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1.
Blood ; 144(8): 888-903, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-38941612

RESUMEN

ABSTRACT: In acute myeloid leukemia (AML), leukemia stem cells (LSCs) and leukemia progenitor cells (LPCs) interact with various cell types in the bone marrow (BM) microenvironment, regulating their expansion and differentiation. To study the interaction of CD4+ and CD8+ T cells in the BM with LSCs and LPCs, we analyzed their transcriptome and predicted cell-cell interactions by unbiased high-throughput correlation network analysis. We found that CD4+ T cells in the BM of patients with AML were activated and skewed toward T-helper (Th)1 polarization, whereas interleukin-9 (IL-9)-producing (Th9) CD4+ T cells were absent. In contrast to normal hematopoietic stem cells, LSCs produced IL-9, and the correlation modeling predicted IL9 in LSCs as a main hub gene that activates CD4+ T cells in AML. Functional validation revealed that IL-9 receptor signaling in CD4+ T cells leads to activation of the JAK-STAT pathway that induces the upregulation of KMT2A and KMT2C genes, resulting in methylation on histone H3 at lysine 4 to promote genome accessibility and transcriptional activation. This induced Th1-skewing, proliferation, and effector cytokine secretion, including interferon gamma (IFN-γ) and tumor necrosis factor α (TNF-α). IFN-γ and, to a lesser extent, TNF-α produced by activated CD4+ T cells induced the expansion of LSCs. In accordance with our findings, high IL9 expression in LSCs and high IL9R, TNF, and IFNG expression in BM-infiltrating CD4+ T cells correlated with worse overall survival in AML. Thus, IL-9 secreted by AML LSCs shapes a Th1-skewed immune environment that promotes their expansion by secreting IFN-γ and TNF-α.


Asunto(s)
Linfocitos T CD4-Positivos , Interleucina-9 , Leucemia Mieloide Aguda , Células Madre Neoplásicas , Células TH1 , Interleucina-9/genética , Interleucina-9/metabolismo , Humanos , Leucemia Mieloide Aguda/inmunología , Leucemia Mieloide Aguda/patología , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/metabolismo , Células Madre Neoplásicas/patología , Células Madre Neoplásicas/metabolismo , Células Madre Neoplásicas/inmunología , Células TH1/inmunología , Linfocitos T CD4-Positivos/inmunología , Linfocitos T CD4-Positivos/metabolismo , Proliferación Celular , Proteína de la Leucemia Mieloide-Linfoide/genética , Proteína de la Leucemia Mieloide-Linfoide/metabolismo , Microambiente Tumoral/inmunología , Receptores de Interleucina-9/genética , Receptores de Interleucina-9/metabolismo , Interferón gamma/metabolismo , N-Metiltransferasa de Histona-Lisina/genética
2.
J Med Internet Res ; 24(6): e32997, 2022 06 28.
Artículo en Inglés | MEDLINE | ID: mdl-35763342

RESUMEN

BACKGROUND: Remote monitoring of Huntington disease (HD) signs and symptoms using digital technologies may enhance early clinical diagnosis and tracking of disease progression, guide treatment decisions, and monitor response to disease-modifying agents. Several recent studies in neurodegenerative diseases have demonstrated the feasibility of digital symptom monitoring. OBJECTIVE: The aim of this study was to evaluate a novel smartwatch- and smartphone-based digital monitoring platform to remotely monitor signs and symptoms of HD. METHODS: This analysis aimed to determine the feasibility and reliability of the Roche HD Digital Monitoring Platform over a 4-week period and cross-sectional validity over a 2-week interval. Key criteria assessed were feasibility, evaluated by adherence and quality control failure rates; test-retest reliability; known-groups validity; and convergent validity of sensor-based measures with existing clinical measures. Data from 3 studies were used: the predrug screening phase of an open-label extension study evaluating tominersen (NCT03342053) and 2 untreated cohorts-the HD Natural History Study (NCT03664804) and the Digital-HD study. Across these studies, controls (n=20) and individuals with premanifest (n=20) or manifest (n=179) HD completed 6 motor and 2 cognitive tests at home and in the clinic. RESULTS: Participants in the open-label extension study, the HD Natural History Study, and the Digital-HD study completed 89.95% (1164/1294), 72.01% (2025/2812), and 68.98% (1454/2108) of the active tests, respectively. All sensor-based features showed good to excellent test-retest reliability (intraclass correlation coefficient 0.89-0.98) and generally low quality control failure rates. Good overall convergent validity of sensor-derived features to Unified HD Rating Scale outcomes and good overall known-groups validity among controls, premanifest, and manifest participants were observed. Among participants with manifest HD, the digital cognitive tests demonstrated the strongest correlations with analogous in-clinic tests (Pearson correlation coefficient 0.79-0.90). CONCLUSIONS: These results show the potential of the HD Digital Monitoring Platform to provide reliable, valid, continuous remote monitoring of HD symptoms, facilitating the evaluation of novel treatments and enhanced clinical monitoring and care for individuals with HD.


Asunto(s)
Enfermedad de Huntington , Destreza Motora , Cognición , Estudios Transversales , Humanos , Enfermedad de Huntington/diagnóstico , Enfermedad de Huntington/psicología , Enfermedad de Huntington/terapia , Oligonucleótidos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
3.
Molecules ; 27(12)2022 Jun 20.
Artículo en Inglés | MEDLINE | ID: mdl-35745058

RESUMEN

Ascites is a common complication of decompensated liver cirrhosis, and yet relatively little is known about its biochemical composition. We conducted two metabolomic investigations, comparing the profile of ascites from 33 cirrhotic patients and postoperative peritoneal drainage fluid from 33 surgical patients (Experiment 1). The profile of paired ascites and plasma was also compared in 17 cirrhotic patients (Experiment 2). Gas chromatography−mass spectrometry-based metabolomics identified 29 metabolites that significantly characterized ascites fluid, whether postoperative drainage fluid or plasma were used as controls. Ten elevated amino acids (glutamine, proline, histidine, tyrosine, glycine, valine, threonine, methionine, lysine, phenylalanine) and seven diminished lipids (laurate, myristate, palmitate, oleate, vaccenate, stearate, cholesterol) largely comprised the cirrhotic ascites metabolomic phenotype that differed significantly (adjusted p < 0.002 to 0.03) from peritoneal drainage fluid or plasma. The pattern of upregulated amino acids in cirrhotic ascites did not indicate albumin proteolysis by peritoneal bacteria. Bidirectional clustering showed that the more severe the cirrhosis, the lower the lipid concentration in ascitic fluid. The metabolomic compartment of ascites in patients with decompensated cirrhosis is characterized by increased amino acids and decreased lipids. These novel findings have potential relevance for diagnostic purposes.


Asunto(s)
Ascitis , Cirrosis Hepática , Aminoácidos , Ascitis/metabolismo , Colesterol , Humanos , Cirrosis Hepática/metabolismo , Metabolómica
5.
BMC Cancer ; 21(1): 789, 2021 Jul 08.
Artículo en Inglés | MEDLINE | ID: mdl-34238254

RESUMEN

BACKGROUND: Despite the introduction of targeted therapies, most patients with myeloid malignancies will not be cured and progress. Genomics is useful to elucidate the mutational landscape but remains limited in the prediction of therapeutic outcome and identification of targets for resistance. Dysregulation of phosphorylation-based signaling pathways is a hallmark of cancer, and therefore, kinase-inhibitors are playing an increasingly important role as targeted treatments. Untargeted phosphoproteomics analysis pipelines have been published but show limitations in inferring kinase-activities and identifying potential biomarkers of response and resistance. METHODS: We developed a phosphoproteomics workflow based on titanium dioxide phosphopeptide enrichment with subsequent analysis by liquid chromatography tandem mass spectrometry (LC-MS). We applied a novel Kinase-Activity Enrichment Analysis (KAEA) pipeline on differential phosphoproteomics profiles, which is based on the recently published SetRank enrichment algorithm  with reduced false positive rates. Kinase activities were inferred by this algorithm using an extensive reference database comprising five experimentally validated kinase-substrate meta-databases complemented with the NetworKIN in-silico prediction tool. For the proof of concept, we used human myeloid cell lines (K562, NB4, THP1, OCI-AML3, MOLM13 and MV4-11) with known oncogenic drivers and exposed them to clinically established kinase-inhibitors. RESULTS: Biologically meaningful over- and under-active kinases were identified by KAEA in the unperturbed human myeloid cell lines (K562, NB4, THP1, OCI-AML3 and MOLM13). To increase the inhibition signal of the driving oncogenic kinases, we exposed the K562 (BCR-ABL1) and MOLM13/MV4-11 (FLT3-ITD) cell lines to either Nilotinib or Midostaurin kinase inhibitors, respectively. We observed correct detection of expected direct (ABL, KIT, SRC) and indirect (MAPK) targets of Nilotinib in K562 as well as indirect (PRKC, MAPK, AKT, RPS6K) targets of Midostaurin in MOLM13/MV4-11, respectively. Moreover, our pipeline was able to characterize unexplored kinase-activities within the corresponding signaling networks. CONCLUSIONS: We developed and validated a novel KAEA pipeline for the analysis of differential phosphoproteomics MS profiling data. We provide translational researchers with an improved instrument to characterize the biological behavior of kinases in response or resistance to targeted treatment. Further investigations are warranted to determine the utility of KAEA to characterize mechanisms of disease progression and treatment failure using primary patient samples.


Asunto(s)
Leucemia Mieloide Aguda/tratamiento farmacológico , Células Mieloides/patología , Inhibidores de Proteínas Quinasas/uso terapéutico , Proteómica/métodos , Línea Celular Tumoral , Humanos , Mutación , Fosforilación
6.
Int J Mol Sci ; 22(2)2021 Jan 19.
Artículo en Inglés | MEDLINE | ID: mdl-33478018

RESUMEN

Induced pluripotent stem cell secretome (iPSC-CM) mitigate organ injury and help in repair. Macrophages play a critical role in tissue repair and regeneration and can be directed to promote tissue repair by iPSC-CM, although the exact mechanisms are not known. In the current investigative study, we evaluated the possible mechanism by which iPSC-CM regulates the phenotype and secretory pattern of macrophages in vitro. Macrophages were obtained from human peripheral blood mononuclear cells and differentiated to various subpopulations and treated with either iPSC-CM or control media in vitro. Macrophage phenotype was assessed by flow cytometry, gene expression changes by qRT PCR and secretory pattern by multiplex protein analysis. The protein and gene interaction network revealed the involvement of Amyloid precursor protein (APP) and ELAV-like protein 1 (ELAVL-1) both present in the iPSC-CM to play an important role in regulating the macrophage phenotype and their secretory pattern. This exploratory study reveals, in part, the possible mechanism and identifies two potential targets by which iPSC-CM regulate macrophages and help in repair and regeneration.


Asunto(s)
Células Madre Pluripotentes Inducidas/metabolismo , Macrófagos/efectos de los fármacos , Proteoma , Diferenciación Celular/efectos de los fármacos , Diferenciación Celular/genética , Células Cultivadas , Medios de Cultivo Condicionados/análisis , Medios de Cultivo Condicionados/química , Medios de Cultivo Condicionados/metabolismo , Medios de Cultivo Condicionados/farmacología , Perfilación de la Expresión Génica , Regulación de la Expresión Génica/efectos de los fármacos , Humanos , Células Madre Pluripotentes Inducidas/citología , Leucocitos Mononucleares/citología , Leucocitos Mononucleares/efectos de los fármacos , Leucocitos Mononucleares/fisiología , Macrófagos/citología , Macrófagos/fisiología , Mapas de Interacción de Proteínas , Proteoma/análisis , Proteoma/metabolismo , Proteoma/farmacología
7.
J Biol Chem ; 294(46): 17224-17238, 2019 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-31594867

RESUMEN

The exopolysaccharide capsule of Streptococcus pneumoniae is an important virulence factor, but the mechanisms that regulate capsule thickness are not fully understood. Here, we investigated the effects of various exogenously supplied carbohydrates on capsule production and gene expression in several pneumococcal serotypes. Microscopy analyses indicated a near absence of the capsular polysaccharide (CPS) when S. pneumoniae was grown on fructose. Moreover, serotype 7F pneumococci produced much less CPS than strains of other serotypes (6B, 6C, 9V, 15, and 23F) when grown on glucose or sucrose. RNA-sequencing revealed carbon source-dependent regulation of distinct genes of WT strains and capsule-switch mutants of serotypes 6B and 7F, but could not explain the mechanism of capsule thickness regulation. In contrast, 31P NMR of whole-cell extract from capsule-knockout strains (Δcps) clearly revealed the accumulation or absence of capsule precursor metabolites when cells were grown on glucose or fructose, respectively. This finding suggests that fructose uptake mainly results in intracellular fructose 1-phosphate, which is not converted to CPS precursors. In addition, serotype 7F strains accumulated more precursors than did 6B strains, indicating less efficient conversion of precursor metabolites into the CPS in 7F, in line with its thinner capsule. Finally, isotopologue sucrose labeling and NMR analyses revealed that the uptake of the labeled fructose subunit into the capsule is <10% that of glucose. Our findings on the effects of carbon sources on CPS production in different S. pneumoniae serotypes may contribute to a better understanding of pneumococcal diseases and could inform future therapeutic approaches.


Asunto(s)
Cápsulas Bacterianas/metabolismo , Carbono/metabolismo , Polisacáridos Bacterianos/metabolismo , Streptococcus pneumoniae/metabolismo , Cápsulas Bacterianas/genética , Cápsulas Bacterianas/ultraestructura , Fructosa/metabolismo , Regulación Bacteriana de la Expresión Génica , Glucosa/metabolismo , Humanos , Infecciones Neumocócicas/microbiología , Polisacáridos Bacterianos/genética , Streptococcus pneumoniae/genética , Streptococcus pneumoniae/ultraestructura , Sacarosa/metabolismo
8.
Am J Physiol Lung Cell Mol Physiol ; 319(5): L794-L809, 2020 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-32726135

RESUMEN

Lung injury in mice induces mobilization of discrete subsets of epithelial progenitor cells to promote new airway and alveolar structures. However, whether similar cell types exist in human lung remains unresolved. Using flow cytometry, we identified a distinct cluster of cells expressing the epithelial cell adhesion molecule (EpCAM), a cell surface marker expressed on epithelial progenitor cells, enriched in the ecto-5'-nucleotidase CD73 in unaffected postnatal human lungs resected from pediatric patients with congenital lung lesions. Within the EpCAM+CD73+ population, a small subset coexpresses integrin ß4 and HTII-280. This population remained stable with age. Spatially, EpCAM+CD73+ cells were positioned along the basal membrane of respiratory epithelium and alveolus next to CD73+ cells lacking EpCAM. Expanded EpCAM+CD73+ cells give rise to a pseudostratified epithelium in a two-dimensional air-liquid interface or a clonal three-dimensional organoid assay. Organoids generated under alveolar differentiation conditions were cystic-like and lacked robust alveolar mature cell types. Compared with unaffected postnatal lung, congenital lung lesions were marked by clusters of EpCAM+CD73+ cells in airway and cystic distal lung structures lined by simple epithelium composed of EpCAM+SCGB1A1+ cells and hyperplastic EpCAM+proSPC+ cells. In non-small-cell lung cancer (NSCLC), there was a marked increase in EpCAM+CD73+ tumor cells enriched in inhibitory immune checkpoint molecules CD47 and programmed death-ligand 1 (PD-L1), which was associated with poor survival in lung adenocarcinoma (LUAD). In conclusion, EpCAM+CD73+ cells are rare novel epithelial progenitor cells in the human lung. Importantly, reemergence of CD73 in lung adenocarcinoma enriched in negative immune checkpoint molecules may serve as a novel therapeutic target.


Asunto(s)
5'-Nucleotidasa/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Células Epiteliales/metabolismo , Células Madre/citología , Animales , Diferenciación Celular/fisiología , Molécula de Adhesión Celular Epitelial/metabolismo , Humanos , Pulmón/patología , Neoplasias Pulmonares/metabolismo , Células Madre Mesenquimatosas/metabolismo , Ratones
9.
Respir Res ; 21(1): 25, 2020 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-31941499

RESUMEN

BACKGROUND: Idiopathic pulmonary fibrosis (IPF) is a chronic fatal lung disease without a cure and new drug strategies are urgently needed. Differences in behavior between diseased and healthy cells are well known and drug response can be different between cells isolated from IPF patients and controls. The macrolide Azithromycin (AZT) has anti-inflammatory and immunomodulatory properties. Recently anti-fibrotic effects have been described. However, the anti-fibrotic effects on primary IPF-fibroblasts (FB) directly compared to control-FB are unknown. We hypothesized that IPF-FB react differently to AZT in terms of anti-fibrotic effects. METHODS: Primary normal human lung and IPF-FB were exposed to TGF-ß (5 ng/ml), Azithromycin (50 µM) alone or in combination prior to gene expression analysis. Pro-collagen Iα1 secretion was assessed by ELISA and protein expression by western blot (αSMA, Fibronectin, ATP6V1B2, LC3 AB (II/I), p62, Bcl-xL). Microarray analysis was performed to screen involved genes and pathways after Azithromycin treatment in control-FB. Apoptosis and intraluminal lysosomal pH were analyzed by flow cytometry. RESULTS: AZT significantly reduced collagen secretion in TGF-ß treated IPF-FB compared to TGF-ß treatment alone, but not in control-FB. Pro-fibrotic gene expression was similarly reduced after AZT treatment in IPF and control-FB. P62 and LC3II/I western blot revealed impaired autophagic flux after AZT in both control and IPF-FB with significant increase of LC3II/I after AZT in control and IPF-FB, indicating enhanced autophagy inhibition. Early apoptosis was significantly higher in TGF-ß treated IPF-FB compared to controls after AZT. Microarray analysis of control-FB treated with AZT revealed impaired lysosomal pathways. The ATPase and lysosomal pH regulator ATP6V0D2 was significantly less increased after additional AZT in IPF-FB compared to controls. Lysosomal function was impaired in both IPF and control FB, but pH was significantly more increased in TGF-ß treated IPF-FB. CONCLUSION: We report different treatment responses after AZT with enhanced anti-fibrotic and pro-apoptotic effects in IPF compared to control-FB. Possibly impaired lysosomal function contributes towards these effects. In summary, different baseline cell phenotype and behavior of IPF and control cells contribute to enhanced anti-fibrotic and pro-apoptotic effects in IPF-FB after AZT treatment and strengthen its role as a new potential anti-fibrotic compound, that should further be evaluated in clinical studies.


Asunto(s)
Apoptosis/efectos de los fármacos , Autofagia/efectos de los fármacos , Azitromicina/farmacología , Fibroblastos/efectos de los fármacos , Fibrosis Pulmonar Idiopática , Pulmón/efectos de los fármacos , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , Apoptosis/fisiología , Azitromicina/uso terapéutico , Células Cultivadas , Fibroblastos/patología , Humanos , Fibrosis Pulmonar Idiopática/tratamiento farmacológico , Fibrosis Pulmonar Idiopática/patología , Pulmón/patología , Factor de Crecimiento Transformador beta/farmacología
10.
Respir Res ; 21(1): 29, 2020 01 28.
Artículo en Inglés | MEDLINE | ID: mdl-31992294

RESUMEN

After publication of our article [1], we have been notified that an extra alpha symbol (α) was mistakenly added at the beginning of the title.

11.
Acta Obstet Gynecol Scand ; 99(3): 357-363, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31587255

RESUMEN

INTRODUCTION: Preterm birth is a major cause of neonatal morbidity and mortality. There is an urgent need to accurately predict imminent delivery to enable necessary interventions such as tocolytic, glucocorticoid, and magnesium sulfate administration. We aimed to evaluate placental α-macroglobulin-1 as a new diagnostic marker in the prediction of preterm birth. MATERIAL AND METHODS: We performed a prospective observational trial in women with intact membranes between 24+0 and 36+6 weeks of gestation. We included both women with and without threatened preterm labor symptoms. We evaluated the test performance of placental α-macroglobulin-1 measurements in cervicovaginal fluid regarding three different presentation-to-delivery intervals: ≤2, ≤7, ≤14 days. In addition, we calculated placental α-macroglobulin-1 performance in combination with other prognostic factors such as ultrasonographic cervical length measurements. RESULTS: We included 126 women in the study. We detected high specificity (97%-98%) and negative predictive value (89%-97%) for placental α-macroglobulin-1 at all time intervals. We assessed placental α-macroglobulin-1 in combination with cervical length measurements (≤15 mm) in the sub-group of women presenting with threatened preterm labor symptoms (n = 63) and detected high positive predictive values (100%) for 7- and 14-day presentation-to-delivery intervals. CONCLUSIONS: Our study provides evidence that placental α-macroglobulin-1 testing in cervicovaginal fluid, in combination with cervical length measurements, accurately predicts preterm birth in women with preterm labor symptoms. This novel test combination may be used clinically to triage women presenting with threatened preterm labor, avoiding overtreatment and unnecessary hospitalizations.


Asunto(s)
Proteína 1 de Unión a Factor de Crecimiento Similar a la Insulina/sangre , Trabajo de Parto Prematuro , Nacimiento Prematuro/diagnóstico , Diagnóstico Prenatal , alfa-Macroglobulinas/metabolismo , Adulto , Medición de Longitud Cervical , Femenino , Humanos , Valor Predictivo de las Pruebas , Embarazo , Tercer Trimestre del Embarazo , Nacimiento Prematuro/sangre , Nacimiento Prematuro/prevención & control , Estudios Prospectivos , Sensibilidad y Especificidad
12.
J Cell Biochem ; 120(3): 4321-4332, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30260027

RESUMEN

Interferon-γ (IFN-γ) plays an important role in innate and adaptive immunity against intracellular infections and is used clinically for the prevention and control of infections in chronic granulomatous disease (CGD) and inborn defects in the IFN-γ/interleukin (IL)-12 axis. Using transcriptome profiling (RNA-seq), we sought to identify differentially expressed genes, transcripts and exons in Epstein-Barr virus-transformed B lymphocytes (B-EBV) cells from CGD patients, IFN-γ receptor deficiency patients, and normal controls, treated in vitro with IFN-γ for 48 hours. Our results show that IFN-γ increased the expression of a diverse array of genes related to different cellular programs. In cells from normal controls and CGD patients, IFN-γ-induced expression of genes relevant to oxidative killing, nitric oxide synthase pathway, proteasome-mediated degradation, antigen presentation, chemoattraction, and cell adhesion. IFN-γ also upregulated genes involved in diverse stages of messenger RNA (mRNA) processing including pre-mRNA splicing, as well as others implicated in the folding, transport, and assembly of proteins. In particular, differential exon expression of WARS (encoding tryptophanyl-transfer RNA synthetase, which has an essential function in protein synthesis) induced by IFN-γ in normal and CGD cells suggests that this gene may have an important contribution to the benefits of IFN-γ treatment for CGD. Upregulation of mRNA and protein processing related genes in CGD and IFNRD cells could mediate some of the effects of IFN-γ treatment. These data support the concept that IFN-γ treatment may contribute to increased immune responses against pathogens through regulation of genes important for mRNA and protein processing.


Asunto(s)
Linfocitos B/metabolismo , Expresión Génica/efectos de los fármacos , Enfermedad Granulomatosa Crónica/sangre , Enfermedad Granulomatosa Crónica/genética , Interferón gamma/farmacología , Receptores de Interferón/deficiencia , Linfocitos B/virología , Línea Celular , Exones/genética , Enfermedad Granulomatosa Crónica/patología , Herpesvirus Humano 4 , Humanos , Empalme del ARN/genética , ARN Mensajero/genética , RNA-Seq , Transducción de Señal/efectos de los fármacos , Triptófano-ARNt Ligasa/genética , Receptor de Interferón gamma
13.
BMC Bioinformatics ; 18(1): 151, 2017 Mar 04.
Artículo en Inglés | MEDLINE | ID: mdl-28259142

RESUMEN

BACKGROUND: The purpose of gene set enrichment analysis (GSEA) is to find general trends in the huge lists of genes or proteins generated by many functional genomics techniques and bioinformatics analyses. RESULTS: Here we present SetRank, an advanced GSEA algorithm which is able to eliminate many false positive hits. The key principle of the algorithm is that it discards gene sets that have initially been flagged as significant, if their significance is only due to the overlap with another gene set. The algorithm is explained in detail and its performance is compared to that of other methods using objective benchmarking criteria. Furthermore, we explore how sample source bias can affect the results of a GSEA analysis. CONCLUSIONS: The benchmarking results show that SetRank is a highly specific tool for GSEA. Furthermore, we show that the reliability of results can be improved by taking sample source bias into account. SetRank is available as an R package and through an online web interface.


Asunto(s)
Algoritmos , Biología Computacional/métodos , Bases de Datos Genéticas , Perfilación de la Expresión Génica , Encéfalo/metabolismo , Genoma Humano , Genómica , Humanos , Modelos Teóricos , Neoplasias/genética , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
14.
Cytotherapy ; 19(7): 829-838, 2017 07.
Artículo en Inglés | MEDLINE | ID: mdl-28457739

RESUMEN

BACKGROUND AIMS: Wharton's jelly mesenchymal stromal cells (WJ-MSCs) might be ideal candidates to treat perinatal brain damage. Their secretome has been shown to have beneficial effects on neuroregeneration, in part through interaction with neural progenitor cells (NPCs). However, it remains unclear whether cell-to-cell contact decisively contributes to this positive effect. The objective of this study was to elucidate the mechanism through which differentiation in NPCs is triggered after exposure to WJ-MSCs. Furthermore, given that WJ-MSCs can be derived from term (tWJ-MSCs) or preterm (ptWJ-MSCs) deliveries and that WJ-MSCs might be used for transplantations independent of gestational age, the influence of tWJ-MSCs versus ptWJ-MSCs on the differentiation capacities of NPCs was studied. METHODS: The effect of tWJ-MSCs and ptWJ-MSCs on the expression of neuroglial markers in NPCs was assessed in co-culture (CC), conditioned medium (CM) or transwell CC experiments by immunocytochemistry, real-time polymerase chain reaction and Western blot. Additionally, mass spectrometry was used to study their secretomes. RESULTS: NPCs showed an increased expression of glial markers after CC with WJ-MSCs or exposure to WJ-MSC-CMs. CC had a more prominent effect on the expression of glial markers compared with CM or transwell CCs. tWJ-MSCs more strongly induced the expression of mature oligodendroglial markers compared with ptWJ-MSCs. A possible role in enhancing this maturation could be attributed to the laminin α2-subunit. CONCLUSIONS: Cell-to-cell contact between WJ-MSCs and NPCs induces oligodendrogenesis on NPCs, whereas trophic factor secretion is sufficient to promote astrogenesis. Thus, transplanting WJ-MSCs may promote endogenous neuroregeneration in perinatal brain damage.


Asunto(s)
Células Madre Mesenquimatosas/citología , Células-Madre Neurales/citología , Animales , Biomarcadores/metabolismo , Comunicación Celular , Diferenciación Celular , Células Cultivadas , Medios de Cultivo Condicionados , Femenino , Humanos , Células Madre Mesenquimatosas/fisiología , Células-Madre Neurales/fisiología , Neuroglía/citología , Neuroglía/fisiología , Oligodendroglía/citología , Embarazo , Ratas , Cordón Umbilical/citología , Gelatina de Wharton/citología
15.
J Hepatol ; 62(6): 1296-303, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25623824

RESUMEN

BACKGROUND & AIMS: Unhealthy lifestyles predispose people to non-alcoholic steatohepatitis (NASH), which may further result in the development of hepatocellular carcinoma (HCC). Although NASH patients benefit from physical activity, it is unknown whether regular exercise reduces the risk of developing HCC. Therefore, we studied the effect of regular exercise on the development of HCC in male hepatocyte-specific PTEN-deficient mice (AlbCrePten(flox/flox)), which develop steatohepatitis and HCC spontaneously. METHODS: Mice were fed a standardized 10% fat diet and were randomly divided into exercise or sedentary groups. The exercise group ran on a motorized treadmill for 60 min/day, 5 days/week during 32 weeks. RESULTS: After 32 weeks of regular exercise, 71% of exercised mice developed nodules larger than 15 mm(3)vs. 100% of mice in the sedentary group. The mean number of tumors per liver was reduced by exercise, as well as the total tumoral volume per liver. Exercise did not affect steatosis and had no effect on the non-alcoholic fatty liver disease (NAFLD) Activity Score (NAS). Exercise decreased tumor cell proliferation. Mechanistically, exercise stimulated the phosphorylation of AMPK and its substrate raptor, which decreased the kinase activity of mTOR. CONCLUSIONS: These data show a beneficial effect of regular exercise on the development of HCC in an experimental model of NASH and offer a rationale for encouraging predisposed patients to increase their physical activity for the prevention of HCC.


Asunto(s)
Neoplasias Hepáticas Experimentales/prevención & control , Fosfohidrolasa PTEN/deficiencia , Condicionamiento Físico Animal/fisiología , Proteínas Quinasas Activadas por AMP/metabolismo , Animales , Peso Corporal , Glucosa/metabolismo , Hepatocitos/patología , Hepatocitos/fisiología , Humanos , Hígado/patología , Neoplasias Hepáticas Experimentales/etiología , Neoplasias Hepáticas Experimentales/fisiopatología , Masculino , Ratones , Ratones Noqueados , Enfermedad del Hígado Graso no Alcohólico/etiología , Enfermedad del Hígado Graso no Alcohólico/patología , Enfermedad del Hígado Graso no Alcohólico/fisiopatología , Fosfohidrolasa PTEN/genética , Transducción de Señal , Serina-Treonina Quinasas TOR/metabolismo
16.
PLoS One ; 17(3): e0264057, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35298474

RESUMEN

OBJECTIVE: To identify distinctly regulated gene markers and enriched gene sets in breast tissue of cynomolgus monkeys (Macaca fascicularis) treated for six months with either conjugated equine estrogens (CEE) or estradiol (E2) by analysis of corresponding mRNA levels of genes associated with breast development, carcinogenesis, apoptosis and immune regulation. Additionally, translation of three nuclear markers was analyzed. METHODS: RNA from breast biopsies and necropsies was isolated from two independent study trials from Ethun et al. (CEE) and Foth et al. (E2) after 6 month of treatment duration. RNA was subjected to qRT-PCR and MicroArray analysis. Immunohistochemical stainings were performed for the estrogen receptor alpha subunit (ERa), the progesterone receptor (PGR) and the proliferation marker Ki67. RESULTS: We identified a total of 36 distinctly enriched gene sets. Thirty-one were found in the CEE treatment group and five were found in the E2 treatment group, with no overlap. Furthermore, two individual genes IGFBP1 and SGK493 were upregulated in CEE treated animals. Additional targeted qRT-PCR analysis of ten specific estrogen-related genes showed upregulation of three genes (TFF1, PGR and GREB1) after CEE treatment, respectively one gene (TFF1) after E2 treatment. Immunohistochemical stains of breast biopsies showed a significant increase in expression of the PGR marker after CEE treatment. CONCLUSIONS: In this study we identified enriched gene sets possibly induced by CEE or E2 treatment in various processes associated with cancer biology and immunology. This preliminary translational data supports the concept that different estrogen types have different effects on healthy breast tissue and may help generate hypotheses for future research.


Asunto(s)
Estradiol , Estrógenos Conjugados (USP) , Animales , Estradiol/farmacología , Terapia de Reemplazo de Estrógeno , Estrógenos/metabolismo , Estrógenos Conjugados (USP)/farmacología , Femenino , Humanos , Macaca fascicularis , ARN
17.
Mol Syst Biol ; 6: 347, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20160708

RESUMEN

Cellular senescence--the permanent arrest of cycling in normally proliferating cells such as fibroblasts--contributes both to age-related loss of mammalian tissue homeostasis and acts as a tumour suppressor mechanism. The pathways leading to establishment of senescence are proving to be more complex than was previously envisaged. Combining in-silico interactome analysis and functional target gene inhibition, stochastic modelling and live cell microscopy, we show here that there exists a dynamic feedback loop that is triggered by a DNA damage response (DDR) and, which after a delay of several days, locks the cell into an actively maintained state of 'deep' cellular senescence. The essential feature of the loop is that long-term activation of the checkpoint gene CDKN1A (p21) induces mitochondrial dysfunction and production of reactive oxygen species (ROS) through serial signalling through GADD45-MAPK14(p38MAPK)-GRB2-TGFBR2-TGFbeta. These ROS in turn replenish short-lived DNA damage foci and maintain an ongoing DDR. We show that this loop is both necessary and sufficient for the stability of growth arrest during the establishment of the senescent phenotype.


Asunto(s)
Senescencia Celular/fisiología , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/biosíntesis , Especies Reactivas de Oxígeno/metabolismo , Ciclo Celular , Simulación por Computador , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/genética , Daño del ADN , Retroalimentación Fisiológica/fisiología , Histocitoquímica , Humanos , Mitocondrias/metabolismo , Modelos Biológicos , Transducción de Señal/fisiología , Procesos Estocásticos , Biología de Sistemas/métodos
18.
Gut Microbes ; 13(1): 1-20, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33847205

RESUMEN

Intestinal microbiota regulates multiple host metabolic and immunological processes. Consequently, any difference in its qualitative and quantitative composition is susceptible to exert significant effects, in particular along the gut-liver axis. Indeed, recent findings suggest that such changes modulate the severity and the evolution of a wide spectrum of hepatobiliary disorders. However, the mechanisms linking intestinal microbiota and the pathogenesis of liver disease remain largely unknown. In this work, we investigated how a distinct composition of the intestinal microbiota, in comparison with germ-free conditions, may lead to different outcomes in an experimental model of acute cholestasis. Acute cholestasis was induced in germ-free (GF) and altered Schaedler's flora (ASF) colonized mice by common bile duct ligation (BDL). Studies were performed 5 days after BDL and hepatic histology, gene expression, inflammation, lipids metabolism, and mitochondrial functioning were evaluated in normal and cholestatic mice. Differences in plasma concentration of bile acids (BA) were evaluated by UHPLC-HRMS. The absence of intestinal microbiota was associated with significant aggravation of hepatic bile infarcts after BDL. At baseline, we found the absence of gut microbiota induced altered expression of genes involved in the metabolism of fatty and amino acids. In contrast, acute cholestasis induced altered expression of genes associated with extracellular matrix, cell cycle, autophagy, activation of MAPK, inflammation, metabolism of lipids, and mitochondrial functioning pathways. Ductular reactions, cell proliferation, deposition of collagen 1 and autophagy were increased in the presence of microbiota after BDL whereas GF mice were more susceptible to hepatic inflammation as evidenced by increased gene expression levels of osteopontin, interleukin (IL)-1ß and activation of the ERK/MAPK pathway as compared to ASF colonized mice. Additonally, we found that the presence of microbiota provided partial protection to the mitochondrial functioning and impairment in the fatty acid metabolism after BDL. The concentration of the majority of BA markedly increased after BDL in both groups without remarkable differences according to the hygiene status of the mice. In conclusion, acute cholestasis induced more severe liver injury in GF mice compared to mice with limited intestinal bacterial colonization. This protective effect was associated with different hepatic gene expression profiles mostly related to tissue repair, metabolic and immune functions. Our findings suggest that microbial-induced differences may impact the course of cholestasis and modulate liver injury, offering a background for novel therapies based on the modulation of the intestinal microbiota.


Asunto(s)
Ácidos y Sales Biliares/metabolismo , Colestasis/metabolismo , Colestasis/microbiología , Microbioma Gastrointestinal , Expresión Génica , Hígado/metabolismo , Hígado/microbiología , Animales , Conductos Biliares/cirugía , Modelos Animales de Enfermedad , Vida Libre de Gérmenes , Interacciones Microbiota-Huesped , Inflamación/microbiología , Ligadura/efectos adversos , Metabolismo de los Lípidos , Masculino , Ratones , Ratones Endogámicos C57BL
19.
IEEE J Biomed Health Inform ; 25(3): 838-849, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-32750915

RESUMEN

Leveraging consumer technology such as smartphone and smartwatch devices to objectively assess people with multiple sclerosis (PwMS) remotely could capture unique aspects of disease progression. This study explores the feasibility of assessing PwMS and Healthy Control's (HC) physical function by characterising gait-related features, which can be modelled using machine learning (ML) techniques to correctly distinguish subgroups of PwMS from healthy controls. A total of 97 subjects (24 HC subjects, 52 mildly disabled (PwMSmild, EDSS [0-3]) and 21 moderately disabled (PwMSmod, EDSS [3.5-5.5]) contributed data which was recorded from a Two-Minute Walk Test (2MWT) performed out-of-clinic and daily over a 24-week period. Signal-based features relating to movement were extracted from sensors in smartphone and smartwatch devices. A large number of features (n = 156) showed fair-to-strong (R 0.3) correlations with clinical outcomes. LASSO feature selection was applied to select and rank subsets of features used for dichotomous classification between subject groups, which were compared using Logistic Regression (LR), Support Vector Machines (SVM) and Random Forest (RF) models. Classifications of subject types were compared using data obtained from smartphone, smartwatch and the fusion of features from both devices. Models built on smartphone features alone achieved the highest classification performance, indicating that accurate and remote measurement of the ambulatory characteristics of HC and PwMS can be achieved with only one device. It was observed however that smartphone-based performance was affected by inconsistent placement location (running belt versus pocket). Results show that PwMSmod could be distinguished from HC subjects (Acc. 82.2 ± 2.9%, Sen. 80.1 ± 3.9%, Spec. 87.2 ± 4.2%, F 1 84.3 ± 3.8), and PwMSmild (Acc. 82.3 ± 1.9%, Sen. 71.6 ± 4.2%, Spec. 87.0 ± 3.2%, F 1 75.1 ± 2.2) using an SVM classifier with a Radial Basis Function (RBF). PwMSmild were shown to exhibit HC-like behaviour and were thus less distinguishable from HC (Acc. 66.4 ± 4.5%, Sen. 67.5 ± 5.7%, Spec. 60.3 ± 6.7%, F 1 58.6 ± 5.8). Finally, it was observed that subjects in this study demonstrated low intra- and high inter-subject variability which was representative of subject-specific gait characteristics.


Asunto(s)
Esclerosis Múltiple , Caminata , Marcha , Humanos , Esclerosis Múltiple/diagnóstico , Teléfono Inteligente , Prueba de Paso
20.
Commun Biol ; 3(1): 740, 2020 12 07.
Artículo en Inglés | MEDLINE | ID: mdl-33288854

RESUMEN

Recent data suggest that Pancreatic Neuroendocrine Tumours (PanNETs) originate from α- or ß-cells of the islets of Langerhans. The majority of PanNETs are non-functional and do not express cell-type specific hormones. In the current study we examine whether tumour DNA methylation (DNAme) profiling combined with genomic data is able to identify cell of origin and to reveal pathways involved in PanNET progression. We analyse genome-wide DNAme data of 125 PanNETs and sorted α- and ß-cells. To confirm cell identity, we investigate ARX and PDX1 expression. Based on epigenetic similarities, PanNETs cluster in α-like, ß-like and intermediate tumours. The epigenetic similarity to α-cells progressively decreases in the intermediate tumours, which present unclear differentiation. Specific transcription factor methylation and expression vary in the respective α/ß-tumour groups. Depending on DNAme similarity to α/ß-cells, PanNETs have different mutational spectra, stage of the disease and prognosis, indicating potential means of PanNET progression.


Asunto(s)
Epigénesis Genética , Regulación Neoplásica de la Expresión Génica/fisiología , Tumores Neuroendocrinos/metabolismo , Neoplasias Pancreáticas/metabolismo , Variaciones en el Número de Copia de ADN , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Tumores Neuroendocrinos/genética , Neoplasias Pancreáticas/genética
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