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In-hospital complications after invasive strategy for the management of Non STEMI: women fare as well as men
© Berthillot et al; licensee BioMed Central Ltd. 2010
Received: 1 October 2009
Accepted: 24 June 2010
Published: 24 June 2010
To analyze the in-hospital complication rate in women suffering from non-ST elevation myocardial infarction treated with percutaneous coronary intervention (PCI) compared to men.
The files of 479 consecutive patients (133 women and 346 men) suffering from a Non STEMI (Non ST-segment elevation myocardial infarction) between the January 1st 2006 and March 21st 2009 were retrospectively analyzed with special attention to every single complication occurring during hospital stay. Data were analyzed using nonparametric tests and are reported as median unless otherwise specified. A p value < .05 was considered significant.
As compared to men, women were significantly older (75.8 vs. 65.2 years; p < .005). All cardiovascular risk factors but tobacco and hypertension were similar between the groups: men were noticeably more often smoker (p < .0001) and women more hypertensive (p < .005). No difference was noticed for pre-hospital cardiovascular drug treatment. However women were slightly more severe at entry (more Killip class IV; p = .0023; higher GRACE score for in-hospital death - p = .008 and CRUSADE score for bleeding - p < .0001). All the patients underwent PCI of the infarct-related artery after 24 or 48 hrs post admission without sex-related difference either for timing of PCI or primary success rate. During hospitalization, 130 complications were recorded. Though the event rate was slightly higher in women (30% vs. 26% - p = NS), no single event was significantly gender related. The logistic regression identified age and CRP concentration as the only predictive variables in the whole group. After splitting for genders, these parameters were still predictive of events in men. In women however, CRP was the only one with a borderline p value.
Our study does not support any gender difference for in-hospital adverse events in patients treated invasively for an acute coronary syndrome without ST-segment elevation and elevated troponin.
Percutaneous Coronary Intervention (PCI) is the preferred technique for the treatment of acute coronary syndrome with or without ST-segment elevation according to the Guidelines . The available data raise concerns about sex differences in outcome after invasive treatment for acute coronary syndromes (ACS). However every day, PCI is offered to everybody suffering from ACS regardless of its gender. In the study reported by Bell et al. in 1993  from a large cohort of 2955 men and 1106 women, a greater in-hospital mortality was recorded in women and was related, at least partly, to the severity of the underlying disease rather that gender alone. On the other hand, no gender related differences in outcome was found by Mehilli et al  after PCI in women and men who underwent stent placement for stable angina. Malenka and co-workers  analyzed the impact of PCI techniques improvement on sex difference in outcome and found no sex specificity in a sample of 33666 patients of both sex. These authors  related their results upon the improvement in PCI procedures overtime. More recently, Berger et al  analyzed data issued from 11 studies merged in one single database. They reported on 30-day mortality following ACS and found no gender related difference after adjustment for baseline variables. More recently, the sex difference in outcome following PCI have been reassessed in a report from Duvernoy et al  about a large population of 24,725 patients (31.8% were women) from 17 hospitals in Michigan between January 2002 and December 2003. PCI was offered in every case for various clinical presentations. They concluded that differences in mortality rates between men and women no longer exist after PCI. They also suggested that technological advancements have not completely offset the relationship between gender and adverse outcomes after PCI. All these studies included different clinical presentations of coronary artery disease with a mixed of ST- segment elevation myocardial infarction, Non ST-segment elevation myocardial infarction (NSTEMI), unstable and stable angina, a heterogeneity which could minimized a difference to some extent. PCI data about sex related differences are limited in the area of NSTE-ACS (non ST elevation-acute coronary syndrome), a growing subset of coronary artery disease with an annual incidence of hospital admission of 3 per 1000 inhabitants . Therefore, we aimed to compare the in-hospital outcome between men and women with NSTEMI only and treated with PCI.
Patients and data collection
The files of all consecutive patients admitted to our university hospital with the diagnosis of NSTEMI (code 410.7 from ICD-9) between January 1st 2006 and March 21st 2009 was retrospectively analyzed. The diagnosis of NSTEMI was made according to the classical criteria enacted by the 2007 Guidelines of the European Society of Cardiology  taking into account clinical data, ECG changes and raise of cardiac troponin I plasma level.
We collected from the medical files all administrative data: last name, first name, gender, date of birth, time to angioplasty, length of stay; the past medical history (cardiovascular and non cardiovascular); cardiovascular risk factors: body mass index, diabetes mellitus, hypertension, dyslipidemia, smoking habits, family history of premature cardiovascular disease and anxiety. The clinical characteristics (blood pressure, pulse pressure, heart rate, Killip class) were also noted as well as the biological data (hemoglobin, hematocrit, platelets count, hemostasis, higher plasma troponin as a surrogate of infarct size, B-type natriuretic peptide (BNP) or N Terminal pro-BNP, plasma glucose at entry, Glycated hemoglobin, CRP (C reactive protein), plasma creatinine from which glomerular filtration rate was derived from the Cockcroft formula ; ECG parameters (sinus rhythm or not and ST-T changes); left ventricular ejection fraction derived from 2-dimensional echocardiography  and the PCI procedure reports for the extension of the coronary artery disease, number of stents and all other procedure related specificities - e.g. number of coronary arteries treated, amount of contrast media administered. We also recorded the number of succeeded or failed procedures and all reported complications (cardiac, hemorrhagic, renal, embolic, infectious events) as well as death during the hospital stay. The appropriate GRACE likelihood for in-hospital death and complications [9, 10] and the CRUSADE bleeding score  were also entered. The ethical committee of our institution approved the study design and data collection.
Data are presented as median and inter quartile range, unless otherwise specified. The normality of the distribution of all continuous variables was checked using the D'Agostino and Pearson omnibus normality test. In case of non normal distribution, continuous data were compared using the Mann and Whitney test in case of unpaired values and with the Wilcoxon signed rank test in case of paired data. The time course of some continuous parameters was also assessed using a nonparametric ANOVA for repeated measures: the Friedman test with localization of differences by Dunn's multiple comparison test. Proportions were compared using the Chi-Square test with Fischer exact test if necessary after. The p value was considered significant if less than 0.05. The statistical power was calculated using a 'not significant' chi-square test comparing two proportions. All statistical analyses but one were performed using the PRISM package (Prism 4.0c and Statemate for Macintosh; GraphPad software Inc., USA). Logistic regression was performed with the Statview for Windows software (SAS Institute 1992-98; Version 5.0).
Men (N = 346)
Women (N = 133)
Total cholesterol (mg/dl)
LDL cholesterol (mg/dl)
HDL cholesterol (mg/dl)
Smoker (%) [current]
Family history (%)
Past history of cardiovascular diseases
Men(N = 346)
Women(N = 133)
Non-ischemic heart disease (%)
Ischemic heart disease (%)
Circumflex or 1st Marginal
Right coronary artery
Coronary Artery Bypass Grafting (%)
Circumflex or 1st Marginal
Right coronary artery
Atrial Fibrillation (%)
Peripheral Arterial Disease (%)
Venous thrombo-embolic diseases (%)
Pace Maker (%)
Clinical data at entry
Men (N = 346)
Women (N = 133)
Blood pressure (mmHg)
Right heart failure (%)
GRACE likelihood (In-hospital)
ECG changes in anterior leads only were similar in both groups. ECG changes in all lateral leads were more frequent in women (6.8% vs. 2.3%; p < 0.03) whereas ECG changes solely in inferior leads were more common in men (11.8% vs. 5.2%). Most of the patients had combined ECG changes: 53% of women and 47% of men - p = NS. One third of the women population and 33.5% of men had no ECG changes at entry without any statistical difference. These patients remained in the study on the basis of clinical presentation and elevation of plasma troponin I. One atrioventricular block was recorded at entry in each group. No difference was noted for the presence of atrial fibrillation on admission (6.1% in men and 7.5% in women; p = NS). Apart from isolated lateral and inferior leads concerning a few patients, no difference could be noted between the groups.
Biological data at entry
Men (N = 346)
Women (N = 133)
Platelets count (n*103/l)
Troponin I (μg/l)
Plasma glucose (g/l)
Glycated Hemoglobin (%)
Contrast use, CAD extent and PCI procedures
Men (N = 346)
Women (N = 133)
Ioxaglic acid (ml)
1-vessel disease (%)
2-vessel diseases (%)
3-vessel diseases (%)
Time interval to PCI (days)
Balloon angioplasty (%)
Thrombus aspiration (%)
Use of closure devices (%)
GPIIb/IIIa antagonists (%)
The extent of coronary artery disease was similar between genders. Though there was no sex related difference for time to PCI and type of procedure, a tendency to more bare metal stent placement in women was noted (Table 5). Glycoprotein IIb-IIIa antagonists were used in 22% of men and 20% of women without any difference. Closure devices were equally used between the groups: 83% of men and 81.5% of women (p = 0.69) (Table 4).
Left ventricular ejection fraction derived from 2-dimensional echocardiography after PCI was near normal and similar in both groups: 56%; IQR: 47 - 62 in women vs. 55%; IQR: 45 - 60 in men; p = NS). Length of stay was longer in women (median = 10 days; IQR: 5.5 - 17 vs. 7.5 days; IQR: 5 - 11; p < 0.01).
One hundred and thirty in-hospital complications were recorded: 90 in men and 40 in women. Thus 30% of women had experienced at least one complication as compared to 26% of men (p = NS).
The procedure was unsuccessful in 19 men and 11 women, but the difference was not significant (p = NS). In-hospital mortality was only 1.9% of the study population: 9 patients died (6 men and 3 women; p = NS). Among men, 1 died from a complete atrioventricular block, 2 from septic shock, 1 from cardiogenic shock and 2 from stent thrombosis. Among women, 1 died from severe congestive heart failure, 1 from septic shock and the last one from per procedure cardiac arrest. The septic shocks were all related to Staphylococcus Aureus. Nineteen patients presented severe hypotension requiring catecholamine support and 16 of them required transfer to the coronary care unit afterward (10 men vs. 9 women; p = NS). Two among these 19 collapses were a consequence of cardiac tamponade. All the others were related to severe congestive heart failure. The power of the study to detect a significant change of 0.04 between the groups is at least 80%.
Sixty-nine patients had a hemorrhagic event: 45 men and 24 women, p = NS. Most of the hemorrhagic events were confined to the femoral puncture point without gender difference: 17 women vs. 30 in men, p = NS. Other bleedings, including from gastrointestinal tract, were limited to a few patients (7 women vs. 15 men; p = NS). As a whole, hemoglobin loss was moderate: median value was -1.4 mg/dl; IQR = -2.2, -0.7 in women and -1.2 mg/dl; IQR = -2.1, -0.5 in men; p = NS). Only 39 patients (8% of the study population) were given blood transfusion without any sex related difference. As previously, the power of the study to detect a significant change of 0.10 between the groups for bleeding is at least 80%.
Men (N = 346)
Women (N = 133)
Intensive care unit transfer (%)
Counter pulsation intra aortic balloon (%)
Acute pulmonary edema (%)
Recurrent ischemia (%)
Stent thrombosis (%)
Arrhythmia/conduction disturbances (%)
Allergic reaction (%)
A logistic regression analysis taking into account sex, age, CRP, glomerular filtration rate, glycated hemoglobin, number of coronary vessel disease, pulse pressure, GRACE scores and CRUSADE score showed that the only independent predictive parameter was CRP (Chi-2 = 5.873; p = 0.0154). Some of these data were obviously correlated with age and sex (GRACE scores, CRUSADE score and Cockcroft formula). However, we wanted to include them in a first step in order to stress the strength of their relationship with the response variable and choose the best one. Afterward, the parameters remaining in the study were age, CRP, glycated hemoglobin, number of vessel disease, pulse pressure and sex. After removing from the model all variables but age, CRP and sex, because of significance level, we were left with 2 predictive variables: patients age: (Chi-2 = 13.141; p = 0.0003) and CRP (Chi-2 = 8.989; p = 0.0027) with a poor deviance goodness of fit as derived from its p-value (Chi-square = 499.044; p = 0.0212). After Splitting the result according to genders, this holds true for men: Chi-2 for age was 12.968 with a p value = 0.0003 and Chi-2 for CRP was 5.917 and p = 0.015. The deviance became not significant, suitable with a satisfactory Goodness of fit (deviance = 344.951; p = NS). In women, age was not significant anymore and CRP was of borderline significance (Chi-2: 3.562 and p < 0.06; deviance = 152.62; p = NS). However, keeping pulse pressure in the final model resulted in an increased weight for CRP in women: Chi-2 = 4.536 and p < 0.04 without noticeable change in men.
Our data showed no difference in outcome between men and women treated invasively for NSTEMI. The only parameters that matter are age and inflammation status, a possible reflection of a more advanced disease state. The problem of a worse outcome in women undergoing PCI has been underscored for a long time. In 1993, Bell and coworkers  reported a higher in-hospital and periprocedural mortality in women in a large sample of patients (n = 4071) after emergency PCI for STEMI, unstable angina or elective procedure for stable angina. In this study, genders were similar only for prior myocardial infarction and number of coronary vessel disease. All other variables were significantly different. They failed to find any strong relationship between female gender and outcome and came to the conclusion that their results could be more likely related to the severity of the underlying disease. Though their sample size was large, the population was heterogeneous and could have undermined their findings. Our data, obtained from a series of homogeneous patients are online with their conclusions. There is no obvious sex related effect per se explaining any difference in outcome. More recently, Mehilli and others  reported about a series of 1001 women and 3263 men treated with coronary stenting for symptomatic coronary artery disease in the nineties on an elective basis. They did not mention the in-hospital outcome but reported a higher 30-day event rate in female gender, though this difference had disappeared at 1 year. They acknowledged that some heterogeneousness in baseline characteristics could have explained their findings. Our data emphasize this aspect. When one can reduce the discrepancies between genders regarding most of the baseline characteristics, the outcome seems identical. The data reported by Malenka et al  referred to 33,666 patients having undergone PCI between 1994 and 1999. They had the basic concept that women were at higher risk for adverse outcomes after PCI. Though their female patients were older, had more diabetes, chronic obstructive pulmonary disease, renal failure, peripheral artery disease and heart failure, they found no sex related difference for post PCI coronary bypass grafting or myocardial infarction rate. They stated that the improvement in PCI techniques could explain their results. Even in a more contemporary era, PCI techniques are still improving and we cannot rule out such a possibility, as we could not analyze this aspect. However, the progress made during the study period that could account for our results are unlikely. There was just a trend to have more women implanted with bare-metal stents and the rate of drug-eluted stents was similar between genders. In no way the number of complications was influenced by the type of stent. The conclusion we made is also suggested by a recent study from Berger et al  who investigated the relationship between gender and 30-day mortality in acute coronary syndromes. The differences they found were largely explained by differences at presentation and severity of the coronary artery disease. Weintraub et al.  also reported a higher in-hospital mortality post PCI in women. However, in the multivariate analysis, the correlates of in-hospital death were by far the severity of the disease state whereas there was only a trend for female gender . Welty et al.  found no difference between genders for procedural outcome of PCI and both sex had a similar success rate in their study. Schuhlen et al.  also found that female gender had no excess risk for major adverse cardiac events after intracoronary stenting. Our data confirm that women fared as well as men for success rate after PCI for NSTEMI. Indeed, failing procedures were low in both groups.
Even though we found no sex related difference for outcomes, the women we studied were ten years older and had clearly more hypertension and a trend to lower rate of diabetes mellitus. They were less likely smokers. These features are well established not only in coronary artery disease but also in heart failure [15, 16] and reports dealing with gender related differences underlined these aspects . Therefore, such characteristics don't change our conclusion. In spite of a lower rate of diabetes mellitus, women appeared to have significantly higher plasma glucose and glycated hemoglobin, likely linked to a poorer control of their diabetes. Plasma glucose at entry is predictive of in-hospital mortality as stated by several studies [17–21]. Hence, the cutoff value of impaired fasting glucose defining the risk for worse outcome has been specified by Vergès et al.  to be above 110 mg/dl. In our study, we only considered plasma glucose on admission. No correlation was evidenced with outcomes. Though statistically different, the gap was weak and could account for the reported result. Neither plasma glucose at entry nor glycated hemoglobin remained after the multivariate analysis. Our data are corroborated by the paper from Vivas et al.  and from Suleiman et al.  who found that admission plasma glucose had no predictive value unlike the first fasting plasma glucose that was not analyzed in our study.
There are several scores for risk prediction at hospital entry, each of which facilitates patient management with ACS - GRACE , TIMI , PURSUIT  -. All these scores have a good predictive value to identify high-risk subsets of patients who will benefit most from myocardial revascularization performed during initial hospitalization . For this study we have chosen the in-hospital GRACE risk score which is widely used in the setting of NSTEMI and seems perhaps better than the equivalent TIMI score [28, 29]. We noticed that women had a significantly higher GRACE risk score for death and a trend to a greater likelihood for in-hospital complications. However, we failed to confirm this difference in the multivariate analysis either for death or for overall complications. The in-hospital mortality was in agreement with other reports . Such discrepancy has been stressed in the literature [24, 30]. Indeed, the predictive power of the GRACE score is well established. Nevertheless, it can be suboptimal is some cases and might require some recalibration as emphasized recently by Elbarouni et al. . We didn't find genders difference for hemorrhagic complications either. The recently reported CRUSADE score we used  has been validated in the NSTEMI setting. This score takes female gender into account as risk marker for bleeding and is online with various reported data. The higher CRUSADE likelihood we found in women could be related to the weight factor of female gender in CRUSADE. Another reason for discrepancy might be linked to the way we analyzed bleeds. In CRUSADE, bleeding definition is according to GUSTO whereas we included all bleeds. We cannot rule out the effect of the high use of closure device to explain the recorded data.
We recorded a worse renal function in women, the negative prognostic value of which has been re-emphasized recently . These authors  concluded from the large database of the SYNERGY trial, that chronic kidney disease derived from the estimated glomerular filtration rate was predictive of 30-day mortality, myocardial infarction and bleeding. We agree with this claim when age is not entered in our logistic model. Once this was done, estimated glomerular filtration rate retained no more value.
In our patients, we analyzed the inflammation status as various reports underscored the interest of doing so [33–36]. Considering the role of inflammation in the initiation, progression and destabilization of atheroma, the reported result is not surprising. Our data on CRP and prediction of complications including death in NSTEMI patients are in harmony with other results summarized by Blake and Ridker  and others [37, 38].
We studied a sample of NSTEMI according to the available guidelines. However, the sample size is small though comparable to others. Our study is from one site and included only 28% of female gender and was of retrospective nature. Though we do believe that female gender is not at higher risk for PCI in NSTEMI, more data are needed to draw final conclusion.
In spite of a higher risk profile in female as stated by various well-established parameters, female patients treated with PCI for Non STEMI have the same in-hospital course outcome than men. The only predictive variables for adverse events were age and inflammation status. This latter could be the expression of the stage of the underlying pathological process at least to some extent.
We thank Mrs. A. Decuenca, the secretary, for her valuable assistance.
- Bassand JP, Hamm CW, Ardissino D, Boersma E, Budaj A, Fernandez-Aviles F, Fox KAA, Hasdai D, Ohman M, Wallentin L, Wijns W: Management of Acute Coronary Syndromes (ACS) in patients presenting without persistent ST-elevation. Eur Heart J. 2005, 28: 1598-1660.Google Scholar
- Bell MR, Holmes DR, Berger PB, Garratt KN, Balley KR, Gersh BJ: The changing In-Hospital Mortality of Women Undergoing Percutaneous Transluminal Coronary Angioplasty. JAMA. 1993, 269: 2091-2095. 10.1001/jama.269.16.2091.View ArticlePubMedGoogle Scholar
- Mehilli J, Kastrati A, Dirschinger J, Bollwein H, Neumann FJ, Schömig A: Differences in Prognostic Factor and outcomes Between Women and Men Undergoing Coronary Artery Stenting. JAMA. 2000, 284: 1799-1805. 10.1001/jama.284.14.1799.View ArticlePubMedGoogle Scholar
- Malenka DJ, Wennberg DE, Quinton HA, O'Rourke DJ, McGrath PD, Shubrooks SJ, O'Connor GT, Ryan TJ, Robb JF, Kellett MA, Bradley WA, Hearne MA, Verlee PN, Watkins MW, Hettleman BD, Piper WD: Northern New England Cardiovascular Disease Study Group. Gender-related changes in the practice and outcomes of percutaneous coronary interventions in northern New England from 1994 to 1999. J Am Coll Cardiol. 2002, 40: 2092-2101. 10.1016/S0735-1097(02)02605-0.View ArticlePubMedGoogle Scholar
- Berger JS, Elliott L, Gallup D, Roe M, Granger CB, Armstrong PW, Simes RJ, White HD, Van de Werf F, Topol EJ, Hochman JS, Newby LK, Harrington RA, Califf RM, Becker RC, Douglas PS: Sex Differences in Mortality Following Acute Coronary Syndromes. JAMA. 2009, 302: 874-882. 10.1001/jama.2009.1227.View ArticlePubMedPubMed CentralGoogle Scholar
- Duvernoy CS, Smith DE, Manohar P, Schaefer A, Kline-Rogers E, Share D, McNamara R, Gurm HS, Moscucci M: Gender Differences in adverse outcomes after contemporary percutaneous coronary intervention: An analysis from the Blue Cross Blue Shield of Michigan Cardiovascular Consortium (BMC2) percutaneous coronary intervention registry. Am Heart J. 2010, 159: 677-683. 10.1016/j.ahj.2009.12.040.View ArticlePubMedGoogle Scholar
- Cockcroft DW, Gault MH: Prediction of creatinine clearance from serum creatinine. Nephron. 1976, 16: 31-41. 10.1159/000180580.View ArticlePubMedGoogle Scholar
- Guéret P, Corday E: Etude quantitative de la fonction ventriculaire gauche par l'échocardiographie bidimensionnelle. Arch Mal Cœur. 1981, 74: 329-336.PubMedGoogle Scholar
- GRACE investigators: Rationale and design of the GRACE (Global Registry of Acute Coronary Events) project: a multinational registry of patients hospitalized with acute coronary syndromes. Am Heart J. 2001, 141: 190-199. 10.1067/mhj.2001.112404.View ArticleGoogle Scholar
- Fox KA, Goodman SG, Klein W, Brieger D, Steg PG, Dabbous O, Avezum A: Management of acute coronary syndromes. Variations in practice and outcome; findings from the Global Registry of Acute Coronary Events (GRACE). Eur Heart J. 2002, 23: 1177-1189. 10.1053/euhj.2001.3081.View ArticlePubMedGoogle Scholar
- Subherwal S, Bach RG, Chen AY, Gage BF, Rao SV, Newby LK, Wang TY, Gibler WB, Ohman EM, Roe MT, Pollack CV, Peterson ED, Alexander KP: Baseline Risk of Major Bleeding in Non-ST-Segment-Elevation Myocardial Infarction. The CRUSADE ( Can Rapid risk stratification of Unstable angina patients Suppress Adverse outcomes with Early implementation of the ACC/AHA guidelines) Bleeding Score. Circulation. 2009, 119: 1873-1882. 10.1161/CIRCULATIONAHA.108.828541.View ArticlePubMedPubMed CentralGoogle Scholar
- Weintraub WS, Wenger NK, Kosinski AS, Douglas JS, Liberman HA, Morris DC, King SB: Percutaneous transluminal coronary angioplasty in women compared with men. J Am Coll Cardiol. 1994, 24: 81-90. 10.1016/0735-1097(94)90545-2.View ArticlePubMedGoogle Scholar
- Welty FK, Mittleman MA, Healy RW, Muller JE, Shu Brooks SJ: Similar results of percutaneous transluminal coronary angioplasty for women and men with post myocardial infarction ischemia. J Am Coll Cardiol. 1994, 35-39. 10.1016/0735-1097(94)90499-5. 23Google Scholar
- Schuhlen H, Kastrati A, Dirschinger J, Hausleiter J, Elezi S, Wehinger A, Pache J, Hadamitzky M, Schömig A: Intracoronary stenting and risk for major adverse cardiac events during the first month. Circulation. 1998, 98: 104-111.View ArticlePubMedGoogle Scholar
- Rosamond W, Flegal K, Furie K, Greenlund K, Haase N, Hailpern SM, Ho M, Howard V, Kissela B, Kittner S, Lloyd-Jones D, McDermott M, Meigs J, Moy C, Nichol G, O'Donnell C, Roger V, Sorlie P, Steinberger J, Thom T, Wilson M, Hong Y: Heart disease and stroke statistics--2008 update: a report from the American Heart Association statistics Committee and Stroke Statistics Subcommittee. Circulation. 2008, 117: 125-146.Google Scholar
- Nieminen MS, Harjola VP, Hochadel M, Drexler H, Komajda M, Brutsaert D, Dickstein K, Ponikowski P, Tavazzi L, Follath F, Lopez-Sendon JL: Gender related differences in patients presenting with acute heart failure. Results from EuroHeart Failure Survey II. Eur J Heart Fail. 2008, 10: 140-148. 10.1016/j.ejheart.2007.12.012.View ArticlePubMedGoogle Scholar
- Rioufol G, Zeller M, Oudot A, L'Huillier I, Buffet P, Beer JC, Verges B, Wolf JE, Rochette L, Cottin Y: Predictive value of glycemia in acute coronary syndromes. Arch Mal Coeur Vaiss. 2004, 97 (suppl 3): 47-50.PubMedGoogle Scholar
- Monteiro S, Antonio N, Goncalves F, Monteiro P, Freitas M, Providencia LA: Glycemia at admission: the metabolic echocardiography in acute coronary syndrome patients. Eur J Cardiovasc Prev Rehabil. 2009, 16: 164-168. 10.1097/HJR.0b013e328323ad75.View ArticlePubMedGoogle Scholar
- Rocha S, Nabais S, Magalhaes S, Salgado A, Azevedo P, Marques J, Torres M, Pereira MA, Correia A: Admission glycemia: a predictor of death after acute coronary syndrome in non-diabetic patients?. Rev Port Cardiol. 2007, 26: 1367-1377.PubMedGoogle Scholar
- Hsu CW, Chen HH, Sheu WHH, Chu SJ, Shen YS, Wu CP, Chien KL: Initial Serum Glucose Level as a Prognostic Factor in the First Acute Myocardial Infarction. J Ann Emerg Med. 2006, 49: 618-626. 10.1016/j.annemergmed.2006.10.023.View ArticleGoogle Scholar
- Mudespacher D, Radovanovic D, Camenzind E, Essig M, Bertel O, Erne P, Eberli FR, Gutzwiller F: Admission glycaemia and outcome patients with acute coronary syndrome. Diabetes and Vascular Disease Research. 2007, 4: 346-352. 10.3132/dvdr.2007.063.View ArticlePubMedGoogle Scholar
- Vergès B, Zeller M, Dentan G, Beer JC, Laurent Y, Janin-Manificat L, Makki H, Wolf JE, Cottin Y: Impact of fasting glycemia on short-term prognosis after acute myocardial Infarction. J Clin Endocrinol Metab. 2007, 92: 2136-2140. 10.1210/jc.2006-2584.View ArticlePubMedGoogle Scholar
- Vivas D, Garcia-Rubira JC, Gonzalez-Ferrer JJ, Nunez-Gil I, Del P, Fernandez-Ortiz A, Macaya C: Valor pronostico de la primera glucemia en ayunas en comparacion con la glucemia al ingreso en pacientes con sindrome coronario agudo. Rev Esp Cardiol. 2008, 61: 458-464.View ArticlePubMedGoogle Scholar
- Suleiman M, Hammerman H, Boulos M, Kapeliovich MR, Suleiman A, Agmon Y, Markiewicz W, Aronson D: Fasting glucose is an important independent risk factor for 30-day mortality in patients with acute myocardial infarction. Circulation. 2005, 111: 754-60. 10.1161/01.CIR.0000155235.48601.2A.View ArticlePubMedGoogle Scholar
- Antman EM, Cohen M, Bernink PJLM, McCabe CH, Horacek T, Papuchis G, Mautner B, Corbalan R, Radley D, Braunwald E: The TIMI risk score for unstable angina/non-ST elevation MI. JAMA. 2000, 284: 835-842. 10.1001/jama.284.7.835.View ArticlePubMedGoogle Scholar
- Yan AT, Jong P, Yan RT, Fitchett D, Chow CM, Roe MT, Pieper KS, Langer A, Goodman SG, Canadian Acute Coronary Syndromes Registry: Clinical trial-derived risk model may not generalize to real-world patients with acute coronary syndrome. Am Heart J. 2004, 148: 1020-1027. 10.1016/j.ahj.2004.02.014.View ArticlePubMedGoogle Scholar
- Boersma E, Pieper KS, Steyerberg EW, Wilcox RG, Chang WC, Lee KL, Akkerhuis KM, Harrington RA, Deckers JW, Armstrong PW, Lincoff AM, Califf RM, Topol EJ, Simoons ML, for the PURSUIT investigator: Predictors of outcome in patients with acute coronary syndromes without persistent ST-segment elevation: results from an international trial of 9461 patients. Circulation. 2000, 101: 2557-2567.View ArticlePubMedGoogle Scholar
- De Araujo Goncalves P, Ferreira J, Agular C, Seabra-Gomes R: TIMI, PURSUIT, and GRACE risk scores: sustained prognostic value and interaction with revascularization in NSTE-ACS. Eur Heart J. 2005, 26: 865-872. 10.1093/eurheartj/ehi187.View ArticlePubMedGoogle Scholar
- Bradshaw PJ, Ko DT, Newman AM, Donovan LR, Tu JV: Validity of the GRACE (Global Registry of Acute Coronary Events) acute coronary syndrome prediction model for six month post-discharge death in an independent data set. Heart. 2006, 92: 905-909. 10.1136/hrt.2005.073122.View ArticlePubMedGoogle Scholar
- Yan AT, Yan RT, Tan M, Casanova A, Labinaz M, Sridhar K, Fitchett DH, Langer A, Goodman SG: Risk scores for risk stratification in acute coronary syndromes: useful but simpler is not necessarily better. Eur Heart J. 2007, 28: 1072-1078. 10.1093/eurheartj/ehm004.View ArticlePubMedGoogle Scholar
- Elbarouni B, Goodman SG, Yan RT, Welsh RC, Kornder JM, Deyoung JP, Wong GC, Rose B, Grondin FR, Gallo R, Tan M, Casanova A, Eagle KA, Yan AT, Canadian Global Registry of Acute Coronary Events (GRACE/GRACE(2)) Investigators: Validation of the Global Registry of Acute Coronary Event (GRACE) risk score for in-hospital mortality in patients with acute coronary syndrome in Canada. Am Heart J. 2009, 158 (3): 392-399. 10.1016/j.ahj.2009.06.010.View ArticlePubMedGoogle Scholar
- Spinler SA, Mahaffey KW, Gallup D, Levine GN, Ferguson JJ, Rao SV, Gallo R, Ducas J, Goodman SG, Antman E, White HD, Biasucci L, Becker RC, Col JJ, Cohen M, Harrington RA, Califf RM, for the SYNERGY trial Investigator: Relationship between renal function and outcomes in high-risk patients with non-ST-segment elevation acute coronary syndromes: Results from SYNERGY. Int J Cardiol. 2009Google Scholar
- Ridker PM, Cushman M, Stampfer MJ, Tracy RP, Hennekens CH: Inflammation, aspirin, and the risk of cardiovascular disease in apparently healthy men. N Engl J Med. 1997, 336: 973-979. 10.1056/NEJM199704033361401.View ArticlePubMedGoogle Scholar
- Ridker PM, Hennekens CH, Buring JE, Rifai N: C-reactive protein and other markers of inflammation in the prediction of cardiovascular disease in women. N Engl J Med. 2000, 342: 836-843. 10.1056/NEJM200003233421202.View ArticlePubMedGoogle Scholar
- Blake GJ, Ridker PM: Inflammatory biomarkers and cardiovascular risk prediction. J Intern Med. 2002, 252: 283-294. 10.1046/j.1365-2796.2002.01019.x.View ArticlePubMedGoogle Scholar
- Pai JK, Pischon T, Ma J, Manson JE, Hankinson SE, Joshipura K, Curhan GC, Rifai N: Inflammatory markers and the risk of coronary heart disease in men and women. N Engl J Med. 2004, 351: 2599-2610. 10.1056/NEJMoa040967.View ArticlePubMedGoogle Scholar
- Nakhai-Pour HR, Grobbee DE, Bots ML, Muller M, van der Schouw YT: C-reactive protein and aortic stiffness and wave reflection in middle-aged and elderly men from the community. J Hum Hypert. 2007, 21: 949-955. 10.1038/sj.jhh.1002255.View ArticleGoogle Scholar
- Mattace-Raso FUS, van der Cammen TJM, van der Meer IM, Schalekamp MADH, Asmar R, Hofman A, Witteman JCM: C-reactive protein and arterial stiffness in older adults: the Rotterdam Study. Atherosclerosis. 2004, 176: 111-116. 10.1016/j.atherosclerosis.2004.04.014.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2261/10/31/prepub
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