[Variability in the in-hospital management of acute myocardial infarction in Spain. IBERICA Study (Investigación, Búsqueda Específica y Registro de Isquemia Coronaria Aguda)]

CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy

Cardiovascular diseases are among the leading causes of mortality worldwide, with more than 23 million related deaths per year by 2030, according to the World Heart Federation. Although most of these diseases may be prevented, population awareness strategies are still ineffective. In this context, we propose the CML-Cardio tool, a machine learning application to automate the risk classification process of developing CVDs. For this, researchers in our group collected data on diabetes, blood pressure, and other risk factors in a private company. Our final model consists of a cascade system to handle highly imbalanced data. In the first stage, a binary model is responsible for predicting whether a patient has a low risk of developing CVDs or if has a risk that needs attention. In this step, we use six algorithms: logistic regression, SVM, random forest, XGBoost, CatBoost, and multilayer perceptron. The better results presented an average accuracy of 0.86 ± 0.03 and f-score of 0.85 ± 0.04. We interpret each feature's impact on the models' output and validate the subsystem for the next step. In the second stage, we use an anomaly detection model to learn the intermediate risk patterns present in the instances that need attention. The cascade model presented an average accuracy of 0.80 ± 0.07 and f-score of 0.70 ± 0.07. Finally, we develop the CML-Cardio prototype of an actual application as a primary prevention strategy. Graphical abstract In this work, we propose the CML-Cardio tool, a cascade machine learning method to classify cardiovascular disease risk.

Impact on Mortality of Different Network Systems in the Treatment of ST-segment Elevation Acute Myocardial Infarction. The Spanish Experience

INTRODUCTION AND OBJECTIVES

To analyze the association between the development of network systems of care for ST-segment elevation myocardial infarction (STEMI) in the autonomous communities (AC) of Spain and the regional rate of percutaneous coronary intervention (PCI) and in-hospital mortality.

METHODS

From 2003 to 2012, data from the minimum basic data set of the Spanish taxpayer-funded health system were analyzed, including admissions from general hospitals. Diagnoses of STEMI and related procedures were codified by the International Diseases Classification. Discharge episodes (n = 302 471) were distributed in 3 groups: PCI (n = 116 621), thrombolysis (n = 46 720), or no reperfusion (n = 139 130).

RESULTS

Crude mortality throughout the evaluation period was higher for the no-PCI or thrombolysis group (17.3%) than for PCI (4.8%) and thrombolysis (8.6%) (P < .001). For the aggregate of all communities, the PCI rate increased (21.6% in 2003 vs 54.5% in 2012; P < .001) with a decrease in risk-standardized mortality rates (10.2% in 2003; 6.8% in 2012; P < .001). Significant differences were observed in the PCI rate across the AC. The development of network systems was associated with a 50% increase in the PCI rate (P < .001) and a 14% decrease in risk-standardized mortality rates (P < .001).

CONCLUSIONS

From 2003 to 2012, the PCI rate in STEMI substantially increased in Spain. The development of network systems was associated with an increase in the PCI rate and a decrease in in-hospital mortality.

Advances in Integrating Traditional and Omic Biomarkers When Analyzing the Effects of the Mediterranean Diet Intervention in Cardiovascular Prevention

Intervention with Mediterranean diet (MedDiet) has provided a high level of evidence in primary prevention of cardiovascular events. Besides enhancing protection from classical risk factors, an improvement has also been described in a number of non-classical ones. Benefits have been reported on biomarkers of oxidation, inflammation, cellular adhesion, adipokine production, and pro-thrombotic state. Although the benefits of the MedDiet have been attributed to its richness in antioxidants, the mechanisms by which it exercises its beneficial effects are not well known. It is thought that the integration of omics including genomics, transcriptomics, epigenomics, and metabolomics, into studies analyzing nutrition and cardiovascular diseases will provide new clues regarding these mechanisms. However, omics integration is still in its infancy. Currently, some single-omics analyses have provided valuable data, mostly in the field of genomics. Thus, several gene-diet interactions in determining both intermediate (plasma lipids, etc.) and final cardiovascular phenotypes (stroke, myocardial infarction, etc.) have been reported. However, few studies have analyzed changes in gene expression and, moreover very few have focused on epigenomic or metabolomic biomarkers related to the MedDiet. Nevertheless, these preliminary results can help to better understand the inter-individual differences in cardiovascular risk and dietary response for further applications in personalized nutrition.

Effect of smoking status on healthcare costs and resource utilization in patients with type 2 diabetes in routine clinical practice: a retrospective nested case-control economic study

AIM

To compare healthcare resource utilization and costs according to smoking status in patients with type 2 diabetes in clinical practice.

METHODS

A retrospective cohort nested case-control study was designed. Cases were current smokers, while 2 types of controls (former smokers and never smokers) were matched (2 controls per case) for age, sex, duration of diabetes and burden of comorbidity using data from medical records. Noninstitutionalized diabetics of both genders, aged>18 years and seen consecutively over a 5-year period before the index date, were enrolled. Analysis compared healthcare resource utilization, loss of productivity due to sick leave and corresponding costs.

RESULTS

In total, 2,490 medical records were analyzed, i.e. 498 cases, 996 former smokers and 996 never smokers. Mean age was 63.4 years (64.9% male). Smokers had higher glycosylated hemoglobin levels (7.4 vs. 7.2 and 7.2%, respectively; p=0.013) and a lower degree of metabolic control (49.2 vs. 54.7 and 55.8%; p=0.036). Smokers had higher average annual costs (EUR 3,583) than former smokers (EUR 2,885; p<0.001) and never smokers (EUR 2,183; p<0.001).

CONCLUSIONS

Diabetic smoker patients had lower metabolic control, higher health resource utilization and more sick leave, resulting in higher healthcare costs and lost productivity compared with both former and never smoker diabetics.

In-hospital mortality due to acute myocardial infarction. relevance of type of hospital and care provided. RECALCAR study

INTRODUCTION AND OBJECTIVES

To investigate the relationship between in-hospital mortality due to acute myocardial infarction and type of hospital, discharge service, and treatment provided.

METHODS

Retrospective analysis of 100 993 hospital discharges with a principal diagnosis of myocardial infarction in hospitals of the Spanish National Health Service. In-hospital mortality was adjusted for risk following the models of the Institute for Clinical Evaluative Sciences (Canada) and the Centers for Medicare & Medicaid Services (United States).

RESULTS

Hospital characteristics are relevant to explain the variation in the individual probability of dying from myocardial infarction (median odds ratio: 1.3561). The risk-adjusted in-hospital mortality in cluster 3 and especially in cluster 4 hospitals (500 beds to 1000 beds and medium-high complexity) was significantly lower than in hospitals with less than 200 beds. Cluster 5 (more than 1000 beds), which includes a diverse group of hospitals, had a higher mortality rate than clusters 3 and 4. The adjusted mortality in the groups with the best and worst outcomes was 6.74% (cluster 4) and 8.49% (cluster 1), respectively. Mortality was also lower when the cardiology unit was responsible for the discharge or when angioplasty had been performed.

CONCLUSIONS

The typology of the hospital, treatment in a cardiology unit, and percutaneous coronary intervention are significantly associated with the survival of a patient hospitalized for myocardial infarction. We recommend that the Spanish National Health Service establish health care networks that favor percutaneous coronary intervention and the participation of cardiology units in the management of patients with acute myocardial infarction.

Sex differences in relative survival and prognostic factors in patients with a first acute myocardial infarction in Guipuzcoa, Spain

INTRODUCTION AND OBJECTIVES

To determine 28-day and 5-year survival rates in patients who have experienced a first acute myocardial infarction and to identify prognostic factors for survival.

METHODS

This study involved 1,677 patients with a first acute myocardial infarction who were treated at a hospital in Guipuzcoa, Spain between 1997 and 2000.

RESULTS

Women were approximately 10 years older than men, presented more often with diabetes and hypertension, were in a less favorable clinical condition, and consumed fewer medical resources, but were less likely to smoke. Survival rates at 28 days and 5 years were higher in men over 60 years of age. In the period from 29 days to 5 years, the relative survival rate was higher in men from all age groups. Factors associated with short- and long-term survival varied between the sexes. Disease severity in the acute phase and, later on, age were associated with survival in both men and women, whereas the effect of other variables differed between the sexes.

CONCLUSIONS

Myocardial infarction is a condition associated with high mortality in the acute phase. There is an interaction between sex and age that affects survival after an acute myocardial infarction. A number of factors are associated with poor short- and long-term prognoses in both sexes.

Human mortality seasonality in Castile-León, Spain, between 1980 and 1998: the influence of temperature, pressure and humidity

This study was carried out in the region of Castile and Leon, Spain, from 1980 to 1998 and analyzes the relationship between the number of monthly deaths caused by cardiovascular, respiratory and digestive diseases and three meteorological variables: temperature, pressure and humidity. One of the innovations in this study is the application of principal component analysis in a way that differs from its usual application: one single series representing the whole region was constructed for each meteorological variable from the series of eight weather stations. Annual and seasonal mortality trends were also studied. Cardiovascular diseases are the leading cause of death in Castile and Leon. The mortality related to cardiovascular, respiratory and digestive systems shows a statistically significant rising trend across the study period (an annual increase of 6, 16 and 4 per thousand, respectively). The pressure at which mortality is lowest is approximately the same for all causes of death (about 915 hPa), but temperature values vary greatly (16.8-19.7 degrees C for the mean, 10.9-18.1 degrees C for the minimum, and 24.1-27.2 degrees C for the maximum temperature). The most comfortable temperatures for patients with cardiovascular diseases (16.8 degrees C) are apparently lower than those for patients with respiratory diseases (18.1 degrees C), which are, in turn, lower than in the case of diseases of the digestive system (19.7 degrees C). Finally, the optimal humidity for patients with respiratory diseases is the lowest (24%) among the diseases, and the highest (51%) corresponds to diseases of the digestive system, while the optimal relative humidity for the cardiovascular system is 45%.

APACHE-II score and Killip class for patients with acute myocardial infarction

OBJECTIVE

To analyse the influence on the prognosis of intensive care unit (ICU) patients with acute myocardial infarction (AMI): prognostic index score, Killip class, AMI site, thrombolysis and other variables that might improve prognostic capacity and functioning of the APACHE-II index.

DESIGN

Cohort study using prospectively gathered ARIAM project data.

SETTING

ICUs from 129 Spanish hospitals.

PATIENTS

ICU-admitted AMI patients in ARIAM database during 4-year period were retrospectively studied.

MEASUREMENTS AND MAIN RESULTS

The sample comprised 6,458 patients, 76.8% males, age 64.97 +/- 12.56 years, APACHE-II score 9.49 +/- 7.03 points and ICU mortality 8.9%. Mortality was higher for females (p < 0.001), anterior AMI site (p < 0.001), previous AMI (p < 0.001), delay-to-hospital arrival >180 min (p = 0.003) and non-receipt of thrombolysis (p = 0.015). ICU mortality was related to age (p < 0.001) and APACHE-II score (p < 0.001). In multivariate analysis, it was related to APACHE-II (OR 1.16), age (OR 1.05), gender (OR 1.64), previous AMI (OR 1.57), anterior AMI (OR 2.05) and delay >180 min (OR 1.37). Killip class, gathered in 1,893 patients, was significantly associated with ICU mortality, and two predictive models were constructed for this group using multivariate analysis. Area under ROC curve was 0.94 in one (Killip class, age, gender, APACHE-II) versus 0.92 in the other (same variables without APACHE-II).

CONCLUSIONS

APACHE-II score and Killip class are useful for assessing the severity of patients with AMI and are complementary. Each can be used with a few commonly gathered clinical variables to construct prognostic models to assess severity. Their joint application yields a model with excellent discrimination capacity.

[Comorbidity and health resources use in smokers. An analysis from a primary care setting]

BACKGROUND

To ascertain the morbidity profile, achievement of the clinical control objectives, resources use and the incidence of cardiovascular events (CVE) in smoking subjects in Primary Care settings (PC).

METHODS

Retrospective multicentric study. All smoker subjects older than thirty years attended in any of five PC settings were included. A comparative cohort was established with non-smokers. Primary measures were: presence of CVE, age, gender, Charlson index, history/co-morbidity and clinics parameters and direct costs (fixed and variable; visits, drugs, diagnostic test and referrals). Multiple logistic regression analysis and ANCOVA models were applied for models correction, P<0.05.

RESULTS

55,653 patients were included. 20.8% (95% confidence intervals [CI]:20.5-21.1%) were smokers. Non-smokers were younger (48.2 versus 55.9 years), with more men (60.8%), P<0.01; and a similar Charlson index (0.3 versus 0.3; P=NS). The proportion of smokers in hypertensive population was 18.8% and in diabetics 9.6%. CVE presence in smokers were 4.9% versus 4.2% and the accumulated incidence/annual of 14.2 per thousand versus 12.5 per thousand, P<0.028. Smokers showed higher levels of serum triglycerides (136.3 mg/dl) and LDL-cholesterol (128.0 mg/dl, P<0.001). Smoking habit was independent related to the alcoholism (Odds ratio, OR=5.3) and the EPOC (OR=2.5), in presence of CVE (OR=1.2, P<0.001). Adjusted direct costs non differences showed: euro660.10 versus euro654.11, P=NS (in all components).

CONCLUSIONS

CVE annual incidence in smoking subjects was greater, with a minor average of age. Smokers presented a similar number of co-morbidities and total/patient costs. Clinical control objectives should be better in Primary prevention of the cardiovascular risk factors. To give up smoking should be the best strategy to diminish CVE incidence.

Oxidized LDL, lipoprotein (a) and other emergent risk factors in acute myocardial infarction (FORTIAM study)

INTRODUCTION AND OBJECTIVES

To determine the prevalence of acute myocardial infarction (AMI) without classical risk factors, and to ascertain whether affected patients exhibit a higher prevalence of emergent risk factors and whether the presence of specific emergent risk factors influence prognosis at 6 months.

METHODS

The FORTIAM (Factores Ocultos de Riesgo Tras un Infarto Agudo de Miocardio) study is a multicenter cohort study that includes 1371 AMI patients who were admitted within 24 hours of symptom onset. Strict definitions were used for classical risk factors and the concentrations of the following markers were determined: lipoprotein (a) [Lp(a)], oxidized low-density lipoprotein (oxLDL), high-sensitivity C-reactive protein, fibrinogen, homocysteine and antibody to Chlamydia. The end-points observed during the 6-month follow-up were death, angina and re-infarction.

RESULTS

The prevalence of AMI without classical risk factors was 8.0%. The absence of classical risk factors did not affect the 6-month prognosis. The only emergent risk factors independently associated with a poorer prognosis were the Lp(a) and oxLDL concentrations. Cut-points were determined using smoothing splines: 60 mg/ dL for Lp(a) and 74 U/L for oxLDL. The associated hazard ratios, adjusted for age, sex and classical risk factors, were 1.40 (95% confidence interval, 1.06-1.84 ) and 1.48 (95% confidence interval, 1.06-2.06), respectively.

CONCLUSIONS

The proportion of AMI patients without classical risk factors was low and their prognosis was similar to that in other AMI patients. Both oxLDL and Lp(a) concentrations were independently associated with a poorer 6-month prognosis, irrespective of the presence of classical risk factors.

[The secondary prevention of ischaemic heart disease in Spain. A systematic review of observational studies]

OBJECTIVE

To describe the use of ischaemic heart disease (IHD) secondary prevention measures in the Spanish National Health System.

DESIGN

Systematic review of observational studies with information on the use of preventive treatment and measures in the prevention of secondary IHD.

SETTING

Primary care and specialised out-patient clinics.

DATA SOURCES

Medline search and complementary searches of studies published between 1995 and 2004 with a description of the use secondary prevention measures on hospital discharge or in the follow up after discharge.

SELECTION OF STUDIES

A total of 125 references were found after the MEDLINE search, 13 of which were selected after an independent review by 2 researchers. The complementary sources provided 9 more studies giving a total of 22.

DATA EXTRACTION

One researcher extracted information on the characteristics of the study and the results variables, which were independently verified by a second evaluator. RESULTS. In the 22 studies found, a high level of variation was shown in the different treatment rates: anti-aggregants (at discharge, 72%-97.1%; follow-up, 46.4%-93.8%); beta-blockers (at discharge, 29%-68.3%; follow-up, 22.4%-59.0%); drugs with action on the renin-angiotensin system (at discharge, 16.2%-52.2%; follow-up, 6.1%-53.1%); lipid lowering drugs (at discharge, 6.7%-88.7%; follow-up, 24.5%-89.5%). The treatment rates showed a progressive improvement over time during the period studied.

CONCLUSIONS

In the period 1994-2003 treatment rates in the secondary prevention of IHD have increased, although there is still much room for improvement.

Diferencias de género en el tratamiento de revascularización precoz del infarto agudo de miocardio

BACKGROUND AND OBJECTIVE

Clinical variability in myocardial infarction (MI) regarding age, comorbidities and atypical symptoms could determine gender differences in inhospital care. This study analyzes the magnitude and determinants of differences between men and women in early reperfusion therapy in people hospitalized after MI.

PATIENTS AND METHOD

2,836 patients who arrived to hospital with MI were studied (IBERICA-Basque Country study). The relative risk (RR) of receiving early reperfusion for men versus women, adjusted by age, clinical characteristics, risk factors, and pre-hospital delay was estimated. The effect decomposition methodology and the log binomial regression were applied.

RESULTS

29% of patients were women with a median age of 77 years. The RR of revascularization in men compared to women was different according to age. When factors such as hypertension diabetes, Killip III-IV at admission and atypical symptoms were taken into account, statistically significant differences between sexes were not detected at 45 years old (RR=0.91; 95% CI=0.77-1.07). However, for 64 years old and over, the RR of reperfusion was 1.24 (95% CI=1.05-1.47). Both the differences by sex and the sex-age interaction were no longer statistically significant after adjusting by pre-hospital delay.

CONCLUSIONS

The delay to receive medical care in elderly women is responsible of gender differences in early reperfusion. It is necessary to analyze the reasons for treatment-seeking delay.

[Study of unmatched cases and controls: hyperhomocysteinaemia and chronic ischaemic cardiopathy]

OBJECTIVE

To evaluate the extent of the association between hyperhomocysteinaemia and chronic ischaemic heart disease.

DESIGN

Unmatched, case-control (1:3) study.

SETTING

Pintores Health Centre, Area 10, Primary Care, Madrid, Spain.

PARTICIPANTS

Patients of the health centre over 35 with chronic ischaemic heart disease or without it.

METHOD

Consecutive, non-randomized sample. Analysis of cases and controls with chi2 test and odds ratio (OR). The quantitative variables were analysed with the Student's t test.

RESULTS

The 76.32% (87/114) of cases had 2 or more cardiovascular risk factors versus 33.56% (99/265) in the control group (P<.0001). Average homocysteinaemia was 10.07 micromol/L (SD, 3.64) in the control group; and 12.74 (SD, 4.59) in the cases group. The difference between the averages (2.67 micromol/L; 95% CI, 1.82-3.52) was significant (P<.001). The difference (16.07%; 95% CI, 6.91-25.23) in hyperhomocysteinaemia (> or =15 micromol/L) between cases (28.95%, 33/114) and controls (12.88%, 38/295) was significant (P=.0001), with an association between hyperhomocysteinaemia and chronic ischaemic heart disease (OR=2.76; 95% CI, 1.62-4.68). This association increased (OR=3.26; 95% CI, 2.07-5.13) when hyperhomocysteinaemia was taken as > or =12 micromol/L, with a significant difference of 27% (95% CI, 16.59-37.41) (P<.0001) between cases (51.75%, 59/114) and controls (24.75%, 73/295).

CONCLUSIONS

The risk factor of hyperhomocysteinaemia > or =15 micromol/L was significantly associated (OR=2.76) with chronic ischaemic heart disease. This association was greater (OR=3.26) when hyperhomocysteinaemia was taken as > or =12 micromol/L.

[Assessment of cardiovascular risk in population groups. Comparison of Score system and Framingham in hypertensive patients]

INTRODUCTION AND OBJECTIVES

Calculation of cardiovascular risk in populations allows for developing and assessing of intervention programs and adapting health resources. While the Framingham System has been used in the past, a group of European researchers have proposed a different method called the Score project. The purpose of this paper is to compare the value of both methods for assessing cardiovascular risk.

METHODS

In 6,775 evaluable hypertensive patients distributed over the 17 Spanish autonomous communities (ACs), the 10-year risk of experiencing a coronary event (CR) was calculated using the Framingham equation, while risk of coronary death (RCD) and vascular death (RVD) was calculated using the Score project system, both at baseline and after one year of blood pressure control with amlodipine at the required dose. A comparison was made of the capacity to detect risk differences by both methods between populations with known different risks, and in the same population as a result of blood pressure control.

RESULTS

Both the Score and the Framingham systems detected the significant decrease in both CR and RCD or RVD at one year of application of the CORONARIA study protocol. Risk decrease measured by any of the two methods was significant (p < 0.05) overall, by genders, and by ACs. However, the Score System, unlike the Framingham system, could not detect the reported differences in the mortality risk for coronary and vascular disease between the ACs of the North and the South-East parts of Spain.

[Impact on cardiovascular health results of the introduction of the clinical governance contract into primary care in Tarragona]

OBJECTIVE

The objectives of this study are: 1) to determine the improvement in the cardiovascular health of the population after the introduction of the clinical governance contract for primary care team professionals in Tarragona-Reus and the Terres de l'Ebre area (Tarragona province, Spain); 2) to identify the factors predictive of better cardiovascular health after the introduction of the clinical governance contract. The introduction of the clinical governance contract, which is based on professional leadership, feed-back of care information, and monitoring of indicators of cardiovascular risk based on scientific evidence and concretised in clinical practice guidelines, will improve the cardiovascular health results of the reference population. Improvements in indicators of procedure and result are specified in "Material and methods."

DESIGN

This is a before-and-after, multi-centre study.

SETTING

Primary health care.

PARTICIPANTS

Thirty health centres (all the primary care Centres in the area).

MAIN MEASUREMENTS

Characteristics of the centre. Variables in procedures: indicators of good care practice, calculation of cardiovascular risk, application of clinical practice guidelines (hypertension, diabetes, lipaemia, tobacco and cardiovascular risk) and quality standards for drug prescription. Result variables: cardiovascular risk figures, number of ongoing care visits, hospital emergencies and admissions for angina, heart attack or stroke, and risk factor screenings of the population.

DISCUSSION

This study is useful, in that clinical governance aims to be a dynamic device to bring professionals into the leadership of health care management and, through monitoring indicators and feeding the findings back to the professionals, to improve health care quality. The study aims to show that management strategy can improve the population s cardiovascular health. The originality of the study lies in the development of a new tool of evaluation based on a novel management strategy for measuring cardiovascular health findings.

[Coronary risk differences in hypertensive patients of different autonomous communities. CORONARY study]

OBJECTIVES

Various articles describe the existence of differences in cardiovascular morbidity and mortality between different Spanish Autonomous Communities (SACs). We have intended to know if there are coherent differences in hypertensive patients cardiovascular risk.

MATERIAL AND METHODS

1,720 family physicians distributed in the 17 SACs as the number of inhabitants of each one selected 5 consecutive patients maximum within a period of 2 months, with blood pressure > or = 140/90 mmHg and at least another coronary risk factor. In 6,775 of 7,469 patients (51% males), the risk of a coronary event (CE) in the next 10 years according to Framingham equation and the risk of fatal cardiovascular event (RCV) according to Score formula were calculated.

RESULTS

CE calculated in the group of patients in primary prevention (and without diabetes) in northern SACs (Cantábrico) was 18.8%, and 20.5% in south-east SACs (Mediterranean) (p < 0.0001). In addition, CE in secondary prevention was 26.1% in northern SACs and 28.6% in south-east SACs (p < 0.0001). The differences remained upon considering diabetics in primary prevention. There were no significant differences, however, in the risk of cardiovascular death (Score) between both areas, being 8.9% in the north and 8.8% in the south-east.

CONCLUSIONS

Our study demonstrates that coronary risk is increased in hypertensive populations of south east SACs with respect to SACs of the north and to national average, while the risk of suffering a fatal cardiovascular event is not different.

Short-term (28 days) prognosis between genders according to the type of coronary event (Q-wave versus non-Q-wave acute myocardial infarction versus unstable angina pectoris)

The type of acute coronary syndrome may account for different prognoses between men and women after myocardial infarction. This study assessed gender differences in 28-day mortality rates for first or recurrent Q-wave and non-Q-wave myocardial infarctions and unstable angina by using data from 5 registries that included 20,836 patients (24.8% women). Mortality rates were higher in women with first Q-wave myocardial infarction but not in the other patients after adjusting for confounding variables.

[Myocardial Infarction Registry in Asturias: the RIMAS project]

BACKGROUND AND OBJECTIVE

Spanish hospital registers of myocardial infarction (MI) are not uniform. The RIMAS project is trying to know the real situation of myocardial infarction in Asturias and to observe possible differences among hospitals and with other registers.

PATIENTS AND METHOD

It was a cohorts study using a hospital registry of patients with MI. All cases arriving alive to all public and private-public Asturian hospitals during 1998 were included. Demographic data, cardiovascular risk factors, delays, evolution, treatments and techniques used, were all registered.

RESULTS

875 cases were registered with a coverage rate of 77%. The average age was 66.5 years (45.6% older than 70 years) and women represented 29.1%. Sixty three per cent of the patients had tobacco consumption, 43% had arterial hypertension, and 22.3% were diabetics. The extrahospital delay was 135 min and thrombolysis delay was 180 min. Thrombolytic therapy was administered to 34.1% of patients and 4% were treated with primary angioplasty. Intrahospital mortality was 14.4%. At discharge, antiagregant therapy was administrated to 94%, betablockers to 43.2%, ACE inhibitors to 33.3% and hypolipemiants to 25% of treated patients.

CONCLUSIONS

People attended in Asturias with a MI are older and there is a higher percentage of women. There are delays which include the start of thrombolytic therapy. However, there are significant differences with regard to the adhesion to clinical practice guidelines between different hospitals.

[Trends in mortality from ischemic heart disease in 50 Spanish provinces]

INTRODUCTION AND OBJECTIVES

Ischemic heart disease is the leading cause of cardiovascular mortality and the second most frequent cause in women in Spain. It is responsible for 12% and 10%, respectively, of all-cause mortality. Our aim was to identify those provinces where recent trends differ significantly from the overall national pattern of decreasing rates in recent years, and where intervention is probably needed.

PATIENTS AND METHOD

We report mortality trends due to ischemic heart disease for the periods 1988-1991 and 1994-1997 for each province in persons aged 35 to 64 years, and mortality trends in Spain in the last 19 years for all age groups. Data for ischemic heart disease mortality were obtained from files supplied by the Spanish National Institute for Statistics. Mortality rates in the two 4-year periods were compared with log-linear Poisson regression models to estimate trends. Age-adjusted and mortality hazard-rates are presented with 95% CI, and time trends and geographical variations are also reported.

RESULTS

The highest rates were seen at Andalucia (south), Levante (east) and the oversea provinces (Balearic [Mediterranean] and Canary Islands [Atlantic]). There were considerable geographical differences in mortality rates. Time trends showed a decrease in men in 27 provinces and a decrease in women in 12 provinces. Overall mortality trends decreased in the last 19 years in Spain.

CONCLUSIONS

Although the general trend is toward a decrease, there are differences between provinces in Spain. The previously reported North-South gradient and regional discrepancies were confirmed.

[Myocardial infarction. Population case-fatality in seven Spanish autonomous communities: the IBERICA Study]

BACKGROUND AND OBJECTIVE

The magnitude of the problem of myocardial infarction (MI) is better understood by assessing the population case-fatality than by analyzing only the number of patients attending hospitals.

PATIENTS AND METHOD

Our data come from the IBERICA Study (Investigation, Specific Search and Registry of Acute Myocardial Ischemic Syndrome). Twenty eight-day MI population case-fatality is described in the population aged 25 to 74 years during 1997 and 1998 in the following Spanish autonomous communities: Castilla-La Mancha (Toledo and Albacete), Catalonia (Girona), Valencia Community (Valencia), Balearic Islands (Majorca), Murcia, Navarra and Basque Country. The relationship between case-fatality and other variables such as sex, age and geographic area is also analyzed.

RESULTS

A total of 10,660 MI cases were registered, 4,106 of whom died within the period of 28 days following the onset of symptoms (38.5%; CI 95%, 37.6-39.4%). The overall case-fatality was 37.0% (CI 95%, 35.9-38.0%) in men and 44.3% (CI 95%, 42.3-46.4%) in women. Death occurred out of hospitals in 2,869 (69.9%) cases. An increased case-fatality in women was associated with a higher in-hospital case-fatality (45% higher than men). The proportion of patients who died before reaching a hospital was similar in both genders. Classical symptoms of MI were more common among men than women (82.7% vs. 77.6%, p < 0,001). The interval between symptoms' onset and hospitalization was 30 minute longer among hospitalized women as compared with men (p < 0,001).

CONCLUSIONS

Population MI case-fatality is high in the seven Spanish autonomous communities studied. Approximately 2 out of 3 deaths occur without patients being able to reach a hospital. These results emphasize the importance of primary and secondary prevention measures and the necessity to design ready-access systems to defibrillation and resuscitation manoeuvres for patients with cardiopulmonary arrest.

Mortalidad del infarto de miocardio en el registro PRIMVAC. Factores pronósticos

BACKGROUND AND OBJECTIVE

The aim of this study was to determine the mortality due to acute myocardial infarction in the coronary units from Comunidad Valenciana (Spain) and the prognostic factors associated with a higher mortality.

PATIENTS AND METHOD

Demographic characteristics, coronary risk factors, electrocardiographic ischemic signs, complications and mortality of patients with acute myocardial infarction admitted in the coronary units were collected. The study period comprised January 1995-December 1999. Death incidence was measured during coronary unit's stay. Factors associated with poor prognosis were analyzed.

RESULTS

10.213 patients entered into the study. Mean age at admission was 65 12 years. 23.8% were females (76.2% males). Global mortality in coronary units was 13.3%. Independent variables associated with higher mortality were (p < 0.05): advanced age (OR=1.06 [1.05-1.06]), female sex (OR=1.45 [1.26-1.66]), diabetes mellitus (OR=1.53 [1.35-1.74]), previous myocardial infarction (OR=1.46 [1.23-1.70]), previous angor pectoris (OR=1.29 [1.13-1.49]) and Q-wave infarction (OR=1.23 [1.03-1.43]). Factors associated with lower mortality were: hypercholesterolemia (OR=0.76 [0.66-0.78]), smoking (OR=0.65 [0.57-0.74]) and thrombolysis (OR=0.85 [0.78-0.92]).

CONCLUSIONS

At present, in the reperfusion therapy era, acute myocardial infarction has a high mortality after coronary unit admission. Several clinical factors are associated with a worse prognosis.

[Clinical characteristics, prognosis, and variability in the management of non-ST-segment elevation acute coronary syndromes. Data from the PEPA registry]

OBJECTIVES

To assess the clinical characteristics and inter-hospital variability in the treatment and prognosis of patients with non-ST-segment elevation acute coronary syndromes.

PATIENTS AND METHOD

Data from the PEPA study, a prospective registry that enrolled 4,115 patients in 18 Spanish hospitals, were analyzed.

RESULTS

The mean age of the patients enrolled was 65 years, 33% were women, and 26% had diabetes. Large differences were observed in the clinical profile of patients admitted to different centers, especially relative the history of previous disease, prior coronary revascularization, and co-morbidity. Antiplatelet treatment was used in 93% of patients, heparin in 45%, beta-blockers in 42%, nitrates in 67%, and calcium antagonists in 46%. During hospitalization, exercise stress testing was performed in 37% of patients, coronary angiography in 32%, coronary angioplasty in 9%, and coronary surgery in 4%. Inter-hospital variability was minimal for the use of antiplatelet agents, wide for the use of heparin and beta-blockers, and huge for the use of revascularization procedures. Mortality and the incidence of death or myocardial infarction were 2.6% and 4.4% during hospitalization, and 4.6% and 8% at 3 months, with wide inter-hospital variability. These differences were not significant once adjusted for clinical characteristics and the treatment received at admission.

CONCLUSIONS

Patients with non-ST-segment elevation acute coronary syndromes represent an heterogeneous group with a high incidence of complications. Pharmacologic and, especially, invasive treatment varies widely in different hospitals. These results underline the importance of correct initial risk stratification and uniform treatment following the recommendations of clinical guidelines.

[Clinical characteristics, management, and prognosis of patients with acute myocardial infarction not admitted to the coronary care unit. Usefulness of an intermediate care unit as the initial admission site]

INTRODUCTION AND OBJECTIVES

There is little information about the management and prognosis of patients with acute myocardial infarction (AMI) who are not admitted to coronary care units (CCU) because of the lack of available beds. The aim of this study was to evaluate the characteristics and prognosis of the patients who were admitted to the intermediate care unit (INTCU) of a cardiology department.

METHODS

We compared the clinical profile, management, and 12-month prognosis of the patients admitted to the INTCU or general ward (Ward) instead of the CCU.

RESULTS

Out of 242 patients with AMI, 62 (23%) were not admitted to the CCU due to the lack of available beds. Of these, 29 (12%) were admitted to the INTCU and 26 (11%) to the Ward after being monitored for at least 24 h in the emergency room. Patients admitted to the CCU arrived at the hospital early, were younger, less frequently female, and had a lower prevalence of diabetes. ST-segment elevation AMI was more frequent in patients admitted to the CCU than in patients admitted to the INTCU or Ward (67 vs 17 and 23%, respectively; p < 0.0001), and non-Q wave AMI was less frequent (30 vs 76 and 81%; p < 0.0001). No differences were found between groups in the number of stress tests or revascularization procedures performed after the first 24 h, the duration of the hospital stay (median 8 days), or in-hospital mortality. The 12-month survival was 82, 80, and 64% in the patients admitted to the CCU, INTCU, or Ward (p < 0.05), respectively. These differences ceased to be significant after adjusting for the patients' baseline clinical profile and treatment received at admission.

CONCLUSION

Compared to patients with AMI admitted to the CCU, patients admitted to the INTCU or Ward after being monitored at least 24 h had non-ST elevation and non-Q wave AMI more frequently, but a less favorable risk profile for long-term mortality. The different types of AMI were managed similarly and had a similar 12-month prognosis. Intermediate care units may be useful for palliating the lack of CCU beds and care for some patients with AMI.