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. 2021 Oct 24;10(1):483–492. doi: 10.1080/21623945.2021.1982526

MicroRNA-378 regulates adipogenic differentiation in bovine intramuscular preadipocytes by targeting CaMKK2

Dongwei Li a,b,✉,+, Heng Wang a,+, Yongmin Li b, Changqing Qu c, Yunhai Zhang a, Hongyu Liu a,, Xiaorong Zhang a,
PMCID: PMC8547835  PMID: 34693860

ABSTRACT

Intramuscular fat, as one of the most important palatability attribute of beef carcase, is the primary determinant of beef quality. The research of adipogenesis mechanism would provide new insight into intramuscular fatty deposition. Here, the role of microRNA-378 was investigated during bovine adipogenic differentiation. It was revealed that miR-378 expression exists variably in bovine major tissue and organs by RT-qPCR. It was predicted that miR-378 targets CaMKK2, as an AMPKα kinase, by DIANA Tools. For better research, primary preadipocytes with stable transfection for up-/down-regulated expression of miR-378 were constructed by lentiviral vectors with GFP gene. The analyses of qPCR showed that PPARγ and adiponectin mRNA levels increased, but C/EBPβ, pref-1 and CaMKK2 mRNA levels decreased during adipogenic differentiation. When miR-378 was overexpressed, preadipocytes proliferation became slower, there are more cellular lipid droplets, and PPARγ and C/EBPβ mRNA levels were higher, but pref-1, adiponectin and CaMKK2 were lower than control groups. Luciferase assay and western blot analysis validated that miR-378 binds the nucleotide sites of the 3′- untranslated region of CaMKK2, which inhibits the mRNA and protein expression of CaMKK2. These findings suggest that miR-378 promotes adipogenic differentiation in bovine intramuscular preadipocytes by targeting CaMKK2 via AMPK signalling pathway.

KEYWORDS: Microrna-378, Camkk2, adipogenic differentiation, bovine, intramuscular preadipocytes

Introduction

With the improvement of human living standards in modern society, the quality of food is paid more and more attention, people′s ideas from how to eat to how to eat well and healthily transition. People usually avoid eating too much fat. Fat (adipose tissue) originates from the propagation and differentiation of resident precursors represented by preadipocytes (hyperplasia) and the increase in size of adipocytes (hypertrophy), which plays important roles in energy balance as the fat storage depot for excess calories, some hormones and cytokines secretion, and the pathogenesis of many diseases such as obesity-related disorders [1]. However, beef fat is increasingly being valued by breeders for the flavour as well as its high protein value as a food source. During the growth and development of beef cattle, sufficient intramuscular adipose may improve beef tenderness and palatability, which is of huge interest for breeders and meat-eaters. Nevertheless, only improving the intramuscular adipose is very difficult. Adipogenesis is a complex biological process regulated by a cascade of transcription factors, including the proliferation, differentiation and maturation of preadipocytes. In the past decade, the research on adipogenesis is focused on human and experimental models rather than livestock, especially beef cattle. Currently, the mechanism of adipogenesis in beef intramuscular fat has not been clearly elucidated.

MicroRNAs (miRANs) are endogenous, single-stranded, noncoding RNA molecules, consisting of 20–24 nucleotides approximately, which primarily regulate mRNA transcription by targeting 3′-untranslated region (3′-UTR) of genes [2]. Now the special roles of many miRNAs in biology, pathology and others are unclear, functional characterizations of which suggest that they are unable to be ignored in processes of animal growth, development and physiology [3–5]. MiRNAs regulate the adipogenesis involving signal pathways, including PPAR, MAPK, cAMP/PKA and Wnt, or transcription factors such as PPARγ and C/EBPs and other series of genes [6,7]. For examples: miR-33a, miR-145, miR-150, miR-376a and miR-2400 could regulate bovine adipogenesis by targeting different genes of interest or changing the activity of special signalling pathways [8–12]. It was reported that miR-378/378* controls mitochondrial metabolism, systemic energy homoeostasis, including the size increase of lipid droplets and triacylglycerol generation against obesity [13–15]. MiR-378 and its host gene peroxisome proliferative activated receptor gamma coactivator 1β (PPARGC1β, PGC1β) were responsive to the PPARγ ligand rosiglitazone, allowing both to function synergistically in the regulation of lipid metabolism [16]. In previous researches, miR-378 regulates bovine adipogenesis by targeting PPARγ, mitogen-activated protein kinase 1, E2F transcription factor 2 and Ras-related nuclear-binding protein 10 [17,18]. However, the role of miR-378 in the differentiation of bovine intramuscular adipocytes remains unclear. In current study, we examined the expression of miR-378 in bovine intramuscular preadipocytes, majority of organs and tissue and investigated the effects of miR-378 on intramuscular preadipocytes propagation, differentiation and the underlying regulatory pathway, so as to provide references for improvement of beef quality.

Material and methods

Animal

Two newborn healthy bullocks were selected from the Easter Anhui Cattle Conservation Farm (Fengyang, Anhui Province, China). The longissimus thoracis muscles were collected under sterile conditions from the bullocks after they were euthanized as painless as possible according to the guidelines of livestock and poultry slaughtering procedure (GB/T 19477–2018).

Preadipocytes isolation and cell culture

Primary preadipocytes were pooled from the longissimus dorsi muscles of several local cattle under good conditions. After samples were transported to the lab as soon as possible, the primary preadipocytes were cultured in the DMEM/F12 medium (Hyclone, USA) containing 10% foetal bovine serum (Hyclone, USA) in the 5% CO2 humidified atmosphere at 37.5°C. Once growth of cells was in close proximity to 100% confluence, the mixture of 0.2 μM insulin, 0.1 μM 3-isobutyl-1-methylxanthine, 0.1 μM dexamethasone and 0.1 μM rosiglitazone (Sigma, USA) was decanted into the DMEM/F12 to induce preadipocyte differentiation.

Oil Red O staining extraction assay

The adipocytes were stained with Oil Red O. In brief, after the medium was removed, the adipocytes were rinsed twice gently with phosphate buffer solution and subsequently fixed with 4% paraformaldehyde solution at approximately 25°C for 30 minutes. Then, these cells were washed twice carefully with phosphate buffer solution and stained with Oil Red O working solution (3:2 dilution in distilled water and filtered with filter paper) for 30 minutes. The cells were then rinsed three times with phosphate buffer solution. The stained adipocytes were visualized under a light microscope, and the triglyceride content of the adipocytes was evaluated after isopropanol extraction by a UV-VIS spectrophotometer at 490 nm.

Lentiviral vector construction

The miR-378 (MIMAT0009305) sequence was acquired from miRBase. The sequences of cDNA containing the miR-378 precursor, antagomir or negative base pairs were synthesized according to the desired gene sequence (Supplementary Fig. S1, Supplementary Table S1) and then the cDNA sequences were introduced into pcDNA™ 6.2-GW/EmGFP miR expression vectors after the oligonucleotide chains were annealed to generate recombinant clones by the BLOCK-iT™ Pol II miR RNAi Expression Vector Kit with EmGFP (Invitrogen, USA). The recombinant vectors were transformed into DH5α cells and verified by sequencing. The purified recombinant vectors were linearized with EagI (NEB, USA). Lentiviral vectors were constructed with the BP and LR recombination reaction system containing pDONR221 and the pLenti6.3/V5-DEST vector (Invitrogen, USA). Then, 293 T cells were simultaneously transfected by the lentiviral vectors and the packaging vectors with Lipofectamine 2000 (Sigma, USA). The viral titre was measured by the well dilution method.

Cell transfection

Preadipocytes were seeded in 96-well culture plates. When these cells grew by 60–70% into the optimal infection stage, the preadipocytes were infected with 2 µl of the miR-378 recombinant lentivirus (titre: 1 × 108 TU/mL, MOI = 100) as the miR-378 overexpression group. The preadipocytes were infected with 2 µl of anti-miR-378 recombinant lentivirus (titre: 1 × 108 TU/mL, MOI = 100) as the anti-miR-378 group. And the preadipocytes were infected with 2 µl of the empty lentiviral vector (titre: 1 × 108 TU/mL, MOI = 100) as the empty vector group. The preadipocytes were not infected with lentivirus as the control group of untreated cells. The stabilized infected monoclonal cell lines with lentivirus were acquired by blasticidin S selection (optimal concentration: 5.0 µg/mL). The miR-378 mRNA expression level of monoclonal cells in each experimental group was measured by RT-qPCR.

PCR method

The genes mRNA expression levels were determined using SYBR-Green-based qPCR and the High Capacity cDNA Reverse Transcription Kit (Applied Biosystems) with the ABI StepOne Plus system (Applied Biosystems). The qPCR included an initial incubation at 95°C for 30 seconds, followed by 40 cycles of 95°C for 5 seconds and 60°C for 31 seconds. The relative miRNA expression levels were calculated using the delta delta Ct method with endogenous control of U6 snRNA. The reverse primer of miR-378 was Uni-miR qPCR primer (TaKaRa, China). Information regarding the other primer pairs used for qPCR is provided in Supplementary Table S2. The related quality tests for RNA extraction, reverse transcription, amplification efficiency of qPCR were performed as described in our previous publication [19].

Cells proliferation and migration

Preadipocytes proliferation was detected using the cell counting technique. These cells were seeded in 6-well culture dishes and counted every other day until they reached the stationary phase. The cell growth curves were plotted with arithmetic averages, and the cell doubling time (DT) was calculated with the formula DT = ΔT×lg2/(lgNt_lgN0). Among of the formula, T is the cell culture time, Nt is the number of cells in vitro culture at time T, and N0 is the initial number of cells in vitro culture.

After the preadipocytes were cultured for 24 hours under the standard conditions, the cell culture medium was replaced with serum-free medium. The serum-free medium including 50,000 cells was added into a single transwell, which was placed in one well of the 24-well plate filled with medium containing 10% FBS. After normal culturing for 8 hours, the cells on the bottoms of the trans-/intra-wells of the 24-well plates were observed and counted under an inverted microscope, respectively.

Dual luciferase reporter assay

Calcium/calmodulin-dependent protein kinase kinase 2 (CaMKK2) was predicted to be an important target gene of miR-378 by DIANA Tools. The 3′-UTR sequence and coding sequence of CaMKK2 were obtained from online databases of the National Center for Biotechnology Information, and the fragments were amplified by qPCR with the following primer pairs: 5′-ATGAGCTCGGTGTATGATCAGTTAG-3′ (forward) and 5′-ATAAGCTTTTCACAGTTACCCACACGG-3′ (reverse). More than 200 base pairs of the flanking regions of the binding sites were amplified inside the seed sequences predicted by bioinformatics, and the Hind III and Sac I restriction sites were both included in the amplified regions. The primer pairs for amplification of the mutant fragments by qPCR were 5′-GTCCCCTTTTGTAGCCAGCATTAAATAAA GAAAAAAGTTTACG-3′ (forward) and 5′-CGTAAACTTTTTTCTTTATTTAATGC TGGCTACAAAAGGGGAC-3′ (reverse). The qPCR conditions included an initial incubation at 94°C for 2 minutes, 35 cycles of 94°C for 30 seconds, 55°C for 30 seconds, and 68°C for 2 minutes, and 68°C for 8 minutes. Subsequently, 293 T cells were plated at 105 cells per well before transduction. Then, the cells were co-transfected with miR-378 mimics, inhibitors or negative control oligonucleotides., which were examined with the Dual-Glo luciferase assay system (Promega, USA) after 24 hours.

Western blot

Preadipocytes were collected when which grew by roughly 1 × 107 in vitro culture and washed with phosphate buffer solution. Then, the cells were added into the total protein extract, which contained less than 1 ml of protease inhibitor (SinoGene, Beijing). The protein concentration in the lysate was calculated by the Bradford protein assay reagent (SinoGene, Beijing). The protein products were separated by SDS-PAGE and then transferred to PVDF membranes. The membranes were incubated with the following primary antibodies: anti-CaMKK2 and anti-β-actin (Abcom, England). Subsequently, the membranes were immunoblotted with the secondary goat anti-rabbit antibody after incubating overnight with primary antibodies. The immunoreactivity was visualized by enhanced chemiluminescence (ECL, Engreen).

Statistical analysis

All data are presented as the means ± standard errors. One-way analysis of variance (ANOVA) was used to compare both groups, and SPSS software was used for multiple comparisons in the tests. P-values less than 0.05 and 0.01 were regarded as significant and highly significant, respectively.

Results

Expression of miR-378 in bovine major tissue, organs and intramuscular preadipocytes

The expression levels of miR-378 were examined in bovine major organs, tissue and preadipocytes by RT-qPCR. It is found that miR-378 expression levels were significantly different in the stomach, kidney, heart, liver, muscle, fat, uterus, ovary, and testis (Figure 1). Fibroblast-like bovine intramuscular preadipocytes were passaged and then induced into adipogenic differentiation before stopping growing with contact inhibition. The adipogenic differentiation of bovine intramuscular preadipocytes was examined with Oil Red O staining (Figure 2(a-d)). The expression level of miR-378 significantly increased after 7 days of adipogenic differentiation (Figure 3).

Figure 1.

Figure 1.

Relative expression levels of miR-378 in major bovine organs and tissue

Figure 2.

Figure 2.

(a) Morphology of preadipocytes after 2 days of adipogenic differentiation. (b) Morphology of preadipocytes after 7 days of adipogenic differentiation. (c) Oil Red O staining of adipocytes after 7 days of adipogenic differentiation. (d) Oil Red O staining of adipocytes after 7 days culture without adipogenic differentiation

Figure 3.

Figure 3.

Relative expression levels of miR-378 during adipogenic differentiation. All data are presented as the means ± SE, * P < 0.05

Effect of miR-378 on proliferation, migration and adipogenic differentiation of bovine intramuscular monoclonal preadipocytes with stable transfection

Primary preadipocyte lines with stable transfection for up-/down-regulated expression of miR-378 were constructed by lentiviral vectors with GFP gene, in order to investigate miR-378 effects on preadipocyte adipogenic differentiation. The preliminary test of lentiviral transduction demonstrated high efficiency (Supplementary Figure S2). The monoclonal preadipocytes, which were obtained via antibiotic-resistance-based selection after optimization of multiplicity of infection (MOI) by cloning cylinders, were found with stable over-/low-expression of miR-378 in an isolated culture system (Supplementary Figure S3, Supplementary Figure S4, Figure 4(a-c)). The results of the cell proliferation assays showed that the preadipocytes proliferation rate increased obviously, when miR-378 expression was inhibited. And the opposite happened, when miR-378 was overexpressed (Figure 5). The cell migration assay showed that the movement velocity of preadipocytes was increased, when miR-378 was overexpressed. When the expression of miR-378 was inhibited, the movement velocity was decreased (Figure 6; Supplementary Figure S6). Oil Red staining indicated that the triglyceride accumulation of adipocytes was decreased, when miR-378 expression was inhibited. But miR-378 overexpression raised the triglyceride level of adipocytes (Figure 7). When miR-378 was overexpressed, the mRNA levels of PPARγ, C/EBPβ and adiponectin were significantly increased, and the mRNA level of Pref-1 was decreased after 7 days of adipogenic differentiation. When miR-378 expression was inhibited, those demonstrations would be inversed (Figure 8(a-d)). The results suggested that miR-378 attenuates preadipocytes propagation, promote preadipocytes migration and adipogenic differentiation.

Figure 4.

Figure 4.

Relative expression levels of miR-378 in respective monoclonal preadipocytes. (a) Monoclonal preadipocytes in the neutral visual field; (b) Monoclonal preadipocytes in green fluorescent visual field. (c) Relative expression levels of miR-378 in monoclonal preadipocytes by qPCR (miR-378: miR-378 expression up-regulated preadipocytes; Anti-miR-378: miR-378 expression down-regulated preadipocytes; Vector along: preadipocytes transfected by lentiviral empty vector; Untreated: untreated preadipocytes. The following symbols are the same with these). All data are presented as the means ± SEs, * P < 0.05, ** P < 0.01

Figure 5.

Figure 5.

Proliferation curves of preadipocytes in groups. All data are presented as the means ± SE, * P < 0.05, ** P < 0.01

Figure 6.

Figure 6.

Effect of miR-378 expression level on the migration ability of preadipocytes. All data are presented as the means ± SE, * P < 0.05, ** P < 0.01

Figure 7.

Figure 7.

Cellular triglyceride content changes during bovine preadipocytes adipogenic differentiation (Blank: preadipocytes without induced adipogenic differentiation). All data are presented as the means

Figure 8.

Figure 8.

Relative expression levels of adipogenic genes during adipogenic differentiation. (a) Relative expression level of PPARγ mRNA. (b) Relative expression level of C/EBPβ mRNA. (c) Relative expression level of Pref-1 mRNA. (d) Relative expression level of adiponectin mRNA. All data are presented as the means ± SE, * P < 0.05, ** P < 0.01

MiR-378 regulate adipogenic differentiation of bovine intramuscular preadipocytes by targeting 3′-UTR of CaMKK2

CaMKK2, which is bound up with the AMPK physiologically in mammalian cells, was predicted to be an important target gene of miR-378 by DIANA Tools (Supplementary Figure S5). To verify that CaMKK2 is targeted by miR-378, dual luciferase reporter assay was performed. Sequence alignment of the 3′-UTR of CaMMK2 and miR-378 mature sequence was illustrated with the bioinformatics algorithm. The seed sequence in the 3′-UTR of CaMMK2 was mutated to detect the interaction of miR-378 and the 3′-UTR of CaMMK2, and then it was found that the relative luciferase activity was not influenced by miR-378 overexpression. However, the relative luciferase activity was strongly reduced when overexpressed miR-378 acted on the normal 3′-UTR of CaMMK2 (Figure 9(a)). The transcription and translation levels of CaMKK2 were examined after 1 day of adipogenic differentiation. When miR-378 was overexpressed, CaMKK2 mRNA and protein expression levels of preadipocytes were significantly lower than those of the untreated or blank-load-transfected preadipocytes by RT-qPCR and western blot analysis (Figure 9(b-c)).

Figure 9.

Figure 9.

MiR-378 facilitates adipogenic differentiation in bovine intramuscular preadipocytes by targeting CaMKK2. (a) miR-378 targets the 3′-UTR of CaMKK2, which is verified by the dual luciferase Reporter Assay. (b) Relative expression levels of CaMKK2 mRNA after 1 day and 7 days of adipogenic differentiation. (c) Effect of miR-378 expression on CaMKK2 protein translation by western blot. All data are presented as the means ± SE, * P < 0.05, ** P < 0.01

Discussion

Adipose cells are not only storage depots of triacylglycerol, but also secretors of adipokines exerting pleiotropic function under the impact of various cytokines, hormones and nutrients [20]. And intramuscular fatty deposition in livestock is crucial for meat quality, which would affect the taste and tenderness of meat. The adipogenesis of livestock includes a series of complex molecular events, and details of which remain unknown, such as the roles of miRNAs. Here, we investigated the contribution of miR-378 to bovine intramuscular adipogenic differentiation.

Bovine preadipocytes were obtained by the monoclonal culture system, and then were successfully transfected by lentiviral vectors for miR-378 expression up-/down- regulation. Primary preadipocytes present essential physiological characteristics than the commercial 3T3-L1, NIH-3T3, etc. The effects of miR-378 on intramuscular preadipocytes proliferation, migration, triglyceride accumulation and the mRNA expressions of key adipogenic genes were consistent with previous reports [14,18]. The novel binding sites for miR-378 were predicted in the 3′-UTR of bovine CaMKK2 by the bioinformatics algorithm, and then this was verified by the dual luciferase reporter assay and western blot. The expression of miR-378 was correlated inversely with luciferase activity in bovine intramuscular preadipocytes, as well as the mRNA and protein expressions of CaMKK2.

CaMKK2 exists in major internal organs, tissue and cells, involved in energy balance, glucose tolerance, inflammation, cancer and so on [21–25]. Nucleotides sequence analysis revealed species homogeneity in the protein-coding region, but heterogeneity in the 3′-UTR [20,26–29]. The functional mechanism of CaMKK2 is associated with AMPK. There is evidence that AMPK activation can inhibit preadipocyte differentiation [30,31]. As an alternative upstream kinase of AMPK, CaMKK2 phosphorylates AMPKα to reduce the mRNA levels of Pref-1 and Sox9 and then accelerate adipogenesis, which can be reversed by activation of 5-aminoimidazole-4-carboxamide ribonucleotide on AMPK [32–36]. A few researches are concerned with the correlation of miRNAs and CaMKK2 in cancer [37,38]. So far, no such association has been reported in adipogenesis.

In conclusion, we have provided evidence that miR-378 regulates adipocytes differentiation in bovine intramuscular preadipocyte and propose that miR-378 plays a partial role by targeting the 3′-UTR of CaMKK2 via AMPK signalling pathway. Further studies would be enlightened on miR-378-CaMKK2-AMPK pathway. It suggests that miR-378 plays an important role in fat deposit associated with special implications for some energy metabolism disequilibrium. The findings contribute to a better understanding of miRNA action on adipogenesis and provide a significant reference for future breeding research on beef intramuscular fat.

Supplementary Material

Supplemental Material

Acknowledgments

We would like to give our sincere appreciation to all friends for their helpful comments on this study.

Funding Statement

This work was funded by the National Natural Science Foundation of China (31101696), Program of National Beef Cattle and Yak Industrial Technology System (CARS-37), Anhui Province Higher School Natural Science Key Program of China (KJ2018A0350), Anhui Province Science and Technology Major Special Project (202003a06020020, 201904f06020018), Scientific Research Project of Cooperation between Fuyang Municipal Government and Fuyang Normal University (XDHX201736), and Ph.D. Research Startup Fund of Fuyang Normal University (2016);

Disclosure statement

The authors report no potential conflict of interest.

Data availability statement

The authors confirm that the data supporting the findings of this study are available within the article and its supplementary materials.

Supplementary material

Supplemental data for this article can be accessed here.

Author contributions

Xiaorong Zhang, Hongyu Liu and Dongwei Li designed research. Dongwei Li and Heng Wang performed experiments. Yongmin Li and Changqing Qu analysed the data and prepared figures. Dongwei Li and Yunhai Zhang drafted the manuscript. Xiaorong Zhang and Hongyu Liu edited and revised the manuscript. All authors have approved the final version of the manuscript.

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Data Availability Statement

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