| Literature DB >> 35627099 |
Kai Gao1,2, Wasif Ullah Khan1, Juan Li1, Sai Huang1, Xiong Yang1, Ting Guo1, Bin Guo1,3, Ruqian Wu1, Xinmin An1.
Abstract
RT-qPCR is considered a rapid and reliable technique for analyzing gene expression. This technique is commonly used to analyze the expression of various genes at diverse transcriptional levels in different samples. However, few studies have characterized ornamental Koelreuteria species for reliable reference genes. In this study, eight reference genes were evaluated as controls in RT-qPCR with SYBR green to quantify gene expression in different Koelreuteria paniculata samples. All selected reference genes showed a broad range of Ct values in all samples, which was supportive of their variable expression. Our results showed significant variation in the stable expression of K. paniculata genes. Sample data, analyzed using geNorm, NormFinder, and BestKeeper, showed that phospholipase (PLA2) and β-actin (ACT) were the most suitable and statistically reliable reference genes, whereas ribosomal protein L13 (RPL13) and elongation factor 1-α (EF1α) were less stable and unsuitable for use as internal controls. To compare gene expression levels, two or more reference genes should be used for data normalization. Thus, the stability and expression of both PLA2 and ACT were believed to provide better normalization and quantification of the transcript levels for gene expression studies in K. paniculata.Entities:
Keywords: Koelreuteria paniculata; RT-qPCR; embryo developmental stages; plant tissues; reference genes
Mesh:
Substances:
Year: 2022 PMID: 35627099 PMCID: PMC9141280 DOI: 10.3390/genes13050714
Source DB: PubMed Journal: Genes (Basel) ISSN: 2073-4425 Impact factor: 4.141
Reference genes used for gene expression normalization in K. paniculate.
| Name | Arabidopsis Homolog Locus | Arabidopsis Locus Description | Function | |
|---|---|---|---|---|
| ACT | comp34058_c3_seq1 | AT3G12110 | ACT11 | Encodes an actin that is expressed predominantly during reproductive development |
| EF1α | comp39196_c0_seq3 | AT5G60390 | EF1ALPHA | GTP binding Elongation factor Tu family protein |
| GAPDH | comp35115_c0_seq2 | AT1G79530 | Glyceraldehyde-3-phosphate dehydrogenase | Encodes one of the chloroplast/plastid localized GAPDH isoforms |
| UBQ | comp39429_c1_seq8 | AT2G47110 | UBQ6 | polyubiquitin gene the mRNA is cell-to-cell mobile |
| CYP2 | comp31930_c0_seq1 | AT2G38730 | Cyclophilin | Cyclophilin-like peptidyl-prolyl cis-trans isomerase family protein |
| RPL13 | comp30755_c0_seq1 | AT3G07110 | 60S ribosomal protein L13 | Ribosomal protein L13 family protein |
| PLA2 | comp31360_c0_seq4 | AT1G06800 | PHOSPHOLIPASE A I γ 1 | Encodes a lipase that hydrolyzes phosphatidylcholine, glycolipids as well as triacylglycerols |
| RP II | comp34901_c0_seq1 | AT3G22320 | RNA polymerase subunit | Non-catalytic subunit common to DNA-dependent RNA polymerases I, II, III and IV |
Reference gene primer sequences and amplicon characteristics.
| Name | Forward Primer Sequence [5′–3′] | Reverse Primer Sequence [5′–3′] | Amplicon Size (bp) | Product Tm (°C) | RT-qPCR Efficiency |
|---|---|---|---|---|---|
| ACT | ATCAGCAATGCCAGGGAACATA | TCGAGAAGAGCTATGAGTTGCC | 227 | 83.4 | 1.10 |
| EF1α | AGCCCTCACTATCAGAAACAGC | GTTAAGATGGTTCCGACAAAGC | 214 | 80.6 | 1.07 |
| GAPDH | AGAGAAACTGACGGGCTATCAA | ATGAAGCTTGTGTCGTGGTATG | 209 | 82.2 | 0.94 |
| UBQ | ACGGGGTTTTACACTATGAACG | TCGGATAACCTCTTCCAACAGT | 214 | 80.6 | 0.90 |
| CYP2 | TCGAAGAATACGATTGGGTTTT | TCAACGAATCCGTTACAAACAC | 193 | 83.8 | 0.79 |
| RPL13 | GACCCTCTAGGGAACGATTCTT | CTCGTCAGAAGAAAGCTGTGAA | 216 | 83.0 | 1.00 |
| PLA2 | AAATTAACGAGGACACCAATGC | GGGTATGGATATGGCGATCTTA | 212 | 79.0 | 0.95 |
| RP II | CAACTGTGTTTCCTTCACCGTA | TGGTGGTTCAACAGAATTTGAC | 200 | 81.2 | 1.07 |
Figure 1RT-qPCR Ct values for reference genes. Expression data are shown as Ct values for each reference gene in all K. paniculata samples. A line across the box depicts the median. The box indicates the 25th and 75th percentiles. Whiskers represent the maximum and minimum values.
Figure 2Gene expression stability and ranking of the eight reference genes as caculated by geNorm. Expression stability and ranking of the eight reference genes as caculated with geNorm in all samples (a), different vegetative tissues (b), and embryonic developmental stages (c). A lower average expression stability (M value) indicates more stable expression.
Ranking of candidate reference genes in order of their expression stability as calculated by NormFinder.
| Ranking Order | All Samples | Plant Tissues | Embryo Developmental Stages | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| No Subgroups | 2 Subgroups | 6 Subgroups | ||||||||
| Gene | Stab. | Gene | Stab. | Gene | Stab. | Gene | Stab. | Gene | Stab. | |
| 1 | ACT | 0.023 | PLA2 | 0.015 | PLA2 | 0.040 | GAPDH | 0.018 | PLA2 | 0.035 |
| 2 | PLA2 | 0.026 | GAPDH | 0.019 | ACT | 0.040 | ACT | 0.032 | ACT | 0.042 |
| 3 | GAPDH | 0.035 | ACT | 0.022 | GAPDH | 0.042 | PLA2 | 0.044 | CYP2 | 0.056 |
| 4 | RP II | 0.062 | UBQ | 0.039 | RP II | 0.068 | RP II | 0.058 | GAPDH | 0.062 |
| 5 | CYP2 | 0.082 | RP II | 0.040 | UBQ | 0.083 | EF1α | 0.060 | RP II | 0.068 |
| 6 | UBQ | 0.085 | EF1α | 0.046 | CYP2 | 0.083 | CYP2 | 0.078 | UBQ | 0.069 |
| 7 | EF1α | 0.104 | CYP2 | 0.052 | EF1α | 0.089 | UBQ | 0.097 | RPL13 | 0.081 |
| 8 | RPL13 | 0.151 | RPL13 | 0.063 | RPL13 | 0.122 | RPL13 | 0.162 | EF1α | 0.107 |
Ranking of the eight genes according to correlations between reference genes and BestKeeper index.
| Ranking Order | All Samples | Embryo Developmental Stages | Plant Tissues | |||
|---|---|---|---|---|---|---|
| CV | r | CV | r | CV | r | |
| 1 | UBQ | ACT | CYP2 | PLA2 | UBQ | ACT |
| 2 | PLA2 | RPL13 | UBQ | RPL13 | RP II | GAPDH |
| 3 | CYP2 | PLA2 | PLA2 | CYP2 | PLA2 | RPL13 |
| 4 | RP II | GAPDH | ACT | ACT | CYP2 | EF1α |
| 5 | ACT | RP II | RP II | GAPDH | GAPDH | PLA2 |
| 6 | GAPDH | EF1α | GAPDH | RP II | ACT | RP II |
| 7 | EF1α | CYP2 | EF1α | EF1α | EF1α | CYP2 |
| 8 | RPL13 | UBQ | RPL13 | UBQ | RPL13 | UBQ |
Figure 3Relative quantification of six genes’ expression between wild type and mutant in K. paniculata, as determined by RNA-seq and RT-qPCR with 4 HKGs. Error bars represent standard error of the mean; data shown are means ± SE.