Next Article in Journal
Identification of an Immunoglobulin Paratope Binding to Keratan Sulfate and Expression of a Single-Chain Derivative for Imaging
Next Article in Special Issue
The Role of IL-6 in Ischemic Stroke
Previous Article in Journal
CXCL12 as a Potential Hub Gene for N-Acetylcysteine Treatment of T1DM Liver Disease
Previous Article in Special Issue
Tumor-Infiltrating Immune Cells and HLA Expression as Potential Biomarkers Predicting Response to PD-1 Inhibitor Therapy in Stage IV Melanoma Patients
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

The Role of Circulating Biomarkers in Patients with Coronary Microvascular Disease

by
Rossella Quarta
1,2,
Giovanni Martino
3,
Letizia Rosa Romano
2,3,
Giovanni Lopes
1,
Francesco Fabio Greco
4,
Carmen Anna Maria Spaccarotella
5,
Ciro Indolfi
1,
Antonio Curcio
1,2,*,† and
Alberto Polimeni
1,4,*,†
1
Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
2
Division of Cardiology, Annunziata Hospital, 87100 Cosenza, Italy
3
Department of Medical and Surgical Sciences, Magna Graecia University, 88100 Catanzaro, Italy
4
Division of Interventional Cardiology, Annunziata Hospital, 87100 Cosenza, Italy
5
Division of Cardiology, Department of Advanced Biomedical Sciences, Federico II University, 80134 Naples, Italy
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Biomolecules 2025, 15(2), 177; https://doi.org/10.3390/biom15020177
Submission received: 30 December 2024 / Revised: 16 January 2025 / Accepted: 24 January 2025 / Published: 25 January 2025

Abstract

:
Coronary microvascular disease (CMD) comprises a spectrum of conditions characterized by the functional and structural abnormalities of coronary microcirculation, affecting vessels typically smaller than 500 μm. Despite its clinical significance as a contributor to myocardial ischemia, CMD frequently remains underdiagnosed due to the limitations of current diagnostic approaches. Invasive testing, including coronary reactivity assessment, is considered the gold standard, but it is resource-intensive and not always accessible. Non-invasive methods, such as positron emission tomography (PET) and transthoracic Doppler echocardiography (TTDE), offer alternatives but are limited by varying accuracy and accessibility. Amid these diagnostic challenges, there is increasing interest in circulating biomarkers as adjuncts in CMD evaluation. Biomarkers associated with endothelial dysfunction, inflammation, and oxidative stress, detectable through routine blood tests, may assist in CMD diagnosis, risk stratification, and therapeutic monitoring. These biomarkers can offer insights into CMD pathogenesis and enable early, non-invasive screening to identify patients who may benefit from more invasive investigations. This narrative review examines studies assessing biomarkers in CMD patients with diagnoses confirmed through invasive techniques. Our objective is to focus on circulating biomarkers linked to the invasive evaluation of coronary microcirculation, aiming to advance the understanding of the underlying mechanisms of this prevalent condition and enhance diagnostic accuracy and the clinical management of affected patients.

1. Introduction

Coronary microvascular dysfunction (CMD), which affects vessels usually smaller than 500 μm in diameter, such as pre-arterioles, arterioles, and capillaries, is becoming more widely acknowledged as a serious pathological condition marked by structural and functional abnormalities in coronary microcirculation [1,2]. These tiny vessels are crucial regulators of coronary blood flow, accounting for about 70% of coronary resistance. Inward arteriolar remodeling, capillary rarefaction, intravascular plugging, perivascular fibrosis or infiltration, and extramural compression (e.g., myocardial hypertrophy, increased left ventricular end-diastolic pressure [LVEDP]) are structural changes in the coronary microcirculation [3]. Meanwhile, functional changes involve impaired vasodilator response and increased vasoconstrictor activity, such as microvascular spasms, which primarily result from endothelial and smooth muscle cell dysfunction [3].
CMD is a key contributor to myocardial ischemia and presents clinically as various conditions, including angina with non-obstructive coronary artery disease (ANOCA), ischemia with non-obstructive coronary artery disease (INOCA) [4], and myocardial infarction with non-obstructive coronary artery disease (MINOCA) [5,6,7]. In addition, CMD plays an important role in other cardiac and systemic diseases, such as hypertrophic cardiomyopathy, systemic autoimmune diseases, diabetes mellitus, and heart failure with preserved ejection fraction (HFpEF) [2,8,9,10].
To enhance the understanding of CMD, a clinical–pathogenetic classification is proposed, dividing CMD into four main categories: (1) CMD occurring in the absence of myocardial diseases or obstructive coronary artery disease (CAD), (2) CMD associated with myocardial diseases, (3) CMD related to obstructive epicardial CAD, and (4) iatrogenic CMD [11]. This classification underscores the diverse etiologies of CMD and highlights the need for tailored diagnostic and therapeutic approaches [12].
The pathogenesis of CMD is complex and multifactorial, involving mechanisms such as endothelial dysfunction, inflammation [13], oxidative stress, and altered vasoreactivity [14]. These processes collectively contribute to impaired coronary flow reserve, microvascular spasms, and increased coronary microvascular resistance, leading to the clinical manifestations of CMD [7]. Given the heterogeneity of its mechanisms, CMD is prevalent in up to 50% of patients with chronic coronary syndromes and over 20% of those presenting with acute coronary syndrome (ACS) [9].
Despite its considerable impact on patient outcomes, CMD remains underdiagnosed primarily due to challenges associated with its detection. Invasive coronary reactivity testing, including the assessment of coronary physiology, remains the gold standard for diagnosing CMD [15,16]. Due to its limited availability and the potential risks associated with invasive testing, alternative noninvasive techniques such as positron emission tomography (PET), transthoracic Doppler echocardiography (TTDE), stress echocardiography [17], and cardiac magnetic resonance imaging (CMR) have been employed, although their effectiveness can vary [18] (Figure 1).
Given these diagnostic challenges, there is a growing interest in identifying circulating biomarkers that could enhance the diagnosis, risk assessment, and management of patients with CMD. Biomarkers related to key processes like endothelial dysfunction, inflammation, and oxidative stress offer promising avenues for improving CMD detection and treatment strategies [19].
This narrative review aims to provide a comprehensive analysis of the role of circulating biomarkers in patients with CMD. Specifically, we focus on key biomarkers involved in fundamental pathological processes such as endothelial dysfunction, inflammation, and oxidative stress. A targeted search was performed using major databases, including PubMed and Scopus, to identify studies evaluating circulating biomarkers in patients diagnosed with CMD through invasive methods, such as coronary flow reserve (CFR) and the index of microcirculatory resistance (IMR). The novelty of this review lies in its emphasis on studies employing these advanced techniques, ensuring high diagnostic accuracy and providing deeper insights into the underlying pathophysiological mechanisms of CMD.
Therefore, for each pathophysiological mechanism involved in CMD, we prioritize studies in which CMD was evaluated invasively (Figure 2). This approach ensures an analysis based on the current gold standard, allowing for differentiation between the endothelium-dependent and endothelium-independent forms of CMD.

2. Pathophysiology of Coronary Microvascular Disease

The proximal coronary compartment consists of epicardial coronary arteries, which are conductance vessels with a cross-sectional diameter greater than 500 μm. These vessels, visible on coronary angiography, are the primary sites for obstructive atherosclerosis. Under normal conditions, the epicardial arteries account for less than 10% of coronary vascular resistance and only become hemodynamically significant when more than 70% of the arterial lumen is narrowed. The distal compartment includes coronary microcirculation, encompassing all vessels with a cross-sectional diameter smaller than 500 μm. This includes pre-arteriolar vessels (100–500 μm in diameter), intramural arterioles (diameter less than 100 μm), and capillaries [1,2].
CMD is characterized by a multifaceted interplay of functional and structural disruptions within the coronary microcirculation, resulting in impaired coronary blood flow (CBF) and myocardial ischemia, even in the absence of significant epicardial coronary artery stenosis. The pathophysiology of CMD can generally be divided into functional and structural abnormalities, each of which plays a crucial role in reducing coronary flow reserve and contributing to the clinical manifestations of the disease [14,15] (Figure 1).

2.1. Functional Alterations

The functional disturbances inherent to CMD primarily involve the dysregulation of vasomotor tone, presenting as impaired vasodilation and the enhanced vasoconstriction of coronary microvasculature [14,20]. Endothelial dysfunction is central to these functional impairments. By producing vasodilatory mediators such as prostacyclin, nitric oxide (NO), and endothelium-derived hyperpolarizing factors (EDHFs), the endothelium controls vascular tone under normal physiological conditions [1,2]. However, in CMD, there is a marked reduction in the bioavailability of these mediators, particularly NO, largely due to increased oxidative stress. Reactive oxygen species (ROS) play a crucial role in this process by degrading NO, thereby diminishing its vasodilatory effect and simultaneously enhancing the vasoconstrictive actions of endothelin-1 (ET-1). This imbalance contributes to impaired vasodilation and increased microvascular resistance.
Endothelium-independent mechanisms, though less well understood, are thought to involve the impaired relaxation of vascular smooth muscle cells (VSMCs), the increased sensitivity of VSMCs to typical vasoconstrictor stimuli, and abnormal autonomic regulation. Additionally, ET-1 may play a role in these processes [11,21].
Inflammatory processes involved in CMD further exacerbate functional dysregulation. Inflammatory mediators such as interleukin-6 (IL-6), tumor necrosis factor-alpha (TNF-α), and C-reactive protein (CRP) promote endothelial activation and reduce NO bioavailability, aggravating the impaired vasomotor response. These inflammatory pathways, combined with oxidative stress-induced NO degradation, result in a diminished ability of the microvasculature to respond adequately to increased myocardial oxygen demand, leading to ischemic symptoms even in the absence of epicardial coronary artery stenosis [21,22].
In this context, diabetes mellitus (DM) significantly contributes to CMD primarily through oxidative stress, and it is characterized by reduced NO bioavailability, increased reactive oxygen species (ROS), elevated endothelin, and systemic inflammation. CMD often precedes hyperglycemia in type 2 diabetes, highlighting the role of insulin resistance and inflammation in its progression. Diabetes-associated CMD manifests systemically, affecting multiple organs, including the heart, retina, and kidneys [9].
Furthermore, coronary microvascular tone, regulated by myogenic mechanisms, metabolic control, endothelial function, circulating factors, and autonomic innervation, is significantly influenced by adrenergic innervation during exercise or the presence of endothelial dysfunction while contributing minimally at rest in healthy coronary circulations. Adrenergic receptors (α and β) modulate coronary circulation, with β2 receptors primarily mediating vasodilation, whereas α-receptor stimulation induces vasoconstriction, except for α2 receptors on endothelial cells, which promote vasodilation [9].
Autonomic dysregulation significantly contributes to CMD pathophysiology. An imbalance between sympathetic and parasympathetic activity exacerbates coronary vasoconstriction, particularly in clinical scenarios such as diabetes mellitus, hypertension, and post-myocardial infarction, where intrinsic vasodilatory mechanisms are already compromised. This autonomic imbalance, coupled with the increased vasoconstrictive actions of ET-1 and reduced vasodilatory capacity, further impairs coronary microvascular function and exacerbates myocardial ischemia. Overall, the interplay between oxidative stress, inflammation, and autonomic dysfunction creates a vicious cycle of impaired coronary vasoreactivity, contributing to the functional alterations seen in CMD [1].

2.2. Structural Alterations

The structural remodeling of coronary microvasculature is another critical aspect of CMD. This remodeling includes hypertrophic changes in small coronary arteries and arterioles, characterized by luminal narrowing and increased medial wall thickening due to smooth muscle hypertrophy and enhanced collagen deposition. Perivascular fibrosis and capillary rarefaction, manifested as a reduction in capillary density, are also prominent features. These structural alterations are particularly severe in conditions associated with increased left ventricular mass, such as hypertrophic cardiomyopathy and hypertensive heart disease, where they significantly impair coronary microvascular function [2]. In both primary and secondary left ventricular hypertrophy (LVH), CMD is marked by capillary rarefaction and the adverse remodeling of intramural arterioles, leading to increased wall-to-lumen ratios and progressive ischemic damage. This contributes to fibrosis, ventricular remodeling, and heightened risks of systolic dysfunction and heart failure. In HFpEF, CMD exacerbates oxygen demand mismatches and myocardial injury, even without obstructive coronary disease, driven by endothelial dysfunction, systemic inflammation, and oxidative stress, especially in patients with cardiometabolic risk factors [23].
The molecular mechanisms underlying these structural changes are complex, involving a cascade of pathological processes driven by oxidative stress and chronic inflammation. Key signaling pathways, such as the RhoA/Rho-kinase pathway, are implicated in promoting vascular smooth muscle contraction, pathological vascular remodeling, and perpetuating endothelial dysfunction [24]. Furthermore, epigenetic mechanisms, such as DNA methylation and histone modifications, further regulate vascular inflammation and aging, offering the potential for more precise diagnostics and management [25].
Given the complex and multifactorial nature of CMD, there is a growing interest in the potential role of circulating biomarkers as tools for the early detection, risk stratification, and management of this condition. Circulating biomarkers could provide insights into the underlying pathophysiological processes, such as endothelial dysfunction, oxidative stress, and inflammation, which are central to CMD [14]. By reflecting the biochemical milieu associated with CMD, these biomarkers could serve as non-invasive indicators of disease activity, helping identify patients at risk, monitor disease progression, and potentially guide therapeutic interventions. Indeed, the identification of specific biomarkers linked to key molecular pathways, such as NO bioavailability or ROS production, could facilitate the development of targeted therapies aimed at mitigating the functional and structural impairments seen in CMD. In this context, circulating biomarkers hold promise as valuable adjuncts in the comprehensive assessment and management of patients with CMD.

3. Diagnostic Approaches for Coronary Microvascular Disease

The Coronary Vasomotion Disorders International Study Group (COVADIS) established standardized international criteria for diagnosing CMD. These criteria include the presence of clinical symptoms, the absence of obstructive epicardial coronary artery disease, and evidence of myocardial ischemia, ascertained through both non-invasive tests and invasive assessments of coronary microvascular impairment [26,27,28,29,30,31].
In this context, both invasive and non-invasive diagnostic techniques have been developed to assess the functional integrity of the coronary microvasculature and to rule out obstructive coronary artery disease (CAD) as the underlying cause of symptoms. Despite significant advances in diagnostic methods, diagnosing CMD remains challenging.
Invasive methods, such as coronary reactivity testing, are currently considered the most accurate and reliable approach for diagnosing CMD and are regarded as the gold standard due to their capacity to provide detailed insights into microvascular function.

3.1. Invasive Diagnostic Techniques

Invasive testing is considered the gold standard for diagnosing CMD, especially in patients with a high clinical suspicion of microvascular dysfunction after obstructive CAD has been excluded. Different tools that are Doppler- and thermodilution-based are available for assessing microvascular function. A comprehensive evaluation of coronary microvascular function encompasses both endothelium-independent and endothelium-dependent assessments [30,32].
Endothelium-independent microvascular function: This is primarily assessed using CFR, the index of microvascular resistance (IMR), and hyperaemic microvascular resistance (hMR). CFR is calculated as the ratio of maximal coronary blood flow during pharmacologically induced hyperemia (commonly with adenosine) to resting flow, reflecting the combined vasodilatory capacity of both epicardial and microvascular coronary arteries. IMR, on the other hand, specifically evaluates microvascular resistance. Using thermodilution techniques, it is calculated as the product of distal coronary pressure and the mean transit time during hyperemia, providing a precise measure independent of epicardial artery function. The pathological values of CFR below 2.0–2.5 or an IMR greater than 25 indicate CMD [4]. hMR is another Doppler-based valuable index, calculated as the ratio of distal coronary pressure to average peak velocity during hyperemia, with values greater than 2.5 indicating CMD [33].
Additionally, continuous thermodilution techniques allow for the quantification of true coronary blood flow (Q) and microvascular resistance (Rµ) without the need for hyperemic agents like adenosine. These techniques are considered to have lower variability compared to traditional methods and provide a more accurate assessment of microvascular function.
Coronary vasospasm testing: The diagnosis of coronary microvascular vasospasm, which may contribute to CMD, involves provocative testing with intracoronary acetylcholine (ACh). This test evaluates endothelium-dependent microvascular function by inducing vasoconstriction or spasms in the microvasculature. A positive test, defined by the reproduction of angina symptoms and ischemic electrocardiographic changes in the absence of significant epicardial spasms, confirms microvascular spasms as contributors to CMD.
Coronary angiography: While coronary angiography is primarily used to exclude obstructive CAD, it can also provide indirect evidence of CMD. For instance, the “coronary slow-flow phenomenon”, characterized by the delayed opacification of coronary vasculature, suggests increased microvascular resistance and/or microvascular spasm—a hallmark feature of CMD [2,14,15].

3.2. Non-Invasive Diagnostic Techniques

Non-invasive diagnostic techniques are increasingly utilized in the evaluation of CMD, particularly in patients for whom invasive testing is not feasible. These methods generally evaluate the surrogate markers of coronary microvascular function and include modalities such as TTDE, PET, and CMR.
TTDE measures coronary flow velocity reserve (CFVR), analogous to CFR, by assessing maximal diastolic flow in the left anterior descending artery at rest and during pharmacologic stress. TTDE is advantageous due to its low cost, lack of radiation exposure, and widespread availability. However, it is technically challenging and requires significant operator expertise.
PET is considered the reference standard for the non-invasive assessment of myocardial blood flow (MBF) and CFR. It allows for a comprehensive evaluation of all coronary territories simultaneously by quantifying MBF at rest and during maximal hyperemia. Nevertheless, PET’s use is limited by high costs, limited availability, and radiation exposure.
CMR offers high-resolution imaging capable of assessing myocardial perfusion and distinguishing between epicardial and microvascular dysfunction. CMR stress perfusion, typically performed with adenosine, allows for the quantification of myocardial perfusion reserve (MPR) and has shown promising results in detecting CMD. Additionally, late gadolinium enhancement on CMR has prognostic value, as it is associated with a higher risk of adverse cardiovascular events.
Dynamic Myocardial Perfusion Computed Tomography (CT) is an emerging technique that combines both the anatomical and functional assessments of coronary arteries. When combined with CTCA for the exclusion of obstructive CAD, dynamic myocardial perfusion CT offers promising diagnostic capabilities, though at the cost of increased radiation exposure [1,2,14].

4. Circulating Biomarkers in Coronary Microvascular Dysfunction

In the study of CMD, the identification of reliable biomarkers is crucial for understanding the underlying pathophysiological mechanisms and improving diagnosis and management. A comprehensive understanding of endothelial markers, particularly those associated with inflammation and oxidative stress, provides valuable insights into the pathophysiology of CMD. The key indicators of endothelial dysfunction, such as the von Willebrand factor (VWF), angiotensin-converting enzyme (ACE), and soluble adhesion molecules including sVCAM-1, sICAM-1, and E-selectin, not only reflect vascular injury but also underline the inflammatory and oxidative processes contributing to microvascular impairment [34].
Building on this framework, other biomarkers have also garnered attention due to their potential roles in CMD. Among these, the brain-derived neurotrophic factor (BDNF) has been studied for its critical function in maintaining vascular homeostasis and endothelial integrity [35]. Beyond these effects, BDNF has been implicated in modulating adverse cardiac remodeling [36] and promoting inflammation and atherosclerosis [37].
Additionally, heat shock proteins (HSPs), such as HSP60 and HSP72, have emerged as important mediators of microvascular and myocardial damage, particularly in patients with idiopathic left ventricular dysfunction [38]. Notably, HSP60 plays a pivotal role in the pathogenesis of cardiovascular diseases through its multifaceted involvement in mitochondrial function, protein folding, cardiac remodeling and failure, cardiomyocyte regulation, the promotion of atherosclerosis, and the activation of inflammatory pathways [39].
Although numerous biomarkers have been analyzed in the literature, this section focuses on biomarkers that have been studied specifically in patients where CMD was assessed using invasive diagnostic techniques, ensuring a high level of accuracy in evaluating the role of these biomarkers (Table 1).

4.1. Traditional Biomarkers of Heart Injury

To date, the role of troponin (Tn) as a biomarker in CMD remains not fully established. Several studies have explored its potential significance in CMD. For instance, research by Takashio et al. showed elevated plasma troponin T (TnT) levels in individuals with CMD compared to healthy controls [40]. Similarly, Fujii et al. observed that patients undergoing elective percutaneous coronary angioplasty (PTCA) exhibited higher post-PTCA values of IMR in those with elevated troponin I (TnI), pointing to significant microvascular dysfunction and evaluating the potential protective effect of statins [41].
In line with this, another study confirmed a similar association between post-PTCA values and plasma creatine kinase MB (CK-MB) levels [42], while a different study involving 55 PTCA patients demonstrated a link between post-PTCA CFR values and cTnT and CK levels [43].
Conversely, a study of 19 patients found no significant correlation between cTnI levels and CFR and a moderate association with IMR [44].

4.2. Biomarkers of Inflammation

The role of inflammation in CMD is increasingly recognized as a central mechanism in the pathogenesis and progression of the disease. Elevated levels of circulating biomarkers such as CRP have been consistently associated with microvascular dysfunction in various cardiovascular conditions [45]. CRP, a well-known inflammatory biomarker, is elevated in patients with cardiac syndrome X (CSX) [46,47] and has been shown to serve as a marker of disease activity, suggesting that inflammation plays a significant role in CMD pathophysiology [2,48].
Only a few studies have correlated circulating biomarkers with objective evidence of microvascular dysfunction using invasive tests. For instance, Ong et al. conducted ACh testing in patients with angina and unobstructed coronary arteries to evaluate coronary spasms. Notably, elevated levels of high-sensitivity CRP (hs-CRP) and soluble CD40 ligand (sCD40L) were significantly associated with coronary spasm, hence indicating an inflammatory component in CMD [49]. Furthermore, Teragawa et al. also used intracoronary ACh infusion to assess endothelial function and found that elevated CRP levels were associated with reduced coronary blood flow response [50].
Additional studies have examined the relationship between hs-CRP levels and coronary vasospastic angina [51], as well as the association between inflammation and microvascular resistance in patients with CSX. Using CFR and the IMR, Long et al. demonstrated that elevated hs-CRP levels were linked to impaired CFR and higher IMR, further supporting the role of inflammation in CMD [52].

4.3. Biomarkers of Oxidative Stress

Oxidative stress, defined as an imbalance between the production of reactive oxygen species (ROS) and the body’s antioxidant defenses, is a major contributor to cardiovascular disease [53], CSX [54], plaque instability [55], and INOCA [56]. This imbalance leads to reduced NO bioavailability and promotes vascular damage.
An important antioxidant, glutathione, has been linked to CMD, with lower levels indicating greater oxidative stress and impaired microvascular function. Studies have demonstrated that glutathione is an independent predictor of CMD, reinforcing its potential as a biomarker of oxidative stress in this condition. Notably, the only study to evaluate coronary microvascular function invasively found that lower glutathione levels independently predicted impaired microvascular function and increased plaque necrotic core [57].

4.4. Biomarkers of Endothelial Dysfunction

Endothelial dysfunction is a key feature of CMD, characterized by impaired NO synthesis and increased vasoconstriction.
ET-1, the most potent endogenous vasoconstrictor, is a critical biomarker of endothelial dysfunction. James Theuerle et al. investigated the relationship between plasma levels of ET-1 and adrenomedullin (ADM) and their association with CMD and cardiovascular outcomes. The study found that elevated ET-1 levels were linked to higher microvascular resistance, while higher levels of ADM were associated with improved coronary flow and a reduced risk of major adverse cardiovascular events (MACEs) [58].
Moreover, lower circulating MOTS-c levels are associated with impaired coronary endothelial function in patients without significant coronary lesions [59].

4.5. Miscellaneous Biomarkers

Several other biomarkers have been studied in relation to CMD, even though they do not fit neatly into the aforementioned categories.
Homocysteine, a sulfur-containing amino acid, has been linked to CMD, with elevated levels correlating with impaired microvascular function [60].
Mangiacapra et al. found a significant association between elevated cholesterol levels, particularly LDL cholesterol, and coronary microvascular dysfunction [61].
Pacheco et al. found that higher cBIN1 levels were linked to CMD, suggesting a potential progression from CMD to HFpEF. These findings indicate that cardiomyocyte dysfunction may play a role in the pathophysiology of CMD in INOCA [62].
Soluble urokinase-type plasminogen activator receptor (suPAR) is another potential biomarker that has been associated with coronary microvascular dysfunction. In patients with non-obstructive coronary artery disease, plasma suPAR levels were found to be an independent predictor of coronary microvascular function [63].
Moreover, thrombogenicity has been associated with CMD in patients with acute myocardial infarction (AMI) [64].
Girum Mekonnen et al. from the NHLBI-sponsored Women’s Ischemia Syndrome Evaluation—Coronary Vascular Dysfunction (WISE-CVD) study explored the relationship between CMD and circulating progenitor cells (CPCs) in women with ischemic symptoms but without obstructive coronary artery disease (CAD). In this study, CMD was evaluated through CFR using intracoronary adenosine. The results revealed that a lower CFR, indicating impaired microvascular function, was associated with higher levels of CPCs (CD34+, CD34+/CD133+, and CD34+/CXCR4+), suggesting that chronic ischemia in CMD may stimulate CPC mobilization [65].
Muroya et al. explored the relationship between omega-3 polyunsaturated fatty acids (PUFAs) and CMD in patients with stable coronary artery disease. The study assessed coronary microvascular function using the hMRI and found that lower levels of the eicosapentaenoic acid (EPA)/arachidonic acid (AA) ratio were associated with higher hMRI, indicating worse CMD [66].
Akhiyat et al. found that patients with CMD had significantly lower circulating levels of α-Klotho, a protein involved in vascular health and aging. The reduced α-Klotho levels were associated with CMD [67].
Serotonergic neurons in the central nervous system and enterochromaffin cells in the gastrointestinal tract are the primary producers of serotonin, also known as 5-hydroxytryptamine (5-HT), which platelets from the bloodstream subsequently collect [68]. It has been determined that plasma serotonin levels may serve as a biomarker for CMD in patients with nonobstructive coronary arteries and probable angina. Odaka et al. included 198 individuals who performed an acetylcholine provocation test to evaluate CMD—which is defined as myocardial lactate production without obvious epicardial spasms. A serotonin concentration above 9.55 nmol/L is a powerful independent predictor of the presence of CMD according to the findings, which also indicate a substantial correlation between elevated plasma serotonin levels and CMD [69].
Other studies explored the role of microRNAs (miRNAs) in endothelial and coronary dysfunction. MicroRNAs (miRNAs) are short, highly conserved RNA molecules that regulate gene expression through mRNA silencing, either by transcript degradation or translational repression [70]. These investigations aim to identify miRNA markers associated with both macrovascular and microvascular dysfunction, potentially offering new insights into the diagnosis and management of CMD [71,72]. Notably, the increased expression of miR-224-5p in circulating extracellular vesicles is associated with reduced CFR, indicating endothelial dysfunction. This miRNA was found to originate predominantly from hepatic cells, and it is linked to a higher expression of endothelial ICAM-1, which may contribute to vascular inflammation [73].
Even high levels of uric acid are associated with impaired coronary microvascular function, making it a relevant mostly gender-related marker in the study of CMD [74]. A study by Megha Prasad demonstrated that elevated uric acid levels are associated with inflammation and CMD in postmenopausal women. The research highlighted that higher serum uric acid was correlated with impaired endothelial function, as measured by acetylcholine-mediated coronary blood flow, and increased inflammatory markers, including hs-CRP and neutrophil counts. Uric acid levels have been found to be elevated in women with CMD, suggesting a potential gender-specific biomarker for CMD [75].
According to a pilot study by Keeley et al., women with coronary microvascular dysfunction have lower levels of omega-3 fatty acid-derived mediators, maresin 1 and resolvin D1, suggesting that the pathophysiology of CMD may be influenced by the impaired production of these mediators [76]. Furthermore, Ito et al. in patients without obstructive coronary artery disease (CAD), found a significant correlation between CMD and circulating malondialdehyde-modified low-density lipoprotein (MDA-LDL) levels [77].
Table 1. Circulating biomarkers and invasive measures of coronary microcirculation.
Table 1. Circulating biomarkers and invasive measures of coronary microcirculation.
AuthorsYearBiomarkers EvaluatedN. SubjectsMain FindingsInvasive Measures
Takashio et al. [40]2013cTnT, BNP, hs-CRP, IL-6, TNF-α90 patients
47 controls
cTnT levels were higher in patients with CMD and increased LVEDPCFR
Kitabata et al. [42]2013CK-MB24 patientsCK-MB levels were higher in patients with a higher MVRIMVRI
Herrmann et al. [43]2001CK, cTnT55 patientsrCVR after successful coronary stenting was independently associated with elevation of cTnT and CKCFVR
Park et al. [44]2014cTnI19 patientscTnI was correlated with IMR but not with CFR valuesCFR, IMR
Ong et al. [49]2015sCD40L, hs-CRP62 patientsPatients with Ach-induced coronary spasm and no significant coronary stenoses had elevated levels of sCD40L and hs-CRPACh provocation test
Teragawa et al. [50]2004CRP46 patientsIncreased CRP levels had reduced CBF response to acetylcholineACh provocation test
Hung et al. [51]2005hs-CRP428 patientshs-CRP was associated with coronary vasospastic anginaErgonovine provocation test
Long et al. [52]2017hs-CRP20 patients
20 controls
hs-CRP was positively correlated with IMRCFR, IMR
Dhawan et al. [57]2011Cystine/Glutathione, hs-CRP47 patientsLower plasma glutathione levels and higher cystine/glutathione ratios were associated with impaired coronary microvascular function and greater plaque necrotic core contentCFVR, hMR, IVUS
Theuerle et al. [58]2019ET-1, ADM32 patientsElevated ET-1 levels were associated with increased IMR. ADM levels were correlated with CFR.IMR, CFR
Qin et al. [59]2018MOTS-c20 patients
20 controls
MOTS-c levels were positively correlated with both microvascular and epicardial endothelial functionACh provocation test
Ahmad et al. [60]2020Homocysteine1418 patientsElevated homocysteine levels positively correlate with CMD and early atherosclerosisACh provocation test
Mangiacapra et al. [61]2012Total cholesterol, LDL-c, HDL-c, TG95 patientsSignificant correlation between IMR and total cholesterol and LDL-cIMR
Pacheco et al. [62]2021cBIN195 patients
50 controls
Higher cBIN1 score was associated with vasoconstriction to AchCFR, ACh provocation test
Mekonnen et al. [63]2015suPAR66 patientsHigher suPAR levels correlated with lower CFRCFR
Kang et al. [64]2021P-FCS, D-dimer116 patientsP-FCS significantly increased the risk of CMD post-procedurallyIMR
Mekonnen et al. [65]2016CPCs 123 patientsLower CFR was associated with higher levels of CPCs cellsCFR
Muroya et al. [66]2018EPA/AA, DGLA108 patientsLower levels of the EPA/AA were significantly correlated with increased hMVRIhMVRI
Akhiyat et al. [67]2024α-Klotho98 patients Patients with CMD had significantly lower circulating α-Klotho levelsCFR
Odaka et al. [69]2016Serotonin 198 patientsPlasma serotonin concentration was found to be significantly higher in patients with CMDACh provocation test
James et al. [73]2022miR-224-5p120 patientsmiR-224-5p was found to be significantly elevated in the low-CFR groupCFR
Kuwahata et al. [74]2010UA194 patients Elevated UA levels were associated with impaired CBFACh and papaverin provocation test
Prasad et al. [75]2017UA229 patientsElevated UA levels were associated with impaired CBFACh provocation test
Keeley et al. [76]2022Resolvins, Maresin 1, EPA, DHA and 18-HEPE31 patients
12 controls
Women with CMD had significantly lower levels of resolvin D1 and maresin 1 but higher levels of DHA and 18-HEPE compared to the control groupCFR
Ito et al. [77]2024MDA-LDL95 patientsElevated levels of MDA-LDL were significantly associated with CMD in patients without CADCFR, IMR
Abbreviations: 18-HEPE, 18-hydroxy-eicosapentaenoic acid; ACh, acetylcholine; ADM, adrenomedullin; BNP, B-type natriuretic peptide; CAD, coronary artery disease; CBF, coronary blood flow; cBIN1, cardiac bridging integrator 1; CFR, coronary flow reserve; CFVR, coronary flow velocity reserve; CK, creatine kinase; CK-MB, creatine kinase myocardial band; CMD, coronary microvascular dysfunction; CPCs, circulating progenitor cells; CRP, C-reactive protein; cystine/glutathione, ratio of oxidized cystine to reduced glutathione; cTnI, cardiac troponin I; cTnT, cardiac troponin T; DGLA, dihomo-gamma-linolenic acid; DHA, docosahexaenoic acid; D-dimer, fibrin degradation product; EPA, eicosapentaenoic acid; EPA/AA, eicosapentaenoic acid/arachidonic acid ratio; ET-1, endothelin-1; hMVRI, hyperemic microvascular resistance index; hs-CRP, high-sensitivity C-reactive protein; HDL-c, high-density lipoprotein cholesterol; IL-6, interleukin-6; IMR, index of microcirculatory resistance; LDL-c, low-density lipoprotein cholesterol; LVEDP, left ventricular end-diastolic pressure; MDA-LDL, malondialdehyde-modified low-density lipoprotein; miR, microRNA; MOTS-c, mitochondrial open reading frame of 12S rRNA-C; MVRI, microvascular resistance index; P-FCS, platelet-fibrin clot strength; rCVR, relative coronary vascular resistance; sCD40L, soluble CD40 ligand; suPAR, soluble urokinase-type plasminogen activator receptor; TG, triglycerides; TNF-α, tumor necrosis factor alpha; total cholesterol, total cholesterol; UA, uric acid; α-Klotho, alpha-klotho.

5. Therapeutic Implications of Biomarkers in Coronary Microvascular Disease

The management of CMD remains a significant clinical challenge due to the lack of large-scale randomized trials confirming effective treatment strategies. Current approaches emphasize addressing cardiovascular risk factors such as smoking, hypertension, diabetes, and obesity while tailoring therapies to individual phenotypic presentations. Animal models, from rodents to large mammals, are essential for exploring CMD’s role in ischemia and metabolic disorders. While small models facilitate genetic studies, large models like swine better mimic human physiology, enabling the evaluation of targeted therapies under controlled conditions and ensuring translational relevance to clinical applications [78].
Inflammation, as indicated by elevated CRP and hs-CRP levels, underscores the importance of anti-inflammatory strategies. Statins, beyond their cholesterol-lowering effects, reduce vascular inflammation, enhance nitric oxide bioavailability, and improve endothelial function. These benefits have been observed not only in patients with obstructive coronary artery disease but also in those with CMD and non-obstructive CAD [79,80]. Similarly, angiotensin-converting enzyme (ACE) inhibitors and angiotensin II receptor blockers (ARBs) exert vasoprotective effects by improving microcirculatory function, reducing oxidative stress, and enhancing CFR [81,82].
Beta-blockers remain highly effective in reducing chest pain episodes in CMD by lowering myocardial oxygen demands and inducing endothelium-dependent vasodilation. Third-generation beta-blockers, such as nebivolol, offer additional benefits by improving endothelial function and exercise tolerance [83].
Nitrates, particularly short-acting formulations, provide symptomatic relief in CMD by inducing vasodilation [84]. Emerging therapies, such as phosphodiesterase type-5 inhibitors (e.g., sildenafil), have demonstrated potential in improving microvascular function by enhancing nitric oxide signaling [85]. Similarly, the inhibition of Rho-kinase pathways with agents like fasudil shows promise in preventing microvascular spasms and improving myocardial perfusion [86,87].
Ranolazine, widely used in CMD, reduces myocardial oxygen demand and alleviates ischemic symptoms [88], while other anti-anginal agents, including ivabradine, nicorandil, and trimetazidine, also target oxygen consumption and have demonstrated benefits in alleviating angina symptoms [89]. Additional promising therapeutic roles may be played by agents such as SGLT2 inhibitors, GLP-1 receptor agonists, and novel lipid-lowering therapies, for which specific studies are still needed.
Additionally, endothelial dysfunction, as evidenced by biomarkers like ADM and ET-1, underscores the therapeutic potential of interventions aimed at improving endothelial function. Notably, Zibotentan, a selective endothelin-A receptor antagonist, has emerged as a promising therapeutic agent targeting ET-1. By inhibiting ET-1 activity, Zibotentan may reduce vascular tone and improve microvascular function, offering a novel approach to managing CMD and its associated complications [90].
The integration of biomarkers into CMD management not only advances the understanding of underlying mechanisms but also enables a more precise and individualized therapeutic approach. Combining traditional therapies with emerging pharmacological strategies and lifestyle modifications offers a comprehensive framework for improving outcomes in CMD patients. Ongoing research into innovative treatments, including those targeting inflammation, endothelial dysfunction, and oxidative stress, will be pivotal in addressing unmet clinical needs in CMD management.

6. Conclusions

CMD represents a complex and multifactorial condition with significant implications for cardiovascular health. As this review has highlighted, CMD is underpinned by intricate interactions between functional and structural abnormalities within the coronary microcirculation, driven by endothelial dysfunction, inflammation, oxidative stress, and autonomic dysregulation. The challenges in diagnosing CMD, particularly given its subtle and non-obstructive nature, underscore the importance of invasive diagnostic methods such as coronary reactivity testing, which remains the gold standard. However, the advent of circulating biomarkers offers a promising adjunct to these invasive techniques, providing insights into the underlying pathophysiology and opening avenues for more personalized therapeutic strategies. By targeting specific biomarkers associated with inflammation, oxidative stress, and endothelial dysfunction, novel therapies can be developed to mitigate the impact of CMD, ultimately improving patient outcomes.

Author Contributions

Authors have made substantial contributions to all the following: the conception and design of the study, R.Q. and A.P; the acquisition of data, or the analysis and interpretation of data, G.M. and G.L.; drafting the article or revising it critically for important intellectual content, L.R.R. and A.P., supervision, C.A.M.S., F.F.G., A.C. and C.I. with approval of this version to be submitted. All authors have read and agreed to the published version of the manuscript.

Funding

Giovanni Martino, MD, received a research grant from the CardioPath program of the Federico II University of Naples, Italy.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. Crea, F.; Montone, R.A.; Rinaldi, R. Pathophysiology of Coronary Microvascular Dysfunction. Circ. J. 2022, 86, 1319–1328. [Google Scholar] [CrossRef]
  2. Del Buono, M.G.; Montone, R.A.; Camilli, M.; Carbone, S.; Narula, J.; Lavie, C.J.; Niccoli, G.; Crea, F. Coronary Microvascular Dysfunction across the Spectrum of Cardiovascular Diseases: JACC State-of-the-Art Review. J. Am. Coll. Cardiol. 2021, 78, 1352–1371. [Google Scholar] [CrossRef]
  3. Vrints, C.; Andreotti, F.; Koskinas, K.C.; Rossello, X.; Adamo, M.; Ainslie, J.; Banning, A.P.; Budaj, A.; Buechel, R.R.; Chiariello, G.A.; et al. 2024 ESC Guidelines for the management of chronic coronary syndromes. Eur. Heart J. 2024, 45, 3415–3537. [Google Scholar] [PubMed]
  4. Kunadian, V.; Chieffo, A.; Camici, P.G.; Berry, C.; Escaned, J.; Maas, A.H.E.M.; Prescott, E.; Karam, N.; Appelman, Y.; Fraccaro, C.; et al. An EAPCI Expert Consensus Document on Ischaemia with Non-Obstructive Coronary Arteries in Collaboration with European Society of Cardiology Working Group on Coronary Pathophysiology & Microcirculation. Eur. Heart J. 2020, 41, 3504–3520. [Google Scholar] [CrossRef]
  5. Tamis-Holland, J.E.; Jneid, H.; Reynolds, H.R.; Agewall, S.; Brilakis, E.S.; Brown, T.M.; Lerman, A.; Cushman, M.; Kumbhani, D.J.; Arslanian-Engoren, C.; et al. Contemporary diagnosis and management of patients with myocardial infarction in the absence of obstructive coronary artery disease: A scientific statement from the American Heart Association. Circulation 2019, 139, e891–e908. [Google Scholar] [CrossRef]
  6. Severino, P.; D’Amato, A.; Prosperi, S.; Myftari, V.; Colombo, L.; Tomarelli, E.; Piccialuti, A.; Di Pietro, G.; Birtolo, L.I.; Maestrini, V.; et al. Myocardial Infarction with Non-Obstructive Coronary Arteries (MINOCA): Focus on Coronary Microvascular Dysfunction and Genetic Susceptibility. J. Clin. Med. 2023, 12, 3586. [Google Scholar] [CrossRef]
  7. Indolfi, C.; Porto, I.; Muscoli, S.; Fedele, F.; Mancone, M. La patologia microvascolare coronarica: Meccanismi e contesti clinici. G. Ital. Cardiol. 2022, 23, 397–407. [Google Scholar] [CrossRef]
  8. La Vecchia, G.; Fumarulo, I.; Caffè, A.; Chiatto, M.; Montone, R.A.; Aspromonte, N. Microvascular Dysfunction across the Spectrum of Heart Failure Pathology: Pathophysiology, Clinical Features and Therapeutic Implications. Int. J. Mol. Sci. 2024, 25, 7628. [Google Scholar] [CrossRef]
  9. Padro, T.; Manfrini, O.; Bugiardini, R.; Canty, J.; Cenko, E.; De Luca, G.; Duncker, D.J.; Eringa, E.C.; Koller, A.; Tousoulis, D.; et al. ESC Working Group on Coronary Pathophysiology and Microcirculation position paper on ‘coronary microvascular dysfunction in cardiovascular disease’. Cardiovasc. Res. 2020, 116, 741–755. [Google Scholar] [CrossRef] [PubMed]
  10. Belmonte, M.; Foà, A.; Paolisso, P.; Bergamaschi, L.; Gallinoro, E.; Polimeni, A.; Scarsini, R.; Muscoli, S.; Amicone, S.; De Vita, A.; et al. Coronary microvascular dysfunction beyond the spectrum of chronic coronary syndromes. Prog. Cardiovasc. Dis. 2024, 87, 73–82. [Google Scholar] [CrossRef]
  11. Camici, P.G.; Crea, F. Coronary microvascular dysfunction. N. Engl. J. Med. 2007, 356, 830–840. [Google Scholar] [CrossRef] [PubMed]
  12. Indolfi, C.; Polimeni, A.; Mongiardo, A.; De Rosa, S.; Spaccarotella, C. Old unsolved problems: When and how to treat silent ischaemia. Eur. Heart J. Suppl. 2020, 22, L82–L85. [Google Scholar] [CrossRef]
  13. Guo, Z.; Yang, Z.; Song, Z.; Li, Z.; Xiao, Y.; Zhang, Y.; Wen, T.; Pan, G.; Xu, H.; Sheng, X.; et al. Inflammation and coronary microvascular disease: Relationship, mechanism and treatment. Front. Cardiovasc. Med. 2024, 11, 1280734. [Google Scholar] [CrossRef] [PubMed]
  14. Rocco, E.; Grimaldi, M.C.; Maino, A.; Cappannoli, L.; Pedicino, D.; Liuzzo, G.; Biasucci, L.M. Advances and Challenges in Biomarkers Use for Coronary Microvascular Dysfunction: From Bench to Clinical Practice. J. Clin. Med. 2022, 11, 2055. [Google Scholar] [CrossRef]
  15. Scarsini, R.; Campo, G.; Di Serafino, L.; Zanon, S.; Rubino, F.; Monizzi, G.; Biscaglia, S.; Ancona, M.; Polimeni, A.; Niccoli, G.; et al. #FullPhysiology: A systematic step-by-step guide to implement intracoronary physiology in daily practice. Minerva Cardiol. Angiol. 2023, 71, 504–514. [Google Scholar] [CrossRef] [PubMed]
  16. Montone, R.A.; Meucci, M.C.; De Vita, A.; Lanza, G.A.; Niccoli, G. Coronary provocative tests in the catheterization laboratory: Pathophysiological bases, methodological considerations and clinical implications. Atherosclerosis 2021, 318, 14–21. [Google Scholar] [CrossRef] [PubMed]
  17. Djordjevic Dikic, A.; Dedic, S.; Jovanovic, I.; Boskovic, N.; Giga, V.; Nedeljkovic, I.; Tesic, M.; Aleksandric, S.; Cortigiani, L.; Ciampi, Q.; et al. Noninvasive evaluation of dynamic microvascular dysfunction in ischemia and no obstructive coronary artery disease patients with suspected vasospasm. J. Cardiovasc. Med. 2024, 25, 123–131. [Google Scholar]
  18. Vijayan, S.; Barmby, D.S.; Pearson, I.R.; Davies, A.G.; Wheatcroft, S.B.; Sivananthan, M. Assessing coronary blood flow physiology in the cardiac catheterisation laboratory. Curr. Cardiol. Rev. 2017, 13, 232–243. [Google Scholar] [CrossRef] [PubMed]
  19. Nowroozpoor, A.; Gutterman, D.; Safdar, B. Is microvascular dysfunction a systemic disorder with common biomarkers found in the heart, brain, and kidneys?—A scoping review. Microvasc. Res. 2021, 134, 104123. [Google Scholar] [CrossRef] [PubMed]
  20. Sato, T.; Hanna, P.; Mori, S. Innervation of the coronary arteries and its role in controlling microvascular resistance. J. Cardiol. 2024, 84, 1–13. [Google Scholar] [CrossRef]
  21. Crea, F.; Camici, P.G.; Merz, C.N.B. Coronary microvascular dysfunction: An update. Eur. Heart J. 2014, 35, 1101–1111. [Google Scholar] [CrossRef]
  22. Chakrala, T.; Prakash, R.; Valdes, C.; Pepine, C.J.; Keeley, E.C. Circulating Biomarkers in Coronary Microvascular Dysfunction. J. Am. Heart Assoc. 2023, 12, e029341. [Google Scholar] [CrossRef] [PubMed]
  23. Camici, P.G.; Tschöpe, C.; Di Carli, M.F.; Rimoldi, O.; Van Linthout, S. Coronary microvascular dysfunction in hypertrophy and heart failure. Cardiovasc. Res. 2020, 116, 806–816. [Google Scholar] [CrossRef] [PubMed]
  24. Nunes, K.P.; Webb, R.C. New insights into RhoA/Rho-kinase signaling: A key regulator of vascular contraction. Small GTPases 2021, 12, 458–469. [Google Scholar] [CrossRef] [PubMed]
  25. Masi, S.; Rizzoni, D.; Taddei, S.; Widmer, R.J.; Montezano, A.C.; Lüscher, T.F.; Schiffrin, E.L.; Touyz, R.M.; Paneni, F.; Lerman, A.; et al. Assessment and pathophysiology of microvascular disease: Recent progress and clinical implications. Eur. Heart J. 2021, 42, 2590–2604. [Google Scholar] [CrossRef] [PubMed]
  26. Demola, P.; Beneduce, A.; Masiero, G.; Serino, F.; Baldi, E.; Polimeni, A.; Attisano, T.; Contarini, M.; Castiglioni, B.; De Marco, F.; et al. Diagnosi e trattamento dei pazienti affetti da ischemia/infarto miocardico in assenza di coronaropatia ostruttiva nei laboratori di emodinamica italiani: Risultati dell’indagine nazionale SICI-GISE promossa dal Comitato GISE Young. G. Ital. Cardiol. 2023, 24, 42S–52S. [Google Scholar]
  27. Polimeni, A.; Campo, G. Editorial: Coronary epicardial and microvascular hemodynamics. Front. Cardiovasc. Med. 2022, 9, 969928. [Google Scholar] [CrossRef]
  28. De Rosa, S.; Polimeni, A.; De Velli, G.; Conte, M.; Sorrentino, S.; Spaccarotella, C.; Mongiardo, A.; Sabatino, J.; Contarini, M.; Indolfi, C. Reliability of Instantaneous Wave-Free Ratio (iFR) for the Evaluation of Left Main Coronary Artery Lesions. J. Clin. Med. 2019, 8, 1143. [Google Scholar] [CrossRef] [PubMed]
  29. De Rosa, S.; Polimeni, A.; Petraco, R.; Davies, J.E.; Indolfi, C. Diagnostic Performance of the Instantaneous Wave-Free Ratio: Comparison With Fractional Flow Reserve. Circ. Cardiovasc. Interv. 2018, 11, e004613. [Google Scholar] [CrossRef] [PubMed]
  30. Niccoli, G.; Morrone, D.; De Rosa, S.; Montone, R.A.; Polimeni, A.; Aimo, A.; Mancone, M.; Muscoli, S.; Pedrinelli, R.; Indolfi, C.; et al. The central role of invasive functional coronary assessment for patients with ischemic heart disease. Int. J. Cardiol. 2021, 331, 17–25. [Google Scholar] [CrossRef]
  31. Ong, P.; Camici, P.G.; Beltrame, J.F.; Crea, F.; Shimokawa, H.; Sechtem, U.; Kaski, J.C.; Merz, C.N.B.; Coronary Vasomotion Disorders International Study Group (COVADIS). International standardization of diagnostic criteria for microvascular angina. Int. J. Cardiol. 2018, 250, 16–20. [Google Scholar] [CrossRef] [PubMed]
  32. Ong, P.; Safdar, B.; Seitz, A.; Hubert, A.; Beltrame, J.F.; Prescott, E. Diagnosis of coronary microvascular dysfunction in the clinic. Cardiovasc. Res. 2020, 116, 841–855. [Google Scholar] [CrossRef] [PubMed]
  33. Pompei, G.; Ganzorig, N.; Kotanidis, C.P.; Alkhalil, M.; Collet, C.; Sinha, A.; Perera, D.; Beltrame, J.; Kunadian, V. Novel diagnostic approaches and management of coronary microvascular dysfunction. Am. J. Prev. Cardiol. 2024, 19, 100712. [Google Scholar] [CrossRef]
  34. Goncharov, N.V.; Nadeev, A.D.; Jenkins, R.O.; Avdonin, P.V. Markers and Biomarkers of Endothelium: When Something Is Rotten in the State. Oxid. Med. Cell. Longev. 2017, 2017, 9759735. [Google Scholar] [CrossRef] [PubMed]
  35. Cao, L.; Zhang, L.; Chen, S.; Yuan, Z.; Liu, S.; Shen, X.; Zheng, X.; Qi, X.; Lee, K.K.H.; Chan, J.Y.H.; et al. BDNF-mediated migration of cardiac microvascular endothelial cells is impaired during ageing. J. Cell. Mol. Med. 2012, 16, 1518–1526. [Google Scholar] [CrossRef]
  36. Bahls, M.; Könemann, S.; Markus, M.R.P.; Wenzel, K.; Friedrich, N.; Nauck, M.; Völzke, H.; Steveling, A.; Janowitz, D.; Grabe, H.-J.; et al. Brain-derived neurotrophic factor is related with adverse cardiac remodeling and high NTproBNP. Sci. Rep. 2019, 9, 15421. [Google Scholar] [CrossRef] [PubMed]
  37. Kytikova, O.Y.; Novgorodtseva, T.P.; Denisenko, Y.K.; Antonyuk, M.V.; Gvozdenko, T.A.; Atamas, O.V. Brain-derived neurotrophic factor and coronary artery disease. Russ. Open Med. J. 2022, 11, e0202. [Google Scholar] [CrossRef]
  38. Giannessi, D.; Colotti, C.; Maltinti, M.; Del Ry, S.; Prontera, C.; Turchi, S.; L’Abbate, A.; Neglia, D. Circulating heat shock proteins and inflammatory markers in patients with idiopathic left ventricular dysfunction: Their relationships with myocardial and microvascular impairment. Cell Stress Chaperones 2007, 12, 265–274. [Google Scholar] [CrossRef] [PubMed]
  39. Duan, Y.; Tang, H.; Mitchell-Silbaugh, K.; Fang, X.; Han, Z.; Ouyang, K. Heat Shock Protein 60 in Cardiovascular Physiology and Diseases. Front. Mol. Biosci. 2020, 7, 73. [Google Scholar] [CrossRef] [PubMed]
  40. Takashio, S.; Yamamuro, M.; Izumiya, Y.; Sugiyama, S.; Kojima, S.; Yamamoto, E.; Tsujita, K.; Tanaka, T.; Tayama, S.; Kaikita, K.; et al. Coronary Microvascular Dysfunction and Diastolic Load Correlate with Cardiac Troponin T Release Measured by a Highly Sensitive Assay in Patients with Nonischemic Heart Failure. J. Am. Coll. Cardiol. 2013, 62, 632–640. [Google Scholar] [CrossRef] [PubMed]
  41. Fujii, K.; Kawasaki, D.; Oka, K.; Akahori, H.; Iwasaku, T.; Fukunaga, M.; Eguchi, A.; Sawada, H.; Masutani, M.; Lee-Kawabata, M.; et al. The Impact of Pravastatin Pre-Treatment on Periprocedural Microcirculatory Damage in Patients Undergoing Percutaneous Coronary Intervention. JACC Cardiovasc. Interv. 2011, 4, 513–520. [Google Scholar] [CrossRef] [PubMed]
  42. Kitabata, H.; Kubo, T.; Ishibashi, K.; Komukai, K.; Tanimoto, T.; Ino, Y.; Kashiwagi, M.; Ozaki, Y.; Shiono, Y.; Shimamura, K.; et al. Prognostic Value of Microvascular Resistance Index Immediately After Primary Percutaneous Coronary Intervention on Left Ventricular Remodeling in Patients with Reperfused Anterior Acute ST-Segment Elevation Myocardial Infarction. JACC Cardiovasc. Interv. 2013, 6, 1046–1054. [Google Scholar] [CrossRef] [PubMed]
  43. Herrmann, J.; Haude, M.; Lerman, A.; Schulz, R.; Volbracht, L.; Ge, J.; Schmermund, A.; Wieneke, H.; von Birgelen, C.; Eggebrecht, H.; et al. Abnormal Coronary Flow Velocity Reserve After Coronary Intervention Is Associated with Cardiac Marker Elevation. Circulation 2001, 103, 2339–2345. [Google Scholar] [CrossRef]
  44. Park, K.; Kim, M.; Cho, Y.-R.; Park, J.-S.; Park, T.-H.; Kim, M.H.; Kim, Y.-D. Association Between Cardiac Troponin Level and Coronary Flow Reserve in Patients Without Coronary Artery Disease: Insight from a Thermodilution Technique Using an Intracoronary Pressure Wire. Korean Circ. J. 2014, 44, 141–147. [Google Scholar] [CrossRef]
  45. Ridker, P.M.; Cook, N. Clinical Usefulness of Very High and Very Low Levels of C-Reactive Protein Across the Full Range of Framingham Risk Scores. Circulation 2004, 109, 1955–1959. [Google Scholar] [CrossRef]
  46. Li, J.J.; Zhu, C.G.; Nan, J.L.; Li, J.; Li, Z.C.; Zeng, H.S.; Gao, Z.; Qin, X.W.; Zhang, C.Y. Elevated circulating inflammatory markers in female patients with cardiac syndrome X. Cytokine 2007, 40, 172–176. [Google Scholar] [CrossRef]
  47. Recio-Mayoral, A.; Rimoldi, O.E.; Camici, P.G.; Kaski, J.C. Inflammation and microvascular dysfunction in cardiac syndrome X patients without conventional risk factors for coronary artery disease. J. Am. Coll. Cardiol. Imaging 2013, 6, 660–667. [Google Scholar] [CrossRef] [PubMed]
  48. Vaccarino, V.; Khan, D.; Votaw, J.; Faber, T.; Veledar, E.; Jones, D.P.; Goldberg, J.; Raggi, P.; Quyyumi, A.A.; Bremner, J.D. Inflammation Is Related to Coronary Flow Reserve Detected by Positron Emission Tomography in Asymptomatic Male Twins. J. Am. Coll. Cardiol. 2011, 57, 1271–1279. [Google Scholar] [CrossRef] [PubMed]
  49. Ong, P.; Carro, A.; Athanasiadis, A.; Borgulya, G.; Schäufele, T.; Ratge, D.; Gaze, D.; Sechtem, U.; Kaski, J.C. Acetylcholine-induced coronary spasm in patients with unobstructed coronary arteries is associated with elevated concentrations of soluble CD40 ligand and high-sensitivity C-reactive protein. Coron. Artery Dis. 2015, 26, 126–132. [Google Scholar] [CrossRef] [PubMed]
  50. Teragawa, H.; Fukuda, Y.; Matsuda, K.; Ueda, K.; Higashi, Y.; Oshima, T.; Yoshizumi, M.; Chayama, K. Relation between C-reactive protein concentrations and coronary microvascular endothelial function. Heart 2004, 90, 750–754. [Google Scholar] [CrossRef]
  51. Hung, M.-J.; Cherng, W.-J.; Yang, N.-I.; Cheng, C.-W.; Li, L.-F. Relation of high-sensitivity C-reactive protein level with coronary vasospastic angina pectoris in patients without hemodynamically significant coronary artery disease. Am. J. Cardiol. 2005, 96, 1484–1490. [Google Scholar] [CrossRef] [PubMed]
  52. Long, M.; Huang, Z.; Zhuang, X.; Huang, Z.; Guo, Y.; Liao, X.; Luo, C. Association of inflammation and endothelial dysfunction with coronary microvascular resistance in patients with cardiac syndrome X. Arq. Bras. Cardiol. 2017, 109, 397–403. [Google Scholar] [CrossRef] [PubMed]
  53. Vichova, T.; Motovska, Z. Oxidative Stress: Predictive Marker for Coronary Artery Disease. Exp. Clin. Cardiol. 2013, 18, e88–e91. [Google Scholar]
  54. Sahin, D.Y.; Elbasan, Z.; Gür, M.; Türkoglu, C.; Özaltun, B.; Sümbül, Z.; Çaylı, M. Relationship between Oxidative Stress Markers and Cardiac Syndrome X. J. Clin. Exp. Investig. 2012, 3, 174–180. [Google Scholar] [CrossRef]
  55. Nishihira, K.; Yamashita, A.; Imamura, T.; Hatakeyama, K.; Sato, Y.; Nakamura, H.; Yodoi, J.; Ogawa, H.; Kitamura, K.; Asada, Y. Thioredoxin in Coronary Culprit Lesions: Possible Relationship to Oxidative Stress and Intraplaque Hemorrhage. Atherosclerosis 2008, 201, 360–367. [Google Scholar] [CrossRef] [PubMed]
  56. Raad, M.; AlBadri, A.; Wei, J.; Mehta, P.K.; Maughan, J.; Gadh, A.; Thomson, L.; Jones, D.P.; Quyyumi, A.A.; Pepine, C.J.; et al. Oxidative Stress Is Associated with Diastolic Dysfunction in Women with Ischemia with No Obstructive Coronary Artery Disease. J. Am. Heart Assoc. 2020, 9, e015602. [Google Scholar] [CrossRef]
  57. Dhawan, S.S.; Eshtehardi, P.; McDaniel, M.C.; Fike, L.V.; Jones, D.P.; Quyyumi, A.A.; Samady, H. The role of plasma aminothiols in the prediction of coronary microvascular dysfunction and plaque vulnerability. Atherosclerosis 2011, 219, 266–272. [Google Scholar] [CrossRef]
  58. Theuerle, J.; Farouque, O.; Vasanthakumar, S.; Patel, S.K.; Burrell, L.M.; Clark, D.J.; Al-Fiadh, A.H. Plasma endothelin-1 and adrenomedullin are associated with coronary artery function and cardiovascular outcomes in humans. Int. J. Cardiol. 2019, 291, 168–172. [Google Scholar] [CrossRef]
  59. Qin, Q.; Delrio, S.; Wan, J.; Widmer, R.J.; Cohen, P.; Lerman, L.O.; Lerman, A. Downregulation of circulating MOTS-c levels in patients with coronary endothelial dysfunction. Int. J. Cardiol. 2018, 254, 23–27. [Google Scholar] [CrossRef] [PubMed]
  60. Ahmad, A.; Corban, M.T.; Toya, T.; Sara, J.D.; Lerman, B.; Park, J.Y.; Lerman, L.O.; Lerman, A. Coronary microvascular endothelial dysfunction in patients with angina and nonobstructive coronary artery disease is associated with elevated serum homocysteine levels. J. Am. Heart Assoc. 2020, 9, e017746. [Google Scholar] [CrossRef]
  61. Mangiacapra, F.; De Bruyne, B.; Peace, A.J.; Melikian, N.; Wijns, W.; Barbato, E. High cholesterol levels are associated with coronary microvascular dysfunction. J. Cardiovasc. Med. 2012, 13, 439–442. [Google Scholar] [CrossRef]
  62. Pacheco, C.; Wei, J.; Shufelt, C.; Hitzeman, T.C.; Cook-Wiens, G.; Pepine, C.J.; Handberg, E.; Anderson, R.D.; Petersen, J.; Hong, T.; et al. Association of coronary microvascular dysfunction and cardiac bridge integrator 1, a cardiomyocyte dysfunction biomarker. Clin. Cardiol. 2021, 44, 1586–1593. [Google Scholar] [CrossRef] [PubMed]
  63. Mekonnen, G.; Corban, M.T.; Hung, O.Y.; Eshtehardi, P.; Eapen, D.J.; Al-Kassem, H.; Rasoul-Arzrumly, E.; Gogas, B.D.; McDaniel, M.C.; Pielak, T.; et al. Plasma soluble urokinase-type plasminogen activator receptor level is independently associated with coronary microvascular function in patients with non-obstructive coronary artery disease. Atherosclerosis 2015, 239, 55–60. [Google Scholar] [CrossRef]
  64. Kang, M.G.; Koo, B.-K.; Tantry, U.S.; Kim, K.; Ahn, J.-H.; Park, H.W.; Park, J.R.; Hwang, S.-J.; Hwang, J.-Y.; Gurbel, P.A.; et al. Association between thrombogenicity indices and coronary microvascular dysfunction in patients with acute myocardial infarction. JACC Basic Transl. Sci. 2021, 6, 749–761. [Google Scholar] [CrossRef] [PubMed]
  65. Mekonnen, G.; Hayek, S.S.; Mehta, P.K.; Li, Q.; Mahar, E.; Mou, L.; Kenkre, T.S.; Petersen, J.W.; Azarbal, B.; Samuels, B.; et al. Circulating progenitor cells and coronary microvascular dysfunction: Results from the NHLBI-sponsored Women’s Ischemia Syndrome Evaluation—Coronary Vascular Dysfunction Study (WISE-CVD). Atherosclerosis 2016, 253, 111–117. [Google Scholar] [CrossRef]
  66. Muroya, T.; Kawano, H.; Koga, S.; Ikeda, S.; Yamamoto, F.; Miwa, T.; Kohno, Y.; Maemura, K. Lower circulating omega-3 polyunsaturated fatty acids are associated with coronary microvascular dysfunction evaluated by hyperemic microvascular resistance in patients with stable coronary artery disease. Int. Heart J. 2018, 59, 1194–1201. [Google Scholar] [CrossRef] [PubMed]
  67. Akhiyat, N.; Ozcan, I.; Gulati, R.; Prasad, A.; Tchkonia, T.; Kirkland, J.L.; Lewis, B.; Lerman, L.O.; Lerman, A. Patients with Coronary Microvascular Dysfunction Have Less Circulating α-Klotho. J. Am. Heart Assoc. 2024, 13, e031972. [Google Scholar] [CrossRef]
  68. McFadden, E.P.; Clarke, J.G.; Davies, G.J.; Kaski, J.C.; Haider, A.W.; Maseri, A. Effect of Intracoronary Serotonin on Coronary Vessels in Patients with Stable Angina and Patients with Variant Angina. N. Engl. J. Med. 1991, 324, 648–654. [Google Scholar] [CrossRef] [PubMed]
  69. Odaka, Y.; Takahashi, J.; Tsuburaya, R.; Nishimiya, K.; Hao, K.; Matsumoto, Y.; Ito, K.; Sakata, Y.; Miyata, S.; Manita, D.; et al. Plasma concentration of serotonin is a novel biomarker for coronary microvascular dysfunction in patients with suspected angina and unobstructive coronary arteries. Eur. Heart J. 2017, 38, 489–496. [Google Scholar] [CrossRef] [PubMed]
  70. Iaconetti, C.; Gareri, C.; Polimeni, A.; Indolfi, C. Non-Coding RNAs: The “Dark Matter” of Cardiovascular Pathophysiology. Int. J. Mol. Sci. 2013, 14, 19987–20018. [Google Scholar] [CrossRef]
  71. Matute-Blanco, L.; Fernández-Rodríguez, D.; Casanova-Sandoval, J.; Belmonte, T.; Benítez, I.D.; Rivera, K.; Garcia-Guimaraes, M.; Cortés Villar, C.; Peral Disdier, V.; Millán Segovia, R.; et al. Study protocol for the epigenetic characterization of angor pectoris according to the affected coronary compartment: Global and comprehensive assessment of the relationship between invasive coronary physiology and microRNAs. PLoS ONE 2023, 18, e0283097. [Google Scholar] [CrossRef] [PubMed]
  72. Ferrone, M.; Ciccarelli, M.; Varzideh, F.; Kansakar, U.; Guerra, G.; Cerasuolo, F.A.; Buonaiuto, A.; Fiordelisi, A.; Venga, E.; Esposito, M.; et al. Non-Coding RNAs: The “Dark Matter” of Cardiovascular Pathophysiology. Cardiovasc. Diabetol. 2024, 23, 268. [Google Scholar] [CrossRef] [PubMed]
  73. James, K.; Bryl-Gorecka, P.; Olde, B.; Gidlof, O.; Torngren, K.; Erlinge, D. Increased expression of miR-224-5p in circulating extracellular vesicles of patients with reduced coronary flow reserve. BMC Cardiovasc. Disord. 2022, 22, 321. [Google Scholar] [CrossRef] [PubMed]
  74. Kuwahata, S.; Hamasaki, S.; Ishida, S.; Kataoka, T.; Yoshikawa, A.; Orihara, K.; Ogawa, M.; Oketani, N.; Saihara, K.; Okui, H.; et al. Effect of uric acid on coronary microvascular endothelial function in women: Association with eGFR and ADMA. J. Atheroscler. Thromb. 2010, 17, 259–269. [Google Scholar] [CrossRef] [PubMed]
  75. Prasad, M.; Matteson, E.L.; Herrmann, J.; Gulati, R.; Rihal, C.S.; Lerman, L.O.; Lerman, A. Uric Acid Is Associated with Inflammation, Coronary Microvascular Dysfunction, and Adverse Outcomes in Postmenopausal Women. Hypertension 2017, 69, 236–242. [Google Scholar] [CrossRef] [PubMed]
  76. Keeley, E.C.; Li, H.J.; Cogle, C.R.; Handberg, E.M.; Merz, C.N.B.; Pepine, C.J. Specialized Proresolving Mediators in Symptomatic Women with Coronary Microvascular Dysfunction (from the Women’s Ischemia Trial to Reduce Events in Nonobstructive CAD [WARRIOR] Trial). Am. J. Cardiol. 2022, 162, 1–5. [Google Scholar] [CrossRef]
  77. Ito, T.; Yokoi, M.; Kitada, S.; Kawada, Y.; Mizoguchi, T.; Kikuchi, S.; Goto, T.; Seo, Y. Increased circulating levels of malondialdehyde-modified low-density lipoprotein in patients with coronary microvascular dysfunction. Am. J. Cardiol. 2021, 158, 103–109. [Google Scholar] [CrossRef] [PubMed]
  78. Sorop, O.; van de Wouw, J.; Chandler, S.; Ohanyan, V.; Tune, J.D.; Chilian, W.M.; Merkus, D.; Bender, S.B.; Duncker, D.J. Experimental animal models of coronary microvascular dysfunction. Cardiovasc. Res. 2020, 116, 756–770. [Google Scholar] [CrossRef] [PubMed]
  79. Kayikcioglu, M. Benefits of statin treatment in cardiac syndrome-X. Eur. Heart J. 2003, 24, 1999–2005. [Google Scholar] [CrossRef] [PubMed]
  80. Ridker, P.M.; MacFadyen, J.; Cressman, M.; Glynn, R.J. Efficacy of rosuvastatin among men and women with moderate chronic kidney disease and elevated high-sensitivity C-reactive protein: A secondary analysis from the JUPITER trial. J. Am. Coll. Cardiol. 2010, 55, 1266–1273. [Google Scholar] [CrossRef]
  81. Pauly, D.F.; Johnson, B.D.; Anderson, R.D.; Handberg, E.M.; Smith, K.M.; Cooper-DeHoff, R.M.; Sopko, G.; Sharaf, B.M.; Kelsey, S.F.; Bairey Merz, C.N.; et al. In women with symptoms of cardiac ischemia, nonobstructive coronary arteries, and microvascular dysfunction, angiotensin-converting enzyme inhibition is associated with improved microvascular function: A double-blind randomized study from the National Heart, Lung and Blood Institute Women’s Ischemia Syndrome Evaluation (WISE). Am. Heart J. 2011, 162, 678–684. [Google Scholar]
  82. Pizzi, C.; Manfrini, O.; Fontana, F.; Bugiardini, R. Angiotensin-converting enzyme inhibitors and 3-hydroxy-3-methylglutaryl coenzyme A reductase in cardiac Syndrome X: Role of superoxide dismutase activity. Circulation 2004, 109, 53–58. [Google Scholar] [CrossRef]
  83. Kalinowski, L.; Dobrucki, L.W.; Szczepanska-Konkel, M.; Jankowski, M.; Martyniec, L.; Angielski, S.; Malinski, T. Third-generation beta-blockers stimulate nitric oxide release from endothelial cells through ATP efflux: A novel mechanism for antihypertensive action. Circulation 2003, 107, 2747–2752. [Google Scholar] [CrossRef] [PubMed]
  84. Bugiardini, R.; Borghi, A.; Pozzati, A.; Ottani, F.; Morgagni, G.L.; Puddu, P. The paradox of nitrates in patients with angina pectoris and angiographically normal coronary arteries. Am. J. Cardiol. 1993, 72, 343–347. [Google Scholar] [CrossRef] [PubMed]
  85. Denardo, S.J.; Wen, X.; Handberg, E.M.; Bairey Merz, C.N.; Sopko, G.S.; Cooper-Dehoff, R.M.; Pepine, C.J. Effect of phosphodiesterase type 5 inhibition on microvascular coronary dysfunction in women: A Women’s Ischemia Syndrome Evaluation (WISE) ancillary study. Clin. Cardiol. 2011, 34, 483–487. [Google Scholar] [CrossRef] [PubMed]
  86. Mohri, M.; Shimokawa, H. Rho-kinase inhibitors for ischemic heart disease. Nihon Rinsho 2003, 61 (Suppl. 5), 874–879. [Google Scholar]
  87. Shimokawa, H.; Sunamura, S.; Satoh, K. RhoA/Rho-Kinase in the Cardiovascular System. Circ. Res. 2016, 118, 352–366. [Google Scholar] [CrossRef] [PubMed]
  88. Bairey Merz, C.N.; Handberg, E.M.; Shufelt, C.L.; Mehta, P.; Minissian, M.B.; Wei, J.; Thomson, L.E.J.; Berman, D.S.; Shaw, L.J.; Petersen, J.W.; et al. A randomized, placebo-controlled trial of late Na current inhibition (ranolazine) in coronary microvascular dysfunction (CMD): Impact on angina and myocardial perfusion reserve. Eur. Heart J. 2016, 37, 1504–1513. [Google Scholar] [CrossRef]
  89. Villano, A.; Di Franco, A.; Nerla, R.; Sestito, A.; Tarzia, P.; Lamendola, P.; Di Monaco, A.; Sarullo, F.M.; Lanza, G.A.; Crea, F. Effects of ivabradine and ranolazine in patients with microvascular angina pectoris. Am. J. Cardiol. 2013, 112, 8–13. [Google Scholar] [CrossRef]
  90. Heerspink, H.J.L.; Greasley, P.J.; Ahlström, C.; Althage, M.; Dwyer, J.P.; Law, G.; Wijkmark, E.; Lin, M.; Mercier, A.K.; Sunnåker, M.; et al. Efficacy and safety of zibotentan and dapagliflozin in patients with chronic kidney disease: Study design and baseline characteristics of the ZENITH-CKD trial. Nephrol. Dial. Transplant. 2024, 39, 414–425. [Google Scholar] [CrossRef]
Figure 1. Pathophysiology and diagnostic approaches to CMD.
Figure 1. Pathophysiology and diagnostic approaches to CMD.
Biomolecules 15 00177 g001
Figure 2. Principal circulating biomarkers evaluated with invasive diagnostic techniques.
Figure 2. Principal circulating biomarkers evaluated with invasive diagnostic techniques.
Biomolecules 15 00177 g002
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Quarta, R.; Martino, G.; Romano, L.R.; Lopes, G.; Greco, F.F.; Spaccarotella, C.A.M.; Indolfi, C.; Curcio, A.; Polimeni, A. The Role of Circulating Biomarkers in Patients with Coronary Microvascular Disease. Biomolecules 2025, 15, 177. https://doi.org/10.3390/biom15020177

AMA Style

Quarta R, Martino G, Romano LR, Lopes G, Greco FF, Spaccarotella CAM, Indolfi C, Curcio A, Polimeni A. The Role of Circulating Biomarkers in Patients with Coronary Microvascular Disease. Biomolecules. 2025; 15(2):177. https://doi.org/10.3390/biom15020177

Chicago/Turabian Style

Quarta, Rossella, Giovanni Martino, Letizia Rosa Romano, Giovanni Lopes, Francesco Fabio Greco, Carmen Anna Maria Spaccarotella, Ciro Indolfi, Antonio Curcio, and Alberto Polimeni. 2025. "The Role of Circulating Biomarkers in Patients with Coronary Microvascular Disease" Biomolecules 15, no. 2: 177. https://doi.org/10.3390/biom15020177

APA Style

Quarta, R., Martino, G., Romano, L. R., Lopes, G., Greco, F. F., Spaccarotella, C. A. M., Indolfi, C., Curcio, A., & Polimeni, A. (2025). The Role of Circulating Biomarkers in Patients with Coronary Microvascular Disease. Biomolecules, 15(2), 177. https://doi.org/10.3390/biom15020177

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop