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2.
Hemodial Int ; 27(2): 165-173, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36757059

RESUMEN

INTRODUCTION: Inadequate predialysis care and education impacts the selection of a dialysis modality and is associated with adverse clinical outcomes. Transitional care units (TCUs) aim to meet the unmet educational needs of incident dialysis patients, but their impact beyond increasing home dialysis utilization has been incompletely characterized. METHODS: This retrospective study included adults initiating in-center hemodialysis at a TCU, matched to controls (1:4) with no TCU history initiating in-center hemodialysis. Patients were followed for up to 14 months. TCUs are dedicated spaces where staff provide personalized education and as-needed adjustments to dialysis prescriptions. For many patients, therapy was initiated with four to five weekly dialysis sessions, with at least some sessions delivered by home dialysis machines. Outcomes included survival, first hospitalization, transplant waiting-list status, post-TCU dialysis modality, and vascular access type. FINDINGS: The study included 724 patients initiating dialysis across 48 TCUs, with 2892 well-matched controls. At the end of 14 months, patients initiating dialysis in a TCU were significantly more likely to be referred and/or wait-listed for a kidney transplant than controls (57% vs. 42%; p < 0.0001). Initiation of dialysis at a TCU was also associated with significantly lower rates of receiving in-center hemodialysis at 14 months (74% vs. 90%; p < 0.0001) and higher rates of arteriovenous access (70% vs. 63%; p = 0.003). Although not statistically significant, TCU patients were more likely to survive and less likely to be hospitalized during follow-up than controls. DISCUSSION: Although TCUs are sometimes viewed as only a means for enhancing utilization of home dialysis, patients attending TCUs exhibited more favorable outcomes across all endpoints. In addition to being 2.5-fold more likely to receive home dialysis, TCU patients were 42% more likely to be referred for transplantation. Our results support expanding utilization of TCUs for patients with inadequate predialysis support.


Asunto(s)
Fallo Renal Crónico , Cuidado de Transición , Adulto , Humanos , Diálisis Renal/métodos , Puntaje de Propensión , Estudios Retrospectivos , Hemodiálisis en el Domicilio , Fallo Renal Crónico/terapia
3.
Arthritis Rheumatol ; 75(5): 723-735, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36245261

RESUMEN

OBJECTIVE: Systemic lupus erythematosus (SLE) is marked by immune dysregulation linked to varied clinical disease activity. Using a unique longitudinal cohort of SLE patients, this study sought to identify optimal immune mediators informing an empirically refined flare risk index (FRI) reflecting altered immunity prior to clinical disease flare. METHODS: Thirty-seven SLE-associated plasma mediators were evaluated by microfluidic immunoassay in 46 samples obtained in SLE patients with an imminent clinical disease flare (preflare) and 53 samples obtained in SLE patients without a flare over a corresponding period (pre-nonflare). SLE patients were selected from a unique longitudinal cohort of 106 patients with classified SLE (meeting the American College of Rheumatology 1997 revised criteria for SLE or the Systemic Lupus International Collaborating Clinics 2012 revised criteria for SLE). Autoantibody specificities, hybrid SLE Disease Activity Index (hSLEDAI) scores, clinical features, and medication usage were also compared at preflare (mean ± SD 111 ± 47 days prior to flare) versus pre-nonflare (99 ± 21 days prior to nonflare) time points. Variable importance was determined by random forest analysis with logistic regression subsequently applied to determine the optimal number and type of analytes informing a refined FRI. RESULTS: Preflare versus pre-nonflare differences were not associated with demographics, autoantibody specificities, hSLEDAI scores, clinical features, nor medication usage. Forward selection and backward elimination of mediators ranked by variable importance resulted in 17 plasma mediator candidates differentiating preflare from pre-nonflare visits. A final combination of 11 mediators best informed a newly refined FRI, which achieved a maximum sensitivity of 97% and maximum specificity of 98% after applying decision curve analysis to define low, medium, and high FRI scores. CONCLUSION: We verified altered immune mediators associated with imminent disease flare, and a subset of these mediators improved the FRI to identify SLE patients at risk of imminent flare. This molecularly informed, proactive management approach could be critical in prospective clinical trials and the clinical management of lupus.


Asunto(s)
Factores Inmunológicos , Lupus Eritematoso Sistémico , Humanos , Estudios Prospectivos , Brote de los Síntomas , Factores Inmunológicos/uso terapéutico , Autoanticuerpos , Índice de Severidad de la Enfermedad
5.
Nat Commun ; 11(1): 3548, 2020 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-32669541

RESUMEN

Congenital CMV infection (cCMVi) affects 0.5-1% of all live births worldwide, making it the leading cause of sensorineural hearing loss (SNHL) in childhood. The majority of infants with cCMVi have normal hearing at birth, but are at risk of developing late-onset SNHL. Currently, we lack reliable biomarkers to predict the development of SNHL in these infants. Here, we evaluate blood transcriptional profiles in 80 infants with cCMVi (49 symptomatic, 31 asymptomatic), enrolled in the first 3 weeks of life, and followed for 3 years to assess emergence of late-onset SNHL. The biosignatures of symptomatic and asymptomatic cCMVi are indistinguishable, suggesting that immune responses of infants with asymptomatic and symptomatic cCMVi are not different. Random forest analyses of initial samples in infants with cCMVi, irrespective of their clinical classification, identify a 16-gene classifier signature associated with the development of SNHL with 92% accuracy, suggesting its potential value as a biomarker.


Asunto(s)
Infecciones por Citomegalovirus/sangre , Citomegalovirus/inmunología , Perfilación de la Expresión Génica , Regulación de la Expresión Génica/inmunología , Pérdida Auditiva Sensorineural/epidemiología , Infecciones Asintomáticas , Biomarcadores/sangre , Estudios de Casos y Controles , Preescolar , Citomegalovirus/aislamiento & purificación , Infecciones por Citomegalovirus/complicaciones , Infecciones por Citomegalovirus/congénito , Infecciones por Citomegalovirus/virología , Femenino , Pérdida Auditiva Sensorineural/genética , Pérdida Auditiva Sensorineural/inmunología , Pérdida Auditiva Sensorineural/virología , Interacciones Huésped-Patógeno/genética , Interacciones Huésped-Patógeno/inmunología , Humanos , Lactante , Recién Nacido , Estudios Longitudinales , Masculino , Estudios Prospectivos , Medición de Riesgo/métodos , Transcriptoma/genética
6.
J Exp Med ; 216(5): 1154-1169, 2019 05 06.
Artículo en Inglés | MEDLINE | ID: mdl-30962246

RESUMEN

Systemic lupus erythematosus carries an increased risk of pregnancy complications, including preeclampsia and fetal adverse outcomes. To identify the underlying molecular mechanisms, we longitudinally profiled the blood transcriptome of 92 lupus patients and 43 healthy women during pregnancy and postpartum and performed multicolor flow cytometry in a subset of them. We also profiled 25 healthy women undergoing assisted reproductive technology to monitor transcriptional changes around embryo implantation. Sustained down-regulation of multiple immune signatures, including interferon and plasma cells, was observed during healthy pregnancy. These changes appeared early after embryo implantation and were mirrored in uncomplicated lupus pregnancies. Patients with preeclampsia displayed early up-regulation of neutrophil signatures that correlated with expansion of immature neutrophils. Lupus pregnancies with fetal complications carried the highest interferon and plasma cell signatures as well as activated CD4+ T cell counts. Thus, blood immunomonitoring reveals that both healthy and uncomplicated lupus pregnancies exhibit early and sustained transcriptional modulation of lupus-related signatures, and a lack thereof associates with adverse outcomes.


Asunto(s)
Lupus Eritematoso Sistémico/sangre , Lupus Eritematoso Sistémico/genética , Complicaciones del Embarazo/sangre , Complicaciones del Embarazo/genética , Transcriptoma , Adulto , Biomarcadores , Implantación del Embrión/genética , Femenino , Humanos , Estudios Longitudinales , Preeclampsia/genética , Embarazo , Estudios Prospectivos , RNA-Seq
7.
Cancer Res ; 78(18): 5243-5258, 2018 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-30012670

RESUMEN

Inflammation affects tumor immune surveillance and resistance to therapy. Here, we show that production of IL1ß in primary breast cancer tumors is linked with advanced disease and originates from tumor-infiltrating CD11c+ myeloid cells. IL1ß production is triggered by cancer cell membrane-derived TGFß. Neutralizing TGFß or IL1 receptor prevents breast cancer progression in humanized mouse model. Patients with metastatic HER2- breast cancer display a transcriptional signature of inflammation in the blood leukocytes, which is attenuated after IL1 blockade. When present in primary breast cancer tumors, this signature discriminates patients with poor clinical outcomes in two independent public datasets (TCGA and METABRIC).Significance: IL1ß orchestrates tumor-promoting inflammation in breast cancer and can be targeted in patients using an IL1 receptor antagonist. Cancer Res; 78(18); 5243-58. ©2018 AACRSee related commentary by Dinarello, p. 5200.


Asunto(s)
Neoplasias de la Mama/metabolismo , Regulación Neoplásica de la Expresión Génica , Proteína Antagonista del Receptor de Interleucina 1/metabolismo , Interleucina-1beta/metabolismo , Transcripción Genética , Animales , Neoplasias de la Mama/tratamiento farmacológico , Antígeno CD11c/metabolismo , Capecitabina/administración & dosificación , Línea Celular Tumoral , Membrana Celular/metabolismo , Femenino , Furanos/administración & dosificación , Humanos , Inflamación , Proteína Antagonista del Receptor de Interleucina 1/administración & dosificación , Cetonas/administración & dosificación , Leucocitos Mononucleares/citología , Macrófagos/metabolismo , Ratones , Ratones SCID , Células Mieloides/metabolismo , Metástasis de la Neoplasia , Trasplante de Neoplasias , Paclitaxel/administración & dosificación , Proyectos Piloto , Factor de Crecimiento Transformador beta/metabolismo
8.
J Inherit Metab Dis ; 41(5): 877-883, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29110179

RESUMEN

BACKGROUND: Adult polyglucosan body disease (APBD) is a progressive neurometabolic disorder caused by a deficiency of glycogen branching enzyme. We tested the efficacy of triheptanoin as a therapy for patients with APBD based on the hypothesis that decreased glycogen degradation leads to brain energy deficit. METHODS AND RESULTS: This was a two-site, randomized crossover trial of 23 patients (age 35-73 years; 63% men) who received triheptanoin or vegetable oil as placebo. The trial took place over 1 year and was followed by a 4-year open-label phase. Generalized linear mixed models were used to analyze this study. At baseline, using the 6-min walk test, patients could walk a mean of 389 ± 164 m (range 95-672; n = 19), highlighting the great clinical heterogeneity of our cohort. The overall mean difference between patients on triheptanoin versus placebo was 6 m; 95% confidence interval (CI) -11 to 22; p = 0.50. Motion capture gait analysis, gait quality, and stair climbing showed no consistent direction of change. All secondary endpoints were statistically nonsignificant after false discovery rate adjustment. Triheptanoin was safe and generally well tolerated. During the open-label phase of the study, the most affected patients at baseline kept deteriorating while mildly disabled patients remained notably stable up to 4 years. CONCLUSIONS: We cannot conclude that triheptanoin was effective in the treatment of APBD over a 6-month period, but we found it had a good safety profile. This study also emphasizes the difficulty of conducting trials in very rare diseases presenting with a wide clinical heterogeneity. ClinicalTrials.gov Identifier: NCT00947960.


Asunto(s)
Enfermedad del Almacenamiento de Glucógeno/tratamiento farmacológico , Enfermedades del Sistema Nervioso/tratamiento farmacológico , Triglicéridos/uso terapéutico , Caminata , Adulto , Anciano , Estudios Cruzados , Evaluación de la Discapacidad , Método Doble Ciego , Femenino , Humanos , Masculino , Persona de Mediana Edad , Análisis de Regresión , Resultado del Tratamiento , Prueba de Paso
9.
Am J Med ; 130(11): e487-e489, 2017 11.
Artículo en Inglés | MEDLINE | ID: mdl-28797645

RESUMEN

BACKGROUND: On a daily basis, healthcare providers, especially those dealing with terminally ill patients, such as hospice workers, witness how advance directives help ensure the wishes of patients. They also witness the deleterious consequences when patients fail to document the care they desire at their end of life. To the best of our knowledge there are no data concerning the prevalence of advance directives among hospice healthcare providers. We therefore explored the prevalence and factors influencing completion rates in a survey of hospice healthcare providers. METHODS: Surveys that included 32 items to explore completion rates, as well as barriers, knowledge, and demographics, were e-mailed to 2097 healthcare providers, including employees and volunteers, at a nonprofit hospice. RESULTS: Of 890 respondents, 44% reported having completed an advance directive. Ethnicity, age, relationship status, and perceived knowledge were all significant factors influencing the completion rates, whereas years of experience or working directly with patients had no effect. Procrastination, fear of the subject, and costs were common reasons reported as barriers. Upon completion of the survey, 43% said they will now complete an advance directive, and 45% will talk to patients and families about their wishes. CONCLUSION: The majority of hospice healthcare providers have not completed an advance directive. These results are very similar to those for other healthcare providers treating patients with terminal diseases, specifically oncologists. Because, at completion, 43% said that they would now complete an advance directive, such a survey of healthcare providers may help increase completion rates.


Asunto(s)
Directivas Anticipadas , Enfermedad Crítica , Personal de Salud , Cuidados Paliativos al Final de la Vida , Adulto , Directivas Anticipadas/etnología , Directivas Anticipadas/psicología , Directivas Anticipadas/estadística & datos numéricos , Toma de Decisiones Clínicas , Barreras de Comunicación , Enfermedad Crítica/psicología , Enfermedad Crítica/terapia , Demografía , Femenino , Encuestas de Atención de la Salud , Personal de Salud/psicología , Personal de Salud/estadística & datos numéricos , Cuidados Paliativos al Final de la Vida/métodos , Cuidados Paliativos al Final de la Vida/psicología , Cuidados Paliativos al Final de la Vida/estadística & datos numéricos , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Relaciones Profesional-Paciente , Estados Unidos/epidemiología
10.
PLoS One ; 11(10): e0162220, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27706152

RESUMEN

BACKGROUND: Mycobacterium tuberculosis infection is a leading cause of infectious death worldwide. Gene-expression microarray studies profiling the blood transcriptional response of tuberculosis (TB) patients have been undertaken in order to better understand the host immune response as well as to identify potential biomarkers of disease. To date most of these studies have focused on pulmonary TB patients with gene-expression profiles of extra-pulmonary TB patients yet to be compared to those of patients with pulmonary TB or sarcoidosis. METHODS: A novel cohort of patients with extra-pulmonary TB and sarcoidosis was recruited and the transcriptional response of these patients compared to those with pulmonary TB using a variety of transcriptomic approaches including testing a previously defined 380 gene meta-signature of active TB. RESULTS: The 380 meta-signature broadly differentiated active TB from healthy controls in this new dataset consisting of pulmonary and extra-pulmonary TB. The top 15 genes from this meta-signature had a lower sensitivity for differentiating extra-pulmonary TB from healthy controls as compared to pulmonary TB. We found the blood transcriptional responses in pulmonary and extra-pulmonary TB to be heterogeneous and to reflect the extent of symptoms of disease. CONCLUSIONS: The transcriptional signature in extra-pulmonary TB demonstrated heterogeneity of gene expression reflective of symptom status, while the signature of pulmonary TB was distinct, based on a higher proportion of symptomatic individuals. These findings are of importance for the rational design and implementation of mRNA based TB diagnostics.


Asunto(s)
Transcriptoma , Tuberculosis Pulmonar/diagnóstico , Tuberculosis/diagnóstico , Recuento de Células Sanguíneas , Estudios de Casos y Controles , Estudios de Cohortes , Femenino , Perfilación de la Expresión Génica , Humanos , Masculino , Mycobacterium tuberculosis/aislamiento & purificación , Sarcoidosis/diagnóstico , Sarcoidosis/genética , Sarcoidosis/metabolismo , Tuberculosis/genética , Tuberculosis/metabolismo , Tuberculosis Pulmonar/genética , Tuberculosis Pulmonar/metabolismo , Regulación hacia Arriba
13.
Cell ; 165(3): 551-65, 2016 Apr 21.
Artículo en Inglés | MEDLINE | ID: mdl-27040498

RESUMEN

Systemic lupus erythematosus (SLE) is an autoimmune disease characterized by loss of tolerance to nucleic acids and highly diverse clinical manifestations. To assess its molecular heterogeneity, we longitudinally profiled the blood transcriptome of 158 pediatric patients. Using mixed models accounting for repeated measurements, demographics, treatment, disease activity (DA), and nephritis class, we confirmed a prevalent IFN signature and identified a plasmablast signature as the most robust biomarker of DA. We detected gradual enrichment of neutrophil transcripts during progression to active nephritis and distinct signatures in response to treatment in different nephritis subclasses. Importantly, personalized immunomonitoring uncovered individual correlates of disease activity that enabled patient stratification into seven groups, supported by patient genotypes. Our study uncovers the molecular heterogeneity of SLE and provides an explanation for the failure of clinical trials. This approach may improve trial design and implementation of tailored therapies in genetically and clinically complex autoimmune diseases. PAPERCLIP.


Asunto(s)
Lupus Eritematoso Sistémico/genética , Adolescente , Niño , Femenino , Humanos , Estudios Longitudinales , Lupus Eritematoso Sistémico/inmunología , Lupus Eritematoso Sistémico/patología , Lupus Eritematoso Sistémico/terapia , Nefritis Lúpica/genética , Nefritis Lúpica/inmunología , Neutrófilos/inmunología , Polimorfismo de Nucleótido Simple , Medicina de Precisión , Transcriptoma
14.
Neurol Genet ; 2(2): e55, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-27123474

RESUMEN

OBJECTIVE: To describe the long-term follow-up and distinct phenotype of a large cohort of patients with Gaucher disease type 3 on enzyme replacement therapy (ERT) in Egypt. METHODS: A prospective cohort study of 78 patients on ERT who were followed for up to 9 years with yearly evaluations that included EEG and cognitive testing. RESULTS: Of the patients, 73% were homozygous for the L444P GBA1 mutation; all but 7 were neurologically symptomatic. Supranuclear gaze palsy with variable but stable cognitive function was present in 91% of patients. Convergent strabismus and bulbar dysfunction were noted in 22% and 37%, respectively. Features of oppositional defiant disorder were present in 54% of patients. Twenty-three patients (30%) developed seizures while on ERT for 1-9 years. Of those, 12 patients (15%) died suddenly and unexpectedly at a mean age of 6.7 ± 5.0 years (range 1.5-18). Sudden death was usually associated with a seizure disorder or a terminal seizure, but 7 of 12 patients had a preceding normal EEG. An additional 11% had background slowing or epileptogenic activity on EEG without clinical seizures. There were 3 familial cases of sudden unexpected death. CONCLUSIONS: Despite having the most common GBA1 genotype known to be associated with neuronopathic Gaucher disease, patients with Gaucher disease type 3 in Egypt have a phenotype and a clinical outcome on ERT that are very different from those observed in other populations. Identifying putative modifying genes of this ethnic group is likely to lead to better therapy for neuronopathic Gaucher disease generally.

15.
J Allergy Clin Immunol ; 137(4): 1206-1215.e6, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26542033

RESUMEN

BACKGROUND: Common variable immunodeficiency (CVID) is an antibody deficiency treated with immunoglobulin; however, patients can have noninfectious inflammatory conditions that lead to heightened morbidity and mortality. OBJECTIVES: Modular analyses of RNA transcripts in whole blood previously identified an upregulation of many interferon-responsive genes. In this study we sought the cell populations leading to this signature. METHODS: Lymphoid cells were measured in peripheral blood of 55 patients with CVID (31 with and 24 without inflammatory/autoimmune complications) by using mass cytometry and flow cytometry. Surface markers, cytokines, and transcriptional characteristics of sorted innate lymphoid cells (ILCs) were defined by using quantitative PCR. Gastrointestinal and lung biopsy specimens of subjects with inflammatory disease were stained to seek ILCs in tissues. RESULTS: The linage-negative, CD127(+), CD161(+) lymphoid population containing T-box transcription factor, retinoic acid-related orphan receptor (ROR) γt, IFN-γ, IL-17A, and IL-22, all hallmarks of type 3 innate lymphoid cells, were expanded in the blood of patients with CVID with inflammatory conditions (mean, 3.7% of PBMCs). ILCs contained detectable amounts of the transcription factors inhibitor of DNA binding 2, T-box transcription factor, and RORγt and increased mRNA transcripts for IL-23 receptor (IL-23R) and IL-26, demonstrating inflammatory potential. In gastrointestinal and lung biopsy tissues of patients with CVID, numerous IFN-γ(+)RORγt(+)CD3(-) cells were identified, suggesting a role in these mucosal inflammatory states. CONCLUSIONS: An expansion of this highly inflammatory ILC population is a characteristic of patients with CVID with inflammatory disease; ILCs and the interferon signature are markers for the uncontrolled inflammatory state in these patients.


Asunto(s)
Inmunodeficiencia Variable Común/inmunología , Linfocitos/inmunología , Adolescente , Adulto , Anciano , Biomarcadores/metabolismo , Biopsia , Inmunodeficiencia Variable Común/patología , Citocinas/metabolismo , Ensayo de Inmunoadsorción Enzimática , Femenino , Citometría de Flujo , Humanos , Intestinos/inmunología , Intestinos/patología , Pulmón/inmunología , Pulmón/patología , Linfocitos/metabolismo , Masculino , Persona de Mediana Edad , Reacción en Cadena en Tiempo Real de la Polimerasa , Adulto Joven
16.
Clin Immunol ; 161(2): 270-7, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26341315

RESUMEN

The breakdown of immune tolerance against islet antigens causes type 1 diabetes (T1D). The antigens associated with adult-onset T1D (AT1D) remain largely undefined. It is possible that AT1D patients display a unique type of CD4(+) T cells specific for a certain islet antigen. Here we analyzed the cytokine production profiles of CD4(+) helper T (Th) cells that are specific for three islet antigens; GAD65, preproinsulin, and IGRP in patients with AT1D, juvenile-onset T1D (JT1D), and age-, gender- and human leukocyte antigen (HLA)-matched control adults. While IGRP-specific Th cells in AT1D patients were dominantly Th1 cells, IGRP-specific Th cells in control adults and JT1D patients were dominantly Th2 and T regulatory type 1 (Tr1) cells. Notably, the frequency of IGRP-specific Tr1 cells was significantly lower in AT1D patients than in control adults and JT1D patients. In conclusion, our study suggests that IGRP-specific Th cells play a unique pathogenic role in AT1D.


Asunto(s)
Diabetes Mellitus Tipo 1/inmunología , Glucosa-6-Fosfatasa/inmunología , Linfocitos T Colaboradores-Inductores/inmunología , Linfocitos T Reguladores/inmunología , Adulto , Edad de Inicio , Secuencia de Aminoácidos , Linfocitos T CD4-Positivos/inmunología , Linfocitos T CD4-Positivos/metabolismo , Células Cultivadas , Citocinas/inmunología , Citocinas/metabolismo , Diabetes Mellitus Tipo 1/sangre , Femenino , Glucosa-6-Fosfatasa/metabolismo , Glutamato Descarboxilasa/inmunología , Glutamato Descarboxilasa/metabolismo , Humanos , Insulina/inmunología , Insulina/metabolismo , Islotes Pancreáticos/inmunología , Masculino , Persona de Mediana Edad , Datos de Secuencia Molecular , Precursores de Proteínas/inmunología , Precursores de Proteínas/metabolismo , Subgrupos de Linfocitos T/inmunología , Subgrupos de Linfocitos T/metabolismo , Linfocitos T Colaboradores-Inductores/metabolismo , Linfocitos T Reguladores/metabolismo , Células TH1/inmunología , Células TH1/metabolismo
17.
BMC Bioinformatics ; 16: 272, 2015 Aug 28.
Artículo en Inglés | MEDLINE | ID: mdl-26316107

RESUMEN

BACKGROUND: Gene set analysis (GSA) of gene expression data can be highly powerful when the biological signal is weak compared to other sources of variability in the data. However, many gene set analysis approaches utilize permutation tests which are not appropriate for complex study designs. For example, the correlation of subjects is broken when comparing time points within a longitudinal study. Linear mixed models provide a method to analyze longitudinal studies as well as adjust for potential confounding factors and account for sources of variability that are not of primary interest. Currently, there are no known gene set analysis approaches that fully account for these study design and analysis aspects. In order to do so, we generalize the QuSAGE gene set analysis algorithm, denoted Q-Gen, and provide the necessary estimation adjustments to incorporate linear mixed model analyses. RESULTS: We assessed the performance of our generalized method in comparison to the original QuSAGE method in settings such as longitudinal repeated measures analysis and accounting for potential confounders. We demonstrate that the original QuSAGE method can not control for type-I error when these complexities exist. In addition to statistical appropriateness, analysis of a longitudinal influenza study suggests Q-Gen can allow for greater sensitivity when exploring a large number of gene sets. CONCLUSIONS: Q-Gen is an extension to the gene set analysis method of QuSAGE, and allows for linear mixed models to be applied appropriately within a gene set analysis framework. It provides GSA an added layer of flexibility that was not currently available. This flexibility allows for more appropriate statistical modeling of complex data structures that are inherent to many microarray study designs and can provide more sensitivity.


Asunto(s)
Algoritmos , Genómica/métodos , Factores de Edad , Femenino , Expresión Génica , Humanos , Subtipo H3N2 del Virus de la Influenza A/patogenicidad , Gripe Humana/metabolismo , Gripe Humana/patología , Gripe Humana/virología , Modelos Lineales , Estudios Longitudinales , Masculino , Factores Sexuales
18.
J Inherit Metab Dis ; 38(6): 1129-36, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-25900714

RESUMEN

OBJECTIVES: To test the hypothesis that more frequent enzyme replacement therapy (ERT) slows the decline in kidney function in adult patients with Fabry disease. METHODS: A single center open label 10-year prospective clinical trial of 12 patients with advanced Fabry disease who, after having experienced an ongoing decline in renal function after 2-4 years of receiving ERT at the approved dose of 0.2 mg/kg agalsidase alfa every other week (EOW), were switched to weekly (EW) ERT at the same dose. We used linear regression to fit each individual patient's longitudinal estimated glomerular filtration rate (eGFR) record in order to compare the deterioration rates between EOW and EW ERT. RESULTS: For the entire group, mean slope on agalsidase alfa every 2 weeks was -7.92 ± 2.88 ml/min/1.73 m(2)/year and 3.84 ± 4.08 ml/min/1.73 m(2)/year on weekly enzyme infusions (p = 0.01, two-tailed paired t test). Three patients (25 %) completed the entire study with relatively preserved renal function while 50 % of patients reached end-stage renal disease (ESRD) during the 10 years of this study. The estimated average delay to ESRD was 13.8 years [n = 11; 95 % CI 0.66, 27]. One patient had a positive eGFR slope on weekly infusions while the patient with the highest antibody titer had a steeper slope after switching. Mean globotriaosylceramide concentrations in urine and plasma as well as urine protein excretion remained unchanged. CONCLUSIONS: Weekly enzyme infusions slow the decline of renal function in a subgroup of more severe patients thus showing that existing ERT can be further optimized.


Asunto(s)
Terapia de Reemplazo Enzimático , Enfermedad de Fabry/tratamiento farmacológico , Fallo Renal Crónico/tratamiento farmacológico , Trihexosilceramidas/sangre , Trihexosilceramidas/orina , alfa-Galactosidasa/administración & dosificación , Adulto , Tasa de Filtración Glomerular , Humanos , Isoenzimas/administración & dosificación , Isoenzimas/efectos adversos , Modelos Lineales , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Proteínas Recombinantes , Estados Unidos , Adulto Joven , alfa-Galactosidasa/efectos adversos
19.
Nat Commun ; 5: 5283, 2014 Oct 22.
Artículo en Inglés | MEDLINE | ID: mdl-25335753

RESUMEN

The mechanisms by which microbial vaccines interact with human APCs remain elusive. Herein, we describe the transcriptional programs induced in human DCs by pathogens, innate receptor ligands and vaccines. Exposure of DCs to influenza, Salmonella enterica and Staphylococcus aureus allows us to build a modular framework containing 204 transcript clusters. We use this framework to characterize the responses of human monocytes, monocyte-derived DCs and blood DC subsets to 13 vaccines. Different vaccines induce distinct transcriptional programs based on pathogen type, adjuvant formulation and APC targeted. Fluzone, Pneumovax and Gardasil, respectively, activate monocyte-derived DCs, monocytes and CD1c+ blood DCs, highlighting APC specialization in response to vaccines. Finally, the blood signatures from individuals vaccinated with Fluzone or infected with influenza reveal a signature of adaptive immunity activation following vaccination and symptomatic infections, but not asymptomatic infections. These data, offered with a web interface, may guide the development of improved vaccines.


Asunto(s)
Células Dendríticas/citología , Células Dendríticas/microbiología , Transcripción Genética , Vacunas/química , Algoritmos , Animales , Antígenos CD1/metabolismo , Antígenos de Superficie/metabolismo , Análisis por Conglomerados , Citocinas/metabolismo , Células Dendríticas/metabolismo , Perros , Perfilación de la Expresión Génica , Glicoproteínas/metabolismo , Humanos , Subtipo H1N1 del Virus de la Influenza A , Interleucina-4/metabolismo , Células de Riñón Canino Madin Darby , Monocitos/citología , Monocitos/metabolismo , Análisis de Componente Principal , Salmonella enterica , Staphylococcus aureus , Trombomodulina , Transcriptoma
20.
J Infect Dis ; 210(2): 224-33, 2014 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-24495909

RESUMEN

BACKGROUND: Live attenuated influenza vaccine (LAIV) and trivalent inactivated influenza vaccine (TIV) are effective for prevention of influenza virus infection in children, but the mechanisms associated with protection are not well defined. METHODS: We analyzed the differences in B-cell responses and transcriptional profiles in children aged 6 months to 14 years immunized with these 2 vaccines. RESULTS: LAIV elicited a significant increase in naive, memory, and transitional B cells on day 30 after vaccination, whereas TIV elicited an increased number of plasmablasts on day 7. Antibody titers against the 3 vaccine strains (H1N1, H3N2, and B) were significantly higher in the TIV group and correlated with number of antibody-secreting cells. Both vaccines induced overexpression of interferon (IFN)-signaling genes but with different kinetics. TIV induced expression of IFN genes on day 1 after vaccination in all age groups, and LAIV induced expression of IFN genes on day 7 after vaccination but only in children <5 years old. IFN-related genes overexpressed in both vaccinated groups correlated with H3N2 antibody titers. CONCLUSIONS: These results suggest that LAIV and TIV induced significantly different B-cell responses in vaccinated children. Early induction of IFN appears to be important for development of antibody responses.


Asunto(s)
Anticuerpos Antivirales/sangre , Vacunas contra la Influenza/inmunología , Gripe Humana/prevención & control , Interferones/inmunología , Transducción de Señal , Adolescente , Anticuerpos Neutralizantes/sangre , Formación de Anticuerpos , Linfocitos B/inmunología , Niño , Preescolar , Estudios de Cohortes , Femenino , Perfilación de la Expresión Génica , Pruebas de Inhibición de Hemaglutinación , Humanos , Lactante , Vacunas contra la Influenza/administración & dosificación , Masculino , Estudios Prospectivos , Vacunas Atenuadas/administración & dosificación , Vacunas Atenuadas/inmunología , Vacunas de Productos Inactivados/administración & dosificación , Vacunas de Productos Inactivados/inmunología
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