Health Sciences Faculty, Universidade Federal de Lavras (UFLA), Lavras 37200-900, MG, Brazil.
Department of Pharmaceutical Sciences, Universidade Federal de São Paulo (UNIFESP), Diadema 09913-030, SP, Brazil.
Nutrients. 2021 Jun 30;13(7):2260. doi: 10.3390/nu13072260.
Chronotype (CT) has been associated with predisposition to chronic noncommunicable diseases (CNCDs), such as diabetes mellitus and obesity. However, the effects of CT on individuals assisted by public health systems (PHSs) in middle-up economies are still poorly explored. The objective of this study was to evaluate the relationship between CT and clinical, sociobehavioral and nutritional aspects in adults assisted by a PHS in Brazil. This is a population-based cross-sectional study. The sample consisted of 380 individuals, selected through probabilistic sampling by clusters, in all health units in a city of approximately 100 thousand inhabitants. Data collection was performed during home visits, by means of general and nutritional interviews, anthropometric measurements and the Morningness-Eveningness Questionnaire (MEQ). Statistical analysis comprised chi-square test and principal component analysis (CPA) followed by Fisher's discriminant analysis to determine aspects associated with each CT (morning, evening or intermediate). With the aim of explaining the variation in the CT scores, the consumption of micronutrients (corrected to the total energy intake) and other individual and sociodemographic variables were used as explanatory factors in the adjustment of a linear regression model. The morning group was characterized by older men, with less than eight years of schooling, with low body mass index (BMI) and with low intake of omega-6, omega-3, sodium, zinc, thiamine, pyridoxine and niacin. The evening group, on the other hand, was composed of younger individuals, with a high consumption of these same nutrients, with high BMI and a higher frequency of heart diseases ( < 0.05). It was concluded that most morning CT individuals were elderly thin males with lower consumption of omega-6 and -3, sodium, zinc, thiamine, pyridoxine and niacin, whereas evening individuals were younger, had higher BMI and had higher consumption of the studied micronutrients. The identification of circadian and behavioral risk groups can help to provide preventive and multidisciplinary health promotion measures.
时型(CT)与慢性非传染性疾病(CNCDs)如糖尿病和肥胖症的易感性有关。然而,CT 对中高收入经济体公共卫生系统(PHS)所服务的个体的影响仍未得到充分探索。本研究旨在评估巴西 PHS 所服务的成年人 CT 与临床、社会行为和营养方面之间的关系。这是一项基于人群的横断面研究。该样本由通过聚类概率抽样在一个约 10 万居民的城市的所有卫生单位中选择的 380 名个体组成。通过家访进行数据收集,采用一般和营养访谈、人体测量学测量和 Morningness-Eveningness Questionnaire(MEQ)。统计分析包括卡方检验和主成分分析(CPA),然后是 Fisher 判别分析,以确定与每个 CT(早晨、晚上或中间)相关的方面。为了解释 CT 评分的变化,将微量营养素(校正为总能量摄入)的消耗以及其他个体和社会人口统计学变量用作调整线性回归模型的解释因素。早晨组的特征是男性年龄较大,受教育程度低于 8 年,体重指数(BMI)较低,摄入的欧米伽-6、欧米伽-3、钠、锌、硫胺素、吡哆醇和烟酰胺较低。另一方面,晚上组由较年轻的个体组成,这些个体消耗这些相同的营养素较多,BMI 较高,心脏病的发病率较高(<0.05)。结论是,大多数早晨 CT 个体是年龄较大、消瘦的男性,摄入的欧米伽-6 和 -3、钠、锌、硫胺素、吡哆醇和烟酰胺较少,而晚上的个体则较年轻,BMI 较高,研究中的微量营养素消耗较高。识别昼夜节律和行为风险组可以帮助提供预防和多学科的健康促进措施。