Abstract
Objectives
Lymphocytes are key players in the adaptive immune system, playing an important role in the anti-inflammatory balance in the post-myocardial infarction (MI) period and being involved in healing process. We aimed to investigate temporal changes in lymphocyte subunits in maladaptive remodeling following acute myocardial infarction.
Design and setting
A total of 84 patients with anterior ST-segment elevation MI (STEMI) were enrolled. Lymphocyte subunits were measured 1 day, 2 and 6 weeks after MI. Maladaptive cardiac remodeling was defined as an increase in left ventricular end-diastolic volume by ≥12% in cardiac magnetic resonance imaging at the 6-months follow-up.
Participants
A total of 84 patients with anterior STEMI were enrolled.
Measurements and results
On the first day post-MI, the median number of total lymphocytes, T cells, and B cells were higher in the maladaptive remodeling group than in the without maladaptive remodeling group. Two weeks post-MI, the median number of B cells was higher in the maladaptive remodeling group, but similar at 6 weeks post-MI. Regression analysis revealed that a high number of B cells on the first day post-MI was related to maladaptive remodeling.
Conclusions
In the maladaptive remodeling group, both inflammation markers, T and B lymphocyte levels were higher in the initial phase of MI, while B cells were approximately two-fold higher and an independent predictor of maladaptive remodeling. This study strongly supports the idea of developing immunotherapies or treatments that target B cells in cardiac remodeling.
Introduction
Immune cells have been shown to mediate both protective and detrimental effects on cardiac remodeling. 1 This uncertainty surrounding the immune system's role and inconsistent results of recent clinical trials question the benefits of anti-inflammatory therapies during acute myocardial infarction (MI). 1 An excessive inflammatory response can determine the outcome of cardiac repair and cause a maladaptive change in the structure and function of the heart. 2 Lymphocytes are key players in the adaptive immune system, playing an important role in the anti-inflammatory balance in the post-MI period. 3
It has been shown that T cells participate in myocardial inflammation and the healing process, and regulatory T cells mediate regenerative programs.4,5 Sustained responses of T cells after MI may lead to maladaptive remodeling and contribute to heart failure in the future. 6 CD3 cells represent total T lymphocytes, 7 and anti-CD3 antibody treatment has been shown to reduce scar formation in a rat MI model. 8 Therefore, reparative processes in the myocardium after MI may require temporal regulation in biphasic immune cells. 9 B lymphocytes can influence the myocardial mass and pro-inflammatory response by playing a role in the production of natural antibodies. 10
Evaluation of the temporal changes in lymphocyte subunits can provide more detailed information about the mechanism of maladaptive remodeling and make the new paradigms of cardiac vulnerability easier to understand and apply. Moreover, temporal change can be a guide for when lymphocyte therapeutic targets should be applied after MI. In the present study, we investigated temporal changes in lymphocyte subunits in maladaptive remodeling following MI.
Materials and methods
Study population and design
This multicenter prospective study was performed from June 2015 through June 2018 and was designed in accordance with the Declaration of Helsinki revised in Brazil in 2013 and Good Clinical Practice Guidelines. Approval was obtained from the local ethics committee commission (Decision Date/No.: 24.06.2013/106), and all patients who participated in the study filled in informed consent forms. Patient recruitment and data collection for this study was done from June 2015 through June 2018. Assuming an alpha of 0.05, a power of 0.80, and with 20% estimated maladaptive remodeling rate in line with previous reports, 11 the estimated sample size was at least 40 patients in total.
Five hundred sixty-seven patients (>18 years of age) who presented to the emergency department with first ST-segment elevation MI (STEMI) (by the third universal definition of MI) 12 and who underwent primary percutaneous coronary intervention (PCI) within the first 12 h of chest pain were evaluated in the study. All STEMI patients were managed according to the latest guidelines of the European Society of Cardiology. 13 Nearly 480 acute MI patients were evaluated, many of whom met the exclusion criteria, some did not want to participate in the study. Patients diagnosed with acute anterior MI but 25 with different rheumatological diseases, 20 patients with acute infections, and 30 patients receiving various cancer treatments were excluded from the study. Twenty patients were lost in follow-up, and thus, the remaining 84 first anterior STEMI patients were included and data of these patients were evaluated in the study.
The patients who met the following criteria were excluded from the study: late admission, over 75 years old, failed PCI, claustrophobia, in cardiogenic shock or need of intra-aortic balloon pump, the history of silent ischemia/infarct and the history of prior PCI, right coronary artery occlusion, any kind of systemic inflammatory disease, autoimmune disease, the history of use of chronic corticosteroid or anti-inflammatory drugs, malignancy, pregnancy or delivery within the last 90 days or breastfeeding mothers, and planned emergency or elective coronary artery by-pass graft after angiography. Since right coronary artery sends blood to the right side of the heart and the definition of maladaptive remodeling was based on an increase in left ventricular end-diastolic volume (LVEDV) of ≥12% at 6 months post-MI,11,14 patients with acute inferior MI or MI with right coronary artery occlusion were excluded from the study.
The clinical, demographic, laboratory, and radiological findings were timely recorded in the patient files during the follow-up. The Global Registry of Acute Cardiac Events Risk (GRACE) score was obtained using the official calculator. Blood samples were taken early in the day to prevent the effect of daily rhythm differences in the expression of inflammatory markers. The same laboratory technician performed the tests after the collection of all samples and ran them in the same laboratory in a single session with the same device.
Biochemical parameters
Blood samples were obtained from the antecubital vein at presentation for troponin and lipid panel, and 1 day, 2 weeks (14 days), and 6 weeks (45 days) after admission for lymphocyte subunits. The samples were centrifuged at 1500 r/min for 10 min and then stored at −80 °C. Complete blood cell counts were obtained with a Sysmex XN-1000 hematology analyzer (Sysmex Corporation, Kobe, Japan). Biochemical parameters were measured with an Automatic Biochemical Analyzer 7600-120 (Hitachi High Technologies, Tokyo, Japan). Lipid parameters were determined by the homogeneous enzymatic colorimetric method with a Hitachi Modular P800 autoanalyzer (Roche Diagnostics Corp., New York, USA). Friedewald's method was employed to calculate the low-density lipoprotein. 15
Flow cytometric analysis
A FACSAria III (Becton Dickinson Bioscience, San Jose, CA, USA) was used for flow cytometry acquisition and analyses were performed with FACS® Diva software, and 50,000 events were collected per sample. For cytofluorometry, the following antibodies were used: BD Horizon™ V500 labeled antibodies to CD3 (catalog no. 561416) and phycoerythrin (PE-Cy™ 7)-labeled antibodies to CD19 (catalog no. 557835). Nonspecific immunoglobulin G isotypes were used as negative controls. For red blood cell lysis, 2 mL of lysing buffer was added to the blood sample tube (BD FACS™ lysing solution 100 mL; catalog no. 349202). Exemplary flow cytometric findings are shown in Figure 1.

Change of lymphocytes subpopulations after myocardial infarction.
Cardiac magnetic resonance imaging
After inclusion, follow-up 3-T scanner cardiac magnetic resonance (CMR) imaging (Magnetom Skyra, Siemens Medical Systems, Erlangen, Germany) was performed 2 weeks and 6 months after the index event. Acquisition of one four-chamber view, cine short-axis sections, and one two-chamber view were included in the CMR imaging protocol. The indices of left ventricular (LV) systolic function were evaluated with a retrospective electrocardiogram-gated turbo-fast low angle shot sequence. The imaging parameters were as follows: echo time 1.42 ms, repetition time 39 ms, flip angle 57°, voxel size 1.67 × 1.67 × 6 mm3. The readers measured LVEDV and LV end-systolic volume (LVESV) with Siemens syngo.via VA30. The end-diastolic phase was selected as the first phase of the cine images. This phase was determined by visually identifying the end of inward motion of the left ventricle. 14 LV stroke volume was calculated as LVEDV minus LVESV, and ejection fraction (EF) was calculated as follows: EF = [(LVEDV − LVESV)/LVEDV] × 100.
The definition of maladaptive remodeling was based on an increase in LVEDV of ≥12% at 6 months post-MI.11,14
Statistical analysis
Statistical analysis was performed using SPSS 20 for Windows (IBM Corp., Armonk, NY, USA). The normal distribution of data was evaluated by a Shapiro–Wilk test. Numeric variables with and without normal distribution were plotted as mean ± standard deviation and median (25th and 75th interquartile range), respectively. The categorical variables were indicated as numeric and percentile values. Student's t-test or the Mann–Whitney U test was used for comparison of numeric variables between the two groups according to the distribution of normality. The chi-square test, Yates’ correction, and Fischer's exact test were used for comparison of the categorical data. Mixed model for repeated-measures analysis was performed for the comparison of cytokine levels in the post-MI period and during follow-up according to the remodeling groups. Logistic regression analysis was used to identify the independent predictors of maladaptive remodeling. Values of p < 0.05 (*) were considered to be significant. The changes in CMR imaging parameters and lymphocyte levels in the post-MI period are shown by “Δ.”
Results
Detailed demographic, laboratory, and clinical findings at the time of admission of the study population are shown in Table 1. The study population consisted of 11 women and 73 men. Maladaptive remodeling was detected in 21 patients (25%) at the end of 6 months. Mean cardiac troponin I (cTn-I) levels, mean monocyte levels, and median C-reactive protein (CRP) levels were higher in the maladaptive remodeling group than in the without maladaptive remodeling group. There were no significant differences in the other baseline findings between the with and without maladaptive remodeling groups.
Demographic, laboratory, and clinical findings of the study population.
ACE: angiotensin-converting enzyme; ARB: angiotensin II receptor blocker; BMI: body mass index; cTn-I: cardiac troponin I; CRP: C-reactive protein; DBP: diastolic blood pressure; GRACE: Global Registry of Acute Cardiac Events Risk; HDL: high-density lipoprotein; HR: heart rate; IQR: interquartile range; LDL: low-density lipoprotein; PCI: percutaneous coronary intervention; SBP: systolic blood pressure; TIMI: thrombolysis in myocardial infarction; WBC: white blood cell count.
Data are mean ± standard deviation, median (IQR), or number (%).
*p < 0.05 shows statistical significance.
Of the 84 patients who underwent primary PCI, 13 had also concurrent atrial fibrillation. Of these 13 patients, 5 were receiving rivaroxaban, 5 were receiving dabigatran, and 3 were receiving apixaban. Of the 84 patients included in the study, 60% were taking ticagrelor, 30% were taking clopidogrel, and 10% were taking prasugrel. None of these patients had bleeding complication during follow-up period. This was consistent with the Polish Atrial Fibrillation Registry results. 16
Eighty percent of the procedures were performed using the femoral approach, while the remaining 20% were performed via the radial approach. All procedures were performed by experienced specialists. Therefore, the importance of operator experience in the success of these procedures was not investigated. Eighty percent of the procedures were performed during working hours, and 20% were performed during night shifts. Only one radiologist evaluated the magnetic resonance imaging blindly three times at different times and the intra-observer variability coefficient was found to be r = 0.91.
Of the approximately 480 acute MI patients evaluated in this study, 50 were excluded because they were in acute cardiogenic shock. This result was consistent with the literature. Eighty percent of the interventions were performed via the femoral route. 17
Despite symptom-to-balloon time is not significant, there are numerical differences, our low sample size might be not sufficient to detect differences.
CMR imaging findings of the with and without maladaptive remodeling groups did not show significant differences at 2 weeks post-MI. Six months post-MI, mean left ventricular ejection fraction was lower and median LVEDV and median LVESV were higher in the maladaptive remodeling group than in the without maladaptive remodeling group. Six months post-MI, there was a significant worsening of LV volume and functions in the maladaptive remodeling group compared to the without maladaptive remodeling group (Table 2).
Results of cardiac magnetic resonance imaging.
CO: cardiac output; IQR: interquartile range; LV: left ventricular; LVEDV: left ventricular end-diastolic volume; LVEF: left ventricular ejection fraction; LVESV: left ventricular end-systolic volume; MI: myocardial infarction.
Data are mean ± standard deviation or median (IQR).
*p < 0.05 shows statistical significance.
Although data for this study were collected between 2015 and 2018, drug-eluting stent ) was used in 80% of the patients, bare metal stent was used in the remaining 20%, and no bioabsorbable vascular stent was used. Therefore, our results are not consistent with the 2014–2015 ORPKI Polish National Registry results. 18
On the first day post-MI, the median number of total lymphocytes, median number of T cells, and median number of B cells were higher in the maladaptive remodeling group than in the without maladaptive remodeling group. At 2 weeks post-MI, the median number of B cells was higher in the maladaptive remodeling group than in the without maladaptive remodeling group, while T cells did not significantly differ (Table 4). At 6 weeks post-MI, lymphocyte subunits were similar between the with and without maladaptive remodeling groups (Figure 1) (Table 3).
Subunits of lymphocytes among with and without maladaptive remodeling groups after myocardial infarction.
IQR: interquartile range; MI: myocardial infarction.
Data are mean ± standard deviation or median (IQR).
p < 0.05 shows statistical significance.
The number of B cells was lower at 2 weeks compared to the first day post-MI in the maladaptive remodeling group, while it was similar at 6 weeks compared to 2 weeks post-MI. In the without maladaptive remodeling group, the number of B cells was similar between the first day and 2 weeks post-MI, while it was higher 6 weeks post-MI (Table 4).
Change of lymphocyte subunits after myocardial infarction in with and without maladaptive remodeling groups.
ptime: first day vs. 2 weeks vs. 6 weeks in remodeling groups; Δp1: comparison of the changes between first day and 2 weeks post-MI in the remodeling groups (with vs. without maladaptive remodeling); Δp2: comparison of the changes between first day and 6 weeks post-MI in the remodeling groups (with vs. without maladaptive remodeling); Δp3: comparison of the changes between 2 and 6 weeks post-MI in the remodeling groups (with vs. without maladaptive remodeling); IQR: interquartile range; MI: myocardial infarction.
Data are mean ± standard deviation or median (IQR).
*p < 0.05 shows statistical significance.
Multivariable regression analysis including cTn-I, CRP, infarct size, and total lymphocyte count on the first day post-MI (model I) revealed infarct size and total lymphocyte count to be independent predictors of maladaptive remodeling. According to this analysis, an increase of 1000 cells in the total lymphocyte would increase the odds of maladaptive remodeling by 2.27-fold (odds ratio (OR) = 2.27, p < 0.001). In addition, the regression model in which lymphocyte subunits (model II) were included showed that a 100-cell increase in B lymphocytes increased the odds of lymphocytes by 1.29-fold (OR = 1.29, p < 0.001). Moreover, model II exhibited a higher goodness of fit compared to model I (model I: Nagelkerke R2: 0.40 vs. model II: Nagelkerke R2: 0.47) (Table 5).
Independent predictor of maladaptive remodeling.
cTn-I: cardiac troponin I; CRP: C-reactive protein; CI: confidence interval; LVEF: left ventricular ejection fraction; OR: odds ratio.
Reference group: without maladaptive remodeling. Total lymphocyte and T cells values are divided by 1000, and B cells are divided by 100. All analysis adjusted for LVEF and cardiac output.
*p < 0.05 shows statistical significance.
Discussion
The results of the present study both support and extend previous studies suggesting that T and B lymphocytes play an important role in modulating cardiac remodeling following MI. In our study, on the first day post-MI, T and B lymphocyte levels were higher in the maladaptive remodeling group. At 2 weeks post-MI, T lymphocyte levels did not differ between the groups, while B lymphocyte levels were higher in the maladaptive remodeling group. At 6 weeks post-MI, T and B lymphocyte levels were similar between the groups. Multivariable regression analysis revealed that an increase in B lymphocytes on the first day post-MI was related to increased odds of maladaptive remodeling. The temporal change in T and B lymphocytes may be guiding for human studies, consistent with the therapeutic targets demonstrated in experimental studies.
The inflammatory response following acute MI triggers a complex activation of molecular, cellular, and physiological events. 19 In the subacute phase of MI, inflammatory cells migrate to the damaged area to remove necrotic tissue and promote scar formation. On the other hand, lymphocyte response may regulate the transition of inflammation from the acute to chronic phase. 20 This follows a healing process initiated by the immune system that causes pathological and structural changes in the heart. 21 High CRP and cTn-I levels reflect a higher inflammatory response. Lymphocytes play a role in the immune response to inflammation and are involved in the healing process by inducing pro- and anti-inflammatory cytokines.22,23 Evaluation of changes in serial measurements of myocardial immune cell accumulations post-MI by cell-specific transcriptome or proteome analyses may be instrumental in elucidating the mechanisms of inflammation after cardiac tissue injury, including cytokine storms.
To date, most of the data on lymphocyte subsets have been based on mouse MI models, and B and T lymphocyte levels have been reported to increase 5- to 10-fold after MI and peak at 7 days. 24 The current findings show that T lymphocytes reach peak levels 6 weeks post-MI in patients with and without maladaptive remodeling, while B lymphocytes reach peak levels on the first day post-MI in patients with maladaptive remodeling. Reperfusion may affect leukocyte migration into the myocardium due to a reduction in infarct volume, thus causing an earlier peak of leukocytes, including lymphocytes. 25 T cells are activated as a result of the interaction of damage-associated molecular patterns released from damaged cardiac cells with B cells, and contribute to the pro-inflammatory environment. 26 This suggests that in an excessive inflammatory response the activation of T cells may increase due to B cell response. This may explain the higher T and B cells on the first day post-MI in patients with maladaptive remodeling. On the other hand, induced Treg cells developed by CD4+ T cells can suppress the functions of B cells and modulate the monocyte/macrophage interaction, thereby affecting cardiac healing.
In our previous study, we showed that interleukin (IL)-10, IL-19, and IL-26 expression were higher on the first day post-MI in patients who developed adverse remodeling, and we suggested that it might have been due to an excessive inflammatory response. 27 A disruption in T cell activation in the excessive inflammatory response may determine the outcome of cardiac remodeling post-MI, and may cause susceptibility to heart failure in the long term. Therefore, T lymphocytes may be a therapeutic target. Anti-CD3 antibody treatment in the rat model of acute MI resulted in reduced scar size, and cardio-protective and pro-angiogenetic pathways were not affected by the treatment. However, anti-CD3 antibody treatment caused qualitative changes in miRNA expression. 8
Previous limited studies showed that MI can trigger infiltration of mature circulating B cells and an increase in myocardial CD19+ cell count post-MI and is reported to contribute to cardiac remodeling.21,28 The proposed mechanism involves the infiltration of CD19 + IgD + IgMlo B lymphocytes into the infarcted myocardium and regulating of the migration of Ly6C+ monocytes from the bone marrow via CCL7. 28 On the other hand, Horckmans et al. 29 showed that the presence of minimal CD19+ cells in the myocardium post-MI suggests that CD19+ cells aggregate in lymphoid clusters in pericardial adipose tissue. They also found that B-cell depletion inhibited T-cell expansion in pericardial adipose tissue. 29 In an experimental study, Cordero-Reyes et al. 30 showed in the absence of B cells reduced hypertrophy, collagen deposition, and cytokine release and preserved LV function in a non-surgical mouse model of ischemic cardiomyopathy. Thus, they showed that maladaptive remodeling was attenuated by antibody-bound depletion of B cells. 30 These findings are consistent with lower B cells in the without maladaptive remodeling group. Activated B lymphocytes can increase monocyte migration and release of collagen-I, cytokines, and chemokines, which may adversely affect cardiac repair. However, there are limited studies evaluating the role of B lymphocytes in cardiac remodeling after MI and their mechanisms are still unclear. Therefore, more human and animal studies are required.
The main limitation of this study was that it did not include a detailed inflammatory panel. Due to the complex nature of inflammatory and immune responses, a detailed panel of biomarkers may be required for residual inflammatory risk assessment. In addition, evaluation of T and B lymphocyte subunits could better explain the effect of immune and adaptive immunity on cardiac remodeling. Finally, cytokines induced by T and B lymphocytes may have greater effects on cardiac remodeling.
Conclusion
The outcome of cardiac remodeling after STEMI depends on the innate and adaptive immune system involved in the inflammatory response. In the maladaptive remodeling group, both inflammation markers and T and B lymphocyte levels were higher in the initial phase of MI. The number of B cells at first day post-MI was approximately two-fold higher in those who developed maladaptive remodeling compared to those who did not, and they were identified as an independent predictor of maladaptive remodeling. Therefore, our study strongly supports the idea of developing immunotherapies or treatments that target B cells in cardiac remodeling.
Footnotes
ORCID iDs
Ethical considerations
The study was performed in accordance with the Declaration of Helsinki, and approved by The Faculty of Medicine Non-Drug Clinical Research Ethics Committee of the Ankara Yildirim Beyazit University, on June 24, 2013, under Decision No. 2013/106.
Consent to participate
Written informed consent was obtained from all patients.
Consent for publication
Informed consent for publication was provided by the participant(s) or a legally authorized representative.
Author contributions
Concept – FE; design – FE; supervision – FE; materials – FE, HO, OY, AK, MBA, MEO, and OFA; data collection and/or processing – FE, HO, OY, AK, MBA, MEO, and OFA; analysis and/or interpretation – FE, HO, OY, AK, MBA, MEO, and OFA; literature search – FE, HO, OY, AK, MBA, MEO, and OFA; writing – FE and HO; critical review – FE and HO. All authors read and approved the final manuscript.
Funding
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: The authors declared that this research received financial support from the Ministry of Health of the Republic of Turkey (Department of Research, Development and Health Technology Evaluation) 2015/SAGEM-2/001 project.
Declaration of conflicting interests
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Data availability statement
The data that support the findings of this study are available on request from the corresponding author.
Guarantor
Ferhat Eyyupkoca is the guarantor for the work. The guarantor accepts full responsibility for the work and/or the conduct of the study, had access to the data, and controlled the decision to publish.
