Jejunal gene expression patterns correlate with severity of systemic infection in chicken

<p>Abstract</p> <p>Background</p> <p>Not much is known about the effect of <it>Salmonella enteritidis</it> on changes in the developmental processes occurring in the intestine of young chicken. Therefore we investigated the correlation of intestinal gene expression patterns with the severity of systemic Salmonella infections.</p> <p>Methods</p> <p>The number of Salmonella colony forming units (CFUs) in the liver of infected chicken were plotted against the average intestinal expression profiles of previously identified gene expression clusters. The functional properties of all the genes taken together present in 3 clusters exhibiting positive correlation at early time-points were compared with the functional properties of the genes displaying antagonistic correlations in 1 cluster. The top 5 ranking functional groups were analysed in further detail.</p> <p>Results</p> <p>Three clusters showed gene expression profiles which were positively correlated with the severity of systemic disease as measured by the number of Salmonella colony forming units in the liver. In these clusters, genes involved in morphological processes were predominantly present. One cluster had a profile that was negatively correlated with the severity of systemic disease, as measured by numbers of CFUs in the liver. The genes in the latter cluster were mostly involved in cell turn-over and metabolism.</p> <p>Conclusions</p> <p>In the developing jejunum of young chicken, both stimulatory and inhibitory gene expression mechanisms are correlated with the severity of systemic Salmonella infections.</p

Continuous real-time cow identification by reading ear tags from live-stream video

In precision dairy farming there is a need for continuous and real-time availability of data on cows and systems. Data collection using sensors is becoming more common and it can be difficult to connect sensor measurements to the identification of the individual cow that was measured. Cows can be identified by RFID tags, but ear tags with identification numbers are more widely used. Here we describe a system that makes the ear tag identification of the cow continuously available from a live-stream video so that this information can be added to other data streams that are collected in real-time. An ear tag reading model was implemented by retraining and existing model, and tested for accuracy of reading the digits on cows ear tag images obtained from two dairy farms. The ear tag reading model was then combined with a video set up in a milking robot on a dairy farm, where the identification by the milking robot was considered ground-truth. The system is reporting ear tag numbers obtained from live-stream video in real-time. Retraining a model using a small set of 750 images of ear tags increased the digit level accuracy to 87% in the test set. This compares to 80% accuracy obtained with the starting model trained on images of house numbers only. The ear tag numbers reported by real-time analysis of live-stream video identified the right cow 93% of the time. Precision and sensitivity were lower, with 65% and 41%, respectively, meaning that 41% of all cow visits to the milking robot were detected with the correct cow’s ear tag number. Further improvement in sensitivity needs to be investigated but when ear tag numbers are reported they are correct 93% of the time which is a promising starting point for future system improvements

Ontwikkeling van een meetlat voor immuuncompetentie in varkens, vleeskuikens en vleeskalveren

Het doel van dit project is om een “meetlat” te ontwikkelen die de effecten van (voedings)interventies gericht op de verbetering van de immuuncompetentie van varkens, pluimvee en vleeskalveren kan vaststellen. Immuuncompetentie is binnen dit project gedefinieerd als het vermogen van dieren om effectieve responsen van het immuunsysteem te tonen op het moment dat de gezondheid van het dier onder druk wordt gezet. Een meetlat voor immuuncompetentie kan in de toekomst door de diervoedingssector gebruikt worden bij de ontwikkeling en evaluatie van nieuwe voerconcepten, ingrediënten en additieven gericht op de verbetering en ondersteuning van diergezondheid. Het is bekend dat de samenstelling van de voeding van jonge dieren invloed heeft op de functionele ontwikkeling van het maagdarmkanaal en op de samenstelling van de daarin aanwezige microbiota. De interacties tussen de microbiota en de weefsels van het darmkanaal (cross talk) hebben een belangrijke invloed op de ontwikkeling van immuuncompetentie. Daarom wordt in dit project gefocust op de effecten van (voedings)interventies op de microbiota, genexpressie veranderingen in darmweefsel, en morfologische en immunologische veranderen in de darm. De hier gepresenteerde meetlat voor immuuncompetentie is gebaseerd op de resultaten van onderzoek binnen het VDI programma van Feed4Foodure (projecten VDI-11; vleeskuikens, VDI-12; biggen, VDI- 13; gespeende biggen en kalveren) waarin m.b.v. model interventies de effecten van variatie in voersamenstelling op de microbiota samenstelling in het darmkanaal, de biologische responsen van darmweefsel en de zoötechnische dierprestaties zijn onderzocht. In de hier gepresenteerde meetlat worden gemeten effecten in deze studies aan elkaar gerelateerd en functioneel inzichtelijk gemaakt. Dit rapport beschrijft de ontwikkeling en totstandkoming van een eerste versie van de meetlat. Hierbij worden gemaakte keuzes, beperkingen en mogelijkheden van de meetlat bediscussieerd. Tenslotte wordt inzicht gegeven in de mogelijkheden tot verdere verfijningen en de toepasbaarheid van de meetlat

High-level integration of murine intestinal transcriptomics data highlights the importance of the complement system in mucosal homeostasis.

BACKGROUND: The mammalian intestine is a complex biological system that exhibits functional plasticity in its response to diverse stimuli to maintain homeostasis. To improve our understanding of this plasticity, we performed a high-level data integration of 14 whole-genome transcriptomics datasets from samples of intestinal mouse mucosa. We used the tool Centrality based Pathway Analysis (CePa), along with information from the Reactome database. RESULTS: The results show an integrated response of the mouse intestinal mucosa to challenges with agents introduced orally that were expected to perturb homeostasis. We observed that a common set of pathways respond to different stimuli, of which the most reactive was the Regulation of Complement Cascade pathway. Altered expression of the Regulation of Complement Cascade pathway was verified in mouse organoids challenged with different stimuli in vitro. CONCLUSIONS: Results of the integrated transcriptomics analysis and data driven experiment suggest an important role of epithelial production of complement and host complement defence factors in the maintenance of homeostasis

Changes in Blood Metabolites, Intestinal Microbiota Composition and Gene Expression of 95 Weeks Old Laying Hens Differing in Egg Production and Egg Breaking Strength

Herein, we investigated to what extent molecular phenotypes of the systemic level (blood) and local (intestine) are associated with the performance of laying hens at 95 weeks of age. After the trial had run for 95 weeks, two performance groups were generated, i.e., egg production (PROD) and egg breaking strength (BS). A subset of 21 cages, 116 hens, was measured to indicate the metabolism and disease status. Additionally, a focus group (four cages) was made to perform molecular phenotyping in the intestine. A notifiable observation made during the post-mortem dissection was that approximately 12% of the birds at 95 weeks had developed certain aberrations and/or impairments (denoted as organ morbidity). At the systemic level, we observed five metabolites (γGT, triglycerides, HDL, glucose, and cholesterol) significantly associated to organ morbidity, and only two metabolites (urea and aspartate aminotransferase) to the performance phenotypes. At the local level, when comparing high PROD vs. low PROD, we observed differentially expressed genes involved in cell cycle processes and the extracellular matrix. When comparing high BS vs. low BS differentially, expressed genes were observed mainly involved in immune and cell cycle-related processes. This knowledge is crucial for developing novel strategies of keeping laying hens vital

Transcription profiling of chicken jejuna in a time series after orally infection with Salmonella

RNA was extracted form chicken jejuna at 0.33,1, 2, 4, 8, 12 and 21 days post-infection, in orally infected (1.10^5 Salmonella ) and control chickens. NOTE: Normalization is performed separately! on control and infected chickens, because the objective was to investigate differences in development

Transcription profiling of chicken jejuna in a time series after orally infection with Salmonella

RNA was extracted form chicken jejuna at 0.33,1, 2, 4, 8, 12 and 21 days post-infection, in orally infected (1.10^5 Salmonella ) and control chickens. NOTE: Normalization is performed separately! on control and infected chickens, because the objective was to investigate differences in development