From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea

In this paper we model spatio-temporal data describing the fishing activities in the Northern Adriatic Sea over four years. We build, implement and analyze a database based on the fusion of two complementary data sources: trajectories from fishing vessels (obtained from terrestrial Automatic Identification System, or AIS, data feed) and fish catch reports (i.e., the quantity and type of fish caught) of the main fishing market of the area. We present all the phases of the database creation, starting from the raw data and proceeding through data exploration, data cleaning, trajectory reconstruction and semantic enrichment. We implement the database by using MobilityDB, an open source geospatial trajectory data management and analysis platform. Subsequently, we perform various analyses on the resulting spatio-temporal database, with the goal of mapping the fishing activities on some key species, highlighting all the interesting information and inferring new knowledge that will be useful for fishery management. Furthermore, we investigate the use of machine learning methods for predicting the Catch Per Unit Effort (CPUE), an indicator of the fishing resources exploitation in order to drive specific policy design. A variety of prediction methods, taking as input the data in the database and environmental factors such as sea temperature, waves height and Clorophill-a, are put at work in order to assess their prediction ability in this field. To the best of our knowledge, our work represents the first attempt to integrate fishing ships trajectories derived from AIS data, environmental data and catch data for spatio-temporal prediction of CPUE – a challenging task

PPAR alpha L162V underlies variation in serum triglycerides and subcutaneous fat volume in young males

Background: Of the five sub-phenotypes defining metabolic syndrome, all are known to have strong genetic components ( typically 50 - 80% of population variation). Studies defining genetic predispositions have typically focused on older populations with metabolic syndrome and/or type 2 diabetes. We hypothesized that the study of younger populations would mitigate many confounding variables, and allow us to better define genetic predisposition loci for metabolic syndrome. Methods: We studied 610 young adult volunteers ( average age 24 yrs) for metabolic syndrome markers, and volumetric MRI of upper arm muscle, bone, and fat pre- and post-unilateral resistance training. Results: We found the PPARa L162V polymorphism to be a strong determinant of serum triglyceride levels in young White males, where carriers of the V allele showed 78% increase in triglycerides relative to L homozygotes ( LL = 116 +/- 11 mg/ dL, LV = 208 +/- 30 mg/ dL; p = 0.004). Men with the V allele showed lower HDL ( LL = 42 +/- 1 mg/ dL, LV = 34 +/- 2 mg/ dL; p = 0.001), but women did not. Subcutaneous fat volume was higher in males carrying the V allele, however, exercise training increased fat volume of the untrained arm in V carriers, while LL genotypes significantly decreased in fat volume ( LL = - 1,707 +/- 21 mm(3), LV = 17,617 +/- 58 mm(3); p = 0.002), indicating a systemic effect of the V allele on adiposity after unilateral training. Our study suggests that the primary effect of PPARa L162V is on serum triglycerides, with downstream effects on adiposity and response to training. Conclusion: Our results on association of PPARa and triglycerides in males showed a much larger effect of the V allele than previously reported in older and less healthy populations. Specifically, we showed the V allele to increase triglycerides by 78% ( p = 0.004), and this single polymorphism accounted for 3.8% of all variation in serum triglycerides in males ( p = 0.0037)

PPARα L162V underlies variation in serum triglycerides and subcutaneous fat volume in young males

<p>Abstract</p> <p>Background</p> <p>Of the five sub-phenotypes defining metabolic syndrome, all are known to have strong genetic components (typically 50–80% of population variation). Studies defining genetic predispositions have typically focused on older populations with metabolic syndrome and/or type 2 diabetes. We hypothesized that the study of younger populations would mitigate many confounding variables, and allow us to better define genetic predisposition loci for metabolic syndrome.</p> <p>Methods</p> <p>We studied 610 young adult volunteers (average age 24 yrs) for metabolic syndrome markers, and volumetric MRI of upper arm muscle, bone, and fat pre- and post-unilateral resistance training.</p> <p>Results</p> <p>We found the PPARα L162V polymorphism to be a strong determinant of serum triglyceride levels in young White males, where carriers of the V allele showed 78% increase in triglycerides relative to L homozygotes (LL = 116 ± 11 mg/dL, LV = 208 ± 30 mg/dL; p = 0.004). Men with the V allele showed lower HDL (LL = 42 ± 1 mg/dL, LV = 34 ± 2 mg/dL; p = 0.001), but women did not. Subcutaneous fat volume was higher in males carrying the V allele, however, exercise training increased fat volume of the untrained arm in V carriers, while LL genotypes significantly decreased in fat volume (LL = -1,707 ± 21 mm³, LV = 17,617 ± 58 mm³; p = 0.002), indicating a systemic effect of the V allele on adiposity after unilateral training. Our study suggests that the primary effect of PPARα L162V is on serum triglycerides, with downstream effects on adiposity and response to training.</p> <p>Conclusion</p> <p>Our results on association of PPARα and triglycerides in males showed a much larger effect of the V allele than previously reported in older and less healthy populations. Specifically, we showed the V allele to increase triglycerides by 78% (p = 0.004), and this single polymorphism accounted for 3.8% of all variation in serum triglycerides in males (p = 0.0037).</p

Nuove prospettive sulla tradizione della "Commedia". Una guida filologico-linguistica al poema dantesco

Il vol. che raccoglie i risultati di un lungo lavoro di equipe su vari aspetti della tradizione dantesca e presenta anche ipotesi fortemente innovative sulla prima diffusione e sulla costituzione del testo della “Commedia”

Effect of 2-methyltaurine and its enantiomers on arterial blood pressure

Taurine has been shown to exert many biological effects. Among them, the ability of this amino acid to induce a reduction of arterial blood pressure, when administered intracerebroventricularly (i.c.v.) to mammals, has been established since a long time ago. To gain further information on the structure-activity requirements for taurine´s hypotensive effect, the synthesis of 2-methyltaurine (2-aminopropanesulphonic acid) and the asymmetric synthesis of its enantiomers were performed; the enantiomeric purity of (R)- and (S)-2-methyltaurine was assayed by differential scanning calorimetry (DSC) and HPLC, The findings here reported show that the hypotensive effect elicited by the i.c.v, administration of racemate is mainly due to the (S)-enantiomer. The specificity of this effect was proved by the ability of the taurine antagonist TAG (6-aminomethyl-4H-3-methyl-1,2,4-benzothiadiazine 1,1-dioxide) to prevent it