Capire il territorio: paesaggio, agricoltura e tutela ambientale in penisola sorrentina.

Abstract. The Lattari mountains and the territory of the Sorrento-Amalfi peninsula constitute a very steep mountain structure with a high hydrogeological risk. This physical structure was determinant for the genesis of the climate and the development of biotopes. In a similar way, it has conditioned the development of the human community by the affirmation of autarchic economies and a very varied and rich agriculture. Unfortunately, in recent times, the abandonment of niche agricultural practices risks not only causing the loss of a traditional economy but also damaging the landscape and geological stability. Only new policies for the protection of ancient crops will be able to guarantee a balanced and sustainable future for the peninsula

Explainability and Interpretability Concepts for Edge AI Systems

The increased complexity of artificial intelligence (AI), machine learning (ML) and deep learning (DL) methods, models, and training data to satisfy industrial application needs has emphasised the need for AI model providing explainability and interpretability. Model Explainability aims to communicate the reasoning of AI/ML/DL technology to end users, while model interpretability focuses on in-powering model transparency so that users will understand precisely why and how a model generates its results. Edge AI, which combines AI, Internet of Things (IoT) and edge com puting to enable real-time collection, processing, analytics, and decision making, introduces new challenges to acheiving explainable and interpretable methods. This is due to the compromises among performance, constrained resources, model complexity, power consumption, and the lack of benchmarking and standardisation in edge environments. This chapter presents the state of play of AI explainability and interpretability methods and techniques, discussing different benchmarking approaches and highlighting the state-of-the-art development directions.publishedVersio

a smartwatch step counter for slow and intermittent ambulation

The ambulatory monitoring of human movement can provide valuable information regarding the degree of functional ability and general level of activity of individuals. Since walking is a basic everyday movement, automatic step detection or step counting is very important in developing ambulatory monitoring systems. This paper is concerned with the development and the preliminary validation of a step counter (SC) designed to operate also in conditions of slow and intermittent ambulation. The SC was based on processing the accelerometer data measured by a Gear 2 smartwatch running a custom wearable app, named ADAM. A data set of eight users, for a total of 80 trials, was used to tune ADAM. Finally, ADAM was compared with two different commercial SCs: the native SC running on the Gear 2 smart watch and a waist-worn SC, the Geonaute ONSTEP 400. A second data set of eight additional users for a total of 80 trials was used for the assessment study. The three SCs performed quite similarly in conditions of normal walking over long paths (1%–3% of mean absolute relative error); ADAM outperformed the two other SCs in conditions of slow and intermittent ambulation; the error incurred by ADAM was limited to 5%, which is significantly lower than errors of 20%–30% incurred by the two other SCs

A preliminary study on the relationship between central auditory processing and childhood primary headaches in the intercritical phase

Recently, an increasing number of articles have appeared on central auditory processing disorders, but in the literature there is only one study that evaluated the possible correlation between migraine in the critical phase and central auditory processing. The aim of our study was to assess the correlation between auditory processing information and childhood primary headaches in the intercritical phase

Mechanisms of Inflammation in Neutrophil-Mediated Skin Diseases

Neutrophil-mediated skin diseases, originally named neutrophilic dermatoses (NDs), are a group of conditions due to an altered neutrophil recruitment and activation, characterized by polymorphic cutaneous manifestations with possible internal organ involvement. Although a number of diseases are included in this setting, the two prototypic forms are pyoderma gangrenosum (PG) and Sweet's syndrome (SS) which usually present with skin ulcers and plaque-type lesions, respectively. They have central features significantly overlapping with autoinflammatory conditions which manifest as repeated episodes of tissue inflammation. However, in contrast to appropriate inflammatory responses to insults or to autoimmune disease, there is an absence of identifiable pathogens, autoantibodies, or autoreactive lymphocytes. The recognition of monogenic autoinflammatory diseases which can present with NDs has led to study several genes involved in autoinflammation in NDs. Based on discovering of a number of mutations involving different autoinflammatory genes, neutrophil-mediated skin diseases are nowadays regarded as a spectrum of polygenic autoinflammatory conditions. Although disease mechanisms have not yet been completely elucidated, NDs are recognized as diseases involving dysfunctional cellular signaling mediated by pathways mainly related to inflammasome and IL-1 with the contributory role of IL-17 and other effector molecules. The precise elucidation of the above-mentioned pathologic mechanisms may pave the way to tailored treatments for patients with different neutrophil-mediated skin diseases

Use of Pt/CexZr1-xAl2O3 as Advanced Catalyst for Hydrogen Peroxide Thrusters

The capability of different Pt/Ce0.6Zr0.4/Al2O3 catalytic systems of effectively decomposing H2O2 has been studied in view of their application to monopropellant thrusters. BET surface area measurements, X-Ray Diffractometry (XRD) and Scanning Electron Microscopy (SEM) have been used together with catalytic tests in order to evaluate the advantages of using CeO2-ZrO2 mixed oxide solid solution as an alternative to current three ways catalysts (TWCs). From the assessment of alternative solutions, a Pt/Ce0.6Zr0.4/Al2O3 catalyst suitable to effectively decompose H2O2 has been identified. SEM-EDX analyses ruled out the occurrence of phase segregation and selective deposition of Pt on Zr during the catalyst preparation. No changes in the crystalline arrangement of the catalyst samples after H2O2 decomposition have been detected by XRD measurements, except for a slight crystallization or grain size growth as a consequence of the high temperatures experienced during the reaction...

Post-surgical Thyroid Bed Pyoderma Gangrenosum Mimicking Recurrent Papillary Thyroid Carcinoma

Background: Pyoderma gangrenosum (PG) is a rare inflammatory disease presenting with chronic-recurrent cutaneous ulcers histopathologically hallmarked by neutrophilic infiltrates, which may occur more frequently at sites of surgical traumas. The disease is habitually limited to the skin, but it can virtually involve any organ. Nevertheless, no prior cases of PG involving the thyroid bed have ever been reported.Case Report: A bilateral PG of the breast was diagnosed in a 51-year-old woman and treated with intravenous methylprednisolone pulse-therapy and cyclosporine, with partial improvement. During the hospitalization, cytological examination of two hypoechoic thyroid nodules by fine-needle aspiration (FNA) was consistent with thyroid carcinoma. After total thyroidectomy, histopathology confirmed a papillary thyroid cancer (PTC), and radioactive iodine ablation was performed. At 12-month ultrasonographic follow-up, two hypoechoic avascular areas localized in the empty thyroid bed raised the suspect of PTC recurrence. However, (i) undetectable levels of thyroglobulin without anti-thyroglobulin antibodies, (ii) neutrophilia and increased inflammatory marker levels, and (iii) cytological examination of FNA showing numerous neutrophils induced to suspect thyroid bed PG infiltration. An ex juvantibus approach with high-dose methylprednisolone led to dimensional reduction of the hypoechoic areas on ultrasonography, thus confirming the hypothesis of thyroid bed PG.Conclusion: This case of thyroid bed PG supports the idea that PG reflects a cutaneous phenotype encompassed in the spectrum of systemic neutrophilic diseases. Endocrinologists should be aware that thyroid bed PG involvement is an albeit rare differential diagnosis to consider in patients who had undergone thyroid surgery, especially with a history of PG

42 correction of scid x1 by targeted genome editing of hematopoietic stem progenitor cells hspc in the mouse model

Targeted genome editing by engineered nucleases has brought the goal of gene correction within the reach of gene therapy. A candidate disease for HSPC gene correction is SCID-X1, because gene therapy trials with integrating vectors showed robust clinical efficacy even from few corrected cells but also the occurrence of leukemias due to insertional mutagenesis and unregulated transgene expression. To model SCID-X1 gene correction in preclinical studies, we developed a mouse model carrying the IL2RG human gene harboring a common disease-causing mutation in place of the murine Il2rg, allowing to use of the same reagents developed for gene correction of human cells. These mice have impaired lymphoid development which phenocopies that reported for Il2rg-/- mice. To assess the minimal level of corrected HSPC required to achieve immune reconstitution we performed competitive transplants with wild-type (WT) and Il2rg-/- HSPC and found that 1% of WT cells are sufficient to reconstitute in part the T and B cell compartments. We then tested gene correction of the murine Lin- HSPC by the delivery of donor DNA template by IDLVs followed by transfection of ZFN mRNAs. This protocol yielded high on-target nuclease activity (40%) and a mean of 6% transgene integration by HDR but also high cytotoxicity (65% cell loss) under the conditions we used. The surviving cells remained capable of expansion in culture and maintained their clonogenic potential. Importantly, upon transplant into lethally irradiated mice, only the gene corrected cells were able to generate lymphoid lineages (B and T cells), showing a clear selective advantage over the un-corrected SCID cells. These data indicate functional correction of the defective IL2RG gene by targeted editing. Furthermore, upon challenging the mice with a murine pathogen we observed viral-specific γIFN production by CD8+ gene corrected cells, proving their in vivo functionality. Yet, measuring the percentage of edited cells (either by NHEJ or HDR) within the HSC compartment long-term, we found that it was nearly undetectable. Despite the lack of HSC marking, gene corrected lymphoid cells persisted in the mice up to 7 months post transplantation within all the hematopoietic organs, indicating successful editing of at least 1% progenitors able to sustain long-term lymphopoiesis and partially correct the disease phenotype. We then developed a new protocol exploiting CRISPR/Cas9 technology that enabled to achieve substantial levels of targeted DNA repair by NHEJ (up to 70%) and HDR (up to 25%) with minimal cytotoxicity and provided stable engraftment of the edited cells in transplanted mice. By this strategy we are now assessing the impact of HSC vs. progenitor targeted editing and conditioning regimen for the extent and stability of disease correction. These studies will help establish the key factors underlying safe and effective rescue of the disease by HSPC gene editing and assist in the design of the protocol for its first clinical testing