Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter
Background: Seasonal Affective Disorder (SAD) is a subtype of Major Depressive Disorder characterized by seasonally occurring depression that often presents with atypical vegetative symptoms such as hypersomnia and carbohydrate craving. It has recently been shown that unlike healthy people, patients...
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Frontiers Media S.A.
2017-11-01
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Online Access: | http://journal.frontiersin.org/article/10.3389/fnins.2017.00614/full |
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doaj-89bd13ad4c4b499498db4c441a8bff4b |
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Article |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Martin Nørgaard Martin Nørgaard Melanie Ganz Claus Svarer Patrick M. Fisher Nathan W. Churchill Vincent Beliveau Vincent Beliveau Cheryl Grady Stephen C. Strother Gitte M. Knudsen Gitte M. Knudsen |
spellingShingle |
Martin Nørgaard Martin Nørgaard Melanie Ganz Claus Svarer Patrick M. Fisher Nathan W. Churchill Vincent Beliveau Vincent Beliveau Cheryl Grady Stephen C. Strother Gitte M. Knudsen Gitte M. Knudsen Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter Frontiers in Neuroscience 5-HTTLPR Seasonal Affective Disorder Partial Least Squares PET [11C]DASB neuroplasticity |
author_facet |
Martin Nørgaard Martin Nørgaard Melanie Ganz Claus Svarer Patrick M. Fisher Nathan W. Churchill Vincent Beliveau Vincent Beliveau Cheryl Grady Stephen C. Strother Gitte M. Knudsen Gitte M. Knudsen |
author_sort |
Martin Nørgaard |
title |
Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter |
title_short |
Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter |
title_full |
Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter |
title_fullStr |
Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter |
title_full_unstemmed |
Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter |
title_sort |
brain networks implicated in seasonal affective disorder: a neuroimaging pet study of the serotonin transporter |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Neuroscience |
issn |
1662-453X |
publishDate |
2017-11-01 |
description |
Background: Seasonal Affective Disorder (SAD) is a subtype of Major Depressive Disorder characterized by seasonally occurring depression that often presents with atypical vegetative symptoms such as hypersomnia and carbohydrate craving. It has recently been shown that unlike healthy people, patients with SAD fail to globally downregulate their cerebral serotonin transporter (5-HTT) in winter, and that this effect seemed to be particularly pronounced in female S-carriers of the 5-HTTLPR genotype. The purpose of this study was to identify a 5-HTT brain network that accounts for the adaption to the environmental stressor of winter in females with the short 5-HTTLPR genotype, a specific subgroup previously reported to be at increased risk for developing SAD.Methods: Nineteen females, either S' carriers (LG- and S-carriers) without SAD (N = 13, mean age 23.6 ± 3.2 year, range 19–28) or S' carriers with SAD (N = 6, mean age 23.7 ± 2.4, range 21–26) were PET-scanned with [11C]DASB during both summer and winter seasons (asymptomatic and symptomatic phase, 38 scans in total) in randomized order, defined as a 12-week interval centered on summer or winter solstice. We used a multivariate Partial Least Squares (PLS) approach with NPAIRS split-half cross-validation, to identify and map a whole-brain pattern of 5-HTT levels that distinguished the brains of females without SAD from females suffering from SAD.Results: We identified a pattern of 5-HTT levels, distinguishing females with SAD from those without SAD; it included the right superior frontal gyrus, brainstem, globus pallidus (bilaterally) and the left hippocampus. Across seasons, female S' carriers without SAD showed nominally higher 5-HTT levels in these regions compared to female S' carriers with SAD, but the group difference was only significant in the winter. Female S' carriers with SAD, in turn, displayed robustly increased 5-HTT levels in the ventral striatum (bilaterally), right orbitofrontal cortex, middle frontal gyrus (bilaterally), extending to the left supramarginal gyrus, left precentral gyrus and left postcentral gyrus during winter compared to female S' carriers without SAD.Limitations: The study is preliminary and limited by small sample size in the SAD group (N = 6).Conclusions: These findings provide novel exploratory evidence for a wintertime state-dependent difference in 5-HTT levels that may leave SAD females with the short 5-HTTLPR genotype more vulnerable to persistent stressors like winter. The affected brain regions comprise a distributed set of areas responsive to emotion, voluntary, and planned movement, executive function, and memory. The preliminary findings provide additional insight into the neurobiological components through which the anatomical distribution of serotonergic discrepancies between individuals genetically predisposed to SAD, but with different phenotypic presentations during the environmental stressor of winter, may constitute a potential biomarker for resilience against developing SAD. |
topic |
5-HTTLPR Seasonal Affective Disorder Partial Least Squares PET [11C]DASB neuroplasticity |
url |
http://journal.frontiersin.org/article/10.3389/fnins.2017.00614/full |
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doaj-89bd13ad4c4b499498db4c441a8bff4b2020-11-24T23:02:45ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2017-11-011110.3389/fnins.2017.00614294329Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin TransporterMartin Nørgaard0Martin Nørgaard1Melanie Ganz2Claus Svarer3Patrick M. Fisher4Nathan W. Churchill5Vincent Beliveau6Vincent Beliveau7Cheryl Grady8Stephen C. Strother9Gitte M. Knudsen10Gitte M. Knudsen11Neurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, DenmarkFaculty of Health Sciences, University of Copenhagen, Copenhagen, DenmarkNeurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, DenmarkNeurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, DenmarkNeurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, DenmarkNeuroscience Research Program, St. Michael's Hospital, Toronto, ON, CanadaNeurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, DenmarkFaculty of Health Sciences, University of Copenhagen, Copenhagen, DenmarkRotman Research Institute, Baycrest and Medical Biophysics, University of Toronto, Toronto, ON, CanadaRotman Research Institute, Baycrest and Medical Biophysics, University of Toronto, Toronto, ON, CanadaNeurobiology Research Unit, Copenhagen University Hospital Rigshospitalet, Copenhagen, DenmarkFaculty of Health Sciences, University of Copenhagen, Copenhagen, DenmarkBackground: Seasonal Affective Disorder (SAD) is a subtype of Major Depressive Disorder characterized by seasonally occurring depression that often presents with atypical vegetative symptoms such as hypersomnia and carbohydrate craving. It has recently been shown that unlike healthy people, patients with SAD fail to globally downregulate their cerebral serotonin transporter (5-HTT) in winter, and that this effect seemed to be particularly pronounced in female S-carriers of the 5-HTTLPR genotype. The purpose of this study was to identify a 5-HTT brain network that accounts for the adaption to the environmental stressor of winter in females with the short 5-HTTLPR genotype, a specific subgroup previously reported to be at increased risk for developing SAD.Methods: Nineteen females, either S' carriers (LG- and S-carriers) without SAD (N = 13, mean age 23.6 ± 3.2 year, range 19–28) or S' carriers with SAD (N = 6, mean age 23.7 ± 2.4, range 21–26) were PET-scanned with [11C]DASB during both summer and winter seasons (asymptomatic and symptomatic phase, 38 scans in total) in randomized order, defined as a 12-week interval centered on summer or winter solstice. We used a multivariate Partial Least Squares (PLS) approach with NPAIRS split-half cross-validation, to identify and map a whole-brain pattern of 5-HTT levels that distinguished the brains of females without SAD from females suffering from SAD.Results: We identified a pattern of 5-HTT levels, distinguishing females with SAD from those without SAD; it included the right superior frontal gyrus, brainstem, globus pallidus (bilaterally) and the left hippocampus. Across seasons, female S' carriers without SAD showed nominally higher 5-HTT levels in these regions compared to female S' carriers with SAD, but the group difference was only significant in the winter. Female S' carriers with SAD, in turn, displayed robustly increased 5-HTT levels in the ventral striatum (bilaterally), right orbitofrontal cortex, middle frontal gyrus (bilaterally), extending to the left supramarginal gyrus, left precentral gyrus and left postcentral gyrus during winter compared to female S' carriers without SAD.Limitations: The study is preliminary and limited by small sample size in the SAD group (N = 6).Conclusions: These findings provide novel exploratory evidence for a wintertime state-dependent difference in 5-HTT levels that may leave SAD females with the short 5-HTTLPR genotype more vulnerable to persistent stressors like winter. The affected brain regions comprise a distributed set of areas responsive to emotion, voluntary, and planned movement, executive function, and memory. The preliminary findings provide additional insight into the neurobiological components through which the anatomical distribution of serotonergic discrepancies between individuals genetically predisposed to SAD, but with different phenotypic presentations during the environmental stressor of winter, may constitute a potential biomarker for resilience against developing SAD.http://journal.frontiersin.org/article/10.3389/fnins.2017.00614/full5-HTTLPRSeasonal Affective DisorderPartial Least SquaresPET[11C]DASBneuroplasticity |