==== Front Ann Saudi MedAnn Saudi MedAnnals of Saudi Medicine0256-49470975-4466King Faisal Specialist Hospital and Research Centre 2236682310.5144/0256-4947.2012.121asm-2-121Original ArticleAssociation of genetic polymorphisms of glutamate decarboxylase 2 and the dopamine D2 receptor with obesity in Taiwanese subjects Chen Ke-Chang aLin Yi-Chen aChao Wen-Chii aChung Hsieh-Kun aChi Su-Sheng aLiu Wen-Sheng bWu Wen-Tung c a Department of General Surgery, Antai, Tian-Sheng Memorial Hospital, Pingtung, Taiwan b Asia-Pacific Biotech Developing, Inc., Kaohsiung, Taiwan c Department of Biotechnology, Yung-Ta Institute of Technology and Commerce, Pingtung, TaiwanCorrespondence: Wen-Tung Wu, Department of Biotechnology, Yung-Ta Institute of Technology and Commerce, Pingtung, Taiwan, T: +886-8-7233733 ext.529, F: +886-8-7212646, gerrywu8769@yahoo.com.twMar-Apr 2012 32 2 121 126 01 2 2011 Copyright © 2012, Annals of Saudi Medicine2012This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.BACKGROUND AND OBJECTIVES It has been proposed that glutamate decarboxylase 2 and the dopamine D2 receptor are involved in the brain reward cascade to increase carbohydrate craving and cause eating disorders. We investigated the association between the polymorphisms of the GAD2 and DRD2 genes and obesity with a higher body mass index (BMI) in Taiwanese patients. DESIGN AND SETTING A retrospective, case-control study at Antai Tian-Sheng Memorial Hospital from 1 January to 31 December 2009. SUBJECTS AND METHODS Of 300 subjects enrolled in the study, 132 were obese (BMI≥30 kg/m2) and 168 controls were not obese (BMI≤24 kg/m2). The polymorphisms of GAD2 (+61450 C/A), (+83987 T/A) and DRD2 (S311C) were characterized, respectively, by polymerase chain reaction-restriction fragment length polymorphism. The genotype and allele frequencies of the polymorphisms in this study were statistically analyzed. RESULTS The genotype and allele frequencies of the GAD2 (+83987 T/A) and DRD2 (S311C) were significantly different between cases and controls (P=.001 for both). The frequencies of TT genotype and T allele of the GAD2 (+83987 T/A) as well as the frequencies of Ser/Cys genotype and Cys allele of DRD2 (S311C) were higher in cases compared to controls (P=.034 and .036 for both). CONCLUSIONS The study demonstrated a statistically significant difference in the frequency of the GAD2 (+83987 T/A) and DRD2 (S311C) genes between cases and controls in Taiwanese subjects. ==== Body Obesity, an abnormal excessive storage of body fat, has contributed to the gradually increasing list of health complications, such as heart disease, type 2 diabetes, breathing difficulties during sleep, hypertension, dyslipidemia, heart failure, stroke, cancers, and osteoarthritis.1 The definition of obesity is based on body mass index (BMI), an index of weight-for-height that that is associated with the content of body fat. It is well known that obesity is most commonly caused by a combination of excessive dietary calories, lack of physical activity, and genetic susceptibility. The causes of obesity are debated and studied, but previous studies have suggested that some reasons behind morbid obesity may include a genetic predisposition, endocrine disorders, medications, or psychiatric illness.2–5 It has been demonstrated that the glutamate decarboxylase 2 gene (GAD2) on the locus of chromosome 10p12 is the candidate gene concerned for craving behavior and weight gain, and is associated with severe human obesity.6,7 GAD2 plays a role in catalyzing the production of the γ-aminobutyric acid (GABA) neurotransmitter in neurochemical pathway, and regulates the release of dopamine (DA) in the nucleus accumbens site. DA is known as a pleasure or antistress molecule, and it is involved in the events of the brain reward cascade.8 Boutin et al9 showed that the variations of +61450 C/A and +83897 T/A GAD2 gene were associated with the modulation of food intake and the development of morbid obesity. Conversely, Swarbrick et al10 found that the GAD2 gene did not play an important role in severe obesity in three independent case-control studies carried out in Germany, the United States, and Canada. The dopamine D2 receptor gene (DRD2), located on chromosome 11q23, encodes the D2 subtype of the DA receptor, to maintain normal craving behaviors.11 More recent data has indicated that a lack of D2 receptors caused subjects to have a high risk for multiple addictive, impulsive, and compulsive behaviors, such as alcoholism, glucose binging, sex addiction, and antisocial behaviors.12 Consistently, an amino acid enkephalinase known as synaptamine potentially induces DA release and stimulates the proliferation of D2 receptors and promotes the attenuation of abnormal behaviors. DA deficiency is usually due to an association with the DRD2 gene A1 allele and other gene variations involved in the reward cascade. This reduces DA release and/or receptivity and has been described as the reward deficiency syndrome (RDS).13 Pharmacological studies have described that cannabinoid and opioid receptor antagonists could potentially attenuate alcohol addiction and help to control alcohol intake and reduce the motivation to consume alcohol.14 Recently, a novel therapeutic approach was proposed to reduce many harmful craving behaviors by using immunologically compatible substances, through the help of a genetic positioning system map.15 Individuals with genetic polymorphisms crave substances that will increase DA release at the “reward site” in the mesolimbic region of the brain that helps them feel normal. Neurofeedback was used to exercise the brain to achieve a feeling of wellbeing through its impact on neurotransmitter rebalancing. It was an attractive method, as it was medicationfree and a type of neurophysiologic and self-actualizing treatment for a substance-based, brain-impaired, and self-defeating disorders.16 Recent studies have reported the differences in the prevalence of the S311C variances in the DRD2 gene in different populations.17,18 For example, the prevalence of the C311 allele was 16% in Pima Indians, 3% in Caucasians, and 2.3% in the Japanese population. The C311 variant of the dopamine D2 receptor has been shown to markedly impair the ability to modulate craving behaviors.19,20 Additionally, in Pima Indians, the DRD2 gene was located near a locus known to influence type 2 diabetes, obesity, and energy expenditure. Individuals with a C311-encoding allele have a higher BMI than those homozygous with an S311-encoding allele.21,22 In this study, we suggest that the GAD2 and DRD2 polymorphism is associated with addiction and craving behaviors, and we investigated the association between GAD2 (+61450 C/A, +83897 T/A) and DRD2 (S311C) polymorphism and obesity in Taiwanese subjects. SUBJECTS AND METHODS Of 300 subjects in the study, there were 168 controls with an average age of 56.8 (13.4) years, including 70% non-obese women (BMI≤24 kg/m2) and 132 cases with an average age of 48.9 (10.9) years, including 75% obese women (BMI≥30 kg/m2). The patients were selected from the Antai Tian-Sheng Memorial Hospital in Taiwan from March to October in 2009. Normal body weight was defined as BMI in the range 18.5–24.9 kg/m2 and obesity was defined as BMI≥30 kg/m2. All individuals agreed to participate in the study. The study plan was accepted and supported by the Ethical Committee of the Antai Tian-Sheng Memorial Hospital. All specimens were collected and stored at −20°C until DNA extraction. DNA extraction Total genomic DNA was extracted with the DNeasy Kit (Qiagen, USA) according to the manufacturer’s instructions. The blood was digested with 0.5 mg/mL proteinase K in 400 μL cell-lysis solution for 24 hours at 55°C until the blood was completely lysed. After adding 200 μL absolute ethanol to the lysed sample, the mixture was transferred into the DNeasy mini column and centrifuged for 1 minute at 8000 revolutions per minute (rpm). The DNeasy mini column was washed with 500 μL washing buffer and centrifuged for 1 minute at 8000 rpm. Finally, the DNA was eluted in a clean 1.5-mL microcentrifuge tube. The amount of DNA was measured spectrophotometrically using a spectrophotometer (GeneQuant, GE Healthcare Bio-Sciences AB, Sweden) and stored at −20°C until polymerase chain reaction (PCR) amplification. Gene polymorphisms The T/A substitution at position +83897 in the GAD2 gene was assessed by PCR amplification and the products were submitted to digest. The sequences of PCR primers were 5′-GTG GCA GGC AGC TGA TAG TC-3′ (sense) and 5′-CAC CTG TGG GAC AGA CCA TA-3′ (antisense) with an expected PCR product size of 242 bp. Amplification was performed by using a Perkin-Elmer 9700 thermal cycler (Applied Biosystems, Foster City, CA) and polypropylene PCR plates no. 170651 (Biozym, Landgraaf, The Netherlands). The amplification conditions consisted of 94°C for 3 minutes, followed by 45 cycles of 94°C for 1 minute, 56°C for 1 minute, and 72°C for 40 seconds. The reaction was terminated by a final elongation at 72°C for 7 minutes. The products were digested with 5 U/μL of AluI at 37°C for 2 hours and formed 146- and 96-bp DNA products for allele T and an intact fragment of 242-bp DNA products for allele A. The digested products were separated on a 2.5% agarose gel stained with ethidium bromide (0.5 μg/mL), and genotypes were determined by analyzing different bands. The C/A substitution at position +61450 in the GAD2 gene was genotyped by tetra-primer amplification refractory mutation system (ARMS)-PCR by using 2 primer pairs to amplify, respectively. The primers were as follows: GAD-61450-FiC 5′-ATT CTT ACT GAC AAA GCT GAG TTT ACC C-3′ and GAD-61450-Ro 5′-TAT TTA GGT GAA GTG CTT AGA ACT GTG C-3′, the 199 bp for detecting the C allele; and GAD-61450-RiA 5′-TCA TGT TCT ATG GCT AGA TGT CTA ATC CT-3′ and GAD-61450-Fo 5′-GGC AGC TTC TCT TCT AAA AAG ACA AAT A-3′, the 151 bp for detecting the A allele. The S311C variant in DRD2 was genotyped by amplification of the corresponding DNA fragment according to the PCR method. The 294 bp PCR fragments were digested with Sau961 restriction enzyme (New England Biolabs, United Kingdom). The Ser311 allele has 4 bands of 126, 92, 53, and 23 bp, whereas the Cys311 allele has 3 bands of 149, 92, and 53 bp. Genotyping was checked by two readers who were blinded to the clinical data. Statistical analysis Genotype and allele frequencies were compared by analysis of variance (ANOVA) and the χ2 test for small sample size. The P value, odds ratios, and 95% confidence interval were calculated. A P value of less than .05 was significant for all analyses. RESULTS Women and men comprised approximately equal proportions of the case and control groups (Table 1). Since men and women differ in adiposity, women are more liable to being obese than men. The frequencies of GAD2 (+83897 T/A) TT, TA, and AA genotypes were 31.8%, 46.3%, and 21.9% in cases and 14.9%, 52.9%, and 26.2% in controls, respectively (Table 2). The distribution of GAD2 (+83897 T/A) genotypes was significantly different in controls and cases (P=.001, OR 1.603, 95% CI 1.032–2.489). The frequencies of DRD2 (Ser311Cys) SS, SC, and CC genotypes were 46.2%, 43.2%, and 10.6% in cases and 60.7%, 32.1%, and 7.2% in controls, respectively. The distribution of DRD2 (Ser311Cys) genotypes was significantly different in controls and cases (P=.001, OR 1.83, 95% CI 1.258–2.6). No association was observed in the polymorphism of the +61450 C/A of GAD2 gene. The allelic distribution of GAD2 (+83897 T/A) and DRD2 (Ser311Cys) polymorphisms between the two groups were statistically significant (P=.034 and P=.036), respectively. DISCUSSION Obesity is a chronic disease that contributes to metabolic complications, including hypertension, cardiovascular disease, type 2 diabetes, and some cancers in both men and women. These complications increase the risk of mortality and morbidity worldwide. Genetic risk factors play an important role in the development of obesity in humans. Rankinen et al23 described an obesity-related genes map to show putative loci on all chromosomes except Y. A total of 127 candidate genes have been reported, and these gene variations were associated with obesity phenotypes. Among these genes, Blum et al24 found that low D2 receptor density and DRD2 gene polymorphisms were associated with risk for relapse of substance abuse, including alcohol dependence, heroin craving, cocaine dependence, methamphetamine abuse, nicotine sensitization, and glucose craving. Moreover, the defect of the DRD2 gene is associated with RDS, which is a dysfunction in the brain reward cascade involved in abnormal craving behavior. In spite of all the supportive data, few genetic treatments have not been developed to attenuate the abnormal craving behaviors. Blum et al25 have succeeded in the development of the DNA-customized nutraceutical product, LG839, which is an antiobesity agent, that could increase weight loss, decrease food cravings, prevent weight regain, and also reduce stress. Among the obesity-related genes (LEP, PPAR-γ2, MTHFR, 5-HT2A, and DRD2 genes), only the DRD2 genes polymorphism had a significant association with days on treatment. DA is a neurotransmitter in the brain reward pathway that controls feelings of motivation, reward, and behaviors through the interaction with D2 receptor.26 The central job of the reward pathway is to make us feel better while we are involved in behaviors that are necessary for our survival. These beneficial behaviors include eating, drinking, and sex. Tataranni et al27 described that the absence of the murine dopamine D2 receptor gene led to the bradykinesia and hypothermia. These findings were the first evidence indicating that a genetic mutation was associated with reduced energy expenditure in humans. The authors suggested that the impact of this mutation on human obesity was small, and that the energy deficit induced was not large enough to significantly influence body weight in this population. Southon et al28 described that Ser311Cys polymorphisms in the DRD2 gene are unlikely to be common causes of obesity in the Nauruan and Australian population. GABA is also a neurotransmitter in the mammalian central nervous system. It plays a major role in enhancing food intake by interacting with neuropeptide Y (NPY).29 Many other physiologic processes in the brain are also associated with NPY, including the regulation of energy balance, memory, and learning; epilepsy is also associated with NPY. Allen et al30 discovered the highest levels of NPY immunoreactivity within the paraventricular nucleus of the hypothalamus in the rat brain. With in situ hybridization and immunoassay studies, Hanson et al31 observed that the NPYergic activity increases the food intake of rats. This was further confirmed by behavioral assays. Additionally, orexigenic studies have proved that exogenous NPY could also enhance feeding behavior, such as a NPY agonist: dexamethasone or N-acetyl (Leu28, Leu31) NPY (24–36).32,33 Moreover, Dryden et al34 reported that weight gain was increased by the hypothalamic arcuate nucleus and the paraventricular nucleus pathway in the fatty Zucker rat, a well-known animal model of obesity and insulin resistance. The results support the association between NPY and obesity. A recent study investigated a role of positional candidate gene GAD2, which encodes for glutamate decarboxylase, in the development of morbid obesity.7 Previous reports have found 15 variants in a coding and regulating region in patients with type 1 diabetes.35 In a study reported by Boutin et al,9 3 variants -243 A/G, +61450 C/A, and +83897 T/A in GAD2 were found, and these variants were associated with obesity in the French population. The activity of the promoter variant -243 A/G in GAD2 was about 6 times higher than that of the wild-type promoter, and it could increase the concentration of GABA and increase dietary intake in the hypothalamus. Additionally, the +61450 C/A and +83897 T/A variants in coding region of GAD2 have proved the implications of family history of obesity in obese patients. Likewise, 6 GAD2 sequence variants were genotyped by Choquette et al.6 The results proved the association between +61450 C/A and +8473 A/C polymorphisms and eating behavior and dietary intake in women. The two variants could significantly increase BMI and body weight. The authors suggested these GAD2 polymorphisms influence eating behavior and dietary intake, resulting in increased weight gain. In the current study, a significant association was found between +83897 T/A polymorphism and dietary intake. We did not observe any association between the GAD2 -243 A/G variant and obesity in this study. In the future, we will conduct an adequately powered case-control study to test the association between obesity and the GAD2 -243 A/G variant in Taiwanese. This case-control study will help in a meta-analysis of the findings of other research performed to study the association between the -243 A/G and obesity. In conclusion, these experiments suggest that the polymorphisms of GAD2 (+83897 T/A) and DRD2 (-243 A/G) are significantly associated with an increased risk of developing obesity. We recognized that the value of this study was limited by a relative small sample and also that only a few variants in each gene were studied. Eventually, if confirmatory studies are done on large populations to assess the significance, these variants may be concluded as factors predisposing an individual to obesity. Acknowledgments We thank all individuals who agreed to participate in this study. We thank the Ethics Committee of the Antai Tian-Sheng Memorial Hospital in Donggang, Pingtung, for supporting us to collect samples and carry out genotype analysis, and giving us the Certifiacte of Approval from the Institutional Review Board. Finally, we thank the Asia-Pacific Biotech Developing, Inc. in Kaohsiung for assisting with the steps requiring biotechnological expertise. Table 1 Demographic data of cases and controls. Group N Body mass index (kg/m2) Age (years) Women (%) Cases 132 38.2 (7.4) 48.9 (10.9) 75 Controls 168 21.5 (2.3) 56.8 (13.4) 70 Values are mean and standard deviation unless otherwise indicated. Table 2 Genotype and allele distributions among the cases and controls. Cases N, (%) Controls N, (%) OR (95% CI) P GAD2 +61450 C/A Genotype 0.986 (0.707–1.376) NS CC 60 (45.5%) 72 (42.9%) CA 42 (31.8%) 64 (38.1%) AA 30 (22.7%) 32 (19.0%) Allele 0.898 (0.616–1.303) NS C 162 (61.4%) 208 (61.9%) A 102 (38.6%) 128 (38.1%) GAD2 +83987 T/A Genotype 1.603 (1.032–2.489) .001 TT 42 (31.8%) 25 (14.9%) TA 61 (46.3%) 89 (52.9%) AA 29 (21.9%) 44 (26.2%) Allele 1.913 (1.621–2.375) .034 T 145 (54.9%) 139 (41.3%) A 119 (45.1%) 177 (52.7%) DRD2 Ser311Cys Genotype 1.83 (1.258–2.6) .001 Ser/Ser 61 (46.2%) 102 (60.7%) Ser/Cys 57 (43.2%) 54 (32.1%) Cys/Cys 14 (10.6%) 12 (7.2%) Allele 1.6 (1.23–2.2) .036 Ser 179 (67.8%) 258 (76.8%) Cys 85 (32.2%) 78 (23.2%) OR: Odds ratio, NS: not significant, Ser:serine, Cys: cysteine. ==== Refs REFERENCES 1 Kopelman PG Obesity as a medical problem Nature 2000 404 635 43 10766250 2 Eckel RH Krauss RM American Heart Association call to action: Obesity as a major risk factor for coronary heart disease. AHA Nutrition Committee Circulation 1998 97 2099 100 9626167 3 Must A Spadano J Coakley EH Field AE Colditz G Dietz WH The disease burden associated with overweight and obesity JAMA 1999 282 1523 9 10546691 4 Calle EE Thun MJ Petrelli JM Rodriguez C Heath CW Jr Bodymass index and mortality in a prospective cohort of U.S. adults N Engl J Med 2003 341 1097 105 5 Hager J Dina C Francke S Dubois S Houari M Vatin V A genome wide scan for human obesity genes reveals a major susceptibility locus on chromosome 10 Nat Genet 1998 20 304 8 9806554 6 Choquette AC Lemieux S Tremblay A Drapeau V Bouchard C Vohl MC GAD2 gene sequence variations are associated with eating behaviors and weight gain in women from the Quebec family study Physiol Behav 2009 98 505 10 19686769 7 Tiwari HK Bouchard L Pérusse L Allison DB Is GAD2 on chromosome 10p12 a potential candidate gene for morbid obesity? Nutr Rev 2005 63 315 9 16220643 8 Blum K Kozlowski GP Ethanol and neuromodulator interactions: A cascade model of reward Ollat H Parvez S Parvez H Alcohol and Behavior Utrecht The Netherlands VSP Press 1990 131 49 9 Boutin P Dina C Vasseur F Dubois S Corset L Séron K GAD2 on Chromosome 10p12 is a candidated gene for human obesity PLoS Biol 2003 1 361 71 10 Swarbrick MM Waldenmaier B Pennacchio LA Lind DL Cavazos MM Geller F Lack of support for the association between GAD2 polymorphisms and severe human obesity PLos Biol 2005 3 1662 71 11 Eubanks JH Djabali M Selleri L Grandy DK Civelli O McElligott DL Structure and linkage of the D2 dopamine receptor and neural cell adhesion molecule genes on human chromosome 11q23 Genomics 1992 14 1010 8 1478642 12 Blum K Braveman ER Holder JM Lubar JF Monastra VJ Miller D Reward deficiency syndrome: A biogenetic model for the diagnosis and treatment of impulsive, addictive, and compulsive behaviors J Psychoactive Drugs 2000 32 1 112 13 Blum K Chen AL Chen TJ Braverman ER Reinking J Blum SH Activation instead of blocking mesolimbic dopaminergic reward circuitry is a preferred modality in the long term treatment of reward deficiency syndrome (RDS): A commentary Theor Biol Med Model 2008 5 24 19014506 14 Colombo G Serra S Vacca G Carai MA Gessa GL Endocannabinoid system and alcohol addiction: Pharmacological studies Pharmacol Biochem Behav 2005 81 369 80 15939463 15 Downs BW Chen AL Chen TJ Waite RL Braverman ER Kerner M Nutrigenomic targeting of carbohydrate craving behavior: Can we manage obesity and aberrant craving behaviors with neurochemical pathway manipulation by Immunological Compatible Substances (nutrients) using a Genetic Positioning System (GPS) Map? Med Hypotheses 2009 73 427 34 19450935 16 Blum K Giordano J Morse S Liu Y Tan J Bowirrat A Genetic Addiction Risk Score (GARS) analysis: Exploratory development of polymorphic risk alleles in polydrug addicted males Integr Omics Appl Biol 2010 1 1 14 17 Itokawa M Arinami T Futamura N Hamaguchi H Toru M A structural polymorphism of human dopamine D2 receptor, D2 (Ser3113Cys) Biochem Biophys Res Commun 1993 196 1369 75 7902708 18 Cravchik A Sibley DR Gejman PV Functional analysis of the human D2 dopamine receptor missense variants J Biol Chem 1996 271 26013 7 8824240 19 Blum K Braverman ER Wood RC Gill J Li C Chen TJ Increased prevalence of the Taq I A1 allele of the dopamine receptor gene (DRD2) in obesity with comorbid substance use disorder: A preliminary report Pharmacogenetics 1996 6 297 305 8873216 20 Comings DE Gade R MacMurray JP Muhleman D Peters WR Genetic variants of the human obesity (OB) gene: Association with body mass index in young women, psychiatric symptoms, and interaction with the dopamine D2 receptor (DRD2) gene Mol Psychiatry 1996 1 325 35 9118359 21 Norman RA Tataranni PA Pratley R Thompson DB Hanson RL Prochazka M Autosomal genomic scan for loci linked to obesity and energy metabolism in Pima Indians Am J Hum Genet 1998 62 659 68 9497255 22 Jenkinson CP Hanson R Cray K Wiedrich C Knowler WC Bogardus C Association of dopamine D2 receptor polymorphisms Ser-311Cys and Taq1A with obesity or type 2 diabetes mellitus in Pima Indians Int J Obes Relat Metab Disord 2000 24 1233 8 11093282 23 Rankinen T Zuberi A Chagnon YC Weisnagel SJ Argyropoulos G Walts B The human obesity gene map: The 2005 update Obesity (Silver Spring) 2006 14 529 644 16741264 24 Blum K Chen TJ Downs BW Bowirrat A Waite RL Braverman ER Neurogenetics of dopaminergic receptor supersensitivity in activation of brain reward circuitry and relapse: Proposing “deprivation-amplification relapse therapy” (DART) Postgrad Med 2009 121 176 96 19940429 25 Blum K Chen AL Chen TJ Rhoades P Prihoda TJ Downs BW LG839: Anti-obesity effects and polymorphic gene correlates of reward deficiency syndrome Adv Ther 2008 25 894 913 18781289 26 Davis C Levitan RD Kaplan AS Carter J Reid C Curtis C Reward sensitivity and the D2 dopamine receptor gene: A case-control study of binge eating disorder Prog Neuropsychopharmacol Biol Psychiatry 2008 32 620 8 18262320 27 Tataranni PA Baier L Jenkinson C Harper I Del Parigi A Bogardus C A Ser311Cys mutation in the human dopamine receptor D2 gene is associated with reduced energy expenditure Diabetes 2001 50 901 4 11289060 28 Southon A Walder K Sanigorski AM Zimmet P Nicholson GC Kotowicz MA The Taq IA and Ser311 Cys polymorphisms in the dopamine D2 receptor gene and obesity Diabetes Nutr Metab 2003 16 2 6 29 Colmers WF El Bahn B Neuropeptide Y and Epilepsy Epilepsy Curr 2003 3 53 8 15309085 30 Allen YS Adrian TE Allen JM Tatemoto K Crow TJ Bloom SR Neuropeptide Y distribution in the rat brain Science 1983 221 877 9 6136091 31 Hanson ES Dallman MF Neuropeptide Y (NPY) may integrate responses of hypothalamic feeding systems and the hypothalamo-pituitary-adrenal axis J Neuroendocrinol 1995 7 273 9 7647769 32 White BD Dean RG Edwards GL Martin RJ Type II corticosteroid receptor stimulation increase NPY gene expression in basomedial hypothalamus of rats Am J Physiol 1994 266 R1523 9 8203629 33 King PJ Widdowson PS Doods HN Williams G Regulation of neuropeptide Y release by neuropeptide Y receptor ligands and calcium channel antagonists in hypothalamic slices J Neurochem 1999 73 641 6 10428060 34 Dryden S Pickavance L Frankish HM Williams G Increased neuropeptide Y secretion in the hypothalamic paraventricular nucleus of obese (fa/fa) Zucker rats Brain Res 1995 690 185 8 8535835 35 Johnson GC Payne F Nutland S Stevens H Tuomilehto-Wolf E Tuomilehto J A comprehensive, statistically powered analysis of GAD2 in type 1 diabetes Diabetes 2002 51 2866 70 12196483