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1.
FASEB J ; 35(2): e21156, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33140449

RESUMO

Historically, murine models of inflammation in biomedical research have been shown to minimally correlate with genomic expression patterns from blood leukocytes in humans. In 2019, our laboratory reported an improved surgical sepsis model of cecal ligation and puncture (CLP) that provides additional daily chronic stress (DCS), as well as adhering to the Minimum Quality Threshold in Pre-Clinical Sepsis Studies (MQTiPSS) guidelines. This model phenotypically recapitulates the persistent inflammation, immunosuppression, and catabolism syndrome observed in adult human surgical sepsis survivors. Whether these phenotypic similarities between septic humans and mice are replicated at the circulating blood leukocyte transcriptome has not been demonstrated. Our analysis, in contrast with previous findings, demonstrated that genome-wide expression in our new murine model more closely approximated human surgical sepsis patients, particularly in the more chronic phases of sepsis. Importantly, our new model of murine surgical sepsis with chronic stress did not reflect well gene expression patterns from humans with community-acquired sepsis. Our work indicates that improved preclinical murine sepsis modeling can better replicate both the phenotypic and transcriptomic responses to surgical sepsis, but cannot be extrapolated to other sepsis etiologies. Importantly, these improved models can be a useful adjunct to human-focused and artificial intelligence-based forms of research in order to improve septic patients' morbidity and mortality.


Assuntos
Modelos Animais de Doenças , Leucócitos/metabolismo , Fenótipo , Sepse/genética , Transcriptoma , Adulto , Fatores Etários , Idoso , Animais , Ceco/cirurgia , Estudos de Coortes , Feminino , Perfilação da Expressão Gênica , Humanos , Inflamação/genética , Inflamação/metabolismo , Ligadura , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Pessoa de Meia-Idade , Punções , Sepse/sangue , Fatores Sexuais
2.
Nucleic Acids Res ; 45(D1): D908-D914, 2017 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-27789704

RESUMO

A cornerstone of modern biomedical research is the use of animal models to study disease mechanisms and to develop new therapeutic approaches. In order to help the research community to better explore the similarities and differences of genomic response between human inflammatory diseases and murine models, we developed KERIS: kaleidoscope of gene responses to inflammation between species (available at http://www.igenomed.org/keris/). As of June 2016, KERIS includes comparisons of the genomic response of six human inflammatory diseases (burns, trauma, infection, sepsis, endotoxin and acute respiratory distress syndrome) and matched mouse models, using 2257 curated samples from the Inflammation and the Host Response to Injury Glue Grant studies and other representative studies in Gene Expression Omnibus. A researcher can browse, query, visualize and compare the response patterns of genes, pathways and functional modules across different diseases and corresponding murine models. The database is expected to help biologists choosing models when studying the mechanisms of particular genes and pathways in a disease and prioritizing the translation of findings from disease models into clinical studies.


Assuntos
Biologia Computacional/métodos , Bases de Dados de Ácidos Nucleicos , Regulação da Expressão Gênica , Inflamação/genética , Software , Animais , Modelos Animais de Doenças , Perfilação da Expressão Gênica/métodos , Genômica/métodos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Camundongos , Especificidade da Espécie , Navegador
3.
Proc Natl Acad Sci U S A ; 113(3): E338-47, 2016 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-26721400

RESUMO

Pathologic extraskeletal bone formation, or heterotopic ossification (HO), occurs following mechanical trauma, burns, orthopedic operations, and in patients with hyperactivating mutations of the type I bone morphogenetic protein receptor ACVR1 (Activin type 1 receptor). Extraskeletal bone forms through an endochondral process with a cartilage intermediary prompting the hypothesis that hypoxic signaling present during cartilage formation drives HO development and that HO precursor cells derive from a mesenchymal lineage as defined by Paired related homeobox 1 (Prx). Here we demonstrate that Hypoxia inducible factor-1α (Hif1α), a key mediator of cellular adaptation to hypoxia, is highly expressed and active in three separate mouse models: trauma-induced, genetic, and a hybrid model of genetic and trauma-induced HO. In each of these models, Hif1α expression coincides with the expression of master transcription factor of cartilage, Sox9 [(sex determining region Y)-box 9]. Pharmacologic inhibition of Hif1α using PX-478 or rapamycin significantly decreased or inhibited extraskeletal bone formation. Importantly, de novo soft-tissue HO was eliminated or significantly diminished in treated mice. Lineage-tracing mice demonstrate that cells forming HO belong to the Prx lineage. Burn/tenotomy performed in lineage-specific Hif1α knockout mice (Prx-Cre/Hif1α(fl:fl)) resulted in substantially decreased HO, and again lack of de novo soft-tissue HO. Genetic loss of Hif1α in mesenchymal cells marked by Prx-cre prevents the formation of the mesenchymal condensations as shown by routine histology and immunostaining for Sox9 and PDGFRα. Pharmacologic inhibition of Hif1α had a similar effect on mesenchymal condensation development. Our findings indicate that Hif1α represents a promising target to prevent and treat pathologic extraskeletal bone.


Assuntos
Subunidade alfa do Fator 1 Induzível por Hipóxia/antagonistas & inibidores , Ossificação Heterotópica/genética , Ossificação Heterotópica/prevenção & controle , Ferimentos e Lesões/complicações , Receptores de Ativinas Tipo I/metabolismo , Tecido Adiposo/efeitos dos fármacos , Tecido Adiposo/metabolismo , Animais , Queimaduras/complicações , Queimaduras/genética , Condrogênese/efeitos dos fármacos , Condrogênese/genética , Modelos Animais de Doenças , Redes Reguladoras de Genes/efeitos dos fármacos , Humanos , Subunidade alfa do Fator 1 Induzível por Hipóxia/genética , Subunidade alfa do Fator 1 Induzível por Hipóxia/metabolismo , Integrases/metabolismo , Medições Luminescentes , Células-Tronco Mesenquimais/efeitos dos fármacos , Camundongos Knockout , Modelos Biológicos , Compostos de Mostarda/farmacologia , Ossificação Heterotópica/diagnóstico por imagem , Ossificação Heterotópica/tratamento farmacológico , Fenilpropionatos/farmacologia , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Receptor alfa de Fator de Crescimento Derivado de Plaquetas/metabolismo , Fatores de Transcrição SOX9/metabolismo , Transdução de Sinais/efeitos dos fármacos , Sirolimo/farmacologia , Tendões/efeitos dos fármacos , Tendões/patologia , Tendões/cirurgia , Tenotomia , Regulação para Cima/efeitos dos fármacos , Cicatrização/efeitos dos fármacos , Ferimentos e Lesões/patologia , Microtomografia por Raio-X
4.
Mol Ther ; 25(8): 1974-1987, 2017 08 02.
Artigo em Inglês | MEDLINE | ID: mdl-28716575

RESUMO

Trauma-induced heterotopic ossification (tHO) is a condition of pathologic wound healing, defined by the progressive formation of ectopic bone in soft tissue following severe burns or trauma. Because previous studies have shown that genetic variants of HO, such as fibrodysplasia ossificans progressiva (FOP), are caused by hyperactivating mutations of the type I bone morphogenetic protein receptor (T1-BMPR) ACVR1/ALK2, studies evaluating therapies for HO have been directed primarily toward drugs for this specific receptor. However, patients with tHO do not carry known T1-BMPR mutations. Here we show that, although BMP signaling is required for tHO, no single T1-BMPR (ACVR1/ALK2, BMPR1a/ALK3, or BMPR1b/ALK6) alone is necessary for this disease, suggesting that these receptors have functional redundancy in the setting of tHO. By utilizing two different classes of BMP signaling inhibitors, we developed a translational approach to treatment, integrating treatment choice with existing diagnostic options. Our treatment paradigm balances either immediate therapy with reduced risk for adverse effects (Alk3-Fc) or delayed therapy with improved patient selection but greater risk for adverse effects (LDN-212854).


Assuntos
Receptores de Proteínas Morfogenéticas Ósseas/genética , Marcação de Genes , Ossificação Heterotópica/etiologia , Ossificação Heterotópica/patologia , Ferimentos e Lesões/complicações , Receptores de Ativinas Tipo I/deficiência , Animais , Anti-Inflamatórios/farmacologia , Biomarcadores , Receptores de Proteínas Morfogenéticas Ósseas Tipo I/deficiência , Técnicas de Inativação de Genes , Predisposição Genética para Doença , Humanos , Ligantes , Macrófagos/metabolismo , Camundongos , Camundongos Knockout , Neutrófilos/metabolismo , Ossificação Heterotópica/prevenção & controle , Inibidores de Proteínas Quinases/farmacologia
5.
Ann Surg ; 266(2): 346-352, 2017 08.
Artigo em Inglês | MEDLINE | ID: mdl-27501174

RESUMO

OBJECTIVES: To document the existence of primary pancreatic secretinoma in patients with watery diarrhea syndrome (WDS) and achlorhydria and establish secretin as a diarrheogenic hormone. BACKGROUND: Vasoactive intestinal peptide (VIP) has been widely accepted as the main mediator of WDS. However, in 1968, Zollinger et al reported 2 female patients with pancreatic neuroendocrine tumors, WDS, and achlorhydria. During surgery on the first, a 24-year-old patient, they noticed distended duodenum filled with fluid and a dilated gallbladder containing dilute bile with high bicarbonate concentration. After excision of the tumor, WDS ceased and gastric acid secretion returned. The second, a 47-year-old, patient's metastatic tumor extract given intravenously in dogs, produced significantly increased pancreatic and biliary fluid rich in bicarbonate. They suggested a secretin-like hormone of islet cell origin explains WDS and achlorhydria. These observations, however, predated radioimmunoassay, immunohistochemical staining, and other molecular studies. METHODS: The first patient's tumor tissue was investigated for secretin and VIP. Using both immunohistochemistry and laser microdissection and pressure catapulting technique for RNA isolation and subsequent reverse transcription polymerase chain reaction, the expression levels of secretin, and VIP were measured. RESULTS: Immunoreactive secretin and its mRNA were predominantly found in the tumor tissue whereas VIP and its mRNA were scarce. CONCLUSIONS: The findings strongly support that the WDS and achlorhydria in this patient may have been caused by secretin as originally proposed in 1968 and that secretin may act as a diarrheogenic hormone.


Assuntos
Neoplasias Pancreáticas/metabolismo , Secretina/metabolismo , Vipoma/metabolismo , Adulto , Bicarbonatos/metabolismo , Água Corporal/metabolismo , Feminino , Humanos , Imuno-Histoquímica , Mucosa Intestinal/metabolismo , Intestino Delgado/metabolismo , Microdissecção e Captura a Laser , Masculino , Pessoa de Meia-Idade , RNA Mensageiro/análise , RNA Mensageiro/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , Secretina/análise
6.
Lancet ; 388(10052): 1417-1426, 2016 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-27707498

RESUMO

Major burns provoke a profound stress response, which is unrivalled in terms of its magnitude and duration. Evidence suggests that the pathophysiological stress response to severe burn trauma persists for several years after injury. Thus, there is a pressing need for novel strategies that mitigate this response and restore normal metabolic function in patients with burns. This is the first in a Series of three papers about the care of people with burns. In this paper, we review the current knowledge of the stress response to burn trauma, with a focus on hypermetabolism, muscle wasting, and stress-induced diabetes. We highlight recent developments and important knowledge gaps that need to be pursued to develop novel therapeutic strategies to improve outcomes in burn survivors.


Assuntos
Queimaduras/metabolismo , Estresse Fisiológico , Humanos
7.
Ann Surg ; 264(6): 1142-1147, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27828823

RESUMO

OBJECTIVE: To determine whether restrictive fluid resuscitation results in increased rates of acute kidney injury (AKI) or infectious complications. BACKGROUND: Studies demonstrate that patients often receive volumes in excess of those predicted by the Parkland equation, with potentially detrimental sequelae. However, the consequences of under-resuscitation are not well-studied. METHODS: Data were collected from a multicenter prospective cohort study. Adults with greater than 20% total burned surface area injury were divided into 3 groups on the basis of the pattern of resuscitation in the first 24 hours: volumes less than (restrictive), equal to, or greater than (excessive) standard resuscitation (4 to 6 cc/kg/% total burned surface area). Multivariable regression analysis was employed to determine the effect of fluid group on AKI, burn wound infections (BWIs), and pneumonia. RESULTS: Among 330 patients, 33% received restrictive volumes, 39% received standard resuscitation volumes, and 28% received excessive volumes. The standard and excessive groups had higher mean baseline APACHE scores (24.2 vs 16, P < 0.05 and 22.3 vs 16, P < 0.05) than the restrictive group, but were similar in other characteristics. After adjustment for confounders, restrictive resuscitation was associated with greater probability of AKI [odds ratio (OR) 3.25, 95% confidence interval (95% CI) 1.18-8.94]. No difference in the probability of BWI or pneumonia among groups was found (BWI: restrictive vs standard OR 0.74, 95% CI 0.39-1.40, excessive vs standard OR 1.40, 95% CI 0.75-2.60, pneumonia: restrictive vs standard, OR 0.52, 95% CI 0.26-1.05; excessive vs standard, OR 1.12, 95% CI 0.58-2.14). CONCLUSIONS: Restrictive resuscitation is associated with increased AKI, without changes in infectious complications.


Assuntos
Injúria Renal Aguda/etiologia , Queimaduras/complicações , Queimaduras/terapia , Hidratação/efeitos adversos , Ressuscitação/métodos , APACHE , Adulto , Feminino , Humanos , Masculino , Estudos Retrospectivos , Fatores de Risco , Resultado do Tratamento
8.
Ann Surg ; 264(3): 421-8, 2016 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-27433905

RESUMO

BACKGROUND: The hypercatabolic response in severely burned pediatric patients is associated with increased production of catecholamines and corticosteroids, decreased formation of testosterone, and reduced strength alongside growth arrest for up to 2 years after injury. We have previously shown that, in the pediatric burned population, the administration of the testosterone analog oxandrolone improves lean body mass accretion and bone mineral content and that the administration of the ß1-, ß2-adrenoceptor antagonist propranolol decreases cardiac work and resting energy expenditure while increasing peripheral lean mass. Here, we determined whether the combined administration of oxandrolone and propranolol has added benefit. METHODS: In this prospective, randomized study of 612 burned children [52% ±â€Š1% of total body surface area burned, ages 0.5-14 years (boys); ages 0.5-12 years (girls)], we compared controls to the individual administration of these drugs, and the combined administration of oxandrolone and propranolol at the same doses, for 1 year after burn. Data were recorded at discharge, 6 months, and 1 and 2 years after injury. RESULTS: Combined use of oxandrolone and propranolol shortened the period of growth arrest by 84 days (P = 0.0125 vs control) and increased growth rate by 1.7 cm/yr (P = 0.0024 vs control). CONCLUSIONS: Combined administration of oxandrolone and propranolol attenuates burn-induced growth arrest in pediatric burn patients. The present study is registered at clinicaltrials.gov: NCT00675714 and NCT00239668.


Assuntos
Queimaduras/complicações , Transtornos do Crescimento/tratamento farmacológico , Oxandrolona/administração & dosagem , Propranolol/administração & dosagem , Adolescente , Criança , Pré-Escolar , Quimioterapia Combinada , Feminino , Crescimento/efeitos dos fármacos , Transtornos do Crescimento/etiologia , Humanos , Lactente , Masculino , Estudos Prospectivos , Testosterona/análogos & derivados
9.
Crit Care Med ; 44(5): e241-52, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26509319

RESUMO

OBJECTIVES: Innate immune dysfunction after major burn injuries increases the susceptibility to organ failure. Lipid mediators of inflammation resolution, e.g., resolvin D2, have been shown recently to restore neutrophil functionality and reduce mortality rate in a rat model of major burn injury. However, the physiological mechanisms responsible for the benefic activity of resolvin D2 are not well understood. DESIGN: Prospective randomized animal investigation. SETTING: Academic research setting. SUBJECTS: Wistar male rats. INTERVENTIONS: Animals were subjected to a full-thickness burn of 30% total body surface area. Two hours after burn, 25 ng/kg resolvin D2 was administered IV and repeated every day, for 8 days. At day 10 post burn, 2 mg/kg of lipopolysaccharide was administered IV, and the presence of renal and hepatic injuries was evaluated at day 11 post burn by histology, immunohistochemistry, and relevant blood chemistry. MEASUREMENTS AND MAIN RESULTS: In untreated animals, we found significant tissue damage in the kidneys and liver, consistent with acute tubular necrosis and multifocal necrosis, and changes in blood chemistry, reflecting the deterioration of renal and hepatic functions. We detected less tissue damage and significantly lower values of blood urea nitrogen (26.4 ± 2.1 vs 36.0 ± 9.3 mg/dL; p ≤ 0.001), alanine aminotransferase (266.5 ± 295.2 vs 861.8 ± 813.7 U/L; p ≤ 0.01), and total bilirubin (0.13 ± 0.05 vs 0.30 ± 0.14 mg/dL; p ≤ 0.01) in resolvin D2-treated rats than in untreated animals. The mean blood pressure of all animals was above 65 mm Hg, indicating adequate tissue perfusion throughout the experiments. We measured significantly larger amounts of chromatin in the circulation of untreated than of resolvin D2-treated rats (575.1 ± 331.0 vs 264.1 ± 122.4 ng/mL; p ≤ 0.05) and identified neutrophil extracellular traps in kidney and liver tissues from untreated rats, consistent with the tissue damage. CONCLUSIONS: Pathologic changes in kidney and liver tissues in a rat model of major burn and endotoxin insults are ameliorated by resolvin D2.


Assuntos
Queimaduras/complicações , Ácidos Docosa-Hexaenoicos/farmacologia , Insuficiência Hepática/tratamento farmacológico , Insuficiência Hepática/etiologia , Insuficiência Renal/tratamento farmacológico , Insuficiência Renal/etiologia , Animais , Análise Química do Sangue , Peso Corporal , Modelos Animais de Doenças , Hemodinâmica , Insuficiência Hepática/patologia , Inflamação/metabolismo , Mediadores da Inflamação/metabolismo , Testes de Função Renal , Lipopolissacarídeos/farmacologia , Testes de Função Hepática , Proteína-2 Relacionada a Receptor de Lipoproteína de Baixa Densidade/biossíntese , Masculino , Estudos Prospectivos , Distribuição Aleatória , Ratos , Ratos Wistar , Insuficiência Renal/patologia
10.
Proc Natl Acad Sci U S A ; 110(9): 3507-12, 2013 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-23401516

RESUMO

A cornerstone of modern biomedical research is the use of mouse models to explore basic pathophysiological mechanisms, evaluate new therapeutic approaches, and make go or no-go decisions to carry new drug candidates forward into clinical trials. Systematic studies evaluating how well murine models mimic human inflammatory diseases are nonexistent. Here, we show that, although acute inflammatory stresses from different etiologies result in highly similar genomic responses in humans, the responses in corresponding mouse models correlate poorly with the human conditions and also, one another. Among genes changed significantly in humans, the murine orthologs are close to random in matching their human counterparts (e.g., R(2) between 0.0 and 0.1). In addition to improvements in the current animal model systems, our study supports higher priority for translational medical research to focus on the more complex human conditions rather than relying on mouse models to study human inflammatory diseases.


Assuntos
Genômica , Inflamação/genética , Doença Aguda , Adolescente , Adulto , Animais , Queimaduras/genética , Queimaduras/patologia , Modelos Animais de Doenças , Endotoxemia/genética , Endotoxemia/patologia , Feminino , Regulação da Expressão Gênica , Humanos , Inflamação/patologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Transdução de Sinais/genética , Fatores de Tempo , Ferimentos e Lesões/genética , Ferimentos e Lesões/patologia , Adulto Jovem
11.
Ann Surg ; 261(2): 263-8, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24670865

RESUMO

OBJECTIVE: This review explores the series of published analyses from Massachusetts General Hospital to better understand how changes in medical specialization of burn medicine likely enabled the most important increase in survival from burns in the past 70 years. BACKGROUND: Seventy years ago, survival from the most serious burn injuries was not possible even in the most advanced countries until critical advances were introduced. Insights into those few medical advances that actually impacted survival might be better understood from the consideration of a continuous series of survival analyses over 7 decades at Massachusetts General Hospital. METHODS: Mortality data from previously reported probit and logit analyses from thousands of patients treated at Massachusetts General Hospital were reviewed. A comparison of mortality from these prior mortality analyses from a more recent multicenter study and a national data set was performed. RESULTS: The only giant leap forward in survival occurred during the 1970s, with no improvement during either the preceding or subsequent 30-year intervals. Despite the many modern advances that have been added to the care of these patients since 1984, although these may have represented medical progress, these advances did not impact survival. CONCLUSIONS: Survival rates from burn injury may have been maximized by current treatment approaches within medical centers of excellence in burn medicine. Further efforts to improve the quality of life of survivors of burn injury should ultimately have very favorable impact upon the long-term outcomes in these patients who now survive such devastating injuries.


Assuntos
Unidades de Queimados/tendências , Queimaduras/mortalidade , Unidades de Queimados/organização & administração , Queimaduras/terapia , Humanos , Massachusetts/epidemiologia , Taxa de Sobrevida/tendências
12.
Ann Surg ; 261(5): 1006-12, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-24950285

RESUMO

OBJECTIVE: Recent studies have suggested that epidermal burn injuries are associated with inflammation and immune dysfunction. Simvastatin has been shown to possess potent anti-inflammatory properties. Thus, we hypothesized that simvastatin protects against burn-induced apoptosis in the spleen via its anti-inflammatory activity. METHODS: Wild-type, tumor necrosis factor alpha knockout (TNF-α KO) and NF-κB KO mice were subjected to full-thickness burn injury or sham treatment. The mice then were treated with or without simvastatin, and the spleen was harvested to measure the extent of apoptosis. Expression levels of TNF-α and NF-κB were also determined in spleen tissue and serum. RESULTS: Burn injury induced significant splenic apoptosis and systemic cytokine production. Simvastatin protected the spleen from apoptosis, reduced cytokine production in the serum, and increased the survival rate. Simvastatin decreased burn-induced TNF-α and NF-κB expression in the spleen and serum. TNF-α and NF-κB KO mice demonstrated lower levels of apoptosis in spleen in response to burn injury. Simvastatin did not further decrease burn-caused apoptosis and mortality in either strain of KO mice. CONCLUSIONS: Simvastatin reduces burn-induced splenic apoptosis via downregulation of the TNF-α/NF-κB pathway.


Assuntos
Anti-Inflamatórios/farmacologia , Apoptose/efeitos dos fármacos , Queimaduras/tratamento farmacológico , NF-kappa B/metabolismo , Sinvastatina/farmacologia , Baço/patologia , Fator de Necrose Tumoral alfa/metabolismo , Animais , Anti-Inflamatórios/uso terapêutico , Queimaduras/metabolismo , Queimaduras/patologia , Citocinas/sangue , Regulação para Baixo , Camundongos Knockout , NF-kappa B/sangue , Sinvastatina/uso terapêutico , Fator de Necrose Tumoral alfa/sangue
13.
Ann Surg ; 261(4): 781-92, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24950278

RESUMO

OBJECTIVE: To develop predictive models for early triage of burn patients based on hypersusceptibility to repeated infections. BACKGROUND: Infection remains a major cause of mortality and morbidity after severe trauma, demanding new strategies to combat infections. Models for infection prediction are lacking. METHODS: Secondary analysis of 459 burn patients (≥16 years old) with 20% or more total body surface area burns recruited from 6 US burn centers. We compared blood transcriptomes with a 180-hour cutoff on the injury-to-transcriptome interval of 47 patients (≤1 infection episode) to those of 66 hypersusceptible patients [multiple (≥2) infection episodes (MIE)]. We used LASSO regression to select biomarkers and multivariate logistic regression to built models, accuracy of which were assessed by area under receiver operating characteristic curve (AUROC) and cross-validation. RESULTS: Three predictive models were developed using covariates of (1) clinical characteristics; (2) expression profiles of 14 genomic probes; (3) combining (1) and (2). The genomic and clinical models were highly predictive of MIE status [AUROCGenomic = 0.946 (95% CI: 0.906-0.986); AUROCClinical = 0.864 (CI: 0.794-0.933); AUROCGenomic/AUROCClinical P = 0.044]. Combined model has an increased AUROCCombined of 0.967 (CI: 0.940-0.993) compared with the individual models (AUROCCombined/AUROCClinical P = 0.0069). Hypersusceptible patients show early alterations in immune-related signaling pathways, epigenetic modulation, and chromatin remodeling. CONCLUSIONS: Early triage of burn patients more susceptible to infections can be made using clinical characteristics and/or genomic signatures. Genomic signature suggests new insights into the pathophysiology of hypersusceptibility to infection may lead to novel potential therapeutic or prophylactic targets.


Assuntos
Infecções Bacterianas/epidemiologia , Infecções Bacterianas/genética , Queimaduras/epidemiologia , Infecção Hospitalar/epidemiologia , Infecção Hospitalar/genética , Predisposição Genética para Doença/epidemiologia , Modelos Estatísticos , APACHE , Adulto , Área Sob a Curva , Queimaduras/genética , Queimaduras/imunologia , Queimaduras por Inalação/epidemiologia , Estudos de Casos e Controles , Montagem e Desmontagem da Cromatina/genética , Estudos de Coortes , Comorbidade , Infecção Hospitalar/imunologia , Feminino , Perfilação da Expressão Gênica , Histonas/genética , Humanos , Escala de Gravidade do Ferimento , Modelos Logísticos , Masculino , Obesidade/epidemiologia , Sobrepeso/epidemiologia , Pneumonia/epidemiologia , Valor Preditivo dos Testes , Estudos Prospectivos , Curva ROC , Recidiva , Medição de Risco , Linfócitos T/imunologia , Magreza/epidemiologia , Transcriptoma/genética , Via de Sinalização Wnt/genética
15.
Crit Care Med ; 43(12): 2642-50, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26488221

RESUMO

OBJECTIVES: Specialized proresolving lipid mediators have emerged as powerful modulators of inflammation and activators of resolution. Animal models show significant benefits of specialized proresolving lipid mediators on survival and wound healing after major burn trauma. To date, no studies have investigated specialized proresolving lipid mediators and their relation to other lipid mediator pathways in humans after trauma. Here we determine if patients with poor outcomes after trauma have dysregulated lipid mediator pathways. DESIGN: We studied blood leukocyte expression of 18 genes critical to the synthesis, signaling, and metabolism of specialized proresolving lipid mediators and proinflammatory lipid mediators, and we correlated these expression patterns with clinical outcomes in trauma patients from the Inflammation and the Host Response to Injury study. SETTING: Seven U.S. medical trauma centers. SUBJECTS: Ninety-six patients enrolled in the Inflammation and Host Response to Injury study, after blunt trauma and unambiguously classified as having uncomplicated or complicated recoveries. Twenty-eight healthy volunteers were enrolled as controls. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Within each patient, the 18 genes of interest were used to calculate scores for distinct families of lipid mediators, including resolvins, lipoxins, prostaglandins, and leukotrienes, as well as leukotriene to resolvin score ratios. Scores were built using a simple weighting scheme, taking into consideration both dependent and independent activities of enzymes and receptors responsible for lipid mediator biosynthesis and function. Individually, ALOX12, PTGS2, PTGES, PTGDS, ALOX5AP, LTA4H, FPR2, PTGER2, LTB4R, HPGD, PTGR1, and CYP4F3 were expressed differentially over 28 days posttrauma between patients with uncomplicated and complicated recoveries (p < 0.05). When all genes were combined into scores, patients with uncomplicated recoveries had differential and higher resolvin scores (p < 0.001) and lower leukotriene scores (p < 0.001). A final combined ratio was calculated for each patient, and posttrauma leukotriene score to resolvin score ratios were significantly lower in patients with uncomplicated clinical courses (p < 0.001). CONCLUSIONS: proresolving lipid mediator lipidomics and/or protein expression, and identifying associated therapeutic targets, may influence the clinical management of trauma patients.


Assuntos
Expressão Gênica/imunologia , Leucócitos/imunologia , Metabolismo dos Lipídeos/imunologia , Ferimentos e Lesões/imunologia , Adulto , Estado Terminal , Ácido Eicosapentaenoico/análogos & derivados , Feminino , Humanos , Inflamação/imunologia , Mediadores da Inflamação/imunologia , Unidades de Terapia Intensiva , Tempo de Internação , Leucotrienos/genética , Lipoxinas/genética , Masculino , Pessoa de Meia-Idade , Prostaglandinas/genética , Ferimentos e Lesões/mortalidade
16.
Crit Care Med ; 43(4): 808-15, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25559438

RESUMO

OBJECTIVE: Characterizing burn sizes that are associated with an increased risk of mortality and morbidity is critical because it would allow identifying patients who might derive the greatest benefit from individualized, experimental, or innovative therapies. Although scores have been established to predict mortality, few data addressing other outcomes exist. The objective of this study was to determine burn sizes that are associated with increased mortality and morbidity after burn. DESIGN AND PATIENTS: Burn patients were prospectively enrolled as part of the multicenter prospective cohort study, Inflammation and the Host Response to Injury Glue Grant, with the following inclusion criteria: 0-99 years old, admission within 96 hours after injury, and more than 20% total body surface area burns requiring at least one surgical intervention. SETTING: Six major burn centers in North America. MEASUREMENTS AND MAIN RESULTS: Burn size cutoff values were determined for mortality, burn wound infection (at least two infections), sepsis (as defined by American Burn Association sepsis criteria), pneumonia, acute respiratory distress syndrome, and multiple organ failure (Denver 2 score>3) for both children (<16 yr) and adults (16-65 yr). Five hundred seventy-three patients were enrolled, of which 226 patients were children. Twenty-three patients were older than 65 years and were excluded from the cutoff analysis. In children, the cutoff burn size for mortality, sepsis, infection, and multiple organ failure was approximately 60% total body surface area burned. In adults, the cutoff for these outcomes was lower, at approximately 40% total body surface area burned. CONCLUSIONS: In the modern burn care setting, adults with over 40% total body surface area burned and children with over 60% total body surface area burned are at high risk for morbidity and mortality, even in highly specialized centers.


Assuntos
Queimaduras/mortalidade , APACHE , Adolescente , Adulto , Idoso , Unidades de Queimados , Queimaduras/patologia , Queimaduras/terapia , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Insuficiência de Múltiplos Órgãos/complicações , Pneumonia/complicações , Probabilidade , Estudos Prospectivos , Síndrome do Desconforto Respiratório/complicações , Sepse/complicações , Adulto Jovem
17.
Bioinformatics ; 30(19): 2741-6, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24928210

RESUMO

MOTIVATION: Mass spectrometry (MS)-based high-throughput quantitative proteomics shows great potential in large-scale clinical biomarker studies, identifying and quantifying thousands of proteins in biological samples. However, there are unique challenges in analyzing the quantitative proteomics data. One issue is that the quantification of a given peptide is often missing in a subset of the experiments, especially for less abundant peptides. Another issue is that different MS experiments of the same study have significantly varying numbers of peptides quantified, which can result in more missing peptide abundances in an experiment that has a smaller total number of quantified peptides. To detect as many biomarker proteins as possible, it is necessary to develop bioinformatics methods that appropriately handle these challenges. RESULTS: We propose a Significance Analysis for Large-scale Proteomics Studies (SALPS) that handles missing peptide intensity values caused by the two mechanisms mentioned above. Our model has a robust performance in both simulated data and proteomics data from a large clinical study. Because varying patients' sample qualities and deviating instrument performances are not avoidable for clinical studies performed over the course of several years, we believe that our approach will be useful to analyze large-scale clinical proteomics data. AVAILABILITY AND IMPLEMENTATION: R codes for SALPS are available at http://www.stanford.edu/%7eclairesr/software.html.


Assuntos
Regulação da Expressão Gênica , Proteoma/análise , Proteômica/métodos , Biologia Computacional/métodos , Simulação por Computador , Humanos , Espectrometria de Massas/métodos , Peptídeos/química , Proteínas/química
18.
Ann Surg ; 259(5): 833-41, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24722222

RESUMO

OBJECTIVE: To determine and compare outcomes with accepted benchmarks in burn care at 6 academic burn centers. BACKGROUND: Since the 1960s, US morbidity and mortality rates have declined tremendously for burn patients, likely related to improvements in surgical and critical care treatment. We describe the baseline patient characteristics and well-defined outcomes for major burn injuries. METHODS: We followed 300 adults and 241 children from 2003 to 2009 through hospitalization, using standard operating procedures developed at study onset. We created an extensive database on patient and injury characteristics, anatomic and physiological derangement, clinical treatment, and outcomes. These data were compared with existing benchmarks in burn care. RESULTS: Study patients were critically injured, as demonstrated by mean % total body surface area (TBSA) (41.2 ± 18.3 for adults and 57.8 ± 18.2 for children) and presence of inhalation injury in 38% of the adults and 54.8% of the children. Mortality in adults was 14.1% for those younger than 55 years and 38.5% for those aged 55 years and older. Mortality in patients younger than 17 years was 7.9%. Overall, the multiple organ failure rate was 27%. When controlling for age and % TBSA, presence of inhalation injury continues to be significant. CONCLUSIONS: This study provides the current benchmark for major burn patients. Mortality rates, notwithstanding significant % TBSA and presence of inhalation injury, have significantly declined compared with previous benchmarks. Modern day surgical and medically intensive management has markedly improved to the point where we can expect patients younger than 55 years with severe burn injuries and inhalation injury to survive these devastating conditions.


Assuntos
Benchmarking , Queimaduras/terapia , Cuidados Críticos/métodos , Insuficiência de Múltiplos Órgãos/epidemiologia , Adolescente , Adulto , Distribuição por Idade , Queimaduras/diagnóstico , Queimaduras/mortalidade , Estado Terminal , Feminino , Seguimentos , Mortalidade Hospitalar/tendências , Humanos , Incidência , Tempo de Internação/tendências , Masculino , Pessoa de Meia-Idade , Insuficiência de Múltiplos Órgãos/etiologia , Estudos Prospectivos , Estudos Retrospectivos , Índices de Gravidade do Trauma , Estados Unidos/epidemiologia , Adulto Jovem
19.
PLoS Pathog ; 8(11): e1003024, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23166496

RESUMO

Increasing evidence indicates that bacterial quorum sensing (QS) signals are important mediators of immunomodulation. However, whether microbes utilize these immunomodulatory signals to maintain infection remain unclear. Here, we show that the Pseudomonas aeruginosa QS-regulated molecule 2-amino acetophenone (2-AA) modulates host immune responses in a manner that increases host ability to cope with this pathogen. Mice treated with 2-AA prior to infection had a 90% survival compared to 10% survival rate observed in the non-pretreated infected mice. Whilst 2-AA stimulation activates key innate immune response pathways involving mitogen-activated protein kinases (MAPKs), nuclear factor (NF)-κB, and pro-inflammatory cytokines, it attenuates immune response activation upon pretreatment, most likely by upregulating anti-inflammatory cytokines. 2-AA host pretreatment is characterized by a transcriptionally regulated block of c-JUN N-terminal kinase (JNK) and NF-κB activation, with relatively preserved activation of extracellular regulated kinase (ERK) 1/2. These kinase changes lead to CCAAT/enhancer-binding protein-ß (c/EBPß) activation and formation of the c/EBPß-p65 complex that prevents NF-κB activation. 2-AA's aptitude for dampening the inflammatory processes while increasing host survival and pathogen persistence concurs with its ability to signal bacteria to switch to a chronic infection mode. Our results reveal a QS immunomodulatory signal that promotes original aspects of interkingdom communication. We propose that this communication facilitates pathogen persistence, while enabling host tolerance to infection.


Assuntos
Acetofenonas/farmacologia , Imunidade Inata/efeitos dos fármacos , Fatores Imunológicos/farmacologia , Infecções por Pseudomonas/imunologia , Pseudomonas aeruginosa/imunologia , Animais , Proteína beta Intensificadora de Ligação a CCAAT/imunologia , Linhagem Celular , Citocinas/imunologia , MAP Quinase Quinase 4/imunologia , Camundongos , Proteína Quinase 3 Ativada por Mitógeno/imunologia , Percepção de Quorum , Fator de Transcrição RelA/imunologia
20.
FASEB J ; 27(6): 2270-81, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23430978

RESUMO

Following severe burns and trauma injuries, the changes of neutrophil migratory phenotype are a double-edged sword. Activated neutrophils migrate into injured tissues and help contain microbial infections, but they can also enter normal tissues and damage vital organs. Depleting the neutrophils from circulation protects vital organs against neutrophil-induced damage but leaves the body exposed to infectious complications. Here we show that restoring normal neutrophil migratory phenotype in rats with burn injuries correlates with improved survival in a classical double-injury model of sequential burn and septic insults. We uncovered that the directionality of neutrophils from burned rats can be restored both in vitro by 1 nM resolvin D2 (RvD2) and in vivo by RvD2 for 7 d, 25 ng/kg body mass (8-10 ng/rat). Restoring neutrophil directionality dramatically increases survival after a second septic insult at d 9 postburn. Survival of RvD2-treated animals increases from 0 to 100% after lipopolysaccharide injection and is extended by 1 wk after cecal ligation. Survival does not significantly increase when the restoration of neutrophil directionality is incomplete, following shorter regimens of RvD2. We conclude that restoring neutrophil directionality using RvD2 could have prophylactic value and delay lethal complications after burn injuries.


Assuntos
Queimaduras/tratamento farmacológico , Ácidos Docosa-Hexaenoicos/farmacologia , Neutrófilos/efeitos dos fármacos , Neutrófilos/fisiologia , Animais , Queimaduras/complicações , Queimaduras/fisiopatologia , Quimiotaxia de Leucócito/efeitos dos fármacos , Quimiotaxia de Leucócito/fisiologia , Ácidos Docosa-Hexaenoicos/fisiologia , Masculino , Ratos , Ratos Wistar , Sepse/complicações , Sepse/tratamento farmacológico , Sepse/fisiopatologia
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