Study Results
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Basic Information
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ACTIVE_NOT_RECRUITING
4184 participants
OBSERVATIONAL
2010-06-14
2030-06-30
Brief Summary
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Detailed Description
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1. The ability to predict risk from current equations is very limited because other genetic or environmental factors that may influence the course of disease are still unknown.
2. The ability for early prediction of cardiovascular risk from current equations is even more limited in individuals under 55 years of age.
3. Atherosclerotic disease is diagnosed too late, usually when the condition is very advanced and lesions are already irreversible, or when it has caused clinical signs or events in organs or territories vascularized by the diseased arteries. Clinical procedures currently used for detection of myocardial ischemia are however poorly sensitive and specific in the asymptomatic general population.
Technological advances made in the past decade in both laboratory tests and medical imaging have opened up new expectations for detection and treatment of atherosclerotic disease. Current research is focused on two aspects:
1. To improve the ability to predict the disease by incorporating risk factors obtained from the laboratory such as C-reactive protein, homocysteine, fibrinogen, myeloperoxidase, or lipoprotein-associated phospholipase A2. At the same time, development of genetics and the new so-called "omics" techniques allows for exploring the genetic variability of individuals and its contribution to development of the disease and its complications. Such technologies include genomics, epigenetics, transcriptomics, proteomics, and metabolomics.
2. To detect the disease at an early stage using the advanced imaging techniques, which may be used with no or minimal risks in large population groups. Use of magnetic resonance imaging (MRI) with and without contrast, computed tomography (CT), and positron emission tomography (PET) allows not only for identifying subclinical lesions, but also for studying the mechanisms of disease and for monitoring its course.
Very few population studies making combined use of some of these procedures are available. The actual potential of this approach and the impact it may have on early diagnosis of subclinical atherosclerosis, its progression, and its relationship to risk factors have not been assessed to date.
Conditions
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Study Design
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COHORT
PROSPECTIVE
Eligibility Criteria
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Inclusion Criteria
* Age between 40-54 years.
Exclusion Criteria
* Angina pectoris
* Stroke, either transient or with sequelae
* Peripheral vascular disease
* Prior angioplasty or heart surgery
* Atrial fibrillation
* Other heart diseases
Subjects with the following conditions will also be excluded:
* Pregnancy
* Active treatment for any cancer
* Morbid obesity (BMI ≥40)
* Renal failure with creatinine clearance \<60 mL/min, as estimated by the Cockcroft and Gault formula
* Any disease that decreases life expectation to ≤6 years
* Pacemaker, implantable automatic defibrillator, or any implanted device that contraindicates MRI
* A chest CT in the previous year
40 Years
54 Years
ALL
Yes
Sponsors
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Grupo Santander
UNKNOWN
Fundación Centro Nacional de Investigaciones Cardiovasculares Carlos III
OTHER
Responsible Party
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Principal Investigators
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Valentín Fuster, PhD
Role: PRINCIPAL_INVESTIGATOR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Antonio I Fernández Ortiz, PhD
Role: STUDY_DIRECTOR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Borja Ibañez, PhD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Ginés Sanz, PhD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Jose María Ordovás, PhD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Luis Jesús Jiménez Borreguero, MD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Jose Luis Peñalvo, PhD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Martín Laclaustra, PhD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Ana Dopazo, PhD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Leticia Fernández Friera, PhD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Agustin Mocoroa, MD
Role: STUDY_CHAIR
Banco Santander
Beatriz Lopez Melgar, MD
Role: STUDY_CHAIR
Centro Nacional de Investigaciones Cardiovasculares Carlos III
Locations
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Ciudad Financiera del Grupo Santander
Boadilla del Monte, Madrid, Spain
Countries
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References
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Fernandez-Ortiz A, Jimenez-Borreguero LJ, Penalvo JL, Ordovas JM, Mocoroa A, Fernandez-Friera L, Laclaustra M, Garcia L, Molina J, Mendiguren JM, Lopez-Melgar B, de Vega VM, Alonso-Farto JC, Guallar E, Sillesen H, Rudd JH, Fayad ZA, Ibanez B, Sanz G, Fuster V. The Progression and Early detection of Subclinical Atherosclerosis (PESA) study: rationale and design. Am Heart J. 2013 Dec;166(6):990-8. doi: 10.1016/j.ahj.2013.08.024. Epub 2013 Oct 10.
Fernandez-Friera L, Ibanez B, Fuster V. Imaging subclinical atherosclerosis: is it ready for prime time? A review. J Cardiovasc Transl Res. 2014 Oct;7(7):623-34. doi: 10.1007/s12265-014-9582-4. Epub 2014 Aug 14.
Fernandez-Friera L, Penalvo JL, Fernandez-Ortiz A, Ibanez B, Lopez-Melgar B, Laclaustra M, Oliva B, Mocoroa A, Mendiguren J, Martinez de Vega V, Garcia L, Molina J, Sanchez-Gonzalez J, Guzman G, Alonso-Farto JC, Guallar E, Civeira F, Sillesen H, Pocock S, Ordovas JM, Sanz G, Jimenez-Borreguero LJ, Fuster V. Prevalence, Vascular Distribution, and Multiterritorial Extent of Subclinical Atherosclerosis in a Middle-Aged Cohort: The PESA (Progression of Early Subclinical Atherosclerosis) Study. Circulation. 2015 Jun 16;131(24):2104-13. doi: 10.1161/CIRCULATIONAHA.114.014310. Epub 2015 Apr 16.
Fernandez-Alvira JM, Fuster V, Dorado B, Soberon N, Flores I, Gallardo M, Pocock S, Blasco MA, Andres V. Short Telomere Load, Telomere Length, and Subclinical Atherosclerosis: The PESA Study. J Am Coll Cardiol. 2016 May 31;67(21):2467-76. doi: 10.1016/j.jacc.2016.03.530.
Lopez-Melgar B, Fernandez-Friera L, Sanchez-Gonzalez J, Vilchez JP, Cecconi A, Mateo J, Penalvo JL, Oliva B, Garcia-Ruiz JM, Kauffman S, Jimenez-Borreguero LJ, Ruiz-Cabello J, Fernandez-Ortiz A, Ibanez B, Fuster V. Accurate quantification of atherosclerotic plaque volume by 3D vascular ultrasound using the volumetric linear array method. Atherosclerosis. 2016 May;248:230-7. doi: 10.1016/j.atherosclerosis.2016.03.002. Epub 2016 Mar 15.
Penalvo JL, Fernandez-Friera L, Lopez-Melgar B, Uzhova I, Oliva B, Fernandez-Alvira JM, Laclaustra M, Pocock S, Mocoroa A, Mendiguren JM, Sanz G, Guallar E, Bansilal S, Vedanthan R, Jimenez-Borreguero LJ, Ibanez B, Ordovas JM, Fernandez-Ortiz A, Bueno H, Fuster V. Association Between a Social-Business Eating Pattern and Early Asymptomatic Atherosclerosis. J Am Coll Cardiol. 2016 Aug 23;68(8):805-14. doi: 10.1016/j.jacc.2016.05.080.
Hurtado-Roca Y, Bueno H, Fernandez-Ortiz A, Ordovas JM, Ibanez B, Fuster V, Rodriguez-Artalejo F, Laclaustra M. Oxidized LDL Is Associated With Metabolic Syndrome Traits Independently of Central Obesity and Insulin Resistance. Diabetes. 2017 Feb;66(2):474-482. doi: 10.2337/db16-0933. Epub 2016 Dec 19.
Coffeng JK, van der Ploeg HP, Castellano JM, Fernandez-Alvira JM, Ibanez B, Garcia-Lunar I, van der Beek AJ, Fernandez-Ortiz A, Mocoroa A, Garcia-Leal L, Cardenas E, Rojas C, Martinez-Castro MI, Santiago-Sacristan S, Fernandez-Gallardo M, Mendiguren JM, Bansilal S, van Mechelen W, Fuster V. A 30-month worksite-based lifestyle program to promote cardiovascular health in middle-aged bank employees: Design of the TANSNIP-PESA randomized controlled trial. Am Heart J. 2017 Feb;184:121-132. doi: 10.1016/j.ahj.2016.11.002. Epub 2016 Nov 10.
Lopez-Melgar B, Fernandez-Friera L, Oliva B, Garcia-Ruiz JM, Penalvo JL, Gomez-Talavera S, Sanchez-Gonzalez J, Mendiguren JM, Ibanez B, Fernandez-Ortiz A, Sanz J, Fuster V. Subclinical Atherosclerosis Burden by 3D Ultrasound in Mid-Life: The PESA Study. J Am Coll Cardiol. 2017 Jul 18;70(3):301-313. doi: 10.1016/j.jacc.2017.05.033.
Uzhova I, Fuster V, Fernandez-Ortiz A, Ordovas JM, Sanz J, Fernandez-Friera L, Lopez-Melgar B, Mendiguren JM, Ibanez B, Bueno H, Penalvo JL. The Importance of Breakfast in Atherosclerosis Disease: Insights From the PESA Study. J Am Coll Cardiol. 2017 Oct 10;70(15):1833-1842. doi: 10.1016/j.jacc.2017.08.027.
Fernandez-Alvira JM, Fuster V, Pocock S, Sanz J, Fernandez-Friera L, Laclaustra M, Fernandez-Jimenez R, Mendiguren J, Fernandez-Ortiz A, Ibanez B, Bueno H. Predicting Subclinical Atherosclerosis in Low-Risk Individuals: Ideal Cardiovascular Health Score and Fuster-BEWAT Score. J Am Coll Cardiol. 2017 Nov 14;70(20):2463-2473. doi: 10.1016/j.jacc.2017.09.032.
Fernandez-Friera L, Fuster V, Lopez-Melgar B, Oliva B, Garcia-Ruiz JM, Mendiguren J, Bueno H, Pocock S, Ibanez B, Fernandez-Ortiz A, Sanz J. Normal LDL-Cholesterol Levels Are Associated With Subclinical Atherosclerosis in the Absence of Risk Factors. J Am Coll Cardiol. 2017 Dec 19;70(24):2979-2991. doi: 10.1016/j.jacc.2017.10.024.
Dominguez F, Fuster V, Fernandez-Alvira JM, Fernandez-Friera L, Lopez-Melgar B, Blanco-Rojo R, Fernandez-Ortiz A, Garcia-Pavia P, Sanz J, Mendiguren JM, Ibanez B, Bueno H, Lara-Pezzi E, Ordovas JM. Association of Sleep Duration and Quality With Subclinical Atherosclerosis. J Am Coll Cardiol. 2019 Jan 22;73(2):134-144. doi: 10.1016/j.jacc.2018.10.060.
Tsilingiri K, de la Fuente H, Relano M, Sanchez-Diaz R, Rodriguez C, Crespo J, Sanchez-Cabo F, Dopazo A, Alonso-Lebrero JL, Vara A, Vazquez J, Casasnovas JM, Alfonso F, Ibanez B, Fuster V, Martinez-Gonzalez J, Martin P, Sanchez-Madrid F. Oxidized Low-Density Lipoprotein Receptor in Lymphocytes Prevents Atherosclerosis and Predicts Subclinical Disease. Circulation. 2019 Jan 8;139(2):243-255. doi: 10.1161/CIRCULATIONAHA.118.034326.
Fernandez-Friera L, Fuster V, Lopez-Melgar B, Oliva B, Sanchez-Gonzalez J, Macias A, Perez-Asenjo B, Zamudio D, Alonso-Farto JC, Espana S, Mendiguren J, Bueno H, Garcia-Ruiz JM, Ibanez B, Fernandez-Ortiz A, Sanz J. Vascular Inflammation in Subclinical Atherosclerosis Detected by Hybrid PET/MRI. J Am Coll Cardiol. 2019 Apr 2;73(12):1371-1382. doi: 10.1016/j.jacc.2018.12.075.
Redondo-Bravo L, Fernandez-Alvira JM, Gorriz J, Mendiguren JM, Sanz J, Fernandez-Friera L, Garcia-Ruiz JM, Fernandez-Ortiz A, Ibanez B, Bueno H, Fuster V. Does Socioeconomic Status Influence the Risk of Subclinical Atherosclerosis?: A Mediation Model. J Am Coll Cardiol. 2019 Jul 30;74(4):526-535. doi: 10.1016/j.jacc.2019.05.042.
Yin X, Willinger CM, Keefe J, Liu J, Fernandez-Ortiz A, Ibanez B, Penalvo J, Adourian A, Chen G, Corella D, Pamplona R, Portero-Otin M, Jove M, Courchesne P, van Duijn CM, Fuster V, Ordovas JM, Demirkan A, Larson MG, Levy D. Lipidomic profiling identifies signatures of metabolic risk. EBioMedicine. 2020 Jan;51:102520. doi: 10.1016/j.ebiom.2019.10.046. Epub 2019 Dec 24.
de la Chica JA, Gomez-Talavera S, Garcia-Ruiz JM, Garcia-Lunar I, Oliva B, Fernandez-Alvira JM, Lopez-Melgar B, Sanchez-Gonzalez J, de la Pompa JL, Mendiguren JM, Martinez de Vega V, Fernandez-Ortiz A, Sanz J, Fernandez-Friera L, Ibanez B, Fuster V. Association Between Left Ventricular Noncompaction and Vigorous Physical Activity. J Am Coll Cardiol. 2020 Oct 13;76(15):1723-1733. doi: 10.1016/j.jacc.2020.08.030.
Sanchez-Cabo F, Rossello X, Fuster V, Benito F, Manzano JP, Silla JC, Fernandez-Alvira JM, Oliva B, Fernandez-Friera L, Lopez-Melgar B, Mendiguren JM, Sanz J, Ordovas JM, Andres V, Fernandez-Ortiz A, Bueno H, Ibanez B, Garcia-Ruiz JM, Lara-Pezzi E. Machine Learning Improves Cardiovascular Risk Definition for Young, Asymptomatic Individuals. J Am Coll Cardiol. 2020 Oct 6;76(14):1674-1685. doi: 10.1016/j.jacc.2020.08.017.
Rossello X, Fuster V, Oliva B, Sanz J, Fernandez Friera LA, Lopez-Melgar B, Mendiguren JM, Lara-Pezzi E, Bueno H, Fernandez-Ortiz A, Ibanez B, Ordovas JM. Association Between Body Size Phenotypes and Subclinical Atherosclerosis. J Clin Endocrinol Metab. 2020 Dec 1;105(12):3734-44. doi: 10.1210/clinem/dgaa620.
Martinez-Lopez D, Roldan-Montero R, Garcia-Marques F, Nunez E, Jorge I, Camafeita E, Minguez P, Rodriguez de Cordoba S, Lopez-Melgar B, Lara-Pezzi E, Fernandez-Ortiz A, Ibanez B, Valdivielso JM, Fuster V, Michel JB, Blanco-Colio LM, Vazquez J, Martin-Ventura JL. Complement C5 Protein as a Marker of Subclinical Atherosclerosis. J Am Coll Cardiol. 2020 Apr 28;75(16):1926-1941. doi: 10.1016/j.jacc.2020.02.058.
Lopez-Melgar B, Fernandez-Friera L, Oliva B, Garcia-Ruiz JM, Sanchez-Cabo F, Bueno H, Mendiguren JM, Lara-Pezzi E, Andres V, Ibanez B, Fernandez-Ortiz A, Sanz J, Fuster V. Short-Term Progression of Multiterritorial Subclinical Atherosclerosis. J Am Coll Cardiol. 2020 Apr 14;75(14):1617-1627. doi: 10.1016/j.jacc.2020.02.026.
Cortes-Canteli M, Gispert JD, Salvado G, Toribio-Fernandez R, Tristao-Pereira C, Falcon C, Oliva B, Mendiguren J, Fernandez-Friera L, Sanz J, Garcia-Ruiz JM, Fernandez-Ortiz A, Sanchez-Gonzalez J, Ibanez B, Molinuevo JL, Fuster V. Subclinical Atherosclerosis and Brain Metabolism in Middle-Aged Individuals: The PESA Study. J Am Coll Cardiol. 2021 Feb 23;77(7):888-898. doi: 10.1016/j.jacc.2020.12.027.
Tristao-Pereira C, Fuster V, Lopez-Jimenez A, Fernandez-Pena A, Semerano A, Fernandez-Nueda I, Garcia-Lunar I, Ayuso C, Sanchez-Gonzalez J, Ibanez B, Gispert JD, Cortes-Canteli M. Subclinical atherosclerosis and brain health in midlife: Rationale and design of the PESA-Brain study. Am Heart J. 2024 Dec;278:195-207. doi: 10.1016/j.ahj.2024.09.028. Epub 2024 Sep 24.
Devesa A, Fuster V, Garcia-Lunar I, Oliva B, Garcia-Alvarez A, Moreno-Arciniegas A, Vazirani R, Perez-Herreras C, Marina P, Bueno H, Fernandez-Friera L, Fernandez-Ortiz A, Sanchez-Gonzalez J, Ibanez B. Coronary Microvascular Function in Asymptomatic Middle-Aged Individuals With Cardiometabolic Risk Factors. JACC Cardiovasc Imaging. 2025 Jan;18(1):48-58. doi: 10.1016/j.jcmg.2024.08.002. Epub 2024 Sep 11.
Fernandez-Friera L, Garcia-Alvarez A, Oliva B, Garcia-Lunar I, Garcia I, Moreno-Arciniegas A, Gomez-Talavera S, Perez-Herreras C, Sanchez-Gonzalez J, de Vega VM, Rossello X, Bueno H, Fernandez-Ortiz A, Ibanez B, Sanz J, Fuster V. Association between subclinical atherosclerosis burden and unrecognized myocardial infarction detected by cardiac magnetic resonance in middle-aged low-risk adults. Eur Heart J Cardiovasc Imaging. 2024 Jun 28;25(7):968-975. doi: 10.1093/ehjci/jeae044.
Toribio-Fernandez R, Tristao-Pereira C, Carlos Silla-Castro J, Callejas S, Oliva B, Fernandez-Nueda I, Garcia-Lunar I, Perez-Herreras C, Maria Ordovas J, Martin P, Blanco-Kelly F, Ayuso C, Lara-Pezzi E, Fernandez-Ortiz A, Garcia-Alvarez A, Dopazo A, Sanchez-Cabo F, Ibanez B, Cortes-Canteli M, Fuster V. Apolipoprotein E-epsilon2 and Resistance to Atherosclerosis in Midlife: The PESA Observational Study. Circ Res. 2024 Feb 16;134(4):411-424. doi: 10.1161/CIRCRESAHA.123.323921. Epub 2024 Jan 23.
Mendieta G, Pocock S, Mass V, Moreno A, Owen R, Garcia-Lunar I, Lopez-Melgar B, Fuster JJ, Andres V, Perez-Herreras C, Bueno H, Fernandez-Ortiz A, Sanchez-Gonzalez J, Garcia-Alvarez A, Ibanez B, Fuster V. Determinants of Progression and Regression of Subclinical Atherosclerosis Over 6 Years. J Am Coll Cardiol. 2023 Nov 28;82(22):2069-2083. doi: 10.1016/j.jacc.2023.09.814.
Tristao-Pereira C, Fuster V, Oliva B, Moreno-Arciniegas A, Garcia-Lunar I, Perez-Herreras C, Scholl M, Suarez-Calvet M, Moro MA, Garcia-Alvarez A, Fernandez-Ortiz A, Sanchez-Gonzalez J, Zetterberg H, Blennow K, Ibanez B, Gispert JD, Cortes-Canteli M. Longitudinal interplay between subclinical atherosclerosis, cardiovascular risk factors, and cerebral glucose metabolism in midlife: results from the PESA prospective cohort study. Lancet Healthy Longev. 2023 Sep;4(9):e487-e498. doi: 10.1016/S2666-7568(23)00134-4.
Sanchez-Cabo F, Fuster V, Silla-Castro JC, Gonzalez G, Lorenzo-Vivas E, Alvarez R, Callejas S, Benguria A, Gil E, Nunez E, Oliva B, Mendiguren JM, Cortes-Canteli M, Bueno H, Andres V, Ordovas JM, Fernandez-Friera L, Quesada AJ, Garcia JM, Rossello X, Vazquez J, Dopazo A, Fernandez-Ortiz A, Ibanez B, Fuster JJ, Lara-Pezzi E. Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study. Eur Heart J. 2023 Aug 1;44(29):2698-2709. doi: 10.1093/eurheartj/ehad361.
Devesa A, Lobo-Gonzalez M, Martinez-Milla J, Oliva B, Garcia-Lunar I, Mastrangelo A, Espana S, Sanz J, Mendiguren JM, Bueno H, Fuster JJ, Andres V, Fernandez-Ortiz A, Sancho D, Fernandez-Friera L, Sanchez-Gonzalez J, Rossello X, Ibanez B, Fuster V. Bone marrow activation in response to metabolic syndrome and early atherosclerosis. Eur Heart J. 2022 May 14;43(19):1809-1828. doi: 10.1093/eurheartj/ehac102. Epub 2022 Mar 11.
Raposeiras-Roubin S, Rossello X, Oliva B, Fernandez-Friera L, Mendiguren JM, Andres V, Bueno H, Sanz J, Martinez de Vega V, Abu-Assi E, Iniguez A, Fernandez-Ortiz A, Ibanez B, Fuster V. Triglycerides and Residual Atherosclerotic Risk. J Am Coll Cardiol. 2021 Jun 22;77(24):3031-3041. doi: 10.1016/j.jacc.2021.04.059.
Other Identifiers
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PESA CNIC-SANTANDER
Identifier Type: -
Identifier Source: org_study_id
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