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1.
Langmuir ; 38(1): 86-91, 2022 01 11.
Artículo en Inglés | MEDLINE | ID: mdl-34918934

RESUMEN

Phycocyanin molecules, which are part of light-harvesting complexes in cyanobacteria, can be assembled into mesoscale multilayer nanofilms by the Langmuir-Blodgett technique. Results obtained by quartz crystal microbalance and atomic force microscopy confirm the homogeneity and reproducibility of phycocyanin Langmuir-Blodgett multilayer deposition. We show by cryo-electron microdiffraction that amorphous phycocyanin Langmuir-Blodgett multilayers form, after annealing at 150 °C and cooling to room temperature, a layered nanofibrillar lattice with rotational disorder. Scanning X-ray nanodiffraction suggests that structural transformation is not homogeneous through the film but limited to patches of up to about 10 µm diameter.


Asunto(s)
Ficocianina , Tecnicas de Microbalanza del Cristal de Cuarzo , Microscopía de Fuerza Atómica , Transición de Fase , Reproducibilidad de los Resultados
2.
Crit Rev Eukaryot Gene Expr ; 24(4): 325-39, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25403962

RESUMEN

Crystallization is a highly demanding and time-consuming task that causes a real bottle-neck in basic research. Great effort has been made to understand the factors and parameters that influence this process and to finely tune them to facilitate crystal growth. Different crystallization techniques have been proposed over the past decades, such as the classical vapor hanging drop method, its variant the sitting drop method, dialysis, cryo-temperature, gel, batch, and the innovative microgravity (space) techniques like free interface diffusion (FID) and counter-ion diffusion (CID). Here, we present a review of the strategies utilizing Langmuir-Blodgett (LB)-based nanotechnologies, and microgravity techniques for obtaining optimal high-quality crystals, as proven by molecular dynamics (MD) and bioinformatics approaches, namely using a clustering algorithm and protein alignment.


Asunto(s)
Nanotecnología/normas , Proteínas/química , Ingravidez , Análisis por Conglomerados , Biología Computacional , Cristalización
3.
Crit Rev Eukaryot Gene Expr ; 24(4): 311-24, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25403961

RESUMEN

A full-atom structure of a protein provides an important piece of information for molecular biologists, but has to be complemented by further knowledge concerning its conformational mobility and functional properties. Some scholars have proposed to integrate proteomics-derived data (mainly obtained with techniques like X-ray and NMR crystallography) with protein bioinformatics and computational approaches, above all molecular dynamics (MD), in order to gain better elucidations about proteins. MD simulations have been applied to different areas of protein sciences, but so far few efforts have been made to couple MD with an understanding of the different crystallization techniques that have been proposed during the decades, like classical vapor diffusion hanging drop and its variants (such as sitting drop), in space- and LB (Langmuir-Blodgett)-based crystallization procedures. Using MD, we show here that the optimal protein crystallization techniques prove to be significantly those based on the LB nanotemplate and on space when compared to the classical vapour diffusion hanging drop and its variants.


Asunto(s)
Cristalización/normas , Simulación de Dinámica Molecular , Proteínas/química , Conformación Proteica , Estabilidad Proteica , Temperatura
4.
J Proteome Res ; 12(12): 5535-47, 2013 Dec 06.
Artículo en Inglés | MEDLINE | ID: mdl-24106799

RESUMEN

Conductometric monitoring of protein-protein and protein-sterol interactions is here proved feasible by coupling quartz crystal microbalance with dissipation monitoring (QCM_D) to nucleic acid programmable protein arrays (NAPPA). The conductance curves measured in NAPPA microarrays printed on quartz surface allowed the identification of binding events between the immobilized proteins and the query. NAPPA allows the immobilization on the quartz surface of a wide range of proteins and can be easily adapted to generate innumerous types of biosensors. Indeed multiple proteins on the same quartz crystal have been tested and envisaged proving the possibility of analyzing the same array for several distinct interactions. Two examples of NAPPA-based conductometer applications with clinical relevance are presented herein, the interaction between the transcription factors Jun and ATF2 and the interaction between Cytochrome P540scc and cholesterol.


Asunto(s)
Factor de Transcripción Activador 2/química , Técnicas Biosensibles , Enzima de Desdoblamiento de la Cadena Lateral del Colesterol/química , Proteínas Proto-Oncogénicas c-jun/química , Factor de Transcripción Activador 2/genética , Factor de Transcripción Activador 2/metabolismo , Anticuerpos/química , Anticuerpos/metabolismo , Colesterol/química , Colesterol/metabolismo , Enzima de Desdoblamiento de la Cadena Lateral del Colesterol/genética , Enzima de Desdoblamiento de la Cadena Lateral del Colesterol/metabolismo , Conductometría , Escherichia coli/genética , Escherichia coli/metabolismo , Humanos , Proteínas Inmovilizadas/química , Proteínas Inmovilizadas/genética , Proteínas Inmovilizadas/metabolismo , Análisis por Matrices de Proteínas , Unión Proteica , Mapeo de Interacción de Proteínas , Proteínas Proto-Oncogénicas c-jun/genética , Proteínas Proto-Oncogénicas c-jun/metabolismo , Tecnicas de Microbalanza del Cristal de Cuarzo , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Propiedades de Superficie
5.
J Cell Biochem ; 114(3): 599-605, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22991171

RESUMEN

We obtained structural and functional characterization of a recombinant Laccase from Rigidoporus lignosus (formerly Rigidoporus microporus), a white-rot basidiomycete, by means of circular dichroism (CD) spectra, cyclic voltammetry (CV) and biochemical assays. Here we report the optimization of expression and purification procedures of a recombinant Laccase expressed in supercompetent Escherichia coli cells. We amplified the coding sequence of Laccase using PCR from cDNA and cloned into a bacterial expression system. The resulting expression plasmid, pET-28b, was under a strong T7/Lac promoter induced by IPTG (isopropyl-ß-d-thiogalactoipyranoside). We obtained purification by fast protein liquid chromatography (FPLC) method. We recorded the variation of the current of a solution containing purified Laccase with increasing Syringaldazine (SGZ) concentration using a potentiometer as proof of principle, showing its compatibility with the development of a new enzymatic biosensor for medical purposes, as described in Part II.


Asunto(s)
Clonación Molecular , Coriolaceae/enzimología , Lacasa , Secuencia de Aminoácidos , Cromatografía Liquida , Dicroismo Circular , Coriolaceae/genética , Pruebas de Enzimas , Escherichia coli/enzimología , Escherichia coli/genética , Amplificación de Genes , Hidrazonas/química , Isopropil Tiogalactósido/genética , Operón Lac , Lacasa/química , Lacasa/genética , Lacasa/metabolismo , Datos de Secuencia Molecular , Plásmidos/genética , Regiones Promotoras Genéticas , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo
6.
Biomedicines ; 11(7)2023 Jul 07.
Artículo en Inglés | MEDLINE | ID: mdl-37509565

RESUMEN

The possibility of improving dental restorative materials is investigated through the addition of two different types of fillers to a polymeric resin. These fillers, consisting of porous alumina and TiO2 nanotubes, are compared based on their common physicochemical properties on the nanometric scale. The aim was to characterize and compare the surface morphological properties of composite resins with different types of fillers using analytical techniques. Moreover, ways to optimize the mechanical, surface, and aesthetic properties of reinforced polymer composites are discussed for applications in dental treatments. Filler-reinforced polymer composites are the most widely used materials in curing dental pathologies, although it remains necessary to optimize properties such as mechanical resistance, surface characteristics, and biocompatibility. Anodized porous alumina nanoparticles prepared by electrochemical anodization offer a route to improve mechanical properties and biocompatibility as well as to allow for the controlled release of bioactive molecules that can promote tissue integration and regeneration. The inclusion of TiO2 nanotubes prepared by hydrothermal treatment in the resin matrix promotes the improvement of mechanical and physical properties such as strength, stiffness, and hardness, as well as aesthetic properties such as color stability and translucency. The surface morphological properties of composite resins with anodized porous alumina and TiO2 nanotube fillers were characterized by Atomic Force Microscopy (AFM), Scanning Electron Microscopy (SEM), and X-ray chemical analysis. In addition, the stress-strain behavior of the two composite resins is examined in comparison with enamel and dentin.

7.
Biomedicines ; 11(6)2023 May 31.
Artículo en Inglés | MEDLINE | ID: mdl-37371697

RESUMEN

Cartilage injury defects in animals and humans result in the development of osteoarthritis and the progression of joint deterioration. Cell isolation from equine hyaline cartilage and evaluation of their ability to repair equine joint cartilage injuries establish a new experimental protocol for an alternative approach to osteochondral lesions treatment. Chondrocytes (CCs), isolated from the autologous cartilage of the trachea, grown in the laboratory, and subsequently arthroscopically implanted into the lesion site, were used to regenerate a chondral lesion of the carpal joint of a horse. Biopsies of the treated cartilage taken after 8 and 13 months of implantation for histological and immunohistochemical evaluation of the tissue demonstrate that the tissue was still immature 8 months after implantation, while at 13 months it was organized almost similarly to the original hyaline cartilage. Finally, a tissue perfectly comparable to native articular cartilage was detected 24 months after implantation. Histological investigations demonstrate the progressive maturation of the hyaline cartilage at the site of the lesion. The hyaline type of tracheal cartilage, used as a source of CCs, allows for the repair of joint cartilage injuries through the neosynthesis of hyaline cartilage that presents characteristics identical to the articular cartilage of the original tissue.

8.
Biomedicines ; 11(12)2023 Dec 14.
Artículo en Inglés | MEDLINE | ID: mdl-38137527

RESUMEN

Subchondral bone cysts in horses represent one of the main causes of lameness that can occur in different anatomical locations. The study describes the treatment in regenerative therapy of the intracystic implantation of adipose tissue mesenchymal stromal cells (AMSCs) included in platelet-rich plasma (PRP). The ability of AMSCs to differentiate in osteogenic cells was tested in vitro and in vivo. Given the aim to investigate the application of AMSCs in bone defects and orthopedic pathologies in horses, a four-year-old male thoroughbred racing horse that had never raced before was treated for lameness of the left hind leg caused by a cyst of the medial femoral condyle. The horse underwent a new surgery performed with an arthroscopic approach in which the cystic cavity was filled with AMSCs contained in the PRP. Radiographs were taken 3, 5, and 10 months after the surgery to assess the development of newly regenerated bone tissue in the gap left by the cyst. Twelve months after the operation and after six months of regular daily training, the horse did not show any symptoms of lameness and started a racing career. According to the study, the use of AMSCs and PRP suggests promising benefits for treating subchondral bone cysts.

9.
J Struct Biol ; 180(1): 57-64, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-22706161

RESUMEN

Langmuir-Blodgett films when used as nanotemplates for crystallization often leads to marked changes in protein stability and structure. Earlier we found that stability of proteins is also correlated with aqueous surroundings in the crystals. Here we study the direct relationships between presence of LB nanotemplates and unique patterns of water molecules surrounding the protein, for four model proteins for which 3D structures are available, and where crystallization conditions for each protein are the same except the presence of LB nanotemplate. Shape of frequency distribution of volumes occupied by water molecules were analyzed. They were found to be different between "classical" samples of different proteins, but surprisingly quite similar for LB samples. Volumes occupied by each water molecule as the function of the distance of the given molecule from the protein surface were studied. Introduction of LB film leads to appearance of water molecules close to protein surface but occupying large volumes. These findings confirm earlier experimental findings on the role of water molecules in determining protein stability and thereby pointing to water as a possible candidate for differences apparent in LB crystal stability against radiation.


Asunto(s)
Nanoestructuras/química , Solventes/química , Agua/química , Cristalización , Cristalografía por Rayos X , Endopeptidasa K/química , Proteínas de Plantas/química , Estabilidad Proteica , Ribonucleasa Pancreática/química , Termolisina/química
10.
J Cell Biochem ; 113(7): 2543-8, 2012 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-22415930

RESUMEN

X-ray atomic structure of recombinant Hell's gate globin I (HGbI) from Methylacidophilum infernorum was calculated from the X-ray diffraction data of two different types of crystals: obtained by classical hanging drop and by LB nanotemplate method under the same crystallization conditions. After the accurate comparison of crystallographic parameters and electron density maps of two structures they appears to be quite similar, while the quality of the crystals grown by LB nanotemplate method was higher then of those grown by classical method. Indeed, the resolution of the LB crystal structure was 1.65 Å, while classical crystals showed only 3.2 Å resolution. Moreover, the reproducibility of this result in the case of LB crystals was much better-nine crystals from 10 gave the same structural results, while only two of 10 classical crystals were appropriate for the X-ray structure resolution.


Asunto(s)
Proteínas Bacterianas/química , Proteínas Bacterianas/metabolismo , Globinas/química , Verrucomicrobia/química , Cristalización , Cristalografía por Rayos X , Globinas/metabolismo , Hemoglobinas , Oxígeno/metabolismo , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo , Verrucomicrobia/metabolismo
11.
Crit Rev Eukaryot Gene Expr ; 22(3): 219-32, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-23140163

RESUMEN

A state-of-the-art review of the role of the Langmuir-Blodgett nanotemplate on protein crystal structures is here presented. Crystals grown by nanostructured template appear more radiation resistant than the classical ones, even in the presence of a third-generation highly focused beam at the European Synchrotron Radiation Facility. The electron density maps and the changes in parameters such as total diffractive power, B-factor, and pairwise R-factor have been discussed. Protein crystals, grown by the Langmuir-Blodgett nanotemplate-based method, proved to be more radiation resistant compared to crystals grown by the classical hanging drop method in terms of both global and specific damage.


Asunto(s)
Cristalización/métodos , Nanoestructuras/química , Nanotecnología/métodos , Radiación , Adenosina Monofosfato/análogos & derivados , Adenosina Monofosfato/química , Adenosina Monofosfato/efectos de la radiación , Relación Dosis-Respuesta en la Radiación , Modelos Moleculares , Proteínas/química , Proteínas/efectos de la radiación , Sincrotrones/instrumentación , Tetrahidrofolato Deshidrogenasa/química , Tetrahidrofolato Deshidrogenasa/efectos de la radiación
12.
Crit Rev Eukaryot Gene Expr ; 22(3): 197-203, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-23140161

RESUMEN

Langmuir-Blodgett (LB) technology was used to build a high-sensitivity enzyme-based biosensor for medical purposes. Recombinant fungal laccase from Rigidoporous lignosus, as previously described, was used to catalyze a widely used antidepressant in a micromolar range, namely, clomipramine. The topological properties of the laccase thin film were characterized via LB π-A isotherm and AFM (mean roughness 8.22 nm, compressibility coefficient 37.5 m/N). The sensitivity of the biosensor was investigated via UV spectroscopy, and linearity was found in the absorbance peak shift at 400 nm at drug concentration varying up to 20 uM. The enzyme kinetics was subsequently investigated with potentiometric and amperometric measurements, and we found electronic transfer of at least 1 electron, k(s) 0.57 s(-1), diffusion coefficient 3 × 10(-6) cm(2)/s, K(cat) 6825.92 min(-1), K(M) 4.1 uM, K(cat)/K(M) 2.8 × 10(7) mol(-1) s(-1), sensitivity of 440 nA/uM, maximum velocity 1706.48 nA/s, and response time less than 5 s. The amperometric and potentiometric measurements were repeated after a month, confirming the stability of the biosensor.


Asunto(s)
Técnicas Biosensibles/métodos , Lacasa/química , Clomipramina/sangre , Clomipramina/química , Electrodos , Humanos , Cinética , Lacasa/genética , Microscopía de Fuerza Atómica/métodos , Potenciometría/instrumentación , Proteínas Recombinantes/química
13.
Sensors (Basel) ; 12(12): 17112-27, 2012 Dec 12.
Artículo en Inglés | MEDLINE | ID: mdl-23235450

RESUMEN

This paper describes the optimal implementation of three newly conceived sensors for both health and environmental applications, utilizing a wide range of detection methods and complex nanocomposites. The first one is inorganic and based on matrices of calcium oxide, the second is based on protein arrays and a third one is based on Langmuir-Blodgett laccase multi-layers. Special attention was paid to detecting substances significant to the environment (such as carbon dioxide) and medicine (drug administration, cancer diagnosis and prognosis) by means of amperometric, quartz crystal microbalance with frequency (QCM_F) and quartz crystal microbalance with dissipation monitoring (QCM_D) technologies. The resulting three implemented nanosensors are described here along with proofs of principle and their corresponding applications.


Asunto(s)
Técnicas Biosensibles , Dióxido de Carbono/aislamiento & purificación , Nanocompuestos/química , Nanotecnología , Compuestos de Calcio/química , Monitoreo del Ambiente , Humanos , Lacasa/química , Óxidos/química , Tecnicas de Microbalanza del Cristal de Cuarzo
14.
J Synchrotron Radiat ; 18(Pt 2): 287-92, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21335918

RESUMEN

Ultrasmall lysozyme microcrystals are grown by classical hanging-drop vapor diffusion and by its modification using a homologous protein thin-film template displaying long-range order. The nucleation and growth mechanisms of lysozyme microcrystals are studied at the thin lysozyme film surface using a new in situ µGISAXS (microbeam grazing-incidence small-angle X-ray scattering) technique recently developed at the microfocus beamline of the ESRF in Grenoble, France. New insight on the nucleation and crystallization processes appear to emerge.


Asunto(s)
Cristalización/métodos , Cristalografía por Rayos X/métodos , Nanotecnología/métodos , Proteínas/química , Dispersión del Ángulo Pequeño , Muramidasa/química , Sincrotrones
15.
Biophys J ; 99(4): 1256-61, 2010 Aug 09.
Artículo en Inglés | MEDLINE | ID: mdl-20713010

RESUMEN

In this study, we used microbeam grazing-incidence small-angle x-ray scattering (muGISAXS) to investigate in situ protein nucleation and crystal growth assisted by a protein nanotemplate, and introduced certain innovations to improve the method. Our aim was to understand the protein nanotemplate method in detail, as this method has been shown to be capable of accelerating and increasing crystal size and quality, as well as inducing crystallization of proteins that are not crystallizable by classical methods. The nanotemplate experimental setup was used for drops containing growing protein crystals at different stages of nucleation and growth. Two model proteins, lysozyme and thaumatin, were used under unique flow conditions to differentially probe protein crystal nucleation and growth.


Asunto(s)
Muramidasa/química , Nanoestructuras/química , Tamaño de la Partícula , Proteínas de Plantas/química , Dispersión del Ángulo Pequeño , Difracción de Rayos X/métodos , Animales , Pollos , Cristalización , Modelos Moleculares
16.
Biophys J ; 99(4): 1262-7, 2010 Aug 09.
Artículo en Inglés | MEDLINE | ID: mdl-20713011

RESUMEN

The formation of thaumatin crystals by Langmuir-Blodgett (LB) film nanotemplates was studied by the hanging-drop technique in a flow-through cell by synchrotron radiation micrograzing-incidence small-angle x-ray scattering. The kinetics of crystallization was measured directly on the interface of the LB film crystallization nanotemplate. The evolution of the micrograzing-incidence small-angle x-ray scattering patterns suggests that the increase in intensity in the Yoneda region is due to protein incorporation into the LB film. The intensity variation suggests several steps, which were modeled by system dynamics based on first-order differential equations. The kinetic data can be described by two processes that take place on the LB film, a first, fast, process, attributed to the crystal growth and its detachment from the LB film, and a second, slower process, attributed to an unordered association and conversion of protein on the LB film.


Asunto(s)
Proteínas de Plantas/química , Dispersión del Ángulo Pequeño , Difracción de Rayos X/métodos , Cristalización , Cinética , Modelos Moleculares , Factores de Tiempo
17.
J Cell Biochem ; 111(3): 709-19, 2010 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-20607729

RESUMEN

Tolerance is the so-called "Holy Grail" of transplantation but achieving this state is proving a major challenge, particularly in the clinical settings. This tolerance state can be induced in rodent models using a variety of maneuvers. This phenomenon is classically characterized by donor specificity (recipients accept a secondary donor-specific allograft but reject third-party allograft) as well as by the absence of chronic rejection lesion. We previously showed that administration and anti-donor anti-class II serum on the day of transplantation induce tolerance to a kidney allograft in the LEW-1W to LEW-1A strain combination. In this study, we used DNA microarrays to compare gene patterns involved in anti-donor anti-class II tolerated or untreated syngeneic kidney transplants in this strain combination. Statistical and non-statistical analyses were combined with ab initio analysis, using the recently developed leader gene approach, to shed new light on this phenomenon. Theoretical and experimental results suggest that tolerance and rejection outcome may be in large part determined by low expression variations of some genes, which can form a core gene network around specific genes such as Rac1, NFKB1, RelA, AKT1, IKBKB, BCL2, BCLX, and CHUK. Through this model, we showed that AKT1 gene, WNT pathway and NO synthesis are strictly connected to each other and may play an important role in kidney tolerance and rejection processes, with AKT1 gene being the center of this complex network of interactions.


Asunto(s)
Regulación de la Expresión Génica , Trasplante de Riñón/inmunología , Proteínas Proto-Oncogénicas c-akt/genética , Tolerancia al Trasplante , Animales , Redes Reguladoras de Genes , Antígenos de Histocompatibilidad Clase II/inmunología , Modelos Animales , Óxido Nítrico/metabolismo , Análisis de Secuencia por Matrices de Oligonucleótidos , Ratas , Proteínas Wnt/metabolismo
18.
J Struct Biol ; 168(3): 409-18, 2009 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-19686853

RESUMEN

A detailed analysis of structural and intensity changes induced by X-ray radiation is presented for two types of proteinase K crystals: crystal grown by classical hanging drop method and those grown by Langmuir-Blodgett (LB) nanotemplate. The comparison of various parameters (e.g. intensity per sigma ratio, unit-cell volume, number of unique reflections, B-factors) and electron density maps as a function of radiation dose, demonstrates that crystals, grown by the LB nanotemplate method, appear to be more resistant against radiation damage than crystals grown by the classical hanging drop method.


Asunto(s)
Cristalización/métodos , Endopeptidasa K/química , Cristalografía por Rayos X/métodos , Estabilidad de Enzimas/efectos de la radiación , Microscopía de Fuerza Atómica , Rayos X/efectos adversos
19.
J Synchrotron Radiat ; 16(Pt 3): 330-5, 2009 May.
Artículo en Inglés | MEDLINE | ID: mdl-19395795

RESUMEN

The grazing-incidence small-angle X-ray scattering technique has been used here with a microfocus beamline (microGISAXS) to study the effect of temperature on the protein reorganization taking place in a Langmuir-Schaefer multilayered enzyme film. The study appears quite reproducible in the two enzymes being utilized, penicillin G acylase and urease. In-plane and out-of-plane cuts are used to account for the changes in the film thickness and distance between structures taking place by the process of heating up to 423 K and cooling to room-temperature. The out-of-plane cut suggests that the structures are getting closer and are becoming more organized owing to the heating affect. Merging of layers is likely to occur during the heating and cooling process, leading to a loss of correlation between the interfaces of the layers and to the establishment of long-range order. The dramatic increase in long-range order in the Langmuir-Blodgett multilayered enzyme films after heating and cooling, made here apparent by grazing-incidence small-angle X-ray scattering using a microbeam, could in the future open the way to avoiding the bottleneck of protein crystallization for protein structure determination.


Asunto(s)
Membranas Artificiales , Penicilina Amidasa/química , Penicilina Amidasa/ultraestructura , Dispersión del Ángulo Pequeño , Ureasa/química , Ureasa/ultraestructura , Difracción de Rayos X/métodos , Conformación Proteica , Temperatura
20.
J Cell Biochem ; 103(6): 1693-706, 2008 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-17979137

RESUMEN

Kidney transplant is the reference treatment for patients with end-stage renal disease, but patients may develop long-term rejection of the graft. However, some patients do not reject the transplant, but instead are operationally tolerant state despite withdrawal of immunosuppressive treatment. In this second article we outline a microarray-based identification of key leader genes associated respectively to rejection and to operational tolerance of the kidney transplant in humans by utilizing a non/statistical bioinformatic approach based on the identification of "key genes," either as those mostly changing their expression, or having the strongest interconnections. A uniquely informative picture emerges on the genes controlling the human transplant from the detailed comparison of these findings with the traditional statistical SAM (Tusher et al. 2001 Proc Natl Acad Sci USA 98:5116-5121) analysis of the microarrays and with the clinical study carried out in the accompanying part I article.


Asunto(s)
Perfilación de la Expresión Génica , Trasplante de Riñón/inmunología , Rechazo de Injerto/inmunología , Rechazo de Injerto/metabolismo , Humanos , Tolerancia Inmunológica , Terapia de Inmunosupresión , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos
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