| Literature DB >> 30097599 |
Marzieh Zeinvand-Lorestani1, Heibatullah Kalantari2, Mohammad Javad Khodayar3,4, Ali Teimoori5, Najmaldin Saki6, Akram Ahangarpour7, Fakher Rahim6, Soheila Alboghobeish8.
Abstract
The key features of type 2 diabetes mellitus (T2DM) caused by high fat diet (HFD) in combination with arsenic (As) exposure (pronounced glucose intolerance despite a significant decrease in insulin resistance) are different from those expected for T2DM. Autophagy has been considered as a possible link between insulin resistance and obesity. Therefore in this study, we utilized autophagy gene expression profiling via real-time RT-PCR array analysis in livers of NMRI mice exposed to an environmentally relevant and minimally cytotoxic concentration of arsenite (50 ppm) in drinking water while being fed with a HFD for 20 weeks. Out of 84 genes associated with autophagy under study, 21 genes were related to autophagy machinery components of which 13 genes were downregulated when HDF diet was applied. In this study, for the first time, it was shown that the exposure to arsenic in the livers of mice chronically fed with HFD along with increased oxidative stress resulted in the restoration of autophagy [upregulation of genes involved in the early phase of phagophore formation, phagophore expansion and autophagosome-lysosome linkage stages]. Considering the role of arsenic in the induction of autophagy; it can be argued that reduced insulin resistance in HFD - As induced diabetes may be mediated by autophagy upregulation.Entities:
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Year: 2018 PMID: 30097599 PMCID: PMC6086829 DOI: 10.1038/s41598-018-30439-0
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Liver distribution of arsenic FBG, FSI, HOMA.IR, HOMA.β and oxidative stress markers in the control (LFD or HFD) and arsenic treated mice (LFD50 or HFD50).
| Variable | LFD | LFD50 | HFD | HFD50 |
|---|---|---|---|---|
| Liver distribution of Arsenic (ng/g) | 12.73 ± 3.520 | 310.6 ± 29.72*** | 9.225 ± 1.995 | 276.7 ± 17.28### |
| FBG (mg/dL) | 101.8 ± 7.314 | 139.5 ± 13.85 | 207.7 ± 15.92*** | 114.5 ± 10.98### |
| FSI (ng/L) | 0.3099 ± 0.06996 | 0.1607 ± 0.008793** | 0.1698 ± 0.02203** | 0.09067 ± 0.03320# |
| HOMA.IR(arbitrary unit) | 6.100 ± 0.6671 | 4.790 ± 0.2883 | 9.705 ± 0.8305* | 2.525 ± 0.7973### |
| HOMA.β(arbitrary unit) | 186.0 ± 35.33 | 117.0 ± 36.68* | 41.25 ± 9.232** | 20.75 ± 5.588#† |
| ROS (FIU/g) | 160.2 ± 0.28 | 221.3 ± 17.1** | 192.5 ± 10.2 | 296.8 ± 26.22### |
| MDA (nmol/g) | 10.53 ± 2.804 | 28.62 ± 3.308*** | 30.62 ± 2.085*** | 52.06 ± 1.953***### |
Values represented as mean ± SE (n = 12). *Significantly different from LFD, #Significantly different from HFD. †Significantly different from LFD + As 50 ppm. *,# and $ p < 0.05, ** and ##p < 0.01, *** and ###p < 0.001.
Figure 1Involvement of autophagy in diabetogenic effects of chronic exposure with inorganic arsenic and the use of HFD simultaneously. Macroautophagy is inhibited by insulin amino acid-mTOR signaling pathway in short- or long-term patterns. Short-term inhibition can be generated through mTORC1 by preventing ULK1 and long-term inhibition is achieved through FoxO transcription factors (subgroup of the Forkhead family of transcription factors) controlling the transcription of genes involved in autophagy. FoxO is phosphorylated and inhibited by insulin-induced action of PKB (Protein kinase B). Continuous intake of energy and nutritional stress inhibit autophagy that causes metabolic stress, insulin resistance, and type 2 diabetes. In particular, the hypothesis is posed that considering the role of arsenic in the induction of autophagy, it can be argued that reduced insulin resistance in HFD − As diabetes is mediated by autophagy upregulation.
Figure 2Presents change in the expression of autophagy genes. The Scatter Plot graphs show the expression level () of each gene in the control sample versus the test sample. The black line indicates fold changes () of 1. The pink lines indicate the desired fold-change in gene expression threshold. (A) Changes in expression of autophagy genes in HFD treated groups. (B) Changes in expression of autophagy genes in LFD − As treated groups. (C) Changes in expression of autophagy genes in HFD − As treated groups.
Autophagy gene expression profiling regulated with arsenic exposure while fed with HFD or LFD with 1 fold alteration (up- or downregulated) by PCR array.
| Symbol | AVG ΔCt (Ct(GOI) − Ave Ct (HKG)) |
| Fold Change** | Fold Up- or Down-Regulation*** | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LFD50 | HFD | HFD50 | LFD | LFD50 | HFD | HFD50 | LFD | LFD50/LFD | HFD/ LFD | HFD50/ LFD | LFD50/ LFD | HFD/ LFD | HFD50/LFD | |
| Atg12 | 4.92 | 6.06 | 4.15 | 6.73 | 3.3E − 02 | 1.5E − 02 | 5.6E − 02 | 9.5E − 03 |
| 1.59 |
|
| 1.59 |
|
| Atg16l1 | 2.25 | 4.41 | 0.76 | 3.92 | 2.1E − 01 | 4.7E − 02 | 5.9E − 01 | 6.6E − 02 |
| 0.71 |
|
| −1.41 |
|
| Atg16l2 | 4.92 | 8.68 | 4.10 | 4.74 | 3.3E − 02 | 2.4E − 03 | 5.8E − 02 | 3.8E − 02 | 0.88 |
| 1.55 | −1.14 |
| 1.55 |
| Atg3 | 4.92 | 5.08 | 2.15 | 3.68 | 3.3E − 02 | 3.0E − 02 | 2.3E − 01 | 7.8E − 02 |
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| Atg4b | 4.18 | 5.26 | 3.02 | 6.95 | 5.5E − 02 | 2.6E − 02 | 1.2E − 01 | 8.1E − 03 |
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| Atg4c | 3.20 | 6.53 | 1.41 | 4.35 | 1.1E − 01 | 1.1E − 02 | 3.8E − 01 | 4.9E − 02 |
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| Atg5 | 3.08 | 4.50 | 2.11 | 3.48 | 1.2E − 01 | 4.4E − 02 | 2.3E − 01 | 9.0E − 02 | 1.31 |
|
| 1.31 |
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| Atg7 | 4.15 | 7.79 | 4.15 | 5.99 | 5.6E − 02 | 4.5E − 03 | 5.6E − 02 | 1.6E − 02 |
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| Atg9a | 4.92 | 8.68 | 4.15 | 6.88 | 3.3E − 02 | 2.4E − 03 | 5.6E − 02 | 8.5E − 03 |
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| Becn1 | 4.92 | 5.96 | 4.15 | 6.95 | 3.3E − 02 | 1.6E − 02 | 5.6E − 02 | 8.1E − 03 |
| 1.98 |
|
| 1.98 |
|
| Gabarap | 1.24 | 0.96 | 0.56 | 3.16 | 4.2E − 01 | 5.1E − 01 | 6.8E − 01 | 1.1E − 01 |
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| Gabarapl1 | −0.20 | 0.98 | −0.95 | −0.16 | 1.1E + 00 | 5.1E − 01 | 1.9E + 00 | 1.1E + 00 | 1.03 |
| 1.74 | 1.03 |
| 1.74 |
| Gabarapl2 | 3.90 | 4.84 | 2.43 | 4.19 | 6.7E − 02 | 3.5E − 02 | 1.9E − 01 | 5.5E − 02 | 1.22 | 0.64 |
| 1.22 | −1.57 |
|
| Hdac6 | 4.92 | 6.36 | 4.15 | 5.91 | 3.3E − 02 | 1.2E − 02 | 5.6E − 02 | 1.7E − 02 | 1.98 | 0.73 |
| 1.98 | −1.37 |
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| Hsp90aa1 | 2.07 | 1.80 | 0.05 | 3.97 | 2.4E − 01 | 2.9E − 01 | 9.7E − 01 | 6.4E − 02 |
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| Hspa8 | −2.31 | −1.37 | −3.34 | −0.38 | 5.0E + 00 | 2.6E + 00 | 1.0E + 01 | 1.3E + 00 |
| 2.00 |
|
| 2.00 |
|
| Lamp1 | 2.92 | 1.55 | 1.52 | 2.55 | 1.3E − 01 | 3.4E − 01 | 3.5E − 01 | 1.7E − 01 | 0.77 | 2.00 |
| −1.30 | 2.00 |
|
| Map1lc3a | 4.15 | 5.98 | 4.15 | 6.12 | 5.6E − 02 | 1.6E − 02 | 5.6E − 02 | 1.4E − 02 |
| 1.10 |
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| 1.10 |
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| Npc1 | 4.92 | 4.86 | 4.08 | 4.53 | 3.3E − 02 | 3.4E − 02 | 5.9E − 02 | 4.3E − 02 | 0.76 | 0.79 | 1.36 | −1.32 | −1.26 | 1.36 |
| Ulk1 | 4.86 | 7.39 | 4.15 | 4.75 | 3.4E − 02 | 6.0E − 03 | 5.6E − 02 | 3.7E − 02 | 0.92 |
| 1.51 | −1.08 |
| 1.51 |
| Wipi1 | 4.75 | 6.35 | 2.84 | 5.03 | 3.7E − 02 | 1.2E − 02 | 1.4E − 01 | 3.1E − 02 | 1.21 |
|
| 1.21 |
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* (normalized gene expression) is the expression levels of gene of interest (GOI) divided the expression levels of HKG genes.
.
**Fold-Change () is the normalized gene expression () in the Test Sample divided the normalized gene expression () in the Control Sample.
where ΔΔCT is equal to ΔCT (expt) − ΔCT (ctrl).
***Fold-Regulation represents fold-change results in a biologically meaningful way.
Fold-change values greater than one indicate a positive- or an up-regulation, and the fold-regulation is equal to the fold-change. Fold-change values less than one indicate a negative or down-regulation, and the fold-regulation is the negative inverse of the fold-change. Fold-change and fold-regulation values greater than 2 are indicated in bold; fold-change values less than 0.5 and fold-regulation values less than −2 are indicated in italic.
Figure 3KEGG pathway of differentially macroautophagy hepatic gene expression and pathways http://www.kegg.jp/kegg/kegg1.html[49,50,53]. Changes in expression of autophagy genes in HFD treated groups (the up regulated genes are indicated by green circles and the down regulated genes are indicated by red circles).
Figure 4KEGG pathway of differentially macroautophagy hepatic gene expression and pathways http://www.kegg.jp/kegg/kegg1.html[49,50,53]. Changes in expression of autophagy genes in LFD − As treated groups (the up regulated genes are indicated by green circles and the down regulated genes are indicated by red circles).
Figure 5KEGG pathway of differentially macroautophagy hepatic gene expression and pathways http://www.kegg.jp/kegg/kegg1.html[49,50,53]. Changes in expression of autophagy genes in HFD − As treated groups (the up regulated genes are indicated by green circles).
Figure 6Presents the gene expression profiling of autophagy induction, nucleation and vacuole formation regulated with arsenic exposure while fed with HFD or LFD with 1 fold alteration by PCR array.
Figure 7Presents the gene expression profiling of ubiquitination and phagophore expansion regulated with arsenic exposure while fed with HFD or LFD with 1 fold alteration by PCR array.
Figure 8Presents the gene expression profiling of targeting vacuole and autophagosome-lysosome linkage regulated with arsenic exposure while fed with HFD or LFD with 1 fold alteration by PCR array.
Figure 9Presents the gene expression profiling of Chaperone-mediated autophagy machinery components regulated with arsenic exposure while fed with HFD or LFD with 1 fold alteration by PCR array.
Autophagy pathway and genes listed by RT2 Profiler PCR Arrays-Mouse Autophagy.
| Autophagy Machinery Components | |
|---|---|
| Autophagic Vacuole Formation: | Atg4b, Atg4c, Atg9a, Gabarap, Gabarapl1, Gabarapl2, Wipi1, Becn1, Ulk1, Map1lc3 |
| Ubiquitination and phagophore expansion: | Atg12, Atg16l1, Atg16l2, Atg3, Atg5, Atg7, Hdac6, Map1lc3a |
| Vacuole targeting and autophagosome-lysosome Linkage | Lamp1, Npc1, Gabarap, Atg4b, Atg4c |
| Chaperone-mediated autophagy | Hsp90aa1, Hspa8 |
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| Co-Regulators of autophagy and apoptosis | Dram1, Akt1, App, Atg12, Atg5, Bad, Bak1, Bax, Bcl2, Bcl2l1 (BclXL), Becn1,Bid, Bnip3, Casp3, Casp8 (FLICE), Cdkn1b (p27Kip1), Cdkn2a (p16INK4a), Cln3, Ctsb, Cxcr4, Dapk1, Eif2ak3, Fadd, Fas(Tnfrsf6), Hdac1, Htt, Ifng, Igf1, Ins2, Mapk8 (JNK1), Mtor, Nfkb1, Pik3cg, Prkaa1 (Ampk), Pten, Snca, Sqstm1, Tgfb1, Tgm2,Tnf, Tnfsf10 (Trail), Trp53 (p53). |
| Co-Regulators of autophagy and the cell cycle | Bax, Cdkn1b (p27Kip1), Cdkn2a (p16INK4a), Ifng, Pten, Rb1, Tgfb1, Trp53 (p53). |
| Autophagy induction by intracellular pathogens | Eif2ak3, Ifng, Lamp1. |
| Autophagy in response to other intracellular signals | Ctsd, Ctss, Dram2 (Tmem77), Eif4g1, Esr1 (Erα), Gaa, Hgs, Mapk14(p38alpha), Pik3c3 (Vps34), Pik3r4, Rps6kb1, Tmem74, Ulk2, Uvrag. |