In this task, you are given a passage which has a question and the context. You have to generate an answer to the question based on the information present in the context.
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Question: Context: It is common in public health and epidemiology that the outcome of interest is counts of events occurrence. Analysing these data using classical linear models is mostly inappropriate, even after transformation of outcome variables due to overdispersion. Zero-adjusted mixture count models such as zero-inflated and hurdle count models are applied to count data when over-dispersion and excess zeros exist. Main objective of the current paper is to apply such models to analyse risk factors associated with human helminths (S. haematobium) particularly in a case where there's a high proportion of zero counts.", 'The data were collected during a community-based randomised control trial assessing the impact of mass drug administration (MDA) with praziquantel in Malawi, and a school-based cross sectional epidemiology survey in Zambia. Count data models including traditional (Poisson and negative binomial) models, zero modified models (zero inflated Poisson and zero inflated negative binomial) and hurdle models (Poisson logit hurdle and negative binomial logit hurdle) were fitted and compared.', 'Using Akaike information criteria (AIC), the negative binomial logit hurdle (NBLH) and zero inflated negative binomial (ZINB) showed best performance in both datasets. With regards to zero count capturing, these models performed better than other models.\Question: Do zero adjusted models with applications to analysing helminths count data?

Answer: This paper showed that zero modified NBLH and ZINB models are more appropriate methods for the analysis of data with excess zeros. The choice between the hurdle and zero-inflated models should be based on the aim and endpoints of the study.


Question: Context: Aedes aegypti is the main mosquito vector of the four serotypes of dengue virus (DENV). Previous population genetic and vector competence studies have demonstrated substantial genetic structure and major differences in the ability to transmit dengue viruses in Ae. aegypti populations in Mexico.', 'Population genetic studies revealed that the intersection of the Neovolcanic axis (NVA) with the Gulf of Mexico coast in the state of Veracruz acts as a discrete barrier to gene flow among Ae. aegypti populations north and south of the NVA. The mosquito populations north and south of the NVA also differed in their vector competence (VC) for dengue serotype 2 virus (DENV2). The average VC rate for Ae. aegypti mosquitoes from populations from north of the NVA was 0.55; in contrast the average VC rate for mosquitoes from populations from south of the NVA was 0.20. Most of this variation was attributable to a midgut infection and escape barriers. In Ae. aegypti north of the NVA 21.5% failed to develop midgut infections and 30.3% of those with an infected midgut failed to develop a disseminated infection. In contrast, south of the NVA 45.2% failed to develop midgut infections and 62.8% of those with an infected midgut failed to develop a disseminated infection.\Question: Is the neovolcanic axis a barrier to gene flow among Aedes aegypti populations in Mexico that differ in vector competence for Dengue 2 virus?

Answer: Barriers to gene flow in vector populations may also impact the frequency of genes that condition continuous and epidemiologically relevant traits such as vector competence. Further studies are warranted to determine why the NVA is a barrier to gene flow and to determine whether the differences in vector competence seen north and south of the NVA are stable and epidemiologically significant.


Question: Context: The tight junctions (TJs) are essential for maintenance of the intestinal mucosal barrier integrity. Results of our recent work show that dietary l-glutamine (Gln) supplementation enhances the protein abundance of TJ proteins in the small intestine of piglets. However, the underlying mechanisms remain largely unknown.', 'This study was conducted to test the hypothesis that Gln regulates TJ integrity through calcium/calmodulin-dependent kinase 2 (CaMKK2)-AMP-activated protein kinase (AMPK) signaling which, in turn, contributes to improved intestinal mucosal barrier function.', 'Jejunal enterocytes isolated from a newborn pig were cultured in the presence of 0-2.0 mmol Gln/L for indicated time points. Cell proliferation, monolayer transepithelial electrical resistance (TEER), paracellular permeability, expression and distribution of TJ proteins, and phosphorylated AMPK were determined.', 'Compared with 0 mmol Gln/L, 2.0 mmol Gln/L enhanced (P < 0.05) cell growth (by 31.9% at 48 h and 11.1% at 60 h). Cells treated with 2 mmol Gln/L increased TEER by 32.2% at 60 h, and decreased (P < 0.05) TJ permeability by 20.3-40.0% at 36-60 h. In addition, 2.0 mmol Gln/L increased (P < 0.05) the abundance of transmembrane proteins, such as occludin, claudin-4, junction adhesion molecule (JAM)-A, and the plaque proteins zonula occludens (ZO)-1, ZO-2, and ZO-3 by 1.8-6 times. In contrast, 0.5 mmol Gln/L had a moderate effect on TJ protein abundance (20.2-70.5%; P < 0.05) of occludin, claudin-3, claudin-4, JAM-A, and ZO-1. 2.0 mmol Gln/L treatment led to a greater distribution of claudin-1, claudin-4, and ZO-1 at plasma membranes compared with 0 mmol Gln/L. This effect of Gln was mediated by the activation of CaMKK2-AMPK signaling, because either depletion of calcium from the medium or the presence of an inhibitor of CaMKK2 abrogated the effect of Gln on epithelial integrity.\Question: Does l-Glutamine enhance Tight Junction Integrity by Activating CaMK Kinase 2-AMP-Activated Protein Kinase Signaling in Intestinal Porcine Epithelial Cells?

Answer:
Our findings indicate that activation of CaMKK2-AMPK signaling by Gln is associated with improved intestinal mucosal barrier function through enhancing the abundance of TJ proteins and altering their intracellular localization in intestinal porcine epithelial cells.