Smartphone MEMS Accelerometer and Gyroscope Measurement Errors: Laboratory Testing and Analysis of the Effects on Positioning Performance.

Embedding various sensors with powerful computing and storage capabilities in a small communication device, smartphones have become a prominent platform for navigation. With the increasing popularity of Apple CarPlay and Android Auto, smartphones are quickly replacing built-in automotive navigation solutions. On the other hand, smartphones are equipped with low-performance Micro Electro Mechanical Systems (MEMS) sensors to enhance their navigation performance in Global Navigation Satellite System (GNSS)-degraded or -denied environments. Compared with higher-grade inertial navigation systems (INS), MEMS-based INSs have a poor navigation performance due to large measurement errors. In this paper, we present laboratory test results on the stochastic and deterministic errors observed in MEMS inertial sensor measurements of five different smartphones from different manufacturers. Then, we describe and discuss the short-term effects of these errors on the pure inertial navigation performance and also on the navigation performance based on the tight coupling of INS with GNSS measurements using a smartphone.

The Burden of Cardio-Cerebrovascular Risk Factors: Differences Between Individual Risk and Population Risk.

INTRODUCTION: Cardio-cerebrovascular (CCV) disease contributes significantly to the global burden of disease, with dramatic consequences in terms of mortality and general health. Mitigate CCV risk factors is the key to reduce individual and population risk of CCV events. Evidence-based medicine and epidemiological investigations of risk factors are essential to optimize actions. AIM: To contribute to the knowledge of the burden of risk factors in determining CCV events in the individual patient and in the community. METHODS: Clinical data and risk factors were collected through a longitudinal survey (1999) as part of a larger epidemiology and cardiovascular prevention project, namely the "VIP (Valle dell'Irno Prevention) Project". We assessed the incidence of major cardiovascular events (MACE) and for each risk factor we calculated: prevalence, absolute risk, odds ratio (OR), additional risk (AR) = risk of exposed to the risk factor - risk of non-exposed, population attributable risk (PAR) = additional risk * prevalence, population attributable risk fraction (PAF) = PAR/total incidence of the disease. RESULTS: Comparing the MACE group with the non-MACE group, a statistically significant difference was found for the following: glomerular filtration rate (GFR), glucose and systolic blood pressure (SBP), BMI, diastolic blood pressure (DBP), cholesterol, triglycerides, creatinine and uric acid. GFR, glucose and SBP showed the highest OR. Age, creatinine, glycemia, SBP and uric acid were independent predictor of MACE. When calculating the PAF, the CCV risk factors with the greatest impact on MACE were: SBP (29.6%), triglyceridemia (19.4%) and metabolic syndrome (18.3%). CONCLUSION: The burden of risk factors on MACE changes substantially according to whether it is calculated in the single patient or in the population. It is crucial for physicians to take these differences into account when applying their own intervention to reduce CCV events.

Epidemiologic Data of Vitamin D Deficiency and Its Implication in Cardio-Cerebrovascular Risk in a Southern Italian Population.

BACKGROUND: Vitamin D (25(OH)D) deficiency is a prevalent condition worldwide. However, the highest prevalence rates of 25(OH)D deficiency have been attributed to regions with higher latitude. A close association between 25(OH)D and cardio-cerebrovascular (CCV) risk factors and major health problems has been identified. AIM: To establish the prevalence of 25(OH)D deficiency and to investigate the relationship between 25(OH)D levels and CCV risk factors (blood cholesterol, triglycerides, glucose concentrations, body mass index, and systolic and diastolic blood pressure) in a cohort representative of Southern Italy. METHODS: The prevalence of 25(OH)D levels was evaluated in 1200 subjects aged 25-74 years (600 males and 600 females), enrolled in the "VIP" (from Italian for Irno Valley Prevention) Project, whereas multiple linear regression analysis was used to determine the relationship between 25(OH)D levels and CCV risk factors. RESULTS: Only 13.3% of females and 11.1% of males showed adequate serum concentrations of 25(OH)D (≥30 ng/ml), while 59.3% of females and 55.1% of males showed 25(OH)D deficient levels (<20 ng/ml). We observed an independent association between 25(OH)D concentrations and metabolic syndrome score, LDL cholesterol, HDL cholesterol, and corrected QT (cQT). CONCLUSIONS: We report a high prevalence of 25(OH)D deficiency across the largest Italian adult population studied so far and, in particular, the first across Southern Italy; furthermore, we provide data on the association between 25(OH)D deficiency and higher CCV risk factors.

Hyperuricemia as an independent risk factor for major cardiovascular events: a 10-year cohort study from Southern Italy.

AIMS: To date, whether hyperuricemia may represent a marker or an independent risk factor for cardiovascular disease remains unclear. This study aimed at assessing the role of hyperuricemia in the onset of major cardiovascular events (MACE). METHODS: Baseline clinical data were collected through a 1998/1999 longitudinal survey as part of the larger Valle dell'Irno Prevenzione Project. Ten years later, MACE incidence was evaluated. RESULTS: A total of 1175 patients (50% men, aged 25-74 years) completed the study. At least one MACE was reported by 135 patients, whose mean uric acid values were significantly higher compared with patients without events (6.0 ±â€Š4.8 and 4.6 ±â€Š4.0 mg/dl, respectively; P < 0.01). Patients with uric acid values of at least 6 mg/dl (prevalence of 14.6%) had significantly lower levels of high-density lipoprotein cholesterol and increased values of BMI, blood pressure (BP), cholesterol, triglycerides, white blood cells, complement component 3 (C3) and creatinine. After subgrouping patients in tertiles and considering the first one as reference [odds ratio (OR): 1], the OR (95% confidence interval) was 1.44 (0.7-2.9) in the second and 2.2 (1.3-3.5) in the third tertile, respectively. Confounder-adjusted stepwise linear regression revealed uric acid, age, creatinine, glucose and systolic BP as independent predictors of MACE. Diastolic BP and creatinine were independently correlated with uric acid in the entire population, diastolic BP only in men and BMI, creatinine, age and C3 in women. CONCLUSION: Hyperuricemia was shown to be a strong independent risk factor for MACE and should be included in cardiovascular prevention strategies. Whether hypouricemic drugs can decrease cardiovascular disease risk warrants further studies.

Trends of Prevalence of Uncontrolled Risk Factors for Cerebrocardiovascular Disease: Southern Italy from 1988/9 to 2008/9.

The aim of this study was to determine the trends of cardiovascular risk factor prevalence between 1988/9 and 2008/9 in the 25-74-year-old population in an area of Southern Italy. We compared three cross-sectional studies conducted in random population samples, in 1988/9, 1998/9, and 2008/9 in Salerno, Italy. The methodology of data collection (lipid profile, systolic and diastolic blood pressure, glycaemia, and smoking) and conducting tests which the population underwent during the three phases was standardized and comparable. Prevalence of diabetes, hypertension, hypercholesterolemia, and smoking was calculated and standardized for age. A total of 3491 subjects were included. From 1988/9 to 2008/9, in males, the prevalence of all four risk factors was reduced. In women, there was a clear reduction of hypertension, a similar prevalence of hypercholesterolemia, and an increase of smoking and diabetes. In the area of Salerno, our data confirm that the global prevalence of the major risk factors is decreasing in men, but their absolute values are still far from optimization. In women, diabetes and smoking showed a negative trend, therefore requiring targeted interventions. These data are now used as a base for executive targeted programs to improve prevention of cardiovascular disease in our community.

Standalone GPS L1 C/A Receiver for Lunar Missions.

Global Navigation Satellite Systems (GNSSs) were originally introduced to provide positioning and timing services for terrestrial Earth users. However, space users increasingly rely on GNSS for spacecraft navigation and other science applications at several different altitudes from the Earth surface, in Low Earth Orbit (LEO), Medium Earth Orbit (MEO), Geostationary Earth Orbit (GEO), and feasibility studies have proved that GNSS signals can even be tracked at Moon altitude. Despite this, space remains a challenging operational environment, particularly on the way from the Earth to the Moon, characterized by weaker signals with wider gain variability, larger dynamic ranges resulting in higher Doppler and Doppler rates and critically low satellite signal availability. Following our previous studies, this paper describes the proof of concept "WeakHEO" receiver; a GPS L1 C/A receiver we developed in our laboratory specifically for lunar missions. The paper also assesses the performance of the receiver in two representative portions of an Earth Moon Transfer Orbit (MTO). The receiver was connected to our GNSS Spirent simulator in order to collect real-time hardware-in-the-loop observations, and then processed by the navigation module. This demonstrates the feasibility, using current technology, of effectively exploiting GNSS signals for navigation in a MTO.

CKD Prevalence Varies across the European General Population.

CKD prevalence estimation is central to CKD management and prevention planning at the population level. This study estimated CKD prevalence in the European adult general population and investigated international variation in CKD prevalence by age, sex, and presence of diabetes, hypertension, and obesity. We collected data from 19 general-population studies from 13 European countries. CKD stages 1-5 was defined as eGFR<60 ml/min per 1.73 m(2), as calculated by the CKD-Epidemiology Collaboration equation, or albuminuria >30 mg/g, and CKD stages 3-5 was defined as eGFR<60 ml/min per 1.73 m(2) CKD prevalence was age- and sex-standardized to the population of the 27 Member States of the European Union (EU27). We found considerable differences in both CKD stages 1-5 and CKD stages 3-5 prevalence across European study populations. The adjusted CKD stages 1-5 prevalence varied between 3.31% (95% confidence interval [95% CI], 3.30% to 3.33%) in Norway and 17.3% (95% CI, 16.5% to 18.1%) in northeast Germany. The adjusted CKD stages 3-5 prevalence varied between 1.0% (95% CI, 0.7% to 1.3%) in central Italy and 5.9% (95% CI, 5.2% to 6.6%) in northeast Germany. The variation in CKD prevalence stratified by diabetes, hypertension, and obesity status followed the same pattern as the overall prevalence. In conclusion, this large-scale attempt to carefully characterize CKD prevalence in Europe identified substantial variation in CKD prevalence that appears to be due to factors other than the prevalence of diabetes, hypertension, and obesity.

Methodology used in studies reporting chronic kidney disease prevalence: a systematic literature review.

BACKGROUND: Many publications report the prevalence of chronic kidney disease (CKD) in the general population. Comparisons across studies are hampered as CKD prevalence estimations are influenced by study population characteristics and laboratory methods. METHODS: For this systematic review, two researchers independently searched PubMed, MEDLINE and EMBASE to identify all original research articles that were published between 1 January 2003 and 1 November 2014 reporting the prevalence of CKD in the European adult general population. Data on study methodology and reporting of CKD prevalence results were independently extracted by two researchers. RESULTS: We identified 82 eligible publications and included 48 publications of individual studies for the data extraction. There was considerable variation in population sample selection. The majority of studies did not report the sampling frame used, and the response ranged from 10 to 87%. With regard to the assessment of kidney function, 67% used a Jaffe assay, whereas 13% used the enzymatic assay for creatinine determination. Isotope dilution mass spectrometry calibration was used in 29%. The CKD-EPI (52%) and MDRD (75%) equations were most often used to estimate glomerular filtration rate (GFR). CKD was defined as estimated GFR (eGFR) <60 mL/min/1.73 m(2) in 92% of studies. Urinary markers of CKD were assessed in 60% of the studies. CKD prevalence was reported by sex and age strata in 54 and 50% of the studies, respectively. In publications with a primary objective of reporting CKD prevalence, 39% reported a 95% confidence interval. CONCLUSIONS: The findings from this systematic review showed considerable variation in methods for sampling the general population and assessment of kidney function across studies reporting CKD prevalence. These results are utilized to provide recommendations to help optimize both the design and the reporting of future CKD prevalence studies, which will enhance comparability of study results.

Report on Non-fatal events cardio-cerebro-vascular to ten years in a Southern Italy cohort.

BACKGROUND: Data relating to non-fatal cardiovascular events are poor but these data are essential to organize targeted interventions on the territory and to understand their effectiveness. METHODS: We calculated the rates of morbidity from cardiovascular events covering the period 1998/99-2008/09, in a cohort of 1200 persons (600 men and 600 women) aged 25 to 74 years. Data were standardized using the European standard population. RESULTS: The incidence of events to ten years of non-fatal myocardial infarc.ion was 2.2% in men and of 1.8% in women. PCI interventions to ten year have been 3.3% in men and 3.4% in women, the interventions of aorto-coronary bypass have been 2.4% and 0.5% for men and women respectively. While all major cardiovascular events have been more frequent in men, in women there was a higher incidence of stroke (1.6% vs 0.9%). CONCLUSION: Although by comparison with other European countries Italy is among the countries considered at low-risk of coronary heart disease, in Campania cardiovascular diseases reach higher rates than the rest of the country. Our results are in keeping with the literature data and confirm that cardiovascular diseases are a major public health problem. Local analysis are useful in providing additional information for planning prevention interventions targeted to its own territory.

Trend in prevalence of uncontrolled total serum cholesterol for cardio-cerebro-vascular disease in a mediterranean area, 1988/89-2008/09.

AIM: To examine trends of uncontrolled total serum cholesterol, treatment and control in a Mediterranean region (Campania). METHODS: We considered and compared the data collected as part of "Montecorvino Rovella Project" 1988-1989 and cross-sectional data from the two phases of the "VIP Project-Valle dell'Irno Prevenzione": 1998-1999 (1(st) phase) and 2008-2009 (2(nd) phase), in the 35-74-year-old-population. RESULTS: Data show a reduction of mean cholesterolemia in the last twenty years of 7.3 mg/dL for men and unchanged values for women. In the three surveys the mean values for serum cholesterol are in men: 205.2 ± 47.1 mg/dL (1988/89), 200 ± 38.9 mg/dL (1998/99) and 197.9 ± 40.2 mg/dL (2008/09); in the women: 203.1 ± 42.5 mg/dL (1988/89), 198.9 ± 37.9 mg/dL (1998/99) and 203.3 ± 39.3 mg/dL (2008/09). Prevalence of uncontrolled high cholesterol ≥ 240 mg/dL for men decreased from 20.8% (1988/89) to 14.3% (1998/99) and 13.9% (2008/9), P = 0.002; for women the values decreased from 19.9% (1988/89), to 18.2% (1998/99) and 18.1% (2008/09), P = 0.007. Is statistically increased the number of patients treated and those treated to target. CONCLUSION: Encouraging increases in awareness, treatment, and control of hypercholesterolemia occurred from 1988 through 2008. Nevertheless, control of hypercholesterolemia remains poor.

[Ten year cardio-cerebro-vascular mortality and morbidity in a Southern Italy cohort: the VIP Project data]. / Mortalità e morbilità cardio-cerebro-vascolare a dieci anni (1998/99 - 2008/09) in una coorte di popolazione adulta dell'Italia meridionale: i dati del Progetto VIP.

RATIONALE: In Italy the mortality data were obtained almost exclusively from the data RENCAM (Name Causes of Death Register), while there are few prospective surveys. In order to assess whether there are particular epidemiological conditions in the geographical area of Mercato S. Severino, in Southern Italy, we have studied, and reassessed at ten years (1998/99 - 2008/09), a cohort of adult general population in a project of cardiovascular epidemiology and prevention. MATERIALS AND METHODS: We calculated the rates of mortality and morbidity from cardiovascular events covering the period 1998/99 - 2008/09, in a cohort of 1200 persons (600 men and 600 women) aged 25 to 74 years. Data were standardized using the European standard population. RESULTS: Mortality from cardiovascular causes was 46.5% in men and 48.7% in women; it was mainly concentrated in the age group 65-74 years where it occurred on 62.9% of deaths in men and 66.7% in women. Regarding morbidity, the incidence of events to ten years of non-fatal myocardial infarction was 2.2% in men and of 1.8% in women. PTCA interventions to ten year have been 3.3% in men and 3.4% in women, the interventions of aorto-coronary bypass have been 2.4% and 0.5% for men and women respectively. While all major cardiovascular events have been more frequent in men, in women there was a higher incidence of stroke (1.6% vs 0.9%). CONCLUSIONS: Although by comparison with other European countries Italy is among the countries considered at low-risk of coronary heart disease, in Campania cardiovascular diseases reach higher rates than the rest of the country. Our results are in line with the literature data and confirm that cardiovascular diseases are a major public health problem. Local analysis to propose means to provide useful information for planning prevention interventions targeted to their own territory.

The safety of statins in children.

UNLABELLED: Current American Academy of Pediatrics Guidelines recommended that statins should be considered as a first-line agent in children as early as 8 years of age. The aim of our work is to assess the safety of 3-hydroxy-3-methylglutaryl coenzyme A reductase inhibitors in children with hypercholesterolaemia. CONCLUSION: Controlled studies in children show that statin monotherapy is efficacious, well tolerated and safe in the short-time. Unfortunately, these studies have relatively short-term follow-up periods, and therefore, long-term safety remains unclear.

[Chronic kidney disease prevalence and trends (1998-2008) in an area of southern Italy. The data of the VIP project]. / Prevalenza e trend (1998-2008) dell'insufficienza renale cronica in un'area dell'Italia meridionale: i dati del progetto VIP.

Chronic kidney disease (CKD) is a common disorder whose prevalence is increasing worldwide. In Italy the prevalence of CKD, especially the early stages, is still not exactly known. Our study examines the prevalence and trends in ten years (1200 subjects in 1998-1999 and 1200 subjects in 2008-2009) of the estimated glomerular filtration rate (eGFR) in a population of southern Italy. We analyzed, within the VIP project, the prevalence of CKD (eGFR <60) in our area and its relationship to diabetes and hypertension as well as the trend between the years 1998-1999 and 2008-2009. The estimate of the GFR was obtained with the Cockcroft-Gault formula corrected for body surface area. The prevalence of CKD, stratified by the population of Campania, was about 5.9% in males and 3.9% in females in the years 1998-1999; ten years later (2008-2009) it had increased to 6.2% in males and 4.5% in females. The differences between males and females and between the two decades are not statistically significant although the trend shows a clear increase in subjects affected by CKD among both sexes. Among the male population the prevalence of CKD in persons with hypertension or diabetes, in those with both diseases, and in those free from these diseases was 11.2%, 12%, 13.8% and 6.3% (p=0.018), respectively. The same groups among females showed a CKD prevalence of 8%, 9.2%, 9.7% and 4.4%, respectively (p=0.042). Our work provides a picture of the prevalence of CKD in an area of southern Italy. It highlights the increase in CKD and calls upon a greater use of renal function tests in clinical practice, so that individuals at increased risk of developing cardiovascular complications may be detected as early as possible.

[Management of hypercholesterolemia in children: needs and concerns]. / Il trattamento dell'ipercolesterolemia nei bambini: necessità e preoccupazioni.

In childhood, cholesterol values are closely related to the genetic heritage of the young patient. Among familial hypercholesterolemia, it is essential to identify the monogenic and multigenic forms. In monogenic forms, heterozygotes respond poorly or partially to changes in diet and lifestyle, making pharmacological therapy necessary; in homozygote patients plasmapheresis is required, and liver transplantation is the only intervention that can impact permanently on the development of cardiovascular lesions in adulthood. Conversely, multigenic forms or familial hypercholesterolemia secondary to other diseases respond to changes in diet and lifestyle as well as to pharmacological treatment. It remains unclear how early pharmacological intervention should be implemented. In particular, the presence in children of typical histological lesions of athero- sclerosis and their interaction with cardiovascular disease in adulthood justify a prompt, although cautious, intervention. In fact, cholesterol is necessary for normal development of the organism, provided that percentile values are in the normal range according to age and sex. Two methods of intervention are identified: a population strategy that should be implemented on a large scale for advice about diet and optimal level of physical activity; and an individual strategy, in which diet advice should be followed by pharmacological treatment. Pharmacological therapy may be administered even in children over the age of 8-10 years, if necessary. In younger patients, therapeutic interventions should be restricted to children with LDL cholesterol levels >500 mg/dl. Although statins have only been studied in populations affected by severe familial hypercholesterolemia in the short term, they seem to be the most effective agents in children owing to their efficacy and limited side effects.

Antiarrhythmic drug therapy after radiofrequency catheter ablation in patients with atrial fibrillation.

OBJECTIVES: The use of antiarrhythmic drugs after ablation is a controversial issue when evaluating the efficacy of atrial fibrillation (AF) ablation. This study compares in a prospective and randomized fashion the impact of an antiarrhythmic drug in preventing AF recurrence after AF ablation. METHODS: From February 2004 to May 2005, 107 consecutive patients (mean age 57 +/- 10 years, 69 men), with paroxysmal (60%) or persistent (40%) drug refractory AF, were randomly assigned to ablation alone (Group A, 53 patients) or combined with the best antiarrhythmic therapy, preferably amiodarone (Group B, 54 patients). All patients underwent cavo-tricuspid and left inferior pulmonary vein (PV)-mitral isthmus ablation plus circumferential PV ablation, using a guided electro-anatomical approach. Standard electrocardiograms (ECG), and ambulatory and transtelephonic ECG monitoring were used to assess AF recurrences. Recurrences during the first month after ablation were excluded from this analysis. RESULTS: At 12 months of follow-up, no significant difference was observed in the rates of AF recurrences between Group A (18/53 patients, 34%) and Group B (16/54 patients, 30%). The percentage of patients with >/= 1 asymptomatic AF episode was higher in Group B than in Group A (10/16 patients, 63%, vs 5/18 patients, 28%, P = 0.04). CONCLUSIONS: Continuing antiarrhythmic drug therapy in patients who undergo catheter ablation for AF did not lower the rate of AF recurrences. Antiarrhythmic drugs increased the proportion of patients with asymptomatic AF episodes.

The third component of the complement (C3) is a marker of the risk of atherogenesis.

AIM: The aim of this study was to assess the association between the third component of the complement (C3) and other risk factors of coronary heart disease. METHODS AND RESULTS: We evaluated 1200 individuals aged 25-74 years (600 men and 600 women). A strong relationship was shown between serum C3 and both body mass index (BMI, P<0.01) and fibrinogen (P<0.01). We found a significant, independent correlation with: platelet count (P<0.01), insulin level (P<0.01), triglycerides (P<0.01), low-density lipoprotein (LDL) cholesterol (P<0.01), and an inverse correlation with cigarette smoking (P<0.01). CONCLUSIONS: A high concentration of C3 is a marker of a profile at risk of atherogenesis.

A randomized, double-blind, active-controlled, parallel-group comparison of valsartan and amlodipine in the treatment of isolated systolic hypertension in elderly patients: the Val-Syst study.

BACKGROUND: Some antihypertensive therapies are limited by dose-dependent adverse effects (AEs). The angiotensin II receptor blocker valsartan has been shown to reduce blood pressure (BP) in a dose-related manner with minimal dose-limiting AEs. Amlodipine besylate is a potent dihydropyridine calcium channel blocker also with dose-related antihypertensive efficacy, but with possible dose-limiting AEs, particularly peripheral edema. OBJECTIVES: This study compared the risk/benefit profiles of valsartan and amlodipine in elderly patients who have isolated systolic hypertension (ISH). METHODS: This 24-week, randomized, double-blind, active-controlled, titration-to-effect, parallel-group study was conducted at 35 outpatient centers in Italy. Elderly (aged 60-80 years) patients with ISH received oral treatment with valsartan 80-mg capsules or amlodipine 5-mg capsules once daily. After 8 weeks of treatment, the dose of the patients with poorly controlled systolic BP (SBP) was titrated to 160 mg (valsartan) or 10 mg (amlodipine) once daily. At week 16, if trough SBP was still not adequately controlled, a low-dose diuretic (hydrochlorothiazide [HCTZ] 12.5 mg) was added to the treatment regimen for an additional 8 weeks. Tolerability was assessed at all study visits using physical examination and patient interview. RESULTS: Of 421 randomized patients (231 women, 190 men; mean [SD] age, 69 [6] years), 208 were included in the valsartan group, and 213 in the amlodipine group. The efficacy of valsartan-based treatment. in reducing SBP was similar to that of amlodipine-based treatment. With doubled doses, efficacy (change in SBP) increased significantly from baseline (both P < 0.01). The frequency of AEs doubled with amlodipine 10 mg but was not clinically relevant with valsartan 160 mg. Overall, AEs were observed in 31.9% of those receiving amlodipine versus 20.2% of the patients receiving valsartan (P < 0.003), with peripheral edema rates of 26.8% and 4.8%, respectively (P < 0.001). CONCLUSIONS: In this study population of elderly patients with ISH, valsartan-given alone or in combination with HCTZ 12.5 mg-showed similar efficacy but better tolerability than amlodipine-based treatment.

Correlation between body mass index and others risk factors for cardiovascular disease in women compared with men.

OBJECTIVE: In this study we examine the association between body mass index and a wide range of metabolic coronary heart disease risk factors in a female population of South Italy. DESIGN: Observational study named "VIP Project" divided in three phases: collection of data, follow-up of the population and new controls within five and ten years. Data presented are about the transversal phase of the study. SUBJECTS: 1200, 600 males and 600 females, age ranging from 25 to 74 years, were enrolled at random from the electoral lists of the towns of Mercato San Severino and Baronissi, near Salerno, in Southern Italy. MEASUREMENTS: Weight (electronic scale), height (ruler attached to the wall), blood pressure (sphygmomanometer), fasting venous blood to determine: total cholesterol, HDL and LDL cholesterol, triglycerides, uric acid, blood glucose, haemocrome, insulinaemia, fibrinogen, C3 and creatinine. Smoking habit and the practice of sports were determined by an interview. RESULTS: The distribution of BMI in the population, increases with reference to the age. Between BMI and the classical risk factors, there is a significant correlation with triglycerides, glycaemia, total cholesterol, diastolic blood pressure, systolic blood pressure, insulin, C3. In the decades from 35-44 years to 45-54 years, it can be observed a notable increasing of the following risk factors in percentage for female population: hypertriglyceridemia from 3.9% to 33.9%, diabetes from 4.4% to 10.2%, hypertension from 9.1% to 25.8%, obesity from 22.5% to 42.5% and hypercholesterolaemia from 3.6% to 25%. Only the number of smokers is decreasing from 38.3% to 19.2%. CONCLUSION: The association between body mass index and increasing coronary heart disease risk in women is partly explained by a rise in blood pressure, lipid profile and blood glucose across the range of body mass index. Most approaches to weight loss recommend a target or optimal weight based on body mass index alone. Our data show that this assumption is unwarranted and that body mass index should not be used as the sole basis for intervention in individuals. Successful weight loss should be defined in terms of a reduction in metabolic risk, which can often be achieved by relatively modest weight loss.