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1.
Int J Mol Sci ; 23(4)2022 Feb 12.
Artículo en Inglés | MEDLINE | ID: mdl-35216165

RESUMEN

Left ventricular assist device (LVAD) use in patients with dilated cardiomyopathy (DCM) can lead to a differential response in the LV and right ventricle (RV), and RV failure remains the most common complication post-LVAD insertion. We assessed transcriptomic signatures in end-stage DCM, and evaluated changes in gene expression (mRNA) and regulation (microRNA/miRNA) following LVAD. LV and RV free-wall tissues were collected from end-stage DCM hearts with (n = 8) and without LVAD (n = 8). Non-failing control tissues were collected from donated hearts (n = 6). Gene expression (for mRNAs/miRNAs) was determined using microarrays. Our results demonstrate that immune response, oxygen homeostasis, and cellular physiological processes were the most enriched pathways among differentially expressed genes in both ventricles of end-stage DCM hearts. LV genes involved in circadian rhythm, muscle contraction, cellular hypertrophy, and extracellular matrix (ECM) remodelling were differentially expressed. In the RV, genes related to the apelin signalling pathway were affected. Following LVAD use, immune response genes improved in both ventricles; oxygen homeostasis and ECM remodelling genes improved in the LV and, four miRNAs normalized. We conclude that LVAD reduced the expression and induced additional transcriptomic changes of various mRNAs and miRNAs as an integral component of the reverse ventricular remodelling in a chamber-specific manner.


Asunto(s)
Cardiomiopatía Dilatada/metabolismo , Corazón Auxiliar/efectos adversos , Transcriptoma , Adulto , Cardiomiopatía Dilatada/patología , Cardiomiopatía Dilatada/terapia , Femenino , Ventrículos Cardíacos/metabolismo , Humanos , Masculino , Persona de Mediana Edad
2.
Transplantation ; 105(11): 2374-2384, 2021 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-34310102

RESUMEN

BACKGROUND: BK nephropathy (BKN) in kidney transplants diagnosed by histology is challenging because it involves damage from both virus activity and cognate T cell-mediated inflammation, directed against alloantigens (rejection) or viral antigens. The present study of indication biopsies from the Integrated Diagnostic System in the International Collaborative Microarray Study Extension study measured major capsid viral protein 2 (VP2) mRNA to assess virus activity and a T cell-mediated rejection (TCMR) classifier to assess cognate T cell-mediated inflammation. METHODS: Biopsies were assessed by local standard-of-care histology and by genome-wide microarrays and Molecular Microscope Diagnostic System (MMDx) algorithms to detect rejection and injury. In a subset of 102 biopsies (50 BKN and 52 BKN-negative biopsies with various abnormalities), we measured VP2 transcripts by real-time polymerase chain reaction. RESULTS: BKN was diagnosed in 55 of 1679 biopsies; 30 had cognate T cell-mediated activity assessed by by MMDx and TCMR lesions, but only 3 of 30 were histologically diagnosed as TCMR. We developed a BKN probability classifier that predicted histologic BKN (area under the curve = 0.82). Virus activity (VP2 expression) was highly selective for BKN (area under the curve = 0.94) and correlated with acute injury, atrophy-fibrosis, macrophage activation, and the BKN classifier, but not with the TCMR classifier. BKN with molecular TCMR had more tubulitis and inflammation than BKN without molecular TCMR. In 5 BKN cases with second biopsies, VP2 mRNA decreased in second biopsies, whereas in 4 of 5 TCMR classifiers, scores increased. Genes and pathways associated with BKN and VP2 mRNA were similar, reflecting injury, inflammation, and macrophage activation but none was selective for BKN. CONCLUSIONS: Risk-benefit decisions in BKN may be assisted by quantitative assessment of the 2 major pathologic processes, virus activity and cognate T cell-mediated inflammation.


Asunto(s)
Trasplante de Riñón , Poliomavirus , Biopsia , Rechazo de Injerto , Humanos , Inflamación/diagnóstico , Trasplante de Riñón/efectos adversos , Linfocitos T
3.
Postepy Biochem ; 67(4): 436-445, 2021 12 31.
Artículo en Polaco | MEDLINE | ID: mdl-35107954

RESUMEN

The sudden death of Professor Lech Wojtczak, the great Polish biochemist and a remarkable man, our Mentor and Friend, left us in sorrow and emptiness difficult to accept. Two years have passed already from this event and our memories seem to be even more vivid, and his absence even more felt. Hence we decided to put on paper our personal reflections on Lech Wojtczak, each of us concentrating on a slightly different aspect of this towering figure. We tried to focus on memories and comments that were not mentioned in official obituaries that followed His passing away. Therefore do not expect to find here a comprehensive text on the Founder of Polish Bioenergetics, and a famous Polish biochemist, but rather a set of subjective comments on a man who made us scientists. Our memories are presented in a chronological order. The first chapter is by Professor Jolanta Baranska, who joined the group of Lech Wojtczak in 1968, followed by a chapter by Professor Maciej J. Nalecz, who joined Lech in 1976, then Professor Konrad S. Famulski (1978) and finally followed by a chapter by Professor Adam Szewczyk, the youngest, joining the group in 1984.


Asunto(s)
Metabolismo Energético , Estudiantes , Humanos , Masculino , Polonia
4.
Am J Transplant ; 19(5): 1356-1370, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30417539

RESUMEN

In kidney transplant biopsies, inflammation in areas of atrophy-fibrosis (i-IFTA) is associated with increased risk of failure, presumably because inflammation is evoked by recent parenchymal injury from rejection or other insults, but some cases also have rejection. The present study explored the frequency of rejection in i-IFTA, by using histology Banff 2015 and a microarray-based molecular diagnostic system (MMDx). In unselected indication biopsies (108 i-IFTA, 73 uninflamed IFTA [i0-IFTA], and 53 no IFTA), i-IFTA biopsies occurred later, showed more scarring, and had more antibody-mediated rejection (ABMR) based on histology (28%) and MMDx (45%). T cell-mediated rejection (TCMR) was infrequent in i-IFTA based on histology (8%) and MMDx (16%). Twelve i-IFTA biopsies (11%) had molecular TCMR not diagnosed by histology, although 6 were called borderline and almost all had histologic TCMR lesions. The prominent feature of i-IFTA biopsies was molecular injury (eg, acute kidney injury [AKI] transcripts). In multivariate analysis of biopsies >1 year posttransplant, the strongest associations with graft loss were AKI transcripts and histologic atrophy-scarring; i-IFTA was not significant when molecular AKI was included. We conclude that i-IFTA in indication biopsies reflects recent/ongoing parenchymal injury, often with concomitant ABMR but few with TCMR. Thus, the application of Banff i-IFTA in the population of late biopsies needs to be reconsidered.


Asunto(s)
Biopsia/métodos , Cicatriz/fisiopatología , Inflamación/fisiopatología , Trasplante de Riñón/métodos , Adolescente , Adulto , Anciano , Atrofia , Femenino , Fibrosis/fisiopatología , Rechazo de Injerto , Supervivencia de Injerto , Humanos , Riñón/patología , Aprendizaje Automático , Masculino , Persona de Mediana Edad , Análisis Multivariante , Análisis de Secuencia por Matrices de Oligonucleótidos , Fenotipo , Estudios Prospectivos , Riesgo , Linfocitos T/citología , Factores de Tiempo , Resultado del Tratamiento , Adulto Joven
6.
Am J Transplant ; 18(4): 785-795, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29178397

RESUMEN

The molecular mechanisms operating in human organ transplant rejection are best inferred from the mRNAs expressed in biopsies because the corresponding proteins often have low expression and short half-lives, while small non-coding RNAs lack specificity. Associations should be characterized in a population that rigorously identifies T cell-mediated (TCMR) and antibody-mediated rejection (ABMR). This is best achieved in kidney transplant biopsies, but the results are generalizable to heart, lung, or liver transplants. Associations can be universal (all rejection), TCMR-selective, or ABMR-selective, with universal being strongest and ABMR-selective weakest. Top universal transcripts are IFNG-inducible (eg, CXCL11 IDO1, WARS) or shared by effector T cells (ETCs) and NK cells (eg, KLRD1, CCL4). TCMR-selective transcripts are expressed in activated ETCs (eg, CTLA4, IFNG), activated (eg, ADAMDEC1), or IFNG-induced macrophages (eg, ANKRD22). ABMR-selective transcripts are expressed in NK cells (eg, FGFBP2, GNLY) and endothelial cells (eg, ROBO4, DARC). Transcript associations are highly reproducible between biopsy sets when the same rejection definitions, case mix, algorithm, and technology are applied, but exact ranks will vary. Previously published rejection-associated transcripts resemble universal and TCMR-selective transcripts due to incomplete representation of ABMR. Rejection-associated transcripts are never completely rejection-specific because they are shared with the stereotyped response-to-injury and innate immunity.


Asunto(s)
Biomarcadores/análisis , Rechazo de Injerto/diagnóstico , Células Asesinas Naturales/metabolismo , Trasplante de Órganos/efectos adversos , Linfocitos T/metabolismo , Transcriptoma , Aloinjertos , Rechazo de Injerto/etiología , Rechazo de Injerto/genética , Humanos , Células Asesinas Naturales/inmunología , Células Asesinas Naturales/patología , Linfocitos T/inmunología , Linfocitos T/patología
7.
Sci Rep ; 7(1): 1633, 2017 05 09.
Artículo en Inglés | MEDLINE | ID: mdl-28487567

RESUMEN

Trans-endothelial migration (TEM) is essential for leukocyte circulation. While much is known about trans-blood endothelial migration, far less is known about trans-lymphatic endothelial migration. We established an in vitro system to evaluate lymphatic TEM for various cell types across primary mouse and human lymphatic endothelial cells (LEC), and validated the model for the murine LEC cell line SVEC4-10. T cells exhibited enhanced unidirectional migration from the basal (abluminal) to the apical (luminal) surface across LEC, whereas for blood endothelial cells (BEC) they migrated similarly in both directions. This preferential, vectorial migration was chemotactic toward many different chemoattractants and dose-dependent. Stromal protein fibers, interstitial type fluid flow, distribution of chemokines in the stromal layer, and inflammatory cytokines influenced LEC phenotype and leukocyte TEM. Activated and memory CD4 T cells, macrophages, and dendritic cell (DC) showed chemoattractantΔdriven vectorial migration, while CD8 T cell migration across LEC was not. The system was further validated for studying cancer cell transmigration across lymphatic endothelium. This model for lymphatic TEM for various migrating and endothelial cell types possesses the capacity to be high-throughput, highly reproducible and integrate the complexities of lymphatic biology, stromal variability, chemoattractant distribution, and fluid flow.


Asunto(s)
Movimiento Celular , Células Endoteliales/citología , Endotelio Linfático/citología , Modelos Biológicos , Animales , Linfocitos T CD4-Positivos/citología , Moléculas de Adhesión Celular/metabolismo , Línea Celular Tumoral , Microambiente Celular , Quimiocinas/metabolismo , Quimiotaxis , Humanos , Inflamación/patología , Ratones Endogámicos C57BL , Fenotipo
8.
Environ Pollut ; 221: 64-74, 2017 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-27916491

RESUMEN

Heavy metals are the most commonly encountered toxic substances that increase susceptibility to various diseases after prolonged exposure. We have previously shown that healthy volunteers living near a mining area had significant contamination with heavy metals associated with significant changes in the expression of some detoxifying genes, xenobiotic metabolizing enzymes, and DNA repair genes. However, alterations of most of the molecular target genes associated with diseases are still unknown. Thus, the aims of this study were to (a) evaluate the gene expression profile and (b) identify the toxicities and potentially relevant human disease outcomes associated with long-term human exposure to environmental heavy metals in mining area using microarray analysis. For this purpose, 40 healthy male volunteers who were residents of a heavy metal-polluted area (Mahd Al-Dhahab city, Saudi Arabia) and 20 healthy male volunteers who were residents of a non-heavy metal-polluted area were included in the study. Total RNA was isolated from whole blood using PAXgene Blood RNA tubes and then reversed transcribed and hybridized to the gene array using the Affymetrix U219 GeneChip. Microarray analysis showed about 2129 genes were identified and differentially altered, among which a shared set of 425 genes was differentially expressed in the heavy metal-exposed groups. Ingenuity pathway analysis revealed that the most altered gene-regulated diseases in heavy metal-exposed groups included hematological and developmental disorders and mostly renal and urological diseases. Quantitative real-time polymerase chain reaction closely matched the microarray data for some genes tested. Importantly, changes in gene-related diseases were attributed to alterations in the genes encoded for protein synthesis. Renal and urological diseases were the diseases that were most frequently associated with the heavy metal-exposed group. Therefore, there is a need for further studies to validate these genes, which could be used as early biomarkers to prevent renal injury.


Asunto(s)
Exposición a Riesgos Ambientales/estadística & datos numéricos , Contaminantes Ambientales/toxicidad , Contaminación Ambiental/estadística & datos numéricos , Metales Pesados/toxicidad , Biomarcadores/metabolismo , Contaminantes Ambientales/metabolismo , Perfilación de la Expresión Génica , Humanos , Inactivación Metabólica/genética , Riñón/metabolismo , Masculino , Metales Pesados/metabolismo , Análisis de Secuencia por Matrices de Oligonucleótidos , Análisis por Matrices de Proteínas , Reacción en Cadena en Tiempo Real de la Polimerasa , Arabia Saudita , Transcriptoma
9.
JCI Insight ; 1(1): e85323, 2016 01 21.
Artículo en Inglés | MEDLINE | ID: mdl-27699214

RESUMEN

BACKGROUND: Kidney transplant biopsies offer an opportunity to understand the pathogenesis of organ fibrosis. We studied the relationships between the time of biopsy after transplant (TxBx), histologic fibrosis, diseases, and transcript expression. METHODS: Expression microarrays from 681 kidney transplant indication biopsies taken either early (n = 282, <1 year) or late (n = 399, >1 year) after transplant were used to analyze the molecular landscape of fibrosis in relationship to histologic fibrosis and diseases. RESULTS: Fibrosis was absent at transplantation but was present in some early biopsies by 4 months after transplant, apparently as a self-limited response to donation implantation injury not associated with progression to failure. The molecular phenotype of early biopsies represented the time sequence of the response to wounding: immediate expression of acute kidney injury transcripts, followed by fibrillar collagen transcripts after several weeks, then by the appearance of immunoglobulin and mast cell transcripts after several months as fibrosis appeared. Fibrosis in late biopsies correlated with injury, fibrillar collagen, immunoglobulin, and mast cell transcripts, but these were independent of time. Pathway analysis revealed epithelial response-to-wounding pathways such as Wnt/ß-catenin. CONCLUSION: Fibrosis in late biopsies had different associations because many kidneys had potentially progressive diseases and subsequently failed. Molecular correlations with fibrosis in late biopsies were independent of time, probably because ongoing injury obscured the response-to-wounding time sequence. The results indicate that fibrosis in kidney transplants is driven by nephron injury and that progression to failure reflects continuing injury, not autonomous fibrogenesis. TRIAL REGISTRATION: INTERCOM study (www.clinicalTrials.gov; NCT01299168). FUNDING: Canada Foundation for Innovation and Genome Canada.


Asunto(s)
Trasplante de Riñón , Riñón/lesiones , Riñón/patología , Biopsia , Canadá , Fibrosis , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos , Estudios Prospectivos , Factores de Tiempo
10.
Nat Rev Nephrol ; 12(9): 534-48, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-27345248

RESUMEN

Progress in renal transplantation requires improved understanding and assessment of rejection and injury. Study of the relationship between gene expression and clinical phenotypes in kidney transplant biopsy samples has led to the development of a system that enables diagnoses of specific disease states on the basis of messenger RNA levels in the biopsy sample. Using this system we have defined the molecular landscape of T cell-mediated rejection (TCMR), antibody-mediated rejection (ABMR), acute kidney injury (AKI), and tubular atrophy and interstitial fibrosis. TCMR and ABMR share IFNγ-mediated effects and TCMR has emerged as a cognate T cell-antigen presenting cell process in the interstitium, whereas ABMR is a natural-killer-cell-mediated process that occurs in the microcirculation. The specific features of these different processes have led to the creation of classifiers to test for TCMR and ABMR, and revealed that ABMR is the principal cause of kidney transplant deterioration. The molecular changes associated with renal injury are often more extensive than suggested by histology and indicate that the progression to graft failure is caused by continuing nephron injury, rather than fibrogenesis. In summary, advances in the molecular assessment of disease states in biopsy samples has improved understanding of specific processes involved in kidney graft outcomes.


Asunto(s)
Rechazo de Injerto/patología , Enfermedades Renales/patología , Trasplante de Riñón , Riñón/patología , Técnicas de Diagnóstico Molecular , Complicaciones Posoperatorias/patología , Rechazo de Injerto/diagnóstico , Humanos , Enfermedades Renales/diagnóstico , Enfermedades Renales/genética , Enfermedades Renales/inmunología , Análisis por Micromatrices , Complicaciones Posoperatorias/diagnóstico , Complicaciones Posoperatorias/genética , Complicaciones Posoperatorias/inmunología
11.
Eur J Clin Invest ; 45(12): 1286-96, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26444674

RESUMEN

BACKGROUND: The molecular and cellular determinants of ventricular tachycardia (VT) in patients with nonischaemic dilated cardiomyopathy (NIDCM) remain poorly defined. MATERIALS AND METHODS: We examined 20 NIDCM hearts where VT was reported in 10 cases and VT was absent in 10 cases, using a double-blinded case-control study design, and assessed the molecular and cellular features of the adverse myocardial remodelling. RESULTS: Explanted hearts from patients with VT showed greater hypertrophic changes based on cardiomyocyte cross-sectional area and expression of disease markers, and increased myocardial fibrosis which extended into the left ventricular and right ventricular outflow tract regions. The VT group also showed increased oxidative stress with reduction in reduced glutathione levels. Connexin 43 levels in the intercalated discs showed increased levels in the VT group with reduced phosphorylation. Microarray mRNA analysis of gene expression in the left ventricle (LV) free wall revealed several families of genes which were differentially upregulated or downregulated in hearts with documented VT compared to hearts without VT. Notably, we identified reduced expression of the Ca(2+) -activated K(+) channel (KCNN2) and increased expression of the transient receptor potential cation channel 7 (TRPM7) and intracellular chloride channel 3. Western blot analysis on LV membrane fractions showed reduced KCNN2 and increased TRPM7 levels in hearts with VT. CONCLUSIONS: In explanted human hearts with NIDCM, VT is associated with greater hypertrophy, oxidative stress and myocardial fibrosis, differential gene expression, and altered ion channel levels indicative of a distinctive adverse myocardial remodelling process associated with clinically significant VT.


Asunto(s)
Cardiomiopatía Dilatada/complicaciones , Taquicardia Ventricular/etiología , Estudios de Casos y Controles , Conexina 43/metabolismo , Método Doble Ciego , Femenino , Expresión Génica/fisiología , Humanos , Canales Iónicos/fisiología , Masculino , Persona de Mediana Edad , Estrés Oxidativo/fisiología , ARN Mensajero/metabolismo , Remodelación Ventricular/fisiología
12.
Kidney Int ; 85(2): 258-64, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-23965521

RESUMEN

Prospective studies of unselected indication biopsies from kidney transplants, combining conventional assessment with molecular analysis, have created a new understanding of transplant disease states and their outcomes. A large-scale Genome Canada grant permitted us to use conventional and molecular phenotypes to create a new disease classification. T cell-mediated rejection (TCMR), characterized histologically or molecularly, has little effect on outcomes. Antibody-mediated rejection (ABMR) manifests as microcirculation lesions and transcript changes reflecting endothelial injury, interferon-γ effects, and natural killer cells. ABMR is frequently C4d negative and has been greatly underestimated by conventional criteria. Indeed, ABMR, triggered in some cases by non-adherence, is the major disease causing failure. Progressive dysfunction is usually attributable to specific diseases, and pure calcineurin inhibitor toxicity rarely explains failure. The importance of ABMR argues against immunosuppressive drug minimization and stands as a barrier to tolerance induction. Microarrays also defined the transcripts induced by acute kidney injury (AKI), which correlate with reduced function, whereas histologic changes of acute tubular injury do not. AKI transcripts are induced in kidneys with late dysfunction, and are better predictors of failure than fibrosis and inflammation. Thus progression reflects ongoing parenchymal injury, usually from identifiable diseases such as ABMR, not destructive fibrosis.


Asunto(s)
Rechazo de Injerto/inmunología , Supervivencia de Injerto , Inmunidad Celular , Inmunidad Humoral , Trasplante de Riñón/efectos adversos , Riñón/inmunología , Regeneración , Linfocitos T/inmunología , Biopsia , Canadá , Fibrosis , Regulación de la Expresión Génica , Predisposición Genética a la Enfermedad , Genoma Humano , Rechazo de Injerto/genética , Rechazo de Injerto/patología , Rechazo de Injerto/prevención & control , Supervivencia de Injerto/efectos de los fármacos , Humanos , Inmunidad Celular/efectos de los fármacos , Inmunidad Celular/genética , Inmunidad Humoral/efectos de los fármacos , Inmunidad Humoral/genética , Inmunosupresores/uso terapéutico , Riñón/efectos de los fármacos , Riñón/patología , Técnicas de Diagnóstico Molecular , Fenotipo , Valor Predictivo de las Pruebas , Regeneración/efectos de los fármacos , Regeneración/genética , Medición de Riesgo , Factores de Riesgo , Linfocitos T/efectos de los fármacos , Tolerancia al Trasplante , Resultado del Tratamiento
13.
Islets ; 4(2): 158-66, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22653155

RESUMEN

The transplantation of pancreatic islets is an option for therapeutic management of hypoglycemia unawareness in select patients with type 1 diabetes mellitus. Characteristics of the transcriptome of freshly isolated islets, islet allografts, and islet isograft are reported in the literature. However, no single experiment has undertaken a comparison of the islet allograft to isograft. Potential implications of the latter are the use in diagnosis of rejection and to discover the molecular pathways in islet allograft dysfunction after transplant. Here, the mouse model of islet transplant is used to characterize the transcriptome of freshly isolated islets and compare islet graft in an isogeneic vs. allogeneic host using an Affymetrix GeneChip® Array assay. A set of islet associated transcripts (IAT) was developed, and subsequently shown to have high level of expression in islet allografts and isografts harvested either five- or ten-days after transplant. Furthermore, specific analysis of transcriptome differences between islet isografts and pre-rejection allografts (ten-day), reveal a series of islet rejection associated transcripts (IRAT). Nearly half of IRAT show overlap with previously described pathogenesis based transcript sets identified in the setting of mouse kidney allograft rejection. The novel transcripts identified to be associated with islet rejection include those involved in chemotaxis or lymphocyte function. Although use of biopsy based monitoring of humans islet transplants remains difficult at the present time, this study provides proof of principle for a transcriptome based technique for islet graft rejection monitoring and describes the transcripts associated with islet graft dysfunction.


Asunto(s)
Diabetes Mellitus Tipo 1/cirugía , Trasplante de Islotes Pancreáticos/métodos , Islotes Pancreáticos/fisiología , Animales , Diabetes Mellitus Tipo 1/genética , Diabetes Mellitus Tipo 1/metabolismo , Rechazo de Injerto/genética , Islotes Pancreáticos/citología , Islotes Pancreáticos/metabolismo , Masculino , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Análisis de Secuencia por Matrices de Oligonucleótidos , ARN/química , ARN/genética , Transcriptoma
14.
J Am Soc Nephrol ; 23(5): 948-58, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22343120

RESUMEN

Little is known regarding the molecular phenotype of kidneys with AKI because biopsies are performed infrequently. However, all kidney transplants experience acute injury, making early kidney transplants an excellent model of acute injury, provided the absence of rejection, because donor kidneys should not have CKD, post-transplant biopsies occur relatively frequently, and follow-up is excellent typically. Here, we used histopathology and microarrays to compare indication biopsies from 26 transplants with acute injury with 11 pristine protocol biopsies of stable transplants. Kidneys with acute injury showed increased expression of 394 transcripts associated with the repair response to injury, including many epithelium-like injury molecules tissue, remodeling molecules, and inflammation molecules. Many other genes also predicted the phenotype, including the acute injury biomarkers HAVCR1 and IL18. Pathway analysis of the injury-repair transcripts revealed similarities to cancer, development, and cell movement. The injury-repair transcript score in kidneys with acute injury correlated with reduced graft function, future renal recovery, brain death, and need for dialysis, but not with future graft loss. In contrast, histologic features of acute tubular injury did not correlate with function or with the molecular changes. Thus, the transcripts associated with repair of injury suggest a massive coordinated response of the kidney parenchyma to acute injury, providing both an objective measure for assessing the severity of injury in kidney biopsies and validation for many biomarkers of AKI.


Asunto(s)
Lesión Renal Aguda/diagnóstico , Trasplante de Riñón/efectos adversos , Lesión Renal Aguda/genética , Adolescente , Adulto , Anciano , Biopsia , Funcionamiento Retardado del Injerto/etiología , Tasa de Filtración Glomerular , Humanos , Riñón/patología , Riñón/fisiopatología , Persona de Mediana Edad , Análisis de Secuencia por Matrices de Oligonucleótidos , Fenotipo , Estudios Prospectivos
15.
J Clin Invest ; 120(6): 1862-72, 2010 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-20501945

RESUMEN

Kidney transplant recipients that develop signs of renal dysfunction or proteinuria one or more years after transplantation are at considerable risk for progression to renal failure. To assess the kidney at this time, a "for-cause" biopsy is performed, but this provides little indication as to which recipients will go on to organ failure. In an attempt to identify molecules that could provide this information, we used microarrays to analyze gene expression in 105 for-cause biopsies taken between 1 and 31 years after transplantation. Using supervised principal components analysis, we derived a molecular classifier to predict graft loss. The genes associated with graft failure were related to tissue injury, epithelial dedifferentiation, matrix remodeling, and TGF-beta effects and showed little overlap with rejection-associated genes. We assigned a prognostic molecular risk score to each patient, identifying those at high or low risk for graft loss. The molecular risk score was correlated with interstitial fibrosis, tubular atrophy, tubulitis, interstitial inflammation, proteinuria, and glomerular filtration rate. In multivariate analysis, molecular risk score, peritubular capillary basement membrane multilayering, arteriolar hyalinosis, and proteinuria were independent predictors of graft loss. In an independent validation set, the molecular risk score was the only predictor of graft loss. Thus, the molecular risk score reflects active injury and is superior to either scarring or function in predicting graft failure.


Asunto(s)
Predicción , Rechazo de Injerto/diagnóstico , Trasplante de Riñón/patología , Riñón/patología , Insuficiencia Renal/patología , Biopsia , Capilares/patología , Progresión de la Enfermedad , Tasa de Filtración Glomerular , Rechazo de Injerto/patología , Humanos , Proteinuria/patología , Factor de Crecimiento Transformador beta
16.
Brief Bioinform ; 10(1): 24-34, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18836208

RESUMEN

Gene-set analysis aims to identify differentially expressed gene sets (pathways) by a phenotype in DNA microarray studies. We review here important methodological aspects of gene-set analysis and illustrate them with varying performance of several methods proposed in the literature. We emphasize the importance of distinguishing between 'self-contained' versus 'competitive' methods, following Goeman and Bühlmann. We also discuss reducing a gene set to its subset, consisting of 'core members' that chiefly contribute to the statistical significance of the differential expression of the initial gene set by phenotype. Significance analysis of microarray for gene-set reduction (SAM-GSR) can be used for an analytical reduction of gene sets to their core subsets. We apply SAM-GSR on a microarray dataset for identifying biological gene sets (pathways) whose gene expressions are associated with p53 mutation in cancer cell lines. Codes to implement SAM-GSR in the statistical package R can be downloaded from http://www.ualberta.ca/~yyasui/homepage.html.


Asunto(s)
Algoritmos , Perfilación de la Expresión Génica/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Línea Celular Tumoral , Humanos , Modelos Genéticos , Modelos Estadísticos , Fenotipo , Proteína p53 Supresora de Tumor/genética
17.
BMC Bioinformatics ; 8: 242, 2007 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-17612399

RESUMEN

BACKGROUND: Gene-set analysis evaluates the expression of biological pathways, or a priori defined gene sets, rather than that of individual genes, in association with a binary phenotype, and is of great biologic interest in many DNA microarray studies. Gene Set Enrichment Analysis (GSEA) has been applied widely as a tool for gene-set analyses. We describe here some critical problems with GSEA and propose an alternative method by extending the individual-gene analysis method, Significance Analysis of Microarray (SAM), to gene-set analyses (SAM-GS). RESULTS: Using a mouse microarray dataset with simulated gene sets, we illustrate that GSEA gives statistical significance to gene sets that have no gene associated with the phenotype (null gene sets), and has very low power to detect gene sets in which half the genes are moderately or strongly associated with the phenotype (truly-associated gene sets). SAM-GS, on the other hand, performs very well. The two methods are also compared in the analyses of three real microarray datasets and relevant pathways, the diverging results of which clearly show advantages of SAM-GS over GSEA, both statistically and biologically. In a microarray study for identifying biological pathways whose gene expressions are associated with p53 mutation in cancer cell lines, we found biologically relevant performance differences between the two methods. Specifically, there are 31 additional pathways identified as significant by SAM-GS over GSEA, that are associated with the presence vs. absence of p53. Of the 31 gene sets, 11 actually involve p53 directly as a member. A further 6 gene sets directly involve the extrinsic and intrinsic apoptosis pathways, 3 involve the cell-cycle machinery, and 3 involve cytokines and/or JAK/STAT signaling. Each of these 12 gene sets, then, is in a direct, well-established relationship with aspects of p53 signaling. Of the remaining 8 gene sets, 6 have plausible, if less well established, links with p53. CONCLUSION: We conclude that GSEA has important limitations as a gene-set analysis approach for microarray experiments for identifying biological pathways associated with a binary phenotype. As an alternative statistically-sound method, we propose SAM-GS. A free Excel Add-In for performing SAM-GS is available for public use.


Asunto(s)
Algoritmos , Perfilación de la Expresión Génica/métodos , Expresión Génica/fisiología , Modelos Biológicos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Proteoma/metabolismo , Transducción de Señal/fisiología , Animales , Simulación por Computador , Bases de Datos Genéticas , Ratones , Sensibilidad y Especificidad
18.
Am J Transplant ; 5(8): 1827-36, 2005 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-15996229

RESUMEN

The usual phenotype of clinical kidney allograft rejection is infiltration by lymphocytes and macrophages and evolution of histologic Banff lesions, particularly tubulitis, which indicate parenchymal injury. Using Affymetrix microarrays, we evaluated the relationship between the evolution of pathologic lesions and the transcriptome. We studied CBA/J into C57Bl/6 mouse kidney allografts in which one host kidney is left in place to permit observation of lesion development. Histology was dominated by early infiltration by mononuclear cells from day 3 and slower evolution of tubulitis after day 7. We defined a set of cytotoxic T lymphocyte-associated transcripts (CATs) on the basis of expression in purified cytotoxic T lymphocytes (CTL) and in a mixed lymphocyte culture, and absence in normal kidney. CATs were detectable by day 3 and highly expressed by day 5 in rejecting kidneys, with a median signal 14% of that in CTL, compared to 4% in isografts and normal kidneys, and persisted through day 42. Lack of mature B cells had little effect on CAT expression, confirming that CATs reflect T-cell-mediated rejection. Expression of CATs was established before diagnostic lesions and remained remarkably consistent through day 42 despite massive alterations in the pathology, and probably reflects T cells recruited to the graft.


Asunto(s)
Rechazo de Injerto/inmunología , Trasplante de Riñón , Nefritis Intersticial/inmunología , Linfocitos T Citotóxicos/inmunología , Linfocitos T/inmunología , Animales , Antígenos CD/genética , Antígenos CD/metabolismo , Linfocitos B/inmunología , Linfocitos B/metabolismo , Biomarcadores , Perfilación de la Expresión Génica , Rechazo de Injerto/patología , Túbulos Renales/inmunología , Túbulos Renales/patología , Masculino , Ratones , Ratones Endogámicos C3H , Ratones Endogámicos C57BL , Nefritis Intersticial/patología , Análisis de Secuencia por Matrices de Oligonucleótidos , Trasplante Homólogo
19.
Curr Opin Nephrol Hypertens ; 14(3): 243-8, 2005 May.
Artículo en Inglés | MEDLINE | ID: mdl-15821417

RESUMEN

PURPOSE OF REVIEW: Ageing of the kidney is a problem of clinical and basic interest. The problem of renal dysfunction and end-stage renal disease is a major burden on the health system, and old donor age is a major limitation on the use of donor organs and on survival of transplanted kidneys. Moreover, stresses linked to nephropathies, postoperative stress, inflammation and allograft rejection can lead to premature senescence of renal cells thus accelerating organ atrophy. Age-related and disease or stress-related nephron loss could reflect both the limited ability of epithelial cells to repair and replicate in the face of environmental stresses, and limitations on the number of cell replications caused by telomere shortening. Therefore, elucidating cellular senescence mechanisms is relevant to kidney diseases and kidney transplantation. RECENT FINDINGS: Recent findings suggest additive effects of replicative and environmental stress-induced senescence in cellular and organ ageing. In particular, ATM/p53/p21 and Ras/p38/p16 pathways have been shown to co-contribute to the overall cellular senescence, which is caused by extrinsic and intrinsic stimuli. Moreover, the role of epigenetic factors, including protein acylation/deacetylation, chromatin remodeling or caloric restriction, is the focus of recent studies on ageing and senescence. SUMMARY: Despite significant progress, cellular senescence is still better understood in vitro than in vivo. So far, p16 remains the best marker of chronological age in the kidney, and can be considered as an indicator of premature senescence caused by stresses or disease. The beneficial effects of caloric restriction on organ ageing and the role of histone acetylation in pathologic states in rodents are of considerable interest, and deserve future studies.


Asunto(s)
Envejecimiento/genética , Supervivencia de Injerto/genética , Riñón/fisiología , Envejecimiento/fisiología , Animales , Biomarcadores , Restricción Calórica , Genes p16/fisiología , Supervivencia de Injerto/fisiología , Humanos , Trasplante de Riñón/efectos adversos , Modelos Animales , Trasplantes
20.
J Clin Endocrinol Metab ; 89(12): 6146-54, 2004 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-15579771

RESUMEN

Tumor cell invasion and metastasis are the hallmark of malignant neoplasm. Despite advances in the management of thyroid carcinoma and other solid tumors, metastasis continues to be the most significant cause in cancer mortality. To gain new insights into this complex process in thyroid carcinoma, we established a thyroid carcinoma cell line (ARO-met2) with high metastatic capacity to the lung by sequential passage of a human anaplastic thyroid cancer cell line (ARO) through the lung of a nude mouse. Global patterns of gene expression were analyzed in cells of the parental ARO and the ARO-met2, using Atlas human cancer 1.2 array with 1176 cancer-related genes. In total, 184 genes were differentially expressed more than 1.5 times, and 64 genes were differentially expressed over two times. Among those 64 genes, 43 were overexpressed, and 21 genes were underexpressed. Many genes whose increased expression was thought to be related to tumor progression were identified, such as c-Met, ezrin, integrin, motility-related protein-1, cadherin, and S100A4. The most highly expressed gene is the S100A4 (8-fold higher than control), which is a member of a small calcium binding protein family and is involved in the cell proliferation and cancer progression. The S100A4 overexpression in the ARO-met2 cells was later confirmed by Northern blot and real-time reverse transcriptase-PCR. Analysis of 49 thyroid tumor specimens by real-time reverse transcriptase-PCR (eight benign goiters, 36 papillary, and five anaplastic carcinomas) revealed that S100A4 overexpression was present in most advanced thyroid carcinomas and lymph node metastases, and was associated with poor prognosis. None of the benign goiters was found to have S100A4 overexpression. These data suggest that S100A4 could be used as a prognostic marker for thyroid carcinoma. Given that S100A4 is involved in tumor progression and metastasis, it may be a potential target for therapeutic intervention.


Asunto(s)
Carcinoma/genética , Carcinoma/secundario , Perfilación de la Expresión Génica , Genes p16 , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/secundario , Análisis por Micromatrices , Neoplasias de la Tiroides/patología , Animales , Biomarcadores , Northern Blotting , Línea Celular Tumoral , Sistemas de Computación , Femenino , Expresión Génica , Humanos , Ratones , Ratones Endogámicos BALB C , Ratones Desnudos , Pronóstico , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa
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