Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Simple indices of infarct size post ST-Elevation Myocardial Infarction (STEMI) provides similar risk stratification to cardiac MRI

  • Lokesh Sharma,

    Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

    Affiliations Department of Cardiology, Liverpool Hospital, Liverpool, NSW, Australia, South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia

  • Amir Faour,

    Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

    Affiliations Department of Cardiology, Liverpool Hospital, Liverpool, NSW, Australia, South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia

  • Tuan Nguyen,

    Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

    Affiliations Department of Cardiology, Liverpool Hospital, Liverpool, NSW, Australia, South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia

  • Hany Dimitri,

    Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

    Affiliations Department of Cardiology, Liverpool Hospital, Liverpool, NSW, Australia, South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia

  • Giau Vo,

    Roles Investigation, Writing – review & editing

    Affiliation South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia

  • James Otton,

    Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

    Affiliations Department of Cardiology, Liverpool Hospital, Liverpool, NSW, Australia, South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia

  • Sonya Burgess,

    Roles Conceptualization, Investigation, Methodology, Supervision, Validation, Writing – review & editing

    Affiliations Department of Cardiology, Liverpool Hospital, Liverpool, NSW, Australia, South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia, Nepean Hospital, Sydney, NSW, Australia

  • Craig Juergens,

    Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

    Affiliations Department of Cardiology, Liverpool Hospital, Liverpool, NSW, Australia, South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia

  • John French

    Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

    j.french@unsw.edu.au

    Affiliations Department of Cardiology, Liverpool Hospital, Liverpool, NSW, Australia, South Western Sydney Clinical School, The University of New South Wales, Sydney, NSW, Australia, Western Sydney University, Sydney, NSW, Australia

Abstract

Introduction

Myocardial Infarct Size (IS) determined soon after ST-segment elevation myocardial infarction (STEMI) has prognostic significance, and can be assessed by cardiac biomarker levels, electrocardiographic (ECG) parameters, and imaging modalities (including echocardiography and cardiac magnetic resonance imaging [CMRI]).

Objectives and methods

We evaluated methods of IS assessment, 12-lead ECG Selvester QRS scores and high-sensitivity Troponin T (hsTnT) levels measured ≥48hr (plateau phase of hsTnT elevation), compared to paired CMRIs and echocardiograms, in a prospective cohort of patients with STEMI undergoing percutaneous coronary intervention (PCI) during the index hospitalisation. Associations were determined between IS, as assessed by these methods, and 24-month major adverse cardiac events (MACE), a hierarchical composite of: death, stroke and hospitalization for heart failure.

Results

Of 233 patients undergoing early CMRI after STEMI, 211 patients (86% male; 54% anterior MI) had first STEMIs, median age 56 years [interquartile range 50–64], of whom 165 (78%) underwent primary PCI and 46 (22%) pharmaco-invasive PCI. Ejection fraction improved from 48% [42–54] acutely to 52% [44–60] at 2 months (p< 0.05). Plateau phase hsTnT levels, QRS scoring and CMRI-determined IS post-STEMI correlated for anterior MIs (all comparisons r>0.4, p<0.01); highest tertiles of these 3 parameters predicted 24 month MACE (log-rank <0.01). Multi-variable binary logistic regression analysis showed 72h hsTnT levels predicted 24-month MACE (p<0.01).

Conclusion

Post-PCI treatment of STEMI, hsTnT levels measured ≥48h and Selvester QRS scoring correlated with CMRI-determined IS. These parameters predicted MACE at 24 months and should be routinely assessed for post-STEMI risk stratification.

Introduction

Myocardial Infarct Size (IS) is an important prognostic marker in patients suffering ST-Elevation Myocardial Infarction (STEMI) [1]. For IS assessment in the current era, cardiac magnetic resonance imaging (CMRI) is the ‘gold standard’[25], though its accessibility may be limited especially when a large proportion of patients undergoing primary PCI or pharmaco-invasive PCI are only in hospital often 2 or 3 days. The Selvester QRS score, developed ~40 years ago, estimates IS from the 12-lead electrocardiogram (ECG), with each point corresponding with 3% of the left ventricular (LV) myocardium affected by myocardial infarction (MI) [6]. This score was initially derived from computer simulation of the human heart activation sequence and validated anatomically in post-mortem studies [710]. A strong correlation between IS determined by single-photon emission computed tomography and Selvester QRS score at 7 days post-MI was reported in the thrombolytic era [11].

High sensitivity troponin-T (hsTnT) levels, which have a biphasic release pattern after STEMI correlate with microvascular obstruction (MVO), and IS measured by CMRI [11]. Moreover, plateau-phase hsTnT levels were found to be independent predictors of major adverse cardiovascular events (MACE) and have prognostic utility [2]. In small (<70) patient studies [1117] correlations between QRS scoring and biomarker-estimated IS were not found.

Thus, we compared Selvester QRS scoring, plateau-phase hsTnT levels and CMRI in first-time STEMI patients and evaluated their associations with late outcomes.

Methods

Study population

Patients were screened between May 2012 and August 2015, if they had STEMI treated by primary PCI or pharmaco-invasive PCI at Liverpool Hospital, Sydney, Australia during their initial hospitalization. Patients were eligible if they presented with their first MI, and underwent early and follow-up CMRI, had available and interpretable ECGs at baseline, within 7 days post-infarction and at follow-up, and had 48- and/or 72-hour hsTnT levels (14ng/L upper reference limit [URL] Roche, Basel, Switzerland). Details of the patient population have been previously reported (see consort diagram Fig 1) [18]. STEMI was defined in accordance with the “Fourth universal definition of MI” [19]. Pharmaco-invasive strategy was defined as fibrinolytic administration followed by rescue PCI or by scheduled angiography and PCI [20].

thumbnail
Fig 1. Consort diagram.

Of the 211 patients with initial STEMI, 9 were missing follow-up ECGs and 9 were missing follow-up MRIs.

https://doi.org/10.1371/journal.pone.0311157.g001

The study was approved by the Human Research Ethics Committee at Concord Hospital, Sydney Australia (HREC/11/CRGH/224; approval CH62/6/2011-151). Informed written consent was obtained from each patient, and the study protocol conforms to ethical guidelines from the 1975 Declaration of Helsinki.

Electrocardiographic analyses

Infarct location was determined from admission 12-lead ECGs with the greatest total sum of ST-elevation with leads V1-6 I and aVL used for anterior MI, leads II, III aVF, V5-6 for inferior and inferoposterior MI and leads V1-3 for posterior MI. Relevant leads showing ≥100-μV ST-segment elevation (or ≥100-μV ST depression in leads V1-3 for inferoposterior infarcts) were assigned the corresponding maximum possible Selvester QRS score and potential myocardium at risk was calculated [9, 10]. Using the same lead positions as the original recording, 12-lead ECGs were recommended 60–90 min post-PCI, 4-8h hours post-reperfusion [21] and at early and follow-up MRI studies. These ECGs were scored by a single observer blinded to CMRI study and clinical data, using the Selvester QRS score as described by Loring et al. with all conduction abnormality criteria, duration and amplitude adjustments being adhered to. In brief, the Selvester QRS score is a 33-point score that estimates IS based on 38 parameters of the QRS waveform such as amplitude, duration and ratios. Each point correlates to 3% of infarcted LV myocardium [22]. Right atrial overload criteria and exclusions were ignored to increase sensitivity of posterior scar size. A cross read of 10% of patients scored was conducted by CPJ.

Qualifying baseline ECGs were ≤120 minutes after reperfusion therapies. The TP segment was taken as the isoelectric line with ST deviation measured to the nearest 0.5- mm in all leads at 80 ms after the J point. Where possible, voltage measurements for each lead were taken as the average ST deviation of 3 complete beats. The voltage in the lead with maximum ST elevation and sum of voltages in all leads with ST deviation on the baseline ECG were recorded. For patients treated with primary PCI, ST recovery measurements were made on an ECG taken 30–90 minutes following the re-achievement of TIMI-3 flow after first successful device use. ST Recovery measurements were undertaken in a) all leads with ≥1 mm ST deviation [23] and b) in the single lead with maximum ST deviation, [24, 25] by JKF(blinded to angiographic findings and clinical outcomes) with a 10% cross read by AKF; discrepancies were resolved by agreement if necessary with a 3rd reader. TIMI flow grades were assessed by SNB and JKF blinded to ECG findings and clinical outcomes.

Transthoracic echocardiography acquisition

Transthoracic echocardiography studies were performed concurrently with CMRI studies, on commercially available Vivid E9 machines (GE Healthcare, Norway). All measurements and analysis were performed offline, using an EchoPAC Clinical Workstation (GE Healthcare, Version 12). LVEF and LV volumes were measured by Simpson’s biplane method and averaged over three consecutive cardiac cycles.

Cardiac MRI acquisition protocol and analysis

Cardiac MRI was performed using standard multi-sequence protocol with image sequences obtained during breath hold using a commercially available MRI 1.5T scanner (Siemens Symphony, Germany), [26] as previously described [18]. Commercially available software (CMR 42, version 4.1.8, Circle Cardiovascular Imaging, Calgary, Canada) was utilised to quantify IS and MVO [2]. The mean signal threshold versus reference myocardium technique was used to evaluate scar characteristics with the hyper-enhanced area (defined as having a signal intensity threshold ≥ 5SD above region of interest of normal ‘nulled’ myocardium) defined as ‘core’ IS [2628]. LV scar size was expressed as the percentage of infarct mass of total LV mass. Areas of hypo-enhancement with surrounding hyper-enhanced myocardium on LGE inversion recovery sequences were used to determine areas of MVO [4, 29]. Myocardial area at risk was calculated as the percentage of the hyper-enhanced myocardium volume (2SD of ROI) on T2 STIR sequences / the total myocardial volume. Myocardial Salvage Index (MSI) was subsequently calculated as: [myocardial area at risk–infarct core percentage] [18]. Measurements of IS, MVO, and T2 STIR sequences were independently performed by JO and TN, blinded to ECG analysis.

Clinical follow-up

Late clinical outcomes were obtained via contact with cardiologists, general practitioners or direct contact for patients at 24 months. The primary clinical outcome was a hierarchical combination of all-cause mortality, stroke and new or worsening of heart failure, defined as a major adverse cardiovascular event (MACE) which has been previously described [2].

Statistical analysis

Statistical analysis was conducted using Statistical Product and Service Solutions (SPSS, version 25, Chicago, Illinois). Patients were divided into two groups by infarct location. Presence of MVO on early MRI was used to divide patients for separate analysis. Categorial data is presented as count (percent) whilst continuous data is presented as median [inter-quartile range (IQR)]. Significant differences between groups were examined using Mann-Whitney U Test (for continuous data) and Pearson Chi-square or Fischer’s Exact Test (as appropriate, for categorial data). A p value of <0.05 was considered statistically significant. Spearman’s rank test was used to assess correlation between Selvester QRS Score and CMRI measured IS as well as between acute Selvester QRS score and 48-hour hsTnT levels. Agreement between measurements for Selvester QRS Score and CMRI measured IS was evaluated by Bland-Altman analysis. Patients were categorized into approximate tertiles according to their estimated IS by acute Selvester QRS Score, 48-hour hsTnT levels and acute CMRI IS. Kaplan-Meier curves were subsequently constructed to compare combined MACE rates among these stratified subgroups and differences assessed using the log-rank test. Binary logistic regression analysis was performed to construct the final model using a backward selection with application of alpha cut off values of p<0.05 for initial models, to determine factors predictive of combined MACE. Early and follow-up CMRI IS, acute and follow-up Selvester QRS score as well as 48–72 hour hsTnT levels were included in the initial model.

Results

Patient population

Of 233 patients with STEMI undergoing CMRI and treated by PCI during initial hospitalization, 22 had prior MIs, and the remainder had initial MIs, 115 had anterior STEMIs and 96 non-anterior STEMIs (Fig 1). These 211 patients (183 males), with a median age 57 [50–64] years, had similar clinical characteristics with respect to MI location (Table 1). Primary PCI was performed on 165 patients (78%) whereas 46 (22%) had a pharmaco-invasive strategy. Patients with anterior MIs had more intra-aortic balloon pump use (12 vs. 1, p<0.01); see Table 2 for other angiographic and procedural characteristics.

Infarct size assessment

Acute IS determined by Selvester QRS scores was 12% [6–21%] of the left ventricular (LV) myocardium for anterior and 3% [0–6%] for non-anterior STEMI, on 12-lead ECGs at 3.7 days (median; IQR [2.0–6.4]) post-STEMI. Follow-up IS at median 55 [46–66] days for 202 patients was 12% [6–18%] for anterior and 3% [0–6%] for non-anterior MI according to ECG criteria. Among 211 patients CMRI–determined IS at median 4 [27] days (early), was 11% [5.9–17%] for anterior and 7.4% [4.5–11%] for non-anterior STEMI. Follow-up IS by CMRI in 202 patients (median 54 [46–63] days), was 7.9% [4.4–13%] for anterior MIs and 5.9% [3.7–9.1%] for non-anterior MIs. Area at risk, MSI and IS measured by both Selvester QRS score and CMRI was significantly different between anterior and non-anterior MI (Table 3).

The correlation between CMRI and Selvester QRS score IS, among patients with anterior infarcts MI were r = 0.316, p<0.01 early, and at r = 0.320, p<0.01 at follow-up (Fig 2).Associations between QRS score and CMRI-determined IS for non-anterior MI were r = 0.236, p = 0.021 early, and r = 0.095, p = 0.373 at follow-up. Bland-Altman plots showed that IS tended to be overestimated by Selvester QRS scoring compared to CMRI at all-time points (supplementary Fig 1). It also showed moderate correlations between ECG and CMRI-determined IS–r = 0.419, p<0.01 early and r = 0.322, p<0.01 at follow-up. Echocardiography found LV ejection fraction improved from 48% [42–54] to 52% [44–60] over 2 months (Table 3).

thumbnail
Fig 2. Scatter plots of binary correlations between Selvester scores, Troponin T levels and CMRI derived infarct size.

A: Selvester QRS score and CMRI infarct size–Acute (n = 211). B: Selvester QRS score and CMRI infarct size–Follow-up (n = 199). C: Acute CMRI Infarct Size and 48-hour hsTnT levels (n = 209). D: Acute Selvester QRS score and 48-hour hsTnT levels (n = 209). Green Circles: non-anterior infarction patients. Blue Squares: anterior infarction patients. Green line: regression line for non-anterior MI. Blue line: regression line for anterior MI.

https://doi.org/10.1371/journal.pone.0311157.g002

Patients with MVO on CMRI had larger infarct sizes as measured by both Selvester QRS score and CMRI compared to patients without MVO at both time periods (p<0.01 for all comparisons). Additionally, area at risk was significantly higher in patients with MVO whilst MSI was significantly higher in patients without MVO as measured by both Selvester QRS score and CMRI (p<0.01 for all comparisons) (Table 4). Patients with MVO showed a trend towards later reperfusion times (p = 0.06).

On acute Selvester QRS scoring, 50 (24%) patients had a score of 0, 11 of which were anterior and 39 were non-anterior MI. The median CMRI measured IS of these patients was 4.6% [3.3–8.4%]. Moreover, 64 patients (30%) had ≥2-point differences in acute and follow-up QRS scores, which represents ≥6% of LV myocardium. The CMRI measured IS difference for these patients was only a median of 1.46% [0.2–3.65%].

Median hsTnT levels at 48–72-hour post-STEMI were 2658ng/L [1640–3982] for anterior and 1955ng/L [1077–3363] for non-anterior STEMI; p = 0.03 (Table 3). Correlation between acute Selvester QRS score and 48–72-hour hsTnT levels was r = 0.311, p = <0.01 (r = 0.265, p = <0.01 for anterior and r = 0.305, p<0.01 for non-anterior MIs) (Fig 2D).

Late outcomes

At 24-month follow-up there were 5 deaths, 4 strokes and 15 readmissions for heart failure, occurring in 20 patients (9%). Two patients suffered sudden death, two died of congestive heart failure and one died due to malignancy. Of the 15 patients readmitted for heart failure, 9 had the highest tertile of QRS scores, 11 had the highest tertile of 48-hour hsTnT levels and 12 had the highest tertile of CMRI-measured IS. These patients had a mean LVEF on discharge of 37.5% compared to the mean of the whole cohort of 47.5%. Tertiles of acute Selvester QRS score, 48-hour hsTnT levels and acute CMRI were all predictive of composite MACE (all comparisons log-rank p<0.01) (Fig 3). Tertiles of acute Selvester QRS score, 48-hour hsTnT levels and acute CMRI were all predictive of readmission for heart failure (Table 5).

thumbnail
Fig 3. Kaplan-Meier curves of freedom from MACE.

A: Comparisons are shown between tertiles of: Acute QRS Selvester scores. B: 48-Hour hsTnT levels. C: Acute CMRI infarct size (Log-rank p = 0.173). Blue Line (low), Green Line (intermediate) and Red Line (high) tertiles.

https://doi.org/10.1371/journal.pone.0311157.g003

thumbnail
Table 5. 24-Month clinical outcomes according to tertiles of acute Selvester QRS score, 48-hour hsTnT levels and cardiac MRI infarct size.

https://doi.org/10.1371/journal.pone.0311157.t005

Logistic regression analyses

Binary Logistic Regression analyses were undertaken to examine MACE at 24 months (Table 6). Multivariate analysis showed 72-hour hsTnT levels were most predictive of 24-month MACE with every 1000 unit increase in 72-hour hsTnT levels increasing likelihood of MACE by 1.83.

thumbnail
Table 6. Binary logistic regression predictors of 24-month composite MACE.

https://doi.org/10.1371/journal.pone.0311157.t006

Discussion

Infarct size is an important determinant of late outcomes after an initial STEMI. In routine practice, CMRIs are often not readily available, are relatively expensive, and are precluded in certain patients including those with poor kidney function, are claustrophobic, or have body habitus preventing adequate scans. Our current study extends our earlier work demonstrating 48-72h hsTnT levels strongly correlating with CMRI measured IS [18]. We have now shown a moderate correlation between Selvester QRS score derived IS with that determined by CMRI. Selvester QRS scoring is a simple, readily available tool which, together with 48-72h hsTnT levels and echocardiography, could provide a cheap and readily assessable measures of IS post-STEMI, as ECGs are performed on all patients with STEMI on presentation and subsequently during initial hospitalisation. Selvester QRS score and CMRI taken prior to discharge as well as 48–72-hour hsTnT levels were all predictive of 24-month MACE with 72-hour hsTnT levels being most predictive on multivariate binary logistic regression.

In our study, Selvester QRS scoring and CMRI IS measurements correlated moderately well both early, and at 2-months however correlation for non-anterior STEMIs was weak. Prior studies have reported correlation co-efficients ranging from 0.39–0.79 in the acute period, [11, 13, 1517, 30] and between 0.43–0.78 at follow up [12, 1417, 30]. Bang et al. [30] found similar results, with weak correlations between Selvester QRS score and CMRI IS at 1–2 days (r = 0.24, p = 0.32), 1 (r = 0.13, p = 0.6) and 6 months (r = 0.15, p = 0.54) post-STEMI. However, Engblom et al. [14, 15], who also correlated CMRI and Selvester QRS score estimated IS in the acute period, and found a strong correlation (r = 0.72, p = 0.004). However, both studies had very few non-anterior STEMIs—20 inferior STEMI out of a total of 31 in Bang et al. and 14 inferior STEMIs out of a total of 25 (all RCA occlusions) in Engblom et al.

Microvascular obstruction, frequently associated with the no-reflow phenomenon, has been found to be independently associated with a poorer prognosis [5]. We found that patients with MVO have significantly larger MIs, as measured by Selvester QRS scoring and CMRI, and patients with anterior MIs more often MVO. This is consistent with previous studies and suggests these findings may be merely a reflection of the extent of IS [16, 31]. We also found that patients with MVO have higher area at risk and lower MSI compared to those without. This suggests MVO is more likely to develop in patients with occlusions supplying a larger myocardial territory. Of note, 39/80 patients (49%) with a ≥2-point difference between acute and follow-up Selvester QRS score had MVO. MVO may alter electrical properties, cause conduction changes and impact scar remodelling which could confound QRS scoring at both acute and follow-up ECG assessments. The impact of MVO presence on change between acute and follow-up Selvester QRS scores may warrant further exploration.

Tjandrawidjaja et al. found in a cohort of more than 4,000 patients that IS estimated by Selvester QRS score at discharge was an independent predictor of adverse clinical outcomes at 90-days [32]. Several other studies have assessed prognostic utility of Selvester QRS scoring post-STEMI [3238], though inter-study comparisons are confounded by QRS scoring being performed at various time points (admission or discharge), different clinical outcome times being utilised and lack of comparisons with CMRI or another standard IS measure. We have utilised the modified Selvester QRS which has enabled inclusion of patients with ECG conduction abnormalities such as left and right bundle branch block, left anterior fascicular block and left ventricular hypertrophy. We also included patients with multi-vessel disease and treated by both primary and pharmaco-invasive PCI strategies. While echocardiography was useful in showing changes in ejection fractions, it was not as precise in determining IS.

Our study, to our knowledge, is the first to report late clinical outcomes for a cohort of patients having 3 modalities of IS assessment, Selvester QRS scores, hsTnT levels and CMRI. We have found a positive correlation between tertiles of acute Selvester QRS score, 48-hour hsTnT levels and acute CMRI IS and 24-month MACE free surival (Fig 3). The highest tertiles of all correlated with readmission for heart failure (Table 5). These findings allowed analysis of prognostic associations of all parameters and MACE via logistic regression. Whilst all predicted 24-month composite MACE on univariate analysis, 72-hour hsTnT levels were found to be the most predictive on multivariate analysis (Table 6). Our findings should be interpreted with caution given the relatively small numbers of MACE with 24 events in 20 patients.

Our study has other limitations inherent in STEMI patients undergoing CMRI, including those at highest risk not being able to undergo early CMRI and were thus not included. This probably led to our median patient age of 57 years which is younger than many contemporary STEMI cohorts. While ours is the largest study in the era of reperfusion predominantly by primary PCI to compare IS measured by Selvester QRS scores, hsTnT levels and CMRI in anterior and non-anterior STEMI patients at both early and follow-up time-points, we still did not have sufficient study power to adequately evaluate these assessments of IS, particularly for non-anterior MIs, as predictors of late outcomes. After admission for STEMI, good clinical practice for a few decades in coronary care units (CCU) has been to measure cardiac biomarkers ~3 times in the first 24 hours and daily for at least 48 hours. The performance and/or timing of hsTnT (or I) testing is not mandatory. Thus, our study protocol reflects collection of hsTnT at particular time intervals in our CCU, which may have significantly influenced our correlations. While echocardiography is commonly used to assess LVEF after STEMI it did not achieve significance in multi variable models.

Conclusions

Simple measures of infarct size by Selvester QRS scores and hsTnT levels post-STEMI correlated well with CMRI-determined IS. Additionally, all parameters predicted MACE at 24-months. Using routinely performed, widely available and inexpensive indices of infarct size assessment offers a potential simple avenue for multi-modal risk stratification post-STEMI, leaving the more expensive CMRI-based IS assessment for selective use in those at higher risk.

References

  1. 1. Stone GW, Selker HP, Thiele H, Patel MR, Udelson JE, Ohman EM, et al. Relationship Between Infarct Size and Outcomes Following Primary PCI: Patient-Level Analysis From 10 Randomized Trials. Journal of the American College of Cardiology. 2016;67(14):1674–83. pmid:27056772
  2. 2. Nguyen TL, French JK, Hogan J, Hee L, Moses D, Mussap CJ, et al. Prognostic value of high sensitivity troponin T after ST-segment elevation myocardial infarction in the era of cardiac magnetic resonance imaging. European Heart Journal–Quality of Care and Clinical Outcomes. 2015;2(3):164–71.
  3. 3. Wu E, Lee DC. Risk Assessment Following ST-segment Elevation Myocardial Infarction. Revista Española de Cardiología. 2013;66(08):603–5. pmid:24776326
  4. 4. Eitel I, de Waha S, Wöhrle J, Fuernau G, Lurz P, Pauschinger M, et al. Comprehensive Prognosis Assessment by CMR Imaging After ST-Segment Elevation Myocardial Infarction. Journal of the American College of Cardiology. 2014;64(12):1217–26. pmid:25236513
  5. 5. van Kranenburg M, Magro M, Thiele H, de Waha S, Eitel I, Cochet A, et al. Prognostic Value of Microvascular Obstruction and Infarct Size, as Measured by CMR in STEMI Patients. JACC: Cardiovascular Imaging. 2014;7(9):930–9. pmid:25212799
  6. 6. Selvester RH, Wagner GS, Hindman NB. The Selvester QRS scoring system for estimating myocardial infarct size: the development and application of the system. Archives of Internal Medicine. 1985;145(10):1877–81.
  7. 7. Ideker RE, Wagner GS, Ruth WK, Alonso DR, Bishop SP, Bloor CM, et al. Evaluation of a QRS scoring system for estimating myocardial infarct size. II. Correlation with quantitative anatomic findings for anterior infarcts. American Journal of Cardiology. 1982;49(7):1604–14. pmid:7081049
  8. 8. Roark SF, Ideker RE, Wagner GS, Alonso DR, Bishop SP, Bloor CM, et al. Evaluation of a QRS scoring system for estimating myocardial infarct size: III. Correlation with quantitative anatomic findings for inferior infarcts. American Journal of Cardiology. 1983;51(3):382–9.
  9. 9. Sevilla DC, Wagner NB, White RD, Peck SL, Ideker RE, Hackel DB, et al. Anatomic validation of electrocardiographic estimation of the size of acute or healed myocardial infarcts. American Journal of Cardiology. 1990;65(20):1301–7. pmid:2343818
  10. 10. Haisty WK, Pahlm O, Wagner NB, Pope JE, Wagner GS. Performance of the automated complete Selvester QRS scoring system in normal subjects and patients with single and multiple myocardial infarctions. Journal of the American College of Cardiology. 1992;19(2):341–6. pmid:1732362
  11. 11. Weir RA, Martin TN, Murphy CA, Petrie CJ, Clements S, Steedman T, et al. Comparison of serial measurements of infarct size and left ventricular ejection fraction by contrast-enhanced cardiac magnetic resonance imaging and electrocardiographic QRS scoring in reperfused anterior ST-elevation myocardial infarction. Journal of Electrocardiology. 2010;43(3):230–6. pmid:20116803
  12. 12. Carlsen EA, Bang LE, Ahtarovski KA, Engstrøm T, Køber L, Kelbæk H, et al. Comparison of Selvester QRS score with magnetic resonance imaging measured infarct size in patients with ST elevation myocardial infarction. Journal of Electrocardiology. 2012;45(4):414–9. pmid:22554459
  13. 13. Engblom H, Hedström E, Heiberg E, Wagner GS, Pahlm O, Arheden H. Size and transmural extent of first-time reperfused myocardial infarction assessed by cardiac magnetic resonance can be estimated by 12-lead electrocardiogram. American Heart Journal. 2005;150(5):920. e1–. e9. pmid:16290962
  14. 14. Engblom H, Wagner GS, Setser RM, Selvester RH, Billgren T, Kasper JM, et al. Quantitative clinical assessment of chronic anterior myocardial infarction with delayed enhancement magnetic resonance imaging and QRS scoring. American Heart Journal. 2003;146(2):359–66. pmid:12891208
  15. 15. Geerse DA, Wu KC, Gorgels AP, Zimmet J, Wagner GS, Miller JM. Comparison between Contrast‐Enhanced Magnetic Resonance Imaging and Selvester QRS Scoring System in Estimating Changes in Infarct Size between the Acute and Chronic Phases of Myocardial Infarction. Annals of Noninvasive Electrocardiology. 2009;14(4):360–5. pmid:19804513
  16. 16. Holmes LE, Nguyen TL, Hee L, Otton J, Moses DA, French JK, et al. Electrocardiographic measurement of infarct size compared to cardiac MRI in reperfused first time ST-segment elevation myocardial infarction. International Journal of Cardiology. 2016;220:389–94. pmid:27390960
  17. 17. Knippenberg SA, Wagner GS, Ubachs JF, Gorgels A, Hedström E, Arheden H, et al. Consideration of the impact of reperfusion therapy on the quantitative relationship between the Selvester QRS score and infarct size by cardiac MRI. Annals of Noninvasive Electrocardiology. 2010;15(3):238–44. pmid:20645966
  18. 18. Nguyen TL, Phan JA, Hee L, Moses DA, Otton J, Terreblanche OD, et al. High-sensitivity troponin T predicts infarct scar characteristics and adverse left ventricular function by cardiac magnetic resonance imaging early after reperfused acute myocardial infarction. American Heart Journal. 2015;170(4):715–25. e2. pmid:26386795
  19. 19. Thygesen K, Alpert JS, Jaffe AS, Chaitman BR, Bax JJ, Morrow DA, et al. Fourth universal definition of myocardial infarction (2018). Journal of the American College of Cardiology. 2018:25285.
  20. 20. Members ATF, Steg PG, James SK, Atar D, Badano LP, Lundqvist CB, et al. ESC Guidelines for the management of acute myocardial infarction in patients presenting with ST-segment elevation: The Task Force on the management of ST-segment elevation acute myocardial infarction of the European Society of Cardiology (ESC). European heart journal. 2012;33(20):2569–619.
  21. 21. Tateishi S, Abe S, Yamashita T, Okino H, Lee S, Toda H, et al. Use of the QRS scoring system in the early estimation of myocardial infarct size following reperfusion. Journal of Electrocardiology. 1997;30(4):315–22. pmid:9375908
  22. 22. Loring Z, Chelliah S, Selvester RH, Wagner G, Strauss DG. A detailed guide for quantification of myocardial scar with the Selvester QRS score in the presence of electrocardiogram confounders. Journal of electrocardiology. 2011;44(5):544–54. pmid:21872001
  23. 23. van ‘t Hof AWJ, Liem A, Suryapranata H, Hoorntje JCA, de Boer M-J, Zijlstra F. Angiographic Assessment of Myocardial Reperfusion in Patients Treated With Primary Angioplasty for Acute Myocardial Infarction—Myocardial Blush Grade. Circulation. 1998;97(23):2302–6.
  24. 24. Schröder R, Dissmann R, Brüggemann T, Wegscheider K, Linderer T, Tebbe U, et al. Extent of early ST segment elevation resolution: A simple but strong predictor of outcome in patients with acute myocardial infarction. Journal of the American College of Cardiology. 1994;24(2):384–91. pmid:8034872
  25. 25. French JK, Andrews J, Manda SO, Stewart RA, McTigue JJ, White HD. Early ST-segment recovery, infarct artery blood flow, and long-term outcome after acute myocardial infarction. American heart journal. 2002;143(2):265–71. pmid:11835029
  26. 26. Schulz-Menger J, Bluemke DA, Bremerich J, Flamm SD, Fogel MA, Friedrich MG, et al. Standardized image interpretation and post processing in cardiovascular magnetic resonance: Society for Cardiovascular Magnetic Resonance (SCMR) board of trustees task force on standardized post processing. Journal of Cardiovascular Magnetic Resonance. 2013;15(1):35. pmid:23634753
  27. 27. Gao P, Yee R, Gula L, Krahn AD, Skanes A, Leong-Sit P, et al. Prediction of arrhythmic events in ischemic and dilated cardiomyopathy patients referred for implantable cardiac defibrillator: evaluation of multiple scar quantification measures for late gadolinium enhancement magnetic resonance imaging. Circulation: Cardiovascular Imaging. 2012;5(4):448–56. pmid:22572740
  28. 28. Flett AS, Hasleton J, Cook C, Hausenloy D, Quarta G, Ariti C, et al. Evaluation of techniques for the quantification of myocardial scar of differing etiology using cardiac magnetic resonance. JACC: cardiovascular imaging. 2011;4(2):150–6. pmid:21329899
  29. 29. Mayr A, Klug G, Schocke M, Trieb T, Mair J, Pedarnig K, et al. Late microvascular obstruction after acute myocardial infarction: relation with cardiac and inflammatory markers. International journal of cardiology. 2012;157(3):391–6. pmid:21239074
  30. 30. Bang LE, Ripa RS, Grande P, Kastrup J, Clemmensen PM, Wagner GS. Comparison of infarct size changes with delayed contrast-enhanced magnetic resonance imaging and electrocardiogram QRS scoring during the 6 months after acutely reperfused myocardial infarction. Journal of Electrocardiology. 2008;41(6):609–13. pmid:18790502
  31. 31. Watanabe N, Isobe S, Okumura T, Mori H, Yamada T, Nishimura K, et al. Relationship between QRS score and microvascular obstruction after acute anterior myocardial infarction. Journal of Cardiology. 2016;67(4):321–6. pmid:26162943
  32. 32. Tjandrawidjaja MC, Fu Y, Westerhout CM, Wagner GS, Granger CB, Armstrong PW. Usefulness of the QRS score as a strong prognostic marker in patients discharged after undergoing primary percutaneous coronary intervention for ST-segment elevation myocardial infarction. American Journal of Cardiology. 2010;106(5):630–4. pmid:20723636
  33. 33. Jones MG, Anderson KM, Wilson PW, Kannel WB, Wagner NB, Wagner GS. Prognostic use of a QRS scoring system after hospital discharge for initial acute myocardial infarction in the Framingham cohort. American Journal of Cardiology. 1990;66(5):546–50. pmid:2392975
  34. 34. Barbagelata A, Califf RM, Sgarbossa EB, Knight D, Mark DB, Granger CB, et al. Prognostic value of predischarge electrocardiographic measurement of infarct size after thrombolysis: insights from GUSTO I Economics and Quality of Life substudy. American Heart Journal. 2004;148(5):795–802. pmid:15523309
  35. 35. Uyarel H, Cam N, Okmen E, Kasıkcıoglu H, Tartan Z, Akgul O, et al. Level of Selvester QRS score is predictive of ST-segment resolution and 30-day outcomes in patients with acute myocardial infarction undergoing primary coronary intervention. American Heart Journal. 2006;151(6):1239. e1–. e7. pmid:16781226
  36. 36. Kalogeropoulos AP, Chiladakis JA, Sihlimiris I, Koutsogiannis N, Alexopoulos D. Predischarge QRS score and risk for heart failure after first ST-elevation myocardial infarction. Journal of Cardiac Failure. 2008;14(3):225–31. pmid:18381186
  37. 37. Kosuge M, Ebina T, Hibi K, Iwahashi N, Tsukahara K, Endo M, et al. High QRS score on admission strongly predicts impaired myocardial reperfusion in patients with a first anterior acute myocardial infarction. Circulation Journal. 2011;75(3):626–32. pmid:21187653
  38. 38. Shiomi H, Kosuge M, Morimoto T, Watanabe H, Taniguchi T, Nakatsuma K, et al. QRS score at presentation electrocardiogram is correlated with infarct size and mortality in ST-segment elevation myocardial infarction patients undergoing primary percutaneous coronary intervention. Circulation Journal. 2017;81(8):1129–36. pmid:28381693