| Literature DB >> 32138593 |
Amandeep Singh Arora1, Saima Zafar1, Umair Latif2, Franc Llorens1,3, Mihm Sabine2, Prateek Kumar1, Waqas Tahir1, Katrin Thüne1, Mohsin Shafiq1, Matthias Schmitz1, Inga Zerr1.
Abstract
Cellular prion protein (PrPC) is a plasma membrane glycophosphatidylinositol-anchored protein and it is involved in multiple functions, including neuroprotection and oxidative stress. So far, most of the PrPC functional research is done in neuronal tissue or cell lines; the role of PrPC in non-neuronal tissues such as liver is only poorly understood. To characterize the role of PrPC in the liver, a proteomics approach was applied in the liver tissue of PrPC knockout mice. The proteome analysis and biochemical validations showed an excessive fat accumulation in the liver of PrPC knockout mice with a change in mRNA expression of genes linked to lipid metabolism. In addition, the higher Bax to Bcl2 ratio, up-regulation of tgfb1 mRNA expression in PrPC knockout mice liver, further showed the evidences of metabolic disease. Over-expression of PrPC in fatty acid-treated AML12 hepatic cell line caused a reduction in excessive intracellular fat accumulation; shows association of PrPC levels and lipid metabolism. Therefore, based on observation of excessive fat globules in the liver of ageing PrPC knockout mice and the reduction of fat accumulation in AML12 cell line with PrPC over-expression, the role of PrPC in lipid metabolism is described.Entities:
Keywords: PrPC; ingenuity pathway analysis; liver; non-alcoholic fatty liver disease; proteomics
Year: 2020 PMID: 32138593 PMCID: PMC7153832 DOI: 10.1080/19336896.2020.1729074
Source DB: PubMed Journal: Prion ISSN: 1933-6896 Impact factor: 3.931
Detailed list of statistically significant (P-value ≤ 0.05) dataset from mass spectrometry analysis: List included regulated proteins in the liver of 3, 9 and 14 month-old of PrPC knockout mice as compared to the wild type (No significant-regulated gel spots were found in the liver of 9 month-old male PrPC knockout mice). Each spot containing proteins with the highest spectral count (score) is present in the table. The screening of the raw dataset was done by their unique molecular mass and isoelectric pH (pI).
| ID | Protein name | Accession number | MW (kDa) | Coverage % | Score | Fold Change | ||
|---|---|---|---|---|---|---|---|---|
| 1 | Isoamyl acetate-hydrolysing esterase 1 homolog | Q9DB29 | 27.98 | 36.90% | 24 | 1.55 ↓ | 0.018 | 5.34 |
| 2 | Serine-threonine kinase receptor-associated protein | Q9Z1Z2 | 38.44 | 40.30% | 26 | 1.53 ↓ | 0.014 | 4.99 |
| 3 | Regucalcin | Q64374 | 33.41 | 56.90% | 155 | 1.59 ↓ | 0.031 | 5.16 |
| 4 | Not identified | 4.65 ↓ | 0.025 | |||||
| 5 | Propionyl-CoA carboxylase alpha chain, mitochondrial | Q91ZA3 | 79.92 | 17.70% | 17 | 1.58 ↓ | 0.04 | 6.04 |
| 6 | U5 small nuclear ribonucleoprotein 200 kDa helicase | Q6P4T2 | 244.55 | 12.30% | 36 | 1.77 ↓ | 0.012 | 5.73 |
| 7 | 3-mercaptopyruvate sulfurtransferase | Q99J99 | 33.02 | 67.30% | 68 | 6.70 ↑ | ≤0.001 | 6.12 |
| 8 | Not identified | 1.53 ↓ | 0.046 | |||||
| 9 | Farnesyl pyrophosphate synthase | Q920E5 | 40.58 | 42.80% | 105 | 2.28 ↓ | 0.02 | 5.48 |
| 10 | Annexin A5 | P48036 | 35.75 | 59.90% | 182 | 2.16 ↓ | 0.006 | 4.82 |
| 11 | Alpha-soluble NSF attachment protein | Q9DB05 | 33.19 | 70.5% | 146 | 2.14 ↓ | 0.013 | 5.30 |
| 12 | 3-mercaptopyruvate sulfurtransferase | Q99J99 | 33.02 | 67.30% | 68 | 3.54 ↑ | 0.04 | 6.12 |
| 13 | Vacuolar protein sorting-associated protein 29 | Q9QZ88 | 20.50 | 44.50% | 39 | 2.14 ↑ | 0.006 | 6.29 |
| 14 | 14-3-3 protein gamma | P61982 | 28.30 | 36.0% | 21 | 2.66 ↑ | 0.017 | 4.80 |
| 15 | 39 S ribosomal protein L12, mitochondrial | Q9DB15 | 21.71 | 55.70% | 48 | 2.07 ↑ | 0.004 | 5.35 |
| 16 | Histidine ammonia-lyase | P35492 | 72.26 | 14.90% | 30 | 2.05 ↓ | 0.039 | 5.94 |
| 17 | Leukocyte elastase inhibitor A | Q9D154 | 42.58 | 44.10% | 59 | 2.19 ↓ | 0.009 | 5.85 |
| 18 | 3-mercaptopyruvate sulfurtransferase | Q99J99 | 33.02 | 67.30% | 68 | 2.53 ↑ | 0.019 | 6.12 |
| 19 | Proteasome subunit beta type-3 | Q9R1P1 | 22.96 | 55.60% | 103 | 2.28 ↑ | 0.04 | 6.13 |
| 20 | Not identified | 1.82 ↑ | 0.012 | |||||
| 21 | Stress-70 protein, mitochondrial | P38647 | 73.46 | 69.50% | 507 | 1.56 ↓ | 0.029 | 5.44 |
| 22 | Actin, cytoplasmic 1 | P60710 | 41.74 | 37.60% | 19 | 4.96 ↓ | 0.0004 | 5.29 |
| 23 | Leukocyte elastase inhibitor A | Q9D154 | 42.58 | 44.10% | 59 | 2.23 ↑ | 0.012 | 5.82 |
| 24 | Amine sulfotransferase | O35403 | 35.18 | 41.3% | 201 | 3.01↓ | 0.036 | 6.08 |
| 25 | Not identified | 10.94 ↑ | 0.031 | |||||
| 26 | Putative hydrolase RBBP9 | O88851 | 20.91 | 19.4% | 13 | 5.27 ↓ | 0.003 | 5.62 |
Figure 5.IPA software network 1 – Functional network analysed by comparing the proteome dataset of PrPC knockout mice liver and wild type (both genders and all age groups) (Details – Table 2S). Coloured proteins labels were found to be regulated in our proteome dataset and uncoloured labels are predicted to be linked by the ingenuity software. The network is associated with Lipid metabolism, Small molecular biochemistry, Vitamin and Mineral metabolism. PPARA (PPARα) gene has high connectivity in the network with clusters of genes which are reported to be involved in lipid metabolism. For example, Amine sulfotransferase (Gm4794/Sult3a1) is found to be 3.01-fold down-regulated in 14 months female PrPC knockout mice as compared to the wild type and it has already reported being down-regulated in liver steatosis [39].
Figure 1.Lipid levels in PrPC knockout mice: Liver tissue stained with Sudan III (a-d), H and E stain (e-h) shows a higher fat deposition in the liver of 14 months female PrPC knockout mice (a and e) as compared to the wild type mice (b and f). Biochemical analysis shows a higher triglyceride concentration in 14 months PrPC knockout mice as compared to the wild type controls (i). Comparatively, the fat content in the liver of male PrPC knockout mice (c and g) was lower than the female group. Nuclei were stained with hematoxylin. Western Blot analysis showed a significant down-regulation of Bcl2 expression in the liver of PrPC knockout mice as compared to the wild type mice (j), while the expression of Bax was up-regulated in PrPC knockout liver with a net increase of Bax to Bcl2 ratio. (k) TUNEL assay in the 14-month-old PrPC knockout mice liver and WT controls. (3-month-old – 3 M, 9-month-old – 9 M, 14-month-old – 14 M).
Figure 2.FAT accumulation and trafficking after PrPC- overexpression in AML12 cells: Oil-red-o staining in palmitate (FAT) treated AML12 cells shows that FAT accumulation is significantly reduced after PrPC over-expression in cells (a). The number of mRFP-LC3 vesicles are higher in FAT-treated cells as compared to BSA control and co-expression of PrPC-EGFP reduced the number of mRFP-LC3 vesicles (b). LAMP1-mRFP expression shows an increase in the number of vesicles in FAT-treated cells and there was a non-significant decrease in a number of LAMP1-mRFP vesicles after PrPC co-expression (c). A representative image shows an over-expression of PrPC-EGFP in AML12 cells.
Figure 3.Proteome analysis of 14 months old PrPC knockout mice. a) Heat map showing the differentially regulated proteins in the liver of 14 month-old PrPC knockout mice (KO1, KO2, KO3) and WT (WT1, WT2, WT3) controls b) Volcano plot representing the all set of proteins detected in both mice groups and 102 proteins were found be significantly regulated with minimum – log10 p – value of 1.3 (0.05) Gene ontology classifications for biological process, cellular component and molecular functions of 76 up-regulated (c) and 21 down-regulated (d) proteins are shown graphically.
Detailed list of statistically significant (P-value ≤ 0.05) protein dataset by gel-free proteomics of old-aged mice group (up-regulation): List included proteins up-regulated in the liver of 14-month-old of PrPC knockout mice as compared to the wild type. – log10 p-value is significant when higher than 1.3 (equivalent to P-value of 0.05) and minimum log2difference (fold change of 1.5) of + 0.58.
| Sr. No. | T: Gene names | Mol. weight [kDa] | -Log10 p-value | log2Difference (Fold Change) |
|---|---|---|---|---|
| 1 | Ppp2ca; Ppp2cb | 35.61 | 1.31 | 0.59 |
| 2 | Plg | 90.81 | 2.63 | 0.61 |
| 3 | Atp2b1 | 134.75 | 1.41 | 0.61 |
| 4 | Ap3b1 | 122.74 | 1.99 | 0.63 |
| 5 | Mapk9 | 48.19 | 1.65 | 0.64 |
| 6 | Pacsin3 | 48.58 | 1.36 | 0.66 |
| 7 | Ndufb5 | 14.04 | 1.69 | 0.66 |
| 8 | Vcl | 116.72 | 1.52 | 0.67 |
| 9 | Mal2 | 19.09 | 1.77 | 0.67 |
| 10 | Nono | 54.54 | 1.9 | 0.68 |
| 11 | Gpt2 | 57.94 | 1.31 | 0.68 |
| 12 | Agk | 46.98 | 1.5 | 0.69 |
| 13 | Csnk1a1 | 18.32 | 1.68 | 0.71 |
| 14 | Ncbp1 | 91.93 | 1.31 | 0.75 |
| 15 | Adhfe1 | 49.04 | 1.39 | 0.76 |
| 16 | Calr4 | 49.45 | 1.55 | 0.8 |
| 17 | Lpp | 65.89 | 1.82 | 0.82 |
| 18 | Bckdha | 50.77 | 2.4 | 0.82 |
| 19 | M6pr | 31.17 | 1.62 | 0.85 |
| 20 | Apoc3 | 10.92 | 1.34 | 0.86 |
| 21 | Dars | 57.15 | 3.95 | 0.9 |
| 22 | Gstm2 | 25.72 | 2.11 | 0.92 |
| 23 | Actg2 | 41.88 | 1.59 | 0.92 |
| 24 | Ssb | 47.76 | 1.66 | 0.94 |
| 25 | Pxmp2 | 9.44 | 1.32 | 0.95 |
| 26 | Adprhl2 | 39.41 | 1.58 | 0.98 |
| 27 | Apol9a; Apol9b | 33.3 | 1.31 | 0.99 |
| 28 | Zzef1 | 328.27 | 1.41 | 0.99 |
| 29 | Mar-01 | 37.98 | 1.31 | 1.03 |
| 30 | Ssfa2 | 133.46 | 1.37 | 1.05 |
| 31 | Sfpq | 75.44 | 1.42 | 1.07 |
| 32 | Asah1 | 44.67 | 2.14 | 1.08 |
| 33 | Paf1 | 60.52 | 1.52 | 1.12 |
| 34 | Ca5a | 34.07 | 1.52 | 1.13 |
| 35 | Sars2 | 58.32 | 1.61 | 1.15 |
| 36 | Cpn1 | 51.85 | 2.4 | 1.18 |
| 37 | Chd4 | 216.37 | 1.55 | 1.26 |
| 38 | Ddx23 | 95.49 | 1.39 | 1.27 |
| 39 | Sigirr | 46.16 | 1.3 | 1.28 |
| 40 | Cul2 | 86.88 | 1.63 | 1.3 |
| 41 | Nup214 | 212.98 | 1.43 | 1.33 |
| 42 | Tns2 | 152.01 | 1.64 | 1.44 |
| 43 | Rabggta | 64.99 | 1.3 | 1.47 |
| 44 | Ptpn11 | 68.46 | 1.33 | 1.52 |
| 45 | Hebp1 | 21.05 | 1.95 | 1.53 |
| 46 | Flot2 | 47.12 | 1.45 | 1.54 |
| 47 | Glyr1 | 60.44 | 1.39 | 1.55 |
| 48 | Gopc | 44.67 | 1.44 | 1.61 |
| 49 | Pdcd6 | 21.87 | 1.36 | 1.65 |
| 50 | Ndufb9 | 21.98 | 1.36 | 1.69 |
| 51 | Dhtkd1 | 102.79 | 1.34 | 1.7 |
| 52 | Azgp1 | 35.33 | 1.87 | 1.7 |
| 53 | Snx17 | 7.58 | 1.56 | 1.71 |
| 54 | Ascc2 | 85.65 | 1.87 | 1.73 |
| 55 | Abcb8 | 78 | 1.3 | 1.81 |
| 56 | Oxr1 | 91.74 | 2.23 | 1.85 |
| 57 | Igha | 36.72 | 2.01 | 1.86 |
| 58 | Eif2b5 | 80.09 | 3.21 | 1.87 |
| 59 | Ece1 | 87.07 | 1.49 | 1.89 |
| 60 | Pex5 | 69.84 | 2.19 | 1.93 |
| 61 | Vps51 | 86.19 | 1.37 | 1.94 |
| 62 | Farp2 | 121.28 | 1.57 | 2.09 |
| 63 | Ifitm3 | 14.95 | 2.41 | 2.14 |
| 64 | Ndufb8 | 21.88 | 1.77 | 2.2 |
| 65 | Slc33a1 | 61.08 | 1.43 | 2.23 |
| 66 | Manba | 100.85 | 1.62 | 2.25 |
| 67 | Eif3e | 52.22 | 2.51 | 2.45 |
| 68 | Stbd1 | 36.13 | 1.38 | 2.5 |
| 69 | Ubxn4 | 56.46 | 1.31 | 2.54 |
| 70 | Casp6 | 31.6 | 1.45 | 2.58 |
| 71 | Cela1 | 28.9 | 1.43 | 2.77 |
| 72 | Tpp1 | 61.34 | 1.81 | 2.83 |
| 73 | Golim4 | 79.9 | 2.27 | 2.87 |
| 74 | Cav1 | 20.54 | 1.32 | 2.94 |
| 75 | Tmem109 | 8.03 | 1.57 | 3.14 |
| 76 | Itih3 | 99.36 | 3.35 | 3.27 |
| 77 | Lifr | 122.57 | 2.05 | 3.53 |
| 78 | Ighg;Igh-1a | 36.39 | 3.1 | 3.68 |
| 79 | P01878 | 36.88 | 4.72 | 5.67 |
| 80 | Nnt | 113.84 | 2.55 | 7.03 |
Detailed list of statistically significant (P-value ≤ 0.05) protein dataset by gel-free proteomics of old-aged mice group (down-regulation): List included proteins down-regulated in the liver of 14-month-old of PrPC knockout mice as compared to the wild type. – log10 p-value is significant when higher than 1.3 (equivalent to P-value of 0.05) and minimum log2difference (fold change of 1.5) of – 0.58.
| Sr. No. | T: Gene names | Mol. weight [kDa] | -Log10 | log2Difference (Fold Change) |
|---|---|---|---|---|
| 1 | Bhmt2 | 39.87 | 5.83 | −6.44 |
| 2 | A0A0R4J0I1 | 46.67 | 4.01 | −5.42 |
| 3 | Serpina1d | 46 | 4.28 | −5.37 |
| 4 | Akr1 c19 | 37.05 | 1.62 | −2.69 |
| 5 | Tmed7 | 21.28 | 1.95 | −2.27 |
| 6 | C8b | 66.23 | 1.41 | −1.53 |
| 7 | Pcyt1a | 29.76 | 1.97 | −1.35 |
| 8 | Mpst | 33.1 | 1.82 | −1.26 |
| 9 | Hal | 72.26 | 1.58 | −1.23 |
| 10 | Luc7l3 | 51.45 | 1.3 | −1.2 |
| 11 | Yme1l1 | 80.03 | 1.63 | −1.18 |
| 12 | Ca3 | 29.37 | 1.59 | −1.18 |
| 13 | Cdh13 | 78.19 | 2.54 | −1.08 |
| 14 | Snrpf | 9.73 | 1.71 | −0.91 |
| 15 | Amacr | 41.7 | 1.61 | −0.78 |
| 16 | Pgpep1 | 12.12 | 1.33 | −0.72 |
| 17 | Gyk;Gk | 59.83 | 2.34 | −0.66 |
| 18 | Mtap | 31.06 | 1.3 | −0.66 |
| 19 | Iigp1 | 47.57 | 2.35 | −0.61 |
| 20 | Khk | 32.74 | 2.16 | −0.6 |
| 21 | Arf5 | 20.53 | 1.35 | −0.58 |
Enrichment analysis of the proteins which are significantly up-regulated in PrPC knockout mice as compared to the wild type. ‘C’ stands for the number of reference genes in the category and ‘O’ stands for the number of genes in the user gene list and also in the category (file:///C:/Users/Arora/Desktop/Manuscript-submission/Figures/Proteomics/Up-regulated/Report_wg_result1517501423.html).
| Description | C | O | Enrichment | |
|---|---|---|---|---|
| Lysosome – Mus musculus (mouse) | 124 | 5 | 0.65 | 0.001 |
| Non-alcoholic fatty liver disease (NAFLD) – Mus musculus (mouse) | 153 | 4 | 0.81 | 0.008 |
| RNA transport – Mus musculus (mouse) | 167 | 4 | 0.88 | 0.011 |
| Aminoacyl-tRNA biosynthesis – Mus musculus (mouse) | 44 | 2 | 0.23 | 0.022 |
| Sphingolipid signalling pathway – Mus musculus (mouse) | 124 | 3 | 0.65 | 0.027 |
| Oxidative phosphorylation – Mus musculus (mouse) | 134 | 3 | 0.72 | 0.033 |
| Hepatitis C – Mus musculus (mouse) | 136 | 3 | 0.72 | 0.034 |
| Parkinson’s disease – Mus musculus (mouse) | 144 | 3 | 0.76 | 0.040 |
| Renal cell carcinoma – Mus musculus (mouse) | 67 | 2 | 0.35 | 0.048 |
Figure 4.Gender-dependent regulation of hepatic mRNA expression of PPARα, ACC, FAS and tgfb1 in PrPC knockout mice: The mRNA expression of ACC and FAS genes was significantly up-regulated in the 14 month-old female PrPC knockout mice (b and c), while the expression of ACC in the 14 month-old male PrPC knockout mice was significantly down-regulated (f) and no significant differences in FAS mRNA expression was observed in the male group (g). The expression of PPARα mRNA was significantly down-regulated in 14-month-old male PrPC knockout mice (e) while there was no regulation in the female group (a). The mRNA expression of tgfb1 was significantly up-regulated only in the female PrPC knockout mice (d). (3-month-old – 3 M, 9-month-old – 9 M, 14-month-old – 14 M).