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Teixeira MR, Silva T, Felício RDFM, Bozza PT, Zembrzuski VM, de Mello Neto CB, da Fonseca ACP, Kohlrausch FB, Salum KCR. Exploring the genetic contribution in obesity: An overview of dopaminergic system genes. Behav Brain Res 2025; 480:115401. [PMID: 39689745 DOI: 10.1016/j.bbr.2024.115401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 12/13/2024] [Accepted: 12/13/2024] [Indexed: 12/19/2024]
Abstract
Obesity is a widespread global health concern that affects a significant portion of the population and is associated with reduced quality of life, morbidity, and mortality. It is considered a pandemic, with its prevalence constantly rising in Western countries. As a result, numerous studies have focused on understanding the elements that contribute to obesity. Researchers have focused on neurotransmitters in the brain to develop weight management drugs that regulate food intake. This review explores the literature on genetic influences on dopaminergic processes to determine whether genetic variation has an association with obesity in reward-responsive regions, including mesolimbic efferent and mesocortical areas. Various neurotransmitters play an essential role in regulating food intake, such as dopamine which controls through mesolimbic circuits in the brain that modulate food reward. Appetite stimulation, including primary reinforcers such as food, leads to an increase in dopamine release in the reward centers of the brain. This release is related to motivation and reinforcement, which determines the motivational weighting of the reinforcer. Changes in dopamine expression can lead to hedonic eating behaviors and contribute to the development of obesity. Genetic polymorphisms have been investigated due to their potential role in modulating the risk of obesity and eating behaviors. Therefore, it is crucial to assess the impact of genetic alterations that disrupt this pathway on the obesity phenotype.
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Affiliation(s)
- Myrela Ribeiro Teixeira
- Human Genetics Laboratory, Department of General Biology, Institute of Biology, Federal Fluminense University, Professor Marcos Waldemar de Freitas Reis Street, Niterói, RJ 24210-201, Brazil; Human Genetics Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), 4365 Brazil Avenue, Leônidas Deane Pavilion, Rio de Janeiro, RJ 21040-360, Brazil; Postgraduate Program in Science and Biotechnology, Department of General Biology, Institute of Biology, Federal Fluminense University, Professor Marcos Waldemar de Freitas Reis Street, Niterói, RJ 24210-201, Brazil
| | - Tamara Silva
- Genetics Laboratory, Grande Rio University/AFYA, Professor José de Souza Herdy Street, 1160 - Jardim Vinte e Cinco de Agosto, Duque de Caxias, RJ 25071-202, Brazil
| | - Rafaela de Freitas Martins Felício
- Congenital Malformation Epidemiology Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), 4365 Brazil Avenue, Leônidas Deane Pavilion, Rio de Janeiro, RJ 21040-360, Brazil
| | - Patrícia Torres Bozza
- Laboratory of Immunopharmacology, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), 4365 Brazil Avenue, Rio de Janeiro, RJ 21040‑360, Brazil
| | - Verônica Marques Zembrzuski
- Human Genetics Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), 4365 Brazil Avenue, Leônidas Deane Pavilion, Rio de Janeiro, RJ 21040-360, Brazil
| | - Cicero Brasileiro de Mello Neto
- Human Genetics Laboratory, Department of General Biology, Institute of Biology, Federal Fluminense University, Professor Marcos Waldemar de Freitas Reis Street, Niterói, RJ 24210-201, Brazil; Postgraduate Program in Science and Biotechnology, Department of General Biology, Institute of Biology, Federal Fluminense University, Professor Marcos Waldemar de Freitas Reis Street, Niterói, RJ 24210-201, Brazil
| | - Ana Carolina Proença da Fonseca
- Human Genetics Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), 4365 Brazil Avenue, Leônidas Deane Pavilion, Rio de Janeiro, RJ 21040-360, Brazil; Genetics Laboratory, Grande Rio University/AFYA, Professor José de Souza Herdy Street, 1160 - Jardim Vinte e Cinco de Agosto, Duque de Caxias, RJ 25071-202, Brazil; Laboratory of Immunopharmacology, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), 4365 Brazil Avenue, Rio de Janeiro, RJ 21040‑360, Brazil; Postgraduate Program in Translational Biomedicine, Grande Rio University/AFYA, Professor José de Souza Herdy Street, 1160 - Jardim Vinte e Cinco de Agosto, Duque de Caxias, RJ 25071-202, Brazil
| | - Fabiana Barzotto Kohlrausch
- Human Genetics Laboratory, Department of General Biology, Institute of Biology, Federal Fluminense University, Professor Marcos Waldemar de Freitas Reis Street, Niterói, RJ 24210-201, Brazil
| | - Kaio Cezar Rodrigues Salum
- Human Genetics Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation (Fiocruz), 4365 Brazil Avenue, Leônidas Deane Pavilion, Rio de Janeiro, RJ 21040-360, Brazil; Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Professor Rodolpho Paulo Rocco Street, 255, University City, Rio de Janeiro, RJ 21941-617, Brazil.
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Luengo N, Goldfield GS, Obregón AM. Association between dopamine genes, adiposity, food addiction, and eating behavior in Chilean adult. Front Nutr 2024; 11:1466384. [PMID: 39385779 PMCID: PMC11463150 DOI: 10.3389/fnut.2024.1466384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 08/22/2024] [Indexed: 10/12/2024] Open
Abstract
Background A frequent consumption of high sugar/fat foods can affect dopamine signaling in the brain and cause sustained stimulation of the reward system. It has been hypothesized that a hypodopaminergic trait results in an individual overeating in order to increase brain DA. Genetic variants in this route have been connected with addiction and eating behaviors. Most studies focus on a specific SNP, and few studies have used multilocus genetic scores, which quantify genetic risk on a continuum. Aim To assess the relationship between multilocus genetic scores based on multiple gene variants in the dopaminergic pathway and measurements of anthropometry, eating behavior, food reinforcement, and food addiction (FA) in Chilean adults. Methods We recruited 221 Chilean adults for a cross-sectional study. A standard anthropometric measurement procedure was followed and eating behavior was examined using the Three Factor Eating questionnaire (TFEQ), Food Reinforcement Value Questionnaire (FRVQ), Yale Food Addiction Scale (YFAS) and 24-h diet recall. Multilocus genetic scores were calculated using TaqMan assays (rs1800497-rs1799732-rs6277-rs4680). Results No differences were found in the entire sample for anthropometric measurements, by MLGS. We found that participants with a score ≥ 2.0 in the MLGS showed higher food choices on the RVFQ and lower energy intake in protein, lipids, SAFA, MUFA, PUFA, dietary cholesterol, omega-3 and Omega-6 fatty acids in the 24-h recall (p < 0.05). Stratified by nutritional condition, the group with obesity had inferior scores on cognitive restriction, greater scores on uncontrolled eating, emotional eating, and responding to palatable food in the RVFQ. Also, in subjects with obesity, there was more food addiction in the group scoring "MLGS ≥2.0 or low dopamine signaling" (53%), compared to the group scored "MLGS <2.0 or high dopamine signaling" (23%) (p-value; 0.05). Emotional Eating scores correlated positively with MLGS in subjects with obesity. Conclusion In adults with obesity, the MLGS of the dopamine pathway, reflecting hypodopaminergic signaling, was associated with greater scores on food addiction and altered eating behavior traits.
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Affiliation(s)
- Nicole Luengo
- Escuela de Nutrición y Dietética, Facultad de Ciencias para el cuidado de la Salud, Universidad San Sebastián, Concepción, Chile
| | - Gary S. Goldfield
- Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada
| | - Ana M. Obregón
- Escuela de Nutrición y Dietética, Facultad de Ciencias para el cuidado de la Salud, Universidad San Sebastián, Concepción, Chile
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Hidalgo Vira N, Oyarce K, Valladares Vega M, Goldfield GS, Guzmán-Gutiérrez E, Obregón AM. No association of the dopamine D2 receptor genetic bilocus score (rs1800497/rs1799732) on food addiction and food reinforcement in Chilean adults. Front Behav Neurosci 2023; 17:1067384. [PMID: 37064299 PMCID: PMC10102336 DOI: 10.3389/fnbeh.2023.1067384] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 02/08/2023] [Indexed: 04/03/2023] Open
Abstract
Purpose: Different systems regulate food intake. In the reward system, dopamine (DA) is the main neurotransmitter, and a variety of genetic variants (rs1799732 and rs1800497) are associated with addiction. Addiction is a highly polygenic disease, where each allelic variant adds a small amount of vulnerability. Polymorphisms rs1799732 and rs1800497 are associated with eating behavior and hedonic hunger, but links to food addiction remain unclear.Aim: To evaluate the association between the bilocus profile (rs1799732-rs1800497) of the dopaminergic pathway with food reinforcement and food addiction in Chilean adults.Methods: A cross-sectional study recruited a convenience sample of 97 obese, 25 overweight, and 99 normal-weight adults (18–35 years). Anthropometric measurements were performed by standard procedures and eating behavior was assessed using the: Food Reinforcement Value Questionnaire (FRVQ) and Yale Food Addiction scale (YFAS). The DRD2 genotypes were determined by TaqMan assays (rs1800497 and rs1799732). A bilocus composite score was calculated.Results: In the normal weight group, individuals who were heterozygous for the rs1977932 variant (G/del) showed higher body weight (p-value 0.01) and abdominal circumference (p-value 0.01) compared to those who were homozygous (G/G). When analyzing rs1800497, a significant difference in BMI was observed for the normal weight group (p-value 0.02) where heterozygous showed higher BMI. In the obese group, homozygous A1/A1 showed higher BMI in comparison to A1/A2 and A2/A2 (p-value 0.03). Also, a significant difference in food reinforcement was observed in the rs1800497, where homozygous for the variant (A1A1) show less reinforcement (p-value 0.01).In relation to the bilocus score in the total sample, 11% showed “very low dopaminergic signaling”, 24.4% were “under”, 49.7% showed “intermediate signaling”, 12.7% showed “high” and 1.4% showed “very high”. No significant genotypic differences were observed in food reinforcement and food addiction by bilocus score.Conclusions: The results indicate that the genetic variants rs1799732 and rs1800497 (Taq1A) were associated with anthropometric measurements but not with food addiction or food reinforcement in Chilean university students. These results suggest that other genotypes, such as rs4680 and rs6277, which affect DA signaling capacity through a multilocus composite score, should be studied. Level V: Evidence obtained from a cross-sectional descriptive study.
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Affiliation(s)
- Nicole Hidalgo Vira
- Escuela de Tecnología Médica, Facultad de Medicina y Ciencia, Universidad San Sebastián, Concepción, Chile
- Escuela de Nutrición y Dietética, Facultad de Ciencias para el Cuidado de la Salud, Universidad San Sebastián, Concepción, Chile
| | - Karina Oyarce
- Escuela de Tecnología Médica, Facultad de Medicina y Ciencia, Universidad San Sebastián, Concepción, Chile
| | - Macarena Valladares Vega
- Escuela de Terapia Ocupacional, Facultad de Salud y Ciencias Sociales, Universidad de las Ámericas, Santiago, Chile
| | - Gary S. Goldfield
- Children’s Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada
| | - Enrique Guzmán-Gutiérrez
- Pregnancy Diseases Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepción, Concepción, Chile
| | - Ana M. Obregón
- Escuela de Nutrición y Dietética, Facultad de Ciencias para el Cuidado de la Salud, Universidad San Sebastián, Concepción, Chile
- *Correspondence: Ana M. Obregón
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de Melo Barros L, da Silva Júnior AE, Praxedes DRS, Monteiro MBL, de Lima Macena M, Bueno NB. Prevalence of food addiction determined by the Yale Food Addiction Scale in Latin America: A systematic review with meta-analysis. Int J Eat Disord 2023; 56:677-690. [PMID: 36722629 DOI: 10.1002/eat.23909] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 01/18/2023] [Accepted: 01/23/2023] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Food addiction (FA) has been extensively investigated worldwide; however, the prevalence of FA in the Latin American population has yet to be established and past work has largely neglected the specificities of this region, that includes the most significant economic disparities in the world. Thus, the objective of this study was to assess the prevalence of FA measured by the Yale Food Addiction Scale in Latin America. METHOD The search was performed on MEDLINE, ScienceDirect, LILACS, IBECS, SciELO, PsycArticles, CENTRAL, and the gray literature. FA prevalence data were collected, and random effects meta-analyses were performed to calculate the overall weighted prevalence, the prevalence by country, and by clinical and non-clinical samples. RESULTS A total of 10,082 occurrences were identified through database searches, and 23 studies were included (Mexico = 9; Brazil = 7; Chile = 4; Argentina = 1; Peru = 1; Uruguay = 1). The prevalence of FA found in clinical samples was 38% (95% CI: 16%-63%; I2 = 98.67%; 8 studies), while in non-clinical samples, it was 15% (95% CI: 10%-21%; I2 = 98.51%; 15 studies). DISCUSSION The average prevalence of FA in the Latin American countries included here was in accordance with that reported in other regions worldwide. It is noteworthy that the studies were conducted only in six countries, which are among those with the highest income in the region and do not represent the situation in native populations or those with lower purchasing power. This gap in the data also reflects the effects of economic disparities on the availability of empirical data in the region. PUBLIC SIGNIFICANCE The prevalence of food addiction in Latin America was similar to that reported in other regions. It was higher among individuals with overweight, whether or not undergoing bariatric surgery, than in non-clinical samples. These findings contribute to aggregate information about this condition that has drawn the attention of clinicians and researchers.
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Affiliation(s)
- Ludmila de Melo Barros
- Laboratório de Nutrição e Metabolismo (LANUM), Faculdade de Nutrição (FANUT), Universidade Federal de Alagoas, Maceió, Brazil
| | - André Eduardo da Silva Júnior
- Postgraduate Program in Nutrition, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil
| | | | - Maíra Barbosa Lobo Monteiro
- Laboratório de Nutrição e Metabolismo (LANUM), Faculdade de Nutrição (FANUT), Universidade Federal de Alagoas, Maceió, Brazil
| | - Mateus de Lima Macena
- Postgraduate Program in Nutrition, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Nassib Bezerra Bueno
- Laboratório de Nutrição e Metabolismo (LANUM), Faculdade de Nutrição (FANUT), Universidade Federal de Alagoas, Maceió, Brazil.,Postgraduate Program in Nutrition, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil
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Blum K, Bowirrat A, Gomez LL, Downs BW, Bagchi D, Barh D, Modestino EJ, Baron D, McLaughlin T, Thanos P, Ceccanti M, Elman I, Badgaiyan RD, Dennen C, Gupta A, Braverman ER, Gold MS. Why haven't we solved the addiction crisis? J Neurol Sci 2022; 442:120404. [PMID: 36084363 DOI: 10.1016/j.jns.2022.120404] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 08/25/2022] [Indexed: 11/22/2022]
Abstract
The current addiction crisis has destroyed a multitude of lives, leaving millions of fatalities worldwide in its wake. At the same time, various governmental agencies dedicated to solving this seemingly never-ending dilemma have not yet succeeded or delivered on their promises. We understand that addictive behavioral seeking is a multi-faceted neurobiological and spiritually complicated phenomenon. However, although the substitution replacement approach, especially to treat Opioid Use Disorder (OUD), has importance for harm reduction in the short term, it does not bring about a harm-free recovery or prevention. Instead, we propose a promising novel approach that uses genetic risk testing with induction of dopamine homeostasis and an objective Brain Health Check during youth. Our model involves a six-hit approach known as the "Reward Dysregulation Syndrome Solution System," which can identify addiction risk and target the root cause of addiction, dopamine dysregulation. While we applaud all past sophisticated neurogenetic and neuropharmacological research, our opinion is that in the long term, addiction scientists and clinicians might characterize preaddiction using tests; for example, administering the validated RDSQuestionarre29, genetic risk assessment, a modified brain health check, or diagnostic framing of mild to moderate Substance Use Disorder (SUD). The preaddiction concept could incentivize the development of interventions to prevent addiction from developing in the first place and target and treat neurotransmitter imbalances and other early indications of addiction. WC 222.
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Affiliation(s)
- Kenneth Blum
- Division of Addiction Research & Education, Center for Sports and Mental Health, Western University of Health Sciences, Pomona, CA, USA; Division of Nutrigenomics, The Kenneth Blum Neurogenetic & Behavioral Institute, LLC, Austin, TX., USA; Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Department of Psychiatry, University of Vermont, Burlington, VT., USA; Department of Psychiatry, Wright University Boonshoff School of Medicine, Dayton, OH, USA; Centre for Genomics and Applied Gene Technology, Institute of Integrative Omics and Applied Biotechnology (IIOAB), Nonakuri, Purba Medinipur, West Bengal 721172; India; Department of Nutrigenomic Research, Victory Nutrition International, Inc., Bonita Springs, FL, USA.
| | - Abdalla Bowirrat
- Department of Molecular Biology, Adelson School of Medicine, Ariel University, Ariel 40700, Israel
| | - Luis Llanos Gomez
- Division of Nutrigenomics, The Kenneth Blum Neurogenetic & Behavioral Institute, LLC, Austin, TX., USA
| | - B William Downs
- Department of Nutrigenomic Research, Victory Nutrition International, Inc., Bonita Springs, FL, USA
| | - Debasis Bagchi
- Department of Nutrigenomic Research, Victory Nutrition International, Inc., Bonita Springs, FL, USA; Department of Pharmaceutical Sciences, Texas Southern University College of Pharmacy and Health Sciences, Houston, TX, USA
| | - Debmalya Barh
- Centre for Genomics and Applied Gene Technology, Institute of Integrative Omics and Applied Biotechnology (IIOAB), Nonakuri, Purba Medinipur, West Bengal 721172; India
| | | | - David Baron
- Division of Addiction Research & Education, Center for Sports and Mental Health, Western University of Health Sciences, Pomona, CA, USA
| | - Thomas McLaughlin
- Division of Nutrigenomics, The Kenneth Blum Neurogenetic & Behavioral Institute, LLC, Austin, TX., USA
| | - Panayotis Thanos
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions, Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biosciences, State University of New York at Buffalo, Buffalo, NY, USA; Department of Psychology, State University of New York at Buffalo, Buffalo, NY., USA
| | - Mauro Ceccanti
- Alcohol Addiction Program, Latium Region Referral Center, Sapienza University of Rome, Roma, Italy
| | - Igor Elman
- Cambridge Health Alliance, Harvard Medical School, Cambridge, MA, USA
| | - Rajendra D Badgaiyan
- Department of Psychiatry, South Texas Veteran Health Care System, Audie L. Murphy Memorial VA Hospital, Long School of Medicine, University of Texas Health Science Center, San Antonio, TX., USA; Department of Psychiatry, Mt. Sinai School of Medicine, New York, NY., USA
| | - Catherine Dennen
- Department of Family Medicine, Jefferson Health Northeast, Philadelphia, PA, USA
| | - Ashim Gupta
- Future Biologics, Lawrenceville, GA 30043, USA; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Eric R Braverman
- Division of Nutrigenomics, The Kenneth Blum Neurogenetic & Behavioral Institute, LLC, Austin, TX., USA
| | - Mark S Gold
- Future Biologics, Lawrenceville, GA 30043, USA
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Blum K, McLaughlin T, Bowirrat A, Modestino EJ, Baron D, Gomez LL, Ceccanti M, Braverman ER, Thanos PK, Cadet JL, Elman I, Badgaiyan RD, Jalali R, Green R, Simpatico TA, Gupta A, Gold MS. Reward Deficiency Syndrome (RDS) Surprisingly Is Evolutionary and Found Everywhere: Is It "Blowin' in the Wind"? J Pers Med 2022; 12:321. [PMID: 35207809 PMCID: PMC8875142 DOI: 10.3390/jpm12020321] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/14/2022] [Accepted: 02/17/2022] [Indexed: 12/04/2022] Open
Abstract
Reward Deficiency Syndrome (RDS) encompasses many mental health disorders, including a wide range of addictions and compulsive and impulsive behaviors. Described as an octopus of behavioral dysfunction, RDS refers to abnormal behavior caused by a breakdown of the cascade of reward in neurotransmission due to genetic and epigenetic influences. The resultant reward neurotransmission deficiencies interfere with the pleasure derived from satisfying powerful human physiological drives. Epigenetic repair may be possible with precision gene-guided therapy using formulations of KB220, a nutraceutical that has demonstrated pro-dopamine regulatory function in animal and human neuroimaging and clinical trials. Recently, large GWAS studies have revealed a significant dopaminergic gene risk polymorphic allele overlap between depressed and schizophrenic cohorts. A large volume of literature has also identified ADHD, PTSD, and spectrum disorders as having the known neurogenetic and psychological underpinnings of RDS. The hypothesis is that the true phenotype is RDS, and behavioral disorders are endophenotypes. Is it logical to wonder if RDS exists everywhere? Although complex, "the answer is blowin' in the wind," and rather than intangible, RDS may be foundational in species evolution and survival, with an array of many neurotransmitters and polymorphic loci influencing behavioral functionality.
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Affiliation(s)
- Kenneth Blum
- Division of Addiction Research & Education, Center for Psychiatry, Medicine, & Primary Care (Office of the Provost), Graduate College, Western University of Health Sciences, Pomona, CA 91766, USA;
- Institute of Psychology, ELTE Eötvös Loránd University, 1075 Budapest, Hungary
- Division of Nutrigenomics, The Kenneth Blum Behavioral Neurogenetic Institute, (Ivitalize, Inc.), Austin, TX 78701, USA; (L.L.G.); (E.R.B.); (R.J.); (R.G.)
- Department of Psychiatry, University of Vermont, Burlington, VT 05405, USA;
- Department of Psychiatry, Wright University Boonshoff School of Medicine, Dayton, OH 45324, USA
| | | | - Abdalla Bowirrat
- Department of Molecular Biology, Adelson School of Medicine, Ariel University, Ariel 40700, Israel;
| | | | - David Baron
- Division of Addiction Research & Education, Center for Psychiatry, Medicine, & Primary Care (Office of the Provost), Graduate College, Western University of Health Sciences, Pomona, CA 91766, USA;
| | - Luis Llanos Gomez
- Division of Nutrigenomics, The Kenneth Blum Behavioral Neurogenetic Institute, (Ivitalize, Inc.), Austin, TX 78701, USA; (L.L.G.); (E.R.B.); (R.J.); (R.G.)
| | - Mauro Ceccanti
- Alcohol Addiction Program, Latium Region Referral Center, Sapienza University of Rome, 00185 Roma, Italy;
| | - Eric R. Braverman
- Division of Nutrigenomics, The Kenneth Blum Behavioral Neurogenetic Institute, (Ivitalize, Inc.), Austin, TX 78701, USA; (L.L.G.); (E.R.B.); (R.J.); (R.G.)
| | - Panayotis K. Thanos
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions, Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biosciences, State University of New York at Buffalo, Buffalo, NY 14203, USA;
- Department of Psychology, State University of New York at Buffalo, Buffalo, NY 14203, USA
| | - Jean Lud Cadet
- Molecular Neuropsychiatry Research Branch, DHHS/NIH/NIDA Intramural Research Program, National Institutes of Health, Baltimore, MD 21224, USA;
| | - Igor Elman
- Center for Pain and the Brain (PAIN Group), Department of Anesthesiology, Critical Care & Pain Medicine, Boston Children’s Hospital, Boston, MA 02115, USA;
- Cambridge Health Alliance, Harvard Medical School, Cambridge, MA 02139, USA
| | - Rajendra D. Badgaiyan
- Department of Psychiatry, South Texas Veteran Health Care System, Audie L. Murphy Memorial VA Hospital, Long School of Medicine, University of Texas Health Science Center, San Antonio, TX 78229, USA;
- Department of Psychiatry, MT. Sinai School of Medicine, New York, NY 10003, USA
| | - Rehan Jalali
- Division of Nutrigenomics, The Kenneth Blum Behavioral Neurogenetic Institute, (Ivitalize, Inc.), Austin, TX 78701, USA; (L.L.G.); (E.R.B.); (R.J.); (R.G.)
| | - Richard Green
- Division of Nutrigenomics, The Kenneth Blum Behavioral Neurogenetic Institute, (Ivitalize, Inc.), Austin, TX 78701, USA; (L.L.G.); (E.R.B.); (R.J.); (R.G.)
| | | | - Ashim Gupta
- Future Biologics, Lawrenceville, GA 30043, USA;
| | - Mark S. Gold
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA;
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Portella AK, Papantoni A, Joseph AT, Chen L, Lee RS, Silveira PP, Dube L, Carnell S. Genetically-predicted prefrontal DRD4 gene expression modulates differentiated brain responses to food cues in adolescent girls and boys. Sci Rep 2021; 11:24094. [PMID: 34916545 PMCID: PMC8677785 DOI: 10.1038/s41598-021-02797-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 11/09/2021] [Indexed: 11/18/2022] Open
Abstract
The dopamine receptor 4 (DRD4) in the prefrontal cortex (PFC) acts to modulate behaviours including cognitive control and motivation, and has been implicated in behavioral inhibition and responsivity to food cues. Adolescence is a sensitive period for the development of habitual eating behaviors and obesity risk, with potential mediation by development of the PFC. We previously found that genetic variations influencing DRD4 function or expression were associated with measures of laboratory and real-world eating behavior in girls and boys. Here we investigated brain responses to high energy–density (ED) and low-ED food cues using an fMRI task conducted in the satiated state. We used the gene-based association method PrediXcan to estimate tissue-specific DRD4 gene expression in prefrontal brain areas from individual genotypes. Among girls, those with lower vs. higher predicted prefrontal DRD4 expression showed lesser activation to high-ED and low-ED vs. non-food cues in a distributed network of regions implicated in attention and sensorimotor processing including middle frontal gyrus, and lesser activation to low-ED vs non-food cues in key regions implicated in valuation including orbitofrontal cortex and ventromedial PFC. In contrast, males with lower vs. higher predicted prefrontal DRD4 expression showed minimal differences in food cue response, namely relatively greater activation to high-ED and low-ED vs. non-food cues in the inferior parietal lobule. Our data suggest sex-specific effects of prefrontal DRD4 on brain food responsiveness in adolescence, with modulation of distributed regions relevant to cognitive control and motivation observable in female adolescents.
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Affiliation(s)
- Andre K Portella
- Desautels Faculty of Management, McGill Center for the Convergence of Health and Economics, McGill University, Montreal, QC, Canada.,Postgraduate Program in Pediatrics, Universidade Federal de Ciencias da Saude de Porto Alegre, Porto Alegre, RS, Brazil
| | - Afroditi Papantoni
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Antoneta T Joseph
- McGill Centre for the Convergence of Health and Economics (MCCHE), McGill University, Montreal, Canada
| | - Liuyi Chen
- Department of Psychiatry and Behavioral Sciences, Division of Psychiatric Neuroimaging, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Richard S Lee
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Patricia P Silveira
- Ludmer Centre for Neuroinformatics and Mental Health, Montreal, QC, Canada.,Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Laurette Dube
- Desautels Faculty of Management, McGill Center for the Convergence of Health and Economics, McGill University, Montreal, QC, Canada
| | - Susan Carnell
- Department of Psychiatry and Behavioral Sciences, Division of Child and Adolescent Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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