Abstract
Overweight and obesity are well-known independent risk factors for stroke in the general population although uncertain in the case of the elderly, according to the obesity paradox. Little is known about underlying mechanisms. Our study aims to assess whether there is a relationship between excess body weight (measured as waist circumference) and poor cerebral hemodynamics (measured by transcranial Doppler parameters: basal, mean flow velocity (MFV), and dynamic, cerebrovascular reserve (CvR) in the right middle cerebral artery (RMCA)). A possible underlying molecular mechanism was analyzed via plasma leptin, adiponectin, TNF-α, IL-6, VCAM, and CRP levels. One hundred sixty-five subjects were included. Bivariate and multivariate regression showed a linear correlation between waist circumference and hemodynamics in RMCA, with clear gender effects: MFV (global NS, men β − 0.26 p < 0.01; women NS), CvR (global: β − 0.15 p < 0.01; men: β − 0.29 p < 0.01, women: β − 0.19 p < 0.09). For subjects above 65 years, there is no significant relationship between AbP and cerebral hemodynamics. In multivariate regression models, only leptin correlated independently with MFV in RMCA (β 7.24, p < 0.01) and CvR (β − 0.30, p < 0.01). In both cases, waist circumference remains significantly related to both parameters. There is an inverse linear correlation between excess body weight and cerebral hemodynamics, independent of other vascular risk factors and clearly influenced by gender. This relation disappears in the elderly population. Leptin might play a role in this relationship. Nevertheless, there must be another associated mechanism, not identified in this study.
Similar content being viewed by others
References
GBD 2015 Obesity Collaborators A, Afshin A, Forouzanfar MH, et al. Health effects of overweight and obesity in 195 countries over 25 years. N Engl J Med. 2017;377:13–27. https://doi.org/10.1056/NEJMoa1614362.
Guh DP, Zhang W, Bansback N, et al. The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis. BMC Public Health. 2009;9:88. https://doi.org/10.1186/1471-2458-9-88.
WHO | 10 facts on obesity. https://www.who.int/features/factfiles/obesity/en/
Hubert HB, Feinleib M, McNamara PM, Castelli WP. Obesity as an independent risk factor for cardiovascular disease: a 26- year follow-up of participants in the Framingham Heart Study. Circulation. 1983;67(5):968–77. https://doi.org/10.1161/01.CIR.67.5.968.
Rexrode KM. Abdominal adiposity and coronary heart disease in women. JAMA J Am Med Assoc. 1998;280:1843–8. https://doi.org/10.1001/jama.280.21.1843.
Bosello O, Vanzo A. Obesity paradox and aging. Eat Weight Disord. 2019. https://doi.org/10.1007/s40519-019-00815-4.
Chang VW, Langa KM, Weir D, Iwashyna TJ. The obesity paradox and incident cardiovascular disease: a population-based study. PLoS One. 2017;12:e0188636. https://doi.org/10.1371/journal.pone.0188636.
Atkins JL, Whincup PH, Morris RW, Lennon LT, Papacosta O, Wannamethee SG. Sarcopenic obesity and risk of cardiovascular disease and mortality: a population-based cohort study of older men. J Am Geriatr Soc. 2014;62(2):253–60. https://doi.org/10.1111/JGS.12652.
Sanada K, Chen R, Willcox B, et al. Association of sarcopenic obesity predicted by anthropometric measurements and 24-y all-cause mortality in elderly men: the Kuakini Honolulu Heart Program. Nutrition. 2018;46:97–102. https://doi.org/10.1016/J.NUT.2017.09.003.
Batsis JA, Mackenzie TA, Barre LK, Lopez-Jimenez F, Bartels SJ. Sarcopenia, sarcopenic obesity and mortality in older adults: results from the National Health and Nutrition Examination Survey III. Eur J Clin Nutr. 2014;68(9):1001–7. https://doi.org/10.1038/EJCN.2014.117.
Berrington de Gonzalez A, Hartge P, Cerhan JR, et al. Body-mass index and mortality among 1.46 million white adults. N Engl J Med. 2010;363:2211–9. https://doi.org/10.1056/NEJMoa1000367.
Pischon T, Boeing H, Hoffmann K, et al. General and abdominal adiposity and risk of death in Europe. N Engl J Med. 2008;359:2105–20. https://doi.org/10.1056/NEJMoa0801891.
Strazzullo P, D’Elia L, Cairella G, et al. Excess body weight and incidence of stroke: meta-analysis of prospective studies with 2 million participants. Stroke. 2010;41(5):e418–26. https://doi.org/10.1161/STROKEAHA.109.576967.
Kalil GZ, Haynes WG. Sympathetic nervous system in obesity-related hypertension: mechanisms and clinical implications. Hypertens Res. 2012;35:4–16. https://doi.org/10.1038/hr.2011.173.
Tripathy D, Mohanty P, Dhindsa S, et al. Elevation of free fatty acids induces inflammation and impairs vascular reactivity in healthy subjects. Diabetes. 2003;52:2882–7.
Bastard J-P, Maachi M, Lagathu C, et al. Recent advances in the relationship between obesity, inflammation, and insulin resistance. Eur Cytokine Netw. 2006;17:4–12.
Beltowski J, Wojcicka G, Gorny D, Marciniak A. The effect of dietary-induced obesity on lipid peroxidation, antioxidant enzymes and total plasma antioxidant capacity. J Physiol Pharmacol. 2000;51:883–96.
Fantuzzi G, Theodore M, Mazzone T. Adipose tissue and atherosclerosis: exploring the connection. Arterioscler Thromb Vasc Biol. 2007;27:996–1003. ATVBAHA.106.131755 [pii]. https://doi.org/10.1161/ATVBAHA.106.131755.
Ruscica M, Baragetti A, Catapano AL, Norata GD. Translating the biology of adipokines in atherosclerosis and cardiovascular diseases: gaps and open questions. Nutr Metab Cardiovasc Dis. 2017;27(5):379–95. https://doi.org/10.1016/J.NUMECD.2016.12.005.
Dorrance AM, Matin N, Pires PW. The effects of obesity on the cerebral vasculature. Curr Vasc Pharmacol. 2014;12:462–72.
Wu F, Beard DA, Frisbee JC. Computational analyses of intravascular tracer washout reveal altered capillary-level flow distributions in obese Zucker rats. J Physiol. 2011;589:4527–43. https://doi.org/10.1113/jphysiol.2011.209775.
Selim M, Jones R, Novak P, et al. The effects of body mass index on cerebral blood flow velocity. Clin Auton Res. 2008;18:331–8. https://doi.org/10.1007/s10286-008-0490-z.
Willeumier KC, Taylor DV, Amen DG, et al. Elevated BMI is associated with decreased blood flow in the prefrontal cortex using SPECT imaging in healthy adults. Obesity (Silver Spring). 2011;19:1095–7. https://doi.org/10.1038/oby.2011.16.
Ringelstein EB, Sievers C, Ecker S, et al. Noninvasive assessment of CO2-induced cerebral vasomotor response in normal individuals and patients with internal carotid artery occlusions. Stroke. 1998;19:963–9.
Jiménez-Caballero PE, Segura T, Jimńez-Caballero PE, T. S. Valores de normalidad de la reactividad vasomotora cerebral mediante el test de apnea voluntaria. Rev Neurol. 2006;43:598–602.
Whitlock G, Lewington S, Sherliker P, et al. Body-mass index and cause-specific mortality in 900 000 adults: collaborative analyses of 57 prospective studies. Lancet. 2009;373:1083–96. S0140–6736(09)60318–4 [pii]. https://doi.org/10.1016/S0140-6736(09)60318-4.
Kurth T, Gaziano JM, Berger K, et al. Body mass index and the risk of stroke in men. Arch Intern Med. 2002;162:2557–62. https://doi.org/10.1001/archinte.162.22.2557.
Suk S-HH, Sacco RL, Boden-Albala B, et al. Abdominal obesity and risk of ischemic stroke: the Northern Manhattan Stroke Study. Stroke. 2003;34:1586–92. 01.STR.0000075294.98582.2F [pii]. https://doi.org/10.1161/01.STR.0000075294.98582.2F.
Hu G, Tuomilehto J, Silventoinen K, et al. Body mass index, waist circumference, and waist-hip ratio on the risk of total and type-specific stroke. Arch Intern Med. 2007;167:1420–7. 167/13/1420 [pii]. https://doi.org/10.1001/archinte.167.13.1420.
Pires A, Castela E, Sena C, Seiça R. Obesity: paradigm of endothelial dysfunction in paediatric age groups. Acta Medica Port. 2015;28:233–9.
Paulson OB, Strandgaard S, Edvinsson L. Cerebral autoregulation. Cerebrovasc Brain Metab Rev. 1990;2:161–92.
Osmond JM, D. MJ, Brian D, et al. Obesity increases blood pressure, cerebral vascular remodeling, and severity of stroke in the Zucker rat. Hypertension. 2009;53:381–6. https://doi.org/10.1161/HYPERTENSIONAHA.108.124149.
Deutsch C, Portik-Dobos V, Smith AD, et al. Diet-induced obesity causes cerebral vessel remodeling and increases the damage caused by ischemic stroke. Microvasc Res. 2009;78:100–6. https://doi.org/10.1016/j.mvr.2009.04.004.
Weisbrod RM, Shiang T, Al Sayah L, et al. Arterial stiffening precedes systolic hypertension in diet-induced obesity. Hypertension. 2013;62:1105–10. https://doi.org/10.1161/hypertensionaha.113.01744.
Ciccone M, Vettor R, Pannacciulli N, et al. Plasma leptin is independently associated with the intima-media thickness of the common carotid artery. Int J Obes Relat Metab Disord. 2001;25:805–10. https://doi.org/10.1038/sj.ijo.0801623.
Molica F, Morel S, Kwak BR, et al. Adipokines at the crossroad between obesity and cardiovascular disease. Thromb Haemost. 2015;113:553–66. https://doi.org/10.1160/th14-06-0513.
Festa A, D’Agostino RJ, Williams K, et al. The relation of body fat mass and distribution to markers of chronic inflammation. Int J Obes Relat Metab Disord. 2001;25:1407–15. https://doi.org/10.1038/sj.ijo.0801792.
Chudek J, Wiecek A. Adipose tissue, inflammation and endothelial dysfunction. Pharmacol Rep. 2006;58(Suppl):81–8.
Rajsheker S, David M, Al B, et al. Crosstalk between perivascular adipose tissue and blood vessels. Curr Opin. 2010;10:191–6. https://doi.org/10.1016/j.coph.2009.11.005.Crosstalk.
Phillips CM. Metabolically healthy obesity: definitions, determinants and clinical implications. Rev Endocr Metab Disord. 2013;14:219–27. https://doi.org/10.1007/s11154-013-9252-x.
Szasz T, Webb RC, Clinton WR. Perivascular adipose tissue: more than just structural support. Clin Sci (Lond). 2012;122:1–12. https://doi.org/10.1042/CS20110151.
Cheranov SY, Jaggar JH. TNF-alpha dilates cerebral arteries via NAD(P)H oxidase-dependent Ca2+ spark activation. Am J Physiol Cell Physiol. 2006;290:C964–71. https://doi.org/10.1152/ajpcell.00499.2005.
Henry RMA, J. KP, M. DJ, et al. Carotid arterial remodeling: a maladaptive phenomenon in type 2 diabetes but not in impaired glucose metabolism: the Hoorn study. Stroke. 2004;35:671–6. https://doi.org/10.1161/01.STR.0000115752.58601.0B.
Institoris A, Lenti L, Domoki F, et al. Cerebral microcirculatory responses of insulin-resistant rats are preserved to physiological and pharmacological stimuli. Microcirculation. 2012;19:749–56. https://doi.org/10.1111/j.1549-8719.2012.00213.x.
Siró P, Molnár C, Katona É, et al. Carotid intima-media thickness and cerebrovascular reactivity in long-term type 1 diabetes mellitus. J Clin Ultrasound. 2009;37:451–6. https://doi.org/10.1002/jcu.20617.
Schunkert H, Susanne M, Jens H, et al. The correlation between waist circumference and ESC cardiovascular risk score: data from the German metabolic and cardiovascular risk project (GEMCAS). Clin Res Cardiol. 2008;97:827–35. https://doi.org/10.1007/s00392-008-0694-1.
Efstathiou SP, Tsioulos DI, Tsiakou AG, et al. Plasma adiponectin levels and five-year survival after first-ever ischemic stroke. Stroke. 2005;36:1915–9. https://doi.org/10.1161/01.STR.0000177874.29849.f0.
Bloemer J, Pinky PD, Govindarajulu M, et al. Role of adiponectin in central nervous system disorders. Neural Plast. 2018. https://doi.org/10.1155/2018/4593530.
Gorgui J, Gasbarrino K, Georgakis MK, et al. Circulating adiponectin levels in relation to carotid atherosclerotic plaque presence, ischemic stroke risk, and mortality: a systematic review and meta-analyses. Metabolism. 2017;69:51–66. https://doi.org/10.1016/j.metabol.2017.01.002.
Kohara K, Ochi M, Okada Y, et al. Clinical characteristics of high plasma adiponectin and high plasma leptin as risk factors for arterial stiffness and related end-organ damage. Atherosclerosis. 2014;235:424–9. https://doi.org/10.1016/j.atherosclerosis.2014.05.940.
Korda M, Kubant R, Patton S, Malinski T. Leptin-induced endothelial dysfunction in obesity. Am J Physiol Heart Circ Physiol. 2008;295:H1514–21. https://doi.org/10.1152/ajpheart.00479.2008.
Aizawa-Abe M, Ogawa Y, Masuzaki H, et al. Pathophysiological role of leptin in obesity-related hypertension. J Clin Invest. 2000;105:1243–52. https://doi.org/10.1172/JCI8341.
Beltowski J. Leptin and atherosclerosis. Atherosclerosis. 2005;189:47–60. S0021–9150(06)00128–6 [pii]. https://doi.org/10.1016/j.atherosclerosis.2006.03.003.
Hamner JW, Tan CO, Ozan TC. Relative contributions of sympathetic, cholinergic, and myogenic mechanisms to cerebral autoregulation. Stroke. 2014;45:1771–7. https://doi.org/10.1161/strokeaha.114.005293.
Barnes MJ, McDougal DH. Leptin into the rostral ventral lateral medulla (RVLM) augments renal sympathetic nerve activity and blood pressure. Front Neurosci. 2014;8:232. https://doi.org/10.3389/fnins.2014.00232.
Hay-Schmidt A, Helboe L, Larsen PJ. Leptin receptor immunoreactivity is present in ascending serotonergic and catecholaminergic neurons of the rat. Neuroendocrinology. 2001;73:215–26 54638.
Singhal A, Farooqi IS, Cole TJ, et al. Influence of leptin on arterial distensibility: a novel link between obesity and cardiovascular disease? Circulation. 2002;106:1919–24.
Schäfer K, Martin H, Colin G, et al. Leptin promotes vascular remodeling and neointimal growth in mice. Arterioscler Thromb Vasc Biol. 2004;24:112–7. https://doi.org/10.1161/01.ATV.0000105904.02142.e7.
Schroeter MR, Eschholz N, Herzberg S, et al. Leptin-dependent and leptin-independent paracrine effects of perivascular adipose tissue on neointima formation. Arter Thromb Vasc Biol. 2013;33:980–7. https://doi.org/10.1161/atvbaha.113.301393.
Shibata R, Ouchi N, Ohashi K, Murohara T. The role of adipokines in cardiovascular disease. J Cardiol. 2017;70:329–34. https://doi.org/10.1016/j.jjcc.2017.02.006.
Li F, Li Y, Duan Y, et al. Myokines and adipokines: involvement in the crosstalk between skeletal muscle and adipose tissue. Cytokine Growth Factor Rev. 2017;33:73–82. https://doi.org/10.1016/j.cytogfr.2016.10.003.
Chung HS, Choi KM. Adipokines and myokines: a pivotal role in metabolic and cardiovascular disorders. Curr Med Chem. 2018;25:2401–15. https://doi.org/10.2174/0929867325666171205144627.
Jiménez Caballero PE, Coloma Navarro R, Ayo Martín O, Segura MT. Cerebral hemodynamic changes at basilar artery in obstructive sleep apnea syndrome after continuous positive airway pressure treatment. J Stroke Cerebrovasc Dis. 2012;22:1–6. https://doi.org/10.1016/j.jstrokecerebrovasdis.2012.07.011.
Jiménez Caballero PE, Coloma Navarro R, Segura Martín T, Ayo MO. Cerebral hemodynamic changes at basilar artery in patients with obstructive sleep apnea syndrome. A case-control study. Acta Neurol Scand. 2014;129:80–4. https://doi.org/10.1111/ane.12156.
Segura T, Serena J, Plaza I, et al. Normal values for transcranial doppler studies in our medium. Neurologia. 1999;14:437–43.
Alosco ML, Spitznagel MB, Raz N, et al. Obesity interacts with cerebral hypoperfusion to exacerbate cognitive impairment in older adults with heart failure. Cerebrovasc Dis Extra. 2012;2:88–98. https://doi.org/10.1159/000343222.
Ferreira I, Beijers HJ, Schouten F, et al. Clustering of metabolic syndrome traits is associated with maladaptive carotid remodeling and stiffening: a 6-year longitudinal study. Hypertension. 2012;60:542–9. https://doi.org/10.1161/HYPERTENSIONAHA.112.194738.
Iglesias MJ, Eiras S, Pineiro R, et al. Gender differences in adiponectin and leptin expression in epicardial and subcutaneous adipose tissue. Findings in patients undergoing cardiac surgery. Rev Esp Cardiol. 2006;59:1252–60.
Sparks LM, Pasarica M, Sereda O, et al. Effect of adipose tissue on the sexual dimorphism in metabolic flexibility. Metabolism. 2009;58:1564–71. https://doi.org/10.1016/j.metabol.2009.05.008.
Licinio J, Negrão AB, Mantzoros C, et al. Sex differences in circulating human leptin pulse amplitude: clinical implications. J Clin Endocrinol Metab. 1998;83:4140–7. https://doi.org/10.1210/jcem.83.11.5291.
Luque-Ramírez M, Martínez-García MÁ, Montes-Nieto R, et al. Sexual dimorphism in adipose tissue function as evidenced by circulating adipokine concentrations in the fasting state and after an oral glucose challenge. Hum Reprod. 2013;28:1908–18. https://doi.org/10.1093/humrep/det097.
Petersen KS, Blanch N, Keogh JB, Clifton PM. Effect of weight loss on pulse wave velocity: systematic review and meta-analysis. Arterioscler Thromb Vasc Biol. 2015;35(1):243–52. https://doi.org/10.1161/ATVBAHA.114.304798.
Montero D, Roberts CK, Vinet A, et al. Effect of aerobic exercise training on arterial stiffness in obese populations : a systematic review and meta-analysis. Sports Med. 2014;44(6):833–43. https://doi.org/10.1007/s40279-014-0165-y.
Acknowledgments
We thank Dr. J Ahmad BSc (Hons) MBBS Ph.D. for their expert advice in the translation process.
Funding
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: official grant from the regional Health Service of Castilla-La Mancha, Spain (Exp. Number PI 2006/39-2008).
Author information
Authors and Affiliations
Contributions
OAM participated in the design of the project, recruiting process, physical exam of the subjects, ultrasonographic studies, and statistical analysis and wrote the article.
MGH and IGF participated in the design of the project, recruiting process, measuring vital signs, taking blood samples, and helping in ultrasonographic procedures and revised the text of the article.
CAF participated in the design of the project and laboratory analysis and wrote the article.
CL, JJAM, and FB participated in the design of the project and recruiting process and wrote the article.
JGG, FHF, and TM participated in the design of the project, recruiting process, and statistical analysis and wrote the article.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
The study was approved by the Ethics Committee of Complejo Hospitalario Universitario de Albacete as well as by the Research Commission of the Centre, according to the Helsinki declaration. Written informed consent was obtained from each volunteer prior to participation.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
NEW & NOTEWORTHY
This study provides evidence of the relationship between excess weight and inferior cerebral hemodynamics in humans, in terms of lower arterial flow velocity and cerebrovascular reserve. The relationship is linear, progressing from overweight to any grade of obesity. In subjects older than 65 years, no association between abdominal perimeter and cerebral hemodynamics was found. Sexual dimorphism is evident, with worse hemodynamic values in males compared to females for the same weight excess. Molecular analysis suggests leptin plays a key role, possibly by facilitating dynamic or structural (remodeling) changes in the arterioles.
About this article
Cite this article
Ayo-Martin, O., García-García, J., Hernández-Fernández, F. et al. Cerebral hemodynamics in obesity: relationship with sex, age, and adipokines in a cohort-based study. GeroScience 43, 1465–1479 (2021). https://doi.org/10.1007/s11357-020-00313-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11357-020-00313-x