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1.
FASEB J ; 35(2): e21156, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33140449

RESUMEN

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.


Asunto(s)
Modelos Animales de Enfermedad , Leucocitos/metabolismo , Fenotipo , Sepsis/genética , Transcriptoma , Adulto , Factores de Edad , Anciano , Animales , Ciego/cirugía , Estudios de Cohortes , Femenino , Perfilación de la Expresión Génica , Humanos , Inflamación/genética , Inflamación/metabolismo , Ligadura , Masculino , Ratones , Ratones Endogámicos C57BL , Persona de Mediana Edad , Punciones , Sepsis/sangre , Factores Sexuales
2.
Crit Care Med ; 47(11): e919-e929, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31389840

RESUMEN

OBJECTIVES: Our goal was to "reverse translate" the human response to surgical sepsis into the mouse by modifying a widely adopted murine intra-abdominal sepsis model to engender a phenotype that conforms to current sepsis definitions and follows the most recent expert recommendations for animal preclinical sepsis research. Furthermore, we aimed to create a model that allows the study of aging on the long-term host response to sepsis. DESIGN: Experimental study. SETTING: Research laboratory. SUBJECTS: Young (3-5 mo) and old (18-22 mo) C57BL/6j mice. INTERVENTIONS: Mice received no intervention or were subjected to polymicrobial sepsis with cecal ligation and puncture followed by fluid resuscitation, analgesia, and antibiotics. Subsets of mice received daily chronic stress after cecal ligation and puncture for 14 days. Additionally, modifications were made to ensure that "Minimum Quality Threshold in Pre-Clinical Sepsis Studies" recommendations were followed. MEASUREMENTS AND MAIN RESULTS: Old mice exhibited increased mortality following both cecal ligation and puncture and cecal ligation and puncture + daily chronic stress when compared with young mice. Old mice developed marked hepatic and/or renal dysfunction, supported by elevations in plasma aspartate aminotransferase, blood urea nitrogen, and creatinine, 8 and 24 hours following cecal ligation and puncture. Similar to human sepsis, old mice demonstrated low-grade systemic inflammation 14 days after cecal ligation and puncture + daily chronic stress and evidence of immunosuppression, as determined by increased serum concentrations of multiple pro- and anti-inflammatory cytokines and chemokines when compared with young septic mice. In addition, old mice demonstrated expansion of myeloid-derived suppressor cell populations and sustained weight loss following cecal ligation and puncture + daily chronic stress, again similar to the human condition. CONCLUSIONS: The results indicate that this murine cecal ligation and puncture + daily chronic stress model of surgical sepsis in old mice adhered to current Minimum Quality Threshold in Pre-Clinical Sepsis Studies guidelines and met Sepsis-3 criteria. In addition, it effectively created a state of persistent inflammation, immunosuppression, and weight loss, thought to be a key aspect of chronic sepsis pathobiology and increasingly more prevalent after human sepsis.


Asunto(s)
Quimiocinas/sangre , Citocinas/sangre , Tolerancia Inmunológica/fisiología , Insuficiencia Multiorgánica/patología , Sepsis/patología , Pérdida de Peso/fisiología , Factores de Edad , Animales , Ciego/cirugía , Modelos Animales de Enfermedad , Femenino , Humanos , Inflamación/mortalidad , Inflamación/patología , Estimación de Kaplan-Meier , Ligadura/efectos adversos , Ligadura/métodos , Masculino , Ratones , Ratones Endogámicos C57BL , Insuficiencia Multiorgánica/mortalidad , Complicaciones Posoperatorias/mortalidad , Complicaciones Posoperatorias/patología , Distribución Aleatoria , Factores de Riesgo , Sepsis/mortalidad , Análisis de Supervivencia
3.
Crit Care ; 23(1): 355, 2019 11 13.
Artículo en Inglés | MEDLINE | ID: mdl-31722736

RESUMEN

BACKGROUND: Sepsis is an increasingly significant challenge throughout the world as one of the major causes of patient morbidity and mortality. Central to the host immunologic response to sepsis is the increase in circulating myeloid-derived suppressor cells (MDSCs), which have been demonstrated to be present and independently associated with poor long-term clinical outcomes. MDSCs are plastic cells and potentially modifiable, particularly through epigenetic interventions. The objective of this study was to determine how the suppressive phenotype of MDSCs evolves after sepsis in surgical ICU patients, as well as to identify epigenetic differences in MDSCs that may explain these changes. METHODS: Circulating MDSCs from 267 survivors of surgical sepsis were phenotyped at various intervals over 6 weeks, and highly enriched MDSCs from 23 of these samples were co-cultured with CD3/CD28-stimulated autologous T cells. microRNA expression from enriched MDSCs was also identified. RESULTS: We observed that MDSC numbers remain significantly elevated in hospitalized sepsis survivors for at least 6 weeks after their infection. However, only MDSCs obtained at and beyond 14 days post-sepsis significantly suppressed T lymphocyte proliferation and IL-2 production. These same MDSCs displayed unique epigenetic (miRNA) expression patterns compared to earlier time points. CONCLUSIONS: We conclude that in sepsis survivors, immature myeloid cell numbers are increased but the immune suppressive function specific to MDSCs develops over time, and this is associated with a specific epigenome. These findings may explain the chronic and persistent immune suppression seen in these subjects.


Asunto(s)
Epigénesis Genética/fisiología , Células Supresoras de Origen Mieloide/inmunología , Células Supresoras de Origen Mieloide/metabolismo , Sepsis/complicaciones , Factores de Tiempo , Anciano , Epigénesis Genética/genética , Femenino , Humanos , Unidades de Cuidados Intensivos/organización & administración , Unidades de Cuidados Intensivos/estadística & datos numéricos , Masculino , MicroARNs/inmunología , MicroARNs/metabolismo , Persona de Mediana Edad , Sepsis/fisiopatología
4.
Proc Natl Acad Sci U S A ; 113(19): E2627-35, 2016 May 10.
Artículo en Inglés | MEDLINE | ID: mdl-27114524

RESUMEN

Interleukin (IL)-18 is an important effector of innate and adaptive immunity, but its expression must also be tightly regulated because it can potentiate lethal systemic inflammation and death. Healthy and septic human neonates demonstrate elevated serum concentrations of IL-18 compared with adults. Thus, we determined the contribution of IL-18 to lethality and its mechanism in a murine model of neonatal sepsis. We find that IL-18-null neonatal mice are highly protected from polymicrobial sepsis, whereas replenishing IL-18 increased lethality to sepsis or endotoxemia. Increased lethality depended on IL-1 receptor 1 (IL-1R1) signaling but not adaptive immunity. In genome-wide analyses of blood mRNA from septic human neonates, expression of the IL-17 receptor emerged as a critical regulatory node. Indeed, IL-18 administration in sepsis increased IL-17A production by murine intestinal γδT cells as well as Ly6G(+) myeloid cells, and blocking IL-17A reduced IL-18-potentiated mortality to both neonatal sepsis and endotoxemia. We conclude that IL-17A is a previously unrecognized effector of IL-18-mediated injury in neonatal sepsis and that disruption of the deleterious and tissue-destructive IL-18/IL-1/IL-17A axis represents a novel therapeutic approach to improve outcomes for human neonates with sepsis.


Asunto(s)
Interleucina-17/antagonistas & inhibidores , Interleucina-17/inmunología , Interleucina-18/inmunología , Sepsis Neonatal/inmunología , Sepsis Neonatal/terapia , Tasa de Supervivencia , Animales , Animales Recién Nacidos , Anticuerpos Monoclonales/uso terapéutico , Femenino , Masculino , Ratones , Ratones Endogámicos C57BL , Terapia Molecular Dirigida/métodos , Sepsis Neonatal/patología , Resultado del Tratamiento
5.
J Immunol ; 195(5): 2396-407, 2015 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-26246141

RESUMEN

The elderly are particularly susceptible to trauma, and their outcomes are frequently dismal. Such patients often have complicated clinical courses and ultimately die of infection and sepsis. Recent research has revealed that although elderly subjects have increased baseline inflammation as compared with their younger counterparts, the elderly do not respond to severe infection or injury with an exaggerated inflammatory response. Initial retrospective analysis of clinical data from the Glue Grant trauma database demonstrated that despite a similar frequency, elderly trauma patients have worse outcomes to pneumonia than younger subjects do. Subsequent analysis with a murine trauma model also demonstrated that elderly mice had increased mortality after posttrauma Pseudomonas pneumonia. Blood, bone marrow, and bronchoalveolar lavage sample analyses from juvenile and 20-24-mo-old mice showed that increased mortality to trauma combined with secondary infection in the aged are not due to an exaggerated inflammatory response. Rather, they are due to a failure of bone marrow progenitors, blood neutrophils, and bronchoalveolar lavage cells to initiate and complete an emergency myelopoietic response, engendering myeloid cells that fail to clear secondary infection. In addition, elderly people appeared unable to resolve their inflammatory response to severe injury effectively.


Asunto(s)
Envejecimiento/inmunología , Inmunidad/inmunología , Mielopoyesis/inmunología , Choque Hemorrágico/inmunología , Heridas y Lesiones/inmunología , Adulto , Factores de Edad , Anciano , Envejecimiento/genética , Animales , Líquido del Lavado Bronquioalveolar/citología , Líquido del Lavado Bronquioalveolar/inmunología , Células Cultivadas , Estudios de Cohortes , Femenino , Humanos , Inmunidad/genética , Leucocitos/inmunología , Leucocitos/metabolismo , Masculino , Ratones Endogámicos C57BL , Persona de Mediana Edad , Mielopoyesis/genética , Análisis de Secuencia por Matrices de Oligonucleótidos , Neumonía Asociada al Ventilador/etiología , Neumonía Asociada al Ventilador/inmunología , Infecciones por Pseudomonas/genética , Infecciones por Pseudomonas/inmunología , Infecciones por Pseudomonas/mortalidad , Choque Hemorrágico/complicaciones , Tasa de Supervivencia , Transcriptoma/genética , Transcriptoma/inmunología , Heridas y Lesiones/complicaciones
6.
Physiol Genomics ; 48(2): 135-44, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26578697

RESUMEN

Controversy remains whether the leukocyte genomic response to trauma or sepsis is dependent upon the initiating stimulus. Previous work illustrated poor correlations between historical models of murine trauma and sepsis (i.e., trauma-hemorrhage and lipopolysaccharide injection, respectively). The aim of this study is to examine the early genomic response in improved murine models of sepsis [cecal ligation and puncture (CLP)] and trauma [polytrauma (PT)] with and without pneumonia (PT+Pp). Groups of naïve, CLP, PT, and PT+Pp mice were killed at 2 h, 1 or 3 days. Total leukocytes were isolated for genome-wide expression analysis, and genes that were found to differ from control (false discovery rate adjusted P < 0.001) were assessed for fold-change differences. Spearman correlations were also performed. For all time points combined (CLP, PT, PT+Pp), there were 10,426 total genes that were found to significantly differ from naïve controls. At 2 h, the transcriptomic changes between CLP and PT showed a positive correlation (rs) of 0.446 (P < 0.0001) but were less positive thereafter. Correlations were significantly improved when we limited the analysis to common genes whose expression differed by a 1.5 fold-change. Both pathway and upstream analyses revealed the activation of genes known to be associated with pathogen-associated and damage-associated molecular pattern signaling, and early activation patterns of expression were very similar between polytrauma and sepsis at the earliest time points. This study demonstrates that the early leukocyte genomic response to sepsis and trauma are very similar in mice.


Asunto(s)
Regulación de la Expresión Génica , Traumatismo Múltiple/metabolismo , Sepsis/metabolismo , Choque Hemorrágico/metabolismo , Animales , Modelos Animales de Enfermedad , Reacciones Falso Positivas , Estudio de Asociación del Genoma Completo , Sistema Inmunológico , Inflamación , Leucocitos/citología , Linfocitos/microbiología , Masculino , Ratones , Ratones Endogámicos C57BL , Traumatismo Múltiple/fisiopatología , Neumonía/metabolismo , Neumonía/microbiología , Neumonía/fisiopatología , Pseudomonas aeruginosa , Sepsis/fisiopatología , Choque Hemorrágico/fisiopatología , Transducción de Señal
7.
J Immunol ; 192(7): 3156-65, 2014 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-24591376

RESUMEN

Populations encompassing extremes of age, including neonates and elderly, have greater mortality from sepsis. We propose that the increased mortality observed in the neonatal and elderly populations after sepsis is due to fundamental differences in host-protective immunity and is manifested at the level of the leukocyte transcriptome. Neonatal (5-7 d), young adult (6-12 wk), or elderly (20-24 mo) mice underwent a cecal slurry model of intra-abdominal sepsis. Both neonatal and elderly mice exhibited significantly greater mortality to sepsis (p < 0.05). Neonates in particular exhibited significant attenuation of their inflammatory response (p < 0.05), as well as reductions in cell recruitment and reactive oxygen species production (both p < 0.05), all of which could be confirmed at the level of the leukocyte transcriptome. In contrast, elderly mice were also more susceptible to abdominal peritonitis, but this was associated with no significant differences in the magnitude of the inflammatory response, reduced bacterial killing (p < 0.05), reduced early myeloid cell activation (p < 0.05), and a persistent inflammatory response that failed to resolve. Interestingly, elderly mice expressed a persistent inflammatory and immunosuppressive response at the level of the leukocyte transcriptome, with failure to return to baseline by 3 d. This study reveals that neonatal and elderly mice have profoundly different responses to sepsis that are manifested at the level of their circulating leukocyte transcriptome, although the net result of increased mortality is similar. Considering these differences are fundamental aspects of the genomic response to sepsis, interventional therapies will require individualization based on the age of the population.


Asunto(s)
Inmunidad/genética , Leucocitos/metabolismo , Sepsis/genética , Transcriptoma/genética , Adulto , Factores de Edad , Animales , Animales Recién Nacidos , Ciego/inmunología , Ciego/microbiología , Células Cultivadas , Citocinas/genética , Citocinas/inmunología , Femenino , Interacciones Huésped-Patógeno/inmunología , Humanos , Inmunidad/inmunología , Recién Nacido , Leucocitos/inmunología , Masculino , Ratones , Ratones Endogámicos C57BL , Análisis de Secuencia por Matrices de Oligonucleótidos , Peritoneo/inmunología , Peritoneo/microbiología , Peritoneo/patología , Sepsis/inmunología , Sepsis/microbiología , Análisis de Supervivencia , Transcriptoma/inmunología
8.
J Immunol ; 192(2): 612-22, 2014 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-24337739

RESUMEN

The elderly have increased morbidity and mortality following sepsis; however, the cause(s) remains unclear. We hypothesized that these poor outcomes are due in part to defects in innate immunity, rather than to an exaggerated early inflammatory response. Young (6-12 wk) or aged (20-24 mo) mice underwent polymicrobial sepsis, and subsequently, the aged mice had increased mortality and defective peritoneal bacterial clearance compared with young mice. No differences were found in the magnitude of the plasma cytokine responses. Although septic aged mice displayed equivalent or increased numbers of circulating, splenic, and bone marrow myeloid cells, some of these cells exhibited decreased phagocytosis, reactive oxygen species production, and chemotaxis. Blood leukocyte gene expression was less altered in aged versus young mice 1 d after sepsis. Aged mice had a relative inability to upregulate gene expression of pathways related to neutrophil-mediated protective immunity, chemokine/chemokine receptor binding, and responses to exogenous molecules. Expression of most MHC genes remained more downregulated in aged mice at day 3. Despite their increased myeloid response to sepsis, the increased susceptibility of aged mice to sepsis appears not to be due to an exaggerated inflammatory response, but rather, a failure to mount an effective innate immune response.


Asunto(s)
Inmunidad Innata/inmunología , Células Mieloides/inmunología , Sepsis/inmunología , Anciano , Animales , Quimiocinas/sangre , Quimiocinas/genética , Quimiocinas/inmunología , Quimiocinas/metabolismo , Regulación hacia Abajo/genética , Regulación hacia Abajo/inmunología , Femenino , Humanos , Inmunidad Innata/genética , Leucocitos/inmunología , Leucocitos/metabolismo , Complejo Mayor de Histocompatibilidad/genética , Complejo Mayor de Histocompatibilidad/inmunología , Ratones , Ratones Endogámicos C57BL , Células Mieloides/metabolismo , Neutrófilos/inmunología , Neutrófilos/metabolismo , Fagocitosis/genética , Fagocitosis/inmunología , Especies Reactivas de Oxígeno/inmunología , Especies Reactivas de Oxígeno/metabolismo , Receptores de Quimiocina/genética , Receptores de Quimiocina/inmunología , Receptores de Quimiocina/metabolismo , Sepsis/sangre , Sepsis/genética , Sepsis/metabolismo , Transducción de Señal/genética , Transducción de Señal/inmunología , Bazo/inmunología , Bazo/metabolismo , Regulación hacia Arriba/genética , Regulación hacia Arriba/inmunología
9.
Harmful Algae ; 57(B): 35-38, 2016 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-27594814

RESUMEN

Ciguatera fish poisoning (ciguatera) is a common clinical syndrome in areas where there is dependence on tropical reef fish for food. A subset of patients develops recurrent and, in some instances, chronic symptoms, which may result in substantial disability. To identify possible biomarkers for recurrent/chronic disease, and to explore correlations with immune gene expression, peripheral blood leukocyte gene expression in 10 ciguatera patients (7 recurrent, 3 acute) from the U.S. Virgin Islands, and 5 unexposed Florida controls were evaluated. Significant differences in gene expression were noted when comparing ciguatera patients and controls; however, it was not possible to differentiate between patients with acute and recurrent disease, possibly due to the small sample sizes involved.

10.
Immunology ; 145(2): 300-11, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25684123

RESUMEN

Over one million newborns die annually from sepsis with the highest mortality in premature and low-birthweight infants. The inflammasome plays a central role in the regulation of innate immunity and inflammation, and is presumed to be involved in protective immunity, in large part through the caspase-1-dependent activation of interleukin-1ß (IL-1ß) and IL-18. Studies in endotoxic shock, however, suggest that endogenous caspase-1 activity and the inflammasome contribute to mortality primarily by promoting excessive systemic inflammatory responses. We examined whether caspase-1 and the inflammasome also regulate neonatal inflammation, host protective immunity and myelopoiesis during polymicrobial sepsis. Neonatal (5-7 days) C57BL/6 and caspase-1/11(-/-) mice underwent a low-lethality caecal slurry model of intra-abdominal sepsis (LD25-45 ). Ablation of caspase-1/11, but not apoptosis-associated speck-like protein containing a CARD domain or nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), improved neonatal survival following septic challenge compared with wild-type mice (P < 0·001), with decreased concentrations of inflammatory cytokines in the serum and peritoneum. Surprisingly, caspase-1/11(-/-) neonates also exhibited increased bone marrow and splenic haematopoietic stem cell expansion (P < 0·001), and increased concentrations of granulocyte and macrophage colony-stimulating factors in the peritoneum (P < 0·001) after sepsis. Ablation of caspase-1/11 signalling was also associated with increased recruitment of peritoneal macrophages and neutrophils (P < 0·001), increased phagocytosis by neutrophils (P = 0·003), and decreased bacterial colonization (P = 0·02) in the peritoneum. These findings suggest that endogenous caspase-1/11 activity, independent of the NLRP3 inflammasome, not only promotes the magnitude of the inflammatory response, but also suppresses protective immunity in the neonate, so contributing to innate immune dysfunction and poor survival in neonatal sepsis.


Asunto(s)
Caspasa 1/inmunología , Caspasas/inmunología , Inmunidad Innata , Mielopoyesis/inmunología , Sepsis/inmunología , Animales , Animales Recién Nacidos , Proteínas Portadoras/genética , Proteínas Portadoras/inmunología , Caspasa 1/genética , Caspasas/genética , Caspasas Iniciadoras , Modelos Animales de Enfermedad , Células Madre Hematopoyéticas/inmunología , Células Madre Hematopoyéticas/patología , Inflamasomas/genética , Inflamasomas/inmunología , Macrófagos Peritoneales/inmunología , Macrófagos Peritoneales/patología , Ratones , Ratones Noqueados , Mielopoyesis/genética , Proteína con Dominio Pirina 3 de la Familia NLR , Neutrófilos/inmunología , Neutrófilos/patología , Fagocitosis/genética , Fagocitosis/inmunología , Sepsis/genética , Sepsis/patología
11.
Mol Med ; 21: 496-504, 2015 Jun 02.
Artículo en Inglés | MEDLINE | ID: mdl-26052715

RESUMEN

Neonates manifest a unique host response to sepsis even among other children. Preterm neonates may experience sepsis soon after birth or during often-protracted birth hospitalizations as they attain physiologic maturity. We examined the transcriptome using genome-wide expression profiling on prospectively collected peripheral blood samples from infants evaluated for sepsis within 24 h after clinical presentation. Simultaneous plasma samples were examined for alterations in inflammatory mediators. Group designation (sepsis or uninfected) was determined retrospectively on the basis of clinical exam and laboratory results over the next 72 h from the time of evaluation. Unsupervised analysis showed the major node of separation between groups was timing of sepsis episode relative to birth (early, <3 d, or late, ≥3 d). Principal component analyses revealed significant differences between patients with early or late sepsis despite the presence of similar key immunologic pathway aberrations in both groups. Unique to neonates, the uninfected state and host response to sepsis is significantly affected by timing relative to birth. Future therapeutic approaches may need to be tailored to the timing of the infectious event based on postnatal age.


Asunto(s)
Inflamación/sangre , Sepsis/sangre , Transcriptoma/genética , Femenino , Edad Gestacional , Humanos , Lactante , Recién Nacido , Inflamación/genética , Inflamación/patología , Masculino , Análisis por Micromatrices , Factores de Riesgo , Sepsis/genética , Sepsis/patología
12.
Crit Care ; 19: 77, 2015 Mar 04.
Artículo en Inglés | MEDLINE | ID: mdl-25880307

RESUMEN

INTRODUCTION: We wished to characterize the relationship of advanced age to clinical outcomes and to transcriptomic responses after severe blunt traumatic injury with hemorrhagic shock. METHODS: We performed epidemiological, cytokine, and transcriptomic analyses on a prospective, multi-center cohort of 1,928 severely injured patients. RESULTS: We found that there was no difference in injury severity between the aged (age ≥55, n = 533) and young (age <55, n = 1395) cohorts. However, aged patients had more comorbidities. Advanced age was associated with more severe organ failure, infectious complications, ventilator days, and intensive care unit length of stay, as well as, an increased likelihood of being discharged to skilled nursing or long-term care facilities. Additionally, advanced age was an independent predictor of a complicated recovery and 28-day mortality. Acutely after trauma, blood neutrophil genome-wide expression analysis revealed an attenuated transcriptomic response as compared to the young; this attenuated response was supported by the patients' plasma cytokine and chemokine concentrations. Later, these patients demonstrated gene expression changes consistent with simultaneous, persistent pro-inflammatory and immunosuppressive states. CONCLUSIONS: We concluded that advanced age is one of the strongest non-injury related risk factors for poor outcomes after severe trauma with hemorrhagic shock and is associated with an altered and unique peripheral leukocyte genomic response. As the general population's age increases, it will be important to individualize prediction models and therapeutic targets to this high risk cohort.


Asunto(s)
Perfilación de la Expresión Génica , Evaluación del Resultado de la Atención al Paciente , Choque Hemorrágico/epidemiología , Heridas no Penetrantes/epidemiología , Adulto , Factores de Edad , Anciano , Estudios de Casos y Controles , Quimiocinas/sangre , Estudios de Cohortes , Comorbilidad , Citocinas/sangre , Florida/epidemiología , Genoma Humano , Humanos , Infecciones/epidemiología , Unidades de Cuidados Intensivos , Tiempo de Internación/estadística & datos numéricos , Cuidados a Largo Plazo , Persona de Mediana Edad , Insuficiencia Multiorgánica/epidemiología , Análisis Multivariante , Neutrófilos/metabolismo , Alta del Paciente , Respiración Artificial/estadística & datos numéricos , Instituciones de Cuidados Especializados de Enfermería
13.
Crit Care Med ; 42(6): 1406-13, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24413577

RESUMEN

OBJECTIVE: Genomic analyses from blood leukocytes have concluded that mouse injury poorly reflects human trauma at the leukocyte transcriptome. Concerns have focused on the modest severity of murine injury models, differences in murine compared with human age, dissimilar circulating leukocyte populations between species, and whether similar signaling pathways are involved. We sought to examine whether the transcriptomic response to severe trauma in mice could be explained by these extrinsic factors, by utilizing an increasing severity of murine trauma and shock in young and aged mice over time, and by examining the response in isolated neutrophil populations. DESIGN: Preclinical controlled in vivo laboratory study and retrospective cohort study. SETTING: Laboratory of Inflammation Biology and Surgical Science and multi-institution level 1 trauma centers. SUBJECTS: Six- to 10-week-old and 20- to 24-month-old C57BL/6 (B6) mice and two cohorts of 167 and 244 severely traumatized (Injury Severity Score > 15) adult (> 18 yr) patients. INTERVENTIONS: Mice underwent one of two severity polytrauma models of injury. Total blood leukocyte and neutrophil samples were collected. MEASUREMENTS AND MAIN RESULTS: Fold expression changes in leukocyte and neutrophil genome-wide expression analyses between healthy and injured mice (p < 0.001) were compared with human total and enriched blood leukocyte expression analyses of severe trauma patients at 0.5, 1, 4, 7, 14, and 28 days after injury (Glue Grant trauma-related database). We found that increasing the severity of the murine trauma model only modestly improved the correlation in the transcriptomic response with humans, whereas the age of the mice did not. In addition, the genome-wide response to blood neutrophils (rather than total WBC) was also not well correlated between humans and mice. However, the expression of many individual gene families was much more strongly correlated after injury in mice and humans. CONCLUSIONS: Although overall transcriptomic association remained weak even after adjusting for the severity of injury, age of the animals, timing, and individual leukocyte populations, there were individual signaling pathways and ontogenies that were strongly correlated between mice and humans. These genes are involved in early inflammation and innate/adaptive immunity.


Asunto(s)
Modelos Animales de Enfermedad , Regulación de la Expresión Génica , Leucocitos/metabolismo , Ratones , Neutrófilos/metabolismo , Heridas no Penetrantes/metabolismo , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Análisis de Varianza , Animales , Estudios de Casos y Controles , Femenino , Perfilación de la Expresión Génica/métodos , Estudio de Asociación del Genoma Completo , Humanos , Puntaje de Gravedad del Traumatismo , Masculino , Ratones Endogámicos C57BL , Persona de Mediana Edad , Estudios Retrospectivos , Transcriptoma/fisiología , Centros Traumatológicos , Heridas no Penetrantes/genética , Heridas no Penetrantes/patología
14.
Front Immunol ; 15: 1355405, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38720891

RESUMEN

Introduction: Sepsis engenders distinct host immunologic changes that include the expansion of myeloid-derived suppressor cells (MDSCs). These cells play a physiologic role in tempering acute inflammatory responses but can persist in patients who develop chronic critical illness. Methods: Cellular Indexing of Transcriptomes and Epitopes by Sequencing and transcriptomic analysis are used to describe MDSC subpopulations based on differential gene expression, RNA velocities, and biologic process clustering. Results: We identify a unique lineage and differentiation pathway for MDSCs after sepsis and describe a novel MDSC subpopulation. Additionally, we report that the heterogeneous response of the myeloid compartment of blood to sepsis is dependent on clinical outcome. Discussion: The origins and lineage of these MDSC subpopulations were previously assumed to be discrete and unidirectional; however, these cells exhibit a dynamic phenotype with considerable plasticity.


Asunto(s)
Células Supresoras de Origen Mieloide , Sepsis , Células Supresoras de Origen Mieloide/inmunología , Células Supresoras de Origen Mieloide/metabolismo , Humanos , Sepsis/inmunología , Transcriptoma , Masculino , Femenino , Diferenciación Celular/inmunología , Perfilación de la Expresión Génica
15.
JCI Insight ; 9(2)2024 Jan 23.
Artículo en Inglés | MEDLINE | ID: mdl-38100268

RESUMEN

BACKGROUNDSepsis remains a major clinical challenge for which successful treatment requires greater precision in identifying patients at increased risk of adverse outcomes requiring different therapeutic approaches. Predicting clinical outcomes and immunological endotyping of septic patients generally relies on using blood protein or mRNA biomarkers, or static cell phenotyping. Here, we sought to determine whether functional immune responsiveness would yield improved precision.METHODSAn ex vivo whole-blood enzyme-linked immunosorbent spot (ELISpot) assay for cellular production of interferon γ (IFN-γ) was evaluated in 107 septic and 68 nonseptic patients from 5 academic health centers using blood samples collected on days 1, 4, and 7 following ICU admission.RESULTSCompared with 46 healthy participants, unstimulated and stimulated whole-blood IFN-γ expression was either increased or unchanged, respectively, in septic and nonseptic ICU patients. However, in septic patients who did not survive 180 days, stimulated whole-blood IFN-γ expression was significantly reduced on ICU days 1, 4, and 7 (all P < 0.05), due to both significant reductions in total number of IFN-γ-producing cells and amount of IFN-γ produced per cell (all P < 0.05). Importantly, IFN-γ total expression on days 1 and 4 after admission could discriminate 180-day mortality better than absolute lymphocyte count (ALC), IL-6, and procalcitonin. Septic patients with low IFN-γ expression were older and had lower ALCs and higher soluble PD-L1 and IL-10 concentrations, consistent with an immunosuppressed endotype.CONCLUSIONSA whole-blood IFN-γ ELISpot assay can both identify septic patients at increased risk of late mortality and identify immunosuppressed septic patients.TRIAL REGISTRYN/A.FUNDINGThis prospective, observational, multicenter clinical study was directly supported by National Institute of General Medical Sciences grant R01 GM-139046, including a supplement (R01 GM-139046-03S1) from 2022 to 2024.


Asunto(s)
Interferón gamma , Sepsis , Humanos , Interferón gamma/metabolismo , Inmunoadsorbentes/uso terapéutico , Estudios Prospectivos , Biomarcadores
16.
Crit Care Med ; 41(4): 1075-85, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23399937

RESUMEN

OBJECTIVE: To develop a novel polytrauma model that better recapitulates the immunologic response of the severely injured patient by combining long-bone fracture, muscle tissue damage, and cecectomy with hemorrhagic shock, resulting in an equivalent Injury Severity Score of greater than 15. We compared this new polytrauma/shock model to historically used murine trauma-hemorrhage models. DESIGN: Pre-clinical controlled in vivo laboratory study. SETTING: Laboratory of Inflammation Biology and Surgical Science. SUBJECTS: Six- to 10-week-old C57BL/6 (B6) mice. INTERVENTIONS: Mice underwent 90 minutes of shock (mean arterial pressure 30 mm Hg) and resuscitation via femoral artery cannulation followed by laparotomy (trauma-hemorrhage), hemorrhage with laparotomy and femur fracture, or laparotomy with cecetomy and femur fracture with muscle tissue damage (polytrauma). Mice were euthanized at 2 hours, 1 day, and 3 days postinjury. MEASUREMENTS AND MAIN RESULTS: The spleen, bone marrow, blood, and serum were collected from mice for analysis at the above time points. None of the models were lethal. Mice undergoing polytrauma exhibited a more robust inflammatory response with significant elevations in cytokine/chemokine concentrations when compared with traditional models. Polytrauma was the only model to induce neutrophilia (Ly6G (+)CD11b(+) cells) on days 1 and 3 (p<0.05). Polytrauma, as compared to trauma-hemorrhage and hemorrhage with laparotomy and femur fracture, induced a loss of circulating CD4(+) T cell with simultaneous increased cell activation (CD69(+) and CD25(+)), similar to human trauma. There was a prolonged loss of major histocompatibility complex class II expression on monocytes in the polytrauma model (p<0.05). Results were confirmed by genome-wide expression analysis that revealed a greater magnitude and duration of blood leukocyte gene expression changes in the polytrauma model than the trauma-hemorrhage and sham models. CONCLUSIONS: This novel polytrauma model better replicates the human leukocyte, cytokine, and overall inflammatory response following injury and hemorrhagic shock.


Asunto(s)
Lesión Renal Aguda/inmunología , Lesiones Encefálicas/inmunología , Citocinas/sangre , Fracturas Óseas/inmunología , Hepatopatías/inmunología , Traumatismo Múltiple/inmunología , Choque Hemorrágico/inmunología , Lesión Renal Aguda/patología , Animales , Lesiones Encefálicas/patología , Linfocitos T CD4-Positivos , Modelos Animales de Enfermedad , Fracturas Óseas/patología , Hepatopatías/patología , Ratones , Ratones Endogámicos C57BL , Traumatismo Múltiple/patología , Choque Hemorrágico/patología , Bazo/patología
17.
Crit Care Med ; 41(5): 1175-85, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23388514

RESUMEN

OBJECTIVE: Many patients have complicated recoveries following severe trauma due to the development of organ injury. Physiological and anatomical prognosticators have had limited success in predicting clinical trajectories. We report on the development and retrospective validation of a simple genomic composite score that can be rapidly used to predict clinical outcomes. DESIGN: Retrospective cohort study. SETTING: Multi-institutional level 1 trauma centers. PATIENTS: Data were collected from 167 severely traumatized (injury severity score >15) adult (18-55 yr) patients. METHODS: Microarray-derived genomic data obtained from 167 severely traumatized patients over 28 days were assessed for differences in messenger RNA abundance among individuals with different clinical trajectories. Once a set of genes was identified based on differences in expression over the entire study period, messenger RNA abundance from these subjects obtained in the first 24 hours was analyzed in a blinded fashion using a rapid multiplex platform, and genomic data reduced to a single metric. RESULTS: From the existing genomic dataset, we identified 63 genes whose leukocyte expression differed between an uncomplicated and complicated clinical outcome over 28 days. Using a multiplex approach that can quantitate messenger RNA abundance in less than 12 hours, we reassessed total messenger RNA abundance from the first 24 hours after trauma and reduced the genomic data to a single composite score using the difference from reference. This composite score showed good discriminatory capacity to distinguish patients with a complicated outcome (area under a receiver-operator curve, 0.811; p <0.001). This was significantly better than the predictive power of either Acute Physiology and Chronic Health Evaluation II or new injury severity score scoring systems. CONCLUSIONS: A rapid genomic composite score obtained in the first 24 hours after trauma can retrospectively identify trauma patients who are likely to develop complicated clinical trajectories. A novel platform is described in which this genomic score can be obtained within 12 hours of blood collection, making it available for clinical decision making.


Asunto(s)
Causas de Muerte , Estudio de Asociación del Genoma Completo/métodos , Genómica/métodos , Centros Traumatológicos , Heridas y Lesiones/genética , Heridas y Lesiones/mortalidad , APACHE , Adolescente , Adulto , Estudios de Cohortes , Femenino , Regulación de la Expresión Génica , Mortalidad Hospitalaria/tendencias , Humanos , Puntaje de Gravedad del Traumatismo , Leucocitos/fisiología , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , ARN Mensajero/análisis , Reproducibilidad de los Resultados , Estudios Retrospectivos , Medición de Riesgo , Sensibilidad y Especificidad , Análisis de Supervivencia , Factores de Tiempo , Heridas y Lesiones/sangre , Adulto Joven
18.
medRxiv ; 2023 Sep 24.
Artículo en Inglés | MEDLINE | ID: mdl-37745385

RESUMEN

BACKGROUND: Sepsis remains a major clinical challenge for which successful treatment requires greater precision in identifying patients at increased risk of adverse outcomes requiring different therapeutic approaches. Predicting clinical outcomes and immunological endotyping of septic patients has generally relied on using blood protein or mRNA biomarkers, or static cell phenotyping. Here, we sought to determine whether functional immune responsiveness would yield improved precision. METHODS: An ex vivo whole blood enzyme-linked immunosorbent (ELISpot) assay for cellular production of interferon-γ (IFN-γ) was evaluated in 107 septic and 68 non-septic patients from five academic health centers using blood samples collected on days 1, 4 and 7 following ICU admission. RESULTS: Compared with 46 healthy subjects, unstimulated and stimulated whole blood IFNγ expression were either increased or unchanged, respectively, in septic and nonseptic ICU patients. However, in septic patients who did not survive 180 days, stimulated whole blood IFNγ expression was significantly reduced on ICU days 1, 4 and 7 (all p<0.05), due to both significant reductions in total number of IFNγ producing cells and amount of IFNγ produced per cell (all p<0.05). Importantly, IFNγ total expression on day 1 and 4 after admission could discriminate 180-day mortality better than absolute lymphocyte count (ALC), IL-6 and procalcitonin. Septic patients with low IFNγ expression were older and had lower ALC and higher sPD-L1 and IL-10 concentrations, consistent with an immune suppressed endotype. CONCLUSIONS: A whole blood IFNγ ELISpot assay can both identify septic patients at increased risk of late mortality, and identify immune-suppressed, sepsis patients.

19.
Surg Infect (Larchmt) ; 23(2): 142-149, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-34958257

RESUMEN

Background: To determine whether degree of anemia at sepsis onset is predictive of inflammatory cytokine trajectory, erythropoietin response, and recovery. Patients and Methods: Critically ill patients with sepsis were stratified into three groups based on initial hemoglobin (Hgb): Hgb <8 g/dL (severe); 8-10 g/dL (moderate); and >10 g/dL (mild). Granulocyte colony stimulating factor (G-CSF), interferon (IFN)-γ, tumor necrosis factor (TNF)-α, C-reactive protein (CRP), erythropoietin (EPO), and Zubrod scores were measured serially. Results: Thirty-four percent had severe anemia (Hgb, 7.2 ± 0.7g/dL), 35% had moderate anemia (Hgb, 9.1 ± 0.6g/dL), and 31% had mild anemia (Hgb, 11.3 ± 1.1g/dL). All groups experienced persistently high EPO levels without resolution of anemia. IFN-γ and CRP was persistently elevated in all groups. At three, six, and 12 months, the severe anemia group had higher Zubrod scores. Conclusions: Degree of anemia at sepsis onset was not associated with a difference in proinflammatory cytokine trajectory but was associated with a worse functional outcome. Despite initial elevated EPO levels, it did not correlate with resolution of anemia.


Asunto(s)
Anemia , Eritropoyetina , Sepsis , Citocinas , Hemoglobinas/metabolismo , Humanos , Sepsis/complicaciones , Sepsis/metabolismo
20.
JAMA Netw Open ; 5(7): e2221520, 2022 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-35819783

RESUMEN

Importance: Rapid and accurate discrimination of sepsis and its potential severity currently require multiple assays with slow processing times that are often inconclusive in discerning sepsis from sterile inflammation. Objective: To analyze a whole-blood, multivalent, host-messenger RNA expression metric for estimating the likelihood of bacterial infection and 30-day mortality and compare performance of the metric with that of other diagnostic and prognostic biomarkers and clinical parameters. Design, Setting, and Participants: This prospective diagnostic and prognostic study was performed in the surgical intensive care unit (ICU) of a single, academic health science center. The analysis included 200 critically ill adult patients admitted with suspected sepsis (cohort A) or those at high risk for developing sepsis (cohort B) between July 1, 2020, and July 30, 2021. Exposures: Whole-blood sample measurements of a custom 29-messenger RNA transcriptomic metric classifier for likelihood of bacterial infection (IMX-BVN-3) or 30-day mortality (severity) (IMX-SEV-3) in a clinical-diagnostic laboratory setting using an analysis platform (510[k]-cleared nCounter FLEX; NanoString, Inc), compared with measurement of procalcitonin and interleukin 6 (IL-6) plasma levels, and maximum 24-hour sequential organ failure assessment (SOFA) scores. Main Outcomes and Measures: Estimated sepsis and 30-day mortality performance. Results: Among the 200 patients included (124 men [62.0%] and 76 women [38.0%]; median age, 62.5 [IQR, 47.0-72.0] years), the IMX-BVN-3 bacterial infection classifier had an area under the receiver operating characteristics curve (AUROC) of 0.84 (95% CI, 0.77-0.90) for discriminating bacterial infection at ICU admission, similar to procalcitonin (0.85 [95% CI, 0.79-0.90]; P = .79) and significantly better than IL-6 (0.67 [95% CI, 0.58-0.75]; P < .001). For estimating 30-day mortality, the IMX-SEV-3 metric had an AUROC of 0.81 (95% CI, 0.66-0.95), which was significantly better than IL-6 levels (0.57 [95% CI, 0.37-0.77]; P = .006), marginally better than procalcitonin levels (0.65 [95% CI, 0.50-0.79]; P = .06), and similar to the SOFA score (0.76 [95% CI, 0.62-0.91]; P = .48). Combining IMX-BVN-3 and IMX-SEV-3 with procalcitonin or IL-6 levels or SOFA scores did not significantly improve performance. Among patients with sepsis, IMX-BVN-3 scores decreased over time, reflecting the resolution of sepsis. In 11 individuals at high risk (cohort B) who subsequently developed sepsis during their hospital course, IMX-BVN-3 bacterial infection scores did not decline over time and peaked on the day of documented infection. Conclusions and Relevance: In this diagnostic and prognostic study, a novel, multivalent, transcriptomic metric accurately estimated the presence of bacterial infection and risk for 30-day mortality in patients admitted to a surgical ICU. The performance of this single transcriptomic metric was equivalent to or better than multiple alternative diagnostic and prognostic metrics when measured at admission and provided additional information when measured over time.


Asunto(s)
Enfermedad Crítica , Sepsis , Adulto , Femenino , Mortalidad Hospitalaria , Humanos , Interleucina-6 , Masculino , Persona de Mediana Edad , Polipéptido alfa Relacionado con Calcitonina , Estudios Prospectivos , ARN Mensajero , Transcriptoma
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