Department of Pharmacology, Dalhousie University, Halifax, Nova Scotia, Canada.
Department of Pharmacology, Dalhousie University, Halifax, Nova Scotia, Canada; Blavatnik Institute, Department of Genetics, Paul F. Glenn Center for Biology of Aging Research at Harvard Medical School, Boston, MA, USA.
Mech Ageing Dev. 2023 Mar;210:111762. doi: 10.1016/j.mad.2022.111762. Epub 2022 Dec 9.
Changes in gene expression with age are typically normalised to constitutively expressed reference genes (RGs). However, RG expression may be affected by age or overall health and most studies use only male animals. We investigated whether expression of common RGs (Gapdh, Gusb, Rplp0, B2m, Tubb5, Rpl7l1, Hprt, Rer1) was affected by age, sex and/or overall health (frailty index) in skeletal muscle from young (4-mos) and aged (25-26-mos) mice. Standard RG selection programs recommended Gapdh (RefFinder/Genorm/NormFinder) or Rpl7l1 (BestKeeper) without considering age and sex. Analysis of raw Cq values showed only Rplp0 was stable in both sexes at both ages. When qPCR data were normalised to Rplp0, age affected RG expression, especially in females. For example, Hprt expression declined with age (Hprt=9.8 ×10 ± 4.7 ×10 vs. 6.5 ×10 ± 8.8 ×10; mean±SEM), while Gusb expression increased (6.0 ×10 ± 5.5 ×10 vs. 1.7 ×10 ± 3.1 ×10; n = 5/group; p < 0.05). These effects were not seen in males. Tubb5 and Gapdh were not affected by age or sex when normalised to Rplp0. Similar results were seen with normalisation by Gapdh or the Rplp0/Gapdh pair. Interestingly, RG expression was graded not only by age but by frailty. These data demonstrate that age, sex, and frailty of animals must be carefully considered when selecting RGs to normalise mRNA abundance data.
随着年龄的增长,基因表达通常会被归一化为组成型表达的参考基因 (RGs)。然而,RG 的表达可能会受到年龄或整体健康状况的影响,而且大多数研究仅使用雄性动物。我们研究了在年轻 (4 月龄) 和年老 (25-26 月龄) 小鼠的骨骼肌中,常见 RG (Gapdh、Gusb、Rplp0、B2m、Tubb5、Rpl7l1、Hprt、Rer1) 的表达是否受年龄、性别和/或整体健康状况 (虚弱指数) 的影响。标准 RG 选择程序推荐 Gapdh (RefFinder/Genorm/NormFinder) 或 Rpl7l1 (BestKeeper),但未考虑年龄和性别。对原始 Cq 值的分析表明,只有 Rplp0 在两个年龄段的两性中都是稳定的。当 qPCR 数据被归一化为 Rplp0 时,年龄会影响 RG 的表达,尤其是在女性中。例如,Hprt 的表达随年龄下降 (Hprt=9.8×10 ± 4.7×10 对 6.5×10 ± 8.8×10; 平均值±SEM),而 Gusb 的表达增加 (6.0×10 ± 5.5×10 对 1.7×10 ± 3.1×10; n=5/组; p<0.05)。在男性中没有观察到这些影响。当被归一化为 Rplp0 时,Tubb5 和 Gapdh 不受年龄或性别的影响。用 Gapdh 或 Rplp0/Gapdh 对归一化也得到了类似的结果。有趣的是,RG 的表达不仅受到年龄的影响,还受到虚弱程度的影响。这些数据表明,在选择用于归一化 mRNA 丰度数据的 RG 时,必须仔细考虑动物的年龄、性别和虚弱程度。