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1.
Transplantation ; 107(8): 1810-1819, 2023 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-37365692

RESUMEN

BACKGROUND: Acute cellular rejection (ACR), an alloimmune response involving CD4+ and CD8+ T cells, occurs in up to 20% of patients within the first year following heart transplantation. The balance between a conventional versus regulatory CD4+ T cell alloimmune response is believed to contribute to developing ACR. Therefore, tracking these cells may elucidate whether changes in these cell populations could signal ACR risk. METHODS: We used a CD4+ T cell gene signature (TGS) panel that tracks CD4+ conventional T cells (Tconv) and regulatory T cells (Treg) on longitudinal samples from 94 adult heart transplant recipients. We evaluated combined diagnostic performance of the TGS panel with a previously developed biomarker panel for ACR diagnosis, HEARTBiT, while also investigating TGS' prognostic utility. RESULTS: Compared with nonrejection samples, rejection samples showed decreased Treg- and increased Tconv-gene expression. The TGS panel was able to discriminate between ACR and nonrejection samples and, when combined with HEARTBiT, showed improved specificity compared with either model alone. Furthermore, the increased risk of ACR in the TGS model was associated with lower expression of Treg genes in patients who later developed ACR. Reduced Treg gene expression was positively associated with younger recipient age and higher intrapatient tacrolimus variability. CONCLUSIONS: We demonstrated that expression of genes associated with CD4+ Tconv and Treg could identify patients at risk of ACR. In our post hoc analysis, complementing HEARTBiT with TGS resulted in an improved classification of ACR. Our study suggests that HEARTBiT and TGS may serve as useful tools for further research and test development.


Asunto(s)
Trasplante de Corazón , Linfocitos T Reguladores , Adulto , Humanos , Rechazo de Injerto/diagnóstico , Biomarcadores/metabolismo , Linfocitos T CD4-Positivos , Trasplante de Corazón/efectos adversos
2.
J Subst Use Addict Treat ; 151: 209076, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37182544

RESUMEN

INTRODUCTION: Illicit stimulant (cocaine and/or amphetamine) use among young people aged 12-24 is a public health priority given that substance use initiation tends to peak in this developmental period and significant associated immediate and long-term harms are associated with its use. Young people using stimulants must be engaged in services as early as possible to reduce these harms. To inform early intervention opportunities, this study aimed to identify the risk/protective factors associated with illicit stimulant use among young people. METHODS: We conducted a cross-sectional study on routinely collected self-reported data among young people accessing integrated youth services in British Columbia (Canada) between April 2018 and January 2022. Data were collected on young peoples' socio-demographic characteristics, and social, behavioral, and health profiles. Variable selection was guided by established risk/protective factors for substance use among young people. The study used multivariable logistic regression to identify risk/protective factors that were independently associated with past 30-day illicit stimulant use. RESULTS: The analytic sample included n = 5620 young people aged 12-24 and a total of 163 (2.9 %) reported past 30-day illicit cocaine and/or amphetamine use. Demographic characteristics that were independently associated with illicit stimulant use included older age (aOR = 1.27, 95 % CI = 1.17-1.38) and gender identity as man vs woman (aOR = 1.71, 95 % CI = 1.10-2.70). Social and environmental risk factors included recently witnessing or experiencing violence (aOR = 2.32, 95 % CI = 1.47-3.68) and higher past-year crime/violent behaviors score (aOR = 1.39, 95 % CI = 1.13-1.69). Finally, regular alcohol (aOR = 6.90, 95 % CI = 2.36-25.42), regular (aOR = 3.74, 95 % CI = 1.95-7.54) or social (aOR = 3.06, 95 % CI = 1.44-6.60) tobacco use, and lifetime hallucinogen (aOR = 3.24, 95 % CI = 1.8-5.91) and ecstasy/MDMA (aOR = 2.53, 95 % CI = 1.48-4.39) use were also statistically significant risk factors. CONCLUSIONS: These risk/protective factors support identification of young people who may benefit from further screening, assessment, and treatment for illicit stimulant use. This study also underscores the need to expand early intervention and harm reduction programs that can comprehensively respond to young peoples' stimulant use, health, and social needs.


Asunto(s)
Cocaína , N-Metil-3,4-metilenodioxianfetamina , Trastornos Relacionados con Sustancias , Humanos , Masculino , Femenino , Adolescente , Colombia Británica/epidemiología , Estudios Transversales , Identidad de Género , Trastornos Relacionados con Sustancias/epidemiología , Anfetaminas
3.
Commun Biol ; 4(1): 583, 2021 05 14.
Artículo en Inglés | MEDLINE | ID: mdl-33990681

RESUMEN

Compatibility for human leukocyte antigen (HLA) genes between transplant donors and recipients improves graft survival but prospective matching is rarely performed due to the vast heterogeneity of this gene complex. To reduce complexity, we have combined next-generation sequencing and in silico mapping to determine transplant population frequencies and matching probabilities of 150 antibody-binding eplets across all 11 classical HLA genes in 2000 ethnically heterogeneous renal patients and donors. We show that eplets are more common and uniformly distributed between donors and recipients than the respective HLA isoforms. Simulations of targeted eplet matching shows that a high degree of overall compatibility, and perfect identity at the clinically important HLA class II loci, can be obtained within a patient waiting list of approximately 250 subjects. Internal epitope-based allocation is thus feasible for most major renal transplant programs, while regional or national sharing may be required for other solid organs.


Asunto(s)
Selección de Donante , Epítopos/inmunología , Antígenos HLA/inmunología , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Prueba de Histocompatibilidad/métodos , Trasplante de Riñón/métodos , Donantes de Tejidos/provisión & distribución , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Receptores de Trasplantes
4.
Clin Chem ; 66(8): 1063-1071, 2020 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-32705124

RESUMEN

BACKGROUND: HEARTBiT is a whole blood-based gene profiling assay using the nucleic acid counting NanoString technology for the exclusionary diagnosis of acute cellular rejection in heart transplant patients. The HEARTBiT score measures the risk of acute cellular rejection in the first year following heart transplant, distinguishing patients with stable grafts from those at risk for acute cellular rejection. Here, we provide the analytical performance characteristics of the HEARTBiT assay and the results on pilot clinical validation. METHODS: We used purified RNA collected from PAXgene blood samples to evaluate the characteristics of a 12-gene panel HEARTBiT assay, for its linearity range, quantitative bias, precision, and reproducibility. These parameters were estimated either from serial dilutions of individual samples or from repeated runs on pooled samples. RESULTS: We found that all 12 genes showed linear behavior within the recommended assay input range of 125 ng to 500 ng of purified RNA, with most genes showing 3% or lower quantitative bias and around 5% coefficient of variation. Total variation resulting from unique operators, reagent lots, and runs was less than 0.02 units standard deviation (SD). The performance of the analytically validated assay (AUC = 0.75) was equivalent to what we observed in the signature development dataset. CONCLUSION: The analytical performance of the assay within the specification input range demonstrated reliable quantification of the HEARTBiT score within 0.02 SD units, measured on a 0 to 1 unit scale. This assay may therefore be of high utility in clinical validation of HEARTBiT in future biomarker observational trials.


Asunto(s)
Perfilación de la Expresión Génica/métodos , Rechazo de Injerto/diagnóstico , Trasplante de Corazón/efectos adversos , ARN/sangre , Adulto , Biomarcadores/sangre , Femenino , Humanos , Límite de Detección , Masculino , Persona de Mediana Edad , Proyectos Piloto , Pronóstico , Reproducibilidad de los Resultados
5.
Can J Cardiol ; 36(8): 1217-1227, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32553820

RESUMEN

BACKGROUND: Nine mRNA transcripts associated with acute cellular rejection (ACR) in previous microarray studies were ported to the clinically amenable NanoString nCounter platform. Here we report the diagnostic performance of the resulting blood test to exclude ACR in heart allograft recipients: HEARTBiT. METHODS: Blood samples for transcriptomic profiling were collected during routine post-transplantation monitoring in 8 Canadian transplant centres participating in the Biomarkers in Transplantation initiative, a large (n = 1622) prospective observational study conducted between 2009 and 2014. All adult cardiac transplant patients were invited to participate (median age = 56 [17 to 71]). The reference standard for rejection status was histopathology grading of tissue from endomyocardial biopsy (EMB). All locally graded ISHLT ≥ 2R rejection samples were selected for analysis (n = 36). ISHLT 1R (n = 38) and 0R (n = 86) samples were randomly selected to create a cohort approximately matched for site, age, sex, and days post-transplantation, with a focus on early time points (median days post-transplant = 42 [7 to 506]). RESULTS: ISHLT ≥ 2R rejection was confirmed by EMB in 18 and excluded in 92 samples in the test set. HEARTBiT achieved 47% specificity (95% confidence interval [CI], 36%-57%) given ≥ 90% sensitivity, with a corresponding area under the receiver operating characteristic curve of 0.69 (95% CI, 0.56-0.81). CONCLUSIONS: HEARTBiT's diagnostic performance compares favourably to the only currently approved minimally invasive diagnostic test to rule out ACR, AlloMap (CareDx, Brisbane, CA) and may be used to inform care decisions in the first 2 months post-transplantation, when AlloMap is not approved, and most ACR episodes occur.


Asunto(s)
Rechazo de Injerto/genética , Trasplante de Corazón , Miocardio/patología , ARN Mensajero/genética , Transcriptoma/genética , Enfermedad Aguda , Aloinjertos , Biopsia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Curva ROC
6.
PLoS One ; 12(5): e0177569, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28562641

RESUMEN

The quantitation of proteins using shotgun proteomics has gained popularity in the last decades, simplifying sample handling procedures, removing extensive protein separation steps and achieving a relatively high throughput readout. The process starts with the digestion of the protein mixture into peptides, which are then separated by liquid chromatography and sequenced by tandem mass spectrometry (MS/MS). At the end of the workflow, recovering the identity of the proteins originally present in the sample is often a difficult and ambiguous process, because more than one protein identifier may match a set of peptides identified from the MS/MS spectra. To address this identification problem, many MS/MS data processing software tools combine all plausible protein identifiers matching a common set of peptides into a protein group. However, this solution introduces new challenges in studies with multiple experimental runs, which can be characterized by three main factors: i) protein groups' identifiers are local, i.e., they vary run to run, ii) the composition of each group may change across runs, and iii) the supporting evidence of proteins within each group may also change across runs. Since in general there is no conclusive evidence about the absence of proteins in the groups, protein groups need to be linked across different runs in subsequent statistical analyses. We propose an algorithm, called Protein Group Code Algorithm (PGCA), to link groups from multiple experimental runs by forming global protein groups from connected local groups. The algorithm is computationally inexpensive and enables the connection and analysis of lists of protein groups across runs needed in biomarkers studies. We illustrate the identification problem and the stability of the PGCA mapping using 65 iTRAQ experimental runs. Further, we use two biomarker studies to show how PGCA enables the discovery of relevant candidate protein group markers with similar but non-identical compositions in different runs.


Asunto(s)
Algoritmos , Proteínas/química , Espectrometría de Masas en Tándem/métodos , Secuencia de Aminoácidos , Biomarcadores , Trasplante de Corazón , Humanos , Distrofias Musculares/metabolismo , Proteómica , Homología de Secuencia de Aminoácido
7.
PLoS Pathog ; 12(5): e1005658, 2016 05.
Artículo en Inglés | MEDLINE | ID: mdl-27191844

RESUMEN

Cysteine peptidases play a central role in the biology of Leishmania. In this work, we sought to further elucidate the mechanism(s) by which the cysteine peptidase CPB contributes to L. mexicana virulence and whether CPB participates in the formation of large communal parasitophorous vacuoles induced by these parasites. We initially examined the impact of L. mexicana infection on the trafficking of VAMP3 and VAMP8, two endocytic SNARE proteins associated with phagolysosome biogenesis and function. Using a CPB-deficient mutant, we found that both VAMP3 and VAMP8 were down-modulated in a CPB-dependent manner. We also discovered that expression of the virulence-associated GPI-anchored metalloprotease GP63 was inhibited in the absence of CPB. Expression of GP63 in the CPB-deficient mutant was sufficient to down-modulate VAMP3 and VAMP8. Similarly, episomal expression of GP63 enabled the CPB-deficient mutant to establish infection in macrophages, induce the formation of large communal parasitophorous vacuoles, and cause lesions in mice. These findings implicate CPB in the regulation of GP63 expression and provide evidence that both GP63 and CPB are key virulence factors in L. mexicana.


Asunto(s)
Regulación de la Expresión Génica/fisiología , Leishmania mexicana/patogenicidad , Leishmaniasis Cutánea/metabolismo , Metaloendopeptidasas/biosíntesis , Proteínas Protozoarias/metabolismo , Animales , Western Blotting , Cisteína/metabolismo , Modelos Animales de Enfermedad , Citometría de Flujo , Ratones , Ratones Endogámicos BALB C , Microscopía Confocal , Péptido Hidrolasas/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Virulencia , Factores de Virulencia/metabolismo
8.
PLoS Pathog ; 11(3): e1004776, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25826301

RESUMEN

The protease GP63 is an important virulence factor of Leishmania parasites. We previously showed that GP63 reaches the perinuclear area of host macrophages and that it directly modifies nuclear translocation of the transcription factors NF-κB and AP-1. Here we describe for the first time, using molecular biology and in-depth proteomic analyses, that GP63 alters the host macrophage nuclear envelope, and impacts on nuclear processes. Our results suggest that GP63 does not appear to use a classical nuclear localization signal common between Leishmania species for import, but degrades nucleoporins, and is responsible for nuclear transport alterations. In the nucleoplasm, GP63 activity accounts for the degradation and mislocalization of proteins involved amongst others in gene expression and in translation. Collectively, our data indicates that Leishmania infection strongly affects nuclear physiology, suggesting that targeting of nuclear physiology may be a strategy beneficial for virulent Leishmania parasites.


Asunto(s)
Leishmania/metabolismo , Leishmaniasis/metabolismo , Macrófagos/metabolismo , Metaloendopeptidasas/metabolismo , Proteínas de Complejo Poro Nuclear/metabolismo , Poro Nuclear/metabolismo , Animales , Línea Celular Transformada , Leishmania/genética , Leishmaniasis/genética , Macrófagos/parasitología , Metaloendopeptidasas/genética , Ratones , FN-kappa B/genética , FN-kappa B/metabolismo , Poro Nuclear/genética , Proteínas de Complejo Poro Nuclear/genética , Factor de Transcripción AP-1/genética , Factor de Transcripción AP-1/metabolismo
9.
Phytother Res ; 29(3): 393-7, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25417600

RESUMEN

A new phenolic derivative, 2,8-dihydroxy-7H-furo[2,3-f]chromen-7-one (1), together with isoquercitrin (2), was isolated from the aerial parts of Tibouchina paratropica. Compound structures were elucidated by spectroscopic methods. Both compounds show antimicrobial activity towards a panel of bacterial and fungal pathogens, and compound 1 displayed potent anti-parasitic activity against Leishmania donovani (IC50 = 0.809 µg/mL). In addition, an 85% reduction in the secretion of the pro-inflammatory cytokine IL-6 was recorded when macrophages challenged with lipopolysaccharide were exposed to compound 1, but no effect on the anti-inflammatory IL-10 was observed. Compound 2 showed neither anti-parasitic nor anti-inflammatory properties. In addition, no cytotoxic activities were observed against the human-derived macrophage THP-1 cells.


Asunto(s)
Antiprotozoarios/farmacología , Furocumarinas/aislamiento & purificación , Furocumarinas/farmacología , Leishmania donovani/efectos de los fármacos , Macrófagos/efectos de los fármacos , Melastomataceae/química , Extractos Vegetales/química , Antiinfecciosos/farmacología , Antiinflamatorios/farmacología , Argentina , Bacterias/efectos de los fármacos , Línea Celular , Hongos/efectos de los fármacos , Furocumarinas/química , Humanos , Interleucina-10/inmunología , Interleucina-6/inmunología , Lipopolisacáridos , Macrófagos/inmunología , Pruebas de Sensibilidad Microbiana , Fenoles/farmacología , Componentes Aéreos de las Plantas/química , Quercetina/análogos & derivados , Quercetina/aislamiento & purificación , Quercetina/farmacología
10.
OMICS ; 18(11): 682-95, 2014 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-25387159

RESUMEN

Multi-omics research is a key ingredient of data-intensive life sciences research, permitting measurement of biological molecules at different functional levels in the same individual. For a complete picture at the biological systems level, appropriate statistical techniques must however be developed to integrate different 'omics' data sets (e.g., genomics and proteomics). We report here multivariate projection-based analyses approaches to genomics and proteomics data sets, using the case study of and applications to observations in kidney transplant patients who experienced an acute rejection event (n=20) versus non-rejecting controls (n=20). In this data sets, we show how these novel methodologies might serve as promising tools for dimension reduction and selection of relevant features for different analytical frameworks. Unsupervised analyses highlighted the importance of post transplant time-of-rejection, while supervised analyses identified gene and protein signatures that together predicted rejection status with little time effect. The selected genes are part of biological pathways that are representative of immune responses. Gene enrichment profiles revealed increases in innate immune responses and neutrophil activities and a depletion of T lymphocyte related processes in rejection samples as compared to controls. In all, this article offers candidate biomarkers for future detection and monitoring of acute kidney transplant rejection, as well as ways forward for methodological advances to better harness multi-omics data sets.


Asunto(s)
Genómica/métodos , Trasplante de Riñón/efectos adversos , Proteómica/métodos , Adulto , Biomarcadores/metabolismo , Femenino , Rechazo de Injerto/genética , Rechazo de Injerto/metabolismo , Humanos , Masculino , Persona de Mediana Edad , Análisis Multivariante , Proyectos de Investigación
11.
PLoS Pathog ; 10(10): e1004419, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25299267

RESUMEN

Infection of macrophages by the intracellular protozoan Leishmania leads to down-regulation of a number of macrophage innate host defense mechanisms, thereby allowing parasite survival and replication. The underlying molecular mechanisms involved remain largely unknown. In this study, we assessed epigenetic changes in macrophage DNA methylation in response to infection with L. donovani as a possible mechanism for Leishmania driven deactivation of host defense. We quantified and detected genome-wide changes of cytosine methylation status in the macrophage genome resulting from L. donovani infection. A high confidence set of 443 CpG sites was identified with changes in methylation that correlated with live L. donovani infection. These epigenetic changes affected genes that play a critical role in host defense such as the JAK/STAT signaling pathway and the MAPK signaling pathway. These results provide strong support for a new paradigm in host-pathogen responses, where upon infection the pathogen induces epigenetic changes in the host cell genome resulting in downregulation of innate immunity thereby enabling pathogen survival and replication. We therefore propose a model whereby Leishmania induced epigenetic changes result in permanent down regulation of host defense mechanisms to protect intracellular replication and survival of parasitic cells.


Asunto(s)
Metilación de ADN/inmunología , Epigénesis Genética/inmunología , Inmunidad Innata/inmunología , Leishmania donovani , Leishmaniasis Visceral/inmunología , Macrófagos/microbiología , Humanos , Leishmaniasis Visceral/genética , Leishmaniasis Visceral/metabolismo , Macrófagos/inmunología , Transducción de Señal/inmunología
12.
PLoS Negl Trop Dis ; 8(5): e2785, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24873970

RESUMEN

Leishmaniasis is a major health problem in some endemic areas and yet, no vaccine is available against any form of the disease. Historically, leishmanization (LZ) which is an inoculation of individual with live Leishmania, is the most effective control measure at least against cutaneous leishmaniasis (CL). Due to various reasons, LZ is not used today. Several live attenuated Leishmania have been developed but their use is limited. Previously, we developed a transgenic strain of L. major that harbors two suicide genes tk and cd genes (lmtkcd+/+) for use as a challenge strain in vaccine studies. These genes render the parasite susceptible to Ganciclovir (GCV) and 5-flurocytosine (5-FC). The dual drug sensitive strain of L. major was developed using gene targeting technology using a modified Herpes Simplex Virus thymidine kinase gene (hsv-tk) sensitive to Ganciclovir antibiotic and Saccharomyces cerevisae cytosine deaminase gene (cd sensitive to 5-flurocytosine) that were stably introduced into L. major chromosome. BALB/c mice inoculated with lmtkcd+/+ developed lesions which upon treatment with GCV and 5-FC completely healed. In the current study, the transgenic lmtkcd+/+strain was assessed as a live vaccine model to determine the time necessary to develop a protective immune response. C57BL/6 mice were inoculated with the transgenic lmtkcd+/+strain, and treated at the time of inoculation (day 0) or at day 8 after inoculation. Immunized animals were challenged with wild-type L. major, and complete protection was induced in mice that were treated at day 8. The results show that in contrast to leishmanization, in group of mice inoculated with a dual sensitive L. major development and persistence of lesion is not necessary to induce Th1 response and protection.


Asunto(s)
Leishmania major , Vacunas contra la Leishmaniasis , Leishmaniasis Cutánea , Organismos Modificados Genéticamente , Animales , Anticuerpos Antiprotozoarios/sangre , Antiprotozoarios/farmacología , Femenino , Flucitosina/farmacología , Ganciclovir/farmacología , Inmunoglobulina G/sangre , Leishmania major/efectos de los fármacos , Leishmania major/genética , Leishmania major/inmunología , Vacunas contra la Leishmaniasis/genética , Vacunas contra la Leishmaniasis/inmunología , Leishmaniasis Cutánea/inmunología , Leishmaniasis Cutánea/prevención & control , Ratones , Ratones Endogámicos C57BL , Organismos Modificados Genéticamente/genética , Organismos Modificados Genéticamente/inmunología , Carga de Parásitos
13.
BMC Med Genomics ; 6: 23, 2013 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-23809614

RESUMEN

BACKGROUND: End-stage renal failure is associated with profound changes in physiology and health, but the molecular causation of these pleomorphic effects termed "uremia" is poorly understood. The genomic changes of uremia were explored in a whole genome microarray case-control comparison of 95 subjects with end-stage renal failure (n = 75) or healthy controls (n = 20). METHODS: RNA was separated from blood drawn in PAXgene tubes and gene expression analyzed using Affymetrix Human Genome U133 Plus 2.0 arrays. Quality control and normalization was performed, and statistical significance determined with multiple test corrections (qFDR). Biological interpretation was aided by knowledge mining using NIH DAVID, MetaCore and PubGene RESULTS: Over 9,000 genes were differentially expressed in uremic subjects compared to normal controls (fold change: -5.3 to +6.8), and more than 65% were lower in uremia. Changes appeared to be regulated through key gene networks involving cMYC, SP1, P53, AP1, NFkB, HNF4 alpha, HIF1A, c-Jun, STAT1, STAT3 and CREB1. Gene set enrichment analysis showed that mRNA processing and transport, protein transport, chaperone functions, the unfolded protein response and genes involved in tumor genesis were prominently lower in uremia, while insulin-like growth factor activity, neuroactive receptor interaction, the complement system, lipoprotein metabolism and lipid transport were higher in uremia. Pathways involving cytoskeletal remodeling, the clathrin-coated endosomal pathway, T-cell receptor signaling and CD28 pathways, and many immune and biological mechanisms were significantly down-regulated, while the ubiquitin pathway and certain others were up-regulated. CONCLUSIONS: End-stage renal failure is associated with profound changes in human gene expression which appears to be mediated through key transcription factors. Dialysis and primary kidney disease had minor effects on gene regulation, but uremia was the dominant influence in the changes observed. This data provides important insight into the changes in cellular biology and function, opportunities for biomarkers of disease progression and therapy, and potential targets for intervention in uremia.


Asunto(s)
Biomarcadores/metabolismo , Perfilación de la Expresión Génica , Expresión Génica/fisiología , Fallo Renal Crónico/genética , Uremia/genética , Adolescente , Adulto , Anciano , Células Sanguíneas , Estudios de Casos y Controles , Femenino , Redes Reguladoras de Genes , Humanos , Masculino , Persona de Mediana Edad , Análisis de Secuencia por Matrices de Oligonucleótidos , Transducción de Señal , Adulto Joven
14.
PLoS Comput Biol ; 9(4): e1002963, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23592955

RESUMEN

Recent technical advances in the field of quantitative proteomics have stimulated a large number of biomarker discovery studies of various diseases, providing avenues for new treatments and diagnostics. However, inherent challenges have limited the successful translation of candidate biomarkers into clinical use, thus highlighting the need for a robust analytical methodology to transition from biomarker discovery to clinical implementation. We have developed an end-to-end computational proteomic pipeline for biomarkers studies. At the discovery stage, the pipeline emphasizes different aspects of experimental design, appropriate statistical methodologies, and quality assessment of results. At the validation stage, the pipeline focuses on the migration of the results to a platform appropriate for external validation, and the development of a classifier score based on corroborated protein biomarkers. At the last stage towards clinical implementation, the main aims are to develop and validate an assay suitable for clinical deployment, and to calibrate the biomarker classifier using the developed assay. The proposed pipeline was applied to a biomarker study in cardiac transplantation aimed at developing a minimally invasive clinical test to monitor acute rejection. Starting with an untargeted screening of the human plasma proteome, five candidate biomarker proteins were identified. Rejection-regulated proteins reflect cellular and humoral immune responses, acute phase inflammatory pathways, and lipid metabolism biological processes. A multiplex multiple reaction monitoring mass-spectrometry (MRM-MS) assay was developed for the five candidate biomarkers and validated by enzyme-linked immune-sorbent (ELISA) and immunonephelometric assays (INA). A classifier score based on corroborated proteins demonstrated that the developed MRM-MS assay provides an appropriate methodology for an external validation, which is still in progress. Plasma proteomic biomarkers of acute cardiac rejection may offer a relevant post-transplant monitoring tool to effectively guide clinical care. The proposed computational pipeline is highly applicable to a wide range of biomarker proteomic studies.


Asunto(s)
Biomarcadores/análisis , Proteínas Sanguíneas/análisis , Biología Computacional/métodos , Trasplante de Corazón , Proteómica/métodos , Calibración , Estudios de Cohortes , Ensayo de Inmunoadsorción Enzimática , Rechazo de Injerto , Insuficiencia Cardíaca/terapia , Humanos , Inflamación , Espectrometría de Masas , Proteoma/análisis
15.
J Proteomics ; 82: 179-92, 2013 Apr 26.
Artículo en Inglés | MEDLINE | ID: mdl-23466312

RESUMEN

Leishmaniasis, caused by infection with Leishmania, is a major public health concern affecting more than 20million people globally. Leishmania has a digenetic lifecycle consisting of an extracellular flagellated promastigote, adapted to live in the mid-gut of the sand fly host and an aflagellated intracellular amastigote that resides within the macrophage of the mammalian host. Leishmania mexicana and Leishmania infantum are causative agents of cutaneous and visceral leishmaniasis, respectively. Membrane proteins play a pivotal role in host-pathogen interactions and in regulatory pathways. As the genome of Leishmania is essentially constitutively expressed, regulation of protein expression during differentiation occurs post-transcriptionally and/or post-translationally. Quantitative mass spectrometry using iTRAQ labeling identified differences in the proteomes of density gradient separated membranous fractions of promastigote and amastigote life-stages. We identified 189 L. infantum and 107 L. mexicana non-redundant proteins of which 20-40% showed differential expression levels between promastigote and amastigote lifecycle stages. Differentially expressed proteins mapped to several pathways including cell motility, metabolism, and infectivity as well as virulence factors such as eEF-1α, amastin and leishmanolysin (GP63). Western blot analysis validated iTRAQ quantitation for leishmanolysin. Focusing on differentially expressed proteins essential for pathogenesis, may ultimately lead to the identification of novel potential therapeutic targets. BIOLOGICAL SIGNIFICANCE: Leishmania, protozoan parasites of the Trypanosomatidae family, are the causative agents of leishmaniasis that represents a major public health concern affecting more than 20million people globally Membrane associated proteins play a pivotal role in host-pathogen interactions and in regulatory pathways. Quantitative proteomic analysis of the membranous fractions from L. mexicana and L. infantum (causative agents of cutaneous and visceral leishmaniasis, respectively) identified a number of proteins that may have important stage-specific functions in either the sand fly or mammalian host. The function of these proteins includes roles in virulence, as well as differences in metabolic process between life stages. Many of the proteins identified may act as virulence factors playing significant roles in parasite invasion, host-parasite interaction or parasite survival and thus may have therapeutic potential as drug target candidates.


Asunto(s)
Leishmania infantum/metabolismo , Leishmania mexicana/metabolismo , Proteoma/metabolismo , Proteómica/métodos , Proteínas Protozoarias/metabolismo , Humanos , Leishmaniasis Cutánea/metabolismo , Leishmaniasis Visceral/metabolismo , Especificidad de la Especie
16.
BMC Bioinformatics ; 13: 326, 2012 Dec 08.
Artículo en Inglés | MEDLINE | ID: mdl-23216969

RESUMEN

BACKGROUND: Biomarker panels derived separately from genomic and proteomic data and with a variety of computational methods have demonstrated promising classification performance in various diseases. An open question is how to create effective proteo-genomic panels. The framework of ensemble classifiers has been applied successfully in various analytical domains to combine classifiers so that the performance of the ensemble exceeds the performance of individual classifiers. Using blood-based diagnosis of acute renal allograft rejection as a case study, we address the following question in this paper: Can acute rejection classification performance be improved by combining individual genomic and proteomic classifiers in an ensemble? RESULTS: The first part of the paper presents a computational biomarker development pipeline for genomic and proteomic data. The pipeline begins with data acquisition (e.g., from bio-samples to microarray data), quality control, statistical analysis and mining of the data, and finally various forms of validation. The pipeline ensures that the various classifiers to be combined later in an ensemble are diverse and adequate for clinical use. Five mRNA genomic and five proteomic classifiers were developed independently using single time-point blood samples from 11 acute-rejection and 22 non-rejection renal transplant patients. The second part of the paper examines five ensembles ranging in size from two to 10 individual classifiers. Performance of ensembles is characterized by area under the curve (AUC), sensitivity, and specificity, as derived from the probability of acute rejection for individual classifiers in the ensemble in combination with one of two aggregation methods: (1) Average Probability or (2) Vote Threshold. One ensemble demonstrated superior performance and was able to improve sensitivity and AUC beyond the best values observed for any of the individual classifiers in the ensemble, while staying within the range of observed specificity. The Vote Threshold aggregation method achieved improved sensitivity for all 5 ensembles, but typically at the cost of decreased specificity. CONCLUSION: Proteo-genomic biomarker ensemble classifiers show promise in the diagnosis of acute renal allograft rejection and can improve classification performance beyond that of individual genomic or proteomic classifiers alone. Validation of our results in an international multicenter study is currently underway.


Asunto(s)
Biomarcadores/análisis , Genómica/métodos , Rechazo de Injerto/diagnóstico , Trasplante de Riñón , Proteómica/métodos , Enfermedad Aguda , Algoritmos , Área Bajo la Curva , Biomarcadores/sangre , Femenino , Rechazo de Injerto/sangre , Rechazo de Injerto/clasificación , Humanos , Masculino , Sensibilidad y Especificidad
17.
Future Microbiol ; 7(9): 1047-59, 2012 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-22953706

RESUMEN

Leishmaniasis is one of the major neglected tropical diseases of the world. It is present in 88 countries with an estimated number of 500,000 cases of visceral leishmaniasis and 1.5 million cases of cutaneous disease. No effective vaccinations are available against leishmaniasis and the efficacy of existing treatments is compromised due to the emergence of drug resistance. Thus, there is an urgent need to develop new compounds with antileishmanial activity. Antimicrobial peptides have potential as novel antileishmanial therapy, either for use alone or in combination with current drug regimens. The modes of action of these peptides against Leishmania includes: membrane disruption leading to necrotic cell death; induction of apoptosis; binding to intracellular target(s); and indirect effects via immunomodulation of host immune cells. This article reviews the mechanisms of action of antimicrobial peptides with leishmanicidal activity.


Asunto(s)
Péptidos Catiónicos Antimicrobianos/farmacología , Antiprotozoarios/farmacología , Leishmania/efectos de los fármacos , Animales , Péptidos Catiónicos Antimicrobianos/química , Antiprotozoarios/química , Apoptosis , Membrana Celular/efectos de los fármacos , Humanos , Inmunomodulación , Leishmaniasis/tratamiento farmacológico , Leishmaniasis/inmunología , Leishmaniasis/parasitología
18.
J Leukoc Biol ; 91(6): 887-99, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22442494

RESUMEN

Evasion or subversion of host immune responses is a well-established paradigm in infection with visceralizing leishmania. In this review, we summarize current findings supporting a model in which leishmania target host regulatory molecules and pathways, such as the PTP SHP-1 and the PI3K/Akt signaling cascade, to prevent effective macrophage activation. Furthermore, we describe how virulence factors, secreted by leishmania, interfere with macrophage intracellular signaling. Finally, we discuss mechanisms of secretion and provide evidence that leishmania use a remarkably adept, exosome-based secretion mechanism to export and deliver effector molecules to host cells. In addition to representing a novel mechanism for trafficking of virulence factors across membranes, recent findings indicate that leishmania exosomes may have potential as vaccine candidates.


Asunto(s)
Leishmania donovani/inmunología , Leishmaniasis Visceral/inmunología , Proteínas Protozoarias/inmunología , Transducción de Señal/inmunología , Factores de Virulencia/inmunología , Animales , Humanos , Leishmania donovani/metabolismo , Leishmaniasis Visceral/metabolismo , Fosfatidilinositol 3-Quinasas/inmunología , Fosfatidilinositol 3-Quinasas/metabolismo , Transporte de Proteínas/inmunología , Proteína Tirosina Fosfatasa no Receptora Tipo 6/inmunología , Proteína Tirosina Fosfatasa no Receptora Tipo 6/metabolismo , Proteínas Proto-Oncogénicas c-akt/inmunología , Proteínas Proto-Oncogénicas c-akt/metabolismo , Proteínas Protozoarias/metabolismo , Factores de Virulencia/metabolismo
19.
PLoS Negl Trop Dis ; 5(5): e1141, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21655347

RESUMEN

BACKGROUND: Protozoan parasites, such as Leishmania, still pose an enormous public health problem in many countries throughout the world. Current measures are outdated and have some associated drug resistance, prompting the search into novel therapies. Several innovative approaches are under investigation, including the utilization of host defence peptides (HDPs) as emerging anti-parasitic therapies. HDPs are characterised by their small size, amphipathic nature and cationicity, which induce permeabilization of cell membranes, whilst modulating the immune response of the host. Recently, members of the cathelicidin family of HDPs have demonstrated significant antimicrobial activities against various parasites including Leishmania. The cathelicidin bovine myeloid antimicrobial peptide 28 (BMAP-28) has broad antimicrobial activities and confers protection in animal models of bacterial infection or sepsis. We tested the effectiveness of the use of BMAP-28 and two of its isomers the D-amino acid form (D-BMAP-28) and the retro-inverso form (RI-BMAP-28), as anti-leishmanial agents against the promastigote and amastigote intracellular Leishmania major lifecycle stages. METHODOLOGY/PRINCIPAL FINDINGS: An MTS viability assay was utilized to show the potent antiparasitic activity of BMAP-28 and its protease resistant isomers against L. major promastigotes in vitro. Cell membrane permeability assays, caspase 3/7, Tunel assays and morphologic studies suggested that this was a late stage apoptotic cell death with early osmotic cell lysis caused by the antimicrobial peptides. Furthermore, BMAP-28 and its isomers demonstrated anti-leishmanial activities against intracellular amastigotes within a macrophage infection model. CONCLUSIONS/SIGNIFICANCE: Interestingly, D-BMAP-28 appears to be the most potent antiparasitic of the three isomers against wild type L. major promastigotes and amastigotes. These exciting results suggest that BMAP-28 and its protease resistant isomers have significant therapeutic potential as novel anti-leishmanials.


Asunto(s)
Antiprotozoarios/farmacología , Leishmania major/efectos de los fármacos , Metaloendopeptidasas/metabolismo , Viabilidad Microbiana , Proteínas/farmacología , Animales , Apoptosis , Humanos , Isomerismo , Leishmania major/crecimiento & desarrollo , Leishmania major/fisiología , Macrófagos/inmunología , Macrófagos/parasitología , Ratones , Ratones Endogámicos BALB C , Proteínas/química
20.
Cell Microbiol ; 13(6): 913-23, 2011 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21501359

RESUMEN

Cathelicidin-type antimicrobial peptides (CAMP) are important mediators of innate immunity against microbial pathogens acting through direct interaction with and disruption of microbial membranes and indirectly through modulation of host cell migration and activation. Using a mouse knock-out model in CAMP we studied the role of this host peptide in control of dissemination of cutaneous infection by the parasitic protozoan Leishmania. The presence of pronounced host inflammatory infiltration in lesions and lymph nodes of infected animals was CAMP-dependent. Lack of CAMP expression was associated with higher levels of IL-10 receptor expression in bone marrow, splenic and lymph node macrophages as well as higher anti-inflammatory IL-10 production by bone marrow macrophages and spleen cells but reduced production of the pro-inflammatory cytokines IL-12 and IFN-γ by lymph nodes. Unlike wild-type mice, local lesions were exacerbated and parasites were found largely disseminated in CAMP knockouts. Infection of CAMP knockouts with parasite mutants lacking the surface metalloprotease virulence determinant resulted in more robust disseminated infection than in control animals suggesting that CAMP activity is negatively regulated by parasite surface proteolytic activity. This correlated with the ability of the protease to degrade CAMP in vitro and co-localization of CAMP with parasites within macrophages. Our results highlight the interplay of antimicrobial peptides and Leishmania that influence the host immune response and the outcome of infection.


Asunto(s)
Catelicidinas/inmunología , Leishmania/inmunología , Leishmaniasis Cutánea/inmunología , Animales , Péptidos Catiónicos Antimicrobianos , Catelicidinas/deficiencia , Citocinas/metabolismo , Inflamación/inmunología , Inflamación/patología , Leishmaniasis Cutánea/patología , Ganglios Linfáticos/inmunología , Macrófagos/inmunología , Ratones , Ratones Endogámicos BALB C , Ratones Noqueados , Modelos Biológicos , Bazo/inmunología
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