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1.
Sleep Med Clin ; 19(2): 219-228, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38692747

RESUMEN

Obstructive sleep apnea is a prevalent sleep disorder characterized by recurrent episodes of partial or complete upper airway collapse during sleep, leading to disrupted breathing patterns and intermittent hypoxia. OSA results in systemic inflammation but also directly affects the upper and lower airways leading to upregulation of inflammatory pathways and alterations of the local microbiome. These changes result in increased susceptibility to respiratory infections such as influenza, COVID-19, and bacterial pneumonia. This relationship is more complex and bidirectional in individuals with chronic lung disease such as chronic obstructive lung disease, interstitial lung disease and bronchiectasis.


Asunto(s)
Infecciones del Sistema Respiratorio , Apnea Obstructiva del Sueño , Humanos , Apnea Obstructiva del Sueño/inmunología , Apnea Obstructiva del Sueño/fisiopatología , Apnea Obstructiva del Sueño/complicaciones , Infecciones del Sistema Respiratorio/inmunología , Infecciones del Sistema Respiratorio/complicaciones , Susceptibilidad a Enfermedades/inmunología , COVID-19/inmunología , COVID-19/complicaciones
2.
Clin Lung Cancer ; 25(2): 135-143, 2024 03.
Artículo en Inglés | MEDLINE | ID: mdl-37981476

RESUMEN

BACKGROUND: Optimal time to treatment for early-stage lung cancer is uncertain. We examined causes of delays in care for Veterans who presented with early-stage non-small cell lung cancer (NSCLC) and whether workup time was associated with increased upstaging or all-cause mortality. METHODS: We performed a retrospective analysis of Veterans referred to our facility with radiographic stage I or II NSCLC between January 2013 to December 2017, with follow-up through October 2021. Patient demographics, tumor characteristics, time intervals of care, and reasons for delays were collected. Guideline concordance (GC) was defined as treatment within 14 weeks of abnormal image. Multivariable analyses were performed to determine association between delays in care, survival, and upstaging. RESULTS: Data from 203 Veterans were analyzed. Median time between abnormal imaging to treatment was 17.7 weeks (IQR 12.7-26.6). Only 33% of Veterans received GC care. Most common patient-related delays were: intercurrent hospitalization/comorbidity (23%), no-shows (16%) and inability to reach Veteran (17%). Most common system-related delay: lack of scheduling availability (25%). Delays associated with upstaging: transportation issues, request for coordination of appointments, and unforeseen appointment changes. Rates of upstaging did not differ between GC and discordant groups (P = .6). GC care was not an independent predictor of mortality. Post-hoc, treatment within 8 weeks was associated with lower rates of upstaging (P = .05). CONCLUSION: Although GC care did not impact survival or upstaging for early-stage NSCLC, shorter timeframes may be beneficial. Modifiable delays in care exist which may be addressed at an institutional level to improve timeliness of care.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Carcinoma Pulmonar de Células Pequeñas , Humanos , Neoplasias Pulmonares/patología , Carcinoma de Pulmón de Células no Pequeñas/patología , Estudios Retrospectivos , Estadificación de Neoplasias , Carcinoma Pulmonar de Células Pequeñas/patología
3.
J Clin Invest ; 134(3)2023 Dec 12.
Artículo en Inglés | MEDLINE | ID: mdl-38085578

RESUMEN

Itaconate has emerged as a critical immunoregulatory metabolite. Here, we examined the therapeutic potential of itaconate in atherosclerosis. We found that both itaconate and the enzyme that synthesizes it, aconitate decarboxylase 1 (Acod1, also known as immune-responsive gene 1 [IRG1]), are upregulated during atherogenesis in mice. Deletion of Acod1 in myeloid cells exacerbated inflammation and atherosclerosis in vivo and resulted in an elevated frequency of a specific subset of M1-polarized proinflammatory macrophages in the atherosclerotic aorta. Importantly, Acod1 levels were inversely correlated with clinical occlusion in atherosclerotic human aorta specimens. Treating mice with the itaconate derivative 4-octyl itaconate attenuated inflammation and atherosclerosis induced by high cholesterol. Mechanistically, we found that the antioxidant transcription factor, nuclear factor erythroid 2-related factor 2 (Nrf2), was required for itaconate to suppress macrophage activation induced by oxidized lipids in vitro and to decrease atherosclerotic lesion areas in vivo. Overall, our work shows that itaconate suppresses atherogenesis by inducing Nrf2-dependent inhibition of proinflammatory responses in macrophages. Activation of the itaconate pathway may represent an important approach to treat atherosclerosis.


Asunto(s)
Enfermedades de la Aorta , Aterosclerosis , Succinatos , Ratones , Humanos , Animales , Factor 2 Relacionado con NF-E2/genética , Factor 2 Relacionado con NF-E2/metabolismo , Macrófagos/metabolismo , Aterosclerosis/tratamiento farmacológico , Aterosclerosis/genética , Inflamación/tratamiento farmacológico , Inflamación/metabolismo , Enfermedades de la Aorta/metabolismo
4.
Biomedicines ; 11(8)2023 Aug 11.
Artículo en Inglés | MEDLINE | ID: mdl-37626748

RESUMEN

Neutrophils are an essential cellular component of innate immunity and control bacterial infections through a combination of intracellular and extracellular killing methods. Although the importance of neutrophils has been established, the exact methods used to handle particular bacterial challenges and the efficiency of bacterial killing remain not well understood. In this study, we addressed how neutrophils eliminate Streptococcus pneumoniae (Spn), a leading cause of community acquired and post-influenza bacterial pneumonia. We analyzed killing methods with variable bacterial:neutrophil concentrations and following priming with PAM3CSK4 (P3CSK), an agonist for Toll-like-receptor 2 (TLR2). Our results show that murine neutrophils display surprisingly weak bactericidal activity against Spn, employing a predominantly extracellular mode of killing at lower concentrations of bacteria, whereas challenges with higher bacterial numbers induce both extracellular and intracellular elimination modes but require TLR2 activation. TLR2 activation increased reactive oxygen species (ROS) and neutrophil extracellular trap (NET) formation in response to Spn. Despite this, supernatants from P3CSK-stimulated neutrophils failed to independently alter bacterial replication. Our study reveals that unstimulated neutrophils are capable of eliminating bacteria only at lower concentrations via extracellular killing methods, whereas TLR2 activation primes neutrophil-mediated killing using both intracellular and extracellular methods under higher bacterial burdens.

5.
Front Immunol ; 13: 970287, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36466858

RESUMEN

Severe respiratory viral infections, including SARS-CoV-2, have resulted in high mortality rates despite corticosteroids and other immunomodulatory therapies. Despite recognition of the pathogenic role of neutrophils, in-depth analyses of this cell population have been limited, due to technical challenges of working with neutrophils. We undertook an unbiased, detailed analysis of neutrophil responses in adult patients with COVID-19 and healthy controls, to determine whether distinct neutrophil phenotypes could be identified during infections compared to the healthy state. Single-cell RNA sequencing analysis of peripheral blood neutrophils from hospitalized patients with mild or severe COVID-19 disease and healthy controls revealed distinct mature neutrophil subpopulations, with relative proportions linked to disease severity. Disruption of predicted cell-cell interactions, activated oxidative phosphorylation genes, and downregulated antiviral and host defense pathway genes were observed in neutrophils obtained during severe compared to mild infections. Our findings suggest that during severe infections, there is a loss of normal regulatory neutrophil phenotypes seen in healthy subjects, coupled with the dropout of appropriate cellular interactions. Given that neutrophils are the most abundant circulating leukocytes with highly pathogenic potential, current immunotherapies for severe infections may be optimized by determining whether they aid in restoring an appropriate balance of neutrophil subpopulations.


Asunto(s)
COVID-19 , Humanos , Neutrófilos , SARS-CoV-2 , Gravedad del Paciente , Antivirales
6.
Nat Commun ; 13(1): 6759, 2022 11 09.
Artículo en Inglés | MEDLINE | ID: mdl-36351902

RESUMEN

Aging impairs the immune responses to influenza A virus (IAV), resulting in increased mortality to IAV infections in older adults. However, the factors within the aged lung that compromise host defense to IAV remain unknown. Using a murine model and human samples, we identified prostaglandin E2 (PGE2), as such a factor. Senescent type II alveolar epithelial cells (AECs) are overproducers of PGE2 within the aged lung. PGE2 impairs the proliferation of alveolar macrophages (AMs), critical cells for defense against respiratory pathogens, via reduction of oxidative phosphorylation and mitophagy. Importantly, blockade of the PGE2 receptor EP2 in aged mice improves AM mitochondrial function, increases AM numbers and enhances survival to IAV infection. In conclusion, our study reveals a key mechanism that compromises host defense to IAV, and possibly other respiratory infections, with aging and suggests potential new therapeutic or preventative avenues to protect against viral respiratory disease in older adults.


Asunto(s)
Virus de la Influenza A , Gripe Humana , Infecciones por Orthomyxoviridae , Ratones , Humanos , Animales , Anciano , Macrófagos Alveolares/metabolismo , Dinoprostona/metabolismo , Mitocondrias
7.
Trends Mol Med ; 28(12): 1100-1111, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36216643

RESUMEN

Aging leads to a gradual dysregulation of immune functions, one consequence of which is reduced vaccine efficacy. In this review, we discuss several key contributing factors to the age-related decline in vaccine efficacy, such as alterations within the lymph nodes where germinal center (GC) reactions take place, alterations in the B cell compartment, alterations in the T cell compartment, and dysregulation of innate immune pathways. Additionally, we discuss several methods currently used in vaccine development to bolster vaccine efficacy in older adults. This review highlights the multifactorial defects that impair vaccine responses with aging.


Asunto(s)
Envejecimiento , Eficacia de las Vacunas , Vacunas , Anciano , Humanos , Linfocitos B , Centro Germinal , Linfocitos T Colaboradores-Inductores , Linfocitos T , Inmunidad Innata
8.
Front Immunol ; 13: 1089064, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36685578

RESUMEN

Background: Lung inflammation, neutrophil infiltration, and pulmonary vascular leakage are pathological hallmarks of acute respiratory distress syndrome (ARDS) which can lethally complicate respiratory viral infections. Despite similar comorbidities, however, infections in some patients may be asymptomatic while others develop ARDS as seen with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections for example. Methods: In this study, we infected resistant C57BL/6 and susceptible A/J strains of mice with pulmonary administration of murine hepatitis virus strain 1 (MHV-1) to determine mechanisms underlying susceptibility to pulmonary vascular leakage in a respiratory coronavirus infection model. Results: A/J animals displayed increased lung injury parameters, pulmonary neutrophil influx, and deficient recruitment of other leukocytes early in the infection. Moreover, under basal conditions, A/J neutrophils overexpressed primary granule protein genes for myeloperoxidase and multiple serine proteases. During infection, myeloperoxidase and elastase protein were released in the bronchoalveolar spaces at higher concentrations compared to C57BL/6 mice. In contrast, genes from other granule types were not differentially expressed between these 2 strains. We found that depletion of neutrophils led to mitigation of lung injury in infected A/J mice while having no effect in the C57BL/6 mice, demonstrating that an altered neutrophil phenotype and recruitment profile is a major driver of lung immunopathology in susceptible mice. Conclusions: These results suggest that host susceptibility to pulmonary coronaviral infections may be governed in part by underlying differences in neutrophil phenotypes, which can vary between mice strains, through mechanisms involving primary granule proteins as mediators of neutrophil-driven lung injury.


Asunto(s)
COVID-19 , Lesión Pulmonar , Virus de la Hepatitis Murina , Neumonía , Síndrome de Dificultad Respiratoria , Ratones , Animales , Neutrófilos , Peroxidasa , Ratones Endogámicos C57BL , SARS-CoV-2 , Proteínas
10.
ATS Sch ; 2(3): 468-483, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-34667994

RESUMEN

The American Thoracic Society Core Curriculum updates clinicians annually in adult and pediatric pulmonary disease, medical critical care, and sleep medicine at the annual international conference. The 2021 Pulmonary Core Curriculum focuses on lung cancer and include risks and prevention, screening, nodules, therapeutics and associated pulmonary toxicities, and malignant pleural effusions. Although tobacco smoking remains the primary risk factor for developing lung cancer, exposure to other environmental and occupational substances, including asbestos, radon, and burned biomass, contribute to the global burden of disease. Randomized studies have demonstrated that routine screening of high-risk smokers with low-dose chest computed tomography results in detection at an earlier stage and reduction in lung cancer mortality. On the basis of these trials and other lung cancer risk tools, screening recommendations have been developed. When evaluating lung nodules, clinical and radiographic features are used to estimate the probability of cancer. Management guidelines take into account the nodule size and cancer risk estimates to provide recommendations at evaluation. Newer lung cancer therapies, including immune checkpoint inhibitors and molecular therapies, cause pulmonary toxicity more frequently than conventional chemotherapy. Treatment-related toxicity should be suspected in patients receiving these medications who present with respiratory symptoms. Evaluation is aimed at excluding other etiologies, and treatment is based on the severity of symptoms. Malignant pleural effusions can be debilitating. The diagnosis is made by using simple pleural drainage and/or pleural biopsies. Management depends on the clinical scenario and the patient's preferences and includes the use of serial thoracentesis, a tunneled pleural catheter, or pleurodesis.

11.
Chest ; 158(6): e279-e282, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33280769

RESUMEN

CASE PRESENTATION: A 35-year-old veteran presented at our clinic with insidious dyspnea on exertion, nonspecific chest pain, and intermittent rash. The patient reported the development of dyspnea over 6 to 8 weeks. He had been physically active before this time but had since developed dyspnea after walking 30 to 61 m (100 to 200 ft) or with any more strenuous physical exertion. He described a nonproductive cough, with bilateral nonspecific chest pain that was worse with exertion. In addition, there was a fleeting, salmon-colored, nonpruritic rash over the bilateral arms and legs that was not responsive to over-the-counter topical steroids. The patient's medical history was notable for a 15-pack-year smoking history, posttraumatic stress disorder, depression, Clostridium difficile colitis, migraines, and alcohol abuse. Surgical history was notable for pyloric myotomy for stenosis and umbilical hernia repair. He lived with his partner and five children and was unemployed at the time because of dyspnea. There were no pets in the home and no prior occupational exposures, including silica, heavy metals, or birds.


Asunto(s)
Dolor en el Pecho/etiología , Disnea/etiología , Histiocitosis de Células de Langerhans/complicaciones , Enfermedades Pulmonares Intersticiales/complicaciones , Fumadores , Fumar/efectos adversos , Adulto , Dolor en el Pecho/diagnóstico , Diagnóstico Diferencial , Disnea/diagnóstico , Histiocitosis de Células de Langerhans/diagnóstico , Humanos , Enfermedades Pulmonares Intersticiales/diagnóstico , Masculino , Tomografía Computarizada por Rayos X
12.
Ther Adv Respir Dis ; 14: 1753466620963026, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33121394

RESUMEN

BACKGROUND: Respiratory viral infections, particularly influenza, are known to cause significant morbidity and mortality, often due to secondary infections. Our aim was to comparatively analyze the incidence, epidemiology, and outcomes of secondary pneumonia in adult patients hospitalized with influenza versus noninfluenza viral infections and determine whether influenza particularly predisposes to secondary infections. METHODS: This was a retrospective analysis from a single tertiary medical center of adult patients admitted to the hospital between 2008 and 2010 with respiratory viral infections. Microbiological patterns and clinical outcomes were compared between those with influenza (VI, n = 57) and those with noninfluenza (NI, n = 77) respiratory viral infections. RESULTS: The NI group was older (60.6 ± 14.0 versus 53.3 ± 19.7 years, p = 0.019) with higher rates of lung transplantation (29% versus 9%, p = 0.009) than VI. Overall, 35% developed secondary pneumonia, higher among NI (44%) than VI (23%, p = 0.017). Staphylococcus aureus was the most common cause of pneumonia in VI, whereas Gram-negative rods were most frequently identified in NI. The NI group had longer hospital [median 10 (interquartile range (IQR) 6-19) versus 6 (IQR 4-15) days, p = 0.019] and intensive care unit [median 4 (IQR 0-12) versus 0 (IQR 0-8) days, p = 0.029] stays compared with VI. Further, the NI group was more likely to be admitted to the intensive care unit compared with VI (62% versus 39%, p = 0.011). A trend towards increased mortality was observed in viral infections complicated by secondary pneumonia than primary viral infections (28% versus 15%, p = 0.122). CONCLUSION: Secondary pneumonia is common among adults hospitalized with viral respiratory infections. Within our population, NI results in more frequent secondary pneumonia and longer hospital stays than those with VI. Given the high number of infections caused by Gram-negative rods, monitoring local epidemiology is critical for guiding initial antibiotic selection in empirical treatment of secondary infections.The reviews of this paper are available via the supplemental material section.


Asunto(s)
Coinfección , Infección Hospitalaria/microbiología , Gripe Humana/virología , Neumonía Bacteriana/microbiología , Adulto , Anciano , Antibacterianos/uso terapéutico , Infección Hospitalaria/diagnóstico , Infección Hospitalaria/tratamiento farmacológico , Infección Hospitalaria/epidemiología , Femenino , Hospitalización , Humanos , Incidencia , Gripe Humana/diagnóstico , Gripe Humana/epidemiología , Gripe Humana/terapia , Masculino , Persona de Mediana Edad , Neumonía Bacteriana/diagnóstico , Neumonía Bacteriana/tratamiento farmacológico , Neumonía Bacteriana/epidemiología , Pronóstico , Estudios Retrospectivos , Medición de Riesgo , Factores de Riesgo , Factores de Tiempo
13.
Mucosal Immunol ; 12(2): 545-554, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30617300

RESUMEN

Neutrophils clear viruses, but excessive neutrophil responses induce tissue injury and worsen disease. Aging increases mortality to influenza infection; however, whether this is due to impaired viral clearance or a pathological host immune response is unknown. Here we show that aged mice have higher levels of lung neutrophils than younger mice after influenza viral infection. Depleting neutrophils after, but not before, infection substantially improves the survival of aged mice without altering viral clearance. Aged alveolar epithelial cells (AECs) have a higher frequency of senescence and secrete higher levels of the neutrophil-attracting chemokines CXCL1 and CXCL2 during influenza infection. These chemokines are required for age-enhanced neutrophil chemotaxis in vitro. Our work suggests that aging increases mortality from influenza in part because senescent AECs secrete more chemokines, leading to excessive neutrophil recruitment. Therapies that mitigate this pathological immune response in the elderly might improve outcomes of influenza and other respiratory infections.


Asunto(s)
Envejecimiento/fisiología , Células Epiteliales/fisiología , Gripe Humana/inmunología , Pulmón/patología , Neutrófilos/inmunología , Animales , Recuento de Células , Senescencia Celular , Quimiocina CXCL1/metabolismo , Quimiocina CXCL2/metabolismo , Quimiotaxis , Células Epiteliales/virología , Humanos , Gripe Humana/mortalidad , Ratones , Ratones Endogámicos C57BL , Mortalidad , Neutrófilos/virología , Análisis de Supervivencia
14.
Front Immunol ; 9: 2640, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30505304

RESUMEN

Influenza and other respiratory viral infections are the most common type of acute respiratory infection. Viral infections predispose patients to secondary bacterial infections, which often have a more severe clinical course. The mechanisms underlying post-viral bacterial infections are complex, and include multifactorial processes mediated by interactions between viruses, bacteria, and the host immune system. Studies over the past 15 years have demonstrated that unique microbial communities reside on the mucosal surfaces of the gastrointestinal tract and the respiratory tract, which have both direct and indirect effects on host defense against viral infections. In addition, antiviral immune responses induced by acute respiratory infections such as influenza are associated with changes in microbial composition and function ("dysbiosis") in the respiratory and gastrointestinal tract, which in turn may alter subsequent immune function against secondary bacterial infection or alter the dynamics of inter-microbial interactions, thereby enhancing the proliferation of potentially pathogenic bacterial species. In this review, we summarize the literature on the interactions between host microbial communities and host defense, and how influenza, and other acute respiratory viral infections disrupt these interactions, thereby contributing to the pathogenesis of secondary bacterial infections.


Asunto(s)
Coinfección/etiología , Microbiota , Neumonía Bacteriana/etiología , Infecciones del Sistema Respiratorio/complicaciones , Virosis/complicaciones , Disbiosis , Microbioma Gastrointestinal , Interacciones Microbiota-Huesped , Humanos , Inmunidad Innata , Infecciones del Sistema Respiratorio/inmunología , Virosis/inmunología
15.
Semin Respir Crit Care Med ; 39(5): 588-597, 2018 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-30485889

RESUMEN

Both the adaptive and innate arms of immunity are altered in patients with cirrhosis, which have both prognostic and clinical implications. Acute on chronic liver failure (ACLF), defined as decompensated cirrhosis with associated organ failure, carries a high risk of 28-day mortality and is marked by a significant inflammatory response. Patients with decompensated chronic liver disease display a shift from a chronic low-grade inflammatory state to one of intense inflammation, followed by the development of immunoparalysis. Considerable heterogeneity exists depending on the nature of the inciting cause and duration of ACLF. In this review, we will highlight the changes that immune cell populations in the liver undergo during decompensated liver disease, underscoring the immunological paradox between inflammation and increased susceptibility to infection that occurs during ACLF and progressive cirrhosis, as well as provide future perspectives regarding potentially useful biomarkers and possible avenues for treatment.


Asunto(s)
Insuficiencia Hepática Crónica Agudizada/inmunología , Inmunidad Adaptativa , Biomarcadores/análisis , Inmunidad Innata , Cirrosis Hepática/complicaciones , Insuficiencia Hepática Crónica Agudizada/diagnóstico , Insuficiencia Hepática Crónica Agudizada/mortalidad , Diagnóstico Diferencial , Humanos , Pronóstico , Sepsis
16.
Cell Host Microbe ; 21(3): 334-343, 2017 Mar 08.
Artículo en Inglés | MEDLINE | ID: mdl-28279345

RESUMEN

New influenza vaccines that provide effective and broad protection are desperately needed. Live attenuated viruses are attractive vaccine candidates because they can elicit both humoral and cellular immune responses. However, recent formulations of live attenuated influenza vaccines (LAIVs) have not been protective. We combined high-coverage transposon mutagenesis of influenza virus with a rapid high-throughput screening for attenuation to generate W7-791, a live attenuated mutant virus strain. W7-791 produced only a transient asymptomatic infection in adult and neonatal mice even at doses 100-fold higher than the LD50 of the parent strain. A single administration of W7-791 conferred full protection to mice against lethal challenge with H1N1, H3N2, and H5N1 strains, and improved viral clearance in ferrets. Adoptive transfer of T cells from W7-791-immunized mice conferred heterologous protection, indicating a role for T cell-mediated immunity. These studies present an LAIV development strategy to rapidly generate and screen entire libraries of viral clones.


Asunto(s)
Subtipo H1N1 del Virus de la Influenza A/inmunología , Subtipo H3N2 del Virus de la Influenza A/inmunología , Subtipo H5N1 del Virus de la Influenza A/inmunología , Vacunas contra la Influenza/inmunología , Vacunas contra la Influenza/aislamiento & purificación , Infecciones por Orthomyxoviridae/prevención & control , Linfocitos T/inmunología , Traslado Adoptivo , Animales , Protección Cruzada , Elementos Transponibles de ADN , Modelos Animales de Enfermedad , Hurones , Pruebas Genéticas , Inmunidad Heteróloga , Vacunas contra la Influenza/administración & dosificación , Ratones , Mutagénesis Insercional , Infecciones por Orthomyxoviridae/inmunología , Análisis de Supervivencia , Vacunas Atenuadas/administración & dosificación , Vacunas Atenuadas/inmunología , Vacunas Atenuadas/aislamiento & purificación
17.
Clin Chest Med ; 38(1): 127-138, 2017 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-28159155

RESUMEN

Secondary bacterial pneumonia after viral respiratory infection remains a significant source of morbidity and mortality. Susceptibility is mediated by a variety of viral and bacterial factors, and complex interactions with the host immune system. Prevention and treatment strategies are limited to influenza vaccination and antibiotics/antivirals respectively. Novel approaches to identifying the individuals with influenza who are at increased risk for secondary bacterial pneumonias are urgently needed. Given the threat of further pandemics and the heightened prevalence of these viruses, more research into the immunologic mechanisms of this disease is warranted with the hope of discovering new potential therapies.


Asunto(s)
Inmunidad Innata/inmunología , Gripe Humana/complicaciones , Neumonía Bacteriana/complicaciones , Humanos , Gripe Humana/microbiología , Gripe Humana/patología , Neumonía Bacteriana/microbiología , Neumonía Bacteriana/patología
18.
PLoS One ; 11(8): e0161401, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27532679

RESUMEN

INTRODUCTION: Clinical deterioration (ICU transfer and cardiac arrest) occurs during approximately 5-10% of hospital admissions. Existing prediction models have a high false positive rate, leading to multiple false alarms and alarm fatigue. We used routine vital signs and laboratory values obtained from the electronic medical record (EMR) along with a machine learning algorithm called a neural network to develop a prediction model that would increase the predictive accuracy and decrease false alarm rates. DESIGN: Retrospective cohort study. SETTING: The hematologic malignancy unit in an academic medical center in the United States. PATIENT POPULATION: Adult patients admitted to the hematologic malignancy unit from 2009 to 2010. INTERVENTION: None. MEASUREMENTS AND MAIN RESULTS: Vital signs and laboratory values were obtained from the electronic medical record system and then used as predictors (features). A neural network was used to build a model to predict clinical deterioration events (ICU transfer and cardiac arrest). The performance of the neural network model was compared to the VitalPac Early Warning Score (ViEWS). Five hundred sixty five consecutive total admissions were available with 43 admissions resulting in clinical deterioration. Using simulation, the neural network outperformed the ViEWS model with a positive predictive value of 82% compared to 24%, respectively. CONCLUSION: We developed and tested a neural network-based prediction model for clinical deterioration in patients hospitalized in the hematologic malignancy unit. Our neural network model outperformed an existing model, substantially increasing the positive predictive value, allowing the clinician to be confident in the alarm raised. This system can be readily implemented in a real-time fashion in existing EMR systems.


Asunto(s)
Paro Cardíaco/diagnóstico , Neoplasias Hematológicas/patología , Neoplasias Hematológicas/terapia , Aprendizaje Automático , Redes Neurales de la Computación , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Algoritmos , Estudios de Cohortes , Cuidados Críticos/métodos , Diagnóstico Precoz , Registros Electrónicos de Salud , Femenino , Paro Cardíaco/mortalidad , Neoplasias Hematológicas/mortalidad , Humanos , Masculino , Persona de Mediana Edad , Modelos Teóricos , Monitoreo Fisiológico , Pronóstico , Estudios Retrospectivos , Resultado del Tratamiento , Signos Vitales/fisiología , Adulto Joven
19.
Am J Respir Cell Mol Biol ; 55(3): 407-18, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-27064756

RESUMEN

Airway epithelial cell responses are critical to the outcome of lung infection. In this study, we aimed to identify unique contributions of epithelial cells during lung infection. To differentiate genes induced selectively in epithelial cells during pneumonia, we compared genome-wide expression profiles from three sorted cell populations: epithelial cells from uninfected mouse lungs, epithelial cells from mouse lungs with pneumococcal pneumonia, and nonepithelial cells from those same infected lungs. Of 1,166 transcripts that were more abundant in epithelial cells from infected lungs compared with nonepithelial cells from the same lungs or from epithelial cells of uninfected lungs, 32 genes were identified as highly expressed secreted products. Especially strong signals included two related secreted and transmembrane (Sectm) 1 genes, Sectm1a and Sectm1b. Refinement of sorting strategies suggested that both Sectm1 products were induced predominantly in conducting airway epithelial cells. Sectm1 was induced during the early stages of pneumococcal pneumonia, and mutation of NF-κB RelA in epithelial cells did not diminish its expression. Instead, type I IFN signaling was necessary and sufficient for Sectm1 induction in lung epithelial cells, mediated by signal transducer and activator of transcription 1. For target cells, Sectm1a bound to myeloid cells preferentially, in particular Ly6G(bright)CD11b(bright) neutrophils in the infected lung. In contrast, Sectm1a did not bind to neutrophils from uninfected lungs. Sectm1a increased expression of the neutrophil-attracting chemokine CXCL2 by neutrophils from the infected lung. We propose that Sectm1a is an epithelial product that sustains a positive feedback loop amplifying neutrophilic inflammation during pneumococcal pneumonia.


Asunto(s)
Células Epiteliales/metabolismo , Proteínas de la Membrana/metabolismo , Activación Neutrófila , Neutrófilos/metabolismo , Neumonía Neumocócica/metabolismo , Neumonía Neumocócica/patología , Transducción de Señal , Animales , Quimiocina CXCL2/biosíntesis , Conductividad Eléctrica , Células Epiteliales/microbiología , Regulación de la Expresión Génica , Interferón Tipo I/metabolismo , Pulmón/microbiología , Pulmón/patología , Ratones Endogámicos C57BL , Células Mieloides/metabolismo , Neumonía Neumocócica/genética , Proteínas Recombinantes/metabolismo , Streptococcus pneumoniae/fisiología
20.
Liver Int ; 36(8): 1143-50, 2016 08.
Artículo en Inglés | MEDLINE | ID: mdl-26801954

RESUMEN

BACKGROUND AND AIMS: Patients with acute liver failure have high rates of infections, likely from defects in immune function. Whether infections are independently associated with poor outcomes is unclear. We hypothesized that patients with acute liver injury who developed infections were at increased risk of adverse outcomes. METHODS: We conducted a retrospective analysis of 150 critically ill adult patients admitted with acute liver dysfunction at a single academic institution between 2005 and 2011. We excluded patients with immunocompromised states, patients with chronic liver disease and patients who died or were discharged within 48 h of admission. Our primary endpoint was a 30-day event-free survival, with events defined as either death or liver transplantation. Our secondary endpoint was length of stay. Univariate and multivariate analyses were performed to determine associations between presence of infection and our primary and secondary endpoints. RESULTS: Of our cohort of 150 patients, 62 (41%) were infected and 88 (59%) were not infected. Of the infected patients, 45% died or underwent transplantation, compared to 22% for the non-infected patients (P = 0.003). Univariate and multivariate analyses demonstrated that infections in patients with acute liver dysfunction were an independent predictor of poor outcome (i.e. death or transplantation). In addition, specific types of infection, including pneumonia, independently led to a 48% increase in length of stay (P = 0.002). CONCLUSIONS: Infections in patients with acute liver dysfunction are associated with increased risk of death or transplant and increased hospital length of stay.


Asunto(s)
Enfermedad Crítica , Infecciones/clasificación , Tiempo de Internación , Fallo Hepático Agudo/mortalidad , Trasplante de Hígado , Adulto , California , Femenino , Mortalidad Hospitalaria , Humanos , Unidades de Cuidados Intensivos , Fallo Hepático Agudo/cirugía , Masculino , Persona de Mediana Edad , Análisis Multivariante , Alta del Paciente , Pronóstico , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Análisis de Supervivencia , Factores de Tiempo
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