229 EXPRESSION OF mRNA ENCODING GLYCOLYTIC ENZYMES IN BOVINE CUMULUS CELLS DURING IN VITRO MATURATION: EFFECTS OF TIME AND FSH
Bibliographic record
Abstract
Mammalian oocytes require pyruvate as an energy source for growth and resumption of meiosis. Because oocytes are not competent to carry out glycolysis, cumulus cells (CC) are responsible for metabolizing glucose into pyruvate and providing it to the oocyte through gap junctions. The understanding of the energetic metabolism of CC in culture conditions might provide basis for the improvement of COC in vitro maturation. The aim of this study was to determine the temporal patterns of mRNA expression of glycolytic enzymes [phosphofructokinase (PFKP), aldolase (ALDOA), triosephosphate isomerase (TPI), enolase (ENO1), pyruvate kinase (PKM2), and lactate dehydrogenase (LDHA)] in bovine CC during COC in vitro maturation with or without FSH. Immature COC (grades 1 and 2) were obtained from 2- to 8-mm follicles from abattoir ovaries (predominantly Bos indicus). Cumulus cells were separated from COC and frozen before (immature group) or after COC culture for 4, 8, 12, 16, and 20 hours with (10 ng/mL) or without FSH. Total RNA was extracted using RNeasy® (Qiagen, Valencia, CA, USA), and 100 ng of RNA was reverse transcribed using oligo dT primers and Omniscript® (Qiagen). Relative expression of target genes was assessed by real-time PCR using bovine-specific primers and Power SYBR green master mix in an ABI Prism® 7300. To select the most stable housekeeping gene for expression normalization, cyclophilin-A (CYC-A), GAPDH, and histone H2AFZ amplification profiles were compared using the geNorm applet for Microsoft Excel (Vandesompele J et al. 2002 Genome Biol. 3, 1-11); the most stable housekeeping gene was CYC-A. Relative expression values were calculated using the AACt method with efficiency correction (Pfaffl MW 2001 Nucleic Acids Res. 29, 2002-2007). Effects of time in culture and of FSH treatment were tested by ANOVA, and groups were compared by Tukey-Kramer Honestly Significant Difference test. Nonparametric analysis was used when data were not normally distributed. Abundance of mRNA of all glycolytic enzymes decreased during in vitro maturation with or without FSH. Expression of PFKP, ALDOA, TPI1, ENO1, and LDHA genes was decreased to around half of the initial value (time 0) by 4 to 8 h of culture (P < 0.05) and did not increase thereafter. A similar expression pattern was observed for PKM2, although mRNA abundance was reduced later in comparison with other enzymes; levels were decreased by 16 (without FSH) to 20 h (with FSH) of culture. The presence of FSH did not alter the overall temporal pattern of gene expression but decreased mRNA abundance for PFKP, ALDOA, and TPI1 at 20, 16 and 16 h of culture, respectively. In conclusion, gene expression of glycolytic enzymes decreased with time during COC in vitro maturation in cattle, and FSH did not have a major influence on this expression pattern. This study was supported by CAPES and FAPESP.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".