Using simulation modeling to demonstrate the performance of graph theory metrics and connectivity algorithms.

Models and metrics to measure ecological connectivity are now well-developed and widely used in research and applications to mitigate the ecological impacts of climate change and anthropogenic habitat loss. Despite the prevalent application of connectivity models, however, relatively little is known about the performance of these methods in predicting functional connectivity patterns and organism movement. Our goal in this paper was to compare different connectivity models in their abilities to predict a wide range of simulated animal movement patterns. We used the Pathwalker software to evaluate the performance of several connectivity model predictions based on graph theory, resistant kernels, and factorial least-cost paths. In addition, we assessed the efficacy of synoptic and patch-based approaches to defining source points for analysis. In total, we produced 28 different simulations of animal movement. As we expected, we found that the choice of connectivity model used was the variable that most influenced prediction accuracy. Moreover, we found that the resistant kernels approach consistently provided the strongest correlations to the simulated underlying movement processes. The results also suggested that the agent-based simulation approach itself can often be the best analytical framework to map functional connectivity for ecological research and conservation applications, given its biological realism and flexibility to implement combinations of movement mechanism, dispersal threshold, directional bias, destination bias and spatial composition of source locations for analysis. In doing so, we provide novel insights to guide future functional connectivity analyses. In future research, we could use the same model for several different species groups and see how this reliability depends on the species analyzed. This could bring to light other elements that play an essential role in predicting connectivity.

Implementation of multispecies ecological networks at the regional scale: analysis and multi-temporal assessment.

Today, major landscape changes affect ecological connectivity exerting adverse effects on ecosystems. Connectivity is a critical element of landscape structure and supports ecosystem functionality. Landscape connectivity can be efficiently increased in landscape ecology by building ecological networks (EN) through models mimicking the interaction between animal and vegetal species and their environment. ENs are important in sustainable landscape planning, where they need to be studied both by applying landscape metrics and by performing multi-temporal analyses. This paper presents theoretical and practical evidence of an analysis of a multispecies ecological network in Calabria (Italy) and its changes over three decades. Landscape connectivity was modeled basing on 66 focal faunal species' requirements. Human disturbance (HD) was defined and assessed according to distance from different disturbance sources. This allowed for the definition of overall habitat quality (oHQ). Landscape permeability to the animal movement was focused as the main concept to measure landscape fragmentation. Landscape graph theory was applied to perform a spatial comparison of the ENs robustness. Many binary and probabilistic indices and landscape morphological spatial pattern analysis (MSPA) were used in this perspective. We obtained a set of ecological networks, including nodes, patches (i.e., habitat patches), linkages, and corridors, all intertwined in one giant component. The multi-temporal analysis showed many indices' stationary values, while MSPA yielded an increase of habitat quality and habitat patches in core areas. This methodological approach allowed for assessing the regional EN's robustness in the time-span considered, thus providing a reliable tool for landscape planners and communities.

COLLABORADI: a rule-based diagnostic imaging prescription system to help the general practitioner to choose the most appropriate radiological imaging procedures.

Significant advances in medical imaging have been made in the past decades, enabling physicians to reach high precision in diagnosing patients' diseases by means of sophisticated imaging tools. However, the use of sophisticated tools is limited by the high costs and, in some cases, by the utilization of ionizing radiation, which have both great impact on the economy of a nation and on citizens' health, respectively. Guidelines have been published among countries to provide physicians with structured rules to be followed to suggest the correct imaging technique, suiting better the diagnostic question and avoiding inappropriate imaging requests. The COLLABORADI is a research project that addressed the phenomenon of inappropriate imaging prescriptions in Sicily (Italy) and proposed the design and implementation of a clinical decision support system to help physicians to set up the most appropriate diagnostic route for their patients. The aim of this paper is to describe the characteristics of the COLLABORADI software and its potential impact in diminishing inappropriate imaging.

Retrospective analysis of management of ingested foreign bodies and food impactions in emergency endoscopic setting in adults.

BACKGROUND: Ingestion of foreign bodies and food impaction represent the second most common endoscopic emergency after bleeding. The aim of this paper is to report the management and the outcomes in 67 patients admitted for suspected ingestion of foreign body between December 2012 and December 2014. METHODS: This retrospective study was conducted at Palermo University Hospitals, Italy, over a 2-year period. We reviewed patients' database (age, sex, type of foreign body and its anatomical location, treatments, and outcomes as complications, success rates, and mortalities). RESULTS: Foreign bodies were found in all of our 67 patients. Almost all were found in the stomach and lower esophagus (77 %). The types of foreign body were very different, but they were chiefly meat boluses, fishbones or cartilages, button battery and dental prostheses. In all patients it was possible to endoscopically remove the foreign body. Complications related to the endoscopic procedure were unfrequent (about 7 %) and have been treated conservatively. 5.9 % of patients had previous esophageal or laryngeal surgery, and 8.9 % had an underlying esophageal disease, such as a narrowing, dismotility or achalasia. CONCLUSION: Our experience with foreign bodies and food impaction emphasizes the importance of endoscopic approach and removal, simple and secure when performed by experienced hands and under conscious sedation in most cases. High success rates, lower incidence of minor complications, reduction of the need of surgery and reduced hospitalization time are the strengths of the endoscopic approach.

Heat shock protein 60 levels in tissue and circulating exosomes in human large bowel cancer before and after ablative surgery.

BACKGROUND: Heat shock protein 60 (Hsp60) is a chaperonin involved in tumorigenesis, but its participation in tumor development and progression is not well understood and its value as a tumor biomarker has not been fully elucidated. In the current study, the authors presented evidence supporting the theory that Hsp60 has potential as a biomarker as well as a therapeutic target in patients with large bowel cancer. METHODS: The authors studied a population of 97 subjects, including patients and controls. Immunomorphology, Western blot analysis, and quantitative real-time polymerase chain reaction were performed on tissue specimens. Exosomes were isolated from blood and characterized by electron microscopy, biochemical tests, and Western blot analysis. RESULTS: Hsp60 was found to be increased in cancerous tissue, in which it was localized in the tumor cell plasma membrane, and in the interstitium associated with cells of the immune system, in which it was associated with exosomes liberated by tumor cells and, as such, circulated in the blood. An interesting finding was that these parameters returned to normal shortly after tumor removal. CONCLUSIONS: The data from the current study suggested that Hsp60 is a good candidate for theranostics applied to patients with large bowel carcinoma and encourage similar research among patients with other tumors in which Hsp60 has been implicated.

A case of splenic rupture: a rare event after laparoscopic cholecystectomy.

BACKGROUND: Laparoscopic cholecystectomy (LC) is generally safe and well-accepted. In rare cases, it is associated with complications (intra- e postoperative bleeding, visceral injury and surgical site infection). Splenic lesion has been reported only after direct trauma. We report an unusual case of splenic rupture presenting after "uncomplicated" LC. CASE PRESENTATION: A 77-year-old woman presented with distended abdomen, tenderness in the left upper quadrant and severe anemia 12 hours after LC. Clinical examination revealed hypovolemic shock. Abdominal computed tomography confirmed the diagnosis of splenic rupture, and the patient required an urgent splenectomy through midline incision. The post-operative course was uneventful and the patient was discharged on 7th postoperative day.Splenic injury rarely complicates LC. We postulate that congenital or post-traumatic adhesions of the parietal peritoneum to the spleen may have been stretched from the splenic capsule during pneumoperitoneum establishment, resulting in subcapsular hematoma and subsequent delayed rupture. CONCLUSIONS: Splenic rupture is an unusual but life-threatening complication of LC. Direct visualization of the spleen at the end of LC might be a useful procedure to aid early recognition and management in such cases.

Environmental effectiveness of swine sewage management: a multicriteria AHP-based model for a reliable quick assessment.

Environmental issues related to swine production are still a major concern for the general public and represent a key challenge for the swine industry. The environmental impact of higher livestock concentration is particularly significant where it coincides with weaker policy standards and poor manure management. Effective tools for environmental monitoring of the swine sewage management process become essential for verifying the environmental compatibility of farming facilities and for defining suitable policies aimed at increasing swine production sustainability. This research aims at the development and application of a model for a quick assessment of the environmental effectiveness of the pig farming sewage management process. In order to define the model, multicriteria techniques, and in particular, Saaty's analytic hierarchy process, were used to develop an iterative process in which the various key factors influencing the process under investigation were analyzed. The model, named EASE (Environmental Assessment of Sewages management Effectiveness), was optimized and applied to the Lake Trasimeno basin (Umbria, Italy), an area of high natural, environmental and aesthetic value. In this context, inadequate disposal of pig sewage represents a potential source of very considerable pollution. The results have demonstrated how the multicriteria model can represent a very effective and adaptable tool also in those decision-making processes aimed at the sustainable management of livestock production.

Sub-Hz Closed-Loop Electro-Optomechanical Oscillator with Gallium Phosphide Photonic Crystal Integrated on SoI Circuitry.

We report on a new approach of a low phase noise electro-optomechanical oscillator directly working in the GHz frequency range. The developed nanoscale oscillator is a one-dimensional photonic crystal made of gallium phosphide (GaP), heterogeneously integrated on silicon-on-insulator circuitry. Based on the strong interaction between the optical mode at the telecommunication wavelength and the mechanical mode in GHz, ultra-pure mechanical oscillations are enabled and directly imprinted on an optical carrier. Further stabilization is achieved with a delayed optoelectronic feedback loop using integrated electro-mechanical self-injection. We achieve a short-term stability of 0.7 Hz linewidth and a long-term stability with an Allan deviation below 10-7 Hz/Hz at 10 s averaging time, which represents an important step toward fully integrated optomechanical oscillators. Integrability and the low phase noise of this oscillator address some of the most important needs of optoelectronic oscillators and pave the way toward on-chip integrated microwave oscillators for microwave applications such as RADARs.

Bile leaks after videolaparoscopic cholecystectomy: duct of Luschka. Endoscopic treatment in a single centre and brief literature review on current management.

BACKGROUND: Laparoscopic cholecystectomy (LC) for gallstone disease is the most common surgical procedures performed in Western countries and bile leaks remain a significant cause of morbidity (0.2-2%). The bile ducts of Luschka (DL)are small ducts which originate from the right hepatic lobe, course along the gallbladder bed, and usually drain in the extrahepatic bile ducts. Injuries to these ducts are the second most frequent cause of bile leaks after cholecystectomy. Aim of our study is build a literature review starting from our experience. PERSONAL EXPERIENCE: Forty four patients with abdominal bile collections post-cholecystectomy by suspected bile leak under-went endoscopic retrograde cholagio-pancreatography (ERCP). A complete cholangiogram was obtained in 42 patients(95.5%). In according to the magnitude of bile leak daily, we subdivided the patients in two groups: a) < 180 ml/daily,and b) > 180 ml/daily. The most common site of the leak was the cystic duct stump (94.5%), followed by DL (2 patient = 5.5%). 10 Fr stent insertion after endoscopic sphincterotomy (ES) was the most common intervention. In 6 patients (14%) a 7 Fr naso-biliary drainage was inserted. On an intention-to-treat basis, endoscopic intervention at ERCP had 100% success rate for resolution of the leak. The median time for resolution of the leak was 8 and 12 days in the first and second group respectively. No mortality ERCP-related were recorded. Early minor complications occurred in 7/42 (16.5%) patients. METHODS: A literature search using MEDLINE's Medical Subject Heading terms was used to identify recent articles.Cross-references from these articles were also used. RESULTS: ERCP is the most common diagnostic and therapeutic method used in bile leaks post-cholecystectomy. Most patients with DL leaks are symptomatic, and most leaks are detected postoperatively during the first postoperative week. Reduction of intra-ductal pressure with ES and stent or naso-biliary tube insertion will lead to preferential flow of bile through the papilla, thus permitting DL injuries to heal. This is the most common treatment modality used. In a minority of patients,re-laparoscopy is performed. In such cases, the leaking DL is visualized directly and ligation usually is sufficient treatment.Simple drainage is adequate treatment for a small number of asymptomatic patients with low-volume leaks. CONCLUSIONS: DL leaks occur after cholecystectomy regardless of gallbladder pathology or urgency of operation. They have been encountered more frequently in the era of LC Intraoperative cholangiography does not detect all such leaks. ERCP with ES and stent placement are the most common effective diagnostic and therapeutic methods used. Intraoperative and perioperative adjunctive measures, such as fibrin glue instillation and pharmacologic relaxation of the sphincter of Oddi,can potentially be used in lowering the incidence and in the treatment of DL leaks.

Pleural fluid collections and ultrasound guided percutaneous drainage.

INTRODUCTION: The presence of fluid collection in the pleural cavity is a frequent clinical problem that requires drainage for diagnostic and therapeutic purposes. Aim of our study is the retrospective evaluation of our experience in diagnostic and therapeutic thoracic drainage, to stress the cause of failure and to emphasise the cost-effectiveness of the technique. MATERIALS AND METHODS: From January 1995 to May 2009, 564 therapeutic and diagnostic ultrasound (US) guided percutaneous drainages of pleural fluid collection were performed in 412 patients. RESULTS: The macroscopic, biochemical, cytological and microbiological examination of the drained fluid diagnosed the presence of 80 (19.4%) transudates, 101 (24.5%) non neoplastic exudates, 55 (13.4%) neoplastic exudates, 152 (36.9%) empyema and 24 (5.8%) haemothorax. There were no major complications. Minor complications were present in 23/564 cases (4.0%). CONCLUSIONS: The US guided puncture of the pleural fluid collection allows a high rate of success (in correct detection and drainage of chronic pleural effusions), reduces the rate of complications and is well accepted by patients.

Cholangitis prevention in endoscopic Klatskin tumor palliation: air cholangiography technique.

INTRODUCTION: Endoscopic biliary drainage is the treatment of choice for inoperable hilar cholangiocarcinoma (so-called Klatskin tumor). Cholangitis is the main complication post-endoscopic retrograde cholangiopancreatography (ERCP) in Klatskin patients, specially when medium contrast is injected into biliary tree that could not be subsequently drained. Bacterial cholangitis is the principal cause of mortality in these patients. The aim of this study is to analyze cholangitis rate resulting from the use of air versus iodine contrast to obtain cholangiography during ERCP. METHODS: In 9 years, 188 inoperable Klatskin patients were recruited and divided into two groups: iodine (A) or air (B) contrast cholangiography, respectively. We used air or iodine contrast to obtain cholangiography before hilar stricture stenting. We retrospectively compared these data in both groups. RESULTS: The group B had a significant lower rate of cholangitis than group A in Bismuth type II (p < 0.05), in Bismuth type III (p < 0.05), and in the Bismuth type IV population (p < 0.05). CONCLUSION: The air contrast cholangiography is a safe and effective method, and it appears justified as a routine procedure to prevent or reduce the risk of post-ERCP cholangitis, specially in Klatskin patients (p < 0.005).

[Role of intragastric air filled ballon (Heliosphere Bag) in severe obesity. Personal experience]. / Ruolo del palloncino intragastrico riempito ad aria (Heliosphere Bag) nel trattamento dell'obesità grave. Esperienza personale.

INTRODUCTION: Obesity leads to serious health consequences, therefore many strategies are recommended for preventing or curing this emerging problem. Treatments are various: diet, physical activity, psychotherapy, drugs and bariatric surgery. In order to try to improve the tolerance of intragastric balloons, a new device inflated with air to improve weight loss was developed in 2004 (Heliosphere BAG). We report our personal experience about this tool. MATERIAL AND METHODS: Between January 2005 and December 2007, in our unit, 50 intragastric air filled insertion were performed under analgosedation and endoscopic control. The balloon was removed (24 hours) in two patients (4%) for acute intolerance. In other 2 patients (4%) the balloon was easily removed after 5 months because of premature desuflation, radiologically confirmed. The remnant 46 balloons were removed after six months. We evaluated efficacy, tolerance and the safety of this procedure. RESULTS: Forty one women and 9 men, with a mean age of 38.1 years (range 18-62), mean basal BMI of 39.8 (range 28-64) were included, after providing informed consent. Weight and BMI loss were evaluated on all patients. BMI decreased 5.9%, weight loss was 16.8 kg. Tolerance was very good, limited only to some dispeptic symptoms during the first 2 days after insertion. No serious technical problems were noted at balloon insertion. Balloon removal was very simple after correct desuflation after the conclusion of learning curve (10 procedures). DISCUSSION: The aim to treat obesity before bariatric surgery is based on reduction of bariatric surgical risks, general surgical risks and the prevalence of cardiovascular diseases, diabetes, musculoskeletal disorders and some cancers. CONCLUSIONS: The intragastric air filled balloon showed an acceptable profile of efficacy, good tolerance and improvement of comorbidities after 6 months.

Secondary aortoduodenal fistula.

Aorto-duodenal fistulae (ADF) are the most frequent aorto-enteric fistulae (80%), presenting with upper gastrointestinal bleeding. We report the first case of a man with a secondary aorto-duodenal fistula presenting with a history of persistent occlusive syndrome. A 59-year old man who underwent an aortic-bi-femoral bypass 5 years ago, presented with dyspepsia and biliary vomiting. Computed tomography scan showed in the third duodenal segment the presence of inflammatory tissue with air bubbles between the duodenum and prosthesis, adherent to the duodenum. The patient was submitted to surgery, during which the prosthesis was detached from the duodenum, the intestine failed to close and a gastro-jejunal anastomosis was performed. The post-operative course was simple, secondary ADF was a complication (0.3%-2%) of aortic surgery. Mechanical erosion of the prosthetic material into the bowel was due to the lack of interposed retroperitoneal tissue or the excessive pulsation of redundantly placed grafts or septic procedures. The third or fourth duodenal segment was most frequently involved. Diagnosis of ADF was difficult. Surgical treatment is always recommended by explorative laparotomy. ADF must be suspected whenever a patient with aortic prosthesis has digestive bleeding or unexplained obstructive syndrome. Rarely the clinical picture of ADF is subtle presenting as an obstructive syndrome and in these cases the principal goal is to effectively relieve the mechanical bowel obstruction.

Permanent stenting in "unextractable" common bile duct stones in high risk patients. A prospective randomized study comparing two different stents.

BACKGROUND: Endoscopic sphincterotomy (ES) and stone extraction is the treatment of choice for bile duct stones. Therefore, if ES and conventional stone extraction fail, further treatment is mandatory. Insertion of a biliary endoprosthesis is an effective option. MATERIALS AND METHODS: We treated 30 high-risk patients (17 women and 13 men, mean age 82 years) affected by difficult common bile duct stones. The patients were randomly assigned preoperatively using closed envelopes (blind randomization) into two groups to receive insertion of polyethylene or hydrophilic hydromer-coated polyurethane stent, respectively. Follow-up was achieved by contacting referring physicians and patient's relatives. RESULTS: Biliary drainage was established in all patients. Early minor complications occurred in 28%. In all these patients, the stent was a definitive measure. Median follow-up was 38 months. Late complications occurred in 34%. Cholangitis was the most frequent. During follow up, 11 patients died, two as result of a biliary-related cause. No statistically significant difference was observed on different stents patency. CONCLUSION: Endoprosthesis insertion as a permanent therapy is an effective alternative to surgery or dissolution therapy. Therefore, biliary stenting should preferably be restricted to high-risk patients unfit for operative treatment and with a short life expectancy.

Fine-needle aspiration molecular analysis for the diagnosis of papillary thyroid carcinoma through BRAF V600E mutation and RET/PTC rearrangement.

OBJECTIVE: To evaluate BRAF(V600E) mutation on consecutive fine-needle aspiration biopsy (FNAB) specimens in order to assess FNAB's usefulness in preoperative papillary thyroid carcinoma (PTC) diagnosis with the contemporaneous analysis of RET/PTC1 and RET/PTC3 rearrangements obtained from ex vivo thyroid nodules. DESIGN: Thyroid FNABs from 156 subjects with nodules and 49 corresponding surgical samples were examined for the presence of BRAF mutation by real-time allele-specific polymerase chain reaction, confirmed with the use of a laser pressure catapulting system. Samples were also examined for RET/PTC rearrangements. The results were compared with the cytological diagnosis and histopathology. MAIN OUTCOMES: 13/156 cytological examinations were diagnostic for PTC and 19/156 showed suspicious/indeterminate FNAB (12.2%). FNAB-BRAF(V600E) mutation was detected in 11/16 (69%) cases with histological confirmation of PTC. In our series, RET/PTC rearrangement was detected in only one case of PTC, whereas it was not present in any case of adenoma, goiter, or Hashimoto's thyroiditis. No PTC case was found positive at the same time for BRAF mutation and RET/PTC rearrangements. CONCLUSION: BRAF(V600E) mutation detected on FNAB specimens, more than RET/PTC rearrangements, is highly specific for PTC and its routine research might well be an adjunctive and integrative diagnostic tool for the preoperative diagnostic iter.

[Endoscopic treatment of a "gastric outlet syndrome" after Mason Vertical Banded Gastroplasty. Case report]. / Trattamento endoscopico di un caso di "gastric outlet syndrome" dopo gastroplastica verticale sec. Mason. Caso clinico.

INTRODUCTION: Mason's Vertical Banded Gastroplasty (VBG) is characterized by peculiar complications, related to surgical pitfalls, from "outlet syndrome" (5%) to complete outlet obstruction (3%), passing to reflux oesophagitis (45%), that require redo. We report a case of "outlet syndrome" treated by operative endoscopy with success. MATERIALS AND METHODS: 40 yrs male, operated by VBG 2 years ago for morbid obesity (BMI > 40). After surgery, initial ponderal decrement as attended. Since about 2 months the patients reports epigastralgia and retrosternal pyrosis; since 10 days incoercibile vomiting. The EGDS visualized distal oesophagitis (Los Angeles C), mucosal prolapse of superior pouch leading to outlet obstruction and scalloping of Kerkring's fold in second part of duodenum. The patient was submitted to multiple elastic ligature of exuberant gastric mucosa with multiband ligator and indication to oral therapy with PPI and procinetics drugs at the dismission. RESULTS: after 30 days, at EGDS, oesophagitis is regressed to Los Angeles B stage, the outlet of pouch is patent and the transit is objectively regular. At oesophago-gastric radiologic control with gastrographin, the transit was satisfing. At 1 year follow-up the patient has a regular weight, no vomiting and is wellbeing and use irregularly PPI Follow-up EGDS confirmed the stabilization of endoscopic picture and the total regression of oesophagitis. CONCLUSIONS: the endoscopic elastic ligature of mucosal gastric prolapse with multiband after VBG, if confirmed and validated by randomized and prospective trials on a big sample of people, will constitute a valid alternative to surgical treatment of this rare complication.

[Complication of flexible fiberoptic bronchoscopy. Literature review]. / Le complicanze della fibrobroncoscopia. Revisione della letteratura.

INTRODUCTION: Fiberoptic bronchoscopy is the gold standard to study and eventually treat tracheo-bronchial pathology. Performance of fiberoptic bronchoscopy enhances diagnostic precision and has not well documentated risks for the patients. This review examines the international literature of the last 30 yrs about the indication, complications and their prevention during bronchoscopy. MATERIALS AND METHODS: We reviewed by Internet 50 scientific articles, 23 of those were reporting or citing other experiences. We included as metasearch criteria "flexible", "fiberoptic", "bronchoscopy" and "complications" from 1974 to 2006, and as exclusions terms "pediatry", "pregnancy" and "urgency/emergency". Thus, we reported for every complication the incidence range, the characteristics and the indications for the bronchoscopy. DISCUSSION: On 107969 bronchoscopies, the incidence of complication of local anaesthesia was 0.3-0.5%; hypoxiaemia 0.2-21%; arrhythmia 1-10%; post-biopsy bleeding 0.12-7.5%; pneumothorax or pneumomediastinum 1-6%; fever 0.9-2.5%; death 0.1-0.2%. The majority of these complications were not life threatening. CONCLUSIONS: Flexible bronchoscopy is an extremely safe procedure as long as some basic precautions are taken: complications incidence may be reduced by accurate patient selection, correct indication to bronchoscopy with an adequate anaesthesia or analgosedation and the correct endoscope. Is safe and useful virtual bronchoscopy in selected cases. Equipe cooperation and the responsibility of performing endoscopes are basilar. The gain of informed consensus is imperative before the bronchoscopy.

The effect of body mass index on chest trauma severity and prognosis.

AIM: Patients with thoracic trauma constitute one third of all the trauma cases, in west Sicily were recorded 941 thoracic trauma during the period between 2006 and 2009. Sicily is one of the Italian regions with the highest rate of obesity: some studies have demonstrated that obesity is an independent risk factor for mortality in high energy blunt traumas. MATERIAL OF STUDY: This study was conducted with trauma patients older than 20 years old who presented to our Department during the last five years. We only included thoracic injuries and politrauma with a thoracic involvement and a BMI >25. Patients were divided into two groups: HET and LET patients. RESULTS: Thoracic trauma was more common in patients with a BMI >25 than in normo-weight and clinic admission rate, length of hospital stay and ISS score increased in proportion with the increase of BMI. Both HET (high energy trauma) and LET (low energy trauma) revealed that overweight, obese and morbidly obese patients had greater admissions and length of hospital stay. DISCUSSION: The overweight and obese population has increased substantially over the last two decades and 61,5% of the Sicilian population is above normal weight. A large body mass with excess adiposity may contribute to HET injuries in several ways. Obesity has a number of comorbidities that reduce chances of recovery in overweight and obese patients experienced thoracic trauma both HET and LET. CONCLUSION: Obesity increases morbidity independently of injury severity in thoracic trauma patients. As BMI increased, length of hospital stay increased and prognosis deteriorates. KEY WORDS: BMI, Obesity, Thoracic trauma.