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1.
Proc Natl Acad Sci U S A ; 116(27): 13384-13393, 2019 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-31213543

RESUMO

Sensing misfolded proteins in the endoplasmic reticulum (ER), cells initiate the ER stress response and, when overwhelmed, undergo apoptosis. However, little is known about how cells prevent excessive ER stress response and cell death to restore homeostasis. Here, we report the identification and characterization of cellular suppressors of ER stress-induced apoptosis. Using a genome-wide CRISPR library, we screen for genes whose inactivation further increases ER stress-induced up-regulation of C/EBP homologous protein 10 (CHOP)-the transcription factor central to ER stress-associated apoptosis. Among the top validated hits are two interacting components of the polycomb repressive complex (L3MBTL2 [L(3)Mbt-Like 2] and MGA [MAX gene associated]), and microRNA-124-3 (miR-124-3). CRISPR knockout of these genes increases CHOP expression and sensitizes cells to apoptosis induced by multiple ER stressors, while overexpression confers the opposite effects. L3MBTL2 associates with the CHOP promoter in unstressed cells to repress CHOP induction but dissociates from the promoter in the presence of ER stress, whereas miR-124-3 directly targets the IRE1 branch of the ER stress pathway. Our study reveals distinct mechanisms that suppress ER stress-induced apoptosis and may lead to a better understanding of diseases whose pathogenesis is linked to overactive ER stress response.


Assuntos
Apoptose , Sistemas CRISPR-Cas , Estresse do Retículo Endoplasmático , Animais , Retículo Endoplasmático/metabolismo , Fibroblastos , Técnicas de Inativação de Genes , Genes Supressores , Estudo de Associação Genômica Ampla , Células HEK293 , Humanos , Camundongos , Transdução de Sinais , Fator de Transcrição CHOP/metabolismo , Resposta a Proteínas não Dobradas
2.
Ann Emerg Med ; 75(6): 744-754, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-31983492

RESUMO

STUDY OBJECTIVE: Sepsis recognition is a clinical challenge in children. We aim to determine whether peripheral blood gene expression profiles are associated with pathogen type and sepsis severity in children with suspected sepsis. METHODS: This was a prospective pilot observational study in a tertiary pediatric emergency department with a convenience sample of children enrolled. Participants were older than 56 days and younger than 18 years, had suspected sepsis, and had not received broad-spectrum antibiotics in the previous 4 hours. Primary outcome was source pathogen, defined as confirmed bacterial source from sterile body fluid or confirmed viral source. Secondary outcome was sepsis severity, defined as maximum therapy required for shock reversal in the first 3 hospital days. We drew peripheral blood for ribonucleic acid isolation at the sepsis protocol activation, obtained gene expression measures with the GeneChip Human Gene 2.0 ST Array, and conducted differential expression analysis. RESULTS: We collected ribonucleic acid samples from a convenience sample of 122 children with suspected sepsis and 12 healthy controls. We compared the 66 children (54%) with confirmed bacterial or viral infection and found 558 differentially expressed genes, many related to interferon signaling or viral immunity. We did not find statistically significant gene expression differences in patients according to sepsis severity. CONCLUSION: The study demonstrates feasibility of evaluating gene expression profiling data in children evaluated for sepsis in the pediatric emergency department setting. Our results suggest that gene expression profiling may facilitate identification of source pathogen in children with suspected sepsis, which could ultimately lead to improved tailoring of sepsis treatment and antimicrobial stewardship.


Assuntos
Infecções Bacterianas/genética , Perfilação da Expressão Gênica/métodos , Sepse/genética , Viroses/genética , Adolescente , Estudos de Casos e Controles , Criança , Pré-Escolar , Estudos de Viabilidade , Feminino , Humanos , Lactente , Masculino , Projetos Piloto , Estudos Prospectivos , Sepse/microbiologia , Índice de Gravidade de Doença
3.
Am J Respir Cell Mol Biol ; 61(1): 110-120, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-30694689

RESUMO

Glucocorticoids, commonly used asthma controller medications, decrease symptoms in most patients, but some remain symptomatic despite high-dose treatment. The physiological basis underlying the glucocorticoid response, especially in asthma patients with severe, refractory disease, is not fully understood. We sought to identify differences between the transcriptomic response of airway smooth muscle (ASM) cells derived from donors with fatal asthma and donors without asthma to glucocorticoid exposure and to compare ASM-specific changes with those observed in other cell types. In cells derived from nine donors with fatal asthma and eight donors without asthma, RNA sequencing was used to measure ASM transcriptome changes after exposure to budesonide (100 nM 24 h) or control vehicle (DMSO). Differential expression results were obtained for this dataset, as well as 13 publicly available glucocorticoid-response transcriptomic datasets corresponding to seven cell types. Specific genes were differentially expressed in response to glucocorticoid exposure (7,835 and 6,957 in ASM cells derived from donors with fatal asthma and donors without asthma, respectively; adjusted P value < 0.05). Transcriptomic changes in response to glucocorticoid exposure were similar in ASM derived from donors with fatal asthma and donors without asthma, with enriched ontological pathways that included cytokine- and chemokine-related categories. A comparison of glucocorticoid-induced changes in the nonasthma ASM transcriptome with those observed in six other cell types showed that ASM has a distinct glucocorticoid-response signature that is also present in ASM cells from donors with fatal asthma.


Assuntos
Glucocorticoides/farmacologia , Pulmão/metabolismo , Músculo Liso/metabolismo , Transcriptoma/genética , Adolescente , Adulto , Asma/genética , Asma/patologia , Budesonida/farmacologia , Criança , Feminino , Perfilação da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Músculo Liso/efeitos dos fármacos , Especificidade de Órgãos , Doadores de Tecidos , Adulto Jovem
4.
Respir Res ; 20(1): 15, 2019 Jan 21.
Artigo em Inglês | MEDLINE | ID: mdl-30665420

RESUMO

BACKGROUND: The acute respiratory distress syndrome (ARDS) is characterized by the acute onset of hypoxemia and bilateral lung infiltrates in response to an inciting event, and is associated with high morbidity and mortality. Patients undergoing allogeneic hematopoietic stem cell transplantation (HSCT) are at increased risk for ARDS. We hypothesized that HSCT patients with ARDS would have a unique transcriptomic profile identifiable in peripheral blood compared to those that did not undergo HSCT. METHODS: We isolated RNA from banked peripheral blood samples from a biorepository of critically ill ICU patients. RNA-Seq was performed on 11 patients with ARDS (5 that had undergone HSCT and 6 that had not) and 12 patients with sepsis without ARDS (5 that that had undergone HCST and 7 that had not). RESULTS: We identified 687 differentially expressed genes between ARDS and ARDS-HSCT (adjusted p-value < 0.01), including IFI44L, OAS3, LY6E, and SPATS2L that had increased expression in ARDS vs. ARDS-HSCT; these genes were not differentially expressed in sepsis vs sepsis-HSCT. Gene ontology enrichment analysis revealed that many differentially expressed genes were related to response to type I interferon. CONCLUSIONS: Our findings reveal significant differences in whole blood transcriptomic profiles of patients with non-HSCT ARDS compared to ARDS-HSCT patients and point toward different immune responses underlying ARDS and ARDS-HSCT that contribute to lung injury.


Assuntos
Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Síndrome do Desconforto Respiratório/genética , Síndrome do Desconforto Respiratório/terapia , Análise de Sequência de RNA/métodos , Transcriptoma/genética , Adulto , Feminino , Transplante de Células-Tronco Hematopoéticas/tendências , Humanos , Masculino , Pessoa de Meia-Idade , Sistema de Registros , Síndrome do Desconforto Respiratório/sangue , Análise de Sequência de RNA/tendências
5.
Am J Respir Cell Mol Biol ; 58(5): 575-584, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-28984468

RESUMO

Transforming growth factor ß1 (TGF-ß1), a cytokine whose levels are elevated in the airways of patients with asthma, perpetuates airway inflammation and modulates airway structural cell remodeling. However, the role of TGF-ß1 in excessive airway narrowing in asthma, or airway hyperresponsiveness (AHR), remains unclear. In this study, we set out to investigate the direct effects of TGF-ß1 on human airway smooth muscle (HASM) cell shortening and hyperresponsiveness. The dynamics of AHR and single-cell excitation-contraction coupling were measured in human precision-cut lung slices and in isolated HASM cells using supravital microscopy and magnetic twisting cytometry, respectively. In human precision-cut lung slices, overnight treatment with TGF-ß1 significantly augmented basal and carbachol-induced bronchoconstriction. In isolated HASM cells, TGF-ß1 increased basal and methacholine-induced cytoskeletal stiffness in a dose- and time-dependent manner. TGF-ß1-induced single-cell contraction was corroborated by concomitant increases in myosin light chain and myosin phosphatase target subunit 1 phosphorylation levels, which were attenuated by small interfering RNA-mediated knockdown of Smad3 and pharmacological inhibition of Rho kinase. Strikingly, these physiological effects of TGF-ß1 occurred through a RhoA-independent mechanism, with little effect on HASM cell [Ca2+]i levels. Together, our data suggest that TGF-ß1 enhances HASM excitation-contraction coupling pathways to induce HASM cell shortening and hyperresponsiveness. These findings reveal a potential link between airway injury-repair responses and bronchial hyperreactivity in asthma, and define TGF-ß1 signaling as a potential target to reduce AHR in asthma.


Assuntos
Asma/metabolismo , Hiper-Reatividade Brônquica/metabolismo , Broncoconstrição/efeitos dos fármacos , Sinalização do Cálcio/efeitos dos fármacos , Músculo Liso/efeitos dos fármacos , Miócitos de Músculo Liso/efeitos dos fármacos , Proteína Smad3/metabolismo , Fator de Crescimento Transformador beta1/farmacologia , Asma/fisiopatologia , Hiper-Reatividade Brônquica/fisiopatologia , Células Cultivadas , Acoplamento Excitação-Contração/efeitos dos fármacos , Humanos , Músculo Liso/metabolismo , Músculo Liso/fisiopatologia , Miócitos de Músculo Liso/metabolismo , Cadeias Leves de Miosina/metabolismo , Fosfatase de Miosina-de-Cadeia-Leve/metabolismo , Fosforilação , Proteína Smad3/genética , Quinases Associadas a rho/metabolismo , Proteína rhoA de Ligação ao GTP/metabolismo
6.
Am J Respir Cell Mol Biol ; 58(4): 530-541, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29262264

RESUMO

Two cAMP signaling compartments centered on adenylyl cyclase (AC) exist in human airway smooth muscle (HASM) cells, one containing ß2-adrenergic receptor AC6 and another containing E prostanoid receptor AC2. We hypothesized that different PDE isozymes selectively regulate cAMP signaling in each compartment. According to RNA-sequencing data, 18 of 24 PDE genes were expressed in primary HASM cells derived from age- and sex-matched donors with and without asthma. PDE8A was the third most abundant of the cAMP-degrading PDE genes, after PDE4A and PDE1A. Knockdown of PDE8A using shRNA evoked twofold greater cAMP responses to 1 µM forskolin in the presence of 3-isobutyl-1-methylxanthine. Overexpression of AC2 did not alter this response, but overexpression of AC6 increased cAMP responses an additional 80%. We examined cAMP dynamics in live HASM cells using a fluorescence sensor. PF-04957325, a PDE8-selective inhibitor, increased basal cAMP concentrations by itself, indicating a significant basal level of cAMP synthesis. In the presence of an AC inhibitor to reduce basal signaling, PF-04957325 accelerated cAMP production and increased the inhibition of cell proliferation induced by isoproterenol, but it had no effect on cAMP concentrations or cell proliferation regulated by prostaglandin E2. Lipid raft fractionation of HASM cells revealed PDE8A immunoreactivity in buoyant fractions containing caveolin-1 and AC5/6 immunoreactivity. Thus, PDE8 is expressed in lipid rafts of HASM cells, where it specifically regulates ß2-adrenergic receptor AC6 signaling without effects on signaling by the E prostanoid receptors 2/4-AC2 complex. In airway diseases such as asthma and chronic obstructive pulmonary disease, PDE8 may represent a novel therapeutic target to modulate HASM responsiveness and airway remodeling.


Assuntos
3',5'-AMP Cíclico Fosfodiesterases/metabolismo , Adenilil Ciclases/metabolismo , Asma/enzimologia , AMP Cíclico/metabolismo , Músculo Liso/enzimologia , Miócitos de Músculo Liso/enzimologia , Receptores Adrenérgicos beta 2/metabolismo , Sistema Respiratório/enzimologia , 3',5'-AMP Cíclico Fosfodiesterases/genética , Adenilil Ciclases/genética , Remodelação das Vias Aéreas , Asma/genética , Asma/patologia , Asma/fisiopatologia , Estudos de Casos e Controles , Proliferação de Células , Células Cultivadas , Humanos , Microdomínios da Membrana/enzimologia , Microdomínios da Membrana/patologia , Músculo Liso/patologia , Músculo Liso/fisiopatologia , Miócitos de Músculo Liso/patologia , Receptores Adrenérgicos beta 2/genética , Sistema Respiratório/patologia , Sistema Respiratório/fisiopatologia , Sistemas do Segundo Mensageiro , Fatores de Tempo
7.
Am J Respir Cell Mol Biol ; 57(2): 193-203, 2017 08.
Artigo em Inglês | MEDLINE | ID: mdl-28363030

RESUMO

Ventilator-induced lung injury (VILI) is a severe complication of mechanical ventilation that can lead to acute respiratory distress syndrome. VILI is characterized by damage to the epithelial barrier with subsequent pulmonary edema and profound hypoxia. Available lung-protective ventilator strategies offer only a modest benefit in preventing VILI because they cannot impede alveolar overdistension and concomitant epithelial barrier dysfunction in the inflamed lung regions. There are currently no effective biochemical therapies to mitigate injury to the alveolar epithelium. We hypothesize that alveolar stretch activates the integrated stress response (ISR) pathway and that the chemical inhibition of this pathway mitigates alveolar barrier disruption during stretch and mechanical ventilation. Using our established rat primary type I-like alveolar epithelial cell monolayer stretch model and in vivo rat mechanical ventilation that mimics the alveolar overdistension seen in acute respiratory distress syndrome, we studied epithelial responses to mechanical stress. Our studies revealed that the ISR signaling pathway is a key modulator of epithelial permeability. We show that prolonged epithelial stretch and injurious mechanical ventilation activate the ISR, leading to increased alveolar permeability, cell death, and proinflammatory signaling. Chemical inhibition of protein kinase RNA-like endoplasmic reticulum kinase, an upstream regulator of the pathway, resulted in decreased injury signaling and improved barrier function after prolonged cyclic stretch and injurious mechanical ventilation. Our results provide new evidence that therapeutic targeting of the ISR can mitigate VILI.


Assuntos
Células Epiteliais Alveolares/patologia , Estresse Fisiológico/fisiologia , Lesão Pulmonar Induzida por Ventilação Mecânica/fisiopatologia , Fator 4 Ativador da Transcrição/antagonistas & inibidores , Fator 4 Ativador da Transcrição/genética , Fator 4 Ativador da Transcrição/fisiologia , Adenina/análogos & derivados , Adenina/farmacologia , Adenina/uso terapêutico , Células Epiteliais Alveolares/metabolismo , Animais , Morte Celular , Permeabilidade da Membrana Celular , Células Cultivadas , Citocinas/metabolismo , Avaliação Pré-Clínica de Medicamentos , Ativação Enzimática , Regulação da Expressão Gênica , Indóis/farmacologia , Indóis/uso terapêutico , Inibidores de Proteases/farmacologia , Inibidores de Proteases/uso terapêutico , Edema Pulmonar/tratamento farmacológico , Edema Pulmonar/etiologia , Interferência de RNA , Ratos , Ratos Sprague-Dawley , Transdução de Sinais , Estresse Mecânico , Fator de Transcrição CHOP/antagonistas & inibidores , Fator de Transcrição CHOP/genética , Fator de Transcrição CHOP/fisiologia , Resposta a Proteínas não Dobradas , eIF-2 Quinase/antagonistas & inibidores , eIF-2 Quinase/genética , eIF-2 Quinase/fisiologia
8.
Respir Res ; 18(1): 149, 2017 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-28774304

RESUMO

Omics approaches are high-throughput unbiased technologies that provide snapshots of various aspects of biological systems and include: 1) genomics, the measure of DNA variation; 2) transcriptomics, the measure of RNA expression; 3) epigenomics, the measure of DNA alterations not involving sequence variation that influence RNA expression; 4) proteomics, the measure of protein expression or its chemical modifications; and 5) metabolomics, the measure of metabolite levels. Our understanding of pulmonary diseases has increased as a result of applying these omics approaches to characterize patients, uncover mechanisms underlying drug responsiveness, and identify effects of environmental exposures and interventions. As more tissue- and cell-specific omics data is analyzed and integrated for diverse patients under various conditions, there will be increased identification of key mechanisms that underlie pulmonary biological processes, disease endotypes, and novel therapeutics that are efficacious in select individuals. We provide a synopsis of how omics approaches have advanced our understanding of asthma, chronic obstructive pulmonary disease (COPD), acute respiratory distress syndrome (ARDS), idiopathic pulmonary fibrosis (IPF), and pulmonary arterial hypertension (PAH), and we highlight ongoing work that will facilitate pulmonary disease precision medicine.


Assuntos
Epigenômica/métodos , Genômica/métodos , Pneumopatias/diagnóstico , Metabolômica/métodos , Proteômica/métodos , Compreensão , Humanos , Pneumopatias/genética , Pneumopatias/metabolismo
9.
Science ; 382(6667): eadf2359, 2023 10 13.
Artigo em Inglês | MEDLINE | ID: mdl-37824649

RESUMO

Single-cell transcriptomic studies have identified a conserved set of neocortical cell types from small postmortem cohorts. We extended these efforts by assessing cell type variation across 75 adult individuals undergoing epilepsy and tumor surgeries. Nearly all nuclei map to one of 125 robust cell types identified in the middle temporal gyrus. However, we found interindividual variance in abundances and gene expression signatures, particularly in deep-layer glutamatergic neurons and microglia. A minority of donor variance is explainable by age, sex, ancestry, disease state, and cell state. Genomic variation was associated with expression of 150 to 250 genes for most cell types. This characterization of cellular variation provides a baseline for cell typing in health and disease.


Assuntos
Lobo Temporal , Transcriptoma , Adulto , Humanos , Epilepsia/metabolismo , Perfilação da Expressão Gênica , Neurônios/metabolismo , Lobo Temporal/citologia , Lobo Temporal/metabolismo , Doenças do Sistema Nervoso/genética , Transtornos Mentais/genética
10.
Sci Rep ; 11(1): 17517, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-34471210

RESUMO

The widespread use of electronic cigarettes (e-cig) is a serious public health concern; however, mechanisms by which e-cig impair the function of airway epithelial cells-the direct target of e-cig smoke-are not fully understood. Here we report transcriptomic changes, including decreased expression of many ribosomal genes, in airway epithelial cells in response to e-cig exposure. Using RNA-seq we identify over 200 differentially expressed genes in air-liquid interface cultured primary normal human bronchial epithelial (NHBE) exposed to e-cig smoke solution from commercial e-cig cartridges. In particular, exposure to e-cig smoke solution inhibits biological pathways involving ribosomes and protein biogenesis in NHBE cells. Consistent with this effect, expression of corresponding ribosomal proteins and subsequent protein biogenesis are reduced in the cells exposed to e-cig. Gas chromatography/mass spectrometry (GC/MS) analysis identified the presence of five flavoring chemicals designated as 'high priority' in regard to respiratory health, and methylglyoxal in e-cig smoke solution. Together, our findings reveal the potential detrimental effect of e-cig smoke on ribosomes and the associated protein biogenesis in airway epithelium. Our study calls for further investigation into how these changes in the airway epithelium contribute to the current epidemic of lung injuries in e-cig users.


Assuntos
Brônquios/patologia , Sistemas Eletrônicos de Liberação de Nicotina/estatística & dados numéricos , Células Epiteliais/patologia , Regulação da Expressão Gênica/efeitos dos fármacos , Biossíntese de Proteínas , Proteínas Ribossômicas/metabolismo , Fumaça/efeitos adversos , Brônquios/efeitos dos fármacos , Brônquios/metabolismo , Células Epiteliais/efeitos dos fármacos , Células Epiteliais/metabolismo , Aromatizantes , Perfilação da Expressão Gênica , Humanos , Proteínas Ribossômicas/genética
11.
Sci Rep ; 9(1): 1400, 2019 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-30710127

RESUMO

The widespread use of electronic cigarettes (e-cigarettes or e-cig) is a growing public health concern. Diacetyl and its chemical cousin 2,3-pentanedione are commonly used to add flavors to e-cig; however, little is known about how the flavoring chemicals may impair lung function. Here we report that the flavoring chemicals induce transcriptomic changes and perturb cilia function in the airway epithelium. Using RNA-Seq, we identified a total of 163 and 568 differentially expressed genes in primary normal human bronchial epithelial (NHBE) cells that were exposed to diacetyl and 2,3-pentanedione, respectively. DAVID pathway analysis revealed an enrichment of cellular pathways involved in cytoskeletal and cilia processes among the set of common genes (142 genes) perturbed by both diacetyl and 2,3-pentanedione. Consistent with this, qRT-PCR confirmed that the expression of multiple genes involved in cilia biogenesis was significantly downregulated by diacetyl and 2,3-pentanedione in NHBE cells. Furthermore, immunofluorescence staining showed that the number of ciliated cells was significantly decreased by the flavoring chemicals. Our study indicates that the two widely used e-cig flavoring chemicals impair the cilia function in airway epithelium and likely contribute to the adverse effects of e-cig in the lung.


Assuntos
Brônquios/citologia , Cílios/fisiologia , Citoesqueleto/metabolismo , Diacetil/metabolismo , Células Epiteliais/fisiologia , Aromatizantes/metabolismo , Pulmão/metabolismo , Células Cultivadas , Diacetil/análogos & derivados , Sistemas Eletrônicos de Liberação de Nicotina , Humanos , Exposição por Inalação/efeitos adversos , Pulmão/patologia , Transcriptoma
12.
AMIA Annu Symp Proc ; 2018: 1338-1347, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30815178

RESUMO

Over 140,000 transcriptomic studies performed in healthy and diseased cell and tissue types, at baseline and after exposure to various agents, are available in public repositories. Integrating results of transcriptomic datasets has been an attractive approach to identify gene expression signatures that are more robust than those obtained for individual datasets, especially datasets with small sample size. We developed Reproducible Analysis and Validation of Expression Data (RAVED), a pipeline that facilitates the creation of R Markdown reports detailing reproducible analysis of publicly available transcriptomic data, and used it to analyze asthma and glucocorticoid response microarray and RNA-Seq datasets. Subsequently, we used three approaches to integrate summary statistics of these studies and identify cell/tissue-specific and global asthma and glucocorticoid-induced gene expression changes. Transcriptomic integration methods were incorporated into an online app called REALGAR, where end-users can specify datasets to integrate and quickly obtain results that may facilitate design of experimental studies.


Assuntos
Asma/genética , Perfilação da Expressão Gênica/métodos , Glucocorticoides/genética , Transcriptoma , Bases de Dados Genéticas , Conjuntos de Dados como Assunto , Genes , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Análise de Sequência de RNA
13.
PLoS One ; 13(5): e0197105, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29758070

RESUMO

Lymphangioleiomyomatosis (LAM) is a rare, almost exclusively female lung disease linked to inactivating mutations in tuberous sclerosis complex 2 (TSC2), a tumor suppressor gene that controls cell metabolic state and growth via regulation of the mechanistic target of rapamycin (mTORC1) signaling. mTORC1 is frequently activated in human cancers and, although the mTORC1 inhibitor rapamycin has a cytostatic effect, it is, in general, unable to elicit a robust curative effect or tumor regression. Using RNA-Seq, we identified (1) Insulin-like Growth Factor (IGF2) as one of the genes with the highest fold-change difference between human TSC2-null and TSC2-expressing angiomyolipoma cells from a patient with LAM, and (2) the mouse IGF2 homolog Igf2, as a top-ranking gene according to fold change between Tsc2-/- and Tsc2+/+ mouse embryo fibroblasts (MEFs). We extended transcript-level findings to protein level, observing increased Igf2 protein expression and Igf2 secretion by Tsc2-/- MEFs. Increased Igf2 expression was not due to epigenetic imprinting, but was partially mediated through the Stat3 pathway and was completely insensitive to rapamycin treatment. An siRNA-mediated decrease of Igf2 resulted in decreased Stat3 phosphorylation, suggesting presence of an autocrine Igf2/Stat3 amplification cycle in Tsc2-/- MEFs. In human pulmonary LAM lesions and metastatic cell clusters, high levels of IGF2 were associated with mTORC1 activation. In addition, treatment of three primary IGF2-expressing LAM lung cell lines with rapamycin did not result in IGF2 level changes. Thus, targeting of IGF2 signaling may be of therapeutic value to LAM patients, particularly those who are unresponsive to rapamycin.


Assuntos
Embrião de Mamíferos/metabolismo , Fibroblastos/metabolismo , Regulação Neoplásica da Expressão Gênica , Fator de Crescimento Insulin-Like II/biossíntese , Neoplasias Pulmonares/metabolismo , Transdução de Sinais , Sirolimo/farmacologia , Proteínas Supressoras de Tumor/deficiência , Animais , Linhagem Celular Tumoral , Embrião de Mamíferos/patologia , Fibroblastos/patologia , Humanos , Fator de Crescimento Insulin-Like II/genética , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Linfangioleiomiomatose , Camundongos , Camundongos Knockout , Proteína 2 do Complexo Esclerose Tuberosa
14.
AMIA Annu Symp Proc ; 2017: 1589-1596, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-29854229

RESUMO

Unbiased genetic association studies, including genome-wide association and whole-genome sequencing studies, have uncovered many novel disease-associated variants. Relatively few of these associated regions, however, have led to insights that are biologically mechanistic or clinically actionable due in part to the difficulty in designing appropriate functional validation studies to understand how variants contribute to disease. Asthma is a complex inflammatory lung disease for which many genetic associations have been identified. Using asthma as a disease model, we designed Reducing Associations by Linking Genes And transcriptomic Results (REALGAR), an app that facilitates the design of functional validation studies by integrating cell- and tissue-specific results of diseaserelevant gene expression and other omics studies. Via specific examples, we demonstrate how integrated gene- centric and disease-specific information leads to asthma insights, and more broadly, can help understand complex diseases.


Assuntos
Asma/genética , Expressão Gênica , Estudos de Associação Genética , Software , Estudo de Associação Genômica Ampla , Genômica , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Polimorfismo de Nucleotídeo Único , Transcriptoma
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