Cázarez-García Daniel, Ramírez Loustalot-Laclette Mariana, Ann Markow Therese, Winkler Robert
CINVESTAV Unidad Irapuato, Department of Biochemistry and Biotechnology, Km. 9.6 Libramiento Norte Carr. Irapuato-León, 36821 Irapuato Gto., Mexico.
Integr Biol (Camb). 2017 Nov 13;9(11):885-891. doi: 10.1039/c7ib00155j.
The metabolic syndrome (MetS) is associated with serious diseases and represents an important threat for global public health. The common fruit fly (Drosophila melanogaster) has served as a model organism to study physiological processes of the MetS, because central metabolic pathways are conserved among species, and because the flies are easy to cultivate in a laboratory. In nature, D. melanogaster is a fruit generalist, feeding on diets rich in simple carbohydrates. Other Drosophilids, however, have specialized on distinct resources. Drosophila mojavensis, for example, is endemic to the Sonoran Desert, where it feeds on necrotic cacti which are low in carbohydrates. Its close relative Drosophila arizonae is cactophilic as well, but is also found breeding in fruits containing simple sugars. Previous studies have shown that high-sugar diets negatively affect the larval development of D. mojavensis and increase their triglyceride content, compared to D. melanogaster. More general metabolic profiles, in response to these different diets, however, have yet to be produced for any of the species. In addition, because D. arizonae appears somewhat intermediate between D. melanogaster and D. mojavensis in its development times and survival under the above mentioned diets, its general metabolic profiles are also of interest. Thus, in the present study we ask to what extent the general metabolism of these three different Drosophila species is affected by diets of distinct protein-sugar ratios. To obtain an un-biased view on possibly novel phenomena, we combined untargeted metabolomics with Random Forest data mining.
代谢综合征(MetS)与严重疾病相关,对全球公共卫生构成重大威胁。普通果蝇(黑腹果蝇)已成为研究代谢综合征生理过程的模式生物,这是因为物种间的核心代谢途径是保守的,而且果蝇易于在实验室中培养。在自然界中,黑腹果蝇是一种多食性果蝇,以富含单糖的食物为食。然而,其他果蝇则专门以不同的资源为食。例如,莫哈韦果蝇是索诺兰沙漠特有的物种,以碳水化合物含量低的坏死仙人掌为食。它的近亲亚利桑那果蝇也是嗜仙人掌的,但也在含有单糖的果实中繁殖。先前的研究表明,与黑腹果蝇相比,高糖饮食对莫哈韦果蝇的幼虫发育有负面影响,并会增加其甘油三酯含量。然而,对于这些不同的饮食,尚未得出任何一个物种更全面的代谢概况。此外,由于亚利桑那果蝇在上述饮食条件下的发育时间和存活率似乎介于黑腹果蝇和莫哈韦果蝇之间,其全面的代谢概况也备受关注。因此,在本研究中,我们探讨了这三种不同果蝇物种的一般代谢在多大程度上受到不同蛋白质 - 糖比例饮食的影响。为了对可能的新现象有一个无偏差的看法,我们将非靶向代谢组学与随机森林数据挖掘相结合。