Sex Differences in the Physiological Network of Healthy Young Subjects

被引:8
作者
Barajas-Martinez, Antonio [1 ,2 ,3 ]
Ibarra-Coronado, Elizabeth [2 ,4 ]
Fossion, Ruben [2 ,4 ]
Claudio Toledo-Roy, Juan [2 ,4 ]
Martinez-Garces, Vania [5 ]
Antonio Lopez-Rivera, Juan [2 ,5 ,6 ]
Tello-Santoyo, Geraldine [3 ]
Lavin, Rusland D. [2 ]
Luis Gomez, Jose [6 ]
Stephens, Christopher R. [2 ,4 ]
Aguilar-Salinas, Carlos A. [7 ]
Estanol, Bruno [2 ,7 ]
Torres, Nimbe [7 ]
Tovar, Armando R. [7 ]
Resendis-Antonio, Osbaldo [2 ,8 ]
Hiriart, Marcia [2 ,9 ]
Frank, Alejandro [2 ,4 ,10 ]
Leonor Rivera, Ana [2 ,4 ]
机构
[1] Univ Nacl Autonoma Mexico, Doctorado Ciencias Biomed, Mexico City, DF, Mexico
[2] Univ Nacl Autonoma Mexico, Ctr Ciencias Complejidad, Mexico City, DF, Mexico
[3] Univ Nacl Autonoma Mexico, Fac Med, Mexico City, DF, Mexico
[4] Univ Nacl Autonoma Mexico, Inst Ciencias Nucl, Mexico City, DF, Mexico
[5] Univ Nacl Autonoma Mexico, Fac Med, Plan Estudios Combinados Med PECEM MD PhD, Mexico City, DF, Mexico
[6] Univ Nacl Autonoma Mexico, Fac Ciencias, Mexico City, DF, Mexico
[7] Inst Nacl Ciencias Med & Nutr Salvador Zubiran, Mexico City, DF, Mexico
[8] Univ Nacl Autonoma Mexico, Inst Nacl Med Genom, Coordinac Invest Cient Red Apoyo Invest, Mexico City, DF, Mexico
[9] Inst Fisiol Celular, Mexico City, DF, Mexico
[10] Colegio Nacl, Mexico City, DF, Mexico
关键词
physiological network; sex differences; sexual dimorphism; heart rate variability; blood test; anthropometric measures; health; HEART-RATE-VARIABILITY; MENSTRUAL-CYCLE; METABOLIC SYNDROME; BLOOD-PRESSURE; WAIST CIRCUMFERENCE; GENDER-DIFFERENCES; AMERICAN-COLLEGE; CELLS; WOMEN; PHASES;
D O I
10.3389/fphys.2021.678507
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
Within human physiology, systemic interactions couple physiological variables to maintain homeostasis. These interactions change according to health status and are modified by factors such as age and sex. For several physiological processes, sex-based distinctions in normal physiology are present and defined in isolation. However, new methodologies are indispensable to analyze system-wide properties and interactions with the objective of exploring differences between sexes. Here we propose a new method to construct complex inferential networks from a normalization using the clinical criteria for health of physiological variables, and the correlations between anthropometric and blood tests biomarkers of 198 healthy young participants (117 women, 81 men, from 18 to 27 years old). Physiological networks of men have less correlations, displayed higher modularity, higher small-world index, but were more vulnerable to directed attacks, whereas networks of women were more resilient. The networks of both men and women displayed sex-specific connections that are consistent with the literature. Additionally, we carried out a time-series study on heart rate variability (HRV) using Physionet's Fantasia database. Autocorrelation of HRV, variance, and Poincare's plots, as a measure of variability, are statistically significant higher in young men and statistically significant different from young women. These differences are attenuated in older men and women, that have similar HRV distributions. The network approach revealed differences in the association of variables related to glucose homeostasis, nitrogen balance, kidney function, and fat depots. The clusters of physiological variables and their roles within the network remained similar regardless of sex. Both methodologies show a higher number of associations between variables in the physiological system of women, implying redundant mechanisms of control and simultaneously showing that these systems display less variability in time than those of men, constituting a more resilient system.
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页数:22
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