RESUMO
The progesterone vaginal ring (PVR) is a contraceptive designed for use by breastfeeding women in the first year postpartum. This Report presents results of an acceptability study of the PVR in Kenya, Nigeria, and Senegal. Women seeking postpartum family planning services were offered various contraceptive options including the PVR. Of the 174 participating women, 110 (63 percent) used one ring and 94 (54 percent) completed the study by using two rings over a six-month period. Women were interviewed up to three times: at the time they entered the study, at 3 months (the end of the first ring cycle), and at 6 months (the end of the second ring cycle or when they exited if they had discontinued earlier). Many participants found the ring to be acceptable, with over three-quarters reporting that it was easy to insert, remove, and reinsert. While a small proportion of women experienced ring expulsion, the majority did not. These findings suggest that even in countries with little or no use of vaginal health products, contraceptive vaginal rings offer women a new option that they are able and willing to use.
Assuntos
Anticoncepcionais/administração & dosagem , Dispositivos Anticoncepcionais Femininos , Satisfação do Paciente/estatística & dados numéricos , Progesterona/administração & dosagem , Adolescente , Adulto , África Subsaariana , Aleitamento Materno , Feminino , Humanos , Fatores Socioeconômicos , Adulto JovemRESUMO
BACKGROUND: Pancreatic cancer is an aggressive cancer with dismal prognosis, urgently necessitating better biomarkers to improve therapeutic options and early diagnosis. Traditional approaches of biomarker detection that consider only one aspect of the biological continuum like gene expression alone are limited in their scope and lack robustness in identifying the key regulators of the disease. We have adopted a multidimensional approach involving the cross-talk between the omics spaces to identify key regulators of disease progression. METHODS: Multidimensional domain-specific disease signatures were obtained using rank-based meta-analysis of individual omics profiles (mRNA, miRNA, DNA methylation) related to pancreatic ductal adenocarcinoma (PDAC). These domain-specific PDAC signatures were integrated to identify genes that were affected across multiple dimensions of omics space in PDAC (genes under multiple regulatory controls, GMCs). To further pin down the regulators of PDAC pathophysiology, a systems-level network was generated from knowledge-based interaction information applied to the above identified GMCs. Key regulators were identified from the GMC network based on network statistics and their functional importance was validated using gene set enrichment analysis and survival analysis. RESULTS: Rank-based meta-analysis identified 5391 genes, 109 miRNAs and 2081 methylation-sites significantly differentially expressed in PDAC (false discovery rate ≤ 0.05). Bimodal integration of meta-analysis signatures revealed 1150 and 715 genes regulated by miRNAs and methylation, respectively. Further analysis identified 189 altered genes that are commonly regulated by miRNA and methylation, hence considered GMCs. Systems-level analysis of the scale-free GMCs network identified eight potential key regulator hubs, namely E2F3, HMGA2, RASA1, IRS1, NUAK1, ACTN1, SKI and DLL1, associated with important pathways driving cancer progression. Survival analysis on individual key regulators revealed that higher expression of IRS1 and DLL1 and lower expression of HMGA2, ACTN1 and SKI were associated with better survival probabilities. CONCLUSIONS: It is evident from the results that our hierarchical systems-level multidimensional analysis approach has been successful in isolating the converging regulatory modules and associated key regulatory molecules that are potential biomarkers for pancreatic cancer progression.
Assuntos
Carcinoma Ductal Pancreático/genética , Epigenômica/métodos , Perfilação da Expressão Gênica/métodos , Redes Reguladoras de Genes , Neoplasias Pancreáticas/genética , Metilação de DNA , Bases de Dados Genéticas , Progressão da Doença , Regulação Neoplásica da Expressão Gênica , Humanos , MicroRNAs/genética , Análise de Componente Principal , Análise de Sobrevida , Biologia de Sistemas/métodosRESUMO
Bacterial endophthalmitis remains a devastating inflammatory condition associated with permanent vision loss. Hence, assessing the host response in this disease may provide new targets for intervention. Using a mouse model of Staphylococcus aureus (SA) endophthalmitis and performing retinal transcriptome analysis, we discovered progressive changes in the expression of 1,234 genes. Gene ontology (GO) and pathway analyses revealed the major pathways impacted in endophthalmitis includes: metabolism, inflammatory/immune, antimicrobial, cell trafficking, and lipid biosynthesis. Among the immune/inflammation pathways, JAK/Stat and IL-17A signaling were the most significantly affected. Interactive network-based analyses identified 13 focus hub genes (IL-6, IL-1ß, CXCL2, STAT3, NUPR1, Jun, CSF1, CYR61, CEBPB, IGF-1, EGFR1, SPP1, and TGM2) within these important pathways. The expression of hub genes confirmed by qRT-PCR, ELISA (IL-6, IL-1ß, and CXCL2), and Western blot or immunostaining (CEBP, STAT3, NUPR1, and IGF1) showed strong correlation with transcriptome data. Since TLR2 plays an important role in SA endophthalmitis, counter regulation analysis of TLR2 ligand pretreated retina or the use of retinas from TLR2 knockout mice showed the down-regulation of inflammatory regulatory genes. Collectively, our study provides, for the first time, a comprehensive analysis of the transcriptomic response and identifies key pathways regulating retinal innate responses in staphylococcal endophthalmitis.
Assuntos
Endoftalmite/genética , Redes Reguladoras de Genes , Interações Hospedeiro-Patógeno , Infecções Estafilocócicas/genética , Receptor 2 Toll-Like/genética , Transcriptoma , Animais , Proteínas Estimuladoras de Ligação a CCAAT/genética , Proteínas Estimuladoras de Ligação a CCAAT/imunologia , Citocinas/genética , Citocinas/imunologia , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/imunologia , Modelos Animais de Doenças , Endoftalmite/imunologia , Endoftalmite/microbiologia , Endoftalmite/patologia , Feminino , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Ontologia Genética , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Anotação de Sequência Molecular , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/imunologia , Análise de Componente Principal , Retina/imunologia , Retina/microbiologia , Retina/patologia , Transdução de Sinais , Infecções Estafilocócicas/imunologia , Infecções Estafilocócicas/microbiologia , Infecções Estafilocócicas/patologia , Staphylococcus aureus/patogenicidade , Staphylococcus aureus/fisiologia , Biologia de Sistemas , Receptor 2 Toll-Like/deficiência , Receptor 2 Toll-Like/imunologiaRESUMO
BACKGROUND: RNA interference (RNAi) is a powerful platform utilized to target transcription of specific genes and downregulate the protein product. To achieve effective silencing, RNAi is usually applied to cells or tissue with a transfection reagent to enhance entry into cells. A commonly used control is the same transfection reagent plus a "noncoding RNAi". However, this does not control for the genomic response to the transfection reagent alone or in combination with the noncoding RNAi. These control effects while not directly targeting the gene in question may influence expression of other genes that in turn alter expression of the target. The current study was prompted by our work focused on prevention of vascular bypass graft failure and our experience with gene silencing in human aortic smooth muscle cells (HAoSMCs) where we suspected that off target effects through this mechanism might be substantial. We have used Next Generation Sequencing (NGS) technology and bioinformatics analysis to examine the genomic response of HAoSMCs to the transfection reagent alone (polyethyleneimine (PEI)) or in combination with commercially obtained control small interfering RNA (siRNAs) (Dharmacon and Invitrogen). RESULTS: Compared to untreated cells, global gene expression of HAoSMcs after transfection either with PEI or in combination with control siRNAs displayed significant alterations in gene transcriptome after 24 h. HAoSMCs transfected by PEI alone revealed alterations of 213 genes mainly involved in inflammatory and immune responses. HAoSMCs transfected by PEI complexed with siRNA from either Dharmacon or Invitrogen showed substantial gene variation of 113 and 85 genes respectively. Transfection of cells with only PEI or with PEI and control siRNAs resulted in identification of 20 set of overlapping altered genes. Further, systems biology analysis revealed key master regulators in cells transfected with control siRNAs including the cytokine, Interleukin (IL)-1, transcription factor GATA Binding Protein (GATA)-4 and the methylation enzyme, Enhancer of zeste homolog 2 (EZH-2) a cytokine with an apical role in initiating the inflammatory response. CONCLUSIONS: Significant off-target effects in HAoSMCs transfected with PEI alone or in combination with control siRNAs may lead to misleading conclusions concerning the effectiveness of a targeted siRNA strategy. The lack of structural information about transfection reagents and "non coding" siRNA is a hindrance in the development of siRNA based therapeutics.
Assuntos
Aorta/efeitos dos fármacos , Biologia Computacional , Regulação da Expressão Gênica/efeitos dos fármacos , Músculo Liso Vascular/efeitos dos fármacos , Aorta/metabolismo , Proteína Potenciadora do Homólogo 2 de Zeste , Fator de Transcrição GATA4/biossíntese , Regulação da Expressão Gênica/genética , Inativação Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Interleucina-1/biossíntese , Músculo Liso Vascular/metabolismo , Complexo Repressor Polycomb 2/biossíntese , Polietilenoimina/administração & dosagem , RNA Interferente Pequeno/genética , Transfecção/métodosRESUMO
We show that the mechanism for molecular recognition requires one of the interacting proteins, usually the smaller of the two, to anchor a specific side chain in a structurally constrained binding groove of the other protein, providing a steric constraint that helps to stabilize a native-like bound intermediate. We identify the anchor residues in 39 protein-protein complexes and verify that, even in the absence of their interacting partners, the anchor side chains are found in conformations similar to those observed in the bound complex. These ready-made recognition motifs correspond to surface side chains that bury the largest solvent-accessible surface area after forming the complex (> or =100 A2). The existence of such anchors implies that binding pathways can avoid kinetically costly structural rearrangements at the core of the binding interface, allowing for a relatively smooth recognition process. Once anchors are docked, an induced fit process further contributes to forming the final high-affinity complex. This later stage involves flexible (solvent-exposed) side chains that latch to the encounter complex in the periphery of the binding pocket. Our results suggest that the evolutionary conservation of anchor side chains applies to the actual structure that these residues assume before the encounter complex and not just to their loci. Implications for protein docking are also discussed.