Acute Myocardial Infarction
Myocardial infarction, commonly known as a heart attack, is a critical medical condition resulting from the sudden cessation or severe reduction of blood flow to a part of the heart muscle. This typically occurs when a coronary artery, which supplies blood to the heart, becomes blocked, most often due to the rupture of an atherosclerotic plaque and subsequent clot formation. The interruption of blood flow deprives heart muscle cells of oxygen and nutrients, leading to cell damage and death.
Understanding the genetic underpinnings of acute myocardial infarction is crucial for advancing both prevention and treatment strategies. Recent advances in genome-wide association studies (GWAS) have begun to uncover specific genetic loci associated with coronary artery disease and myocardial infarction. However, these studies have so far identified only a fraction of the inherited genetic component, indicating a complex interplay of genetic and environmental factors[1].
From a biological perspective, the development of acute myocardial infarction is multifaceted. While all patients experiencing a heart attack often have underlying coronary atherosclerosis, not all individuals with atherosclerosis will suffer an infarction. This suggests that distinct genetic factors may contribute either to the initial development and progression of coronary atherosclerosis or, more specifically, to the subsequent plaque rupture and acute myocardial infarction[1]. For instance, genes like ADAMTS7have been implicated in the proliferative response to vascular injury, which is a process parallel to atherosclerosis progression, potentially influencing plaque size[1]. Conversely, the ABOgene, which determines blood group, has been strongly linked to myocardial infarction, potentially through its role in thrombosis and coronary heart disease[1]. Specifically, non-O blood groups have been associated with a higher likelihood of myocardial infarction in individuals with existing angiographic coronary artery disease[1].
The clinical relevance of dissecting the genetic architecture of acute myocardial infarction is profound. A deeper understanding of these genetic factors can significantly improve risk prediction, allowing for earlier identification of individuals at higher risk and enabling more targeted preventative interventions[1]. Furthermore, identifying specific genetic pathways offers promising avenues for the development of novel therapeutic strategies [1]. For example, understanding how genes like ADAMTS7influence plaque development could lead to therapies that slow atherosclerosis progression, while insights into theABO locus could inform strategies related to thrombosis management [1].
On a broader societal level, acute myocardial infarction remains a leading cause of morbidity and mortality worldwide, imposing a substantial burden on healthcare systems and individual lives. By elucidating the genetic predispositions, public health initiatives can be more effectively tailored, and resources can be allocated to those most likely to benefit from early screening and lifestyle modifications. Ultimately, advances in this field hold the potential to reduce the incidence and severity of heart attacks, improving overall public health and quality of life.
Limitations
Section titled “Limitations”Phenotype Definition and Potential Misclassification
Section titled “Phenotype Definition and Potential Misclassification”The definition of myocardial infarction and the methods used for participant classification present several limitations. Angiography, while useful, cannot detect early subclinical atherosclerosis in individuals classified as controls without myocardial infarction, potentially leading to their misclassification as free of coronary artery disease[1]. This issue is particularly relevant within the cohort of patients with angiographic coronary artery disease, where those initially classified without myocardial infarction might subsequently develop the condition, further complicating accurate phenotyping[1]. Such misclassification and inherent heterogeneity in the study population tend to bias findings towards the null hypothesis, which could limit the statistical power for identifying additional genetic discoveries, even if it does not invalidate the novel findings already reported [1].
Study Design and Statistical Scope
Section titled “Study Design and Statistical Scope”The study design, while robust for specific analyses, has inherent statistical constraints that shape the scope of its findings. The research was primarily powered to detect genetic variants with relatively large effect sizes [1]. This focus means that variants with more subtle, yet potentially significant, contributions to myocardial infarction risk might not have been identified due to insufficient statistical power [1]. Furthermore, the analysis did not include rare genetic variants, which are increasingly recognized for their potential role in complex diseases. Excluding these variants represents a knowledge gap, as their collective or individual effects could contribute to the overall understanding of myocardial infarction susceptibility [1].
Generalizability and Unaccounted Factors
Section titled “Generalizability and Unaccounted Factors”A significant limitation is the generalizability of these findings, as the study cohort was predominantly of European ancestry [1]. This demographic specificity means that the identified genetic associations may not be directly applicable or hold the same predictive value in populations with different ancestral backgrounds, highlighting the need for diverse replication studies [1]. Moreover, observations within the study suggest the influence of unmeasured factors beyond traditional risk factors. For instance, patients with angiographic coronary artery disease who experienced myocardial infarction tended to be younger than those without myocardial infarction, despite having broadly similar conventional risk profiles[1]. This disparity indicates that additional, currently unaccounted factors contribute to myocardial infarction among individuals with coronary artery disease, representing a remaining knowledge gap in the complete etiology of the condition[1]. The broader implications for applying genetic variants in cardiovascular disease risk estimation also remain an area requiring further investigation, as current evidence for incremental risk prediction by genetic markers has not been consistently strong[1].
Variants
Section titled “Variants”The genetic landscape influencing acute myocardial infarction (AMI) is complex, involving numerous genes and single nucleotide polymorphisms (SNPs) that modulate various biological pathways, from lipid metabolism and inflammation to vascular integrity and coagulation. These variants can alter gene expression, protein function, or cellular processes, ultimately contributing to an individual’s susceptibility to this cardiovascular event.
One such gene, SLC22A3 (Solute Carrier Family 22 Member 3), also known as OCT3, encodes an organic cation transporter. This protein plays a crucial role in the disposition of various endogenous compounds and exogenous drugs by facilitating their transport across cell membranes in tissues like the heart, kidney, and liver. The variant rs544366796 within SLC22A3 may influence the efficiency or expression of this transporter. Alterations in SLC22A3 activity could affect the clearance or tissue accumulation of metabolites involved in cardiovascular health, potentially impacting inflammatory responses, oxidative stress, or the metabolism of drugs used to treat cardiovascular conditions, thereby indirectly influencing the risk or prognosis of AMI.
Several other genetic loci have been strongly associated with AMI and coronary artery disease (CAD). The9p21 locus, encompassing genes like ANRIL, CDKN2A, and CDKN2B, is a prominent example, with variants such as rs4977574 showing a robust association with increased risk. This region is critical for cell cycle regulation, senescence, and apoptosis, processes that are fundamental to the development and progression of atherosclerosis. Similarly, variants inPHACTR1, such as rs12526453 , have been consistently linked to AMI. PHACTR1 (Phosphatase and Actin Regulator 1) is involved in regulating the actin cytoskeleton and endothelial cell function, and its genetic variations may contribute to vascular dysfunction, a key component of CAD and MI development.
Further insights into AMI susceptibility come from variants like rs514659 at the ABO locus, which influences blood group types. Non-O blood groups are associated with higher levels of von Willebrand factor and factor VIII, both of which are crucial for blood clotting, thereby increasing the risk of thrombotic events underlying MI. Other variants, including rs4618210 and rs3803915 , have also reached genome-wide significance for their association with MI. These SNPs may influence a range of cardiovascular risk factors, from lipid profiles to inflammatory markers, contributing to the overall genetic predisposition to heart attacks.
Genetic variations in genes involved in diverse pathways continue to expand our understanding of AMI. For instance, SMAD3 (rs17228212 , rs56062135 ) plays a vital role in the TGF-beta signaling pathway, influencing cell growth, differentiation, and extracellular matrix remodeling, processes implicated in vascular fibrosis and atherosclerosis. Variants inMTHFD1L (rs6922269 ), involved in folate metabolism, can affect homocysteine levels, a known cardiovascular risk factor. Additionally,rs62248161 in PLCL2 (Phospholipase C-like 2), a gene involved in cellular signaling, may also modulate risk by affecting downstream pathways critical to cardiac function and vascular health. Collectively, these variants highlight the multifaceted genetic architecture underlying AMI, offering potential targets for risk assessment and personalized medicine.
Key Variants
Section titled “Key Variants”| RS ID | Gene | Related Traits |
|---|---|---|
| rs544366796 | SLC22A3 | acute myocardial infarction triglycerides:total lipids ratio, blood VLDL cholesterol amount cardiovascular disease low density lipoprotein cholesterol measurement, phospholipids:total lipids ratio blood VLDL cholesterol amount |
Acute Myocardial Infarction: Classification, Definition, and Terminology
Section titled “Acute Myocardial Infarction: Classification, Definition, and Terminology”Acute myocardial infarction (MI) is defined as the severest form of coronary artery disease (CAD), characterized by the occlusion of a coronary artery, which results in ischemic damage to the myocardium[1]. This occlusion typically occurs due to abrupt plaque rupture with thrombogenesis, a process that follows the development of atherosclerosis[1]. Atherosclerotic plaque rupture is identified as the most common cause of acute myocardial infarction[1].
Related Terms and Classifications
Section titled “Related Terms and Classifications”- Coronary Artery Disease (CAD): Acute myocardial infarction is classified as the most severe manifestation of coronary artery disease[1]. CAD itself refers to conditions affecting the coronary arteries.
- Atherosclerosis: This underlying process is characterized as a chronic inflammatory accumulation involving extracellular matrix metabolism, innate immunity with macrophages, and an adaptive immune response with T and B lymphocytes [1]. It is the precursor to the plaque rupture that leads to an acute myocardial infarction.
- Plaque Rupture with Thrombogenesis: This describes the immediate event causing the coronary artery occlusion. An atherosclerotic plaque becomes unstable, ruptures, and a blood clot (thrombus) forms at the site, blocking blood flow [1].
- Ischemic Damage of the Myocardium: This is the consequence of the blocked coronary artery, where the heart muscle tissue (myocardium) is deprived of oxygen and nutrients, leading to cellular injury and death[1].
- Periprocedural Necrosis and Infarction: This specific classification refers to myocardial necrosis or infarction that occurs in the context of a coronary intervention. Diagnosis in these cases may involve measuring creatine kinase-myocardial band rather than troponin for greater accuracy, particularly when applying the “universal definition” of myocardial infarction [2].
Signs and Symptoms
Section titled “Signs and Symptoms”Measurement Approaches The diagnosis of periprocedural necrosis and infarction following coronary intervention can be accurately determined by measuring creatine kinase-myocardial band (CK-MB). Studies indicate that CK-MB measurement offers greater accuracy for this specific diagnostic purpose compared to troponin [2]. In research settings, CK-MB levels have been utilized to categorize participants, such as assigning trait status based on extreme quartiles of its distribution for analysis.
Causes of Acute Myocardial Infarction
Section titled “Causes of Acute Myocardial Infarction”Acute myocardial infarction (MI) is most commonly caused by the rupture of atherosclerotic plaque[1]. While all individuals experiencing plaque rupture or MI have underlying coronary atherosclerosis, only a subset of those with coronary atherosclerosis develop an MI[1]. This suggests that additional factors, such as the vulnerability of the plaque or the extent of the thrombotic reaction following plaque disruption, may contribute to MI in the presence of coronary artery disease[1].
Genetic Factors
Section titled “Genetic Factors”Genetic factors play a role in the development of MI, though only a small portion of the inherited component has been identified [1]. Genome-wide association studies (GWAS) have begun to identify specific genetic loci associated with MI:
- ABO: This locus is strongly associated with the risk of MI, potentially by increasing the likelihood of plaque rupture and/or thrombosis [1]. Research has long suggested a link between ABO blood groups and both thrombosis and coronary heart disease[1].
- Chromosome 9p21: Common variants in this region are known to affect the risk of myocardial infarction [3][4].
- LRP8/APOER2 R952Q variant:This variant has an additive effect in influencing apolipoprotein E concentration and the risk of myocardial infarction[5].
- Interleukin-18 gene:Genetic analysis of the interleukin-18 system suggests a role for the interleukin-18 gene in cardiovascular disease[6].
Other genetic loci have shown stronger associations with coronary artery disease (CAD) itself rather than directly with the precipitating events of MI:
- ADAMTS7:This locus is associated with angiographic CAD and may increase plaque size, but studies indicate it appears less likely to affect plaque stability or prevent MI in high-risk individuals[1].
- HDAC9:This gene shows a stronger association with CAD than with MI, suggesting its role might be in predisposing to atherosclerosis rather than the events that trigger an MI[1].
Biological Background
Section titled “Biological Background”Myocardial infarction (MI), commonly known as a heart attack, is the most severe form of coronary artery disease (CAD). It is characterized by the occlusion of a coronary artery, which leads to ischemic damage of the heart muscle.[7] This occlusion typically results from the abrupt rupture of an atherosclerotic plaque, followed by the formation of a blood clot (thrombogenesis) [7] within the artery. [1]
Atherosclerosis, the underlying process, is understood as a chronic inflammatory condition involving the accumulation of material, changes in extracellular matrix metabolism, and the activity of both innate and adaptive immune responses. This includes the involvement of macrophages in innate immunity and T and B lymphocytes in the adaptive immune response.[7]While all individuals who experience plaque rupture or MI have coronary atherosclerosis, only a portion of those with atherosclerosis will develop MI.[1]This observation suggests that specific factors, including genetic predispositions, are likely involved in increasing the risk of plaque rupture or MI in individuals already affected by coronary atherosclerosis.[1]
The development of MI is considered to be a cumulative effect of multiple genetic and environmental factors. [7]Research aims to distinguish genetic factors that specifically contribute to MI in patients with existing coronary atherosclerosis from those that are involved in the initiation and progression of atherosclerosis itself.[1]
Specific genes have been identified as having roles in the biological mechanisms underlying MI and atherosclerosis:
- ADAMTS7: This gene has been identified as a genetic locus associated with angiographic CAD. [1]ADAMTS7 is implicated in the proliferative response to vascular injury, a process that shares similarities with the progressive phase of atherosclerosis.[1] Its mechanism may involve the degradation of cartilage oligomeric matrix protein. [1]While ADAMTS7 might contribute to an increase in plaque size, it does not appear to influence plaque stability. This suggests that ADAMTS7 could be a target for therapies aimed at preventing the progression of atherosclerosis, but less likely for preventing MI in high-risk patients.[1]
- ABO: The ABO gene, which encodes transferase A and transferase B proteins integral to the ABO blood group system, has been identified as a key locus for MI in patients with angiographic CAD. [1]A relationship between ABO blood groups and both thrombosis and coronary heart disease has been suggested by research spanning several decades.[1]
Pathways and Mechanisms
Section titled “Pathways and Mechanisms”Acute myocardial infarction (AMI) involves a complex interplay of genetic, molecular, and physiological mechanisms, often stemming from underlying coronary atherosclerosis and subsequent cardiac injury.
Genetic factors play a significant role in predisposition to AMI. Studies have identified numerous genes associated with ‘coronary heart disease’ or ‘myocardial infarction’ through genome-wide association studies (GWAS) and gene mutation databases[7]. For instance, the ADAMTS7 gene has been identified as a novel locus that predisposes to angiographic coronary artery disease[8]. Additionally, single nucleotide polymorphisms on chromosome 9p21 have been investigated for their potential association with recurrent events[9].
Inflammation and coagulation pathways are also central to AMI. Polymorphisms in inflammatory genes can influence the risk of myocardial infarction, particularly in postoperative settings [10]. Variants in the thrombomodulin gene have been linked to increased mortality following coronary artery bypass surgery, suggesting a role in thrombotic or vascular processes[11].
At the cellular and molecular level, the heart undergoes specific responses to injury. Ischemia-reperfusion injury, a common consequence of AMI and subsequent restoration of blood flow, involves mechanisms that can be modulated. For example, inhibition of histone deacetylase has been shown to reduce myocardial ischemia-reperfusion injury[12]. Furthermore, growth-differentiation factor-15 (GDF-15), a member of the transforming growth factor-beta superfamily, offers protection to the heart from ischemia/reperfusion injury [13]. Following an infarction, the heart undergoes remodeling. This process is influenced by pathways such as transforming growth factor-beta (TGF-beta) signaling, which plays a role in myocardial infarction and subsequent cardiac remodeling [14]. The control of cardiac growth itself is regulated by histone acetylation/deacetylation [15].
Population Studies
Section titled “Population Studies”Studying incident cases of acute myocardial infarction (MI) is crucial for accurately representing fatal cases and individuals with brief post-event survival, thereby avoiding incidence-prevalence (Neyman) bias. Strong and reliable evidence for identifying and assessing factors like LDL-cholesterol and systolic blood pressure, which predict future clinical disease, is primarily derived from well-designed, population-based, prospective cohort studies that collect a large number of incident cases.
Research in this area has focused on identifying genetic variants that influence the incidence of MI and coronary heart disease (CHD) within prospective, population-based cohorts. These studies also investigate whether genetic variants identified to date are associated with the risk of CHD in a prospective setting, and if known genetic variants are linked to total mortality after MI.
To achieve these aims, data from the Cohorts for Heart and Aging Research in Genome Epidemiology (CHARGE) Consortium and collaborating prospective studies have been utilized. Initial studies involved participants from five prospective cohort studies that are part of the CHARGE consortium. These include:
- The Age, Gene/Environment Study (AGES)
- The Atherosclerosis Risk in Communities (ARIC) Study[16]
- The Cardiovascular Health Study (CHS)[17]
- The Framingham Heart Study (FHS) [18]
- The Rotterdam Study (RS)
Participants in these cohorts are characterized by baseline information such as age, prevalence of hypertension and diabetes, smoking status, total cholesterol, HDL cholesterol, triglyceride levels, and body mass index. These studies track incident cases of MI and CHD, with mean follow-up times for incident MI and CHD cases also recorded. For instance, incident MI cases in the cohorts ranged in mean age from 65.17 to 80.8 years.
Frequently Asked Questions About Acute Myocardial Infarction
Section titled “Frequently Asked Questions About Acute Myocardial Infarction”These questions address the most important and specific aspects of acute myocardial infarction based on current genetic research.
1. My dad had a heart attack young; does that mean I will too?
Section titled “1. My dad had a heart attack young; does that mean I will too?”Yes, having a close family member, especially a parent, who experienced a heart attack at a younger age can increase your risk. Your genes play a significant role in predisposition, influencing factors like how your arteries develop or how your blood clots. While it doesn’t guarantee you’ll have one, understanding this genetic link allows for earlier risk assessment and potentially more targeted preventative steps.
2. Does my blood type make me more likely to have a heart attack?
Section titled “2. Does my blood type make me more likely to have a heart attack?”Yes, surprisingly, your blood type can influence your risk. Individuals with non-O blood groups (A, B, or AB) have been linked to a higher likelihood of heart attack, particularly if they already have coronary artery disease. This is thought to be related to theABO gene’s role in blood clotting and overall heart health.
3. Why do some people get heart attacks even if they seem healthy?
Section titled “3. Why do some people get heart attacks even if they seem healthy?”Heart attacks are complex, and even seemingly healthy individuals can have underlying risks. While factors like diet and exercise are important, genetic predispositions can influence things like silent plaque buildup (atherosclerosis) or how prone your blood is to clotting. Some genetic factors specifically increase the risk of plaque rupture and acute events, even in the absence of obvious symptoms.
4. Can I really prevent a heart attack if it runs in my family?
Section titled “4. Can I really prevent a heart attack if it runs in my family?”While you can’t change your genes, lifestyle choices can significantly reduce your risk, even with a family history. Understanding your genetic predispositions allows for more targeted prevention, like focusing on specific risk factors influenced by your genes. Early identification and proactive measures, including lifestyle modifications, are crucial for mitigating inherited risks.
5. Could I have underlying heart issues without any symptoms?
Section titled “5. Could I have underlying heart issues without any symptoms?”Yes, it’s possible to have early or subclinical coronary artery disease without experiencing any noticeable symptoms. This is a challenge in diagnosis, as the initial stages of plaque buildup can be silent. Genetic factors can contribute to this silent progression, making regular check-ups and understanding your family history even more important.
6. Why do some people’s arteries get blocked, but others don’t?
Section titled “6. Why do some people’s arteries get blocked, but others don’t?”The development of blocked arteries (atherosclerosis) is influenced by a combination of lifestyle and genetic factors. Your genes can affect how your body responds to vascular injury or how plaque forms and grows in your arteries, for example, through genes likeADAMTS7. This means some individuals are genetically more susceptible to plaque buildup than others, even with similar environmental exposures.
7. Is there a special test to know my personal heart attack risk?
Section titled “7. Is there a special test to know my personal heart attack risk?”Advances in genetic research, like genome-wide association studies (GWAS), are helping to identify specific genetic markers linked to heart attack risk. While these tests are becoming more available, their ability to provide consistently strong incremental risk prediction beyond traditional factors is still being investigated. However, understanding your genetic profile could offer insights for personalized preventative strategies.
8. Does my ethnic background affect my chances of a heart attack?
Section titled “8. Does my ethnic background affect my chances of a heart attack?”Yes, your ethnic background can play a role because genetic risk factors can vary across different populations. Much of the current genetic research has focused on people of European ancestry, meaning that identified associations might not be directly applicable or equally predictive for individuals from other ethnic groups. More diverse studies are needed to fully understand these differences.
9. My sibling had a heart attack, but I haven’t. Why the difference?
Section titled “9. My sibling had a heart attack, but I haven’t. Why the difference?”Even within families, individual risk for heart attack can vary due to a complex interplay of genetic and environmental factors. While you share many genes with your sibling, subtle differences in other genetic variants or unique lifestyle choices can lead to different outcomes. Your personal combination of genetic predispositions and life experiences shapes your individual risk profile.
10. Does chronic stress increase my risk of a heart attack?
Section titled “10. Does chronic stress increase my risk of a heart attack?”While research is still exploring all factors, studies suggest that “unaccounted factors” beyond traditional risks can contribute to heart attacks, especially in younger patients. Chronic stress is increasingly recognized as a potential contributor to cardiovascular disease. It likely interacts with your genetic predispositions and other lifestyle factors to influence your overall heart attack risk.
This FAQ was automatically generated based on current genetic research and may be updated as new information becomes available.
Disclaimer: This information is for educational purposes only and should not be used as a substitute for professional medical advice. Always consult with a healthcare provider for personalized medical guidance.
References
Section titled “References”[1] Reilly et al. “Association of ABO SNPs with myocardial infarction in patients with angiographic CAD (myocardial infarction versus no myocardial infarction).”
[2] Lim CC, van Gaal WJ, Testa L, et al. With the “universal definition,” measurement of creatine kinase-myocardial band rather than troponin allows more accurate diagnosis of periprocedural necrosis and infarction after coronary intervention. J Am Coll Cardiol 2011;57:653–61.
[3] Helgadottir, A., et al. “A common variant on chromosome 9p21 affects the risk of myocardial infarction.” Science, vol. 316, no. 5830, 2007, pp. 1491–3.
[4] Horne, B. D., et al. “Association of variation in the chromosome 9p21 locus with myocardial infarction versus chronic coronary artery disease.”Circ Cardiovasc Genet, vol. 1, no. 1, 2008, pp. 85–92.
[5] Martinelli, N., et al. “Additive effect of LRP8/ APOER2 R952Q variant to APOE epsilon2/epsilon3/epsilon4 genotype in modulating apolipoprotein E concentration and the risk of myocardial infarction: a case-control study.”BMC Med Genet, vol. 10, no. 1, 2009, p. 41.
[6] Tiret, L., et al. “Genetic analysis of the interleukin-18 system highlights the role of the interleukin-18 gene in cardiovascular disease.”Circulation, vol. 112, no. 5, 2005, pp. 643–50.
[7] Hirokawa, M., et al. “GWAS for myocardial infarction in Japanese.” European Journal of Human Genetics, 2013.
[8] Myocardial Infarction Genetics Consortium. “Background—We tested whether genetic factors distinctly contribute to either development of coronary atherosclerosis or, specifically, to myocardial infarction in existing coronary atherosclerosis.”Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
[9] Virani, S.S., et al. “Chromosome 9p21 single nucleotide polymorphisms are not associated with recurrent.” 2012.
[10] Podgoreanu, M.V., et al. “Inflammatory gene polymorphisms and risk of postoperative myocardial infarction after cardiac surgery.” Circulation, vol. 114, 2006, pp. I275–81.
[11] Lobato, R.L., et al. “Thrombomodulin gene variants are associated with increased mortality after coronary artery bypass surgery in replicated analyses.”Circulation, vol. 124, 2011, pp. S143–8.
[12] Granger, A., et al. “Histone deacetylase inhibition reduces myocardial ischemia-reperfusion injury in mice.”Faseb J, vol. 22, 2008, pp. 3549–60.
[13] Kempf, T., et al. “The transforming growth factor-beta superfamily member growth-differentiation factor-15 protects the heart from ischemia/reperfusion injury.” Circ Res, vol. 98, 2006, pp. 351–60.
[14] Bujak, M., and N.G. Frangogiannis. “The role of TGF-beta signaling in myocardial infarction and cardiac remodeling.” Cardiovasc Res, vol. 74, 2007, pp. 184–95.
[15] Backs, J., and E.N. Olson. “Control of cardiac growth by histone acetylation/deacetylation.” Circ Res, vol. 98, 2006, pp. 15–24.
[16] ARIC Investigators. “The Atherosclerosis Risk in Communities (ARIC) Study: Design and Objectives.”
[17] Fried, Linda P., et al. “The Cardiovascular Health Study: Design and rationale.”
[18] Feinleib, Manning, et al. “The Framingham Offspring Study: Design and preliminary data.”