| Literature DB >> 34940434 |
Md Matiur Rahman1,2,3, Shigeo Takashima4, Yuji O Kamatari5, Yassien Badr2,6, Kaori Shimizu2, Ayaka Okada2,7, Yasuo Inoshima1,2,7,8.
Abstract
Bovine milk small extracellular vesicles (sEVs) contain many biologically important molecules, including mRNAs. Quantitative real-time polymerase chain reaction (qRT-PCR) is a widely used method for quantifying mRNA in tissues and cells. However, the use, selection, and stability of suitable putative internal control genes in bovine milk sEVs for normalization in qRT-PCR have not yet been identified. Thus, the aim of the present study was to determine suitable putative internal control genes in milk sEVs for the normalization of qRT-PCR data. Milk sEVs were isolated from six healthy Holstein-Friesian cattle, followed by RNA extraction and cDNA synthesis. In total, 17 mRNAs were selected for investigation and quantification using qRT-PCR; they were further evaluated using geNorm, NormFinder, BestKeeper, and ∆CT algorithms to identify those that were highly stable putative internal control genes in milk sEVs. The final ranking of suitable putative internal control genes was determined using RefFinder. The mRNAs from TUB, ACTB, DGKZ, ETFDH, YWHAZ, STATH, DCAF11, and EGFLAM were detected in milk sEVs from six cattle by qRT-PCR. RefFinder demonstrated that TUB, ETFDH, and ACTB were highly stable in milk sEVs, and thus suitable for normalization of qRT-PCR data. The present study suggests that the use of these genes as putative internal control genes may further enhance the robustness of qRT-PCR in bovine milk sEVs. Since these putative internal control genes apply to healthy bovines, it would be helpful to include that the genes were stable in sEVs under "normal or healthy conditions".Entities:
Keywords: bovine milk; normalization; putative internal control genes; qRT-PCR; small extracellular vesicles
Year: 2021 PMID: 34940434 PMCID: PMC8709374 DOI: 10.3390/membranes11120933
Source DB: PubMed Journal: Membranes (Basel) ISSN: 2077-0375
Primer sequences used for qRT-PCR of eight putative internal control genes detected in milk sEVs.
| Gene Name | Gene Symbol | Primer Sequences | References |
|---|---|---|---|
| Beta-actin | ACTB | F: 5′-GATCTGGCACCACACCTTCTAC-3′ | This study |
| R: 5′-AGGCATACAGGGACAGCACA-3′ | |||
| Statherin precursor | STATH | F: 5′-TACCCAAACCAGCAAGGTGGA-3′ | This study |
| R: 5′-TGGATACAGCAAGAGGGCAGG-3′ | |||
| Electron transfer flavoprotein dehydrogenase | ETFDH | F: 5′-CCAGTGGCTTAGAGGTCCCG-3′ | This study |
| R: 5′-GGTATACCGGGCAGGCCAAT-3′ | |||
| Alpha tubulin | TUB | F: 5′-TGGAACCCACAGTCATTGATGA-3′ | This study |
| R: 5′-TGATCTCCTTGCCAATGGTGTA-3′ | |||
| Diacylglycerol kinase zeta | DGKZ | F: 5′-TCCCGGAGAAAGTGTGCAGC-3′ | This study |
| R: 5′-GAGCCCGATTCACGGAAGGA-3′ | |||
| 14-3-3 protein zeta/delta | YWHAZ | F: 5′-GCATCCCACAGACTATTTCC-3′ | [ |
| R: 5′-GCAAAGACAATGACAGACCA-3′ | |||
| DDB1 and CUL4 associated factor 11 | DCAF11 | F: 5′-CGCTGAGCAGGCTTTGCTTT-3′ | This study |
| R: 5′-GAGAGGGCCTGGATGAGCTG-3′ | |||
| EGF-like, fibronectin type III, and laminin G domains | EGFLAM | F: 5′-CCGTTTTCTCACTTCGGCCC-3′ | This study |
| R: 5′-CGAAGGGCCCACACAAGTCT-3′ |
sEVs, small extracellular vesicles; qRT-PCR, quantitative real-time polymerase chain reaction; F, forward; R, reverse.
Figure 1Characterization of milk sEVs. (A) Transmission electron microscopy analysis showed the bilayer spherical shape of milk sEVs (Scale bar shows 200 nm in diameter). (B) Nanoparticle tracking analysis determined the size distribution of milk sEVs (A representative data from cattle no. 6 was shown (mean peak size < 200 nm in diameter).
Cycle threshold values from the qRT-PCR analysis of eight candidate putative internal control genes in milk sEVs.
| Sample | TUB | ACTB | YWHAZ | DGKZ | DCAF11 | STATH | ETFDH | EGFLAM |
|---|---|---|---|---|---|---|---|---|
| 1 | 26.99 | 29.26 | 34.63 | 27.80 | 33.01 | 31.49 | 34.03 | 36.74 |
| 2 | 21.94 | 26.24 | 26.61 | 28.94 | 30.63 | 33.16 | 32.44 | 30.60 |
| 3 | 23.17 | 27.23 | 28.60 | 29.54 | 29.84 | 31.12 | 33.09 | 38.62 |
| 4 | 20.29 | 23.15 | 24.63 | 27.61 | 26.48 | 28.92 | 31.39 | 34.06 |
| 5 | 25.94 | 28.49 | 30.35 | 30.68 | 37.10 | 31.62 | 31.54 | 35.42 |
| 6 | 18.62 | 20.39 | 22.19 | 32.52 | 22.55 | 36.73 | 31.51 | 33.42 |
| CT (av.) | 22.83 | 25.79 | 27.84 | 29.51 | 29.94 | 32.17 | 32.33 | 34.81 |
| STDEV | 3.23 | 3.40 | 4.40 | 1.86 | 5.06 | 2.61 | 1.07 | 2.79 |
| CV | 0.14 | 0.13 | 0.16 | 0.06 | 0.17 | 0.08 | 0.03 | 0.08 |
sEVs, small extracellular vesicles; qRT-PCR, quantitative real-time polymerase chain reaction; av., average; STDEV, standard deviation; CV, coefficient of variation.
Figure 2Candidate internal control genes stability in milk sEVs were analyzed by geNorm (A), NormFinder (B), BestKeeper (C), ΔCT (D), and geomean of ranking value by RefFinder (E).
Repeated pairwise correlation analysis among eight putative internal control genes in milk sEVs and with the BestKeeper index.
| Pearson Correlation Coefficient (r) | ||||||||
|---|---|---|---|---|---|---|---|---|
| ACTB | TUB | DCAF11 | YWHAZ | ETFDH | STATH | EGFLAM | DGKZ | |
| TUB | 0.96 | - | - | - | - | - | - | - |
| 0.00 | - | - | - | - | - | - | - | |
| DCAF11 | 0.92 | 0.91 | - | - | - | - | - | - |
| 0.01 | 0.01 | - | - | - | - | - | - | |
| YWHAZ | 0.94 | 0.98 | 0.82 | - | - | - | - | - |
| 0.01 | 0.001 | 0.05 | - | - | - | - | - | |
| ETFDH | 0.65 | 0.62 | 0.33 | 0.75 | - | - | - | - |
| 0.16 | 0.19 | 0.52 | 0.08 | - | - | - | - | |
| STATH | −0.47 | −0.40 | −0.42 | −0.41 | −0.15 | - | - | - |
| 0.35 | 0.44 | 0.41 | 0.43 | 0.78 | - | - | - | |
| EGFLAM | 0.45 | 0.51 | 0.28 | 0.54 | 0.48 | −0.38 | - | - |
| 0.37 | 0.31 | 0.59 | 0.27 | 0.34 | 0.46 | - | - | |
| DGKZ | −0.45 | −0.36 | −0.28 | −0.46 | −0.46 | 0.82 | −0.11 | - |
| 0.37 | 0.48 | 0.60 | 0.36 | 0.36 | 0.05 | 0.84 | - | |
| BestKeeper vs. r | 0.96 | 0.98 | 0.90 | 0.95 | 0.64 | 0.001 | 0.54 | 0.001 |