333 research outputs found
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Identification of the expressome by machine learning on omics data.
Accurate annotation of plant genomes remains complex due to the presence of many pseudogenes arising from whole-genome duplication-generated redundancy or the capture and movement of gene fragments by transposable elements. Machine learning on genome-wide epigenetic marks, informed by transcriptomic and proteomic training data, could be used to improve annotations through classification of all putative protein-coding genes as either constitutively silent or able to be expressed. Expressed genes were subclassified as able to express both mRNAs and proteins or only RNAs, and CG gene body methylation was associated only with the former subclass. More than 60,000 protein-coding genes have been annotated in the reference genome of maize inbred B73. About two-thirds of these genes are transcribed and are designated the filtered gene set (FGS). Classification of genes by our trained random forest algorithm was accurate and relied only on histone modifications or DNA methylation patterns within the gene body; promoter methylation was unimportant. Other inbred lines are known to transcribe significantly different sets of genes, indicating that the FGS is specific to B73. We accurately classified the sets of transcribed genes in additional inbred lines, arising from inbred-specific DNA methylation patterns. This approach highlights the potential of using chromatin information to improve annotations of functional genes
Hypocotyl Transcriptome Reveals Auxin Regulation of Growth-Promoting Genes through GA-Dependent and -Independent Pathways
Many processes critical to plant growth and development are regulated by the hormone auxin. Auxin responses are initiated through activation of a transcriptional response mediated by the TIR1/AFB family of F-box protein auxin receptors as well as the AUX/IAA and ARF families of transcriptional regulators. However, there is little information on how auxin regulates a specific cellular response. To begin to address this question, we have focused on auxin regulation of cell expansion in the Arabidopsis hypocotyl. We show that auxin-mediated hypocotyl elongation is dependent upon the TIR1/AFB family of auxin receptors and degradation of AUX/IAA repressors. We also use microarray studies of elongating hypocotyls to show that a number of growth-associated processes are activated by auxin including gibberellin biosynthesis, cell wall reorganization and biogenesis, and others. Our studies indicate that GA biosynthesis is required for normal response to auxin in the hypocotyl but that the overall transcriptional auxin output consists of PIF-dependent and -independent genes. We propose that auxin acts independently from and interdependently with PIF and GA pathways to regulate expression of growth-associated genes in cell expansion
Phosphatidylinositol 3-Kinase-Â Signaling Promotes Campylobacter jejuni-Induced Colitis through Neutrophil Recruitment in Mice
Crypt abscesses caused by excessive neutrophil accumulation are prominent features of human campylobacteriosis and its associated pathology. The molecular and cellular events responsible for this pathological situation are currently unknown. We investigated the contribution of PI3Kγ signaling in Campylobacter jejuni-induced neutrophil accumulation and intestinal inflammation. Germ-free and specific pathogen free Il10−/−and germ-free Il10−/−; Rag2−/− mice were infected with C. jejuni (109 CFU/mouse). PI3Kγ signaling was manipulated using either the pharmacological PI3Kγ inhibitor AS252424 (i.p. 10 mg/kg daily) or genetically using Pi3γ−/− mice. After up to 14 days, inflammation was assessed histologically and by measuring levels of colonic Il1β, Cxcl2 and Il17a mRNA. Neutrophils were depleted using anti-Gr1 antibody (i.p. 0.5 mg/mouse/every 3 days). Using germ-free Il10−/−; Rag2−/− mice, we observed that innate immune cells are the main cellular compartment responsible for campylobacteriosis. Pharmacological blockade of PI3Kγ signaling diminished C. jejuni-induced intestinal inflammation, neutrophil accumulation and NF-κB activity, which correlated with reduced Il1β (77%), Cxcl2 (73%) and Il17a (72%) mRNA accumulation. Moreover, Pi3kγ−/− mice pretreated with anti-IL-10R were resistant to C. jejuni-induced intestinal inflammation compared to Wt mice. This improvement was accompanied by a reduction of C. jejuni translocation into the colon and extra-intestinal tissues and by attenuation of neutrophil migratory capacity. Furthermore, neutrophil depletion attenuated C. jejuni-induced crypt abscesses and intestinal inflammation. Our findings indicate that C. jejuni-induced PI3Kγ signaling mediates neutrophil recruitment and intestinal inflammation in Il10−/− mice. Selective pharmacological inhibition of PI3Kγ may represent a novel means to alleviate severe cases of campylobacteriosis, especially in antibiotic-resistant strains
Plant elicitor peptides are conserved signals regulating direct and indirect antiherbivore defense
Focal therapy for prostate cancer: revolution or evolution?
The face of prostate cancer has been dramatically changed since the late 1980s when PSA was introduced as a clinical screening tool. More men are diagnosed with small foci of cancers instead of the advanced disease evident prior to PSA screening. Treatment options for these smaller tumors consist of expectant management, radiation therapy (brachytherapy and external beam radiotherapy) and surgery (cryosurgical ablation and radical prostatectomy). In the highly select patient, cancer specific survival employing any of these treatment options is excellent, however morbidity from these interventions are significant. Thus, the idea of treating only the cancer within the prostate and sparing the non-cancerous tissue in the prostate is quite appealing, yet controversial. Moving forward if we are to embrace the focal treatment of prostate cancer we must: be able to accurately identify index lesions within the prostate, image cancers within the prostate and methodically study the litany of focal therapeutic options available
Enterococcus faecalis Gelatinase Mediates Intestinal Permeability via Protease-Activated Receptor 2
Microbial protease-mediated disruption of the intestinal epithelium is a potential mechanism whereby a dysbiotic enteric microbiota can lead to disease. This mechanism was investigated using the colitogenic, protease-secreting enteric microbe Enterococcus faecalis . Caco-2 and T-84 epithelial cell monolayers and the mouse colonic epithelium were exposed to concentrated conditioned media (CCM) from E. faecalis V583 and E. faecalis lacking the gelatinase gene ( gelE ). The flux of fluorescein isothiocyanate (FITC)-labeled dextran across monolayers or the mouse epithelium following exposure to CCM from parental or mutant E. faecalis strains indicated paracellular permeability. A protease-activated receptor 2 (PAR2) antagonist and PAR2-deficient (PAR2 −/− ) mice were used to investigate the role of this receptor in E. faecalis -induced permeability. Gelatinase (GelE) purified from E. faecalis V583 was used to confirm the ability of this protease to induce epithelial cell permeability and activate PAR2. The protease-mediated permeability of colonic epithelia from wild-type (WT) and PAR2 −/− mice by fecal supernatants from ulcerative colitis patients was assessed. Secreted E. faecalis proteins induced permeability in epithelial cell monolayers, which was reduced in the absence of gelE or by blocking PAR2 activity. Secreted E. faecalis proteins induced permeability in the colonic epithelia of WT mice that was absent in tissues from PAR2 −/− mice. Purified GelE confirmed the ability of this protease to induce epithelial cell permeability via PAR2 activation. Fecal supernatants from ulcerative colitis patients induced permeability in the colonic epithelia of WT mice that was reduced in tissues from PAR2 −/− mice. Our investigations demonstrate that GelE from E. faecalis can regulate enteric epithelial permeability via PAR2
Ciprofloxacin for the Prevention of Postoperative Recurrence in Patients with Crohnʼs Disease: A Randomized, Double-blind, Placebo-controlled Pilot Study
The commensal bacterial flora plays a critical role in postoperative recurrence of Crohn’s disease (CD). We conducted a randomized, double-blind, placebo-controlled 6 months pilot trial of ciprofloxacin for the prevention of endoscopic recurrence in patients with CD who underwent surgery
Trial Design and Objectives for Castration-Resistant Prostate Cancer: Updated Recommendations From the Prostate Cancer Clinical Trials Working Group 3
Evolving treatments, disease phenotypes, and biology, together with a changing drug development environment, have created the need to revise castration-resistant prostate cancer (CRPC) clinical trial recommendations to succeed those from prior Prostate Cancer Clinical Trials Working Groups
A Nutrition and Conditioning Intervention for Natural Bodybuilding Contest Preparation: Case Study.
Bodybuilding competitions are becoming increasingly popular. Competitors are judged on their aesthetic
appearance and usually exhibit a high level of muscularity and symmetry and low levels of body fat. Commonly used techniques to improve physique during the preparation phase before competitions include dehydration, periods of prolonged fasting, severe caloric restriction, excessive cardiovascular exercise and inappropriate use of diuretics and anabolic steroids. In contrast, this case study documents a structured nutrition and conditioning
intervention followed by a 21 year-old amateur bodybuilding competitor to improve body composition, resting and
exercise fat oxidation, and muscular strength that does not involve use of any of the above mentioned methods.
Over a 14-week period, the Athlete was provided with a scientifically designed nutrition and conditioning plan that
encouraged him to (i) consume a variety of foods; (ii) not neglect any macronutrient groups; (iii) exercise regularly
but not excessively and; (iv) incorporate rest days into his conditioning regime. This strategy resulted in a body
mass loss of 11.7 kg’s, corresponding to a 6.7 kg reduction in fat mass and a 5.0 kg reduction in fat-free mass.
Resting metabolic rate decreased from 1993 kcal/d to 1814 kcal/d, whereas resting fat oxidation increased from
0.04 g/min to 0.06 g/min. His capacity to oxidize fat during exercise increased more than two-fold from 0.24 g/min
to 0.59 g/min, while there was a near 3-fold increase in the corresponding exercise intensity that elicited the
maximal rate of fat oxidation; 21% V̇
O2max to 60% V̇ O2max. Hamstring concentric peak torque decreased (1.7 to 1.5 Nm/kg), whereas hamstring eccentric (2.0 Nm/kg to 2.9 Nm/kg), quadriceps concentric (3.4 Nm/kg to 3.7 Nm/kg) and quadriceps eccentric (4.9 Nm/kg to 5.7 Nm/kg) peak torque all increased. Psychological mood-state (BRUMS scale) was not negatively influenced by the intervention and all values relating to the Athlete’s mood-state remained below average over the course of study. This intervention shows that a structured and scientifically supported nutrition strategy can be implemented to improve parameters relevant to bodybuilding competition and importantly the health of competitors, therefore questioning the conventional practices of bodybuilding preparation
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