Background. Malignant pleural mesothelioma (MPM) is a rare and aggressive malignancy that most commonly affects the pleural lining of the lungs. MPM has a strong association with asbestos being at least 80% of cases caused by exposure to its biopersistent fibers. Individuals with a chronic exposure to asbestos might refer a 20-40-year latency with no or few symptoms. Such has been the case of Piedmont and Lombardy regions of Italy where industrial production of materials laden with asbestos, mainly cements, has created a large epidemic. Since 2018 in Pavia San Matteo hospital, a multidisciplinary team has been collecting data on over 100 patients with MPM. The main goal of this project is to define and describe an integrated profile for each MPM case at diagnosis by using data mining and partition analysis. Methods. Here we bring together exhaustive epidemiologic, histologic, radiologic data of 88 MPM patients that came to our observation to draw correlations with predictive and prognostic significance. Results. Overall, the median survival (OS) was of 15.6 months. Most patients presented with pleural effusion, irrespective of disease stage. Quite unexpectedly, no statistically significant association had been demonstrated between OS and TNM disease stage at diagnosis. Although average OS is similar in male and female patients, partition analysis of data underlined a significant differential hierarchy of predictor categories based on patient gender. In never smoker female patients, full chemotherapeutic regimens are associated to better outcomes. Moreover, within respect to second line treatments, vinorelbine emerged as the most advantageous choice but only in females, whereas in the male subgroup no statistically significant differences resulted between gemcitabine and vinorelbine. Conclusions. Multidisciplinary approach to MPM is thus mandatory to define better therapeutic approaches, personalize the management and improve patient outcomes.