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Proteomics and Protein Markers |
1 Genome Research Center and Department of Biochemistry, 2
Research Center of Heart, Brain, Hormone and Healthy Aging, and 3
Department of Medicine, University of Hong Kong, Hong Kong, China.
4 Garvan Institute of Medical Research, University of New South Wales, Darlinghurst, NSW, Australia.
5 Department of Biology, York University, Toronto, ONT, Canada.
aAddress correspondence to this author at: L8-43, Department of Medicine, University of Hong Kong, 21 Sassoon Rd., Hong Kong, China. Fax 852-28162095; e-mail amxu{at}hkucc.hku.hk.
| Abstract |
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Methods: We used real-time PCR and in-house immunoassays to quantify the mRNA and serum concentrations of lipocalin-2 in C57BL/KsJ db/db obese mice and their age- and sex-matched lean littermates. We analyzed the association between serum lipocalin-2 concentrations and various metabolic and inflammatory variables in 229 persons (121 men and 108 women) recruited from a previous cross-sectional study, and we evaluated the effect of the insulin-sensitizing drug rosiglitazone on serum lipocalin-2 concentrations in 32 diabetic patients (21 men and 11 women).
Results: Compared with the lean littermates, lipocalin-2 mRNA expression in adipose tissue and liver and its circulating concentrations were significantly increased in db/db diabetic/obese mice (P <0.001). These changes were normalized after rosiglitazone treatment. In humans, circulating lipocalin-2 concentrations were positively correlated (P <0.005) with adiposity, hypertriglyceridemia, hyperglycemia, and the insulin resistance index, but negatively correlated (P = 0.002) with HDL cholesterol. There was also a strong positive association between lipocalin-2 concentrations and high sensitivity C-reactive protein (hs-CRP), independent of age, sex, and adiposity (P = 0.007). Furthermore, rosiglitazone-mediated decreases in lipocalin-2 concentrations correlated significantly with increases in insulin sensitivity (r = 0.527; P = 0.002) and decreases in hs-CRP concentrations (r = 0.509; P = 0.003).
Conclusions: Lipocalin-2 is an inflammatory marker closely related to obesity and its metabolic complications. Measurement of serum lipocalin-2 might be useful for evaluating the outcomes of various clinical interventions for obesity-related metabolic and cardiovascular diseases.
| Introduction |
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(TNF
), and resistin, can directly induce glucose intolerance and insulin resistance by antagonizing insulins metabolic actions at peripheral tissues, especially in liver and skeletal muscle (7)(8). On the other hand, several other adipokines produced from adipocytes, including adiponectin and visfatin, have demonstrated insulin-sensitizing activity and exertion of beneficial effects on glucose and lipid homeostasis (9)(10)(11).
Lipocalin-2, also known as 24p3 (12) and neutrophil gelatinaseassociated lipocalin (NGAL) (13), is a 25-kDa secretory glycoprotein that was originally identified in mouse kidney cells and human neutrophil granules. This protein has been implicated in diversified functions such as apoptosis and innate immunity. In addition to neutrophils, lipocalin-2 is expressed in several other tissues, including liver, lung, kidney, adipocytes, and macrophages (14)(15)(16). Several inflammatory stimuli, such as lipopolysaccharides and IL 1ß, can markedly induce lipocalin-2 expression and secretion in these cells (14)(17). Notably, the proinflammatory transcription factor NF-
B has been shown to transactivate lipocalin-2 expression through binding with a consensus motif in the promoter region of the lipocalin-2 gene (18), suggesting that this secretory protein might be involved in the inflammatory responses. Nevertheless, whether lipocalin-2 plays a role in the pathogenesis of obesity-related diseases has not been investigated to date.
Our laboratory has recently used a genome-wide interrogation strategy to identify differentially expressed genes during the development of obesity and its related pathologies in mice. As a result, we have found that the gene encoding lipocalin-2 was selectively induced in liver and adipose tissue of db/db obese/diabetic mice, and this increase was reversed by the insulin-sensitizing drug rosiglitazone. Accordingly, this study was designed to investigate the relationship between serum lipocalin-2 concentrations and obesity-related pathologies in mice and humans at baseline and after treatment with rosiglitazone (19).
| Materials and Methods |
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human participants
We measured lipocalin-2 concentrations in serum samples collected from a total of 229 adults (age range, 3372 years) who were participants in our previous cross-sectional Hong Kong Cardiovascular Risk Factor Prevalence Study (20)(21). The clinical characteristics of these study participants, as described in our previous reports (20)(21), are shown in Table 2
. Participants were selected from our database on the basis of their body mass index (BMI) and included 100 lean (BMI, <25 kg/m2), 80 overweight (BMI, 2529.9 kg/m2), and 49 obese participants (BMI,
30 kg/m2), so that a study sample covering a wide range of adiposity was available to evaluate the relationship between circulating adipokine concentrations and various cardio-metabolic parameters. In some analyses, a lower BMI (<23 kg/m2) was used as the cutoff for the lean group, according to guideline for Asian populations (22). Of 229 study participants, 69 had diabetes (fasting plasma glucose,
7.0 mmol/L, or 2-h plasma glucose during a 75 g oral glucose tolerance test,
11.1 mmol/L, as recommended by the WHO in 1998) and 76 had metabolic syndrome according to National Cholesterol Education Program criteria (23). Serum samples were stored at 70 °C until assayed.
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For the rosiglitazone (Avandia) intervention study, 32 T2DM patients (21 men and 11 women; age range, 3971 years) were treated with rosiglitazone (4 mg twice daily) for 8 weeks. The clinical characteristics of these individuals are listed in Table 2
. The study protocol was approved by the Ethics Committee of the Medical Faculty, University of Hong Kong. All study participants provided written informed consent before participation.
real time quantitative pcr
We used the RNeasy reagent set (Qiagen) to isolate total RNA from mouse liver, epididymal adipose tissue, and soleus muscle. Subsequently, mRNA was reverse transcribed into cDNA with oligo(dT) primer (Roche). The relative gene abundance of lipocalin-2 was quantified by Taqman real-time PCR with predeveloped reagent sets (Applied BioSystems). The reactions were performed on the ABI 7000 sequence detection system.
expression and purification of recombinant murine and human lipocalin-2
cDNA samples obtained from 3T3-L1 adipocytes were used as templates for amplification of the murine lipocalin-2 gene with 5'-AGT AGG ATC CCA GGA CTC AAC TCA GAA CTT G-3' and 5'-AGT ACT CGA GTC AGT TGT CAA TGC ATT GGT C-3' as upstream and downstream primers, respectively. The amplified PCR products were double-digested by the restriction enzymes BamHI and XhoI and subsequently subcloned into the pPROEX-HTb vector (Invitrogen), leading to an expression vector pPRO-His-mLCN2, which encodes NH2-terminal His6-tagged murine lipocalin-2 with 181 amino acid residues starting immediately after secretory signal peptide. The gene encoding human lipocalin-2 was amplified from cDNA derived from human HepG2 cells, with 5'-TGC AGG ATC CCA GGA CTC CAC CTC AGA CC-3' and 5'-TAG CCT CGA GTC AGC CGT CGA TAC ACT GGT CG-3' as sense and antisense primers, respectively. After digestion with BamHI and XhoI, the PCR fragments were cloned into a pPROEX-HTb vector to generate the construct pPRO-His-hLCN2 for prokaryotic expression of NH2 terminal His6-tagged human lipocalin-2 with secretory signal peptide removed. The inserted human or murine lipocalin-2 cDNA was verified by DNA sequencing.
The expression of His-tagged murine or human lipocalin-2 in BL21 cells was induced by the addition of 0.5 mmol/L of isopropyl-ß-D-thiogalactopyranoside to the growth medium. The recombinant proteins were purified from the bacterial lysates using the Ni2+-nitrilotriacetic acid-agarose column as we described previously (24). After purification, the NH2-terminal His6 tag was removed by cleavage with recombinant TEV protease, and the endotoxin was removed by use of the Detoxi-gel Endotoxin-Removal Kit (Pierce). The purity of the protein was confirmed by sodium dodecyl sulfatepolyacrylamide gel electrophoresis and fast protein liquid chromatography analysis.
antibody production and development of sandwich elisa for quantification of murine and human lipocalin-2
The polyclonal antibodies against human or murine recombinant lipocalin-2 were generated in New Zealand female rabbits as described previously (25). Antihuman or antimurine lipocalin-2 IgG was purified from the immunized rabbit serum with protein A/G beads, followed by affinity chromatography with their respective antigens as the ligands.
The affinity-purified antihuman or antimurine lipocalin-2 IgG was biotinylated with a reagent set from Pierce and used as the detection antibody. Unlabeled antihuman or antimurine lipocalin-2 IgG was used for coating a 96-well microtiter plate overnight at 4 °C. Human or mouse serum was diluted (1:50) into phosphate-buffered saline (PBS) (10 mmol/L sodium phosphate, 137 mmol/L NaCl, 2.7 mmol/L KCl, pH 7.4), and 100 µL of the diluted samples or recombinant standards were applied to each well and incubated at 37 °C for 1 h. The plates were washed 3 times and then incubated with 100 µL of the detection antibody for 2 h. After being washed 3 more times with PBS, the wells were incubated with streptavidin-conjugated horseradish peroxidase for 1 h and subsequently reacted with tetramethyl-benzidine reagent for 15 min. A total of 100 µL of 2 mol/L H2SO4 was added to each well to stop the reaction, and the absorbance at 450 nm was measured. Five human serum samples with lipocalin-2 concentration ranges above (150180 µg/L), within (6080 µg/L), and below the reference interval (2040 µg/L) were used to determine the intra- and interassay CVs. These samples were tested 12 times on 1 plate and in 12 separate assays to assess intraassay and interassay variations, respectively.
statistical analysis
All the statistical calculations were performed with the SPSS 11.5 statistical software package (SPSS Inc). We used the KolmogorovSmirnov test to test variables for normality. The Student unpaired t-test was used for comparison between 2 groups, and a paired t-test for intragroup comparison before and after rosiglitazone treatment. Partial Pearson correlation coefficients were used to establish the relationship between lipocalin-2 concentrations and various clinical characteristics, with adjustment for sex, age, and/or BMI. We also stratified human participants into 5 groups according to number of components of the metabolic syndrome (0, 1, 2, 3,
4) and used 1-way ANOVA with Scheffé-type multiple comparison test to compare serum lipocalin-2 concentrations among these groups. In all statistical comparisons, a P value <0.05 was used to indicate a significant difference.
| Results |
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agonist rosiglitazone
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To investigate whether altered mRNA expression in adipose tissue and liver leads to changes in circulating concentrations of lipocalin-2, we developed a sandwich ELISA method for measuring this protein in serum samples. To this end, we generated a polyclonal antibody against mouse lipocalin-2, using the recombinant protein as the antigen (Fig. 2
). The specificity of this antibody was validated by its selective immunoprecipitation of recombinant lipocalin-2 from bacterial lysate and serum samples (data not shown). The sandwich ELISA standard curve generated with recombinant murine lipocalin-2 yielded a consistent r value >0.985. This analysis revealed that circulating concentrations of lipocalin-2 in db/db mice were significantly higher than those in their lean littermates. On the other hand, rosiglitazone treatment decreased circulating lipocalin-2 concentrations in db/db mice.
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serum concentrations of lipocalin-2 are increased in obese humans and are closely associated with several anthropometric, biochemical, and inflammatory variables
To investigate the relationship between lipocalin-2 and obesity in humans, we also developed an in-house immunoassay for measurement of human lipocalin-2. Western blot analysis and immunoprecipitation revealed that the affinity-purified antihuman lipocalin-2 antibody selectively recognized an
25-kDa protein in human serum, which was subsequently confirmed by tandem mass spectrometry analysis to be human lipocalin-2 (data not shown). The immunoassay based on this antibody was highly specific to human lipocalin-2, with no detectable cross-reactivity to several other human adipokines and cytokines, including adiponectin, leptin, resistin, TNF
, C-reactive protein (CRP), IL-6, and other lipocalin family members, including retinol-binding protein 4 (RBP4) and adipocyte fatty acid binding protein (data not shown). The intra- and interassay CVs were 3.8%6.0% and 3.1%5.2%, respectively. This analysis showed that the circulating concentrations of lipocalin-2 were 20.9182.5 µg/L in the 229 study participants and exhibited gaussian distribution by KolmogorovSmirnov test. There was a trend toward a positive association between serum concentrations of lipocalin-2 and age (P = 0.055 and 0.068 before and after adjustment for sex, respectively).
Serum lipocalin-2 concentrations in males were significantly higher than those in females in both obese and lean groups (Table 3
). Notably, the circulating concentrations of lipocalin-2 in obese persons were significantly higher than those in lean persons, and this difference was significant for both sexes. A strong positive correlation was observed between serum lipocalin-2 concentrations and BMI (Table 2
). After adjustment for sex and age, serum concentrations of lipocalin-2 were positively correlated with waist-to-hip ratio; waist circumference; fat percentage; systolic blood pressure; fasting serum concentrations of insulin, triglycerides, and glucose; and the insulin resistance index by homeostasis model assessment (HOMA-IR) (26). On the other hand, lipocalin-2 concentrations were negatively correlated with fasting serum concentrations of HDL cholesterol. Notably, the positive correlations of serum lipocalin-2 with fasting glucose and HOMA-IR were still significant even after adjustment for BMI, suggesting that lipocalin-2 might be an independent risk factor for insulin resistance and hyperglycemia in humans. Notably, circulating lipocalin-2 concentrations in current smokers were much higher than those in nonsmokers [mean (SD) 93.5 (45.0) vs 66.3 (36.0) µg/L; P = 0.001], and this significance remained even after adjustment for age, sex, and BMI (P = 0.031).
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Several previous in vitro studies have suggested lipocalin-2 to be an acute-phase protein that can be induced by a variety of inflammatory stimuli (27)(28). Consistent with these experimental data, we observed a strong positive correlation between circulating lipocalin-2 and high-sensitivity CRP (hs-CRP), an established serum marker for chronic inflammation. This correlation remained significant even after adjusting for age, sex, and adiposity, suggesting that lipocalin-2 is independently associated with inflammation. In addition, serum lipocalin-2 concentrations were positively associated with adipocyte-fatty acid binding protein (A-FABP), a novel serum marker for adiposity and metabolic syndrome (20). On the other hand, there was no significant correlation between serum concentrations of lipocalin-2 and adiponectin (Table 2
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Patients with diabetes had higher mean (SD) serum concentrations of lipocalin-2 than those without this disease [82.4 (43.6) vs 69.6 (32.9) µg/L; P = 0.039 after adjustment for age and sex], but this significance disappeared after adjustment for BMI (P = 0.122). Mean (SD) serum lipocalin-2 concentrations in patients with metabolic syndrome were significantly higher than those without metabolic syndrome [83.2 (39.6) vs 67.5 (32.7) µg/L; P = 0.024 after adjustment for age and sex]. When study patients were further stratified according to the number of the components of metabolic syndrome, mean (SD) serum concentrations of lipocalin-2 for those with 0, 1, 2, 3 and
4 components of metabolic syndrome were 63.7 (29.4) µg/L (n = 43), 68.9 (34.6) µg/L (n = 61), 69.1 (37.7) µg/L (n = 49), 79.3 (36.9) µg/L (n = 40), and 87.7 (43.5) µg/L (n = 36), respectively. However, the correlation between serum lipocalin concentrations and the number of the metabolic syndrome criteria was not significant (P = 0.097).
changes in serum lipocalin-2 concentrations are correlated with the outcomes of clinical interventions in t2dm patients
We next investigated whether serum lipocalin-2 is a useful surrogate marker for monitoring the therapeutic responses to the PPAR
agonist rosiglitazone, a drug with insulin-sensitizing and antiinflammatory activities. To this end, we analyzed serum samples from 32 T2DM patients treated with rosiglitazone (4 mg twice daily) for 8 weeks. The clinical features of these patients are listed in Table 2
. During the 8-week intervention, there was no significant change in BMI, waist circumference, or serum triglycerides, whereas fasting glucose, fasting insulin, and HOMA-IR were all significantly decreased (Table 4
). Rosiglitazone treatment was also associated with a marked decrease in circulating concentrations of lipocalin-2 and hs-CRP. Furthermore, rosiglitazone-mediated relative changes in serum lipocalin-2 concentrations correlated well with relative changes in insulin sensitivity (r = 0.527; P = 0.002) and CRP (r = 0.509; P = 0.003). Serum concentrations of adiponectin were increased after rosiglitazone treatment (Table 4
), but there was no significant correlation between changes in serum adiponectin and lipocalin-2 concentrations.
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| Discussion |
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Our study provides both clinical and experimental evidence demonstrating that circulating lipocalin-2 is a marker for obesity and its associated pathologies. Although many tissues express lipocalin-2, our results suggest that adipose tissue and liver are probably the 2 principal sources that contribute to the increased circulating concentrations of this protein in obesity states. In db/db obese mice, increased serum concentrations of lipocalin-2 are associated with the selective elevation of its mRNA expression in adipose tissue and liver (Fig. 1
). In humans, lipocalin-2 concentrations are positively correlated with several adiposity variables, including BMI, waist circumference, and fat percentage (Table 2
), suggesting that the increased fat mass might also account for the increased circulating concentrations of this protein in obese humans.
In line with our results, several previous in vitro studies have demonstrated the abundant expression of lipocalin-2 in adipocytes (15) and macrophages(16), the 2 major cell populations in obese adipose tissue. Furthermore, lipocalin-2 expression is sharply increased after conversion of preadipocytes to mature adipocytes or inflammatory stimulation (33). Expression of lipocalin-2 in both adipose tissue and liver can be induced by lipopolysaccharides, suggesting lipocalin-2 to be an acute-phase protein (27). Consistent with our data from db/db diabetic/obese mice, an earlier microarray-based study also found a marked increase in lipocalin-2 expression in white adipose tissue of ob/ob obese mice (34). In contrast, another study of ob/ob mice demonstrated decreased lipocalin-2 expression in adipose tissue but increased expression in liver (27). Although we cannot explain the observed differences between these studies, these data collectively support the role of lipocalin-2 as an adipokine linked to the development of obesity-related metabolic disorders in animal models.
In agreement with the animal data, our clinical study results showed a marked increase of circulating lipocalin-2 in obese humans (Table 3
), findings similar to those occurring with many insulin resistance-inducing and inflammatory adipokines and cytokines, such as TNF
, IL6, and resistin (1)(2). Furthermore, we observed a significant positive correlation between lipocalin-2 concentrations and several variables associated with obesity-related metabolic disorders, including adverse lipid profiles (increased serum triglyceride and decreased HDL cholesterol), hyperinsulinemia, fasting glucose concentrations, and the insulin resistance index (HOMA-IR). The association of lipocalin-2 with fasting glucose and HOMA-IR remained significant even after adjustment for age, sex, and adiposity, suggesting that this protein might be an independent risk factor for hyperglycemia and insulin resistance in humans.
Chronic low-grade inflammation is now recognized to be a key mediator in the development of obesity-related metabolic and cardiovascular diseases. Numerous epidemiologic studies have demonstrated that circulating hs-CRP, an established marker of chronic inflammation, is an independent risk factor for T2DM as well as atherosclerotic heart diseases (35)(36). In this study, we have demonstrated a close association between lipocalin-2 and hs-CRP, independent of age, sex, and adiposity. Both lipocalin-2 and hs-CRP are increased in obese individuals. Furthermore, the relative changes in serum lipocalin-2 concentrations correlate well with the relative changes in CRP concentrations after treatment with rosiglitazone, a drug with antiinflammatory activities (19). These results suggest that lipocalin-2 can be considered a marker for monitoring obesity-related low-grade inflammation in humans.
The physiologic relevance of lipocalin-2 with respect to obesity and its related pathologies remains to be determined. Notably, 2 other members of the lipocalin family, RBP4 and A-FABP, which are also produced from adipocytes, have recently been reported to play important roles in regulating systemic energy homeostasis, insulin sensitivity, and inflammation in animal models. Transgenic overexpression of RBP4 or injection of recombinant RBP4 in normal mice causes insulin resistance (37). Conversely, genetic deletion of RBP4 enhances insulin sensitivity. Several independent studies have shown that targeted disruption of the A-FABP gene provides significant protection from both dietary and genetic obesity-associated insulin resistance, hyperglycemia, and fatty liver diseases and also leads to marked alleviation of inflammation and atherosclerosis associated with ApoE-deficient mice (38)(39)(40). Our preliminary results showed that administration of a neutralizing antibody that blocks the actions of lipocalin-2 can alleviate insulin resistance, hyperglycemia, and inflammation in db/db mice (unpublished observations), suggesting that increased lipocalin-2 might play a etiologic role in the development of obesity-related pathologies, a possibility that is currently under active investigation in our laboratory.
In summary, our study provides the first clinical evidence demonstrating that serum concentrations of lipocalin-2 are closely associated with obesity and its related chronic inflammation and metabolic complications. Our findings that rosiglitazone-mediated decreases in serum lipocalin-2 concentrations correlate well with decreases in inflammation and insulin sensitivity suggest that serum lipocalin-2 can be a useful marker for evaluating the therapeutic outcomes of clinical interventions for obesity-related metabolic and cardiovascular diseases. The major limitation of this study, however, is the lack of data providing insight into the mechanisms that underlie the increase of serum lipocalin-2 concentrations in obesity and its related pathologies. In addition, we cannot address the question of whether increased lipocalin-2 is a causative factor or simply an irrelevant bystander in the pathogenesis of obesity-associated metabolic abnormalities. Further longitudinal studies should allow us to determine the direction of the observed associations, the regulatory factors that modulate serum lipocalin-2, and the predictive value of this biomarker for obesity-associated metabolic and cardiovascular diseases.
| Acknowledgments |
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| Footnotes |
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, tumor necrosis factor
; NGAL, neutrophil gelatinaseassociated lipocalin; BMI, body mass index; PBS, phosphate-buffered saline; CRP; C-reactive protein; RBP4, retinol binding protein 4; HOMA-IR, homeostasis model assessment index for insulin resistance; hs-CRP; high-sensitivity C-reactive protein; A-FABP, adipocyte-fatty acid binding protein 4. | References |
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