An Assessment of the Paediatric Cardiovascular Risk Profile in San Nicola da Crissa, a Village in the Calabria Region (Southern Italy): A Cross-Sectional Study
Abstract
1. Introduction
2. Materials and Methods
Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Virani, S.S.; Alonso, A.; Aparicio, H.J.; Benjamin, E.J.; Bittencourt, M.S.; Callaway, C.W.; Carson, A.P.; Chamberlain, A.M.; Cheng, S.; Delling, F.N.; et al. Heart Disease and Stroke Statistics-2021 Update: A Report From the American Heart Association. Circulation 2021, 143, e254–e743. [Google Scholar] [CrossRef]
- Ference, B.A.; Ginsberg, H.N.; Graham, I.; Ray, K.K.; Packard, C.J.; Bruckert, E.; Hegele, R.A.; Krauss, R.M.; Raal, F.J.; Schunkert, H.; et al. Low-density lipoproteins cause atherosclerotic cardiovascular disease. 1. Evidence from genetic, epidemiologic, and clinical studies. A consensus statement from the European Atherosclerosis Society Consensus Panel. Eur. Heart J. 2017, 38, 2459–2472. [Google Scholar] [CrossRef] [PubMed]
- GBD 2021 Europe Life Expectancy Collaborators. Changing life expectancy in European countries 1990–2021: A subanalysis of causes and risk factors from the Global Burden of Disease Study 2021. Lancet Public Health 2025, 10, e172–e188. [CrossRef]
- Berenson, G.S.; Srinivasan, S.R.; Bao, W.; Newman, W.P., 3rd; Tracy, R.E.; Wattigney, W.A. Association between multiple cardiovascular risk factors and atherosclerosis in children and young adults. The Bogalusa Heart Study. N. Engl. J. Med. 1998, 338, 1650–1656. [Google Scholar] [CrossRef] [PubMed]
- Schipper, H.S.; de Ferranti, S. Atherosclerotic Cardiovascular Risk as an Emerging Priority in Pediatrics. Pediatrics 2022, 150, e2022057956. [Google Scholar] [CrossRef]
- Hong, Y.M. Atherosclerotic cardiovascular disease beginning in childhood. Korean Circ. J. 2010, 40, 1–9. [Google Scholar] [CrossRef]
- Jacobs, D.R., Jr.; Woo, J.G.; Sinaiko, A.R.; Daniels, S.R.; Ikonen, J.; Juonala, M.; Kartiosuo, N.; Lehtimäki, T.; Magnussen, C.G.; Viikari, J.S.A.; et al. Childhood Cardiovascular Risk Factors and Adult Cardiovascular Events. N. Engl. J. Med. 2022, 386, 1877–1888. [Google Scholar] [CrossRef]
- Wang, M.; Zhou, M.; Feng, Z. Childhood Risk Factors and Adult Cardiovascular Events. N. Engl. J. Med. 2022, 387, 472–473. [Google Scholar]
- Martino, F.; Pignatelli, P.; Martino, E.; Morrone, F.; Carnevale, R.; Di Santo, S.; Buchetti, B.; Loffredo, L.; Violi, F. Early increase of oxidative stress and soluble CD40L in children with hypercholesterolemia. J. Am. Coll. Cardiol. 2007, 49, 1974–1981. [Google Scholar] [CrossRef]
- Pignatelli, P.; Loffredo, L.; Martino, F.; Catasca, E.; Carnevale, R.; Zanoni, C.; Del Ben, M.; Antonini, R.; Basili, S.; Violi, F. Myeloperoxidase overexpression in children with hypercholesterolemia. Atherosclerosis 2009, 205, 239–243. [Google Scholar] [CrossRef] [PubMed]
- Loffredo, L.; Martino, F.; Carnevale, R.; Pignatelli, P.; Catasca, E.; Perri, L.; Calabrese, C.M.; Palumbo, M.M.; Baratta, F.; Del Ben, M.; et al. Obesity and hypercholesterolemia are associated with NOX2 generated oxidative stress and arterial dysfunction. J. Pediatr. 2012, 161, 1004–1009. [Google Scholar] [CrossRef]
- Martino, F.; Niglio, T.; Martino, E.; Barilla’, F.; Guardamagna, O.; Paravati, V.; Bassareo, P.P. Awareness of cholesterol levels in 46,309 Italian children and adolescents unveils the tip of the iceberg. Eur. J. Pediatr. 2024, 183, 4747–4754. [Google Scholar] [CrossRef]
- Berenson, G.S.; Srinivasan, S.R.; Nicklas, T.A. Atherosclerosis: A nutritional disease of childhood. Am. J. Cardiol. 1998, 82, 22T–29T. [Google Scholar] [CrossRef]
- Groner, J.A.; Joshi, M.; Bauer, J.A. Pediatric precursors of adult cardiovascular disease: Noninvasive assessment of early vascular changes in children and adolescents. Pediatrics 2006, 118, 1683–1691. [Google Scholar] [CrossRef]
- Davis, P.H.; Dawson, J.D.; Riley, W.A.; Lauer, R.M. Carotid intimal medial thickness is related to cardiovascular risk factors measured from childhood through middle age: The Muscatine Study. Circulation 2001, 104, 2815–2819. [Google Scholar] [CrossRef] [PubMed]
- Li, S.; Chen, W.; Srinivasan, S.R.; Bond, M.G.; Tang, R.; Urbina, E.M.; Berenson, G.S. Childhood cardiovascular risk factors and carotid vascular changes in adulthood: The Bogalusa Heart Study. JAMA 2003, 290, 2271–2276. [Google Scholar] [CrossRef]
- Dawson, J.D.; Sonka, M.; Blecha, M.B.; Lin, W.; Davis, P.H. Risk factors associated with aortic and carotid intima-media thickness in adolescents and young adults: The Muscatine Offspring Study. J. Am. Coll. Cardiol. 2009, 53, 2273–2279. [Google Scholar] [CrossRef]
- Martino, F.; Loffredo, L.; Carnevale, R.; Sanguigni, V.; Martino, E.; Catasca, E.; Zanoni, C.; Pignatelli, P.; Violi, F. Oxidative stress is associated with arterial dysfunction and enhanced intima-media thickness in children with hypercholesterolemia: The potential role of nicotinamide-adenine dinucleotide phosphate oxidase. Pediatrics 2008, 122, e648–e655. [Google Scholar] [CrossRef] [PubMed]
- Genovesi, S.; Volpe, R.; Agnoletti, D.; Bellone, S.; Bona, G.; Casula, M.; Gentile, L.; Saladini, F.; Agostiniani, R.; Virdis, A.; et al. Cardiovascular Prevention in Children, Adolescents, and Young Adults. A Call-to-Action of the Italian Societies of Pediatrics (SIP), Hypertension (SIIA), Study of Atherosclerosis (SISA), and Cardiovascular Prevention (SIPREC). High Blood Press. Cardiovasc. Prev. 2026, 33, 133–151. [Google Scholar] [CrossRef]
- Juonala, M.; Magnussen, C.G.; Berenson, G.S.; Venn, A.; Burns, T.L.; Sabin, M.A.; Srinivasan, S.R.; Daniels, S.R.; Davis, P.H.; Chen, W.; et al. Childhood adiposity, adult adiposity, and cardiovascular risk factors. N. Engl. J. Med. 2011, 365, 1876–1885. [Google Scholar] [CrossRef]
- Porras-Pérez, E.; Romero-Cabrera, J.L.; Díaz-Cáceres, A.; Serrán-Jiménez, A.; Arenas-Montes, J.; Peña-Orihuela, P.J.; De-Castro-Burón, I.; García-Ríos, A.; Torres-Peña, J.D.; Malagón, M.M.; et al. Food Insecurity and Its Cardiovascular Implications in Underresourced Communities. J. Am. Heart Assoc. 2025, 14, e037457. [Google Scholar] [CrossRef]
- Lloyd-Jones, D.M.; Allen, N.B.; Anderson, C.A.M.; Black, T.; Brewer, L.C.; Foraker, R.E.; Grandner, M.A.; Lavretsky, H.; Perak, A.M.; Sharma, G.; et al. Life’s Essential 8: Updating and Enhancing the American Heart Association’s Construct of Cardiovascular Health: A Presidential Advisory from the American Heart Association. Circulation 2022, 146, e18–e43. [Google Scholar] [CrossRef]
- Martino, F.; Bassareo, P.P.; Martino, E.; Romeo, F.; Calcaterra, G.; Perrone Filardi, P.; Indolfi, C.; Nodari, S.; Montemurro, V.; Guccione, P.; et al. Cardiovascular prevention in childhood: A consensus document of the Italian Society of Cardiology Working Group on Congenital Heart Disease and Cardiovascular Prevention in Paediatric Age. J. Cardiovasc. Med. 2023, 24, 492–505. [Google Scholar] [CrossRef] [PubMed]
- Raitakari, O.T.; Juonala, M.; Kähönen, M.; Taittonen, L.; Laitinen, T.; Mäki-Torkko, N.; Järvisalo, M.J.; Uhari, M.; Jokinen, E.; Rönnemaa, T.; et al. Cardiovascular risk factors in childhood and carotid artery intima-media thickness in adulthood: The Cardiovascular Risk in Young Finns Study. JAMA 2003, 290, 2277–2283. [Google Scholar] [CrossRef] [PubMed]
- Magnusson, M.; Burri, P.; Melander, O. A clinically confirmed family history for early myocardial infarction is associated with increased risk of obesity, insulin resistance and metabolic syndrome. J. Hypertens. 2012, 30, 948–953. [Google Scholar] [CrossRef] [PubMed]
- Rallidis, L.S.; Papageorgakis, N.H.; Megalou, A.A.; Exadactylos, N.J.; Tsitouris, G.K.; Papasteriadis, E.G. High incidence of dyslipidaemia in the offspring of Greek men with premature coronary artery disease. Eur. Heart J. 1998, 19, 395–401. [Google Scholar] [CrossRef][Green Version]
- De Blas-Zapata, A.; Sastre-Albiach, J.M.; Baixauli-López, L.; López-Ruiz, R.; Alvarez-Pitti, J. Emerging cardiovascular risk factors in childhood and adolescence: A narrative review. Eur. J. Pediatr. 2025, 184, 298. [Google Scholar] [CrossRef]
- Loffredo, L.; Martino, F.; Zicari, A.M.; Carnevale, R.; Battaglia, S.; Martino, E.; Cammisotto, V.; Peruzzi, M.; De Castro, G.; Duse, M.; et al. Enhanced NOX-2 derived oxidative stress in offspring of patients with early myocardial infarction. Int. J. Cardiol. 2019, 293, 56–59. [Google Scholar] [CrossRef]
- Bari, V.; Cairo, B.; Gelpi, F.; Fancoli, F.; Curcio, N.; Matrone, G.; Righini, P.; Nano, G.; Porta, A.; Mazzaccaro, D. Joint Analysis of Cardiovascular Control and Shear Wave Elastography to Determine Carotid Plaque Vulnerability. J. Clin. Med. 2025, 14, 648. [Google Scholar] [CrossRef]
- Gaarder, M.; Seierstad, T. Measurements of carotid intima media thickness in non-invasive high-frequency ultrasound images: The effect of dynamic range setting. Cardiovasc. Ultrasound 2015, 13, 5. [Google Scholar] [CrossRef]
- Fagnani, C.; Meneghetti, G.; Baracchini, C.; Tarnoki, A.D.; Tarnoki, D.L.; Schillaci, G. Genetic and environmental components of carotid artery elasticity: An Italian twin study. Eur. J. Intern. Med. 2013, 24, e53–e54. [Google Scholar] [CrossRef]
- Lee, C.J.; Park, S. The role of carotid ultrasound for cardiovascular risk stratification beyond traditional risk factors. Yonsei Med. J. 2014, 55, 551–557. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Pewowaruk, R.; Korcarz, C.; De Boer, I.; Kestenbaum, B.; Heckbert, S.R.; Tedla, Y.G.; Gepner, A.D. Carotid Artery Stiffness Mechanisms Are Associated With End Organ Damage and All-Cause Mortality: MESA (Multi-Ethnic Study of Atherosclerosis). J. Am. Heart Assoc. 2023, 12, e027517. [Google Scholar] [CrossRef] [PubMed]
- Weberruß, H.; Pirzer, R.; Böhm, B.; Elmenhorst, J.; Pozza, R.D.; Netz, H.; Oberhoffer, R. Increased intima-media thickness is not associated with stiffer arteries in children. Atherosclerosis 2015, 242, 48–55. [Google Scholar] [CrossRef]
- Drole Torkar, A.; Plesnik, E.; Groselj, U.; Battelino, T.; Kotnik, P. Carotid Intima-Media Thickness in Healthy Children and Adolescents: Normative Data and Systematic Literature Review. Front. Cardiovasc. Med. 2020, 7, 597768. [Google Scholar] [CrossRef]
- Berry, J.D.; Liu, K.; Folsom, A.R.; Lewis, C.E.; Carr, J.J.; Polak, J.F.; Shea, S.; Sidney, S.; O’Leary, D.H.; Chan, C.; et al. Prevalence and progression of subclinical atherosclerosis in younger adults with low short-term but high lifetime estimated risk for cardiovascular disease. Circulation 2009, 119, 382–389. [Google Scholar] [CrossRef]
- Pozza, R.D.; Ehringer-Schetitska, D.; Fritsch, P.; Jokinen, E.; Petropoulos, A.; Oberhoffer, R. Intima media thickness measurement in children: A statement from the Association for European Paediatric Cardiology (AEPC) Working Group on Cardiovascular Prevention endorsed by the Association for European Paediatric Cardiology. Atherosclerosis 2015, 238, 380–387. [Google Scholar] [CrossRef]
- Eikendal, A.L.; Groenewegen, K.A.; Bots, M.L.; Peters, S.A.; Uiterwaal, C.S.; den Ruijter, H.M. Relation between adolescent cardiovascular risk factors and carotid intima-media echogenicity in healthy young adults: The atherosclerosis risk in young adults (ARYA) study. J. Am. Heart Assoc. 2016, 5, e002941. [Google Scholar] [CrossRef]
- Acevedo, M.; Krämer, V.; Tagle, R.; Arnaiz, P.; Corbalán, R.; Berríos, X.; Navarrete, C. Cardiovascular risk factors among young subjects with high carotid intima media thickness. Rev. Med. Chil. 2011, 139, 1322–1329. [Google Scholar] [CrossRef] [PubMed]
- Morelli, M.; Tognola, C.; Garofani, I.; Le Van, M.; Tacchetto, A.; Bellomare, M.; Algeri, M.; Shkodra, A.; Giannattasio, C.; Maloberti, A. Association Between Carotid Intima-Media Thickness and Novel Lipid Parameters in Hypertensive Patients. High Blood Press. Cardiovasc. Prev. 2025, 32, 335–341. [Google Scholar] [CrossRef]
- Liu, R.S.; Dunn, S.; Grobler, A.C.; Lange, K.; Becker, D.; Goldsmith, G.; Carlin, J.B.; Juonala, M.; Wake, M.; Burgner, D.P. Carotid artery intima-media thickness, distensibility and elasticity: Population epidemiology and concordance in Australian children aged 11–12 years old and their parents. BMJ Open 2019, 9, 23–33. [Google Scholar] [CrossRef]

| Probands Parents | ||
|---|---|---|
| Age (years) | 9.0 ± 2.8 | 44.0 ± 8.2 |
| Systolic BP (mmHg) | 101.5 ± 16 | 112 ± 13 |
| Diastolic BP (mmHg) | 74.5 ± 10.5 | 77 ± 7 |
| Total cholesterol (mg/dL) | 146.5 ± 31.5 | 206 ± 29 |
| LDL cholesterol (mg/dL) | 86.5 ± 24.5 | 125 ± 28 |
| HDL cholesterol (mg/dL) | 45.5 ± 8.5 | 46 ± 14 |
| Triglycerides (mg/dL) | 76 ± 32.5 | 171 ± 116 |
| Probands Parents | ||
|---|---|---|
| IMT (mm) | 0.46 ± 0.12 | 0.61 ± 0.12 |
| Alpha index | 2.53 ± 1.74 | 3.88 ± 2.10 * |
| Beta index | 5.15 ± 3.43 | 7.77 ± 4.09 |
| Distensibility coefficient | 390 ± 242 | 248 ± 143 |
| Compliance coefficient | 1.46 ± 0.77 | 0.98 ± 0.49 |
| Pulse wave velocity | 4.38 ± 1.87 | 5.68 ± 1.44 |
| Systolic Blood Pressure (mmHg) | Diastolic Blood Pressure (mmHg) | Heart Rate (bpm) | |
|---|---|---|---|
| Probands (IMT > 0.50 mm) | 103 ± 18 | 75 ± 11 * | 86 ± 12 |
| Probands (IMT ≤ 0.50 mm) | 100 ± 14 | 73 ± 10 * | 89 ± 11 |
| Parents | 112 ± 13 | 77 ± 7 | 73 ± 10 |
| Total Cholesterol (mg/dL) | LDL Cholesterol (mg/dL) | HDL Cholesterol (mg/dL) | Triglycerides (mg/dL) | |
|---|---|---|---|---|
| Probands (IMT > 0.50 mm) | 145 ± 24 | 84 ± 17 | 48 ± 10 | 68 ± 27 |
| Probands (IMT ≤ 0.50 mm) | 148 ± 39 | 89 ± 32 | 43 ± 7 | 84 ± 38 |
| Parents | 206 ± 29 * | 125 ± 28 * | 46 ± 14 * | 171 ± 116 * |
| Systolic Blood Pressure (mmHg) | Diastolic Blood Pressure (mmHg) | Heart Rate (bpm) | |
|---|---|---|---|
| Probands (IMT > 0.5 mm) | 103 ± 18 | 75 ± 11 | 86 ± 12 |
| Parents with children with IMT > 0.5 mm | 125 ± 13 | 79 ± 9 | 75 ± 10 |
| Probands (IMT < 0.5 mm) | 100 ± 14 | 69 ± 11 | 89 ± 13 |
| Parents with children with IMT < 0.5 mm | 114 ± 15 | 75 ± 10 | 75 ± 6 |
| Total Cholesterol (mg/dL) | LDL Cholesterol (mg/dL) | HDL Cholesterol (mg/dL) | Triglycerides (mg/dL) | |
|---|---|---|---|---|
| Probands (IMT > 0.5 mm) | 145 ± 24 | 84 ± 17 | 48 ± 10 | 68 ± 27 |
| Parents with children with IMT > 0.5 mm | 201 ± 29 * | 123 ± 24 * | 48 ± 14 * | 149 ± 91 * |
| Probands (IMT < 0.5 mm) | 140 ± 21 | 78 ± 16 | 47 ± 8 | 66 ± 23 |
| Parents with children with IMT < 0.5 mm | 181 ± 41 * | 111 ± 42 * | 47 ± 10 * | 112 ± 80 * |
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Martino, F.; Sciacqua, A.; Niglio, T.; Barillà, F.; Martino, E.; Perrone, M.A.; Bassareo, P.P. An Assessment of the Paediatric Cardiovascular Risk Profile in San Nicola da Crissa, a Village in the Calabria Region (Southern Italy): A Cross-Sectional Study. J. Cardiovasc. Dev. Dis. 2026, 13, 207. https://doi.org/10.3390/jcdd13050207
Martino F, Sciacqua A, Niglio T, Barillà F, Martino E, Perrone MA, Bassareo PP. An Assessment of the Paediatric Cardiovascular Risk Profile in San Nicola da Crissa, a Village in the Calabria Region (Southern Italy): A Cross-Sectional Study. Journal of Cardiovascular Development and Disease. 2026; 13(5):207. https://doi.org/10.3390/jcdd13050207
Chicago/Turabian StyleMartino, Francesco, Angela Sciacqua, Tarcisio Niglio, Francesco Barillà, Eliana Martino, Marco Alfonso Perrone, and Pier Paolo Bassareo. 2026. "An Assessment of the Paediatric Cardiovascular Risk Profile in San Nicola da Crissa, a Village in the Calabria Region (Southern Italy): A Cross-Sectional Study" Journal of Cardiovascular Development and Disease 13, no. 5: 207. https://doi.org/10.3390/jcdd13050207
APA StyleMartino, F., Sciacqua, A., Niglio, T., Barillà, F., Martino, E., Perrone, M. A., & Bassareo, P. P. (2026). An Assessment of the Paediatric Cardiovascular Risk Profile in San Nicola da Crissa, a Village in the Calabria Region (Southern Italy): A Cross-Sectional Study. Journal of Cardiovascular Development and Disease, 13(5), 207. https://doi.org/10.3390/jcdd13050207

