Effects of fatty acid regulation on visfatin gene expression in adipocytes
Bibliographic record
Abstract
BACKGROUND: The levels of long-term elevated serum or intracellular free fatty acid (FFA) induce insulin resistance associated with central obesity. The insulin-mimetic protein visfatin is preferentially produced by visceral adipose tissues and has been implicated in obesity and insulin resistance. To identify that FFA is capable of inducing insulin resistance and to clarify the role of FFA on visfatin, we examined the effect of monounsaturated FFA oleate (C18:1) and saturated FFA palmitate (C16:0) on glucose transport and visfatin gene expression in cultured 3T3-L1 adipocytes or preadipocytes. METHODS: FFA-free DMEM/F12, 0.125 mmol/L, 0.5 mmol/l and 1.0 mmol/L oleate or palmitate was added to cultured 3T3-L1 adipocytes or preadipocytes and incubated overnight. Glucose transport was assessed as (3)H-2-deoxy-glucose uptake. Total RNA was extracted and subjected to RT-PCR for the measurement of visfatin mRNA levels. Statistical comparisons between control group and other groups were performed with the two-tailed paired t test, and one-way ANOVA was used to compare the mean values among the groups. RESULTS: Insulin increased specific membrane glucose transport in 3T3-L1 preadipocytes. Upregulation was evident from 15 minutes to 1 hour exposure to insulin. However, after 6-hour exposure to insulin, there was a downregulation in the response to insulin. Dose response studies demonstrated that 2-deoxy glucose transport was increased by 336% at 50 nmol/L insulin (P < 0.01), and reached a maximal effect at 100 nmol/L insulin (P < 0.01). Oleate and palmitate treatment did not influence basal glucose transport (without insulin stimulation), whereas insulin-stimulated glucose transport was inhibited after overnight oleate and palmitate treatment in preadipocytes and adipocytes. In 3T3-L1 preadipocytes, insulin resistance could be achieved at 0.125 mmol/L oleate or palmitate (P < 0.05, respectively), and the inhibition was dose dependent. In adipocytes, the inhibition was noted at 0.5 mmol/L oleate or 1.0 mmol/L palmitate. Visfatin mRNA expression increased during differentiation more than 1.5-fold. Bovine serum albumin (BSA) did not influence visfatin mRNA expression compared with the control group. Dose-response studies demonstrated that addition of 0.125 mmol/L oleate and palmitate to 3T3-L1 adipocytes decreased visfatin mRNA expression significantly (78%, 77%, respectively, relative to untreated control, P < 0.05), and further to 65% (relative to untreated control, P < 0.05) and 55% (relative to untreated control, P < 0.01) at 1.0 mmol/L FFA. Furthermore, the suppression on preadipocytes was similar to that of adipocytes, which reached a maximal reduction of 44% (oleate, P < 0.05) and 47% (palmitate, P < 0.05) at 1.0 mmol/L FFA. CONCLUSIONS: Oleic acid and palmitic acid may induce insulin resistance in 3T3-L1 adipocytes and preadipocytes. Downregulation of visfatin mRNA may contribute to impair insulin sensitivity caused by oleate and palmitate.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 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) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".