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1.
Nature ; 611(7937): 794-800, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36323785

RESUMEN

Protective immunity relies on the interplay of innate and adaptive immune cells with complementary and redundant functions. Innate lymphoid cells (ILCs) have recently emerged as tissue-resident, innate mirror images of the T cell system, with which they share lineage-specifying transcription factors and effector machinery1. Located at barrier surfaces, ILCs are among the first responders against invading pathogens and thus could potentially determine the outcome of the immune response2. However, so far it has not been possible to dissect the unique contributions of ILCs to protective immunity owing to limitations in specific targeting of ILC subsets. Thus, all of the available data have been generated either in mice lacking the adaptive immune system or with tools that also affect other immune cell subsets. In addition, it has been proposed that ILCs might be dispensable for a proper immune response because other immune cells could compensate for their absence3-7. Here we report the generation of a mouse model based on the neuromedin U receptor 1 (Nmur1) promoter as a driver for simultaneous expression of Cre recombinase and green fluorescent protein, which enables gene targeting in group 2 ILCs (ILC2s) without affecting other innate and adaptive immune cells. Using Cre-mediated gene deletion of Id2 and Gata3 in Nmur1-expressing cells, we generated mice with a selective and specific deficiency in ILC2s. ILC2-deficient mice have decreased eosinophil counts at steady state and are unable to recruit eosinophils to the airways in models of allergic asthma. Further, ILC2-deficient mice do not mount an appropriate immune and epithelial type 2 response, resulting in a profound defect in worm expulsion and a non-protective type 3 immune response. In total, our data establish non-redundant functions for ILC2s in the presence of adaptive immune cells at steady state and during disease and argue for a multilayered organization of the immune system on the basis of a spatiotemporal division of labour.


Asunto(s)
Sistema Inmunológico , Inmunidad Innata , Linfocitos , Animales , Ratones , Asma/genética , Asma/inmunología , Asma/patología , Modelos Animales de Enfermedad , Eosinófilos/patología , Inmunidad Innata/inmunología , Linfocitos/clasificación , Linfocitos/inmunología , Proteínas Fluorescentes Verdes , Sistema Inmunológico/citología , Sistema Inmunológico/inmunología , Sistema Inmunológico/patología
2.
Front Immunol ; 13: 803417, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35154118

RESUMEN

T and natural killer (NK) cells are effector cells with key roles in anti-HIV immunity, including in lymphoid tissues, the major site of HIV persistence. However, little is known about the features of these effector cells from people living with HIV (PLWH), particularly from those who initiated antiretroviral therapy (ART) during acute infection. Our study design was to use 42-parameter CyTOF to conduct deep phenotyping of paired blood- and lymph node (LN)-derived T and NK cells from three groups of HIV+ aviremic individuals: elite controllers (N = 5), and ART-suppressed individuals who had started therapy during chronic (N = 6) vs. acute infection (N = 8), the latter of which is associated with better outcomes. We found that acute-treated individuals are enriched for specific subsets of T and NK cells, including blood-derived CD56-CD16+ NK cells previously associated with HIV control, and LN-derived CD4+ T follicular helper cells with heightened expansion potential. An in-depth comparison of the features of the cells from blood vs. LNs of individuals from our cohort revealed that T cells from blood were more activated than those from LNs. By contrast, LNs were enriched for follicle-homing CXCR5+ CD8+ T cells, which expressed increased levels of inhibitory receptors and markers of survival and proliferation as compared to their CXCR5- counterparts. In addition, a subset of memory-like CD56brightTCF1+ NK cells was enriched in LNs relative to blood. These results together suggest unique T and NK cell features in acute-treated individuals, and highlight the importance of examining effector cells not only in blood but also the lymphoid tissue compartment, where the reservoir mostly persists, and where these cells take on distinct phenotypic features.


Asunto(s)
Infecciones por VIH/inmunología , Leucocitos/clasificación , Linfocitos/inmunología , Fenotipo , Respuesta Virológica Sostenida , Adulto , Anciano , Antirretrovirales/uso terapéutico , Linfocitos T CD4-Positivos/inmunología , Linfocitos T CD8-positivos/inmunología , Femenino , Infecciones por VIH/tratamiento farmacológico , VIH-1/inmunología , Humanos , Células Asesinas Naturales/inmunología , Leucocitos/inmunología , Linfocitos/clasificación , Masculino , Persona de Mediana Edad
4.
Coron Artery Dis ; 33(2): 137-143, 2022 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-33826535

RESUMEN

The natural history of coronary heart disease (CAD) commonly begins with atherosclerosis, progressing to chronic coronary syndrome (CCS), acute coronary syndrome (ACS), and eventually, heart failure. Despite advancements in preventive and therapeutic strategies, there is room for further cardiovascular risk reduction. Recently, inflammation has emerged as a potential therapeutic target. The neutrophil-to-lymphocyte ratio (NLR) is a novel inflammatory biomarker which predicts poor prognosis in several conditions such as metabolic syndrome, sepsis, malignancy and CAD. In atherosclerosis, a high NLR predicts plaque vulnerability and severe stenosis. This is consistent with observations in CCS, where an elevated NLR predicts long-term major adverse cardiac events (MACEs). In ACS patients, high NLR levels are associated with larger infarct sizes and poor long-term outcomes. Possible reasons for this include failure of fibrinolysis, ischemia-reperfusion injury and in-stent restenosis, all of which are associated with raised NLR levels. Following myocardial infarction, an elevated NLR correlates with pathological cardiac remodeling which propagates chronic heart failure. Finally, in heart failure patients, an elevated NLR predicts long-term MACEs, mortality, and poor left ventricular assist device and transplant outcomes. Further studies must evaluate whether the addition of NLR to current risk-stratification models can better identify high-risk CAD patients.


Asunto(s)
Enfermedad de la Arteria Coronaria/sangre , Linfocitos/clasificación , Neutrófilos/clasificación , Anciano , Enfermedad de la Arteria Coronaria/complicaciones , Femenino , Humanos , Recuento de Leucocitos/métodos , Recuento de Leucocitos/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Pronóstico , Factores de Riesgo
5.
Front Immunol ; 12: 765923, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34777384

RESUMEN

Cellular composition and structural organization of cells in the tissue determine effective antitumor response and can predict patient outcome and therapy response. Here we present Seg-SOM, a method for dimensionality reduction of cell morphology in H&E-stained tissue images. Seg-SOM resolves cellular tissue heterogeneity and reveals complex tissue architecture. We leverage a self-organizing map (SOM) artificial neural network to group cells based on morphological features like shape and size. Seg-SOM allows for cell segmentation, systematic classification, and in silico cell labeling. We apply the Seg-SOM to a dataset of breast cancer progression images and find that clustering of SOM classes reveals groups of cells corresponding to fibroblasts, epithelial cells, and lymphocytes. We show that labeling the Lymphocyte SOM class on the breast tissue images accurately estimates lymphocytic infiltration. We further demonstrate how to use Seq-SOM in combination with non-negative matrix factorization to statistically describe the interaction of cell subtypes and use the interaction information as highly interpretable features for a histological classifier. Our work provides a framework for use of SOM in human pathology to resolve cellular composition of complex human tissues. We provide a python implementation and an easy-to-use docker deployment, enabling researchers to effortlessly featurize digitalized H&E-stained tissue.


Asunto(s)
Neoplasias de la Mama/clasificación , Carcinoma Intraductal no Infiltrante/clasificación , Coloración y Etiquetado/métodos , Algoritmos , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/inmunología , Neoplasias de la Mama/patología , Carcinoma Intraductal no Infiltrante/diagnóstico por imagen , Carcinoma Intraductal no Infiltrante/inmunología , Carcinoma Intraductal no Infiltrante/patología , Análisis por Conglomerados , Células Epiteliales/clasificación , Femenino , Fibroblastos/clasificación , Humanos , Linfocitos/clasificación , Linfocitos/inmunología , Redes Neurales de la Computación
6.
STAR Protoc ; 2(4): 100925, 2021 12 17.
Artículo en Inglés | MEDLINE | ID: mdl-34755121

RESUMEN

This protocol describes how to identify Dual Expressers (DEs), a rare type of lymphocyte that co-expresses B-cell receptors and T-cell receptors, by flow cytometry using a cocktail of four antibodies. It also shows the subsequent gating strategy for detecting and sorting DEs and the generation of EBV-immortalized DE lymphoblastoid cell lines and clones for antibody production and cloning antigen receptors. Use of this protocol maximizes detection of DEs and minimizes inclusion of doublets. For complete details on the use and execution of this protocol, please refer to Ahmed et al. (2019).


Asunto(s)
Técnicas de Cultivo de Célula/métodos , Citometría de Flujo/métodos , Linfocitos , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Células Sanguíneas/citología , Línea Celular , Centrifugación por Gradiente de Densidad , Niño , Femenino , Humanos , Inmunohistoquímica , Linfocitos/química , Linfocitos/clasificación , Linfocitos/citología , Linfocitos/metabolismo , Masculino , Persona de Mediana Edad , Receptores de Antígenos de Linfocitos B/química , Receptores de Antígenos de Linfocitos B/metabolismo , Receptores de Antígenos de Linfocitos T/química , Receptores de Antígenos de Linfocitos T/metabolismo , Adulto Joven
7.
Cell Rep Med ; 2(10): 100404, 2021 10 19.
Artículo en Inglés | MEDLINE | ID: mdl-34755126

RESUMEN

Pathological examination is the gold standard for cancer diagnosis, and breast tumor cells are often found in clusters. We report a case study on one triple-negative breast cancer (TNBC) patient, analyzing tumor development, metastasis, and prognosis with simultaneous DNA and RNA sequencing of pathologist-defined cell clusters from multiregional frozen sections. The cell clusters are isolated by laser capture microdissection (LCM) from primary tumor tissue, lymphatic vessels, and axillary lymph nodes. Data are reported for a total of 97 cell clusters. A combination of tumor cell-cluster clonality and phylogeny reveals 3 evolutionarily distinct pathways for this patient, each associated with a unique mRNA signature, and each correlated with disparate survival outcomes. Hub gene analysis indicates that extensive downregulation of ribosomal protein mRNA is a potential marker of poor prognosis in breast cancer.


Asunto(s)
Linaje de la Célula/genética , ADN de Neoplasias/genética , Genoma Humano , ARN Neoplásico/genética , Neoplasias de la Mama Triple Negativas/diagnóstico , Neoplasias de la Mama Triple Negativas/genética , Agregación Celular/genética , Células Clonales , ADN de Neoplasias/metabolismo , Progresión de la Enfermedad , Células Epiteliales/clasificación , Células Epiteliales/metabolismo , Células Epiteliales/patología , Resultado Fatal , Femenino , Regulación Neoplásica de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Ganglios Linfáticos/metabolismo , Ganglios Linfáticos/patología , Metástasis Linfática , Vasos Linfáticos/metabolismo , Vasos Linfáticos/patología , Linfocitos/clasificación , Linfocitos/metabolismo , Linfocitos/patología , Filogenia , Pronóstico , ARN Neoplásico/metabolismo , Proteínas Ribosómicas/genética , Proteínas Ribosómicas/metabolismo , Neoplasias de la Mama Triple Negativas/metabolismo , Neoplasias de la Mama Triple Negativas/patología , Adulto Joven
8.
J Clin Invest ; 131(17)2021 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-34623332

RESUMEN

We studied a child with severe viral, bacterial, fungal, and parasitic diseases, who was homozygous for a loss-of-function mutation of REL, encoding c-Rel, which is selectively expressed in lymphoid and myeloid cells. The patient had low frequencies of NK, effector memory cells reexpressing CD45RA (Temra) CD8+ T cells, memory CD4+ T cells, including Th1 and Th1*, Tregs, and memory B cells, whereas the counts and proportions of other leukocyte subsets were normal. Functional deficits of myeloid cells included the abolition of IL-12 and IL-23 production by conventional DC1s (cDC1s) and monocytes, but not cDC2s. c-Rel was also required for induction of CD86 expression on, and thus antigen-presenting cell function of, cDCs. Functional deficits of lymphoid cells included reduced IL-2 production by naive T cells, correlating with low proliferation and survival rates and poor production of Th1, Th2, and Th17 cytokines by memory CD4+ T cells. In naive CD4+ T cells, c-Rel is dispensable for early IL2 induction but contributes to later phases of IL2 expression. The patient's naive B cells displayed impaired MYC and BCL2L1 induction, compromising B cell survival and proliferation and preventing their differentiation into Ig-secreting plasmablasts. Inherited c-Rel deficiency disrupts the development and function of multiple myeloid and lymphoid cells, compromising innate and adaptive immunity to multiple infectious agents.


Asunto(s)
Genes rel , Enfermedades de Inmunodeficiencia Primaria/genética , Enfermedades de Inmunodeficiencia Primaria/inmunología , Proteínas Proto-Oncogénicas c-rel/deficiencia , Proteínas Proto-Oncogénicas c-rel/genética , Inmunidad Adaptativa/genética , Inmunidad Adaptativa/inmunología , Niño , Consanguinidad , Femenino , Trasplante de Células Madre Hematopoyéticas , Homocigoto , Interacciones Microbiota-Huesped/genética , Interacciones Microbiota-Huesped/inmunología , Humanos , Inmunidad Innata/genética , Inmunidad Innata/inmunología , Activación de Linfocitos , Linfocitos/clasificación , Linfocitos/inmunología , Mutación , Células Mieloides/inmunología , Enfermedades de Inmunodeficiencia Primaria/terapia , Isoformas de Proteínas
9.
Medicine (Baltimore) ; 100(29): e26202, 2021 Jul 23.
Artículo en Inglés | MEDLINE | ID: mdl-34397999

RESUMEN

INTRODUCTION: Previous research indicates that the platelet-to-lymphocyte ratio (PLR) may be an indicator of poor prognosis in many tumor types. However, the PLR is rarely described in patients undergoing neoadjuvant chemotherapy (NAC) for solid tumors. Thus, we performed a meta-analysis to investigate the prognostic value of this ratio for patients with solid tumors treated by NAC. METHODS: A comprehensive search of the literature was conducted using the PubMed, EMBASE, Cochrane Library, and Web of Science databases, followed by a manual search of references from the retrieved articles. Pooled hazard ratios (HRs) with 95% confidence interval (CIs) were used to evaluate the association between PLR and 3 outcomes, namely, overall survival, disease-free survival, and pathological complete response rate after NAC. RESULTS: Eighteen studies published no earlier than 2014 were included in our study. A lower PLR was associated with better overall survival (HR = 1.46, 95% CI, 1.11-1.92) and favorable disease-free survival (HR = 1.81, 95% CI, 1.27-2.59). A PLR that was higher than a certain cutoff was associated with a lower pathological complete response rate in patients with cancer who received NAC (Odds ratio = 1.93, 95% CI, 1.40-2.87). CONCLUSION: Elevated PLR is associated with poor prognosis in various solid tumors. PLR may be a useful biomarker in delineating those patients with poorer prognoses who may benefit from neoadjuvant therapies.


Asunto(s)
Recuento de Linfocitos/normas , Terapia Neoadyuvante/métodos , Neoplasias/patología , Recuento de Plaquetas/normas , Pronóstico , Plaquetas/clasificación , Plaquetas/patología , Humanos , Recuento de Linfocitos/métodos , Linfocitos/clasificación , Linfocitos/patología , Neoplasias/fisiopatología , Neoplasias/terapia , Recuento de Plaquetas/métodos
10.
Medicine (Baltimore) ; 100(29): e26591, 2021 Jul 23.
Artículo en Inglés | MEDLINE | ID: mdl-34398014

RESUMEN

ABSTRACT: The goal of this work was to investigate the potential significance of neutrophil-lymphocyte ratio (NLR) in patients treated with maintenance hemodialysis (MHD).Herein, we retrospectively reviewed the electronic medical records of 100 patients with end-stage renal failure who were treated with MHD. All patients enrolled in this study met the inclusion criteria and were followed. The differences in each indicator between the two groups were compared using the Wilcoxon rank-sum test. On the other hand, Spearman correlation and logistic regression analysis were used to explore the correlation and risk factors for pulmonary infection between NLR and other indicators. Finally, we determined the optimal cut-off values for NLR, hypersensitive c-reactive protein (hs-CRP), and procalcitonin (PCT) diagnosis of pulmonary infection using the receiver operating characteristic curve.We found that NLR was positively correlated with age, PCT, hs-CRP, and hospital stay, but negatively correlated with hemoglobin, red blood cell, and Albumin. The expression levels of PCT, hs-CRP, and NLR in the infected group decreased significantly than those before treatment. Multiple regression analysis revealed that NLR is an important independent risk factor for MHD patients with pulmonary infection. Additionally, receiver operating characteristic curve analysis showed that the sensitivity, specificity, and area under the curve were 87.76%, 100%, and 0.920 when using NLR combined with hs-CRP to predict pulmonary infection in MHD patients, whereas that of NLR combined with PCT were 87.76%, 96.08%, and 0.944, respectively.Findings from this study suggested that NLR is an independent risk factor for MHD patients with pulmonary infection, which can effectively predict pulmonary infection. Moreover, sensitivity and specificity were greatly enhanced when using NLR combined with PCT/hs-CRP to predict pulmonary infection in MHD patients.


Asunto(s)
Linfocitos/clasificación , Neutrófilos/clasificación , Neumonía/etiología , Diálisis Renal/efectos adversos , Adulto , China , Femenino , Humanos , Fallo Renal Crónico/terapia , Recuento de Leucocitos/métodos , Recuento de Leucocitos/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Neumonía/sangre , Curva ROC , Diálisis Renal/métodos , Diálisis Renal/estadística & datos numéricos , Estudios Retrospectivos
13.
Brief Bioinform ; 22(5)2021 09 02.
Artículo en Inglés | MEDLINE | ID: mdl-33681983

RESUMEN

Single-cell RNA sequencing (scRNA-Seq) is an emerging strategy for characterizing immune cell populations. Compared to flow or mass cytometry, scRNA-Seq could potentially identify cell types and activation states that lack precise cell surface markers. However, scRNA-Seq is currently limited due to the need to manually classify each immune cell from its transcriptional profile. While recently developed algorithms accurately annotate coarse cell types (e.g. T cells versus macrophages), making fine distinctions (e.g. CD8+ effector memory T cells) remains a difficult challenge. To address this, we developed a machine learning classifier called ImmClassifier that leverages a hierarchical ontology of cell type. We demonstrate that its predictions are highly concordant with flow-based markers from CITE-seq and outperforms other tools (+15% recall, +14% precision) in distinguishing fine-grained cell types with comparable performance on coarse ones. Thus, ImmClassifier can be used to explore more deeply the heterogeneity of the immune system in scRNA-Seq experiments.


Asunto(s)
Aprendizaje Profundo , Células Eritroides/clasificación , Linfocitos/clasificación , ARN/genética , Análisis de la Célula Individual/métodos , Análisis por Conglomerados , Conjuntos de Datos como Asunto , Células Eritroides/citología , Células Eritroides/inmunología , Humanos , Inmunofenotipificación , Linfocitos/citología , Linfocitos/inmunología , ARN/inmunología , RNA-Seq , Análisis de Secuencia de ARN
14.
Nature ; 592(7852): 128-132, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33536623

RESUMEN

Tissue-resident innate lymphoid cells (ILCs) help sustain barrier function and respond to local signals. ILCs are traditionally classified as ILC1, ILC2 or ILC3 on the basis of their expression of specific transcription factors and cytokines1. In the skin, disease-specific production of ILC3-associated cytokines interleukin (IL)-17 and IL-22 in response to IL-23 signalling contributes to dermal inflammation in psoriasis. However, it is not known whether this response is initiated by pre-committed ILCs or by cell-state transitions. Here we show that the induction of psoriasis in mice by IL-23 or imiquimod reconfigures a spectrum of skin ILCs, which converge on a pathogenic ILC3-like state. Tissue-resident ILCs were necessary and sufficient, in the absence of circulatory ILCs, to drive pathology. Single-cell RNA-sequencing (scRNA-seq) profiles of skin ILCs along a time course of psoriatic inflammation formed a dense transcriptional continuum-even at steady state-reflecting fluid ILC states, including a naive or quiescent-like state and an ILC2 effector state. Upon disease induction, the continuum shifted rapidly to span a mixed, ILC3-like subset also expressing cytokines characteristic of ILC2s, which we inferred as arising through multiple trajectories. We confirmed the transition potential of quiescent-like and ILC2 states using in vitro experiments, single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) and in vivo fate mapping. Our results highlight the range and flexibility of skin ILC responses, suggesting that immune activities primed in healthy tissues dynamically adapt to provocations and, left unchecked, drive pathological remodelling.


Asunto(s)
Inmunidad Innata/inmunología , Linfocitos/inmunología , Linfocitos/patología , Psoriasis/inmunología , Psoriasis/patología , Piel/inmunología , Piel/patología , Animales , Diferenciación Celular , Linaje de la Célula , Cromatina/genética , Modelos Animales de Enfermedad , Femenino , Inflamación/genética , Inflamación/inmunología , Inflamación/patología , Interleucina-23/inmunología , Análisis de Clases Latentes , Linfocitos/clasificación , Masculino , Ratones , Psoriasis/genética , ARN Citoplasmático Pequeño/genética , Reproducibilidad de los Resultados , Factores de Tiempo
15.
JCI Insight ; 6(1)2021 01 11.
Artículo en Inglés | MEDLINE | ID: mdl-33427206

RESUMEN

The CNS is regarded as an immunoprivileged organ, evading routine immune surveillance; however, the coordinated development of immune responses profoundly influences outcomes after brain injury. Innate lymphoid cells (ILCs) are cytokine-producing cells that are critical for the initiation, modulation, and resolution of inflammation, but the functional relevance and mechanistic regulation of ILCs are unexplored after acute brain injury. We demonstrate increased proliferation of all ILC subtypes within the meninges for up to 1 year after experimental traumatic brain injury (TBI) while ILCs were present within resected dura and elevated within cerebrospinal fluid (CSF) of moderate-to-severe TBI patients. In line with energetic derangements after TBI, inhibition of the metabolic regulator, AMPK, increased meningeal ILC expansion, whereas AMPK activation suppressed proinflammatory ILC1/ILC3 and increased the frequency of IL-10-expressing ILC2 after TBI. Moreover, intracisternal administration of IL-33 activated AMPK, expanded ILC2, and suppressed ILC1 and ILC3 within the meninges of WT and Rag1-/- mice, but not Rag1-/- IL2rg-/- mice. Taken together, we identify AMPK as a brake on the expansion of proinflammatory, CNS-resident ILCs after brain injury. These findings establish a mechanistic framework whereby immunometabolic modulation of ILCs may direct the specificity, timing, and magnitude of cerebral immunity.


Asunto(s)
Proteínas Quinasas Activadas por AMP/metabolismo , Lesiones Traumáticas del Encéfalo/enzimología , Lesiones Traumáticas del Encéfalo/inmunología , Inmunidad Innata , Linfocitos/inmunología , Proteínas Quinasas Activadas por AMP/antagonistas & inhibidores , Proteínas Quinasas Activadas por AMP/deficiencia , Proteínas Quinasas Activadas por AMP/genética , Proteínas Quinasas Activadas por AMP/inmunología , Adolescente , Adulto , Anciano , Animales , Lesiones Traumáticas del Encéfalo/líquido cefalorraquídeo , Modelos Animales de Enfermedad , Femenino , Humanos , Linfocitos/clasificación , Linfocitos/patología , Masculino , Meninges/inmunología , Meninges/patología , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Persona de Mediana Edad , Adulto Joven
16.
Brief Bioinform ; 22(5)2021 09 02.
Artículo en Inglés | MEDLINE | ID: mdl-33401306

RESUMEN

Tissue immune cells have long been recognized as important regulators for the maintenance of balance in the body system. Quantification of the abundance of different immune cells will provide enhanced understanding of the correlation between immune cells and normal or abnormal situations. Currently, computational methods to predict tissue immune cell compositions from bulk transcriptomes have been largely developed. Therefore, summarizing the advantages and disadvantages is appropriate. In addition, an examination of the challenges and possible solutions for these computational models will assist the development of this field. The common hypothesis of these models is that the expression of signature genes for immune cell types might represent the proportion of immune cells that contribute to the tissue transcriptome. In general, we grouped all reported tools into three groups, including reference-free, reference-based scoring and reference-based deconvolution methods. In this review, a summary of all the currently reported computational immune cell quantification tools and their applications, limitations, and perspectives are presented. Furthermore, some critical problems are found that have limited the performance and application of these models, including inadequate immune cell type, the collinearity problem, the impact of the tissue environment on the immune cell expression level, and the deficiency of standard datasets for model validation. To address these issues, tissue specific training datasets that include all known immune cells, a hierarchical computational framework, and benchmark datasets including both tissue expression profiles and the abundances of all the immune cells are proposed to further promote the development of this field.


Asunto(s)
Sistema Inmunológico , Linfocitos/inmunología , Modelos Inmunológicos , Monocitos/inmunología , Proteínas de Neoplasias/genética , Neoplasias/inmunología , Animales , Simulación por Computador , Fibroblastos/clasificación , Fibroblastos/inmunología , Fibroblastos/patología , Regulación Neoplásica de la Expresión Génica , Humanos , Linfocitos/clasificación , Linfocitos/patología , Ratones , MicroARNs/genética , MicroARNs/inmunología , Monocitos/clasificación , Monocitos/patología , Proteínas de Neoplasias/inmunología , Neoplasias/genética , Neoplasias/patología , ARN Mensajero/genética , ARN Mensajero/inmunología , Transducción de Señal
17.
J Microbiol Immunol Infect ; 54(3): 457-465, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-32113792

RESUMEN

BACKGROUND/PURPOSE: Penicillium marneffei (P. marneffei) infection, which has been traditionally considered as an indicator of immunosuppression, is one of the most common systemic opportunistic infections in patients with AIDS. Recently, more and more P. marneffei infections have been documented in HIV-negative patients without underlying diseases, which challenges the traditional view that P. marneffei infection is an indicator of immunosuppression. We aimed to evaluate the number and function of lymphocytes in HIV-negative patients with P. marneffei infection. METHODS: 15 HIV-negative P. marneffei-infected patients and 18 healthy controls were recruited and investigated. The number and function of lymphocytes were analyzed by flow cytometry. RESULTS: Most laboratory tests were within the reference ranges, except for a significant increase in total IgE in P. marneffei-infected patients. Lymphocyte subset analysis showed that the number of CD4+ T cells and NK cells was significantly decreased in HIV-negative marneffei-infected patients compared with healthy controls. However, almost half of the marneffei-infected patients still had normal levels of lymphocytes. A further analysis of cell function showed that the activation and proliferation of CD4+ T cells, the cytotoxicity of CD8+ T cells and NK cells, and the cytokine secretion potential of CD4+ T cells and NK cells were all impaired, in comparison with healthy controls. CONCLUSIONS: P. marneffei infection has to be regarded as an indicator of immunosuppression. A further investigation of cell function is required in patients with opportunistic infection, as the cell function may be impaired in this condition.


Asunto(s)
Subgrupos Linfocitarios/inmunología , Linfocitos/inmunología , Linfocitos/patología , Micosis/inmunología , Talaromyces/inmunología , Adolescente , Adulto , Niño , Femenino , Infecciones por VIH , Humanos , Tolerancia Inmunológica , Subgrupos Linfocitarios/patología , Linfocitos/clasificación , Masculino , Persona de Mediana Edad , Adulto Joven
18.
Burns ; 47(3): 594-600, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-32893051

RESUMEN

BACKGROUND: Extensive burns is one of the most common severe injuries, with a high annual death rate. Previous studies showed that the neutrophil to lymphocyte ratio (NLR) is a prognostic factor for some inflammatory diseases. However, until now, no study has evaluated the clinical prognostic value of NLR in extensively burned patients. The aim of this study was to investigate the prognostic value of NLR in this medical condition to provide clinical guidance. METHODS: 271 patients diagnosed with extensive burns were analysed retrospectively between 2005 and 2018 in the Department of Burn Surgery of Changhai Hospital. NLR cut-off values at the first 3 days of hospitalization were calculated by the ROC analysis. RESULTS: Of the 271 patients in this study, the majority (82.3%) were injured by flame. The median total body surface area (TBSA) was 55% (IQR, 40% to 85%) and the median full thickness burn (FTB) was 20% (IQR, 3%-44%). The patients' NLR declined within the first 3 days after admission, and we found that NLR was negatively correlated with the ventilator-free days at day 28 (r = -0.127, P = 0.048). In a multivariate logistic regression analysis, higher admission NLR was independently predictive of higher mortality. According to the ROC curve, the best cut-off values for day 1 (or admission day), day 2 and day 3 NLR were 14, 13 and 7.5, respectively. We then performed a survival analysis, finding that those NLR above the cut-off point had decreased overall survival compared to those with NLR below the cut-off point (p = 0.023, 0.045 and 0.019 for day 1, 2, and 3, respectively). CONCLUSIONS: NLR continuously decreased in the first 3 days of hospitalization. Admission NLR above 14 is associated with a decreased survival in patients with extensive burns. These findings demonstrate that NLR has prognostic value in these patients.


Asunto(s)
Quemaduras/mortalidad , Linfocitos/clasificación , Neutrófilos/clasificación , Análisis de Supervivencia , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Área Bajo la Curva , Quemaduras/complicaciones , Quemaduras/cirugía , China , Femenino , Humanos , Tiempo de Internación/estadística & datos numéricos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Curva ROC , Estadísticas no Paramétricas
19.
São Paulo; s.n; s.n; 2021. 97 p. tab, graf.
Tesis en Portugués | LILACS | ID: biblio-1396743

RESUMEN

Os polissacarídeos não amido constituem importante parcela das fibras dietéticas, e podem ser considerados modificadores de resposta biológica (MRBs), uma vez que são capazes de interagir com o sistema imune, e suas características estruturais estão atreladas aos efeitos biológicos gerados. O potencial imunomodulador dos polissacarídeos do chuchu já foi demonstrado, entretanto, informações sobre suas características estruturais e sua relação com o perfil imunológico são limitadas a ensaios in vitro, não havendo, até o momento, estudos in vivo. Assim, o objetivo do estudo foi avaliar, in vitro e in vivo, o perfil imunomodulador de frações isoladas do polissacarídeo do chuchu. Por meio da filtração tangencial foram obtidas as frações de estudo, SeRI<50 e SeSE<50, respectivamente as frações isoladas do polissacarídeo do chuchu extraídas do resíduo insolúvel e do sobrenadante pós-tratamento enzimático para retirada do amido com peso molecular menor que 50 kDa. A caracterização por meio da determinação da composição monossacarídica e da análise de ligação apontou que ambas as frações são formadas por galacturonanos, arabinanos, arabinogalactanos e glicomananos. A SeRI<50 é menos ramificada e, provavelmente, composta por galactanos, enquanto SeSE<50 é mais ramificada e, provavelmente, composta por galactuglucomananos. Essas frações foram capazes de estimular os macrófagos murinos RAW 264.7 e as células mononucleares do baço, do sangue e do intestino delgado de camundongos Balb/c, sugerindo um perfil de ação mais pró-inflamatório, com base nos efeitos produzidos pelas espécies reativas de oxigênio, citocinas e pelos marcadores de ativação de linfócitos. Ambas as amostras, SeRI<50 e SeSE<50, mostraram ser eficientes em ativar a cascata imunológica, não sendo citotóxicas mesmo com a maior concentração testada no ensaio in vitro


Non-starch polysaccharides are important components of dietary fibers, and they may be considered biological response modifiers (MRBs), as they may interact with the immune system, depending on their structural characteristics. The immunomodulatory potential of chayote polysaccharides has already been demonstrated, however, information on their structural characteristics and their relationship with the immunological profile are limited to in vitro assays, with no reports on in vivo studies. Thus, the objective of the study was to evaluate, in vitro and in vivo, the immunomodulatory profile of polysaccharide from chayote. Through tangential filtration two fractions, SeRI <50 and SeSE <50, were obtained, respectively the fraction isolated from the chayote polysaccharide extracted from the insoluble residue and the fraction from the enzymatic post-treatment supernatant to remove starch, both under molecular weight 50 kDa. The monosaccharide composition and linkage analysis showed that both fractions are formed by galacturonans, arabinans, arabinogalactans and glycomanans. SeRI <50 is less branched and probably composed of galactans, while SeSE <50 is more branched and probably composed of galactuglucomannans. These fractions were able to stimulate murine macrophages RAW 264.7 and mononuclear cells of the spleen, blood and small intestine of Balb / c mice, suggesting a more proinflammatory action profile, based on the reactive oxygen species production, cytokines and lymphocyte activation markers. Both samples, SeRI <50 and SeSE <50, were able to efficiently activate the immunological cascade, not being cytotoxic even at the highest concentration tested in the in vitro assay


Asunto(s)
Almidón/efectos adversos , Verduras/clasificación , Técnicas In Vitro/instrumentación , Activación de Linfocitos , Linfocitos/clasificación , Citocinas/agonistas , Inmunomodulación , Factores Inmunológicos , Macrófagos/clasificación
20.
Nucleic Acids Res ; 48(21): 12055-12073, 2020 12 02.
Artículo en Inglés | MEDLINE | ID: mdl-33179750

RESUMEN

Proper cytokine gene expression is essential in development, homeostasis and immune responses. Studies on the transcriptional control of cytokine genes have mostly focused on highly researched transcription factors (TFs) and cytokines, resulting in an incomplete portrait of cytokine gene regulation. Here, we used enhanced yeast one-hybrid (eY1H) assays to derive a comprehensive network comprising 1380 interactions between 265 TFs and 108 cytokine gene promoters. Our eY1H-derived network greatly expands the known repertoire of TF-cytokine gene interactions and the set of TFs known to regulate cytokine genes. We found an enrichment of nuclear receptors and confirmed their role in cytokine regulation in primary macrophages. Additionally, we used the eY1H-derived network as a framework to identify pairs of TFs that can be targeted with commercially-available drugs to synergistically modulate cytokine production. Finally, we integrated the eY1H data with single cell RNA-seq and phenotypic datasets to identify novel TF-cytokine regulatory axes in immune diseases and immune cell lineage development. Overall, the eY1H data provides a rich resource to study cytokine regulation in a variety of physiological and disease contexts.


Asunto(s)
Linaje de la Célula/inmunología , Citocinas/genética , Redes Reguladoras de Genes/inmunología , Linfocitos/inmunología , Regiones Promotoras Genéticas , Factores de Transcripción/genética , Linaje de la Célula/genética , Citocinas/clasificación , Citocinas/inmunología , Conjuntos de Datos como Asunto , Células Dendríticas/citología , Células Dendríticas/inmunología , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Ontología de Genes , Células HEK293 , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Linfocitos/clasificación , Linfocitos/citología , Macrófagos/citología , Macrófagos/inmunología , Anotación de Secuencia Molecular , Monocitos/citología , Monocitos/inmunología , Cultivo Primario de Células , Unión Proteica , Receptores Citoplasmáticos y Nucleares/genética , Receptores Citoplasmáticos y Nucleares/inmunología , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Análisis de la Célula Individual , Células THP-1 , Factores de Transcripción/clasificación , Factores de Transcripción/inmunología , Transcripción Genética , Técnicas del Sistema de Dos Híbridos
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