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Hanna S, Faiz M, Ahmed S, Hsieh C, Temkit S, Nunez C, Zhou F. The interplay between SLC6A4 and HTR1A genetic variants that may lead to antidepressant failure. THE PHARMACOGENOMICS JOURNAL 2025; 25:13. [PMID: 40335484 PMCID: PMC12058508 DOI: 10.1038/s41397-025-00370-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 03/31/2025] [Accepted: 04/15/2025] [Indexed: 05/09/2025]
Abstract
The serotonin transporter (SLC6A4) and the serotonin autoreceptor (HTR1A) are two of the most extensively studied genes in the field of psychiatry, and their variants have been implicated in antidepressant response, specifically with selective serotonin reuptake inhibitors (SSRIs) which are widely regarded as the first-line medications for depression and anxiety. Variants of SLC6A4 and HTR1A have also been studied as risk factors for depression. In this retrospective study, we aim to investigate the relationship between all possible serotonin transporter (SLC6A4) and autoreceptor (HTR1A) variant expression combinations that may have contributed to the therapeutic failure of an SSRI and subsequent disability. In this study, we utilize data from a cohort of 302 European patients diagnosed with depression and/or anxiety who were referred to Personalized Prescribing Inc. (PPI) in 2022 as result of a mental health disability claim to determine whether statistical differences are present in this cohort as compared to general European population allele frequencies. Our data reveals the presence and relevance of significant differences in the presentation of SLC6A4 and HTR1A, specifically in a disability cohort, relative to the average European population. The SLC6A4 gene codes for the serotonin transporter; the SSRI drug target that aims to be blocked to prevent the recycling of serotonin, whereas the HTR1A plays an indirect role as an autoreceptor allowing serotonin levels to be maintained by the SSRI, as well as a direct role in modulating mood through post-synaptic serotonin interaction. This study has revealed statistically significant differences in the expression of these two genes together in increasing the likelihood of drug failure, specifically the presence of one or more G alleles at HTR1A rs6295 in combination with the SLC6A4 SS variant. The most significantly overrepresented combination in this cohort of patients suffering from depression and anxiety that have failed to achieve adequate symptom remission on previous SSRI trials is HTR1A rs6295 GG-SLC6A4 SS which is overrepresented in this study by over 74% at a p-value well below 0.01. Genotyping anti-depressant drug targets may play an important role in optimizing anti-depressant drug response and research developments for future therapies.
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Affiliation(s)
- Sandra Hanna
- Personalized Prescribing Inc., Richmond Hill, ON, Canada.
| | - Mark Faiz
- Personalized Prescribing Inc., Richmond Hill, ON, Canada
| | - Sanjida Ahmed
- Personalized Prescribing Inc., Richmond Hill, ON, Canada
| | - Cindy Hsieh
- Personalized Prescribing Inc., Richmond Hill, ON, Canada
| | - Sara Temkit
- Personalized Prescribing Inc., Richmond Hill, ON, Canada
| | - Cristina Nunez
- Personalized Prescribing Inc., Richmond Hill, ON, Canada
| | - Feng Zhou
- Personalized Prescribing Inc., Richmond Hill, ON, Canada
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2
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Zhang Y, Li Z, Feng Q, Xu Y, Yu R, Chen J, Gao Z, Miao Z, Xu X, Yang Y. Global, regional and national burdens of major depression disorders and its attributable risk factors in adolescents and young adults aged 10-24 years from 1990 to 2021. BMC Psychiatry 2025; 25:399. [PMID: 40251551 PMCID: PMC12007280 DOI: 10.1186/s12888-025-06772-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 03/24/2025] [Indexed: 04/20/2025] Open
Abstract
BACKGROUND Major depressive disorder (MDD) is an important public health problem among adolescents and young adults, and its increasing prevalence underscores the need for region-specific and age-specific interventions. Despite its increasing burden, comprehensive data on regional and longitudinal trends in MDD among adolescents are scarce. This study analyzed global, regional, and national trends in MDD incidence, prevalence, and disability-adjusted life years (DALYs) among individuals aged 10-24 from 1990 to 2021, while examining differences by gender, age, socio-demographic factors, and emerging risk factors to guide targeted mental health strategies. METHODS With data from the 2021 Global Burden of Disease Study, we conducted an analysis of age-standardized incidence, prevalence, and DALYs due to MDD by sex, age group, and 21 geographic regions with a special focus on sociodemographic index (SDI) levels, which measures development on a scale from low to high. Key risk factors, such as bullying and intimate partner violence, were also assessed in order to understand their contribution to the burden of MDD. RESULTS Between 1990 and 2021, the global burden of MDD increased substantially. Prevalence rose by 56.36% globally, particularly among men and young adults aged 20-24 years, with the largest increases observed in Eastern Sub-Saharan Africa (184.26% increase). Incidence grew by 56.11%, with Eastern Sub-Saharan Africa experiencing the steepest rise compared to slower increases in other regions. DALYs also increased by 56.32%, with the greatest burden observed in Eastern Sub-Saharan Africa. Bullying and intimate partner violence were leading contributors to DALYs across all regions. Bullying and childhood sexual abuse increased MDD-related DALYs, with bullying peaking at ages 10-14, while childhood sexual abuse had a higher impact on females, rising sharply after 2006. Post- 2020, all metrics (prevalence, incidence, and DALYs) rose sharply, particularly in high-SDI regions, likely due to the specific impacts of the COVID- 19 pandemic, such as prolonged lockdowns, increased social isolation, and disruptions to mental health services. CONCLUSIONS This study highlights the need for culturally sensitive mental health policies focusing on prevention and early intervention, while also providing insights to improve resource allocation and support further research on adolescent mental health. TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Yutong Zhang
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Zeheng Li
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Qian Feng
- Department of Neurology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215002, China
| | - Yu Xu
- Institute of Neuroscience, Soochow University, Suzhou, 215123, China
| | - Renjie Yu
- Department of Psychiatry, The Affiliated Guangji Hospital of Soochow University, Suzhou, Jiangsu, 215137, China
| | - Jie Chen
- Department of Psychiatry, The Affiliated Guangji Hospital of Soochow University, Suzhou, Jiangsu, 215137, China
| | - Zhongyu Gao
- Computer Science and Engineering, University of California Davis, One Shields Avenue, Davis, CA, 95616, USA
| | - Zhigang Miao
- Institute of Neuroscience, Soochow University, Suzhou, 215123, China
| | - Xingshun Xu
- Department of Neurology, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China.
- Department of Neurology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215002, China.
| | - Yong Yang
- Department of Psychiatry, The Affiliated Guangji Hospital of Soochow University, Suzhou, Jiangsu, 215137, China.
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Perna G, Spiti A, Torti T, Daccò S, Caldirola D. Biomarker-Guided Tailored Therapy in Major Depression. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1456:379-400. [PMID: 39261439 DOI: 10.1007/978-981-97-4402-2_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
This chapter provides a comprehensive examination of a broad range of biomarkers used for the diagnosis and prediction of treatment outcomes in major depressive disorder (MDD). Genetic, epigenetic, serum, cerebrospinal fluid (CSF), and neuroimaging biomarkers are analyzed in depth, as well as the integration of new technologies such as digital phenotyping and machine learning. The intricate interplay between biological and psychological elements is emphasized as essential for tailoring MDD management strategies. In addition, the evolving link between psychotherapy and biomarkers is explored to uncover potential associations that shed light on treatment response. This analysis underscores the importance of individualized approaches in the treatment of MDD that integrate advanced biological insights into clinical practice to improve patient outcomes.
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Affiliation(s)
- Giampaolo Perna
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.
- Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, Como, Italy.
- Humanitas SanpioX, Milan, Italy.
| | - Alessandro Spiti
- IRCCS Humanitas Research Hospital, Milan, Italy
- Psicocare, Humanitas Medical Care, Monza, Italy
| | - Tatiana Torti
- ASIPSE School of Cognitive-Behavioral-Therapy, Milan, Italy
| | - Silvia Daccò
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Humanitas SanpioX, Milan, Italy
- Psicocare, Humanitas Medical Care, Monza, Italy
| | - Daniela Caldirola
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, Como, Italy
- Humanitas SanpioX, Milan, Italy
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Zusman EZ, Chau CMY, Bone JN, Hookenson K, Brain U, Glier MB, Grunau RE, Weinberg J, Devlin AM, Oberlander TF. Prenatal serotonin reuptake inhibitor antidepressant exposure, SLC6A4 genetic variations, and cortisol activity in 6-year-old children of depressed mothers: A cohort study. Dev Psychobiol 2023; 65:e22425. [PMID: 37860904 DOI: 10.1002/dev.22425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 08/17/2023] [Accepted: 08/21/2023] [Indexed: 10/21/2023]
Abstract
Prenatal exposure to maternal depression and serotonin reuptake inhibitor (SRI) antidepressants both affect the development of the hypothalamic-pituitary-adrenal (HPA) system, possibly via the neurotransmitter serotonin (5HT). In a community cohort, we investigated the impact of two factors that shape prenatal 5HT signaling (prenatal SRI [pSRI] exposure and child SLC6A4 genotype) on HPA activity at age 6 years. Generalized estimating equation (GEE) models were used to study associations between cortisol reactivity, pSRI exposure, and child SLC6A4 genotype, controlling for maternal depression, child age, and sex (48 pSRI exposed, 74 nonexposed). Salivary cortisol levels were obtained at five time points during a laboratory stress challenge: arrival at the laboratory, following two sequential developmental assessments, and then 20 and 40 min following the onset of a stress-inducing cognitive/social task. Cortisol decreased from arrival across both developmental assessments, and then increased across both time points following the stress challenge in both groups. pSRI-exposed children had lower cortisol levels across all time points. In a separate GEE model, we observed a lower cortisol stress response among children with LG /S alleles compared with children with La/La alleles, and this was particularly evident among children of mothers reporting greater third trimester depressed mood. Our findings suggest that pSRI exposure and a genetic factor associated with modulating 5HT signaling shaped HPA reactivity to a laboratory stress challenge at school age.
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Affiliation(s)
- Enav Z Zusman
- BC Children's Hospital Research Institute, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Cecil M Y Chau
- BC Children's Hospital Research Institute, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jeffrey N Bone
- Biostatistics, Clinical Research Support Unit, BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Kaia Hookenson
- BC Children's Hospital Research Institute, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Ursula Brain
- BC Children's Hospital Research Institute, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Melissa B Glier
- BC Children's Hospital Research Institute, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Ruth E Grunau
- BC Children's Hospital Research Institute, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Joanne Weinberg
- Department of Cellular & Physiological Sciences, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Angela M Devlin
- BC Children's Hospital Research Institute, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tim F Oberlander
- BC Children's Hospital Research Institute, Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
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Mohammadi S, Beh-Pajooh A, Ahmadimanesh M, Amini M, Ghazi-Khansari M, Moallem SA, Hosseini R, Nourian YH, Ghahremani MH. Evaluation of DNA methylation in BDNF, SLC6A4, NR3C1 and FKBP5 before and after treatment with selective serotonin-reuptake inhibitor in major depressive disorder. Epigenomics 2022; 14:1269-1280. [DOI: 10.2217/epi-2022-0246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Aim: To identify the DNA methylation status of related genes in major depressive disorder following selective serotonin-reuptake inhibitor treatment. Materials & methods: 45 patients with major depressive disorder and 45 healthy volunteers were considered experimental and control groups, respectively. High-resolution melting real-time PCR was implemented to evaluate DNA methylation. Results: After 100 days of selective serotonin-reuptake inhibitor treatment, methylation of promoter CpG sites of BDNF, NR3C1, FKBP5 and SLC6A4 was significantly reduced. Compared with before treatment, patients' Hamilton Depression Rating Scale scores were significantly reduced after selective serotonin-reuptake inhibitor treatment (p ≤ 0.0001). Conclusion: Based on the proven effect of antidepressants on DNA methylation and gene expression, these medications can improve the treatment process and reduce depression scores after treatment.
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Affiliation(s)
- Saeid Mohammadi
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Abbas Beh-Pajooh
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahnaz Ahmadimanesh
- Department of Pharmacodynamics and Toxicology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohsen Amini
- Department of Medicinal Chemistry, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Mahmoud Ghazi-Khansari
- Department of Pharmacology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Adel Moallem
- Department of Pharmacodynamics and Toxicology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Pharmacology and Toxicology, College of Pharmacy, Al-Zahraa University for Women, Karbala, Iraq
| | - Rohollah Hosseini
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Yazdan Hasani Nourian
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Hossein Ghahremani
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
- Toxicology and Poisoning Research Center, Tehran University of Medical Sciences, Tehran, Iran
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Hawkins EM, Coryell W, Leung S, Parikh SV, Weston C, Nestadt P, Nurnberger JI, Kaplin A, Kumar A, Farooqui AA, El-Mallakh RS. Effects of somatic treatments on suicidal ideation and completed suicides. Brain Behav 2021; 11:e2381. [PMID: 34661999 PMCID: PMC8613439 DOI: 10.1002/brb3.2381] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 08/14/2021] [Accepted: 09/14/2021] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE This work was undertaken to define and characterize the role of currently available somatic treatments in psychiatry in either increasing or reducing the risk for suicide. METHODS Members of the Suicide Prevention Task Group of the National Network of Depression Centers performed a literature review of somatic treatments known to increase or reduce the risk for suicide. The reviews ventured to include all relevant information about the risk for both suicide ideation and completed suicides. RESULTS Lithium and clozapine are the only two somatic treatments that have high-quality data documenting their antisuicide effects in mood disorders and schizophrenia, respectively. Lithium discontinuation is also associated with increased suicide risk. Ketamine and esketamine may have a small, but immediate, antisuicide effect. Despite the recent Food and Drug Administration approval of esketamine use in depressed suicidal patients, the small disproportional overrepresentation of suicide in subjects who had received esketamine versus placebo (3 vs. 0 among > 3500 subjects) requires ongoing evaluation. The purported antisuicide effect of electroconvulsive therapy is based on low-quality data. The effect of antidepressants is not at all clear. There appears to be direct evidence for antidepressants increasing suicidal ideation and the risk for suicide over the short-term in young people, but indirect (low quality) evidence that antidepressants reduce suicide risk over the long term. CONCLUSIONS Clinicians have an expanding pharmacopeia to address suicide potential in their patients. Some of the agents with documented antisuicide effects may also increase suicidality under specific circumstances.
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Affiliation(s)
- Elise M Hawkins
- Department of Psychiatry and Behavioral Sciences, University of Louisville, Louisville, Kentucky, USA
| | - William Coryell
- Roy J. and Lucille A. Carver College of Medicine, The University of Iowa, Iowa City, Iowa, USA
| | - Stephen Leung
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
| | - Sagar V Parikh
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
| | - Cody Weston
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Paul Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - John I Nurnberger
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Adam Kaplin
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Anupama Kumar
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ali A Farooqui
- Department of Psychiatry and Behavioral Sciences, University of Louisville, Louisville, Kentucky, USA
| | - Rif S El-Mallakh
- Department of Psychiatry and Behavioral Sciences, University of Louisville, Louisville, Kentucky, USA
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- Department of Psychiatry and Behavioral Sciences, University of Louisville, Louisville, Kentucky, USA
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Santoro M, Siotto M, Germanotta M, Mastrorosa A, Papadopoulou D, Aprile I. Association Study of SLC6A4 (5-HTTLPR) Polymorphism and Its Promoter Methylation with Rehabilitation Outcome in Patients with Subacute Stroke. Genes (Basel) 2021; 12:genes12040579. [PMID: 33923526 PMCID: PMC8073642 DOI: 10.3390/genes12040579] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/09/2021] [Accepted: 04/13/2021] [Indexed: 12/14/2022] Open
Abstract
Recently it has been suggested that serotonin transporter (SLC6A4) and its 5HTTLPR polymorphism could be involved in post stroke recovery. Here, we characterized the methylation profile of two different CpG islands within the SLC6A4 promoter region in the whole blood of 50 patients with subacute stroke before and after a six-week rehabilitation treatment. These patients were genotyped for 5HTTLPR polymorphism identifying patients on the basis of short (S) and L (L) alleles: 17 patients LL, 22 patients LS and 11 patients SS. At baseline, all CpG sites for both CpG islands displayed a heterogeneous methylation percentage that were not influenced by the different genotypes. After rehabilitation, we found a significant variation in the methylation levels (increase/decrease) in the specific CpG sites of both CpG islands. The statistical analysis showed a significant relationship between the LL, LS and SS alleles and the outcome of the rehabilitation intervention (χ2 (2,50) = 6.395, p = 0.041). Specifically, we found a significant difference between patients with or without a favorable outcome in the LL (11.1% with a favorable outcome) and in the SS (54.4% with a favorable outcome) groups. Our data suggest that 5-HTTLPR polymorphisms and SLC6A4 promoter methylation may be employed as a non-invasive biological marker of recovery in patients with stroke undergoing rehabilitation.
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Ugartemendia L, Bravo R, Reuter M, Castaño MY, Plieger T, Zamoscik V, Kirsch P, Rodríguez AB. SLC6A4 polymorphisms modulate the efficacy of a tryptophan-enriched diet on age-related depression and social cognition. Clin Nutr 2021; 40:1487-1494. [PMID: 33743283 DOI: 10.1016/j.clnu.2021.02.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 01/25/2021] [Accepted: 02/12/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND & AIMS In a placebo controlled study we sought to determine if a four-weeks tryptophan-enriched diet is able to improve age-related depression or social cognitive impairment, depending on polymorphisms located in the promoter region of Solute Carrier Family 6 Member 4 (SLC6A4), also known as serotonin transporter (SERT1) gene. METHODS 91 young volunteers (age: 21 ± 2 yrs) and 127 above 50 years old (58 ± 6 yrs) healthy volunteers completed the study. Participants from the placebo and tryptophan group followed the same protocol. Before starting the study blood samples, to measure serotonin-transporter-linked polymorphic region (5-HTTLPR) and rs25531 polymorphisms, were collected. In addition, before and after completing the study urine samples (to measure 5-hydroxyindolacetic acid (5-HIAA) were taken, while psychological questionnaires (to assess depression and social cognition levels), and a one week dietary record (to calculate the tryptophan (TRP) intake) were assessed. RESULTS The triallelic approach of SLC6A4 showed that in S'S´ subjects there was a positive correlation between TRP intake and 5-HIAA levels. Age of participants, SLC6A4 genotype, and experimental condition were important factors contributing to the outcome of depression and social cognition. CONCLUSIONS 5-HTTLPR and rs25531 polymorphisms play a key role in the response to the TRP- based nutritional intervention, improving only age-related depressive symptoms and empathy in S'S´ subjects who have a higher risk to show signs of depression during their lifetime.
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Affiliation(s)
- Lierni Ugartemendia
- Department of Physiology, Neuroimmunophysiology and Chrononutrition Research Group, Faculty of Science, University of Extremadura, Badajoz, Spain
| | - Rafael Bravo
- Department of Physiology, Neuroimmunophysiology and Chrononutrition Research Group, Faculty of Science, University of Extremadura, Badajoz, Spain.
| | - Martin Reuter
- Biological & Personality Psychology, Laboratory of Neurogenetics, Department of Psychology, University of Bonn, Bonn, Germany
| | - M Yolanda Castaño
- Department of Physiology, Neuroimmunophysiology and Chrononutrition Research Group, Faculty of Science, University of Extremadura, Badajoz, Spain
| | - Thomas Plieger
- Biological & Personality Psychology, Laboratory of Neurogenetics, Department of Psychology, University of Bonn, Bonn, Germany
| | - Vera Zamoscik
- Department of Clinical Psychology, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Peter Kirsch
- Department of Clinical Psychology, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Ana B Rodríguez
- Department of Physiology, Neuroimmunophysiology and Chrononutrition Research Group, Faculty of Science, University of Extremadura, Badajoz, Spain
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Abstract
Precision medicine is a new approach that considers differences in genes, environment, and lifestyle in an attempt to tailor treatments for individual patients. Psychiatry, as a discipline, has historically relied on clinical judgement and phenomenology-based diagnostic guidelines and has yet to take full advantage. This editorial provides an insight into the expanding role of precision medicine in psychiatry, both in research and clinical practice. It discusses the application of genetics and subgroup stratification in increasing response rates to therapeutic interventions, mainly focusing on major depressive disorder and schizophrenia. It presents an overview of machine learning techniques and how they are being integrated with traditional research methods within the field. In the context of these developments, while emphasizing the considerable potential for moving toward precision psychiatry, we also acknowledge the inherent challenges.
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El-Mallakh RS, Nuss S, Gao D, Gao Y, Ahmad SC, Schrodt C, Adler C. Asenapine in the Treatment of Bipolar Depression. PSYCHOPHARMACOLOGY BULLETIN 2020; 50:8-18. [PMID: 32214517 PMCID: PMC7093720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
OBJECTIVES Asenapine, a potent serotonin 7 (5-HT7) receptor antagonist, was examined for efficacy as an antidepressant in depressed bipolar subjects. It was predicted that subjects with the genetic variant of the short form of the serotonin transporter (5HTTR) would be more likely to respond. EXPERIMENTAL DESIGN A subset of patients participating in a randomized, placebo-controlled study of the efficacy of asenapine in bipolar I depression also underwent genetic testing for the 5HTTR. Montgomery Åsberg Depression Rating Scale (MADRS) score was ≥ 26 prior to randomization to asenapine or placebo for 8 weeks. Gene testing was performed before breaking the blind. PRINCIPAL OBSERVATIONS Nine patients completing the study also underwent gene testing. At study end, the average MADRS improvement was -19.80 ± SD 8.59 for the 4 people randomized to asenapine and -3.80 ± 9.01 for the 5 people receiving placebo (P = 0.021, t = 2.88). Anxiety, as measured by the Hamilton Anxiety Rating Scale (HAM-A), also improved in asenapine-treated patients (-15.40 ± 6.15 vs. -2.80 ± 7.95, P = 0.023, t = 2.803). Six participants had the short form of the 5HTTR, and it is believed they influenced the significant outcome in this small sample. CONCLUSIONS While this is a very small sample, asenapine appears to have a beneficial effect on both depression and anxiety in depressed bipolar I patients compared to treatment with placebo. Due to the large fraction of subjects with the short form, the hypothesis that the SF-5HTTR might increase asenapine response could not be adequately tested.
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Affiliation(s)
- Rif S El-Mallakh
- El-Mallakh, MD, Nuss, MS, D. Gao, MD, Y. Gao MD, Surriya Ahmad, MD, Schrodt, BS, Mood Disorders Research Program, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. D. Gao, MD, Post Doctoral Fellow at University of Louisville, Current Address: College of Integrative Medicine Fujian University of Traditional Chinese Medicine Fuzhou, Fujian, China. Adler, MD, Department of Psychiatry University of Cincinnati Cincinnati, Ohio
| | - Sharon Nuss
- El-Mallakh, MD, Nuss, MS, D. Gao, MD, Y. Gao MD, Surriya Ahmad, MD, Schrodt, BS, Mood Disorders Research Program, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. D. Gao, MD, Post Doctoral Fellow at University of Louisville, Current Address: College of Integrative Medicine Fujian University of Traditional Chinese Medicine Fuzhou, Fujian, China. Adler, MD, Department of Psychiatry University of Cincinnati Cincinnati, Ohio
| | - Dong Gao
- El-Mallakh, MD, Nuss, MS, D. Gao, MD, Y. Gao MD, Surriya Ahmad, MD, Schrodt, BS, Mood Disorders Research Program, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. D. Gao, MD, Post Doctoral Fellow at University of Louisville, Current Address: College of Integrative Medicine Fujian University of Traditional Chinese Medicine Fuzhou, Fujian, China. Adler, MD, Department of Psychiatry University of Cincinnati Cincinnati, Ohio
| | - Yonglin Gao
- El-Mallakh, MD, Nuss, MS, D. Gao, MD, Y. Gao MD, Surriya Ahmad, MD, Schrodt, BS, Mood Disorders Research Program, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. D. Gao, MD, Post Doctoral Fellow at University of Louisville, Current Address: College of Integrative Medicine Fujian University of Traditional Chinese Medicine Fuzhou, Fujian, China. Adler, MD, Department of Psychiatry University of Cincinnati Cincinnati, Ohio
| | - Surriya Colleen Ahmad
- El-Mallakh, MD, Nuss, MS, D. Gao, MD, Y. Gao MD, Surriya Ahmad, MD, Schrodt, BS, Mood Disorders Research Program, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. D. Gao, MD, Post Doctoral Fellow at University of Louisville, Current Address: College of Integrative Medicine Fujian University of Traditional Chinese Medicine Fuzhou, Fujian, China. Adler, MD, Department of Psychiatry University of Cincinnati Cincinnati, Ohio
| | - Clare Schrodt
- El-Mallakh, MD, Nuss, MS, D. Gao, MD, Y. Gao MD, Surriya Ahmad, MD, Schrodt, BS, Mood Disorders Research Program, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. D. Gao, MD, Post Doctoral Fellow at University of Louisville, Current Address: College of Integrative Medicine Fujian University of Traditional Chinese Medicine Fuzhou, Fujian, China. Adler, MD, Department of Psychiatry University of Cincinnati Cincinnati, Ohio
| | - Caleb Adler
- El-Mallakh, MD, Nuss, MS, D. Gao, MD, Y. Gao MD, Surriya Ahmad, MD, Schrodt, BS, Mood Disorders Research Program, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine, Louisville, Kentucky. D. Gao, MD, Post Doctoral Fellow at University of Louisville, Current Address: College of Integrative Medicine Fujian University of Traditional Chinese Medicine Fuzhou, Fujian, China. Adler, MD, Department of Psychiatry University of Cincinnati Cincinnati, Ohio
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The interaction between estradiol change and the serotonin transporter gene (5-HTTLPR) polymorphism is associated with postpartum depressive symptoms. Psychiatr Genet 2020; 29:97-102. [PMID: 31246736 DOI: 10.1097/ypg.0000000000000222] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Although estrogenic fluctuation is considered a major risk factor for postpartum depression (PPD), the effects of the interactions between the genetic background and estradiol (E2) change on PPD are not well understood. Here, a cohort study with 437 postpartum women was carried out to evaluate the role of a serotonin transporter gene polymorphism (5-HTTLPR) and E2 change on the risk of PPD symptoms. The participants were assessed using the Edinburgh Postnatal Depression Scale and the Self-Rating Depression Scale at 1 and 6 weeks after delivery. The PCR-based restriction fragment length polymorphism method was utilized to examine the genotype distribution of the 5-HTTLPR polymorphism, and the serum levels of E2 were determined in individuals in the third trimester of pregnancy and at 1 week postpartum. A significant association was observed between E2 change and PPD susceptibility in the late postpartum period (6 weeks) [P = 0.002, odds ratio (OR) = 2.341, 95% confidence interval (CI) = 1.361-4.027], but it was not observed in the early postpartum period (1 week). There was no significant association between the 5-HTTLPR genotype and PPD risk at both the early and late postpartum periods (P > 0.05). However, the interaction between E2 change and the 5-HTTLPR polymorphism could reasonably influence PPD risk. The women who carried the SS genotype with large decreases in E2 showed a significantly higher risk for PPD at both the early (P = 0.002, OR = 2.525, 95% CI = 1.384-4.059) and late postpartum periods (P < 0.001, OR = 3.108, 95% CI = 1.562-4.436) compared with those who carried the SL/LL genotype. This study suggests that there is an association between E2 change in the perinatal period with the 5-HTTLPR genotype and the occurrence of PPD.
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The Relationship between DNA Methylation and Antidepressant Medications: A Systematic Review. Int J Mol Sci 2020; 21:ijms21030826. [PMID: 32012861 PMCID: PMC7037192 DOI: 10.3390/ijms21030826] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 01/25/2020] [Accepted: 01/26/2020] [Indexed: 01/31/2023] Open
Abstract
Major depressive disorder (MDD) is the leading cause of disability worldwide and is associated with high rates of suicide and medical comorbidities. Current antidepressant medications are suboptimal, as most MDD patients fail to achieve complete remission from symptoms. At present, clinicians are unable to predict which antidepressant is most effective for a particular patient, exposing patients to multiple medication trials and side effects. Since MDD’s etiology includes interactions between genes and environment, the epigenome is of interest for predictive utility and treatment monitoring. Epigenetic mechanisms of antidepressant medications are incompletely understood. Differences in epigenetic profiles may impact treatment response. A systematic literature search yielded 24 studies reporting the interaction between antidepressants and eight genes (BDNF, MAOA, SLC6A2, SLC6A4, HTR1A, HTR1B, IL6, IL11) and whole genome methylation. Methylation of certain sites within BDNF, SLC6A4, HTR1A, HTR1B, IL11, and the whole genome was predictive of antidepressant response. Comparing DNA methylation in patients during depressive episodes, during treatment, in remission, and after antidepressant cessation would help clarify the influence of antidepressant medications on DNA methylation. Individuals’ unique methylation profiles may be used clinically for personalization of antidepressant choice in the future.
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13
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El-Mallakh RS, Ali Z. Therapeutic implications of the serotonin transporter gene in depression. Biomark Neuropsychiatry 2019. [DOI: 10.1016/j.bionps.2019.100004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
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Ali ZA, Nuss S, El-Mallakh RS. Antidepressant discontinuation in treatment resistant depression. Contemp Clin Trials Commun 2019; 15:100383. [PMID: 31193850 PMCID: PMC6543016 DOI: 10.1016/j.conctc.2019.100383] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 04/28/2019] [Accepted: 05/15/2019] [Indexed: 12/28/2022] Open
Abstract
Treatment-resistant depression (TRD) is a growing problem in psychiatric practice with some 15–20% of depressed patients becoming chronically depressed and perhaps as many as 40% in tertiary settings. Several groups have championed the idea that TRD may be attributed to the long-term treatment with antidepressant drugs (AD). Subjects with the short form of the serotonin transporter gene (both heterozygotes and homozygotes) have an increased risk for depression in the setting of adversity compared to people with the long form. Moreover, these same individuals have a reduced likelihood of responding well to antidepressants, with reports of no response, delayed response, and increased side effects. This hypothesis needs to be examined in a randomized clinical trial. The study will examine the effect of discontinuation versus continuation of serotonergic antidepressants on disease progression in patients with treatment resistant depression. We will recruit 30 subjects and assess the depressive symptoms and disease progression. Genetic testing will be performed to optimize clinical outcome in both groups, but will also be used to evaluate if the short form of the serotonin transporter predicts disease progression and long-term antidepressant treatment response.
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Affiliation(s)
- Ziad A. Ali
- Corresponding author. University of Louisville, Department of Psychiatry and Behavioral Sciences, 401 East Chestnut Street, Suite 610, Louisville, KY, 40202, United States.
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Houwing DJ, Staal L, Swart JM, Ramsteijn AS, Wöhr M, de Boer SF, Olivier JDA. Subjecting Dams to Early Life Stress and Perinatal Fluoxetine Treatment Differentially Alters Social Behavior in Young and Adult Rat Offspring. Front Neurosci 2019; 13:229. [PMID: 30914920 PMCID: PMC6423179 DOI: 10.3389/fnins.2019.00229] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 02/26/2019] [Indexed: 01/10/2023] Open
Abstract
Recently, the putative association between selective serotonin reuptake inhibitor (SSRI) exposure during pregnancy and the development of social disorders in children has gained increased attention. However, clinical studies struggle with the confounding effects of maternal depression typically co-occurring with antidepressant treatment. Furthermore, preclinical studies using an animal model of maternal depression to study effects of perinatal SSRI exposure on offspring social behavior are limited. Therefore, the aim of this study was to investigate effects of perinatal fluoxetine exposure on juvenile and adult social behavior in male and female rat offspring, using an animal model of maternal vulnerability. We exposed heterozygous serotonin transporter (SERT) deficient female rats to early life maternal separation stress, and used this as a model for maternal vulnerability. Control and early life stressed heterozygous serotonin transporter knockout (SERT) dams were treated with the SSRI fluoxetine or vehicle throughout gestation and lactation. Subsequently, both male and female wildtype (SERT+/+) and heterozygous (SERT+/-) rat offspring were tested for pup ultrasonic vocalizations (USVs), juvenile social play behavior and adult social interaction. Fluoxetine treatment of the dams resulted in a reduced total USV duration in pups at postnatal day 6, especially in SERT+/+ males. Perinatal fluoxetine exposure lowered social play behavior in male offspring from both control and early life stressed dams. However, in females a fluoxetine-induced reduction in juvenile play behavior was only present in offspring from control dams. Offspring genotype did not affect juvenile play behavior. Despite fluoxetine-induced behavioral effects at juvenile age, fluoxetine reduced male adult social behavior in offspring from control dams only. Effects of fluoxetine on female adult social behavior were virtually absent. Interestingly, early life stress in dams increased adult social exploration in vehicle exposed SERT+/+ female offspring and total social behavior in fluoxetine exposed adult SERT+/- male offspring. Furthermore, SERT+/- males appeared less social during adulthood compared to SERT+/+ males. Overall, the present study shows that chronic blockade of the serotonin transporter by fluoxetine during early development has a considerable impact on pup USVs, juvenile social play behavior in both male and female offspring, and to a lesser extent on male social interaction in adulthood.
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Affiliation(s)
- Danielle J. Houwing
- Behavioural Neuroscience Unit, Neurobiology Department, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
| | - Laura Staal
- Behavioural Neuroscience Unit, Neurobiology Department, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
| | - Judith M. Swart
- Behavioural Neuroscience Unit, Neurobiology Department, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
| | - Anouschka S. Ramsteijn
- Behavioural Neuroscience Unit, Neurobiology Department, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
| | - Markus Wöhr
- Experimental and Biological Psychology Department, University of Marburg, Marburg, Germany
| | - Sietse F. de Boer
- Behavioural Neuroscience Unit, Neurobiology Department, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
| | - Jocelien D. A. Olivier
- Behavioural Neuroscience Unit, Neurobiology Department, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, Netherlands
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Luft MJ, Lamy M, DelBello MP, McNamara RK, Strawn JR. Antidepressant-Induced Activation in Children and Adolescents: Risk, Recognition and Management. Curr Probl Pediatr Adolesc Health Care 2018; 48:50-62. [PMID: 29358037 PMCID: PMC5828909 DOI: 10.1016/j.cppeds.2017.12.001] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The tolerability of antidepressants is poorly characterized in children and adolescents with depressive and anxiety disorders. Among adverse events that affect the tolerability of antidepressants in youth is activation, a cluster of symptoms that represent a hyperarousal event characterized by impulsivity, restlessness, and/or insomnia. This cluster of symptoms was first identified as a side effect of selective serotonin and selective serotonin norepinephrine inhibitors (SSRIs and SSNRIs) in the early 1990s; however, activation remains poorly characterized in terms of prevalence, risk factors, and pathophysiology. This article describes the pathophysiology of antidepressant-related activation, predictors of activation and its clinical management in youth with depressive and anxiety disorders who are treated with antidepressant medications.
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Affiliation(s)
- Marissa J Luft
- Department of Psychiatry, University of Cincinnati, College of Medicine, Cincinnati, OH 45267-0559
| | - Martine Lamy
- Department of Pediatrics, Division of Child & Adolescent Psychaitry, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229
| | - Melissa P DelBello
- Department of Psychiatry, University of Cincinnati, College of Medicine, Cincinnati, OH 45267-0559; Department of Pediatrics, Division of Child & Adolescent Psychaitry, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229
| | - Robert K McNamara
- Department of Psychiatry, University of Cincinnati, College of Medicine, Cincinnati, OH 45267-0559
| | - Jeffrey R Strawn
- Department of Psychiatry, University of Cincinnati, College of Medicine, Cincinnati, OH 45267-0559; Department of Pediatrics, Division of Child & Adolescent Psychaitry, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229.
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Schillani G, Capozzo MA, Era D, De Vanna M, Grassi L, Conte MA, Giraldi T. Pharmacogenetics of escitalopram and mental adaptation to cancer in palliative care: Report of 18 cases. TUMORI JOURNAL 2018; 97:358-61. [DOI: 10.1177/030089161109700317] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Aims and background In palliative care, few data are available on the diagnosis and treatment of mood disorders and of difficulties of mental adaptation to cancer for patients in the advanced phases of the disease. SSRI antidepressants are the treatment of choice; the 5-HTTLPR genetic polymorphism of the serotonin transporter (SERT) has been shown in psychiatry to significantly determine the therapeutic response and the incidence of adverse effects. The aim of the present investigation has been therefore to examine the effects of the SSRI antidepressant escitalopram, also considering 5-HTTLPR, on depression, anxiety and mental adaptation to cancer in palliative care. Methods and study design Eighteen consecutive depressed patients with different forms of advanced cancer admitted to the Hospice Ass 6 of S. Vito al Tagliamento (Pordenone, Italy) were genotyped for the “s” and “l” variants of 5-HTTLPR and were treated with escitalopram. Their response after two weeks of treatment was psycho-metrically evaluated. Results Treatment with escitalopram significantly decreased anxiety scores on the Hospital Anxiety and Depression Scale (HADS) (P = 0.006) as well as anxious preoccupation (P = 0.007) and hopelessness-helplessness (P = 0.017) scores on the Mini Mental Adjustment to Cancer (Mini-MAC) scale. When patients were stratified by SERT genotype, HADS anxiety was significantly decreased in patients carrying the “s/s” and “s/l” variants (P = 0.024), whereas those with an “l/l” genotype displayed a significant reduction of Mini-MAC anxious preoccupation (P = 0.018). Conclusions The results of this study indicate that the use of SSRI antidepressants is effective in the palliative care of cancer patients, and their action affects not only depression but also the patients' mental adaptation to the disease. These results encourage further examination of these drugs in a larger cohort of patients. The significant contribution of pharmacogenetics indicates the possibility of personalized treatment with SSRIs in palliative care.
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Affiliation(s)
- Giulia Schillani
- Section of Pharmacology, Department of Life Sciences, University of Trieste, Trieste
| | - Maria Anna Capozzo
- Section of Pharmacology, Department of Life Sciences, University of Trieste, Trieste
| | - Daniel Era
- Section of Pharmacology, Department of Life Sciences, University of Trieste, Trieste
| | - Maurizio De Vanna
- Psychiatric Clinic, Faculty of Medicine, University of Trieste, Trieste
| | - Luigi Grassi
- Section of Psychiatry, Department of Medical Sciences of Communication and Behavior, University of Ferrara, Ferrara
| | | | - Tullio Giraldi
- Section of Pharmacology, Department of Life Sciences, University of Trieste, Trieste
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Tegin C, Tegin G, El-Mallakh RS. Effective Vortioxetine Dose Varies with Extent of Antidepressant Use Across Countries. PSYCHOPHARMACOLOGY BULLETIN 2018; 48:26-39. [PMID: 29382958 PMCID: PMC5765433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
OBJECTIVE One of the possible explanations for the antidepressant resistance is tolerance to the effect of increasing synaptic serotonin. Vortioxetine is thought to work through a combination of two pharmacological modes of action: serotonin reuptake inhibition and modification of serotonin receptor activity, in a dose-dependent manner. This mechanism of action allows for examination of the hypothesis that antidepressant non-response may be due to exposure to persistently elevated synaptic amine levels. METHODS We hypothesized that lower doses of vortioxetine, which exclusively inhibit serotonin reuptake, would not be effective in the setting of prolonged exposure to antidepressants, but higher doses, which interact in various ways to multiple post-synaptic serotonin receptors, would be relatively more effective in the setting of prolonged, prestudy antidepressant exposure. We examined the relationship between Defined Daily Dose (DDD), which is a measure of the extent of antidepressant use in each country, and the minimal effective dose of vortioxetine. PRINCIPAL OBSERVATION There is a significant relationship between the DDD and effective vortioxetine dose (P = 0.035). CONCLUSIONS In countries with high antidepressant utilization, higher doses of vortioxetine were required, and obverse was true in countries with lower antidepressant utilization. These data support the hypothesis that tolerance to serotonin reuptake inhibition drives poor antidepressant response.
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Affiliation(s)
- Cuneyt Tegin
- Drs. Tegin, Gulay, El-Mallakh, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine Louisville, Kentucky
| | - Gulay Tegin
- Drs. Tegin, Gulay, El-Mallakh, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine Louisville, Kentucky
| | - Rif S El-Mallakh
- Drs. Tegin, Gulay, El-Mallakh, Department of Psychiatry and Behavioral Sciences, University of Louisville School of Medicine Louisville, Kentucky
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Abstract
Pharmacogenomic testing in psychiatry is becoming an established clinical procedure. Several vendors provide clinical interpretation of combinatorial pharmacogenomic testing of gene variants that have documented predictive implications regarding either pharmacologic response or adverse effects in depression and other psychiatric conditions. Such gene profiles have demonstrated improvements in outcome in depression, and reduction of cost of care of patients with inadequate clinical response. Additionally, several new gene variants are being studied to predict specific response in individuals. Many of these genes have demonstrated a role in the pathophysiology of depression or specific depressive symptoms. This article reviews the current state-of-the-art application of psychiatric pharmacogenomics.
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Brummelte S, Mc Glanaghy E, Bonnin A, Oberlander TF. Developmental changes in serotonin signaling: Implications for early brain function, behavior and adaptation. Neuroscience 2016; 342:212-231. [PMID: 26905950 DOI: 10.1016/j.neuroscience.2016.02.037] [Citation(s) in RCA: 167] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Revised: 02/10/2016] [Accepted: 02/16/2016] [Indexed: 02/07/2023]
Abstract
The neurotransmitter serotonin (5-HT) plays a central role in brain development, regulation of mood, stress reactivity and risk of psychiatric disorders, and thus alterations in 5-HT signaling early in life have critical implications for behavior and mental health across the life span. Drawing on preclinical and emerging human evidence this narrative review paper will examine three key aspects when considering the consequences of early life changes in 5-HT: (1) developmental origins of variations of 5-HT signaling; (2) influence of genetic and epigenetic factors; and (3) preclinical and clinical consequences of 5-HT-related changes associated with antidepressant exposure (SSRIs). The developmental consequences of altered prenatal 5-HT signaling varies greatly and outcomes depend on an ongoing interplay between biological (genetic/epigenetic variations) and environmental factors, both pre and postnatally. Emerging evidence suggests that variations in 5-HT signaling may increase sensitivity to risky home environments, but may also amplify a positive response to a nurturing environment. In this sense, factors that change central 5-HT levels may act as 'plasticity' rather than 'risk' factors associated with developmental vulnerability. Understanding the impact of early changes in 5-HT levels offers critical insights that might explain the variations in early typical brain development that underlies behavioral risk.
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Affiliation(s)
- S Brummelte
- Department of Psychology, Wayne State University, 5057 Woodward Avenue, Detroit, MI 48202, USA.
| | - E Mc Glanaghy
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada; Child & Family Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - A Bonnin
- Zilkha Neurogenetic Institute and Department of Cell and Neurobiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - T F Oberlander
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada; Child & Family Research Institute, University of British Columbia, Vancouver, BC, Canada
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Amerio A, Odone A, Marchesi C, Ghaemi SN. Are antidepressants mood destabilizers? Psychiatry Res 2015; 227:374-5. [PMID: 25847215 DOI: 10.1016/j.psychres.2015.03.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Revised: 03/11/2015] [Accepted: 03/13/2015] [Indexed: 11/29/2022]
Affiliation(s)
- Andrea Amerio
- Department of Neuroscience, Section of Psychiatry, University of Parma, Parma, Italy; Mood Disorders Program, Tufts Medical Center, Boston, MA, USA.
| | - Anna Odone
- School of Medicine-Public Health Unit, University of Parma, Parma, Italy; Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Carlo Marchesi
- Department of Neuroscience, Section of Psychiatry, University of Parma, Parma, Italy
| | - S Nassir Ghaemi
- Mood Disorders Program, Tufts Medical Center, Boston, MA, USA; Department of Psychiatry and Pharmacology, Tufts University Medical School, Boston, MA, USA
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22
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Pinheiro RT, Coelho FMDC, Silva RAD, Pinheiro KAT, Oses JP, Quevedo LDÁ, Souza LDDM, Jansen K, Zimmermann Peruzatto JM, Manfro GG, Giovenardi M, Almeida S, Lucion AB. Association of a serotonin transporter gene polymorphism (5-HTTLPR) and stressful life events with postpartum depressive symptoms: a population-based study. J Psychosom Obstet Gynaecol 2013; 34:29-33. [PMID: 23394411 DOI: 10.3109/0167482x.2012.759555] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
We conducted a cross-sectional study nested within a cohort study with 276 postpartum women to evaluate the role of a serotonin transporter gene polymorphism (5-HTTLPR) and the stressful life events (SLE) on the risk of postpartum depression (PPD) symptoms in a community sample. Participants were assessed between 45 and 90 days after delivery with the Edinburgh Postnatal Depression Scale (EPDS) and the Mini International Neuropsychiatric Interview (MINI). Data regarding socio-demographic variables, alcohol consumption, tobacco smoking and SLE occurring during pregnancy, were also collected. In the adjusted analysis, the women carrying the long (L) allele (LL) who experienced SLE showed higher prevalence ratios (PR) for PPD symptoms (EPDS ≥13) than those with two copies of the short (S) allele (SL) (PR = 9.91; 95% confidence interval: 1.70-57.87). In contrast, a trend of association was found between prior history of major depressive disorder (MDD) and the S allele carrier status (p = 0.07). No association was found between the formal diagnosis of current MDD and the 5-HTTLPR genotypes. In line with previous reports, we find in this sample that the L allele carrier status was associated with a heighten risk of depressive symptoms in postpartum when SLE were experienced during pregnancy.
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Biernacka JM, McElroy SL, Crow S, Sharp A, Benitez J, Veldic M, Kung S, Cunningham JM, Post RM, Mrazek D, Frye MA. Pharmacogenomics of antidepressant induced mania: a review and meta-analysis of the serotonin transporter gene (5HTTLPR) association. J Affect Disord 2012; 136:e21-e29. [PMID: 21680025 DOI: 10.1016/j.jad.2011.05.038] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2010] [Accepted: 05/18/2011] [Indexed: 01/30/2023]
Abstract
BACKGROUND Antidepressants can trigger a rapid mood switch from depression to mania. Identifying genetic risk factors associated with antidepressant induced mania (AIM) may enable individualized treatment strategies for bipolar depression. This review and meta-analysis evaluates the evidence for association between the serotonin transporter gene promoter polymorphism (5HTTLPR) and AIM. METHODS Medline up to November 2009 was searched for key words bipolar, antidepressant, serotonin transporter, SLC6A4, switch, and mania. RESULTS Five studies have evaluated the SLC6A4 promoter polymorphism and AIM in adults (total N=340 AIM+ cases, N=543 AIM- controls). Although a random effects meta-analysis showed weak evidence of association of the S allele with AIM+ status, a test of heterogeneity indicated significant differences in estimated genetic effects between studies. A similar weak association was observed in a meta-analysis based on a subset of three studies that excluded patients on mood stabilizers; however the result was again not statistically significant. LIMITATIONS Few pharmacogenomic studies of antidepressant treatment of bipolar disorder have been published. The completed studies were underpowered and often lacked important phenotypic information regarding potential confounders such as concurrent use of mood stabilizers or rapid cycling. CONCLUSIONS There is insufficient published data to confirm an association between 5HTTLPR and antidepressant induced mania. Pharmacogenomic studies of antidepressant induced mania have high potential clinical impact provided future studies are of adequate sample size and include rigorously assessed patient characteristics (e.g. ancestry, rapid cycling, concurrent mood stabilization, and length of antidepressant exposure).
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Affiliation(s)
- Joanna M Biernacka
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States; Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States.
| | - Susan L McElroy
- Lindner Center of HOPE, Mason, OH, United States; University of Cincinnati College of Medicine, Cincinnati, OH, United States; The Bipolar Collaborative Network, Bethesda, MD, United States
| | - Scott Crow
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, United States
| | - Alexis Sharp
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Joachim Benitez
- Department of Psychiatry, Austin Medical Center, Mayo Health System, Austin, MN, United States
| | - Marin Veldic
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Simon Kung
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Julie M Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States
| | - Robert M Post
- The Bipolar Collaborative Network, Bethesda, MD, United States
| | - David Mrazek
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
| | - Mark A Frye
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States; The Bipolar Collaborative Network, Bethesda, MD, United States
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de Abajo FJ. Effects of selective serotonin reuptake inhibitors on platelet function: mechanisms, clinical outcomes and implications for use in elderly patients. Drugs Aging 2011; 28:345-67. [PMID: 21542658 DOI: 10.2165/11589340-000000000-00000] [Citation(s) in RCA: 127] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Among the antidepressants, the selective serotonin reuptake inhibitors (SSRIs) are often preferred to other classes of antidepressants in the treatment of depression in the elderly because of their better safety profile. Most of the known effects of SSRIs, either beneficial or adverse, are linked to their inhibitory action on the serotonin reuptake transporter (5-HTT). This reuptake mechanism is present not only in neurons but also in other cells such as platelets. Serotoninergic mechanisms seem to play an important role in haemostasis, and their importance in this regard has long been underestimated. Abnormal activation may lead to a pro-thrombotic state, as may occur in patients with major depressive disorder, whilst downregulation, as occurs in patients treated with SSRIs, may have two clinical consequences, both of particular interest in the elderly. On the one hand, there may be an increased risk of bleeding; on the other hand, a reduction in thrombotic risk may be possible. Polymorphism in the promoter region of the gene that transcribes the 5-HTT has been shown to have a relevant impact on its function and, in turn, on the beneficial and adverse effects of SSRIs. Bleeding has been a concern since the introduction of SSRIs, with multiple case reports published and communicated to the pharmacovigilance systems. The first epidemiological study was published in 1999 and since then, 34 epidemiological studies from different areas, most of them including elderly patients in their study populations, have been published with a variety of results. Broadly, the epidemiological evidence supports a moderately increased risk of bleeding associated with the use of SSRIs, which may be critically dependent on patient susceptibility and the presence of risk factors. The impairment of primary haemostasis induced by SSRIs may result, as a beneficial counterpart, in a reduction in the thrombotic risk. A small number of clinical trials and an increasing number of epidemiological studies that include elderly patients have been conducted to clarify whether SSRIs reduce the risk of primary and secondary ischaemic disorders. However, the results have been inconclusive with some studies suggesting a preventive effect and others no effect or even an increased risk. Behind such contradictory results may be the role of depression itself as a cardiovascular risk factor and, therefore, a major confounding factor. How to disentangle its effect from that of the antidepressants is the methodological challenge to be overcome in future studies. In this complex scenario, the elderly seem to be at a crossroads, because they are the group in which both the risks and the benefits can be the greatest. Studies performed to date have provided us with some clues that can help orient clinicians in taking the most appropriate course of action. For instance, as the gastrointestinal bleeding risk appears to increase with age, prudent advice in patients with a previous history of upper-gastrointestinal bleeding or peptic ulcer, and in those who take NSAIDs, oral anticoagulants, antiplatelet drugs or corticosteroids, would be to suggest addition of an acid-suppressing agent to the drug regimen in those elderly patients in whom SSRIs are indicated.
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Affiliation(s)
- Francisco J de Abajo
- Clinical Pharmacology Unit, Hospital Universitario Príncipe de Asturias, Madrid, Spain
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Pieper S, Out D, Bakermans-Kranenburg MJ, van Ijzendoorn MH. Behavioral and molecular genetics of dissociation: the role of the serotonin transporter gene promoter polymorphism (5-HTTLPR). J Trauma Stress 2011; 24:373-80. [PMID: 21780190 DOI: 10.1002/jts.20659] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
We evaluated the role of the serotonin transporter gene promoter polymorphism (5-HTTLPR) in the etiology of dissociation. Adult twin pairs (N = 184 pairs; mean age 33.0 years, SD = 10.8) completed measures for dissociation and trauma. The DNA samples were genotyped for 5-HTTLPR adjusted for rs25531 alleles. Behavioral genetic analyses showed that genetic factors explained 45% of the variance in dissociative symptoms, while 55% of the variance was explained by unique environment and measurement error. Participants with the SS genotype of 5-HTTLPR reported more dissociative symptoms compared to participants with the other genotypes (p = .02), and they showed more pathological dissociative symptoms than the other participants (p = .04) when they reported more depressive symptoms and when they had experienced trauma.
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Affiliation(s)
- Suzanne Pieper
- Centre for Child and Family Studies, Leiden University, The Netherlands
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Thermenos HW, Makris N, Whitfield-Gabrieli S, Brown AB, Giuliano AJ, Lee EH, Faraone SV, Tsuang MT, Seidman LJ. A functional MRI study of working memory in adolescents and young adults at genetic risk for bipolar disorder: preliminary findings. Bipolar Disord 2011; 13:272-86. [PMID: 21676130 PMCID: PMC3822581 DOI: 10.1111/j.1399-5618.2011.00920.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVES In this report, we seek to (i) identify a potential neuroimaging endophenotype for bipolar disorder (BD) in emotion regulatory and autonomic circuitry in young first-degree relatives of persons with BD; and (ii) replicate our previous work identifying the functional neuroanatomy of working memory (WM) in an older sample of relatives of persons with BD. METHODS Ten adolescent and young adult (age 13-24) unmedicated, non-ill, first-degree relatives of persons with BD (RELS) and 10 demographically comparable healthy controls performed a 2-back WM task and a 0-back control task during functional magnetic resonance imaging (fMRI). fMRI data were collected on a 1.5 Tesla scanner and analyzed using SPM-2. Mood was assessed on the day of scanning. RESULTS The groups did not differ on any demographic, neuropsychological, or in-scanner task performance variables. In contrast to controls, RELS showed (i) weak task-dependent modulation activity in the cerebellar vermis (CV), insula, and amygdala/parahippocampal region, and (ii) exaggerated modulation of activity in the frontopolar cortex and brainstem, even after controlling for potential confounders. Many of the group differences were driven by differences in activity in the low-level (0-back) baseline task. CONCLUSIONS Young, unmedicated RELS exhibited altered task-dependent modulation of frontopolar, CV, and insula activity during WM, especially during the low-level (0-back) baseline task. Results are largely consistent with our initial study of older adult RELS, suggesting these alterations may represent biomarkers of genetic risk for BD.
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Affiliation(s)
- Heidi W Thermenos
- Division of Public Psychiatry, Department of Psychiatry, Massachusetts Mental Health Center, Beth Israel Deaconess Medical Center, Boston, USA.
| | - Nikos Makris
- Massachusetts General Hospital/Martinos Center for Biomedical Imaging, Charlestown
,Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston
,Departments of Neurology and Radiology, Center for Morphometric Analysis, Massachusetts General Hospital, Boston
| | - Susan Whitfield-Gabrieli
- McGovern Institute for Brain Research and Poitras Center for Affective Disorders Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Ariel B Brown
- Massachusetts General Hospital/Martinos Center for Biomedical Imaging, Charlestown
,Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston
,McGovern Institute for Brain Research and Poitras Center for Affective Disorders Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Anthony J Giuliano
- Division of Public Psychiatry, Department of Psychiatry, Massachusetts Mental Health Center, Beth Israel Deaconess Medical Center, Boston
| | - Erica H Lee
- Division of Public Psychiatry, Department of Psychiatry, Massachusetts Mental Health Center, Beth Israel Deaconess Medical Center, Boston
| | - Stephen V Faraone
- Departments of Psychiatry, Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY
| | - Ming T Tsuang
- Department of Psychiatry, Center for Behavioral Genomics, University of California at San Diego, La Jolla, CA, USA
| | - Larry J Seidman
- Division of Public Psychiatry, Department of Psychiatry, Massachusetts Mental Health Center, Beth Israel Deaconess Medical Center, Boston
,Massachusetts General Hospital/Martinos Center for Biomedical Imaging, Charlestown
,Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston
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Flirski M, Sobow T, Kloszewska I. Behavioural genetics of Alzheimer's disease: a comprehensive review. Arch Med Sci 2011; 7:195-210. [PMID: 22291757 PMCID: PMC3258720 DOI: 10.5114/aoms.2011.22068] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2010] [Revised: 07/12/2010] [Accepted: 08/24/2010] [Indexed: 12/16/2022] Open
Abstract
Behavioural and psychological symptoms of dementia (BPSD) are present in the course of the illness in up to 90% of patients with Alzheimer's disease (AD). They are the main source of caregiver burden and one of the major factors contributing to early institutionalization. The involvement of a genetic component in BPSD aetiology seems beyond controversy, though the exact significance of particular polymorphisms is uncertain in the majority of cases. Multiple genes have been assessed for their putative influence on BPSD risk. In this paper we review the behavioural genetics of AD, particularly the importance, with respect to BPSD risk, of genes coding for apolipoprotein E and proteins involved in the process of neurotransmission: serotonin receptors, serotonin transporter, COMT, MAO-A, tryptophan hydroxylase and dopamine receptors. A general conclusion is the striking inconsistency of the findings, unsurprising in the field of psychiatric genetics. The potential reasons for such discrepancy are exhaustively discussed.
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Affiliation(s)
- Marcin Flirski
- Department of Old Age Psychiatry and Psychotic Disorders, Medical University of Lodz, Poland
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Perroud N, Salzmann A, Saiz PA, Baca-Garcia E, Sarchiapone M, Garcia-Portilla MP, Carli V, Vaquero-Lorenzo C, Jaussent I, Mouthon D, Vessaz M, Huguelet P, Courtet P, Malafosse A. Rare genotype combination of the serotonin transporter gene associated with treatment response in severe personality disorder. Am J Med Genet B Neuropsychiatr Genet 2010; 153B:1494-7. [PMID: 20862697 DOI: 10.1002/ajmg.b.31118] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The insertion deletion (ins/del) polymorphism of the serotonin transporter gene (5-HTTLPR) has been associated with several psychiatric phenotypes and antidepressant's response. We investigated, in a large cohort of 5,608 controls and subjects suffering from various psychiatric disorders, the frequency of haplotypes and corresponding genotypes combining the 5-HTTLPR and the other serotonin transporter promoter functional variant (rs25531). We showed that rs25531 lies 18 bp 5' to the site where the 43 bp (and not 44 bp as previously described) ins/del defines the 14- and 16-repeat alleles. These polymorphisms should therefore be considered as four alleles instead of a triallelic unique locus. The very rare G-14/G-16 genotype was carried on by only three subjects. These are women with a history of suicide attempt with a psychiatric history strongly suggesting a borderline personality disorder. Two of them have shown a non-response to serotoninergic antidepressant. Interestingly, in one of them was observed a spectacular response after the introduction of bupropion. The genotyping droved our therapeutic approach, by preferring a dopaminergic over a serotoninergic agent. This study highlights the usefulness of studying very rare clinical cases as well as rare variants, in order to deal with the biological heterogeneity of spectral disorders. © 2010 Wiley-Liss, Inc.
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Affiliation(s)
- Nader Perroud
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
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Meda SA, Jagannathan K, Gelernter J, Calhoun VD, Liu J, Stevens MC, Pearlson GD. A pilot multivariate parallel ICA study to investigate differential linkage between neural networks and genetic profiles in schizophrenia. Neuroimage 2010; 53:1007-15. [PMID: 19944766 PMCID: PMC3968678 DOI: 10.1016/j.neuroimage.2009.11.052] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2009] [Revised: 10/29/2009] [Accepted: 11/19/2009] [Indexed: 11/28/2022] Open
Abstract
Understanding genetic influences on both healthy and disordered brain function is a major focus in psychiatric neuroimaging. We utilized task-related imaging findings from an fMRI auditory oddball task known to be robustly associated with abnormal activation in schizophrenia, to investigate genomic factors derived from multiple single nucleotide polymorphisms (SNPs) from genes previously shown to be associated with schizophrenia. Our major aim was to investigate the relationship of these genomic factors to normal/abnormal brain functionality between controls and schizophrenia patients. We studied a Caucasian-only sample of 35 healthy controls and 31 schizophrenia patients. All subjects performed an auditory oddball task, which consists of detecting an infrequent sound within a series of frequent sounds. Each subject was characterized on 24 different SNP markers spanning multiple risk genes previously associated with schizophrenia. We used a recently developed technique named parallel independent component analysis (para-ICA) to analyze this multimodal data set (Liu et al., 2008). The method aims to identify simultaneously independent components of each modality (functional imaging, genetics) and the relationships between them. We detected three fMRI components significantly correlated with two distinct gene components. The fMRI components, along with their significant genetic profile (dominant SNP) correlations were as follows: (1) Inferior frontal-anterior/posterior cingulate-thalamus-caudate with SNPs from Brain derived neurotropic factor (BDNF) and dopamine transporter (DAT) [r=-0.51; p<0.0001], (2) superior/middle temporal gyrus-cingulate-premotor with SLC6A4_PR and SLC6A4_PR_AG (serotonin transporter promoter; 5HTTLPR) [r=0.27; p=0.03], and (3) default mode-fronto-temporal gyrus with Brain derived neurotropic factor and dopamine transporter (BDNF, DAT) [r=-0.25; p=0.04]. Functional components comprised task-relevant regions (including PFC, ACC, STG and MTG) frequently identified as abnormal in schizophrenia. Further, gene-fMRI combinations 1 (Z=1.75; p=0.03), 2 (Z=1.84; p=0.03) and 3 (Z=1.67; p=0.04) listed above showed significant differences between controls and patients, based on their correlated loading coefficients. We demonstrate a framework to identify interactions between "clusters" of brain function and of genetic information. Our results reveal the effect/influence of specific interactions, (perhaps epistastatic in nature), between schizophrenia risk genes on imaging endophenotypes representing attention/working memory and goal directed related brain function, thus establishing a useful methodology to probe multivariate genotype-phenotype relationships.
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Affiliation(s)
- Shashwath A Meda
- Olin Neuropsychiatry Research Center, Institute of Living, 200 Retreat Avenue, Hartford, CT 06106, USA.
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Challenges and opportunities for drug discovery in psychiatric disorders: the drug hunters' perspective. Int J Neuropsychopharmacol 2010; 13:1269-84. [PMID: 20716397 DOI: 10.1017/s1461145710000866] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Innovation is essential for the identification of novel pharmacological therapies to meet the treatment needs of patients with psychiatric disorders. However, over the last 20 yr, in spite of major investments targets falling outside the classical aminergic mechanisms have shown diminished returns. The disappointments are traced to failures in the target identification and target validation effort, as reflected by the poor ability of current bioassays and animal models to predict efficacy and side-effects. Mismatch between disease biology and how psychiatric diseases are categorized has resulted in clinical trials of highly specific agents in heterogeneous patients, leading to variable treatment effects and failed studies. As drug hunters, one sees the opportunity to overhaul the pharmaceutical research and development (R&D) process. Improvements in both preclinical and clinical translational research need to be considered. Linking pharmacodynamic markers with disease biology should provide more predictive and innovative early clinical trials which in turn will increase the success rate of discovering new medicines. However, to exploit these exciting scientific discoveries, pharmaceutical companies need to question the conventional drug research and development model which is silo-driven, non-integrative across the confines of a company, non-disclosing across the pharmaceutical industry, and often independent from academia. This leads to huge redundancy in effort and lack of contextual learning in real time. Nevertheless, there are signs that drug discovery in the 21st century will see more intentional government, academic and industrial collaborations to overcome the above challenges that could eventually link mechanistic disease biology to segments of patients, affording them the benefits of rational and targeted therapy.
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Sleep disturbance as transdiagnostic: consideration of neurobiological mechanisms. Clin Psychol Rev 2010; 31:225-35. [PMID: 20471738 DOI: 10.1016/j.cpr.2010.04.003] [Citation(s) in RCA: 389] [Impact Index Per Article: 25.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2009] [Revised: 03/11/2010] [Accepted: 04/09/2010] [Indexed: 01/04/2023]
Abstract
Sleep disturbance is increasingly recognized as an important, but understudied, mechanism in the complex and multi-factorial causation of the symptoms and functional disability associated with psychiatric disorders. This review proposes that it is biologically plausible for sleep disturbance to be mechanistically transdiagnostic. More specifically, we propose that sleep disturbance is aetiologically linked to various forms of psychopathology through: its reciprocal relationship with emotion regulation and its shared/interacting neurobiological substrates in (a) genetics--genes known to be important in the generation and regulation of circadian rhythms have been linked to a range of disorders and (b) dopaminergic and serotonergic function--we review evidence for the interplay between these systems and sleep/circadian biology. The clinical implications include potentially powerful and inexpensive interventions including interventions targeting light exposure, dark exposure, the regulation of social rhythms and the reduction of anxiety. We also consider the possibility of developing a 'transdiagnostic' treatment; one treatment that would reduce sleep disturbance across psychiatric disorders.
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Roehl AC, Cooper DN, Kluwe L, Helbrich A, Wimmer K, Högel J, Mautner VF, Kehrer-Sawatzki H. Extended runs of homozygosity at 17q11.2: an association with type-2NF1deletions? Hum Mutat 2010; 31:325-34. [DOI: 10.1002/humu.21191] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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