Maria Kercheva1, Tamara Ryabova1, Anna Gusakova1, Tatiana E Suslova1, Vyacheslav Ryabov1,2,3, Rostislav S Karpov1,2. 1. Cardiology Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russian Federation. 2. Siberian State Medical University, Tomsk, Russian Federation. 3. National Research Tomsk State University, Tomsk, Russian Federation.
Abstract
OBJECTIVE: To assess the dynamics of serum levels of soluble isoform of suppression of tumorigenicity 2 (sST2) and N-terminal pro-brain natriuretic peptide (NT-proBNP) and their correlations with the development of adverse left ventricular remodeling (LVR) through 6 months in patients with primary myocardial infarction with ST-segment elevation (STEMI). METHODS: Subjects were 31 patients with STEMI (median age: 58 years), who underwent percutaneous coronary intervention (PCI) during the first 24 hours of the onset of myocardial infarction (MI). Blood samples and parameters of echocardiography were assessed at days 1, 3, 7, and 14 and 6 months after STEMI. RESULTS: Serum levels of sST2 and NT-proBNP decreased during the 6-month period. Levels of sST2 decreased by 48% from admission to day 7, and levels of NT-proBNP decreased by 40% from day 7 to 6 months after STEMI. Serum levels of sST2 at day 1 (r = 0.5, P < .05) and day 3 (r = 0.4, P < .05) were associated with adverse LVR by 6 months after STEMI. Logistic regression analysis showed that a high concentration of sST2 at day 7 increased the risk of adverse LVR (95% confidence interval [CI], 0.5-0.9; areas under curve [AUC] = 0.8; P = .002), with 92% sensitivity and 70% specificity. A multivariate analysis model revealed that adverse LVR was associated with the level of sST2 (P = .003) and with complete revascularization (P = .01) at the admission. CONCLUSIONS: The dynamics of serum levels of sST2 and NT-proBNP were different. The level of sST2 normalized by the 7th day; NT-proBNP decreased only by the end of the 6-month period after MI. Increased serum levels of sST2 by the 7th day of MI were associated with the development of adverse LVR by the end of the 6-month period.
OBJECTIVE: To assess the dynamics of serum levels of soluble isoform of suppression of tumorigenicity 2 (sST2) and N-terminal pro-brain natriuretic peptide (NT-proBNP) and their correlations with the development of adverse left ventricular remodeling (LVR) through 6 months in patients with primary myocardial infarction with ST-segment elevation (STEMI). METHODS: Subjects were 31 patients with STEMI (median age: 58 years), who underwent percutaneous coronary intervention (PCI) during the first 24 hours of the onset of myocardial infarction (MI). Blood samples and parameters of echocardiography were assessed at days 1, 3, 7, and 14 and 6 months after STEMI. RESULTS: Serum levels of sST2 and NT-proBNP decreased during the 6-month period. Levels of sST2 decreased by 48% from admission to day 7, and levels of NT-proBNP decreased by 40% from day 7 to 6 months after STEMI. Serum levels of sST2 at day 1 (r = 0.5, P < .05) and day 3 (r = 0.4, P < .05) were associated with adverse LVR by 6 months after STEMI. Logistic regression analysis showed that a high concentration of sST2 at day 7 increased the risk of adverse LVR (95% confidence interval [CI], 0.5-0.9; areas under curve [AUC] = 0.8; P = .002), with 92% sensitivity and 70% specificity. A multivariate analysis model revealed that adverse LVR was associated with the level of sST2 (P = .003) and with complete revascularization (P = .01) at the admission. CONCLUSIONS: The dynamics of serum levels of sST2 and NT-proBNP were different. The level of sST2 normalized by the 7th day; NT-proBNP decreased only by the end of the 6-month period after MI. Increased serum levels of sST2 by the 7th day of MI were associated with the development of adverse LVR by the end of the 6-month period.
The development of adverse left ventricular remodeling (LVR) after myocardial
infarction (MI) remains a significant problem despite current achievements in
invasive and pharmacological treatment.[1,2] Adverse LVR is developed in 30%
of patients after MI, and it is a morphological substrate of the progression of
heart failure (HF).[2] The change in cardiovascular homeostasis in patients with acute MI reflects
an inflammatory reaction that occurs under conditions of hemodynamic stress; this is
a basis of early and long-term postinfarction LVR.[3,4] There have been many attempts to
determine the leading mechanism of LVR progression and its significant biochemical
marker.[5-8] In current cardiology practice,
only 2 markers reflecting the process of inflammation and hemodynamic stress are
available for routine use to evaluate the prognosis of patients with acute MI. The
first is high-sensitivity C-reactive protein (hCRP) and the second is N-terminal
pro-brain natriuretic peptide (NT-proBNP). However, they have different dynamics,
and the activities of these markers are connected with different periods of
MI.[9,10] The search for
a universal marker of the early period of MI with better analytical characteristics
elucidating the mechanisms of postinfarction LVR remains necessary. The study of a
marker of hemodynamic stress with inflammatory nature, such as the soluble isoform
of suppression of tumorigenicity 2 (sST2), seems promising compared with other
markers showing associations with LVR development.[8,11-13] A member of the interleukin
(IL)-1 receptor family, ST2, is expressed in cardiomyocytes, endotheliocytes, and
fibroblasts.[9,14] Secretion of its soluble form (sST2) increases in response to
the myocardial damage during the first weeks after MI onset, and it is associated
with an increase in the degree of myocardial fibrosis, development of adverse LVR,
and unfavorable cardiovascular outcomes.[8,9,11] ST2 regulates the expression
of pro-inflammatory cytokines from macrophages and prevents uncontrolled
inflammatory reactions in the area of MI. The level of sST2 could be responsible for
myocardial fibrosis and LVR, which could affect the prognosis after MI.[8,11] Many studies have revealed the
predictive value of sST2 level in the early period of MI, but not all previous data
are in agreement and the results are not always reproducible across different
research groups.[6,8]
The accurate terms of the assessment of sST2 level were not established, and
previously identified associations were predominantly with mortality.[15-18] However, the role of sST2 in
the development of adverse LVR is not clear. The other marker of hemodynamic stress
is the NT-proBNP, which is produced in the myocytes of the ventricles where
myocardial stretch is present.[9,12] This indicator of
cardiomyocyte stretching is already used in patients with HF. However, parameters
such as sex, age, and body mass index, as well as some diseases such as infections
and kidney disease, could also influence the level of NT-proBNP.[9] Some studies have investigated the combined role of sST2 and NT-proBNP in the
development of adverse outcomes after MI.[6,9] However, serial study of the
early and late changes in sST2 levels, their association with echocardiography
parameters, and comparing them with the level of NT-proBNP and with inflammatory
markers bring us closer to more accurate evaluation of the risk of developing
adverse LVR during the long-term period after MI.[16]The aim of this study was to assess the early and late dynamics of serum levels of
sST2 and NT-proBNP and their correlations with the development of adverse LVR
through 6 months in patients with primary MI with ST-segment elevation (STEMI).
Methods
Study subjects
The study comprised 31 patients with primary anterior STEMI admitted to the
Cardiac Emergency Department within 24 hours of onset of the disease.
Percutaneous coronary intervention (PCI) was performed during the first
24 hours. The study was registered in the clinical research database ClinicalTrials.gov under the identification number NCT02562651.
Exclusion criteria were included the following: more than 75 years of age,
severe comorbidities, acute HF with Killip class IV (cardiogenic shock),
non-Q-wave MI, heart rate <40 beats per minute, permanent form of atrial
fibrillation, decompensated HF (New York Heart Association [NYHA] class III-IV),
severe valvular pathology, or poor quality of imaging data. Instrumental
studies, laboratory tests, and treatment were performed according to European
guidelines for patients with STEMI.[19] The diagnostic criteria for STEMI were the presence of chest pain
typically longer than 20 minutes, ST-segment elevation of 0.1 mV in 2 or more
contiguous leads or the appearance of a complete left bundle branch block on an
electrocardiography (ECG), and laboratory findings of elevated creatine
phosphokinase (CPK), CPK cardiac specific isoenzyme (MB), and troponin T levels
>the 99th percentile upper reference limit. The protocol of the
study was approved by a local ethics committee, and it was developed in
compliance with the World Medical Association (WMA) Declaration of Helsinki
“Ethical principles for medical research involving human subjects” (updated in
2000) and “Rules for clinical practice in the Russian Federation” approved by
the Ministry of Healthcare of the Russian Federation on June 19, 2003. All
patients signed informed consent forms prior to participation in the study.
Echocardiographic study
Standard transthoracic echocardiography was performed at days 3 (T2), 7 (T3), and
14 (T4) and 6 months (T5) after STEMI onset (Vivid E9; GE Healthcare).[20,21] Serum was
sampled at the same times and also at day 1 (T1) after STEMI onset. A scientific
collaborator from the Department of Laboratory Diagnostics determined serum
levels of sST2, NT-proBNP, and hCRP by an immunoenzymatic assay method. Data
were compared with the results acquired from healthy volunteers.Echocardiography data were obtained from parasternal and apical views using an
ECG-synchronized 1.7-4.6 MHz sector matrix probe. All echocardiography images
were analyzed offline by a single independent ultrasound diagnostic specialist,
who was without any information about patient history.[20-22] All data were obtained on
an ultrasound machine Vivid E9 (GE Healthcare) and saved on CD-ROM drives. Then,
these images were transferred and analyzed with the software GE EchoPac. Left
ventricular end diastolic volume (EDV), end systolic volume (ESV), and ejection
fraction (EF) were determined by a refined Simpson method in a biplane regime.[23] Adverse LVR was detected when LV EDV (ΔEDV) and/or ESV (ΔESV) increased
by more than 20% over 6 months after onset compared with baseline data.[24]
Assays
Blood serum was sampled on days 1 (T1), 3 (T2), 7 (T3), and 14 (T4) and 6 months
(T5) after STEMI onset. Samples were centrifuged for 15 minutes. Then, plasma
was frozen at −40°C. The serum level of sST2 was determined with the Presage ST2
Assay kits (Critical Diagnostics, San Diego, CA, USA). The level of NT-proBNP
was assessed with the Biomedica kit (Bratislava, Slovakia). The level of hCRP
was determined with Biomerica hCRP kits (Irvine, CA, USA). Troponin T level was
measured with Immunoassay Systems Access (Beckman Coulter, Brea, CA, USA).
Data analysis and statistics
All statistical data were processed using STATISTICA 10 software. Results are
presented as mean ± standard deviation (M ± SD) in the case of normal
distribution and as median (Me) and the Me 25% and 75% quartiles (Q1; Q3) in the
case of non-normal distribution. Value of P < .05 from
2-sided tests was considered significant. A student t-test was
used when variables were normally distributed. The Friedman test was used for
non-normal distribution, and the Mann-Whitney U test was used
for quantitative comparisons of 2 independent groups. Spearman rank correlation
coefficient indicated the presence of associations between 2 variables. A value
of r (rank correlation coefficient) from 0.4 to 0.7 showed
moderate correlation. Step-wise logistic regression analysis with 95% confidence
intervals (CIs) determined the prognostic values of sST2 and NT-proBNP for early
and long-term adverse LVR. Univariate and multivariate analyses were used to
identify candidate variables for entry to a multivariable logistic regression
model to select the variables most predictive of development of adverse LVR. We
included the following variables in multivariable logistic regression model: EF
LV, reperfusion time, sST2 and NT-proBNP levels at the admission, and complete revascularization.[25]
Results
Baseline characteristics
The study included 31 patients with STEMI admitted to the Cardiac Emergency
Department from March 1, 2014 to March 1, 2015. Their clinical and medical
history is presented in Tables 1 and 2.
Table 1.
Baseline characteristics and characteristics at discharge of patients
with acute STEMI (n = 31).
Parameters
At the admission
Age (years)
58.3 ± 9.8
Male (n (%))
21 (67)
Smoking history (n (%))
15 (58)
BMI (kg/m2)
28 ± 5.1
Hypertension history (n (%))
21 (67)
Diabetes mellitus (n (%))
8 (25)
Killip class (n (%))
at the admission
1
28 (91)
2
1 (3)
3
2 (6)
At the discharge
Combined end point (death, recurrent MI, angina pectoris
FC ⩾ III, HF NYHA class > I)
7 (22)
Recurrent MI
1 (3)
HF NYHA class > I
5 (16)
Angina pectoris FC ⩾ III
1 (3)
Abbreviations: BMI, body mass index; FC, functional class; HF, heart
failure; MI, myocardial infarction; NYHA, New York Heart
Association; STEMI, myocardial infarction with ST-segment
elevation.
Table 2.
Primary PCI results and transthoracic echocardiographic data of patients
with acute STEMI (n = 31).
Parameter
Extent of CAD, n (%)
1-vessel
22 (71)
2-vessel
7 (23)
3-vessel
2 (6)
Reperfusion time (hours)
4.8 ± 3.3
First 3 hours, n (%)
9 (29)
Time from pain onset-PCI center
3.8 ± 3 hours
Thrombolysis + PCI, n (%)
17 (54)
Primary PCI, n (%)
14 (45)
Delayed PCI, n (%)
14 (45)
Complete reperfusion, n (%)
20 (64)
LV EDV (day 3), mL
107 ± 21.9
ΔLV EDV (day 3, 6 months, %)
13.0 ± 20.0
LV ESV (day 3), mL
49 ± 15.1
ΔLV ESV (day 3, 6 months, %)
19.6 ± 40
LV EF (day 3), %
54.2 ± 9.2
ΔLV EF (day 3, 6 months; %)
2.9 ± 7.6
Abbreviations: CAD, coronary artery disease; PCI, percutaneous
coronary intervention; EDV, end diastolic volume; ESV, end systolic
volume; EF, ejection fraction; LV, left ventricular.
Baseline characteristics and characteristics at discharge of patients
with acute STEMI (n = 31).Abbreviations: BMI, body mass index; FC, functional class; HF, heart
failure; MI, myocardial infarction; NYHA, New York Heart
Association; STEMI, myocardial infarction with ST-segment
elevation.Primary PCI results and transthoracic echocardiographic data of patients
with acute STEMI (n = 31).Abbreviations: CAD, coronary artery disease; PCI, percutaneous
coronary intervention; EDV, end diastolic volume; ESV, end systolic
volume; EF, ejection fraction; LV, left ventricular.Heart rhythm disorders were the most frequent complications of MI at admission
(29%); however, acute HF with Killip class ⩾II occurred only in 9% of patients.
There were no deaths during the 6-month period after MI. Only 3% of patients had
a recurrent MI; 3% of patients had angina pectoris FC ⩾III; 31% of patients had
HF NYHA class >I, and 45% patients had adverse LVR to 6-month period.
Associations with angina pectoris and HF NYHA class >I were shown only for
NT-proBNP at time points T3 and T5 (r = 0.6 for each of them;
P = .04 and .042, respectively). The trends in
echocardiographic parameters are shown in Figure 1.
Figure 1.
Changes in baseline echocardiographic parameters (EF LV, EDV LV, ESV LV)
in the 6-month period in patients with STEMI. (n = 31;
CP < .05: significant difference between
time-point T5 and others.) EDV indicates end diastolic volume; EF,
ejection fraction; ESV, end systolic volume; LV, left ventricular; MI,
myocardial infarction; STEMI, myocardial infarction with ST-segment
elevation; T2, 3rd day; T3, 7th day; T4: 14th day; T5: 6 months after
MI.
Changes in baseline echocardiographic parameters (EF LV, EDV LV, ESV LV)
in the 6-month period in patients with STEMI. (n = 31;
CP < .05: significant difference between
time-point T5 and others.) EDV indicates end diastolic volume; EF,
ejection fraction; ESV, end systolic volume; LV, left ventricular; MI,
myocardial infarction; STEMI, myocardial infarction with ST-segment
elevation; T2, 3rd day; T3, 7th day; T4: 14th day; T5: 6 months after
MI.
Dynamics of sST2, NT-proBNP, and hCRP
The level of sST2 decreased from time-point T1 to time-point T5 (Figure 2). More marked
changes were observed during the first 7 days after STEMI, and subsequently a
gradual reduction from time-point T1 to time-point T2
(P = .046), and then from time-point T2 to time-point T3
(P = .037).
Figure 2.
Changes in the serum levels of sST2 in the 6-month period in patients
with STEMI. (n = 31; *P < .05: significant
difference between time-point T1 and others,
#P < .05: significant difference
between time-point T3 and others.) MI indicates myocardial infarction;
STEMI, myocardial infarction with ST-segment elevation; sST2, soluble
isoform of suppression of tumorigenicity 2; 1, 1st day (Т1); 2, 3rd day
(Т2); 3, 7th day (Т3); 4, 14th day (Т4); 5, 6 months after MI (Т5).
Changes in the serum levels of sST2 in the 6-month period in patients
with STEMI. (n = 31; *P < .05: significant
difference between time-point T1 and others,
#P < .05: significant difference
between time-point T3 and others.) MI indicates myocardial infarction;
STEMI, myocardial infarction with ST-segment elevation; sST2, soluble
isoform of suppression of tumorigenicity 2; 1, 1st day (Т1); 2, 3rd day
(Т2); 3, 7th day (Т3); 4, 14th day (Т4); 5, 6 months after MI (Т5).The levels of sST2 decreased by 48% from the baseline to time-point T3 (53[28;
279] ng/mL vs 286[14; 113] ng/mL, P = .001). However, sST2
decreased by only 2% from time-point T3 to time-point T5 (28[14; 113] ng/mL vs
27[16; 54] ng/mL, P = .85). At the time of admission, 68% of
the patients had elevated sST2 (>35 ng/mL). This proportion decreased to 25%
at time-point T3 and to 12% at time-point T5. The other marker of hemodynamic
stress, NT-proBNP, showed different dynamics (Figure 3).
Figure 3.
Changes in serum levels of NT-proBNP at 6 months in patients with STEMI.
(n = 31; *P < .05: significant difference between
time-point T3 and others; #P < .05:
significant difference between time-point T4 and others.) NT-proBNP
indicates N-terminal pro-brain natriuretic peptide; STEMI, myocardial
infarction with ST-segment elevation; 1; 1st day (Т1); 2, 3rd day (Т2);
3, 7th day (Т3); 4, 14th day (Т4); 5, 6 months after MI (Т5).
Changes in serum levels of NT-proBNP at 6 months in patients with STEMI.
(n = 31; *P < .05: significant difference between
time-point T3 and others; #P < .05:
significant difference between time-point T4 and others.) NT-proBNP
indicates N-terminal pro-brain natriuretic peptide; STEMI, myocardial
infarction with ST-segment elevation; 1; 1st day (Т1); 2, 3rd day (Т2);
3, 7th day (Т3); 4, 14th day (Т4); 5, 6 months after MI (Т5).Its levels decreased by 2% from the baseline to time-point T3 (454[27;
1227] pg/mL vs 316[34; 1640] pg/mL, P = .33), but it decreased
to 40% from time-point T3 to time-point T5 (309[34; 1640] pg/mL vs 203[27;
536] pg/mL, P = .001). At the time of admission, 64% of the
patients had elevated NT-proBNP (>125 pg/mL), and it was 76% at time-point T3
and 65% at time-point T5.These markers decreased from the first day after MI until the end of the 6-month
period: For sST2, this was from 53 (28; 279) to 27 (16; 54) ng/mL
(P = .001); for NT-proBNP, it was from 454 (27; 1227) to
203 (27; 536) pg/mL (P = .015).The level of hCRP decreased from time-point T2 to time-point T5 (10.2 [3.2;
11.6] mg/L vs 2.6 [0.1; 7.7] mg/L, P = .003). However,
significant changes in hCRP level during the hospital stay were observed only
from time-point T3 to time-point T4 (7.6 [1.1; 11.5] mg/L vs 3.1[1; 8] mg/L,
P = .0010 (Figure 4).
Figure 4.
Dynamics of serum levels of NT-proBNP, hCRP, and sST2 over 6 months in
patients with STEMI. (n = 31; *P < .05: significant
difference between time-point T1 and other time-points;
#P < .05: significant difference
between time-point T2 and other time-points;
†P < .05: significant difference
between time-point T3 and other time-points.) hCRP indicates
high-sensitivity C-reactive protein; NT-proBNP, N-terminal pro-brain
natriuretic peptide; sST2, soluble isoform of suppression of
tumorigenicity 2; STEMI, myocardial infarction with ST-segment
elevation; T1, 1st day; T2, 3rd day; T3, 7th day; T4, 14th day; T5,
through 6 months after MI.
Dynamics of serum levels of NT-proBNP, hCRP, and sST2 over 6 months in
patients with STEMI. (n = 31; *P < .05: significant
difference between time-point T1 and other time-points;
#P < .05: significant difference
between time-point T2 and other time-points;
†P < .05: significant difference
between time-point T3 and other time-points.) hCRP indicates
high-sensitivity C-reactive protein; NT-proBNP, N-terminal pro-brain
natriuretic peptide; sST2, soluble isoform of suppression of
tumorigenicity 2; STEMI, myocardial infarction with ST-segment
elevation; T1, 1st day; T2, 3rd day; T3, 7th day; T4, 14th day; T5,
through 6 months after MI.Among the clinical parameters, we found a direct association between the level of
sST2 and diabetes mellitus (r = 0.39;
P = .046), and a correlation was found between the level of
NT-proBNP and physical inactivity (r = 0.44,
P = .034).Then, we analyzed the correlations between levels of sST2 and NT-proBNP and
standard markers of necrosis, such as troponin T and CPK MB during the whole
period of the observation. We found an association between the level of sST2 and
troponin T (r = 0.46; P = .034) at admission.
In addition, the serum levels of sST2 and hCRP correlated at time-point T3
(r = 0.5; P = .034).The results of the correlation analyses did not show associations between the
level of NT-proBNP and the development of adverse LVR by 6 months after STEMI.
However, serum levels of sST2 at time-points T1 (r = 0.5,
P < .05) and T2 (r = 0.4,
P < .05) were associated with adverse LVR by 6 months
after STEMI.
sST2 and NT-proBNP in development of LVR
The next stage of our study was a comparative analysis of these markers in the
groups with (14 patients) or without (17 patients) adverse LVR at 6 months after
MI (Table 3). These
groups did not differ in clinical and medical history.
Table 3.
Comparison differences between the serum levels of NT-proBNP and sST2 and
their dynamics in patients with/without adverse LVR (n = 31).
Parameter
LVR+ (n = 14)
LVR− (n = 17)
P
LVR+ (n = 14)
LVR− (n = 17)
NT-proBNP (pg/mL)
T1
218 (27–577)
502 (27–1227)
>.05
T2
412 (232–802)
410 (232–802)
>.05
T3
280 (34–645)
343 (73–1640)
>.05
[†]
T4
302 (27–376)
463 (60–801)
>.05
T5
127 (27–123)
191 (32–536)
>.05
[††]
sST2 (ng/mL)
T1
162 (36–279)
42 (28–262)
.015
T2
81 (29–191)
33 (17–61)
.021
[††]
[††]
T3
39 (24–113)
25 (14–44)
>.05
[††]
[††, †††]
T4
30 (26–40)
27 (20–51)
>.05
[††]
[††]
T5
27 (16–36)
27 (20–54)
>.05
[††]
[††]
Abbreviations: LVR, left ventricular remodeling; LVR+, with adverse
LVR to 6-month period; LVR−, without adverse LVR to 6-month period;
NT-proBNP, N-terminal prohormone of brain natriuretic peptide; sST2,
soluble ST2; T1, 1st day; T2, 3rd day; T3, 7th day; T4, 14th day;
T5, at 6 months after MI.
Values are presented as median (25%-75% quartile).
P < .05: significant difference between
time-point T5 and other time-points.
P < .05: significant difference between
time-point T1 and other time-points.
P < .05: significant difference between
time-point T2 and other time-points.
Comparison differences between the serum levels of NT-proBNP and sST2 and
their dynamics in patients with/without adverse LVR (n = 31).Abbreviations: LVR, left ventricular remodeling; LVR+, with adverse
LVR to 6-month period; LVR−, without adverse LVR to 6-month period;
NT-proBNP, N-terminal prohormone of brain natriuretic peptide; sST2,
soluble ST2; T1, 1st day; T2, 3rd day; T3, 7th day; T4, 14th day;
T5, at 6 months after MI.Values are presented as median (25%-75% quartile).P < .05: significant difference between
time-point T5 and other time-points.P < .05: significant difference between
time-point T1 and other time-points.P < .05: significant difference between
time-point T2 and other time-points.We analyzed the sensitivity and specificity of the assessment of serum levels of
NT-proBNP and sST2 in time-points T1-T4 and revealed that the highest meanings
of sensitivity and specificity were in time-point T3. Logistic regression
analysis showed that a high level of NT-proBNP at time-point T3 was accompanied
by adverse LVR in the 6-month period (95% CI, 0.5-0.9; AUC = 0.8;
P = .1), with 80% diagnostic sensitivity and 78%
specificity. Also, logistic regression analysis showed that a high concentration
of sST2 at time-point T3 increased the risk of adverse LVR (95% CI, 0.5-0.9;
areas under curve [AUC] = 0.8; P = .002), with 92% sensitivity
and 70% specificity. However, the predicted probability from the binary logistic
model including sST2 and NT-proBNP together yielded an AUC of 0.8 (95% CI,
0.5-0.9, P = .2), which did not have any advantages compared
with the assessment of sST2 or NT-pro-BNP alone (Figure 5).
Figure 5.
ROC curve analysis on predictive values of serum levels of NT-proBNP and
sST2 for adverse LVR (n = 31). LVR indicates left ventricular
remodeling; NT-proBNP, N-terminal prohormone of brain natriuretic
peptide; ROC, receiver operating characteristic curve; sST2, soluble
ST2; T3, 7th day.
ROC curve analysis on predictive values of serum levels of NT-proBNP and
sST2 for adverse LVR (n = 31). LVR indicates left ventricular
remodeling; NT-proBNP, N-terminal prohormone of brain natriuretic
peptide; ROC, receiver operating characteristic curve; sST2, soluble
ST2; T3, 7th day.The following predictors of developing adverse LVR were included in the
multivariate analysis model after using linear regression: reperfusion time,
complete revascularization, value of EF LV, and prospective markers of adverse
LVR such as sST2 and NT-proBNP. Adverse LVR was associated with the level of
sST2 (P = .003) and with complete revascularization
(P = .01) at time-point T1 (Table 4).
Table 4.
Summary of multiple linear regression of EF LV, sST2, NT-proBNP,
reperfusion time, complete revascularization, and diagnosis on adverse
LVR.
Variable (T1)
β (standard deviation)
T
P value
EF LV
0.18
1.0
.3
sST2
−0.3
2.3
.003
NT-proBNP
0.005
0.03
.97
Reperfusion time
−0.04
0.2
.8
Complete revascularization
0.4
2.8
.01
Abbreviations: EF LV, ejection fraction of left ventricular; LVR,
left ventricular remodeling; NT-proBNP, N-terminal prohormone of
brain natriuretic peptide; sST2, soluble ST2; T1, 1st day after
myocardial infarction.
Multiple regression (n = 31). Correlation between adverse LVR and its
expected predictors.
Summary of multiple linear regression of EF LV, sST2, NT-proBNP,
reperfusion time, complete revascularization, and diagnosis on adverse
LVR.Abbreviations: EF LV, ejection fraction of left ventricular; LVR,
left ventricular remodeling; NT-proBNP, N-terminal prohormone of
brain natriuretic peptide; sST2, soluble ST2; T1, 1st day after
myocardial infarction.Multiple regression (n = 31). Correlation between adverse LVR and its
expected predictors.
Discussion
The processes of structural and functional deformation of the myocardium after MI are
multifaceted. Markers of hemodynamic stress, markers of degradation of the
intercellular matrix, and markers of inflammation show the intensive processes that
alter the myocardium.[6,10] Numerous data indicate the presence of associations between
these biomarkers and adverse cardiovascular events, such as increased risk of
mortality, and nonfatal adverse cardiac events, such as worsening HF, recurrent MI,
stroke, and development of adverse LVR.[6,8,9] However, these findings are
conflicting and contradictory; furthermore, accurate times and reference values of
these markers for patients with STEMI do not exist. We assessed a group of patients
in working age with the primary MI, and timely revascularization, and modern therapy
of MI. However, remodeling of the myocardium is a process that inevitably occurs
after MI and the percentage of these patients in our group was more than in world
practice—45% of patients.[2] Serial analysis of sST2 dynamics, their connection with clinical and
anamnestic data and parameters of echocardiography and comparison with NT-proBNP
allow us to get closer to determining the role of sST2 in the development of adverse
LVR and to evaluate its possible advantages. Currently, only instrumental markers,
such as the parameters of echocardiography, are used to indicate the development of
adverse LVR.[2,24] The search for
a convenient and reliable biomarker of adverse LVR, which allows us to predict this
condition in the early stages based on an accurate date of assessment, seems promising.[26] Among the markers of hemodynamic stress, NT-proBNP is used in clinical
practice as a marker of unfavorable prognosis in HF, whereas sST2 is recommended for
additional risk stratification according to a 2013 recommendation from the American
College of Cardiology Foundation and the American Heart Association.[12] However, it also has an inflammatory nature. Furthermore, sST2 has been
proposed as a prognostic marker of mortality in patients with acute coronary
syndrome (ACS) and HF.[8,9,11-13] The levels of these markers
increase in response to high wall tension of the heart ventricles, which accompanies
the development of MI.[26] We confirmed the results of other investigators that showed that the levels
of sST2 and NT-proBNP were increased on the first day after MI.[6,27] In addition, all of these
markers decreased during the 6-month period following MI. However, the dynamics of
their declines were different. The level of sST2 decreased more intensively during
the first 7 days, but the level of NT-proBNP decreased effectively after the 7th
day. These dynamics of sST2 can be explained by its inflammatory nature, such as the
dynamics of hCRP, whose levels increased acutely during acute MI.[26] We suggest that the level of sST2 reflects the amount of injured tissue and
that it is associated with necrosis and inflammatory events, whereas NT-proBNP is
associated with cardiac mechanical stress.[12,28,29] We also found the connection
between the level of sST2 and troponin T, and although these data are contradictory,[6] it may confirm that sST2 plays a role in inflammation.The associations of high levels of sST2 in the earlier period of MI and adverse
outcomes were found in early research, but it was previously associated with
mortality.[15,16,17,29] We revealed the same association of sST2 at days 1 and 3, but
it was with adverse LVR after the 6-month period, such changes in sST2 could be the
result of damage to endothelial cells during the acute period of MI, because this
type of cell is the primary producer of sST2.[9,14] Increased serum levels of sST2
during the first 7 days after STEMI reflect early stage of MI, when clinical signs
and symptoms of left ventricle dysfunction have not yet appeared, but the assessment
of sST2 could predict the development of the progression of LVR. This is supported
by multivariate analysis in our study. However, there was no data to support the
associations between the level of NT-proBNP and adverse LVR. Receiver operating
characteristic curve (ROC) analysis also showed that the assessment of the level of
sST2 at the seventh day has the best sensitivity and specificity. A high level of
sST2 at admission showed a significant decrease at day 7, and the absence of it was
associated with adverse LVR. Some studies have compared the role of sST2 and
NT-proBNP; however, they did not use serial measurements of these markers and they
assessed early prognosis after MI.[6] Other investigators assessed sST2 at admission and on the second or third day
and its predictive value for cardiovascular death or congestive heart failure (CHF)
during a year following PCI. They found that combined high sST2 and NT-proBNP were
associated with the worst prognosis, but we found it useful to determine sST2 level
in the early post MI period. Serial analysis of sST2 dynamics at the early and late
period of MI led us to determine more useful terms of assessment for sST2. Also, it
helps us to understand that future investigation of the role of sST2 in the
development of LVR and HF could allow us to improve the quality of personal medicine
for patients with a high risk of developing these conditions after MI.
Limitations
This study was conducted as a single-center trial. A small sample was studied due to
limited time and strict inclusion criteria. For these reasons, further studies are
required.
Conclusions
The dynamics of serum levels of soluble isoform of suppression of tumorigenicity 2
and NT-proBNP were different. The level of soluble isoform of suppression of
tumorigenicity 2 was normalized by the 7th day, and NT-proBNP decreased only by the
end of the 6-month period after MI. Increased serum levels of soluble isoform of
suppression of tumorigenicity by the 7th day of MI were associated with the
development of adverse left ventricular remodeling by the end of the 6-month
period.
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