Abstract
Past studies in rodents have demonstrated circannual variation in central dopaminergic activity as well as a host of compelling interactions between melatonin—a scotoperiod-responsive neurohormone closely tied to seasonal adaptation—and dopamine in the striatum and in midbrain neuronal populations with striatal projections. In humans, seasonal effects have been described for dopaminergic markers in CSF and postmortem brain, and there exists a range of affective, psychotic, and substance abuse disorders that have been associated with both seasonal symptomatic fluctuations and dopamine neurotransmission abnormalities. Together, these data indirectly suggest a potentially crucial link between circannual biorhythms and central dopamine systems. However, seasonal effects on dopamine function in the living, healthy human brain have never been tested. For this study, 86 healthy adults underwent 18F-DOPA positron emission tomography scanning, each at a different time throughout the year. Striatal regions of interest (ROIs) were evaluated for differences in presynaptic dopamine synthesis, measured by the kinetic rate constant, Ki, between fall–winter and spring–summer scans. Analyses comparing ROI average Ki values showed significantly greater putamen 18F-DOPA Ki in the fall–winter relative to the spring–summer group (p = 0.038). Analyses comparing voxelwise Ki values confirmed this finding and evidenced intrastriatal localization of seasonal effects to the caudal putamen (p < 0.05, false-discovery rate corrected), a region that receives dopaminergic input predominantly from the substantia nigra. These data are the first to directly demonstrate a seasonal effect on striatal presynaptic dopamine synthesis and merit future research aimed at elucidating underlying mechanisms and implications for neuropsychiatric disease and new treatment approaches.
Introduction
Several lines of evidence suggest an important relationship between circannual changes in circadian rhythms and central dopaminergic systems. In rodents, striatal dopamine receptor binding shows a season- and photoperiod-specific pattern (Naber et al., 1981). Melatonin, a scotoperiod-responsive pineal hormone central to seasonal and circadian cycles (Wehr, 1997) with receptors abundant in the dopaminergic midbrain and in the striatum (Uz et al., 2005), exerts direct inhibitory effects on caudate–putamen neural activity (Castillo-Romero et al., 1993), impacting circadian changes in striatal clock gene expression and specifically inhibiting nocturnal cocaine sensitization behavior (Uz et al., 2003). Additionally, melatonin selectively induces tyrosine hydroxylase protein and tyrosine hydroxylase mRNA expression in rodent ventral mesencephalon (Venero et al., 2002), suggesting that melatonin upregulates dopamine synthesis in neuronal populations that project to the striatum.
To what degree these animal findings are relevant to human brain physiology has not been well studied, despite implications of circannual biorhythms in the pathophysiology and clinical phenotypes of several major neuropsychiatric illnesses that involve the dopamine system, including seasonal affective disorder (Rosenthal et al., 1984; Neumeister et al., 2001), bipolar illness (Lewy et al., 1982; Rosenthal et al., 1983; Wong et al., 1997; Zarate et al., 2004; Roybal et al., 2007), major depression (Sher et al., 2005; Cannon et al., 2009), schizophrenia (Karson et al., 1984; Reith et al., 1994), and stimulant abuse (Huerta-Fontela et al., 2008; Mari et al., 2009). Studies in humans have reported higher fall and winter than spring and summer dopamine or dopamine metabolite concentrations in the CSF of healthy adults (Hartikainen et al., 1991), schizophrenia patients and Alzheimer's patients (Losonczy et al., 1984), as well as in the postmortem hypothalamic tissue of individuals without neurological or psychiatric disease and ventral striatal tissue of schizophrenia patients (Karson et al., 1984). However, there have been no investigations of seasonal effects on regional dopamine function in the healthy living human brain. Using 18F-DOPA positron emission tomography (PET), a method that reliably assays presynaptic dopamine synthesis in the striatum, we studied 86 healthy individuals, each at a different time throughout the year, hypothesizing that striatal dopamine synthesis would be greater during fall and winter than spring and summer.
Materials and Methods
Eighty-six healthy volunteers (ages, 22–49 years; mean, 32.9 ± 8.4 years; 44 women, 8 non-Caucasian) without psychiatric, neurological, or major medical illness, as assessed by physician-administered standardized clinical interview (First et al., 1996), medical history, and physical examination, participated after providing informed consent as approved by the National Institute of Mental Health Institutional Review Board and National Institutes of Health (NIH) Radiation Safety Committee. Each participant was recruited from the local community (Washington, DC metropolitan area) and completed one scanning session at the NIH Clinical Center in Bethesda, MD as part of a separate, ongoing protocol. Sessions were scheduled between 10:00 A.M. and 2:00 P.M. throughout the calendar year, and their date relative to the autumnal and vernal equinoxes delineated whether the associated season was fall–winter or spring–summer (Karson et al., 1984). There were 44 spring–summer (mean, 32.1 ± 7.7 years; 22 women; 6 non-Caucasian) and 42 fall–winter (mean, 33.8 ± 9.1 years; 22 women; 2 non-Caucasian) scans. There were no significant differences between seasonal groups in sex, age, ethnicity, or year of acquisition.
Each participant abstained from nicotine and caffeine for 4 h and from food for 6 h before their scanning session. One hour before 18F-DOPA injection, they received a single oral dose of carbidopa (200 mg) to limit peripheral tracer metabolism and augment tracer availability to the brain. PET data were acquired with a General Electric Advance 3D PET camera (32 planes, 6.5 mm full-width half-maximum) while volunteers were in an awake, resting state. After an 8 min transmission scan for attenuation correction, 8–16 mCi of 18F-DOPA were injected and, 90 s after injection, a set of 25 scans was dynamically acquired over 90 min. There were no changes in acquisition procedures or hardware throughout the study.
After attenuation correction, these 18F-DOPA scans were registered to the last image and affine-normalized to an 18F-DOPA PET template using Statistical Parametric Mapping software (SPM99; Wellcome Department of Cognitive Neurology, London, UK; http://www.fil.ion.ucl.ac.uk/spm/) (Friston et al., 1994). The kinetic rate constant Ki for 18F-DOPA uptake was calculated voxel-by-voxel using a linear fit based on the Patlak method (Patlak et al., 1983), with a time-activity curve in an occipital reference region as the input function (Whone et al., 2004). All time–activity curves were visually inspected to rule out saturation artifacts. Data were measured using 2 mm isotropic voxels and smoothed with a 10 mm Gaussian kernel to improve signal-to-noise ratios. Two regions of interest (ROIs; bilateral putamen and bilateral caudate) were defined using Wake Forest University PickAtlas software (PickAtlas2.4; Wake Forest University, Winston-Salem, North Carolina; http://fmri.wfubmc.edu/) (Maldjian et al., 2003).
To determine whether there existed a relationship between season and striatal presynaptic dopamine synthesis, a general linear model was adopted to perform two complimentary analyses of the calculated Ki maps. First, the average Ki values for each ROI were extracted and compared across seasons using SPSS software (SPSS 12.0, SPSS). Second, seasonal comparisons were made on a voxelwise basis for Ki values within the striatum from fall–winter and spring–summer scans using SPM with a voxel-level false-discovery rate (p < 0.05) correction for multiple comparisons (Genovese et al., 2002).
Results
One-sample Kolmogorov–Smirnov tests on striatal ROI values for the entire cohort and for spring–summer and fall–winter groups separately revealed no significant differences from the normal distribution. Bilateral putamen mean Ki was significantly greater during the fall–winter period (0.0073 ± 0.0007) than spring–summer (0.0070 ± 0.0007; mean difference = 0.0003; t = 2.10; df = 84; p = 0.038). When analyzed separately, both right and left putamen mean Ki showed the same effect (right putamen, mean difference = 0.0003, t = 2.08, df = 84, p = 0.040; left putamen, mean difference = 0.0003, t = 2.02, df = 84, p = 0.046). Uptake in the caudate (total mean = 0.0055 ± 0.0005) showed no significant seasonal effects. These results remained significant after controlling for sex, age, and ethnicity. Age and ethnicity were not predictive of mean Ki in the putamen or caudate. Both putamen and caudate mean Ki were greater in women than men (putamen ROI, mean difference = 0.0005, t = 3.34, df = 84, p = 0.001; caudate ROI, mean difference = 0.0004, t = 3.30, df = 84, p = 0.001), consistent with previous reports (Laakso et al., 2002). There were no sex-by-season interactions. Voxelwise analysis of the striatum confirmed the seasonal findings, yielding a large cluster in the left caudal putamen where fall–winter scans had greater Ki than spring–summer scans [peak voxel coordinates (Montreal Neurological Institute): −30, −6,6; k = 117; p < 0.05, false-discovery rate corrected for multiple comparisons] (Fig. 1). Post hoc voxelwise analyses also revealed voxels in the right putamen showing the same seasonal effect (fall–winter > spring–summer) beginning at p < 0.002, uncorrected. There were no regions where spring–summer scans had greater uptake than fall–winter scans. There were no significant associations between the time of day that the scan was acquired and either ROI or voxelwise measures of striatal Ki.
Discussion
Though previous studies in rodents (Naber et al., 1981; Castillo-Romero et al., 1993; Masubuchi et al., 2000; Uz et al., 2003) and indirect evidence from humans (Karson et al., 1984; Losonczy et al., 1984; Hartikainen et al., 1991) have suggested dopamine–biorhythm interactions, this is, to our knowledge, the first study demonstrating an effect of season on in vivo measurements of striatal dopamine in healthy, young adults. Individuals who underwent 18F-DOPA PET scans during the fall and winter seasons showed higher striatal Ki values, suggestive of greater presynaptic dopamine synthesis and storage, in the putamen. These results could not be explained by differences in sex or age and are in agreement with the direction of several past experimental findings using CSF homovanillic acid (Losonczy et al., 1984; Hartikainen et al., 1991) and postmortem brain tissue dopamine and homovanillic acid (Karson et al., 1984).
As yearly fluctuations in circadian rhythms underlie circannual changes (Lewy et al., 2006), it is notable that we found seasonal effects in the caudal putamen, a region of the striatum that receives its dopaminergic innervation predominantly from the substantia nigra and shows the greatest involvement in hereditary progressive dystonia with marked diurnal fluctuation (Segawa Disease). This is an illness in which GCH1 mutations result in reduced dopaminergic synthetic activity at nigrostriatal nerve terminals and pronounced circadian fluctuations in motor symptomatology (Segawa, 2000). By what mechanism this region might be particularly sensitive to chronobiological factors is not known and cannot be directly assessed by the present data, but one possibility might lie in striatal melatonin–dopamine interactions (Zisapel, 2001).
We found greater striatal presynaptic dopamine synthesis during the fall and winter season, when circadian cycles feature longer scotoperiods and thereby greater cumulative melatonin release (Kivelä et al., 1988; Stokkan and Reiter, 1994; Wehr, 1997; Morera and Abreu, 2006; but see Sack et al., 1986). Melatonin shows a complicated interaction with subcortical dopaminergic systems, both directly inhibiting postsynaptic striatal dopaminergic signaling and promoting presynaptic dopamine neuronal integrity via both antioxidant and tissue-specific mechanisms (Zisapel, 2001; Venero et al., 2002). Thus, the current data invite speculation that they may be a downstream melatonin effect, compensating for the postsynaptic inhibition (Zisapel, 2001) and/or resulting from upregulation of dopamine synthesis in midbrain dopaminergic neurons projecting to the striatum (Venero et al., 2002). Interestingly, because sleep quality shows seasonal variation and association with melatonin levels (Zeitzer et al., 2007; McLaughlin et al., 2008), this may be consistent with recent evidence linking striatal D2/3 receptor binding, measured by 11C-raclopride PET, with sleep deprivation in healthy humans, suggesting dopaminergic involvement in regulation of wakefulness in response to sleep–wake cycle fluctuations (Volkow et al., 2008, 2009). Future studies designed to uncover the character of melatonin–dopamine interactions in living humans are essential to evaluate these hypotheses.
A longitudinal design, with each participant undergoing multiple 18F-DOPA scans throughout the year, would be a preferable and more sensitive approach (albeit limited in feasibility due to prescribed radiation limits). With future technical advances in PET, longitudinally designed studies will be helpful to confirm and extend these initial findings. Nonetheless, the fact that the studied seasonal groups were well balanced for number, age (Sack et al., 1986), and gender and were of substantial sample size, strengthens the present results. Additionally, the fact that data were continuously acquired over several years, rather than a single annual cycle, with the same hardware and acquisition procedures minimizes the possibility of secular drift in the data. Finally, it is important to highlight that the seasonal effects reported here may be a result either of climatic variables (e.g., photoperiodicity, temperature variation) or of unmeasured environmental (e.g., diet) or behavioral (e.g., physical activity) factors, and future experiments aimed at delineating these influences are necessary to better characterize the present results.
In conclusion, there exists an association between season and presynaptic striatal dopamine synthesis in healthy humans. Future work is merited to elucidate the nature of this relationship in the context of other neurotransmitter systems showing circannual variation (e.g., melatonin) and its potential implications for both the pathophysiology of and novel treatment approaches to neuropsychiatric illnesses with cyclical phenomenology.
Footnotes
- Received April 16, 2010.
- Revision received September 17, 2010.
- Accepted September 20, 2010.
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This research was supported by the Intramural Research Program, National Institute of Mental Health, National Institutes of Health. We thank the staff of the NIH PET Center for their assistance in data acquisition.
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The authors declare no financial conflict of interest with regard to this manuscript.
- Correspondence should be addressed to Dr. Karen F. Berman, Section on Integrative Neuroimaging, National Institute of Mental Health, NIH, 9000 Rockville Pike, Building 10, Room 3C209, Bethesda, MD 20892-1365. Karen.Berman{at}nih.gov
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