Regulation of ACVR1 and ID2 by cell-secreted exosomes during follicle maturation in the mare
© da Silveira et al.; licensee BioMed Central Ltd. 2014
Received: 5 February 2014
Accepted: 23 May 2014
Published: 26 May 2014
Ovarian follicle growth and maturation requires extensive communication between follicular somatic cells and oocytes. Recently, intercellular cell communication was described involving cell-secreted vesicles called exosomes (50–150 nm), which contain miRNAs and protein, and have been identified in ovarian follicular fluid. The goal of this study was to identify a possible role of exosomes in follicle maturation.
Follicle contents were collected from mares at mid-estrous (~35 mm, before induction of follicular maturation) and pre-ovulatory follicles (30–34 h after induction of follicular maturation). A real time PCR screen was conducted to reveal significant differences in the presence of exosomal miRNAs isolated from mid-estrous and pre-ovulatory follicles, and according to bioinformatics analysis these exosomal miRNAs are predicted to target members belonging to the TGFB superfamily, including ACVR1 and ID2. Granulosa cells from pre-ovulatory follicles were cultured and treated with exosomes isolated from follicular fluid. Changes in mRNA and protein were measured by real time PCR and Western blot.
ACVR1 mRNA and protein was detected in granulosa cells at mid-estrous and pre-ovulatory stages, and real time PCR analysis revealed significantly lower levels of ID2 (an ACVR1 target gene) in granulosa cells from pre-ovulatory follicles. Exposure to exosomes from follicular fluid of mid-estrous follicles decreased ID2 levels in granulosa cells. Moreover, exosomes isolated from mid-estrous and pre-ovulatory follicles contain ACVR1 and miR-27b, miR-372, and miR-382 (predicted regulators of ACVR1 and ID2) were capable of altering ID2 levels in pre-ovulatory granulosa cells.
These data indicate that exosomes isolated from follicular fluid can regulate members of the TGFB/BMP signaling pathway in granulosa cells, and possibly play a role in regulating follicle maturation.
Mammalian antral follicular development is the last step of folliculogenesis and culminates in ovulation or atresia . This dynamic process requires extensive cross talk between follicular cells (theca, granulosa, cumulus and oocyte) [1–3], which is regulated by endocrine, paracrine and autocrine signaling. Recently, a new mechanism of intercellular communication mediated by cell-secreted vesicles was revealed . Cell-secreted vesicles, called exosomes (~50-150 nm) and microvesicles (~100-1000 nm), carry bioactive material such as mRNAs, microRNAs (miRNAs), and proteins in different body fluids and deliver their contents to recipient cells . Exosomes and microvesicles have been identified in ovarian follicular fluid of mares and cows, and these vesicles contain miRNAs and proteins [5, 6]. MiRNAs, small (~22 nucleotide) non-coding RNAs, regulate gene expression by complementary base-pair interactions in the 3’ untranslated region of mRNA targets, leading to mRNA cleavage or translational repression [7, 8]. Studies involving specific deletion of Dicer (necessary for mature miRNA synthesis) in ovaries demonstrate miRNAs are necessary for adult ovarian function and fertility . In addition, miRNA-21 is involved in regulation of granulosa cell apoptosis and corpus luteum formation in mice , and gonadotropins regulate miRNA expression and consequently control estradiol production in sheep . Finally, studies in mice reveal that transforming growth factor B (TGFB) induces miR-224 and miR-383 expression, which target Smad4 and Rbms1 thereby regulating estradiol production in response to gonadotropin stimulation [12, 13]. These studies clearly indicate that miRNAs are important regulators of ovarian function by controlling various aspects of follicular growth and development, and also demonstrate a role for the TGFB signaling pathway in regulating miRNA transcription, as well as miRNAs controlling TGFB family members expression and function during folliculogenesis .
The TGFB/BMP signaling family is necessary for follicle development and oocyte competence in mammals. Different studies have demonstrated the role of specific family members in theca cells, granulosa cells, cumulus cells and oocytes [2, 14]. Activins/Inhibins, BMPs, and GDFs are responsible for modulating the effects of both FSH and LH during all stages of follicle development. Therefore, understanding the mechanisms involved in regulating these signaling pathways is important to provide insight into the process of follicle growth and development and oocyte maturation.
Follicle development in the mare has been well described , and is characterized by follicular waves. Emergence of a follicular wave in the mare is defined by the presence of follicles between 6 and 13 mm in diameter, and deviation occurs in this growing cohort of follicles when an (immature) follicle obtains a diameter of ~22 mm while growth of subordinate follicles becomes static. The follicle reaches ~35-45 mm before ovulation is induced with a prolonged, periovulatory LH surge.
The overall goal of this study was to obtain a better understanding of the role of exosomes in follicle development and growth, and test the hypothesis that exosomes isolated from follicular fluid modulate TGFB/BMP signaling in granulosa cells. A miRNA profiling screen on exosomes isolated from mid-estrous and pre-ovulatory follicles identified miRNAs that are predicted to regulate the TGFB/BMP signaling members. In this study, we examined ACVR1 and ID2, two predicted targets of exosomal miRNAs, in granulosa cells and exosomes in follicular fluid of mid-estrous and pre-ovulatory ovarian follicles. In addition, we determined if exosomes isolated from follicular fluid of mid-estrous and pre-ovulatory follicles are capable of altering gene expression in pre-ovulatory granulosa cells.
Collection of ovarian follicular cells and fluid
Follicular fluid (10 ml) and granulosa cells were aspirated from dominant follicles (~35 mm before induction of follicular maturation - mid-estrus), and (30–34 h after induction of follicular maturation - pre-ovulatory) from young (3–12 yr) estrous mares (Equus Caballus) that were part of the clinical program at the Equine Reproduction Laboratory, CSU. All procedures were done in accordance with the Colorado State University Institutional Animal Care and Use Committee. Mares were housed on dry lots with water and hay. Reproductive tracts of the mares were examined using transrectal ultrasound. A synthetic prostaglandin analog cloprostenol sodium (250 mg of Estrumate® Merck, NJ, USA) was administered during two consecutive days beginning on day 5 or 7 following ovulation or aspiration. Mid-estrus dominant follicles were determined based on follicle growth and diameter (ultrasound), relaxed cervical tone and endometrial edema. For pre-ovulatory follicle collections, follicular maturation was induced by administration of hCG and/or deslorelin (2500 IU and 1.5 mg, respectively, iv), and follicular contents were collected 32 h later by transvaginal, ultrasound-guided follicular aspirations using a 12-GA needle [16, 17]. A sample of follicular fluid was collected and centrifuged at 300 × g for 10 min, 2000 × g for 10 min, 10000 × g for 30 min and later stored at -80°C until processed for exosome isolation. The follicle antrum was rinsed to recover granulosa cells. Red blood cells were removed by rinsing granulosa cells (3×) in PBS containing 0.02% polyvinyl alcohol (PVA). Approximately half of the sample was snap frozen and used for total RNA and protein isolation, whereas the rest of the granulosa cells were pipetted repeatedly to separate cells and placed in DMEM/F-12, (Invitrogen™ #11320-033, Carlsbad, CA, USA) with no addition of fetal bovine serum (FBS). Cells were cultured for 24 h and used in granulosa cell culture and exosome treatment experiments (see below).
Isolation of exosomes from follicular fluid
Exosomes were isolated from ovarian follicular fluid starting with the three first steps of differential centrifugation as described , followed by Exoquick™ (SBI System Biosciences, Inc, Mountain View, CA, USA) precipitation, a polymer-based reagent that precipitate exosomes. Briefly, following centrifugation, 400 μl of follicular fluid supernatant was added to 100 μl of Exoquick. This preparation was incubated overnight at 4°C and centrifuged at 1500 × g for 30 min to obtain an exosome pellet. Exosome pellets were resuspended in 250 μl of PBS (pH 7.4) and used for miRNAs real time PCR analysis (n = 6 mares at mid-estrus, and n = 6 mares at pre-ovulation).
Granulosa cell culture and exosome treatment
Granulosa cells from pre-ovulatory follicles were placed in 24-well dishes (Nunc, Inc. #142475, Waltham, MA, USA) at 37°C and density of 5×106 cells per well in 2 ml of DMEM/F-12 medium without FCS. Granulosa cells attached to the dishes and were confluent. Cells were cultured for 24 h and exposed to exosomes for 24 h (totalizing 48 h in culture). These culture conditions were modified based on Davidson, et al., 2002  Medium was replaced after the first day to remove any dead cells, and treatment started on the second day. Exosomes isolated from 800 μl of follicular fluid were resuspended in 250 μl of media. Treatment was composed of 1.75 ml of medium and 250 μl of resuspended exosomes. Control was composed of 2 ml of medium without the addition of exosomes. Granulosa cells from pre-ovulatory follicles (n = 4 mares) were placed in culture independently and treated with exosomes isolated from follicular fluid from pre-ovulatory (n = 4 mares) or mid-estrus (n = 4 mares) follicles, or not treated with isolated exosomes. Cells and exosomes were collected and used for total RNA and protein isolation.
Western blot analysis
Antibodies utilized for Western blot analysis
Antibody raised against a peptide mapping to the N-terminus of ACVR1 of human origin
Horseradish peroxidase conjugated anti-goat secondary antibody
Antibody raised against ACTB of avian origin
Horseradish peroxidase conjugated anti-mouse secondary antibody
mRNA and miRNA isolation and reverse transcription
Total RNA including miRNA was isolated from exosome preparations using TRI Reagent ®BD (Molecular Research, Inc., Cincinnati, OH, USA), according to the manufacturer’s instructions. RNA concentration and purity were determined using the NanoDrop ND-1000 spectrophotometer. Samples were stored at -80°C until further use.
Quantifiable, reverse transcribed mRNA was generated using qScript™ cDNA Synthesis Kit (Quanta Biosciences Cat#95047, Gaithersburg, MD, USA), which contains both random and oligo (dT) primers, according to the manufacture’s instructions. Briefly, the reverse transcription reaction was carried out using approximately 30 ng of total RNA for each selected gene. RNA was incubated with 5× qScript Reaction Mix, qScript Reverse Transcriptase, and DNase-free water at 22°C for 5 min, at 42°C for 30 min, and at 85°C for 5 min.
Quantifiable, reverse transcribed miRNAs were generated using the miScript PCR System (Qiagen® #218193, Venlo, Limburg, Netherlands) according to the manufacturer’s instructions. Briefly, the reverse transcription reaction was carried out with approximately 100 ng of total RNA for 384 miRNAs. Total RNA, including the small RNA fraction, was incubated with 5X miScript HiFlex Buffer, 10X miScript Nucleic Mix, RNase-free water, and miScript Reverse Transcriptase at 37°C for 60 min followed by 5 min at 95°C.
Real-time PCR expression analysis of mRNAs and miRNAs
Primers used for real-time PCR analysis and normalized Ct values in granulosa cells
Primer forward: 5′-3’
Primer reverse: 5′-3
Average (Δ) Ct ± SEM
Annealing temperature °C
Fragment size (bp)
8.95 ± 0.32
13.99 ± 0.39
0.8 ± 0.43
13.93 ± 0.70
16.21 ± 0.75
2.05 ± 0.57
4.23 ± 0.70
13.03 ± 0.38
14.58 ± 0.82
2.68 ± 0.27
10.02 ± 0.51
2.37 ± 0.18
The relative levels of 384 mature miRNAs were examined in exosome preparations isolated from follicular fluid of different mares at mid-estrus (n = 6 mares) and pre-ovulatory (n = 6 mares), using Human miRNome Profiler plates (SBI) with miRNA sequences conserved between horses and humans. Based on the initial PCR screen, miRNAs were considered for second analysis if present in at least 3 out of six samples and significantly different between groups. Selected miRNAs were analyzed using DIANA TOOLS  as a group since they were contained within exosomes. Based on the initial screen, levels of mature miRNAs predicted to target members of the TGFB superfamily were examined in granulosa cells and exosomes isolated from follicular fluid, as well as cells in culture after treatment with exosomes from mid-estrus follicles (n = 4 mares) and pre-ovulatory follicles (n = 4 mares). Each analysis was performed in 6 μl reactions containing 2X SYBR Green I master mix (Roche Applied Sciences, Indianapolis, IN, USA), 10 μM Universal reverse primer (Qiagen, Venlo, Limburg, Netherlands) and miRNA specific forward primer, and 0.03 μl cDNA. Real-time PCR was conducted using the LightCycler480 PCR system (Roche Applied Sciences, Indianapolis, IN, USA) in 384-well plates. The PCR cycle conditions were as followed: 95°C for 5 min, 45 cycles of 95°C for 10 sec, 55°C for 15 sec, and 72°C for 15 sec followed by a melt curve analysis to confirm amplification of single cDNA products. To identify differences in the presence of exosomal miRNAs isolated from follicular fluid or miRNAs in granulosa cells, raw Ct values were normalized to miR-99b; invariable present in all samples (mid-estrous Ct = 19.5 ± 0.6, pre-ovulatory Ct = 19.7 ± 0.5).
Data presented a normal distribution and statistical differences were assessed using an unpaired Student’s t-test. Normalized data were compared between follicular stage groups, using the average of at least three samples per group and data were plotted as 1/ΔCt.
Presence of ACVR1 and ID2 during antral follicle development
Relative levels of miRNAs predicted to target ACVR1 and ID2 in granulosa cells and exosomes
Granulosa cell treatment with exosomes isolated from follicular fluid from mid-estrous and pre-ovulatory follicles
To complement changes observed in mRNA levels, relative protein levels were determined using Western blot analysis. Initial efforts focused on ACVR1, and Western blot analysis detected a band of ~ 50 kDa band. Treatment of granulosa cells with exosomes collected from follicular fluid of mid-estrous and pre-ovulatory follicles tended to increase ACVR1 protein (P < 0.07) compared to control granulosa cells; however, Western blot results were variable (Figure 4B).
Presence of ACVR1 in exosomes
The goal of this study was to demonstrate that exosomes isolated from follicular fluid of equine ovarian follicles at mid-estrous and pre-ovulatory stages could regulate gene expression in granulosa cells during follicular maturation. Initially this was based on bioinformatics analysis, which revealed that exosomal miRNAs are predicted to target and regulate 44 genes of the TGFB/BMP signaling family. Of the initial 12 genes profiled in equine granulosa cells, we focused on ACVR1 and ID2.
ACVR1 (also known as ALK2) is a receptor involved in regulating ID2 expression and the BMP response pathway, which in turn is known for its importance during follicular development [2, 14]. During bovine follicle development, both FSH and estradiol regulate ACVR1, and BMP7 signaling through ACVR2A/ACVR1 in granulosa cells is thought to play a role in follicle growth . Furthermore, ACVR1 levels in granulosa cells increase with follicle size [23, 24]. Similarly, ID2 levels increase during follicle development in hens, and are highest in fully differentiated granulosa cells and cumulus-oocyte-complexes in pigs. It has been proposed that ID2 is necessary for increasing LH receptor levels [25, 26]. Interestingly, in addition to BMP/ACVR1 signaling, CCAAT enhancer binding protein (C/EBP)B also regulates Id2 expression , and C/EBPB knockout female mice are sterile and exhibit a failure of granulosa cell differentiation in periovulatory follicles . In this study we detected ACVR1 mRNA and protein in equine granulosa cells collected from mid-estrus and pre-ovulatory follicles. Although ACVR1 levels were not different between mid-estrous and pre-ovulatory granulosa cells, average ACVR1 protein levels appeared ~3 fold higher (not significantly) in pre-ovulatory granulosa cells. ACVR1 increases with follicular size; however, no significant difference was observed between immature and mature follicles in cattle .
Based on previous findings that miRNA-148a regulates ACVR1, and consequently down-regulate SMADs and ID2 , we determined the relative level of miRNAs predicted to target ACVR1 and ID2 in both granulosa cells and follicular fluid exosomes. We were unable to detect miR-148a in isolated exosomes from equine ovarian follicular fluid, but did identify other exosomal miRNAs predicted to target ACVR1 and ID2. MiRNA-27b (predicted regulator of ACVR1 and ID2) was not detected in granulosa cells consistently, however was detected at significantly higher levels in exosomes isolated from mid-estrous follicles. The source of exosomal miR-27b in follicular fluid is unclear. Analyzing miRNA cDNA libraries obtained from sheep ovarian follicles  revealed that medium size follicles have increased abundance of miR-27b compared to pre-ovulatory follicles, although the definite follicular cell type that expresses this miRNA is not known . Interestingly, miR-27b was present at higher levels in cumulus cells from pre-ovulatory follicles of young compared to old mares .
MiR-372 and miR-382 (predicted regulators of ACVR1) levels were elevated in granulosa cells from mid-estrous follicles compared to pre-ovulatory follicles (miR-382 was not detected in granulosa cells from pre-ovulatory follicles). This expression pattern was recapitulated in exosomes collected from follicular fluid. In addition to ACVR1, miR-372 is involved in regulation of cell cycle inhibitors p21, p27 and p53 , that affect cell proliferation and differentiation. Interestingly, miR-382 has been identified in the ovarian cortex of bovine, and not in the cumulus cells or corpus luteum, suggesting this miRNA originates from theca or stromal cells .
To further investigate a possible function for exosomes on granulosa cells, we performed an in vitro experiment using pre-ovulatory granulosa cells and treatment with or without exosomes isolated from follicular fluid of mid-estrous or pre-ovulatory follicles. Initially, we evaluated the level of ACVR1 and demonstrate that levels were significantly decreased in pre-ovulatory granulosa cells following exposure to exosomes from either mid-estrous or pre-ovulatory follicles. Combined with the observation that follicular fluid exosomes contain miR-372 and miR-382, and levels increase in granulosa cells following exosome treatment, it is possible these exosomal miRNAs regulate ACVR1 levels in pre-ovulatory granulosa cells. Moreover, miR-27b also is predicted to target ID2, which was down-regulated in pre-ovulatory granulosa cells following exosomes treatment. Analysis of ACVR1 protein level in pre-ovulatory granulosa cells indicates ACVR1 levels are ~ 3 fold higher compared to mid-estrous granulosa cells. This could be explained if exosomes contain ACVR1 themselves and is transferred to granulosa cells. Previously, ACVR1 was identified in exosomes originating from MC/9 murine cells and SW480 human colorectal carcinoma cells [33, 34]. We observed exosomes from mid-estrous follicles had higher levels of ACVR1 mRNA (~3.7 fold) and protein (~1.8 fold) compared to exosomes from pre-ovulatory follicles. However, the relative level of ACVR1 protein was quite variable in exosomes, which could be due to heterogeneous population of follicular fluid derived exosomes, and it is unclear if granulosa cells, cumulus cells, or both release exosomes containing ACVR1. Overall these data indicate that exosomes isolated from follicular fluid of mid-estrous follicles possibly transfer ACVR1 mRNA and/or protein.
In the current study we identified a role of exosomes in regulating TGFB/BMP signaling in follicular cells. In vitro experiments using exosome treatments to granulosa cells revealed altered levels of a number of TGFB/BMP family members, and indicate a role for exosomes in regulating ACVR1 signaling and ID2 function in granulosa cells during follicle maturation possibly through direct delivery of ACVR1 present in exosomes. Future experiments will focus on identifying exosomes as delivery vehicles of TGFB/BMP family members.
This study was supported by benefactors for the Preservation of Equine Genetics, Cecil and Irene Hylton Foundation, and financial support from the Abney Foundation, Ed H. Honnen Award, the France Stone Scholarship, and the Assisted Reproduction Program at Colorado State University.
The authors like to thank Drs. Lisa McLellan and Dawn Sessions-Bresnahan for their help with management of the mares. We also like to thank Drs. Jacobo Rodriguez, Julhiano Rossini and Bernardo Rodrigues for their help with the experimental design and the follicular aspirations, Jennifer Halleran, Stephanie Krick and Werner Glanzner for their help in the laboratory. Finally, we are grateful to the staff and students at the Equine Reproduction Laboratory for all their help with the animal husbandry and sample collections.
- Fortune JE: Ovarian follicular growth and development in mammals. 1994, 232: 225-232.Google Scholar
- Knight PG, Glister C: TGF-beta superfamily members and ovarian follicle development. Reproduction. 2006, 132: 191-206. 10.1530/rep.1.01074.View ArticlePubMedGoogle Scholar
- Matzuk MM, Burns KH, Viveiros MM, Eppig JJ: Intercellular communication in the mammalian ovary: oocytes carry the conversation. Science. 2002, 296: 2178-2180. 10.1126/science.1071965.View ArticlePubMedGoogle Scholar
- Raposo G, Stoorvogel W: Extracellular vesicles: exosomes, microvesicles, and friends. J Cell Biol. 2013, 200: 373-383. 10.1083/jcb.201211138.PubMed CentralView ArticlePubMedGoogle Scholar
- Da Silveira JC, Veeramachaneni DNR, Winger QA, Carnevale EM, Bouma GJ: Cell-secreted vesicles in equine ovarian follicular fluid contain miRNAs and proteins: a possible new form of cell communication within the ovarian follicle. Biol Reprod. 2012, 86: 71-10.1095/biolreprod.111.093252.View ArticlePubMedGoogle Scholar
- Sohel MMH, Hoelker M, Noferesti SS, Salilew-Wondim D, Tholen E, Looft C, Rings F, Uddin MJ, Spencer TE, Schellander K, Tesfaye D: Exosomal and Non-exosomal transport of extra-cellular microRNAs in follicular fluid: implications for bovine oocyte developmental competence. PLoS One. 2013, 8: e78505-10.1371/journal.pone.0078505.PubMed CentralView ArticlePubMedGoogle Scholar
- Bartel DP: MicroRNAs: target recognition and regulatory functions. Cell. 2009, 136: 215-233. 10.1016/j.cell.2009.01.002.PubMed CentralView ArticlePubMedGoogle Scholar
- Huntzinger E, Izaurralde E: Gene silencing by microRNAs: contributions of translational repression and mRNA decay. Nat Rev Genet. 2011, 12: 99-110. 10.1038/nrg2936.View ArticlePubMedGoogle Scholar
- Nagaraja AK, Andreu-Vieyra C, Franco HL, Ma L, Chen R, Han DY, Zhu H, Agno JE, Gunaratne PH, DeMayo FJ, Matzuk MM: Deletion of dicer in somatic cells of the female reproductive tract causes sterility. Mol Endocrinol. 2008, 22: 2336-2352. 10.1210/me.2008-0142.PubMed CentralView ArticlePubMedGoogle Scholar
- Carletti MZ, Christenson LK: MicroRNA in the ovary and female reproductive tract. J Anim Sci. 2009, 87 (14 Suppl): E29-E38.PubMed CentralView ArticlePubMedGoogle Scholar
- Donadeu FX, Schauer SN, Sontakke SD: Involvement of miRNAs in ovarian follicular and luteal development. J Endocrinol. 2012, 215: 323-334. 10.1530/JOE-12-0252.View ArticlePubMedGoogle Scholar
- Yao G, Yin M, Lian J, Tian H, Liu L, Li X, Sun F: MicroRNA-224 is involved in transforming growth factor-beta-mediated mouse granulosa cell proliferation and granulosa cell function by targeting Smad4. Mol Endocrinol. 2010, 24: 540-551. 10.1210/me.2009-0432.View ArticlePubMedGoogle Scholar
- Yin M, Lü M, Yao G, Tian H, Lian J, Liu L, Liang M, Wang Y, Sun F: Transactivation of microRNA-383 by steroidogenic factor-1 promotes estradiol release from mouse ovarian granulosa cells by targeting RBMS1. Mol Endocrinol. 2012, 26: 1129-1143. 10.1210/me.2011-1341.View ArticlePubMedGoogle Scholar
- Edson MA, Nagaraja AK, Matzuk MM: The mammalian ovary from genesis to revelation. Endocr Rev. 2009, 30: 624-712. 10.1210/er.2009-0012.PubMed CentralView ArticlePubMedGoogle Scholar
- Donadeu FX, Pedersen HG: Follicle development in mares. Reprod Domest Anim. 2008, 43 (Suppl 2): 224-231.View ArticlePubMedGoogle Scholar
- Carnevale EM, Maclellan LJ: Collection, evaluation, and use of oocytes in equine assisted reproduction. Vet Clin North Am Equine Pract. 2006, 22: 843-856. 10.1016/j.cveq.2006.09.001.View ArticlePubMedGoogle Scholar
- Bézard J, Mekarska A, Goudet G, Duchamp G, Palmer E: Timing of in vivo maturation of equine preovulatory oocytes and competence for in vitro maturation of immature oocytes collected simultaneously. Equine Vet J. 1997, 25: 33-37.Google Scholar
- Théry C, Clayton A, Amigorena S, Raposo G: Isolation and characterization of exosomes from cell culture supernatants and biological fluids. Curr Protoc cell Biol. 2006, Chapter 3:Unit: 3.22-3.22.1–3.22.29.Google Scholar
- Davidson TR, Chamberlain CS, Bridges TS, Spicer LJ: Effect of follicle size on in vitro production of steroids and insulin-like growth factor (IGF)-I, IGF-II, and the IGF-binding proteins by equine ovarian granulosa cells. Biol Reprod. 2002, 66: 1640-1648. 10.1095/biolreprod66.6.1640.View ArticlePubMedGoogle Scholar
- Kayis SA, Atli MO, Kurar E, Bozkaya F, Semacan A, Aslan S, Guzeloglu A: Rating of putative housekeeping genes for quantitative gene expression analysis in cyclic and early pregnant equine endometrium. Anim Reprod Sci. 2011, 125: 124-132. 10.1016/j.anireprosci.2011.02.019.View ArticlePubMedGoogle Scholar
- Klein C, Rutllant J, Troedsson MH: Expression stability of putative reference genes in equine endometrial, testicular, and conceptus tissues. BMC Res Notes. 2011, 4: 120-10.1186/1756-0500-4-120.PubMed CentralView ArticlePubMedGoogle Scholar
- Vlachos IS, Kostoulas N, Vergoulis T, Georgakilas G, Reczko M, Maragkakis M, Paraskevopoulou MD, Prionidis K, Dalamagas T, Hatzigeorgiou AG: DIANA miRPath v.2.0: investigating the combinatorial effect of microRNAs in pathways. Nucleic Acids Res. 2012, 40 (Web Server issue): W498-W504.PubMed CentralView ArticlePubMedGoogle Scholar
- Shimizu T, Jayawardana BC, Nishimoto H, Kaneko E, Tetsuka M, Miyamoto A: Involvement of the bone morphogenetic protein/receptor system during follicle development in the bovine ovary: hormonal regulation of the expression of bone morphogenetic protein 7 (BMP-7) and its receptors (ActRII and ALK-2). Mol Cell Endocrinol. 2006, 249: 78-83. 10.1016/j.mce.2006.01.015.View ArticlePubMedGoogle Scholar
- Glister C, Satchell L, Knight PG: Changes in expression of bone morphogenetic proteins (BMPs), their receptors and inhibin co-receptor betaglycan during bovine antral follicle development: inhibin can antagonize the suppressive effect of BMPs on thecal androgen production. Reproduction. 2010, 140: 699-712. 10.1530/REP-10-0216.View ArticlePubMedGoogle Scholar
- Johnson AL, Haugen MJ, Woods DC: Role for inhibitor of differentiation/deoxyribonucleic acid-binding (Id) proteins in granulosa cell differentiation. Endocrinology. 2008, 149: 3187-3195. 10.1210/en.2007-1659.View ArticlePubMedGoogle Scholar
- Verbraak EJC, Veld EM V ’t, Groot Koerkamp M, Roelen BA J, van Haeften T, Stoorvogel W, Zijlstra C: Identification of genes targeted by FSH and oocytes in porcine granulosa cells. Theriogenology. 2011, 75: 362-376. 10.1016/j.theriogenology.2010.09.008.View ArticlePubMedGoogle Scholar
- Karaya K, Mori S, Kimoto H, Shima Y, Tsuji Y, Kurooka H, Akira S, Yokota Y: Regulation of Id2 expression by CCAAT/enhancer binding protein beta. Nucleic Acids Res. 2005, 33: 1924-1934. 10.1093/nar/gki339.PubMed CentralView ArticlePubMedGoogle Scholar
- Sterneck E, Tessarolo L, Johnson P: An essential role for C/EBPb in female reproduction. Genes Dev. 1997, 11: 2153-2162. 10.1101/gad.11.17.2153.PubMed CentralView ArticlePubMedGoogle Scholar
- Song H, Wang Q, Wen J, Liu S, Gao X, Cheng J, Zhang D: ACVR1, a therapeutic target of fibrodysplasia ossificans progressiva, is negatively regulated by miR-148a. Int J Mol Sci. 2012, 13: 2063-2077. 10.3390/ijms13022063.PubMed CentralView ArticlePubMedGoogle Scholar
- McBride D, Carré W, Sontakke SD, Hogg CO, Law A, Donadeu FX, Clinton M: Identification of miRNAs associated with the follicular-luteal transition in the ruminant ovary. Reproduction. 2012, 144: 221-233. 10.1530/REP-12-0025.View ArticlePubMedGoogle Scholar
- Sirotkin AV, Lauková M, Ovcharenko D, Brenaut P, Mlyncek M: Identification of microRNAs controlling human ovarian cell proliferation and apoptosis. J Cell Physiol. 2010, 223: 49-56.PubMedGoogle Scholar
- Hossain MM, Ghanem N, Hoelker M, Rings F, Phatsara C, Tholen E, Schellander K, Tesfaye D: Identification and characterization of miRNAs expressed in the bovine ovary. BMC Genomics. 2009, 10: 443-10.1186/1471-2164-10-443.PubMed CentralView ArticlePubMedGoogle Scholar
- Hong BS, Cho J-H, Kim H, Choi E-J, Rho S, Kim J, Kim JH, Choi D-S, Kim Y-K, Hwang D, Gho YS: Colorectal cancer cell-derived microvesicles are enriched in cell cycle-related mRNAs that promote proliferation of endothelial cells. BMC Genomics. 2009, 10: 556-10.1186/1471-2164-10-556.PubMed CentralView ArticlePubMedGoogle Scholar
- Valadi H, Ekström K, Bossios A, Sjöstrand M, Lee JJ, Lötvall JO: Exosome-mediated transfer of mRNAs and microRNAs is a novel mechanism of genetic exchange between cells. Nat Cell Biol. 2007, 9: 654-659. 10.1038/ncb1596.View ArticlePubMedGoogle Scholar
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