Open access peer-reviewed chapter

New Cardiovascular Risk Factors and Physical Activity

By Nicolás Terrados and Eduardo Iglesias-Gutiérrez

Submitted: April 1st 2011Reviewed: September 13th 2011Published: March 14th 2012

DOI: 10.5772/31653

Downloaded: 1563

1. Introduction

A cardiovascular risk factor (CRF) is a biological characteristic or behaviour that increases the possibility of cardiovascular disease (CVD) (1). The concept of risk factors first appeared some fifty years ago with the publication of the Framingham Study (2). Since that time, advances in the field of epidemiology have made large scale clinical studies possible and have led to the identification of a series of cardiovascular disease risk factors that induce the formation of atheromatous plaques. The establishment of a specific biological characteristic, environmental factor or habit as a CRF requires: a standardised methodology; concordant prospective studies; an added effect when various risk factors concur in an individual; and, that the modification of the factor (in the case that the factor is modifiable) results in a diminution of the risk (3).

Historically, there has been clear evidence of a series of ‘traditional’ CRFs (Table 1), such as hypercholesterolemia, hypertension, hyperglycaemia, nicotine poisoning, sedentarism, etc. which have been used in the stratification of individual risk (4). In the recent past, a number of important studies have proposed the inclusion of new or ‘emergent’ CRFs in the evaluation and stratification of cardiovascular risk and this has implications for preventive and therapeutic strategies.

Numerous documents and reports that include recommendations for the prevention of CVD and control of the main cardiovascular risk factors have been published by national and international scientific institutions and organisations (from the USA, Europe (5) etc.). Following the latest recommendations of the world renowned National Cholesterol Education Program (NCEP) (4), Table 1 lists the most significant 'traditional' CRFs whilst Table 2 shows the ‘emergent’ factors. Some of the ‘new’ factors have been recognised for decades though they have been subject to debate and controversy, and consensus has not been reached on their inclusion in cardiovascular risk evaluation.

The NCEP Panel III identifies three classes of CRFs that influence the possibilities of suffering CVD, although only the first two are relevant to the modification of treatment objectives: major CRFs, factors linked to lifestyles and emergent risk factors.

Age and sex (men ≥ 45 years old, women ≥ 55 years old)
Nicotine poisoning
Arterial hypertension (BP ≥ 140/90 mmHg or undergoing antihypertensive treatment)
Increase LDL cholesterol
Fall in HDL cholesterol (< 40 mg/dl)*
Family history of premature coronary heart disease
Male first degree relatives < 55 years
Female first degree relatives < 65 years
Diabetes mellitus**
Lifestyle (overweight/obesity, sedentarism, atherogenic diet)***
* Adapted from Panel III of the National Cholesterol Education Program (4).
*If HDL cholesterol is ≥ 60 mg/dl, it is considered as a ‘negative’ risk factor”.
**Diabetes mellitus carries a risk equivalent to a secondary prevention situation.
***These factors are not computed in the algorithms for stratification of risk.
AP: arterial pressure; LDL: low density lipoproteins; HDL: high density lipoproteins.

Table 1.

Major (‘traditional’) cardiovascular risk factors, (4).

Panel III recognises that, in addition to the main CRFs, CVD is influenced by the presence of other factors which modification can have a positive effect on some of the major CRFs and reduce risk; these therefore represent direct treatment objectives. These factors act through other intermediate elements or worsen independent risk factors such as, obesity, sedentarism, a family history of premature CVD, psychosocial conditions or being male. Although they do not figure in algorithm calculations on the stratification of risk (6), two of them, obesity and sedentarism, are considered as causal CRFs by the American Heart Association.

2. Traditional cardiovascular risk factors

2.1. Lipid risk factors

Hypercholesterolemia is one of the main cardiovascular risk factors that are modifiable. The Multiple Risk Factor Intervention Trial demonstrated the existence of a continuous and graded relationship between cholesterolemia and total mortality and mortality due to ischemic heart disease (7).

The three main classes of lipoproteins are: Low-density lipoproteins (LDL); High-density lipoproteins (HDL); and Very low-density lipoproteins (VLDL). There is another class of lipoproteins known as Intermediate-density lipoproteins (IDL) that is between VLDL and LDL, though in clinical practice, it is included in the LDL category.

With the exception of HDLs, that play a role in reverse cholesterol transport and therefore exercise a vasoprotector action, lipid particles are more atherogenic the more cholesterol that they transport. Chylomicrons carry such a small quantity of cholesterol that their increase in hyperchylomicronemia (Type I dyslipidemia) is not associated with atherosclerosis lesions. In contrast, with the accumulation of VLDLs, a fifth of which are made up of cholesterol, an increase in atherogenesis is observed. Given that LDLs are particles with a higher level of cholesterol, they are the main cause of atherogenesis when they are in excess.

Although LDLs receive most attention in clinical management, there is a growing body of evidence that indicates that VLDLs play an important role in atherogenesis.

Levels of HDL cholesterol are inversely related with the risk of CVD; they seem to play a protective role against the onset of atherosclerosis as they capture free cholesterol from the peripheric tissues such as the cells of the vascular wall. This cholesterol is transformed into cholesterol esters, a part of which is transferred to the VLDLs by the cholesterol esters transfer proteins (CETP) and returned to the liver by IDLs and LDLs and another part is transferred directly to the liver by the HDL particles. The liver reuses the cholesterol for the synthesis of VLDLs, for the synthesis of bile salts or excretes it directly into the bile. Therefore, HDLs tend to reduce cholesterol levels.

2.2. Non-lipid risk factors


Hypertension is a principal and independent CRF, but its damaging effect is increased when associated with other coronary risk factors such as smoking, diabetes and dyslipidemia. The Sixth Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure defines hypertension as a systolic arterial pressure of ≥140mmHg or diastolic ≥90mmHg or the need for antihypertensive treatment (8). A number of studies, for example the Framingham study, have demonstrated an increase in total mortality and cardiovascular risk in cases of increased levels of arterial pressure (diastolic and systolic), with a continuous and gradual relationship (9,10,11). The association applies to men and women, young and old alike.


Smoking contributes clearly to CVD. The relationship between smoking and the risk of CVD is dose dependent and affects men and women equally. Observational studies suggest that stopping smoking leads to a substantial reduction of the risk of a cardiovascular event.


Diabetes is defined as the presence of a level of glucose, on an empty stomach, more than, or equal to, 126 mg/dL (12). The risk of cardiovascular disease is significantly increased for sufferers of diabetes mellitus type 1 and type 2 (13). The increase of risk attributed to hyperglycaemia is independent of other risk factors such as obesity, overweight or dyslipidemia that are often observed in diabetics.

80% of diabetes mellitus patient mortality is caused by complications associated with atherosclerosis with ischemic heart disease being responsible in 75% of cases (14). In addition, the risk of acute myocardial infarction in diabetes mellitus type 2 patients with no previous history of myocardial infarction is similar to non-diabetics who have previously suffered a heart attack (15).

Although it is probable that strict control of diabetes reduces micro-vascular disorders and other complications such as renal disease and retinopathies, statistics relative to the effects of glycemic control on coronary episodes are uncertain. Diabetics often present dyslipidemia, characterised by moderate hypercholesterolemia and hypertriglyceridemia with low concentrations of HDL cholesterol that involve increased cardiovascular risk. This is frequently associated with central obesity, hyperinsulinism and AHT. Therefore, the association of numerous CRFs explains why many individuals already exhibit disorders when they are diagnosed with diabetes mellitus.

3. Emergent cardiovascular risk factors

Traditional factors can strongly predict the risk of cardiovascular disease but not completely (16). Thus, recently new biomarkers have emerged, although their predictive value still needs to be validated in multiple cohorts and different populations.

Lipid Risk Factors
Total cholesterol quotient/HDL cholesterol
HDL subclasses
“Small and dense” LDL particles
Residual or remnant lipoproteins
Non-lipid Risk Factors
Markers of inflammation
Impaired fasting glycaemia
Thrombogenic / hemostatic factors
LDL: Low-density lipoproteins; HDL: High-density lipoproteins

Table 2.

Emergent cardiovascular risk factors

3.1. Apolipoproteins

Apolipoprotein A

A apolipoproteins are a group of proteins that are variably distributed among different lipoproteins. Apo A-I is the most abundant apolipoprotein in plasma and is nearly 90% of the HDL and 60-70% of the protein fraction of the sub-fractions HDL2 and HDL3, respectively. Apo A-I is initially synthesised in the liver and intestine as a protein precursor which is degraded to its mature form in plasma; it is a simple polypeptide chain that contains 243 amino acids. This protein participates in the reverse transport of cholesterol. The apolipoprotein apo A-II is the second highest concentration protein component of HDL, although it is absent in the HDL2 sub-fraction and plasma levels do not correlate with HDL-cholesterol levels.

The measurement of the concentration of apo A-I in serum perfectly reproduces the predictive value of coronary disease of the concentration of HDL in serum. Nevertheless, this correlation is not valid in subjects with hypertriglyceridemia, in which the fraction of HDL is enriched with triglycerides and cholesterol is almost absent.

Apolipoprotein B

B apolipoprotein is a protein of great molecular weight, present in chylomicrons, VLDL, and LDL lipoproteins. There are two molecular forms in plasma, apo B-100 (apo B) and apo B-48. Apo B is a unique polypeptide chain of 4536 amino acids (one of the biggest plasma proteins), synthesised in the liver and secreted in VLDLs. It is quantitatively maintained during the conversion of VLDL to IDL until LDL, of which it is the only protein component, and for this reason, levels of apo B are correlated with levels of these lipoproteins. Studies have established the relationship between B concentrations in serum and cardiovascular risk (17,18,19).

Given that each particle of VLDL, IDL and LDL only contains one apo B molecule, its concentration in serum reflects the risk associated with all these atherogenic particles. Although considered as a risk factor by the NCEP, its determination is not recommended in clinical practice, due to the unavailability of clinical guides or risk stratification algorithms based on its concentration, although it can be useful in some situations.

Nevertheless, from an experimental point of view, it can offer important additional information. The concentration of apo B in serum provides data on the number of particles, especially LDL particles, as they contain approximately 90% of total circulating apo B. It has been suggested that a LDL/ decreased apo B relationship is an indicator of the predominance of small and dense LDL particles (20).

The estimation of LDL cholesterol using the Friedewald formula is inexact when levels of triglycerides are higher than 300mg/dL and, if no validated direct method or ultracentrifugation is available, the concentration of apo B can be used as an alternative for the stratification of risk and the setting of therapeutic objectives (21). A modification of the Friedewald formula has been described for the calculation of LDL cholesterol that includes apo B. The LDL cholesterol obtained in this way has been shown to be more independent of hypertriglyceridemia than calculations made with the Friedewald formula (22).

The results of some studies have shown that the relationship between apo B/apo A-I is better for evaluating cardiovascular risk than the total cholesterol/HDL cholesterol relationship or LDL cholesterol/HDL (23,24). The number of particles and, in particular, the balance between them, that is to say, the apo B/apo A-I relationship, may be more important than the lipid quantity carried by each particle.

3.2. Triglycerides

In spite of the evidence put forward by some epidemiological studies on the relationship between hypertriglyceridemia and the incidence of CVD (25,26), the results of other, more recent, multivariate works do not allow the definitive classification of triglycerides as an independent CRF (4). This is due to the close relationship between increased levels of triglycerides and other lipid CRFs (the presence of residual lipoproteins or remnants of VLDLs and chylomicrons in plasma, the predominance of ‘small and dense’ particles of LDL in plasma or decreased plasma concentration of HDL cholesterol), non-lipid CRFs (hypertension) and emergent CRFs (glucose intolerance, prothrombotic state). The NCEP Panel III states that increases in levels of triglycerides (>200mg/dL) are associated with a higher risk of CVD. It is also commonly associated with other lipid and non-lipid risk factors and indicates that therapeutic objectives should be based on lifestyle changes (loss of weight, physical exercise, stopping smoking).

3.3. Lipoprotein(a)

In recent years, lipoprotein (a) (Lp(a)) has attracted enormous interest as a cardiovascular risk factor (27,28). Lp(a) is a spherical lipoprotein, rich in cholesterol esters and phospholipids, it has a composition that is similar to LDL and contains a specific glycoprotein, apolipoprotein (a), linked by a disulphide bridge to the apolipoprotein B-100. In addition, it has great structural homology to the plasminogen fibrinolytic proenzyme (Figure 1) (29).

A variety of mechanisms that may explain the relationship between lp(a) and cardiovascular disease have been described in published works. Firstly, it is argued that as lp(a) is an LDL particle it plays a role in the initiation, progression and possible rupture of the atheromatous plaque. Secondly, it is suggested that this particle competes with the plasminogen particle and inhibits thrombolytic activity (30). Finally, cell line studies with rats have shown that lipoprotein (a) inhibits NO synthesis (31).

Figure 1.

Structure of lipoprotein (a).

Although an increase in the plasma concentration of lp(a) implies a higher risk of CVD, mainly in individuals at greater global risk (32), the principal consensus documents, such as the NCEP Panel III and the latest European STORE project proposal, do not include it among cardiovascular risk factors that are computable for the evaluation of overall risk. This is due to the fact that some studies do not corroborate independent prediction, based on lp(a) levels, of suffering CVD (33,34) and there is no evidence that elimination benefits the patient (35).

3.4. Ultra-sensitive CRP

The inflammatory process characterises all phases of atherothrombotic development. There are many studies that relate a variety of elements that intervene in the inflammatory process with the risk of CVD. These elements include: the intercellular-1 adhesion molecule (ICAM-1); the vascular-1 adhesion molecule (VCAM-1); E-selectin; P-selectin; proinflammatory cytokines, such as interleucine-6 (IL-6), and the tumor necrosis factor-alpha (TNF-α). All of the aforementioned have been shown to be predictors of CRFs (36). In clinical practice, difficulties in determining these markers and the short half-life of these molecules in circulatory blood mean that it is not possible to include them in the daily clinical routine. Of the other markers of inflammation that have been suggested, such as, serum amyloid A, the leukocyte count, fibrinogen, nitrotyrosine, myeloperoxidase and c-reactive protein (CRP), only the latter has been consolidated as a candidate due to its stability, analysis precision and accessibility (37). The AHA (American Heart Association) and CDC (Centers for Disease Control) say that of all the markers of inflammation, only ultra-sensitive CRP (US-CRP) has the characteristics necessary for use in clinical practice (38).

Ultra-sensitive CRP (US-CRP) is currently the best characterised inflammation biomarker and has been established as a potential marker of cardiovascular risk. US-CRP in plasma is a firm candidate for use in clinical practice as it is considered as an independent predictor of coronary illness for the general population, for both sexes and for patients that have already presented clinical manifestations of CVD (36,37). However, sufficient evidence that reducing CRP levels prevents CHD events is lacking (16, 39).

CRP is a member of the pentraxin family of proteins which are characterised by having a pentameric structure and radial symmetry, formed by five protomers of 24 kD and 206 amino acids that are linked among themselves by non covalent bonds and have the capacity to bond to a great variety of substances, such as, phosphocholine, fibronectin, chromatin, histones and ribonucleoproteins (40).

The differentiation of monocytes and macrophages, that takes place during atherosclerotic process, frees proinflammatory molecules that include interleukin-6 (IL-6) which activates, in the liver, the liberation of inflammation markers like CRP. High levels (>10 mg/dl) are registered in bacterial infections though ultra-sensitive analysis can detect very low levels (0-3 mg/dl) that are associated with the atherosclerotic process. Their half-life is more than 24 hours and their blood levels are not altered by diet.

3.5. Homocysteine

In the last decade, numerous studies have been published that relate increases homocysteinaemia (Hcy) to CVD (41-45). Nevertheless, the mechanism that controls this relationship is not completely understood. Homocysteine has a direct cytotoxic effect on endothelial cells in cultivation. An alteration in endothelial function has been observed, evaluated by echo-Doppler, in individuals with moderate hyperhomocysteinaemia and improvements have been noted on reducing the concentration of homocysteine by means of folic acid treatment. It should be remembered that levels of plasma homocysteine are related to levels of vitamin B12 and folic acid (46).

Homocysteine can promote LDL oxidation through the production of reactive oxygen species such as hydrogen peroxide and studies have described the promotion of the multiplication of smooth muscle cells and a reduction in DNA synthesis in endothelial cells. A large number of prospective and retrospective studies support the hypothesis that an excess of plasma homocysteine is associated with a higher risk of coronary illness, peripheral and cerebrovascular disease (44,47-49).

3.6. Asymmetric dimethylarginine

The relationship established between a high concentration of asymmetric dimethylarginine (ADMA) and endothelial dysfunction and the possible relationship between high ADMA values and the incidence of cardiovascular accidents, has led a number of research groups to study the association between high ADMA and death by any cause.

Some studies indicate that ADMA plasma levels may predict the risk of cardiovascular events. In 2001, Valkonen et al. (50) showed that subjects with ADMA levels of more than 0.62 µmol/L (percentile 75) had almost four times more risk of suffering an acute cardiovascular event. Similar results have been described by other authors in cases of patients with unstable angina; it was noted that those patients with higher ADMA levels (>0,62 µmol/L, percentile 75) had five times more risk of suffering a cardiovascular event (51).

Zoccali et al. (52) showed that in haemodialysis patients, ADMA plasma levels are an independent predictor of mortality and cardiovascular risk. In their multivariate study, only ADMA and age were significantly predictive, independent of the incidence of cardiovascular episodes (such as chest angina and heart attack) and death by any cause. Patients whose concentration of plasma ADMA was above the percentile 75, had three times more risk of suffering a cardiovascular episode than patients whose initial ADMA levels were lower than the average.

There are currently a number of case studies, controls and prospective clinical trials taking place with a variety of patient populations that are aimed at gaining greater understanding of the role of ADMA as an independent risk factor for CVD and mortality. The data generated by these studies will help in determining the significance of ADMA as a risk factor and explore its diagnostic importance in different illnesses and diseases.

4. Cardiovascular risk factors and physical activity

There is much research on the effect of physical activity on the alteration of risk factors associated with heart disease. The most beneficial effect of exercise is on the level of oxidative metabolism which influences levels of lipids in the blood. Aerobic exercise reduces levels of triglycerides and total cholesterol and may increase levels of HDLs, especially if accompanied by weight loss. Although reductions in total cholesterol and LDL cholesterol generated by physical exercise seem to be relatively small (in general, they are less than 10%), there are important increases in HDL cholesterol and significant reductions in triglycerides. Transversal studies with trained athletes and non-trained subjects unequivocally demonstrate that individuals with higher levels of aerobic activity have higher HDL levels and lower levels of triglycerides (53), even after a single session of exercise (54). Nevertheless, results from longitudinal studies, over relatively long periods of time, are much less clear. Many studies on physical exercise have described an increase in HDL and a reduction in triglycerides (53,55), but others have described very small changes or no changes at all. However, almost all studies have shown that proportions of LDL/HDL and total cholesterol/HDL fall after endurance training and this means less cardiovascular risk

There are reliable data that demonstrate the effectiveness of physical exercise on the reduction in blood pressure in patients with mild or moderate hypertension. Endurance training can reduce systolic and diastolic arterial pressure (DAP) by approximately 10 mmHg in individuals with moderate essential hypertension.

With regards to the other traditional cardiovascular risk factors, physical exercise can play a role in the reduction and control of weight and in the control of diabetes. Exercise has also been shown to be effective in the control and reduction of stress and anxiety (56).

Whilst the effect of exercise on ‘traditional’ CRFs is well documented, the effect of exercise on ‘emergent’ CRFs has not been studied in depth and results are not well known. It must not be forgotten that is very important the change in the volume of blood that affects plasma concentrations, independently of changes in total lipids, both in terms of lipids and the other biochemical parameters expressed as a concentration, for the evaluation of changes engendered by physical exercise. The failure to correctly take this factor into account could explain some of the controversies concerning studies on CRFs and physical exercise.

The beneficial effects of exercise, leading to the reduction of levels of apolipoprotein B, have been widely reported, but this has not been the case with the relationship between exercise and levels of apolipoprotein A-I (57,58). Some authors have found that long-term, regular physical exercise does not seem to modify levels of apolipoproteins in comparison with sedentary groups (59). There is relatively little information available on levels of lipoprotein (a) in young people although some studies have confirmed a favourable relationship between regular physical exercise and levels of lipoprotein (a) (57,59), whilst others found no difference in lipoprotein (a) concentration between healthy sedentary individuals and professional endurance athletes (60).

The previously mentioned studies have been undertaken by different authors with different population groups and there are no published works that, at the same time, analyse the influence of intense physical exercise and the influence of continuous physical exercise (training) on levels of apolipoproteins A-I, B and lipoproteins (a), in the same population group.

The beneficial effects of physical exercise also seem to be related to the effect on the inflammatory process. In the short term, intense physical exercise produces a transitory inflammatory response which is reflected in an increase in acute phase reactants and cytokines that is proportional to the amount of exercise and muscle damage. Nevertheless, regular physical activity (training) is associated with a chronic anti-inflammatory response that influences levels of acute phase reactants such as ultra-sensitive CRP and also affects lipids and lipoproteins (61-64). However, Sadepghipour et al. in 2010 found no relationship between CRP and physical activity in schoolchildren (65).

Some factors (BMI, the sex of the subject, the moment when the post-exercise sample is taken, diet, etc.), can have an influence on the values measured of ultra-sensitive CRP in response to physical exercise (62). Another issue that must be taken into account is that many studies that have examined the effects of intense physical exercise on levels of ultra-sensitive CRP have not made a concentration correction in accordance with the changes in plasma volume after exercise (62). Results should be individually corrected according to the post-exercise levels of hemoconcentration or hemodilution (66).

Figure 2.

With regards to homocysteine, studies with large population groups have shown that regular physical exercise can reduce homocysteine plasma levels (47,67,68). However, other studies have concluded that intense physical exercise increases levels of Hcy (69,70). More recent studies, undertaken by our work group (71), demonstrate increased plasma homocysteine levels, both in total and reduced, after intense exercise. This increase is independent of the type of exercise and the vitamin levels but could be related to changes in renal function (71). The mechanism of this effect is not clearly understood though a study on alterations in the redox state of the homocysteine might lead to the comprehension of the underlying process. Furthermore, a study on its relationship with plasma concentrations of NO, ADMA and their proximate metabolites might lead to an understanding of how intense physical exercise produces an increase in levels of homocysteine, as long as regular, moderate physical exercise (training) seems to be a beneficial modulator of homocysteine. Also related to homocysteine, is the proven fact that regular physical exercise produces a series of beneficial effects on oxidative metabolism which result in less oxidative stress and a greater defensive capacity against oxidative damage; this is caused by the increase in activity of endogenous antioxidant systems and the greater resistance of the LDL particles to oxidation (71,72). All this signifies a reduction in oxidised LDL levels and systematic markers of inflammation, as explained by Arquer et al., in 2010 (72).

In spite of the fact that the role of ADMA as a cardiovascular risk marker is reflected in an increasing number of clinical studies and scientific publications, very few studies have looked at the effect of intense or sustained (training) physical exercise on ADMA plasma levels, with contradictory results. While Schlager et al., in 2011, found that supervised exercise training, twice a week during six months, in peripheral arterial disease patients decreases ADMA (73), Seljeflot et al., in 2011, observed no effect of 4 weeks of exercise training in ADMA concentration in patients with chronic heart failure, speculating that the duration of the exercise protocol could be insufficient to find any effects of exercise into significant changes in ADMA (74).

It is therefore recommended that studies should be undertaken on the effect of intense and sustained (training) physical exercise on emergent cardiovascular risk factors, especially on homocysteine and ADMA.

5. Conflict of interests

The authors have no conflicts of interest


This work has been made possible by the support of the Ministry of Science and Innovation, Carlos III Institute of Health, F.I.S. (PI020665)

© 2012 The Author(s). Licensee IntechOpen. This chapter is distributed under the terms of the Creative Commons Attribution 3.0 License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

How to cite and reference

Link to this chapter Copy to clipboard

Cite this chapter Copy to clipboard

Nicolás Terrados and Eduardo Iglesias-Gutiérrez (March 14th 2012). New Cardiovascular Risk Factors and Physical Activity, Cardiovascular Risk Factors, Armen Yuri Gasparyan, IntechOpen, DOI: 10.5772/31653. Available from:

chapter statistics

1563total chapter downloads

More statistics for editors and authors

Login to your personal dashboard for more detailed statistics on your publications.

Access personal reporting

Related Content

This Book

Next chapter

Dietary Supplements and Cardiovascular Disease: What is the Evidence and What Should We Recommend?

By Satoshi Kashiwagi and Paul L. Huang

Related Book

First chapter

Classification and Definitions of Cardiomyopathies

By Bhulan Kumar Singh, Krishna Kolappa Pillai, Kanchan Kohli and Syed Ehtaishamul Haque

We are IntechOpen, the world's leading publisher of Open Access books. Built by scientists, for scientists. Our readership spans scientists, professors, researchers, librarians, and students, as well as business professionals. We share our knowledge and peer-reveiwed research papers with libraries, scientific and engineering societies, and also work with corporate R&D departments and government entities.

More About Us