| Literature DB >> 20863371 |
Carolina Gustavsson1, Kamal Yassin, Erik Wahlström, Louisa Cheung, Johan Lindberg, Kerstin Brismar, Claes-Göran Ostenson, Gunnar Norstedt, Petra Tollet-Egnell.
Abstract
BACKGROUND: Genes involved in hepatic metabolism have a sex-different expression in rodents. To test whether male and female rat livers differ regarding lipid and carbohydrate metabolism, whole-genome transcript profiles were generated and these were complemented by measurements of hepatic lipid and glycogen content, fatty acid (FA) oxidation rates and hepatic glucose output (HGO). The latter was determined in perfusates from in situ perfusion of male and female rat livers. These perfusates were also analysed using nuclear magnetic resonance (NMR) spectroscopy to identify putative sex-differences in other liver-derived metabolites. Effects of insulin were monitored by analysis of Akt-phosphorylation, gene expression and HGO after s.c. insulin injections.Entities:
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Year: 2010 PMID: 20863371 PMCID: PMC2955586 DOI: 10.1186/1471-2091-11-38
Source DB: PubMed Journal: BMC Biochem ISSN: 1471-2091 Impact factor: 4.059
Primers used for analysis of gene expression by real time quantitative RT-PCR
| Gene | Gene name | Forward primer (5'-3') | Reverse primer (5'-3') | |
|---|---|---|---|---|
| ACOX1 | acyl-coenzyme A oxidase 1 | AGCTGTGCTGAGGAACCTGT | CTGGTGGATGCCTTTGACTT | |
| CPT-1a | carnitine palmitoyltransferase 1a | AAGGTGCTGCTCTCCTACCA | TACCTGGAATCTGTGAGGCC | |
| SCD1 | stearoyl-coenzyme A desaturase 1 | GATATCCACGACCCCAGCTC | TACCTTATCAGTGCCCTGGG | |
| FAS | fatty acid synthase | CTTTGTGGCCTTCTCCTCTG | GCAGTTTTGTGCTGGTTGAG | |
| Angptl4 | angiopoietin-like 4 | CAGGCTACCACCCTGTTGAT | TGGACAGAGAAGAAGCCCAT | |
| UGP2 | UDP-glucose pyrophosphorylase 2 | GGTTTGCTCGACACCTTCAT | TACGAAGGCAAACTGAGGCT | |
| G6Pase | glucose-6-phosphatase | CTACCTTGCGGCTCACTTTC | GACCTCCTGTGGACTTTGGA | |
| PEPCK | phosphoenolpyruvate carboxykinase | CCCAGGAGTCACCATCACTT | GTGTCCCCCTTGTCTACGAA | |
| GOT1 | glutamate oxaloacetate transaminase 1 | TCCAAGAACTTCGGGCTCTA | GGAGTGGAAAGGAAACGTGA | |
| Arbp | acidic ribosomal phosphoprotein Pθ | CAGCAGGTGTTTGACAATGG | AAAGGGTCCTGGCTTTGCTC |
Animal data related to HGO measurements
| Female | Male | Significant sex-difference | |
|---|---|---|---|
| Body weight (g) | 205.3 ± 6.6 | 289.4 ± 11.1 | P < 0,0001 |
| Wet liver weight (g) | 10.0 ± 0.4 | 14.3 ± 0.7 | P < 0.001 |
| Wet liver weight (% of body weight) | 4.9 ± 0.1 | 4.9 ± 0.1 | |
| Dry liver weight (g) | 2.2 ± 0.2 | 3.1 ± 0.3 | P < 0.05 |
| Dry liver weight (% of body weight) | 0.9 ± 0.2 | 1.1 ± 0.1 |
Sex-dependent hepatic expression of gene products from metabolic pathways
| Gene name | Fold sex-difference | ||
|---|---|---|---|
| Female | Male | ||
| CD36 molecule | 4.89 | ||
| acyl-CoA synthetase medium-chain family member 2 | 4.53 | ||
| lysophospholipase, asparaginase homolog | 2.47 | ||
| acyl-CoA synthetase long-chain family member 5 | 2.35 | ||
| lipase A, lysosomal acid, cholesterol esterase | 2.32 | ||
| angiopoietin-like protein 4 | 2.26 | ||
| acyl-CoA synthetase short-chain family member 2 | 2.18 | ||
| glycerol-3-phosphate acyltransferase, mitochondrial | 1.98 | ||
| diacylglycerol O-acyltransferase homolog 2 | 1.91 | ||
| microsomal triglyceride transfer protein | 1.89 | ||
| carnitine acetyltransferase | 1.84 | ||
| apolipoprotein A-V | 1.71 | ||
| 1-acylglycerol-3-phosphate O-acyltransferase 3 | 1.70 | ||
| 1-acylglycerol-3-phosphate O-acyltransferase 2 | 1.70 | ||
| phospholipase A1 member A | 1.69 | ||
| fatty acid binding protein 1, liver | 1.67 | ||
| acetyl-Coenzyme A acetyltransferase 2 | 1.60 | ||
| solute carrier family 27 (fatty acid transporter), member 2 | 1.59 | ||
| dodecenoyl-coenzyme A delta isomerase | 1.52 | ||
| ELOVL family member 6 | 15.64 | ||
| hydroxyacid oxidase 2, long chain | 10.35 | ||
| stearoyl-CoA desaturase 1 | 3.60 | ||
| stearoyl-CoA desaturase 2 | 3.06 | ||
| phytanoyl-CoA hydroxylase | 2.25 | ||
| carnitine O-octanoyltransferase | 2.16 | ||
| carnitine palmitoyltransferase 1a | 2.10 | ||
| acetyl-Coenzyme A acyltransferase 2 | 2.02 | ||
| carnitine palmitoyltransferase 1c | 1.83 | ||
| peroxisome proliferator activated receptor alpha | 1.67 | ||
| acetyl-coenzyme A dehydrogenase, medium chain | 1.63 | ||
| acetyl-coenzyme A acetyltransferase 1 | 1.59 | ||
| carnitine palmitoyltransferase 2 | 1.52 | ||
| cytochrome P450, family 2, subfamily c, polypeptide 7 | 2.70 | ||
| retinol dehydrogenase type II | 11.16 | ||
| retinol saturase | 2.58 | ||
| cytochrome P450, subfamily 51 | 2.38 | ||
| ATP-binding cassette, sub-family B (MDR/TAP), member 4 | 2.37 | ||
| Angiopoietin-like 4 | 2.26 | ||
| ATP-binding cassette, sub-family A (ABC1), member 8a | 2.25 | ||
| ATP-binding cassette, sub-family G (WHITE), member 5 | 2.22 | ||
| sterol-C5-desaturase | 2.13 | ||
| 7-dehydrocholesterol reductase | 1.74 | ||
| cytochrome P450, family 7, subfamily a, polypeptide 1 | 1.69 | ||
| sterol regulatory element binding factor 2 | 1.57 | ||
| farensyl diphosphate synthase | 1.56 | ||
| nuclear receptor subfamily 0, group B, member 2 | 2.05 | ||
| pyruvate dehydrogenase kinase, isoenzyme 4 | 2.33 | ||
| glucosidase, alpha; acid | 1.85 | ||
| glucokinase | 2.49 | ||
| lactate dehydrogenase D | 2.49 | ||
| isocitrate dehydrogenase 2 (NADP+), mitochondrial | 1.94 | ||
| malic enzyme 1, NADP(+)-dependent, cytosolic | 1.84 | ||
| lactate dehydrogenase A | 1.82 | ||
| 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase 1 | 1.81 | ||
| UDP-glucose pyrophosphorylase 2 | 1.81 | ||
| solute carrier family 2 (facilitated glucose transporter), member 2 | 1.79 | ||
| glycogen synthase kinase 3 beta | 1.66 | ||
| ornithine aminotransferase | 1.91 | ||
| histidine ammonia lyase | 1.69 | ||
| solute carrier family 7 (cationic amino acid transporter, y+ system), member 2 | 1.52 | ||
| betaine-homocysteine methyltransferase | 1.94 | ||
| cysteine sulfinic acid decarboxylase | 1.83 | ||
| solute carrier family 6 (neurotransmitter transporter, glycine), member 9 | 1.82 | ||
| glycine N-methyltransferase | 1.64 | ||
| serine dehydratase | 1.62 | ||
| catechol-O-methyltransferase | 1.61 | ||
| glycine dehydrogenase (decarboxylating) | 1.58 | ||
| arginase 1 | 1.56 | ||
| choline dehydrogenase | 1.55 | ||
Total RNA was extracted from male and female rat livers and sex-dependent gene products were identified using rat whole-genome oligo arrays. The data were obtained using SAM at a false discovery rate of 5% and are represented as mean fold changes. Functional analysis was made but only genes involved in lipid, carbohydrate and amino acid metabolism are listed here. All data are available from the NCBI Gene Expression Omnibus database http://www.ncbi.nlm.nih.gov/geo/ using the series entry GSE20601.
Figure 1Sex-dependent mRNA expression of selected genes from metabolic pathways. mRNA expression levels of selected genes for hepatic amino acid, carbohydrate and lipid metabolism were quantified in male and female rat liver by real-time PCR and normalized to the housekeeping gene Arbp (n = 4 rats/group). Data are represented as means ± SEM, and asterisks indicate significant differences compared to corresponding male group as determined by Student's t-test.
Figure 2Effects of fasting on hepatic lipid content, fatty acid oxidation and blood ketone bodies. (A) Hepatic triglyceride content was measured in lipid extracts from livers of male and female rats (n = 4 rats/group). (B) Rate of fatty acid oxidation was determined in liver homogenates from male and female rats (n = 4 rats/group). (C) Circulating levels of ketone bodies were measured in a drop of blood collected from the tip of the tail (n = 3-5 rats/group). Data are represented as means ± SEM, and asterisks indicate significant differences compared to the corresponding non-starved group as determined by Student's t-test.
Figure 3Sex-dependent hepatic glycogen content and glucose output. (A) Hepatic glycogen content was quantified in males and females by the amyloglucosidase method (n = 7-9 rats/group). (B) Hepatic glucose output was measured in males and females by in situ liver perfusion (n = 4 rats/group). Levels of glucose production were correlated to corresponding liver dry-weights. Data are represented as means ± SEM, and asterisks indicate significant differences compared to corresponding male (*) or non-starved group (#) as determined by Student's t-test
Figure 4Blood glucose levels in response to fasting. Blood glucose levels were measured in a drop of blood collected from the tip of the tail at the indicated time-points after food removal (n = 10 rats/group). Data are represented as means ± SEM.
Figure 5Typical 600 MHz . Resonances from the buffer, HEPES and acetate, as well as the residual water signal were cropped to reveal the more interesting liver-derived signals. The middle expansion shows in detail a small portion of the ppm-axis. Assigned signals in the expanded region are (a) 3-hydroxybutarate, (b) lactate, (c) choline, (d) histidine, (e) serine, (f) HEPES (13C-satelite), and (g) glucose.
Liver-derived metabolites identified and quantified by 1H-NMR spectroscopy
| Male | Female | ||||
|---|---|---|---|---|---|
| Liver metabolite | Saline | Insulin | Saline | Insulin | Significant ANOVA effects |
| 3-Hydroxybutyrate | 162 ± 29.0 | 85.3 ± 38.8 | 130 ± 10.7 | 111 ± 15.7 | |
| Acetoacetate | 12.2 ± 3.7 | 7.3 ± 3.5 | 13.7 ± 2.4 | 12.3 ± 0.7 | |
| Alanine | 7.0 ± 2.6 | 2.2 ± 0.5 | 6.5 ± 1.8 | 2.9 ± 0.4 | Insulin P < 0.05 |
| Choline | 7.6 ± 5.2 | 23 ± 0.9 | 5.5 ± 1.7 | 4.6 ± 1.2 | |
| Formate | 5.5 ± 1.0 | 3.9 ± 0.8 | 6.5 ± 0.7 | 4.7 ± 0.2a | Insulin P < 0.05 |
| Glucose | 459 ± 96.1e, f | 48.8 ± 15.8e | 146 ± 66.4f | 27.4 ± 14.9a | Interaction P < 0.05 |
| Glutamate | 25.3 ± 6.2a | 5.7 ± 1.3a | 17.7 ± 2.9 | 14.7 ± 3.7 | Insulin P < 0.05 |
| Glutamine | 41.7 ± 26.5 | lowd | 19.1 ± 3.7 | low | Insuling P < 0.01 |
| Glycerol | 13.9 ± 7.0 | 4.9 ± 0.6 | 5.5 ± 0.5 | 5.0 ± 0.9 | |
| Glycine | 12.8 ± 5.1 | 6.8 ± 3.3 | 10.5 ± 2.4 | 8.1 ± 1.7 | |
| Histidine | low | low | 2.6 ± 1.1b | low | Insuling P < 0.05 |
| Isoleucine | 3.1 ± 0.8 | 2.5 ± 1.4a | 2.3 ± 0.2 | 3.9 ± 0.7 | |
| Lactate | 94.6 ± 20.2e, f | 19.5 ± 2.2e | 33.0 ± 10.1f | 27.1 ± 8.5 | Interaction P < 0.05 |
| Leucine | 6.1 ± 1.3 | 4.3 ± 2.0a | 3.8 ± 0.2 | 7.6 ± 1.3 | |
| Phenylalanine | 2.6 ± 0.5a | low | 1.0 ± 0.3 | 2.7 ± 0.6b | |
| Propionate | 6.7 ± 1.4 | 2.5 ± 0.8a | 7.8 ± 2.1 | 4.6 ± 1.3a | Insulin P < 0.05 |
| Serine | 11.6 ± 5.2 | 3.2 ± 1.1b | 8.7 ± 0.7 | 11.7 ± 3.2 | |
| Succinate | 4.8 ± 2.6 | 0.8 ± 0.2 | 1.6 ± 0.5a | 0.8 ± 0.2 | |
| Tyrosine | low | Low | 0.9 ± 0.3c | 1.6 ± 0.5c | |
| Uridine | low | low | ND | ND | Sexg P < 0.05 |
| Valine | 4.7 ± 1.1 | 3.3 ± 1.6 | 3.1 ± 0.4 | 5.3 ± 1.0 | |
Liver perfusates, generated from 12h-fasted male and female rats treated with saline or insulin (s.c.), were anylsed using 1H-NMR spectroscopy. The data represent measured concentrations (μM) of analytes and are presented as means ± SEM (n = 4) together with results of statistical analysis.
a 1 measurement below limit of reliable quantification, still used in calculations
b 2 measurements below limit of reliable quantification, still used in calculations
c Not detectable in one sample imputed by lowest detected/2
d Low indicates not calculated due to multiple low or ND samples
e Male Saline vs Male Insulin, Fisher's LSD, P < 0.001
f Male Saline vs Female Saline, Fisher's LSD, P < 0.01
g Evaluated with Friedman's test
Figure 6Effects of insulin on hepatic glucose output, Akt-phosphorylation and Angptl4 mRNA expression in 12h-fasted male and female rats. (A) Hepatic glucose output was measured in liver perfusates 40 min after saline- or insulin-treatment (n = 4 rats/group). (B) The ratio between phosphorylated (p-Akt-Ser473) and total Akt was determined using ELISA in whole liver cell lysates derived from fasted rats 40 min after saline- or insulin-treatment (n = 6-7 rats/group). (C) Hepatic Angptl4 mRNA levels were quantified by real-time PCR and normalized to the housekeeping gene Arbp (n = 4 rats/group). Data are represented as means ± SEM, and asterisks indicate significant differences compared to corresponding saline-treated group as determined by Student's t-test.
Circulating levels of insulin, glucagon, corticosterone and glucose
| Male | Female | Significant sex-difference | |
|---|---|---|---|
| Insulin (ng/ml) | 2.43 ± 0.45 | 1.56 ± 0.04 | |
| Glucagon (pg/ml) | 99.8 ± 6.2 | 100.9 ± 8.5 | |
| Corticosterone (ng/ml) | 495.9 ± 9.9 | 531.5 ± 22.6 | |
| Insulin-Glucagon ratio | 24.3 ± 4.1 | 16.0 ± 2.0 | P < 0.05 |
| Glucose (mM) | 6.7 ± 0.3 | 6.4 ± 0.2 | |
| Insulin (ng/ml) | 3.99 ± 1.75 | 0.82 ± 0.16 | |
| Glucagon (pg/ml) | 275.5 ± 122.4 | 100.9 ± 2.2 | |
| Corticosterone (ng/ml) | 506.1 ± 20.2 | 587.4 ± 6.9 | P < 0.005 |
| Insulin-Glucagon ratio | 16.5 ± 2.3 | 8.0 ± 1.4 | P < 0.05 |
| Glucose (mM) | 4.8 ± 0.2 | 5.2 ± 0.2 |
Male and female rats were fasted for 4 or 12 h, blood samples were collected and analyzed for insulin, glucagon, corticosterone and glucose. The ratio between insulin and glucagon was calculated. The data are presented as means ± SEM (n = 4) and analyzed using two-way ANOVA and Fisher's LSD test.
Figure 7Sex-dependent degree of hepatic AMP kinase-phosphorylation. The ratio between phosphorylated (p-AMPK-Thr172) and total AMPK was determined in whole-cell lysates by immunoblotting (upper section) and quantified by densitometry analysis (lower section). Data are represented as means ± SEM, and the asterisk indicates significant difference compared to corresponding male group as determined by Student's t-test.