Artificial nose, NIR and UV-visible spectroscopy for the characterisation of the PDO Chianti Classico olive oil.

An authentication study of the Italian PDO (Protected Designation of Origin) olive oil Chianti Classico, based on artificial nose, near-infrared and UV-visible spectroscopy, with a set of samples representative of the whole Chianti Classico production area and a considerable number of samples from other Italian PDO regions was performed. The signals provided by the three analytical techniques were used both individually and jointly, after fusion of the respective variables, in order to build a model for the Chianti Classico PDO olive oil. Different signal pre-treatments were performed in order to investigate their importance and their effects in enhancing and extracting information from experimental data, correcting backgrounds or removing baseline variations. Stepwise-Linear Discriminant Analysis (STEP-LDA) was used as a feature selection technique and, afterward, Linear Discriminant Analysis (LDA) and the class-modelling technique Quadratic Discriminant Analysis-UNEQual dispersed classes (QDA-UNEQ) were applied to sub-sets of selected variables, in order to obtain efficient models capable of characterising the extra virgin olive oils produced in the Chianti Classico PDO area.

A population-based study of the epidemiology and clinical features of adults with acute myeloid leukemia in Algeria: report on behalf of the Algerian Acute Leukemia Study Group.

BACKGROUND AND OBJECTIVES: In Algeria, the incidence of hematologic malignancies has been difficult to estimate for many years. Today, many hematological centers, including 14 university hospitals, have been developed in the entire north and have useful epidemiological data pertinent to acute myeloid leukemia (AML). We studied the incidence of AML and its subtypes, age distribution, geographic distribution and trends in the rate of diagnosis over the last 5 years in Algeria. Secondary goals were to study trends of referral of AML cases from various regions to specific centers to assess the needs for health infrastructure and change of current practices. DESIGN AND SETTING: Retrospective analysis of nationwide survey of all adult cases of AML (>16 years) diagnosed between 1 January 2006 and 31 December 2010. PATIENTS AND METHODS: A survey form was distributed to all departments of hematology at the 15 participating centers. RESULTS: The 1426 cases of AML diagnosed during the study period represented an annual incidence of 0.91/100000 persons with a male to female (M/F) ratio of 1:16 and a median age of 45 years (range, 16-82 years). Nationally, 20% of cases AML were diagnosed in the whole western region of the country, 47% in the central and 33% in the east. There was a trend of continuous increase in the rate with age and in the rate of diagnosis over the last 5 years. The most common subtype was M2, followed by M4 and M5. CONCLUSION: An overall increase in the number of AML patients diagnosed nationwide over the last five years indicates a need for additional health care resources including curative and therapy-intense strategies, such as stem cell transplant facilities to optimize outcome. The relatively younger age of patients compared to the Western countries may be due to the demographic composition of our population.