Skip to main content

ORIGINAL RESEARCH article

Front. Endocrinol., 01 March 2019
Sec. Clinical Diabetes
This article is part of the Research Topic Sex and Gender Aspects in Diabetes View all 7 articles

A Sex-Specific Analysis of the Predictive Value of Troponin I and T in Patients With and Without Diabetes Mellitus After Successful Coronary Intervention

\r\nMichael Leutner&#x;Michael Leutner1Maximilian Tscharre,&#x;Maximilian Tscharre2,3Serdar Farhan,Serdar Farhan2,4Hossein Taghizadeh WaghefiHossein Taghizadeh Waghefi1Jürgen HarreiterJürgen Harreiter1Birgit VogelBirgit Vogel2Ioannis TentzerisIoannis Tentzeris2Thomas SzekeresThomas Szekeres5Monika Fritzer-SzekeresMonika Fritzer-Szekeres5Kurt HuberKurt Huber2Alexandra Kautzky-Willer*Alexandra Kautzky-Willer1*
  • 1Department of Internal Medicine III, Clinical Division of Endocrinology and Metabolism, Unit of Gender Medicine, Medical University of Vienna, Vienna, Austria
  • 23rd Medical Department, Cardiology and Intensive Care Medicine, Wilhelminenhospital, Vienna, Austria
  • 3Institute for Cardiometabolic Diseases, Karl Landsteiner Society, St. Poelten, Austria
  • 4Icahn School of Medicine at Mount Sinai, The Zena and Michael A. Wiener Cardiovascular Institute, New York, NY, United States
  • 5Department of Medical-Chemical Laboratory Analysis, Medical University of Vienna, Vienna, Austria

Background: Elevated levels of troponin are associated with future major adverse cardiac events (MACE). Data on the prognostic value of high sensitive troponin T (hs-TnT) compared to high sensitive troponin I (hs-TnI) in diabetic and non-diabetic patients are sparse.

Methods: We analyzed patients of a single-center registry undergoing coronary stenting between 2003 and 2006. As a primary endpoint we assessed MACE, a composite of cardiovascular death, nonfatal myocardial infarction and nonfatal stroke according to sex and diabetes status using log-rank. As a second endpoint, we assessed the prognostic impact of hs-TnT and hs-TnI on MACE, adjusting for known confounders using Cox regression analysis.

Results: Out of 818 investigated patients, 267 (32.6%) were female. Diabetes mellitus type 2 (T2DM) was diagnosed in 206 (25.2%) patients.

After a mean follow-up of 6.6 ± 3.7 years, MACE occurred in 235 (28.7%) patients. The primary endpoint components of cardiovascular death occurred in 115 (14.1%) patients, MI in 75 (9.2%), and ischemic stroke in 45 (5.5%). Outcomes differed significantly according to sex and diabetes status (p = 0.003). In descending order, MACE rates were as follows: female diabetic patients (40.8%), female non-diabetic patients (32.7%), male diabetic patients (28.9%), and male non-diabetic patients (24.8%). Additionally, females with diabetes were at higher risk of cardiovascular death compared to diabetic men (28 vs. 15%). Hs-TnI (HR 1.477 [95% CI 1.100–1.985]; p = 0.010) and hs-TnT (HR 1.615 [95%CI 1.111–2.348]; p = 0.012) above the 99th percentile were significantly associated with MACE. Both assays showed tendency toward association with MACE in all subgroups.

Conclusion: Diabetic patients, particularly females, with known coronary artery disease had a higher risk of subsequent MACE. Both, hs-TnI and hs-TnT significantly correlated with MACE.

Introduction

Diabetes has been shown to be a major risk factor for adverse outcomes in patients with and without known coronary artery disease (CAD) (13). Also, female sex has been shown to be associated with worse outcomes compared to its male counterparts (4, 5).

Troponin T (TnT) and I (TnI) are unique markers of myocardial damage and necrosis, as both are expressed only in myocardial cells (6, 7). The use of troponin in the diagnosis of acute coronary syndrome (ACS) is well-established, and particularly the introduction of high-sensitivity troponin-assays has further improved the diagnosis of ACS (69). Adjacent to the clinical importance of troponin in the diagnosis of ACS, cardiac troponin is significantly related to subsequent major adverse cardiovascular events (MACE) (913). Similar findings have been shown for patients with stable CAD (SCAD), in which elevated levels of troponin were related to long-term MACE, although the mechanism of chronic troponin elevation in SCAD is still matter of debate (14). Chronic troponin elevations in SCAD patients are related to atherosclerotic plaque burden detected by CT scan and may reflect ongoing silent myocardial injury (15). Also, chronic troponin elevations may reflect silent rupture of non-calcified plaques and microembolization (16).

Estrogens have protective effects on the cardiovascular system (17), however this effect disappears in diabetic women. Diabetic women have been shown to be at higher risk of developing coronary heart disease (5) and are characterized by a worse cardiovascular risk profile (18). Especially elevated hs-TnI levels were shown to be significantly related to MACE, heart failure (HF), myocardial infarction (MI), and cardiovascular mortality in diabetic patients (19). However, there are also controversial data reporting a missing link between the levels of TnT and the prediction of future adverse outcomes in diabetic patients (20). To the best of our knowledge, to date there has been no direct comparison of hs-TnI and hs-TnT in giving prognostic information for diabetic men and women.

We therefore sought to assess the risk of MACE in (1) ACS and (2) SCAD patients according to gender and diabetes status undergoing percutaneous coronary intervention (PCI). Moreover, we wanted to compare the prognostic value of hs-TnT and hs-TnI with regards to clinical outcomes in diabetic and non-diabetic patients.

Methods

Study Population

We analyzed patients from a prospective single-center registry undergoing PCI and stenting between January 2003 and December 2006. Summarized, diagnosis of ACS or SCAD was established according to the guidelines effective at that time. ACS patients presented either with persistent ST-segment elevation myocardial infarction (STEMI) or non ST-elevation acute coronary syndromes (NSTE-ACS). SCAD was defined according to positive ischemia testing (treadmill examination, dobutamine stress echocardiography or single-photon-emission computed tomography). Stent type, antithrombotic regimen and secondary-prevention therapy were at the discretion of the treating interventionist. Laboratory results, clinical characteristics, cardiovascular risk factors, comorbidities, coronary morphology, and medication at hospital discharge were collected for all patients. Diabetes mellitus type 2 was diagnosed with the medical history of the patients, including antidiabetic medication.

Patients in whom PCI was not successful and those not residing in the Vienna metropolitan area were excluded from the present analysis. The present study complies with the Declaration of Helsinki of 1975 and was approved by the local ethics committee for human subjects of vienna (EK 10-046-VK_NZ). Written informed consent was obtained from all included subjects.

Detection of Troponin

Blood samples for the detection of troponin I (Abbott Core Laboratories) and T (Roche) were collected right before coronary angiography, centrifuged immediately after collection and stored at −80°C until measurement. Hs-TnI and hs-TnT were measured using the commercially available assays of Abbott and Roche. The upper reference limit (99th centile) was determined by the manufacturers as 26 ng/L (hs-TnI) and 14 ng/L (hs-TnT).

Clinical Outcomes

The endpoint of interest was MACE defined as a composite of cardiovascular death, non-fatal MI and non-fatal ischemic stroke. Regional and national databases were used to ensure complete follow-up for the entire study population.

Mortality data for all patients were obtained from the Statistics Austria Institute. The Statistics Austria Institute is an independent and non-profit federal public institution supporting scientific services. Data on recurrent myocardial infarction or ischemic stroke was obtained using the common Vienna regional hospital database system.

Statistics

All continuous variables following normal distribution are expressed as mean ± standard deviation (SD) and all variables not following normal distribution were described as median (interquartile range [IQR]). Variables were tested for normal distribution using the Kolmogorov-Smirnov-Liliefors test. Categorical variables are expressed as numbers and percentages. Continuous variables were compared by either ANOVA or the Kruskal-Wallis-H-test, as appropriate. χ2-tests were performed for categorical variables.

Survival curves [all patients, ACS patients, stable coronary artery disease (SCAD) patients] were calculated using the Kaplan-Meier method and compared using the log-rank test. Cox proportional hazard models were applied in order to assess the prognostic impact of hs-TnT and hs-TnI on long-term MACE, adjusting for known confounders (age, sex, body-mass index, systolic blood pressure, cholesterol, HbA1c, smoking, heart failure, eGFR). We tested the proportional hazard assumption for all covariates using Schoenfeld residuals (overall test) and the scaled Schoenfeld residuals (variable-by-variable testing). According to the tests the proportional hazards assumption was not violated.

All statistical analyses were performed with SPSS 21.0 (SPSS Inc., Chicago, IL, USA), and R 3.4.0 (http://www.r-project.org). All statistical tests were 2-tailed, and a p < 0.05 was required for statistical significance.

Results

Patient Population

Out of 818 investigated patients, 267 (32.6%) were female. 395 (48.3%) patients presented with SCAD. Baseline characteristics, laboratory findings, procedural details and medication at hospital discharge are listed in Table 1, stratified according to sex and diabetes status. T2DM was diagnosed in 206 (25.2%) patients. Patients with T2DM were characterized by higher body mass index (BMI) and glucose profiles. In univariate correlation analyses hs-TnI levels were significantly associated with hs-TnT (R = 0.878, p < 0.001).

TABLE 1
www.frontiersin.org

Table 1. Baseline characteristics of the study population, N = 818.

Sex-specific differences between female and male diabetic patients:

Female diabetic patients were older, had higher hs-TnT levels and a higher occurrence of an ACS when compared to male diabetic patients. Additionally they were characterized by unfavorable glucose profiles when compared to male diabetic patients (e.g., higher glucose and HbA1c levels). As shown in Table 1, females with diabetes were at higher risk of MACE when compared to male diabetic patients (41 vs. 29%) and had a higher risk of cardiovascular death (28 vs. 15%).

Outcome Analysis

Total Patient Cohort

After a mean follow-up of 6.6 ± 3.7 years, MACE occurred in 235 (28.7%) patients. The primary endpoint components of cardiovascular death occurred in 115 (14.1%) patients, MI in 75 (9.2%), and ischemic stroke in 45 (5.5%). As depicted in Figure 1, outcomes differed significantly according to sex and diabetes status (p = 0.003). In descending order, MACE rates were as follows: female diabetic patients (40.8%), female non-diabetic patients (32.7%), male diabetic patients (28.9%), and male non-diabetic patients (24.8%). Hs-TnI (HR 1.477 [95% CI 1.100–1.985]; p = 0.010) and hs-TnT (HR 1.615 [95%CI 1.111–2.348]; p = 0.012) above the 99th percentile were significantly associated with MACE. Both hs-troponin assays showed a tendency toward association with future MACE in all subgroups, as shown in Table 2. Both models including all variables entered into the model are depicted in Table 3.

FIGURE 1
www.frontiersin.org

Figure 1. Kaplan-Maier survival curve for all patients stratified according to sex and diabetes status.

TABLE 2
www.frontiersin.org

Table 2. Association using the 99th percentile of hs-TnT and hs-TnI with long-term MACE adjusted for confounders.

TABLE 3
www.frontiersin.org

Table 3. Predictors of long-term composite MACE.

ACS Patients

In the ACS cohort, 136 (16.6%) patients suffered from MACE. From these, 65 (7.9%) were classified as cardiovascular death, 47 (5.7%) as non-fatal MI and 24 (2.9%) as non-fatal stroke or TIA. As shown in Figure 2, outcomes differed significantly according to sex and diabetes status (p = 0.0019). Neither, hs-TnI (HR 1.001 per 100 ng/l increase [95%CI 1.000–1.002]; p = 0.100) nor hs-TnT (HR 1.007 per 100 ng/l increase [95%CI 1.000–1.015]; p = 0.066) were significantly associated with MACE.

FIGURE 2
www.frontiersin.org

Figure 2. kaplan-Maier survival curve of ACS-patients stratified according to sex and diabetes status.

SCAD Patients

In the SCAD cohort, 99 (12.1%) patients suffered from MACE, attributable to 50 (6.1%) with cardiovascular death, 28 (3.4%) with non-fatal MI and 21 (2.6%) with non-fatal stroke. As demonstrated in Figure 3, there were no significant differences according to sex and diabetes status (p = 0.54). In SCAD patients, neither hs-TnI (HR 1.001 per 100 ng/l increase [95%CI 0.994–1.007]; p = 0.889) nor hs-TnT (HR 0.999 per 100ng/l increase [95%CI 0.920–1.067]; p = 0.804) were significantly associated with MACE.

FIGURE 3
www.frontiersin.org

Figure 3. Kaplan-Maier survival curve of SCAD patients stratified accordong to sex and diabetes status.

Discussion

In our study cohort, diabetic patients with CAD undergoing PCI, particularly females, had a higher risk of subsequent MACE over the course of a median of 6.6 years compared to their non-diabetic counterparts. Especially female diabetic patients were at higher risk of developing the single end point of cardiovascular death when compared to diabetic men.

Moreover, to the best of our knowledge, this is the first study to investigate potential prognostic differences of two distinct troponin assays comparing patients with and without T2DM, hs-TnT, and hs-TnI. Both assays were significantly associated with MACE and showed a tendency toward association with MACE in all subgroups, although did not reach statistical significance, assumedly due to the small sample size.

Diabetes has been shown to be a major risk factor for adverse outcomes in patients with and without known coronary artery disease (1–3). Also, the female sex has been shown to be associated with worse outcomes in cohorts with either high risk for CAD or overt CAD compared to its male counterparts (4, 5). In consequence, in our cohort female diabetic patients were most prone to suffer from subsequent cardiovascular events compared to the other subgroups. Similar results have been published previously by Peters and Huxley, who demonstrated a 44% greater risk of diabetic women to develop CAD and 46% greater risk for cardiovascular death compared to diabetic men (5). Also, a recently published register-based cohort study presented that women with type 1 diabetes are at higher risk of developing CAD and have a higher mortality rate when compared to male patients with type 1 diabetes. Therefore, Rawshani et al. stated that it is important to reduce the risk profile in type 1 diabetic women, including smoking cessation, glycaemic control, and control of blood pressure and lipid parameters in order to extend life expectancy and to reduce the sex-specific differences in major adverse cardiac events in type 1 diabetic patients (21). Thus, our results also showed that women with T2DM are at higher risk of MACE and cardiovascular death when compared to men with T2DM. Several biological and healthcare system-related factors might explain these sex-specific differences concerning the adverse outcomes in female patients. In earlier studies, post-menopausal women in particular have been shown to have an increased risk of cardiovascular mortality (22). This is most likely due to the loss of estrogen-driven athero-protective effects, an impact which is even more pronounced in presence of T2DM (17). Additionally it has been demonstrated that diabetic women have an increase in endothelin-1 and oxidative stress, known factors related to enhanced atherosclerosis and thrombotic risk. Diminished collateral vessel development has also been described in women with T2DM (23). Moreover, the incidence of atypical symptoms of CAD is higher in women compared to men, leading to delays in diagnosis and treatment of CAD, known effectors of adverse outcomes, particularly in the case of ACS (24, 25). Furthermore, during coronary intervention women have higher risk of bleeding complications (26, 27). Also, poorer risk factor control, i.e., in case of arterial hypertension, compared to male patients has been reported (28). In patients with acute chest pain, TnI or TnT are established markers for diagnosing ACS (8). Both molecules are components of the contractile apparatus of cardiomyocytes with unique functions. Traditionally, TnT and TnI have been considered markers of myocardial necrosis, but recent studies have also shown small levels circulating in patients with SCAD (29). Studies suggest that factors influencing chronic troponin elevation may differ between hs-TnT and hs-TnI and describe only a moderate correlation between these assays (30). In order to further enhance early diagnosis of ACS, high-sensitivity assays have been introduced, even allowing detection of very low levels of circulating troponin (9, 31). Further, detectable levels of these hs-Tn assays have been shown to be associated with adverse outcomes not only in ACS but also in SCAD (30). Albeit being associated with adverse outcomes, the introduction of hs-assays in ACS populations have so far not led to an additional reduction of adverse outcomes when compared with the contemporary assays (13).

Little is known about potential differences in chronic release and degradation patterns with possible prognostic impact, particularly in the field of diabetes. To the best to our knowledge, we are the first to compare possible sex-specific differences of hs-TnT and hs-TnI on prognostic impact in patients with or without diabetes and known CAD. We demonstrate that although overall not significant, both assays at least showed a tendency toward association with MACE. Recently, Everett et al. investigated the prognostic impact of cardiovascular outcomes in diabetic women without CAD and could demonstrate that hs-TnT is effective in providing prognostic information on CVD events (10). Other studies which investigated diabetic patients without CAD also showed that hs-TnI is a robust predictor of clinical outcomes and demonstrated that increased levels of hs-TnI are related to an increased risk of MACE, heart failure and cardiovascular mortality in diabetic patients (11). However, as we only included patients with known CAD undergoing PCI, the comparability is limited.

Limitations

The present investigation should be interpreted with the following limitations in mind: in order to reduce heterogeneity in our cohort these results were derived from a single-center patient population undergoing PCI. Therefore, our results cannot be extrapolated to patients with CAD treated medically or with failed PCI and those who underwent surgical revascularization. Furthermore, both assays were investigated at a single time-point during index hospitalization before stent implantation. Temporal changes after PCI and, moreover, initiation of antiplatelet therapy might have influenced our results. Finally, the diagnosis of diabetes was evaluated using the medical history and not by oral glucose tolerance test and no data on diabetes duration are available.

Conclusion

Diabetic patients, particularly female patients, with known coronary artery disease had a higher risk for subsequent MACE over the course of a median of 6.6 years compared to their non-diabetic counterparts. Overall both, hs-TnI and hs-TnT significantly correlated with MACE. Especially the results of the present study which showed that women with T2DM are at higher risk of MACE and cardiovascular death when compared to men with T2DM, have clinical relevance. Therefore, especially the high risk population of T2DM diabetic women should be screened more commonly and the risk profiles, including lipid parameters, glycaemic control or arterial hypertension should be treated more strictly and in accordance with the guidelines.

Author Contributions

ML, MT, and SF performed statistical analysis and calculations. ML and MT wrote the manuscript. All authors reviewed and edited the manuscript.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

1. Mathew V, Gersh BJ, Williams BA, Laskey WK, Willerson JT, Tilbury RT, et al. Outcomes in patients with diabetes mellitus undergoing percutaneous coronary intervention in the current era: a report from the Prevention of REStenosis with Tranilast and its Outcomes (PRESTO) trial. Circulation. (2004) 109:476–80. doi: 10.1161/01.CIR.0000109693.64957.20

PubMed Abstract | CrossRef Full Text | Google Scholar

2. De Luca G, Dirksen MT, Spaulding C, Kelbaek H, Schalij M, Thuesen L, et al. Impact of diabetes on long-term outcome after primary angioplasty: insights from the DESERT cooperation. Diabetes Care. (2013) 36:1020–5. doi: 10.2337/dc12-1507

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Donahoe SM, Stewart GC, McCabe CH, Mohanavelu S, Murphy SA, Cannon CP, et al. Diabetes and mortality following acute coronary syndromes. JAMA. (2007) 298:765–75. doi: 10.1001/jama.298.7.765

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Berger JS, Elliott L, Gallup D, Roe M, Granger CB, Armstrong PW, et al. Sex differences in mortality following acute coronary syndromes. JAMA. (2009) 302:874–82. doi: 10.1001/jama.2009.1227

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Peters SA, Huxley RR, Woodward M. Diabetes as risk factor for incident coronary heart disease in women compared with men: a systematic review and meta-analysis of 64 cohorts including 858,507 individuals and 28,203 coronary events. Diabetologia. (2014) 57:1542–51. doi: 10.1007/s00125-014-3260-6

PubMed Abstract | CrossRef Full Text | Google Scholar

6. Shah AS, Griffiths M, Lee KK, McAllister DA, Hunter AL, Ferry AV, et al. High sensitivity cardiac troponin and the under-diagnosis of myocardial infarction in women: prospective cohort study. BMJ. (2015) 350:g7873. doi: 10.1136/bmj.g7873

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Keller T, Zeller T, Peetz D, Tzikas S, Roth A, Czyz E, et al. Sensitive troponin I assay in early diagnosis of acute myocardial infarction. N Engl J Med. (2009) 361:868–77. doi: 10.1056/NEJMoa0903515

PubMed Abstract | CrossRef Full Text | Google Scholar

8. Thygesen K, Alpert JS, Jaffe AS, Simoons ML, Chaitman BR, White HD, et al. Third universal definition of myocardial infarction. Eur Heart J. (2012) 33:2551–67. doi: 10.1093/eurheartj/ehs184

PubMed Abstract | CrossRef Full Text

9. Odqvist M, Andersson PO, Tygesen H, Eggers KM, Holzmann MJ. High-sensitivity troponins and outcomes after myocardial infarction. J Am Coll Cardiol. (2018) 71:2616–24. doi: 10.1016/j.jacc.2018.03.515

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Everett BM, Cook NR, Magnone MC, Bobadilla M, Kim E, Rifai N, et al. Sensitive cardiac troponin T assay and the risk of incident cardiovascular disease in women with and without diabetes mellitus: the Women's Health Study. Circulation. (2011) 123:2811–8. doi: 10.1161/CIRCULATIONAHA.110.009928

PubMed Abstract | CrossRef Full Text | Google Scholar

11. Yiu KH, Lau KK, Zhao CT, Chan YH, Chen Y, Zhen Z, et al. Predictive value of high-sensitivity troponin-I for future adverse cardiovascular outcome in stable patients with type 2 diabetes mellitus. Cardiovasc Diabetol. (2014) 13:63. doi: 10.1186/1475-2840-13-63

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Haaf P, Reichlin T, Twerenbold R, Hoeller R, Rubini Gimenez M, Zellweger C, et al. Risk stratification in patients with acute chest pain using three high-sensitivity cardiac troponin assays. Eur Heart J. (2014) 35:365–75. doi: 10.1093/eurheartj/eht218

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Shah ASV, Anand A, Strachan FE, Ferry AV, Lee KK, Chapman AR, et al. High-sensitivity troponin in the evaluation of patients with suspected acute coronary syndrome: a stepped-wedge, cluster-randomised controlled trial. Lancet. (2018) 392:919–28. doi: 10.1016/S0140-6736(18)31923-8

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Eisen A, Bonaca MP, Jarolim P, Scirica BM, White HD, Tendera M, et al. High-sensitivity troponin I in stable patients with atherosclerotic disease in the TRA 2 degrees P - TIMI 50 Trial. Clin Chem. (2017) 63:307–15. doi: 10.1373/clinchem.2016.264788

PubMed Abstract | CrossRef Full Text | Google Scholar

15. Laufer EM, Mingels AM, Winkens MH, Joosen IA, Schellings MW, Leiner T, et al. The extent of coronary atherosclerosis is associated with increasing circulating levels of high sensitive cardiac troponin T. Arterioscler Thromb Vasc Biol. (2010) 30:1269–75. doi: 10.1161/ATVBAHA.109.200394

PubMed Abstract | CrossRef Full Text | Google Scholar

16. Korosoglou G, Lehrke S, Mueller D, Hosch W, Kauczor HU, Humpert PM, et al. Determinants of troponin release in patients with stable coronary artery disease: insights from CT angiography characteristics of atherosclerotic plaque. Heart. (2011) 97:823–31. doi: 10.1136/hrt.2010.193201

PubMed Abstract | CrossRef Full Text | Google Scholar

17. Mendelsohn ME, Karas RH. The protective effects of estrogen on the cardiovascular system. N Engl J Med. (1999) 340:1801–11. doi: 10.1056/NEJM199906103402306

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Kautzky-Willer A, Kamyar MR, Gerhat D, Handisurya A, Stemer G, Hudson S, et al. Sex-specific differences in metabolic control, cardiovascular risk, and interventions in patients with type 2 diabetes mellitus. Gend Med. (2010) 7:571–83. doi: 10.1016/j.genm.2010.12.001

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Rubini Gimenez M, Twerenbold R, Reichlin T, Wildi K, Haaf P, Schaefer M, et al. Direct comparison of high-sensitivity-cardiac troponin I vs. T for the early diagnosis of acute myocardial infarction. Eur Heart J. (2014) 35:2303–11. doi: 10.1093/eurheartj/ehu188

PubMed Abstract | CrossRef Full Text

20. Peters SA, Huxley RR, Woodward M. Diabetes as a risk factor for stroke in women compared with men: a systematic review and meta-analysis of 64 cohorts, including 775,385 individuals and 12,539 strokes. Lancet. (2014) 383:1973–80. doi: 10.1016/S0140-6736(14)60040-4

PubMed Abstract | CrossRef Full Text | Google Scholar

21. Rawshani A, Sattar N, Franzen S, Rawshani A, Hattersley AT, Svensson AM, et al. Excess mortality and cardiovascular disease in young adults with type 1 diabetes in relation to age at onset: a nationwide, register-based cohort study. Lancet. (2018) 392:477–86. doi: 10.1016/S0140-6736(18)31506-X

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Rosano GM, Vitale C, Marazzi G, Volterrani M. Menopause and cardiovascular disease: the evidence. Climacteric. (2007) 10(Suppl. 1):19–24. doi: 10.1080/13697130601114917

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Kautzky-Willer A, Harreiter J, Pacini G. Sex and gender differences in risk, pathophysiology and complications of type 2 diabetes mellitus. Endocr Rev. (2016) 37:278–316. doi: 10.1210/er.2015-1137

PubMed Abstract | CrossRef Full Text | Google Scholar

24. Diercks DB, Owen KP, Kontos MC, Blomkalns A, Chen AY, Miller C, et al. Gender differences in time to presentation for myocardial infarction before and after a national women's cardiovascular awareness campaign: a temporal analysis from the Can Rapid Risk Stratification of Unstable Angina Patients Suppress ADverse Outcomes with Early Implementation (CRUSADE) and the National Cardiovascular Data Registry Acute Coronary Treatment and Intervention Outcomes Network-Get with the Guidelines (NCDR ACTION Registry-GWTG). Am Heart J. (2010) 160:80–7 e3. doi: 10.1016/j.ahj.2010.04.017

PubMed Abstract | CrossRef Full Text | Google Scholar

25. De Luca G, Suryapranata H, Ottervanger JP, Antman EM. Time delay to treatment and mortality in primary angioplasty for acute myocardial infarction: every minute of delay counts. Circulation. (2004) 109:1223–5. doi: 10.1161/01.CIR.0000121424.76486.20

PubMed Abstract | CrossRef Full Text | Google Scholar

26. Numasawa Y, Kohsaka S, Miyata H, Noma S, Suzuki M, Ishikawa S, et al. Gender differences in in-hospital clinical outcomes after percutaneous coronary interventions: an insight from a Japanese multicenter registry. PLoS ONE. (2015) 10:e0116496. doi: 10.1371/journal.pone.0116496

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Rao SV, McCoy LA, Spertus JA, Krone RJ, Singh M, Fitzgerald S, et al. An updated bleeding model to predict the risk of post-procedure bleeding among patients undergoing percutaneous coronary intervention: a report using an expanded bleeding definition from the National Cardiovascular Data Registry CathPCI Registry. JACC Cardiovasc Interv. (2013) 6:897–904. doi: 10.1016/j.jcin.2013.04.016

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Gu Q, Burt VL, Paulose-Ram R, Dillon CF. Gender differences in hypertension treatment, drug utilization patterns, and blood pressure control among US adults with hypertension: data from the National Health and Nutrition Examination Survey 1999-2004. Am J Hypertens. (2008) 21:789–98. doi: 10.1038/ajh.2008.185

PubMed Abstract | CrossRef Full Text | Google Scholar

29. Omland T, de Lemos JA, Sabatine MS, Christophi CA, Rice MM, Jablonski KA, et al. A sensitive cardiac troponin T assay in stable coronary artery disease. N Engl J Med. (2009) 361:2538–47. doi: 10.1056/NEJMoa0805299

PubMed Abstract | CrossRef Full Text | Google Scholar

30. Omland T, Pfeffer MA, Solomon SD, de Lemos JA, Rosjo H, Saltyte Benth J, et al. Prognostic value of cardiac troponin I measured with a highly sensitive assay in patients with stable coronary artery disease. J Am Coll Cardiol. (2013) 61:1240–9. doi: 10.1016/j.jacc.2012.12.026

PubMed Abstract | CrossRef Full Text | Google Scholar

31. Apple FS, Ler R, Murakami MM. Determination of 19 cardiac troponin I and T assay 99th percentile values from a common presumably healthy population. Clin Chem. (2012) 58:1574–81. doi: 10.1373/clinchem.2012.192716

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: prediction, diabetes, percutaneous coronary intervention, acute coronary syndrome, troponin

Citation: Leutner M, Tscharre M, Farhan S, Taghizadeh Waghefi H, Harreiter J, Vogel B, Tentzeris I, Szekeres T, Fritzer-Szekeres M, Huber K and Kautzky-Willer A (2019) A Sex-Specific Analysis of the Predictive Value of Troponin I and T in Patients With and Without Diabetes Mellitus After Successful Coronary Intervention. Front. Endocrinol. 10:105. doi: 10.3389/fendo.2019.00105

Received: 24 September 2018; Accepted: 04 February 2019;
Published: 01 March 2019.

Edited by:

Gaetano Santulli, Columbia University, United States

Reviewed by:

Rudolf Prager, Hietzing Hospital, Austria
Kenta Tsutsui, National Institutes of Health (NIH), United States

Copyright © 2019 Leutner, Tscharre, Farhan, Taghizadeh Waghefi, Harreiter, Vogel, Tentzeris, Szekeres, Fritzer-Szekeres, Huber and Kautzky-Willer. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Alexandra Kautzky-Willer, YWxleGFuZHJhLmthdXR6a3ktd2lsbGVyQG1lZHVuaXdpZW4uYWMuYXQ=

These authors have contributed equally to this work

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.