Identification and analysis of actin family genes
Thirteen homologous actin genes were obtained from the C. sinensis genome using Arabidopsis thalianaAtACT1 gene (AT2G37620.1) as the retrieval sequence (Additional file 1: Table S1). Ten CsACT genes encoding complete sequences were eventually confirmed and renumbered from CsACT1 to CsACT10 (Additional file 1: Table S1). Multiple alignments showed that the amino acid sequences of actin family members of A. thaliana and C. sinensis are highly conserved (Additional file 2: Fig. S1). Nevertheless, the actin family members of C. sinensis still have many variant sites (Additional file 2: Fig. S1). To further analyze the phylogenetic relationship and subfamily classification of actin family members, a neighbor-joining phylogenetic tree was constructed based on the amino acid sequence of actin proteins of A. thaliana, Populus trichocarpa, Oryza sativa, and C. sinensis (Fig. 1 and Additional file 3: Table S2). All actin family members could be divided into three groups, namely, Group I, Group II, and Group III. CsACT1-4, CsACT5-8, and CsACT9-10 of C. sinensis were assigned to Group I, Group II, and Group III, respectively.
In addition, the cis-acting elements in the upstream region (1,500 bp) of actin family genes were analyzed to predict the possible transcriptional regulation in C. sinensis. A total of 48 types of cis-acting elements were obtained from the promoter region of actin family of C. sinensis (Additional file 4: Table S3). The ranking of total element numbers for each member of actin family as follows: CsACT2 (163) > CsACT6 (122) > CsACT5 (121) > CsACT7 (116) > CsACT8 (116) > CsACT1 (112) > CsACT3 (89) > CsACT9 (84) > CsACT4 (83) > CsACT10 (83). The most frequent elements for all members were ‘AT~TATA-box/TATA/TATA-box’ (core promoter element around -30 of transcription start) and ‘CAAT-box’ (common cis-acting element in promoter and enhancer regions), which play roles in maintaining the basic transcription of genes [36,37]. The number ranking of these two basic elements for each member of actin family as follows: CsACT2 (110) > CsACT7 (69) > CsACT8 (69) > CsACT1 (65) > CsACT5 (61) > CsACT6 (60) > CsACT3 (46) > CsACT4 (44) > CsACT9 (34) > CsACT10 (33). Other cis-acting elements mainly included light-responsive, hormone-responsive, short function, anaerobic induction, low-temperature responsive, and uncommented elements.
Expression profiles of candidate reference genes
Based on the classification and nucleotide sequence characteristics of actin family genes of C. sinensis, six pairs of distinctive primers were designed to detect the individual expression of CsACT1, CsACT2, CsACT(3-4), CsACT(5-6), CsACT(7-8), and CsACT(9-10) genes, respectively (Table 1). Objective to more comprehensively evaluate and develop the most suitable reference genes in response to light quality (LQ), light intensity (LI), and photoperiod (PD), the actin family members, together with six other commonly used as reference genes (CsUBC1, CsGAPDH, CsTBP, CseIF-4α, CsCLATHRIN1, and CsTIP41), were investigated (Table 1). The relative expression levels of the candidate reference genes were determined by the threshold cycle (Cq) values, which were obtained from the number of amplification cycles when the fluorescence signal reaches above the baseline threshold in qRT-PCR experiment. In order to unify the parameters, the baseline threshold was set to the average level (2551.05).
The distribution of all Cq values was described by a box and whiskers plot (Fig. 2a). The lower Cq values correspond to higher expression levels, and the higher Cq values correspond to lower expression levels. CsACT1 gene with low Cq values (mean Cq = 28.40) had high expression level, while CsACT2 gene with high Cq values (mean Cq = 34.98) had low expression level. The Cq values of CsACT(7-8), CsTIP41, and CseIF-4α genes were more centralized, whereas the Cq values of most genes, such as CsACT1, CsACT(3-4), CsACT(5-6), CsACT(9-10), and CsUBC1, were relatively dispersed.
In addition, the Cq values of all genes from LQ, LI, and PD treatments were calculated, respectively. The relative positions of Cq values of all genes on the three box and whiskers plots almost did not change, but the distribution range of these Cq values changed greatly (Fig. 2b, Fig. 2c, and Fig. 2d). In LQ treatment, except for the Cq values of CsACT(5-6) and CseIF-4α, the data of other genes were relatively dispersed, especially CsACT2 and CsACT(9-10) (Fig. 2b). In LI treatment, the Cq values of CsTIP41, CsTBP and CseIF-4α were more centralized, while the data of CsACT2, CsACT(3-4), CsACT(9-10), and CsCLATHRIN1 were more dispersed (Fig. 2c). In PD treatment, the Cq values of CsACT1, CsACT(3-4), CsACT(9-10), and CsCLATHRIN1 were more centralized, the data of other genes were relatively dispersed, especially CsUBC1 and CsGAPDH (Fig. 2d).
Stability evaluation of gene expression in response to LQ treatment
For LQ treatment, the calculated results of NormFinder, RefFinder, and BestKeeper softwares were relatively consistent. These three softwares showed that CsACT (5-6) were the most stable genes and CsACT2 was the most unstable gene. CsACT2 with largest calculated value (M=1.81) was the most unstable gene, while CsACT(3-4) and CsGAPDH with least calculated value (M=1.172) were the most stable genes in geNorm analysis. As an integrated evaluation software, RefFinder ranked the expression stability of genes in response to LQ treatment as follows: CsACT(5-6) > CsACT1 > CsGAPDH > CsACT(3-4) > CseIF-4α > CsUBC1 > CsTBP > CsCLATHRIN1 > CsACT(7-8) > CsTIP41 > CsACT(9-10) > CsACT2 (Table 2).
Stability evaluation of gene expression in response to LI treatment
For LI treatment, CsTIP41 was identified as the most stable gene from the calculated results of geNorm, NormFinder, BestKeeper, and RefFinder softwares. CsACT(9-10) with largest calculated value were the most unstable gene by the analysis of geNorm, NormFinder, and RefFinder softwares, while the expression stability of CsCLATHRIN1 ranked last (CV ± SD = 5.59 ± 1.85) according to the calculated results of BestKeeper software. Based on the data integration of RefFinder software, the expression stability of genes in response to LI treatment was ranked as follows: CsTIP41 > CseIF-4α > CsUBC1 > CsACT1 > CsTBP > CsGAPDH > CsACT(7-8) > CsACT(5-6) > CsACT2 > CsACT(3-4) > CsCLATHRIN1 > CsACT(9-10) (Table 2). Compared with the stability rankings of genes in LQ treatment, the rankings of CsTIP41 and CsACT(5-6) from LI treatment were obviously different, that is, CsTIP41 ranked first from ‘tenth’ and CsACT(5-6) ranked eighth from ‘first’ (Table 2).
Stability evaluation of gene expression in response to PD treatment
For PD treatment, the data calculations of the several softwares had yielded three results for the most stable gene. CsACT(3-4) with least calculated value were the most stable genes from the calculated results of geNorm and RefFinder softwares, while CsACT(5-6) and CsACT1 were considered to be the most stable genes in the calculated results of NormFinder and BestKeeper, respectively. The expression stability of CsGAPDH ranked last according to the calculated results from geNorm, NormFinder, and RefFinder softwares, while CsUBC1 with largest calculated value (CV ± SD = 5.39 ± 1.62) was the most unstable gene in BestKeeper analysis. In response to PD treatment, the expression stability of genes from the data integration of RefFinder software was ranked as follows: CsACT(3-4) > CsACT(9-10) > CsACT(5-6) > CsACT1 > CsCLATHRIN1 > CsTIP41 > CsACT2 > CsACT(7-8) > CsTBP > CseIF-4α > CsUBC1 > CsGAPDH (Table 2). Obviously different from the stability rankings of genes in LQ and LI treatment, the stability rankings from PD treatment ranked CsACT(9-10) and CsCLATHRIN1 in the top five, and ranked CseIF-4α, CsUBC1, and CsGAPDH in the bottom three (Table 2).
Stability evaluation of gene expression in response to total treatments
For total treatments, the stability ranking of CsTIP41 ranked first according to the calculated results of geNorm, NormFinder, and RefFinder softwares, while CseIF-4α with least calculated value (CV ± SD = 3.26 ± 1.05) ranked first in BestKeeper analysis. CsACT2 ranked in last was the most unstable gene in geNorm and NormFinder analysis, while the last ranked genes from the calculated results of BestKeeper and RefFinder softwares were CsACT(3-4) and CsACT(9-10), respectively. In response to total treatments, the stability ranking of gene expression from the data integration of RefFinder software was as follows: CsTIP41 > CseIF-4α > CsTBP > CsACT(5-6) > CsUBC1 > CsACT(7-8) > CsACT1 > CsGAPDH > CsACT(3-4) > CsCLATHRIN1 > CsACT2 > CsACT(9-10) (Table 2).
Reference gene validation
In C. sinensis, CsCHS1, CsMYB4, and CsDFR genes were confirmed to regulate flavonoid biosynthesis in light signal transduction [18,20]. To validate the reliability of candidate reference genes for the light-induced expression, the expression levels of CsCHS1, CsMYB4, and CsDFR genes in response to light were normalized by the most stable reference genes in C. sinensis. Based on the result of the stability evaluation, CsACT(5-6), CsTIP41, and CsACT(3-4) were used as reference genes of LQ, LI, and PD treatments, respectively (Fig. 3 and Additional file 5: Table S4). In LQ treatment, the expression levels of CsCHS1, CsMYB4, and CsDFR genes induced by red light reached the highest value at 4, 12, and 4 h, respectively. The expression levels of CsCHS1, CsMYB4, and CsDFR genes were also induced by blue light, and reached the highest value at 12, 4, and 4 h, respectively. Compared to the response to red light, the expression levels of CsCHS1 and CsDFR genes in response to blue light were first down-regulated at 1 h (Fig. 3a). In LI treatment, the expression levels of CsCHS1 and CsDFR genes were silenced during treatments, while the expression levels of CsMYB4 was up-regulated in certain periods of shading and darkness treatments (Fig. 3a). In PD treatment, the expression levels of CsCHS1, CsMYB4, and CsDFR genes fluctuated regularly, which was mainly manifested the trend that the gene expression was inhibited in the dark, but up-regulated in light (Fig. 3b).
In addition, the reliability of the most stable gene CsTIP41 for total treatments also was evaluated by normalizing the expression levels of CsCHS1, CsMYB4, and CsDFR genes in LQ and PD treatments (Fig. 4). In red light treatment, the expression levels of CsCHS1 and CsDFR genes was inhibited, while the expression levels of CsCHS1 gene were up-regulated at 4 h and 12 h. In blue light treatment, the expression levels of CsCHS1 and CsMYB4 were up-regulated after 4 h, while the expression trend of CsDFR genes was decreasing. Compared with the normalization results of CsACT(5-6) reference gene in LQ treatment, the relative expression levels of CsCHS1, CsMYB4, and CsDFR genes were obviously different in spite of the gene expression trends were similar. In PD treatment, the expression trends of CsCHS1, CsMYB4, and CsDFR genes were up-regulated and then down-regulated when exposed to darkness or light by using CsTIP41 as reference gene. Compared with the normalization results of CsACT(3-4) reference genes in PD treatment, the main differences were that the expression levels of CsCHS1, CsMYB4, and CsDFR normalized by CsACT(3-4) began to increase when exposed to darkness, and were abnormally down-regulated when exposed to light at 18 h.