabolismo , Trifosfato de Adenosina , Animais , Sítios de Ligação , Cristalografia , Ácidos Glicéricos/metabolismo , Cavalos , Magnésio , Difração de Raios X
5.
J Mol Biol ; 228(1): 302-5, 1992 Nov 05.
Artigo em Inglês | MEDLINE | ID: mdl-1447790

RESUMO

Single crystals of methanol dehydrogenase (MDH) from Methylobacterium extorquens AM1 have been grown by the vapour diffusion method. These crystals diffract to beyond 2 A resolution and are suitable for X-ray crystallography. They belong to the orthorhombic space group P2(1)2(1)2(1) and have the following unit cell parameters: a = 66.79 A, b = 108.9 A, c = 188.9 A. One asymmetric unit contains an alpha 2 beta 2 tetramer of MDH and the location of the non-crystallographic 2-fold symmetry axis of this tetramer is defined by the paired positions of the binding sites of heavy atoms in four MDH-derivatives.


Assuntos
Oxirredutases do Álcool/química , Bactérias Aeróbias Gram-Negativas/enzimologia , Cristalização , Difração de Raios X
6.
J Mol Biol ; 167(3): 693-723, 1983 Jul 05.
Artigo em Inglês | MEDLINE | ID: mdl-6876162

RESUMO

The structure of the water in crystals of human and tortoise egg-white lysozyme, which contain about 350 and about 650 water molecules per protein molecule, respectively, has been studied by X-ray refinement at high resolution. In the crystals, 60 to 80% of the total water is represented by featureless electron density filling the crystal interstices, which can be modelled to a first approximation by a single-valued, smoothed electron density continuum. The number of ordered water molecules detected is 140 for human and 128 for tortoise. These ordered water molecules are either hydrogen-bonded to protein polar groups, or hydrogen-bonded to other bound water molecules, to form a single layer around the protein molecules. Estimates of the proportion of the protein surface covered by ordered water molecules have been obtained by contact area calculations, giving a lower limit of approximately 45%, an upper limit of approximately 85% and a "best" estimate of approximately 75%. Examination of the structure of the ordered water layer shows that it is probably not any other single regular structure, and suggests that there is a local ordering controlled by the nature of the protein surface. Nearly all exposed protein polar atoms interact with ordered water molecules with, on average, protein oxygen atoms interacting with twice as many water molecules as protein nitrogen atoms. Analysis of the relation of the B-factors of the bound water molecules to the B-factors of the protein atoms to which they are bound, suggests that the 33 to 35 water molecules that make multiple hydrogen bonds with the lysozyme molecules are strongly bound, and that the 95 to 105 waters that make single hydrogen bonds to the protein or other bound water molecules are more weakly bound. Comparison of the location of the bound water molecules in the two lysozymes shows that most of the multiply bound water molecules occupy similar binding sites, suggesting that crystal packing or the presence of salt ions does not have a dominating influence on the protein-water interaction, which therefore may correspond to that in solution.


Assuntos
Muramidase , Água , Animais , Sítios de Ligação , Humanos , Ligação de Hidrogênio , Conformação Proteica , Tartarugas , Difração de Raios X
7.
J Mol Biol ; 218(1): 21-2, 1991 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-2002505

RESUMO

Single crystals of the glycosylated inhibitor of cathepsin D and trypsin isolated from potato tubers were obtained using the hanging drop vapor diffusion method and ammonium nitrate as precipitant. The crystals exhibit strong F222 pseudo symmetry but belong to the orthorhombic space group C222 or C222(1), with cell parameters a = 73.8 A, b = 119.9 A and c = 133.2 A with two molecules per asymmetric unit. The crystals diffract to a resolution of 2.4 A.


Assuntos
Catepsina D/antagonistas & inibidores , Proteínas de Plantas , Proteínas/química , Solanum tuberosum , Cristalização , Liofilização , Conformação Proteica , Proteínas/isolamento & purificação , Difração de Raios X
8.
J Mol Biol ; 273(3): 729-39, 1997 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-9356260

RESUMO

Tissue deposition of normally soluble proteins as insoluble amyloid fibrils is associated with serious diseases including the systemic amyloidoses, maturity onset diabetes, Alzheimer's disease and transmissible spongiform encephalopathy. Although the precursor proteins in different diseases do not share sequence homology or related native structure, the morphology and properties of all amyloid fibrils are remarkably similar. Using intense synchrotron sources we observed that six different ex vivo amyloid fibrils and two synthetic fibril preparations all gave similar high-resolution X-ray fibre diffraction patterns, consistent with a helical array of beta-sheets parallel to the fibre long axis, with the strands perpendicular to this axis. This confirms that amyloid fibrils comprise a structural superfamily and share a common protofilament substructure, irrespective of the nature of their precursor proteins.


Assuntos
Amiloide/química , Humanos , Modelos Moleculares , Conformação Proteica , Difração de Raios X
9.
J Mol Biol ; 254(2): 113-8, 1995 Nov 24.
Artigo em Inglês | MEDLINE | ID: mdl-7490736

RESUMO

Familial amyloidotic polyneuropathies are autosomal-dominant, inherited disorders that are characterised by the aggregation of variant proteins in a fibrillar form and by the extracellular deposition of amyloid fibrils. In familial amyloidotic polyneuropathy type I the protein constituent is a variant transthyretin molecule that has a Val to Met substitution at residue 30. Patients with this form of the disease present with sensory and motor disturbances, widespread autonomic dysfunction and in some cases, vitreous opacities. We have used amyloid material from the vitreous humours of patients homozygous for this mutation and analysed the structure of the fibrils by thin section electron microscopy and image reconstruction. Cross-sectional images of 200 different fibrils were collected and aligned, manually at first and then with an automated process that uses iterative cross-correlation. The averaged cross-section calculated produced a detailed view of the fibril substructure. The diameter of the fibrils is about 130 A. In cross-section they exhibit 4-fold symmetry with four proto-filaments, each measuring 40 to 50 A across, arranged around a central hollow core.


Assuntos
Neuropatias Amiloides/metabolismo , Amiloide/ultraestrutura , Pré-Albumina/ultraestrutura , Corpo Vítreo/química , Amiloide/genética , Neuropatias Amiloides/genética , Humanos , Processamento de Imagem Assistida por Computador , Microscopia Eletrônica , Mutação Puntual/genética , Pré-Albumina/química , Difração de Raios X
10.
FEBS Lett ; 229(2): 377-82, 1988 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-3345848

RESUMO

The iron- and manganese-containing superoxide dismutases have very similar three-dimensional structures but can be distinguished by various biochemical means. The primary structures of six manganese-containing and three iron-containing superoxide dismutases are known. Analysis of the aligned amino acid sequences of these enzymes taken together with structural data from X-ray diffraction studies demonstrates that the two classes of enzyme can be distinguished on the basis of a small number of single-site substitutions that are positioned in and close to the active site of the enzyme.


Assuntos
Isoenzimas , Superóxido Dismutase , Sequência de Aminoácidos , Animais , Bactérias/enzimologia , Humanos , Ferro , Manganês , Camundongos , Dados de Sequência Molecular , Conformação Proteica , Especificidade da Espécie
11.
FEBS Lett ; 224(1): 97-103, 1987 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-3678496

RESUMO

The three-dimensional structure of prothrombin fragment 1 has been determined by X-ray crystallography at 3.8 A resolution. The fragment is composed of a number of structural units, some of which are ordered while others are disordered. The ordered part of the structure includes a compact kringle unit, a helical domain and a carbohydrate chain. The kringle structure is organized around a close pair of buried disulfide bridges. One of its carbohydrate chains, that attached to Asn 101, is fully ordered, but the carbohydrate chain attached to Asn 77 appears to be disordered. The calcium binding unit is composed of a disordered part containing all ten gamma-carboxyglutamic acid residues and an ordered part forming the helical domain. The highly conserved residues Phe 41, Trp 42 and Tyr 45, which form a hydrophobic cluster on the first helix, interact around a crystallographic two-fold axis with the equivalent residues in another molecule to form a dimer in the crystal.


Assuntos
Fragmentos de Peptídeos , Precursores de Proteínas , Protrombina , Sequência de Aminoácidos , Configuração de Carboidratos , Modelos Moleculares , Dados de Sequência Molecular , Conformação Proteica , Difração de Raios X
12.
J Med Chem ; 29(5): 641-8, 1986 May.
Artigo em Inglês | MEDLINE | ID: mdl-3009810

RESUMO

Prealbumin is a major thyroxine binding protein in blood that has been well studied crystallographically and has also been proposed as a model for the thyroxine nuclear receptor in tissue. The high-affinity T4 binding site in prealbumin gave a linear plot on Scatchard analysis. The interactions of selected polychlorinated biphenyls (PCBs) with prealbumin have been studied with use of computer graphics and predictions made regarding relative binding affinities for such structures. These modeling predictions were tested by using competitive binding experiments involving selected PCBs and hydroxylated derivatives as soluble structural probes. The results are in excellent agreement with the modeling predictions and demonstrated that these compounds can be highly effective (3-8 times better than thyroxine itself) competitive binding ligands for thyroxine specific binding sites in prealbumin. Laterally (3,3',5,5'-) substituted PCBs show the highest binding activity and further substitution on nonlateral (2,2',6,6'-) positions lowers binding activity. Lateral chlorine substitution was common to all PCBs studied that showed high binding affinities. The binding model may also suggest a preference for a linear and symmetrical molecular shape. These structural requirements for binding are substantially consistent with the structure-toxicity relationship for closely related compounds of environmental interest. These specific binding interactions are likely to modulate the distribution of certain PCBs and related compounds and alter hormone-protein interactions that are responsible for the maintenance of normal thyroid status. Since prealbumin is also a model for the putative thyroxine nuclear receptor in tissue, our hypothesis that high toxicity of certain halogenated aromatic hydrocarbons is at least in part due to their thyromimetic properties is further supported.


Assuntos
Halogênios/metabolismo , Bifenilos Policlorados/metabolismo , Proteínas de Ligação a Tiroxina/metabolismo , Sítios de Ligação , Ligação Competitiva , Humanos , Hidroxilação , Cinética , Modelos Moleculares , Dibenzodioxinas Policloradas/metabolismo , Pré-Albumina/metabolismo , Receptores de Superfície Celular/metabolismo , Receptores dos Hormônios Tireóideos , Relação Estrutura-Atividade
13.
J Med Chem ; 28(3): 375-81, 1985 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-3919186

RESUMO

The interactions of 2,3,7,8-tetrachlorodibenzo-p-dioxin and related compounds with prealbumin, a model for the nuclear thyroid hormone receptor, have been studied with use of computer graphics and predictions made regarding relative binding affinities for such structures. These modeling predictions were tested by experimentally measuring the binding affinities of dioxin and furan analogues. The results were in general agreement with the modeling predictions and demonstrated that such compounds could be effective competitive binding ligands for thyroxine-specific binding sites in prealbumin. The computer modeling work also demonstrates the importance of lateral chlorine substitution in the binding of these toxic compounds. The prealbumin interaction model should be of use in investigating the structure-toxicity relationships of these classes of toxic compounds. Thus, if prealbumin is a model for the nuclear thyroid hormone receptor, this work would also have major implications bearing on the mechanism of dioxin toxicity and the potential of these compounds to function as potent and persistent thyroxine agonists. A new cooperative receptor mechanism for dioxin toxic action is proposed.


Assuntos
Benzofuranos , Dioxinas , Dibenzodioxinas Policloradas , Pré-Albumina , Proteínas de Ligação a Tiroxina , Sítios de Ligação , Modelos Moleculares , Dibenzodioxinas Policloradas/toxicidade , Ligação Proteica , Solubilidade , Relação Estrutura-Atividade
14.
J Med Chem ; 25(7): 785-90, 1982 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-7108895

RESUMO

Computer graphics modeling of the thyroxine-prealbumin complex provides a detailed picture of the interactions between thyroxine and prealbumin. A wide variety of thyroid hormone analogue-prealbumin complexes were modeled by calculating the molecular surfaces of the analogues and the prealbumin hormone-binding site. Analogues with high binding affinity were observed to fill more of the hormone-binding site than low-affinity analogues. These surface models described many aspects of the hormone-protein interaction which were not obvious using simple wire models and led us to develop a model which accounts for thyroid hormone-prealbumin structure-activity relationships and ultimately to predict and measure the relative binding affinities of four previously untested thyroid hormone analogues to prealbumin.


Assuntos
Pré-Albumina/metabolismo , Albumina Sérica/metabolismo , Hormônios Tireóideos/sangue , Fenômenos Químicos , Química Farmacêutica , Físico-Química , Computadores , Humanos , Modelos Moleculares , Ligação Proteica , Relação Estrutura-Atividade , Difração de Raios X
15.
EXS ; 71: 251-60, 1994.
Artigo em Inglês | MEDLINE | ID: mdl-8032156

RESUMO

The three-dimensional structure of the PQQ-dependent quinoprotein, methanol dehydrogenase from Methylobacterium extorquens AM1, has been determined at 3A resolution. The a2b2 tetrameric enzyme has a large a-chain of almost spherical form with a chain fold in which eight 4-stranded antiparallel b-sheets segments are arranged radially around a pseudo 8-fold molecular symmetry axis. The much smaller b-chain is surprisingly not globular, but has an extended conformation running across the surface of the alpha-subunit. The PQQ prosthetic group is buried within the large a-subunit located on the pseudo 8-fold molecular symmetry axis. It is surrounded by protein side-chains but not covalently bound. Associated with the PQQ are two unexpected features: a vicinal disulphide bridge formed between Cys103 and Cys104, and a calcium ion bound between the protein and the PQQ. Vicinal disulphide bridges forming highly distorted structures containing a cis peptide bond, have been proposed to be present in one or two enzymes but have not previously been available for detailed structural investigation. Activity studies have indicated that the ability of the enzyme to transfer electrons derived from the reduction of the alcohols to the specific cytochrome CL receptor is lost when the vicinal disulphide bridge is reduced. The roles of the calcium ions and the b-chain in the enzyme's activity remain to be determined.


Assuntos
Oxirredutases do Álcool/química , Bactérias Aeróbias Gram-Negativas/enzimologia , Estrutura Secundária de Proteína , Quinolonas/metabolismo , Oxirredutases do Álcool/metabolismo , Sequência de Aminoácidos , Sítios de Ligação , Substâncias Macromoleculares , Modelos Moleculares , Cofator PQQ , Dobramento de Proteína , Difração de Raios X/métodos
16.
Med Phys ; 27(12): 2788-95, 2000 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-11190962

RESUMO

This paper is a step in investigating whether three-dimensional (3D) ultrasound can be used intraoperatively to replace Computed Tomography (CT) for localization of brachytherapy seeds. In order to quantify the accuracy and variability of seed localization without introducing effects due to tissues, we first report our results with test phantoms. An inter- and intra-observer study was performed to assess the variability of 2 3D ultrasound scan acquisition methods: Tilt 3D scanning and pull-back 3D scanning. Seven observers measured the positions of gold seed markers in an agar phantom twice in each of the three orthogonal image planes. An analysis of variance (ANOVA) was performed to determine the intra- and inter-observer standard errors of measurement (SEM) and the minimum detectable changes in marker position (deltap). Average intra- and inter-observer SEMs for the tilt scan 3D image were 0.36 and 0.40 mm, respectively. Measurements of the pull-back scan 3D image yielded average intra- and inter-observer SEM of 0.46 and 0.49 mm, respectively. A paired difference analysis showed that the lower SEM for the tilt 3D scan image were statistically significant at a significance level of alpha= 0.05. The accuracy of the US measurements was tested by determining marker coordinates from CT images of the phantom in a stereotactic head frame. CT coordinates were matched to the ultrasound (US) coordinates by means of an affine transform. Average matching errors in x, y, and z were 0.02, 0.10, and -0.02 mm, respectively.


Assuntos
Braquiterapia/instrumentação , Braquiterapia/métodos , Neoplasias da Próstata/radioterapia , Ultrassom , Ágar , Análise de Variância , Ouro , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Modelos Estatísticos , Variações Dependentes do Observador , Imagens de Fantasmas , Radiometria , Reto/diagnóstico por imagem , Reprodutibilidade dos Testes , Tomografia Computadorizada por Raios X
17.
Med Phys ; 27(8): 1971-9, 2000 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-10984243

RESUMO

An algorithm was developed in order to reduce operator dependence in ultrasound-guided breast biopsy, by automatically locating the needle in the ultrasound image, and displaying its location on the image for the user. Ultrasound images of a typical breast biopsy needle inserted in a tissue-mimicking agar were obtained to test the algorithm. The resulting images were examined by a group of observers who recorded the values of the angle, intercept and tip coordinates of the needle in the image, and inter- and intra-observer variability studies were performed on the results. The results of the algorithm segmentation were compared to the values recorded by the observers, and physical measurements recorded at the time the images were acquired. The algorithm segmentation was precise enough to successfully (when considering angle and tip segmentation) target 90% of tumors of 4.5 mm in diameter situated at the center of the image.


Assuntos
Biópsia por Agulha/instrumentação , Biópsia por Agulha/métodos , Neoplasias da Mama/diagnóstico por imagem , Ultrassonografia/instrumentação , Ultrassonografia/métodos , Algoritmos , Mama/cirurgia , Neoplasias da Mama/patologia , Feminino , Humanos , Modelos Estatísticos , Sensibilidade e Especificidade
18.
Biosystems ; 20(2): 181-206, 1987.
Artigo em Inglês | MEDLINE | ID: mdl-3038209

RESUMO

The discovery of the eukaryotic gene structure has prompted research into the potential relationship between protein structure and function and the corresponding exon/intron patterns. The exon shuffling hypothesis put forward by Gilbert and Blake suggests the encodement of structural and functional protein elements by exons which can recombine to create novel proteins. This provides an explanation for the relatively rapid evolution of proteins from a few primordial molecules. As the number of gene and protein structures increases, evidence of exon shuffling is becoming more apparent and examples are presented both from modern multi-domain proteins and ancient proteins. Recent work into the chemical properties and catalytic functions of RNA have led to hypotheses based upon the early existence of RNA. These theories suggest that the split gene structure originated in the primordial soup as a result of random RNA synthesis. Stable regions of RNA, or exons, were utilised as primitive enzymes. In response to selective pressures for information storage, the activity was directly transferred from the RNA enzymes or ribozymes, to proteins. These short polypeptides fused together to create larger proteins with a wide range of functions. Recent research into RNA processing and exon size, discussed in this review, provides a clearer insight into the evolutionary development of the gene and protein structure.


Assuntos
Evolução Biológica , Éxons , Genes , Modelos Genéticos , Proteínas/genética , Elementos de DNA Transponíveis , Amplificação de Genes , Íntrons
19.
Arch Latinoam Nutr ; 36(2): 247-59, 1986 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-3632204

RESUMO

A long-term energy supplementation program was carried out to determine its effect on the productivity of agricultural workers in Guatemala. The program provided, free of charge, a low-energy (24 Kcal) and a high-energy (350 Kcal) bottled, orange-flavored soft drink to two groups of long-term resident sugar-cane cutters who worked on the same plantation, located in the Pacific Coast. Previous to, and periodically thereafter during implementation of the program, data relative to energy intake and anthropometry were collected. Through data obtained from payroll lists, a longitudinal series of average productivity (tons of sugar cane cut and loaded per day) covering 48 weeks of pre-supplementation, 90 weeks of supplementation and 21 weeks post-supplementation, was constructed. Control of the supplement consumption was daily observed. Random assignment of workers to the high-energy supplement (HES) and the low-energy (LES) groups, was not possible. Prior to supplementation both groups presented the same characteristics in terms of age, energy intake level, weight, height, tricipital adiposity and daily productivity. Little variation was found throughout the time the supplement was consumed by the HES Group. Energy intake of workers increased significantly in absolute terms in relation to the LES Group, except towards the end of the 28 months' supplementation period. Energy balance was maintained by workers throughout the study period. A time series of the difference in mean productivity of the two supplement groups (Yt) was modeled using the ARIMA techniques. No auto-regressive term was present in the Yt series. The ARIMA (0,0,1) model was fitted and expanded with different intervention components. None of the estimated parameters of the intervention components were statistically significant. It was therefore concluded that no abrupt, or gradual and sustained energy supplementation effect on productivity was present.


Assuntos
Agricultura , Eficiência , Ingestão de Energia , Adolescente , Adulto , Idoso , Antropometria , Bebidas , Citrus , Alimentos Fortificados , Guatemala , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Processos Estocásticos
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