Evaluation of seasonal variations for the seasonal  
pattern assessment in mood disorder patients and  
healthy controls  
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Chiao-Erh Chang ,ꢀCheng-Dien Hsu ,ꢀHis-ChungꢀChen ,ꢀWen-YinꢀChen ,ꢀChih-MingꢀLiu ,ꢀ  
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Ming-HsienꢀHsieh ,ꢀChun-Hsin Chen ,ꢀTsung-YangꢀWang ,ꢀandꢀPo-HsiuꢀKuo  
DepartmentꢀofꢀPublicꢀHealthꢀ&ꢀInstituteꢀofꢀEpidemiologyꢀandꢀPreventiveꢀMedicine,ꢀCollegeꢀofꢀPublicꢀHealth,ꢀNationalꢀTaiwanꢀ  
University,ꢀTaipei,ꢀTaiwan, DepartmentꢀofꢀPsychiatry,ꢀTaiwanꢀAdventistꢀHospital,ꢀTaipei,ꢀTaiwan, DepartmentꢀofꢀPsychiatry,ꢀNationalꢀ  
TaiwanꢀUniversityꢀHospital,ꢀTaipei,ꢀTaiwan,ꢀ DepartmentꢀofꢀPsychiatry,ꢀTaipeiꢀCityꢀPsychiatricꢀCenter,ꢀTaipeiꢀCityꢀHospital,ꢀTaipei,ꢀ  
Taiwan,ꢀ DepartmentꢀofꢀPsychiatry,ꢀWang-FangꢀHospital,ꢀTaipeiꢀMedicalꢀUniversity,ꢀTaipei,ꢀTaiwan,ꢀ DepartmentꢀofꢀPsychiatry,ꢀSchoolꢀ  
ofꢀMedicine,ꢀCollegeꢀofꢀMedicine,ꢀTaipeiꢀMedicalꢀUniversity,ꢀTaipei,ꢀTaiwan  
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Introduction  
The seasonal pattern of mood episodes in patients with mood disorders has long been discussed. The Seasonal Pattern Assessment  
Questionnaire (SPAQ) was most used to assess seasonality in mood and related symptoms. The global severity of seasonality (GSS) score  
derived from SPAQ contains six dimensions: sleep, activity, mood, weight, appetite, and energy level. It is unclear whether the season in  
which SPAQ was administered impacts the magnitude of GSS score. The present study first established the structure of the Chinese  
version of SPAQ and further examined the reliability of self-reported seasonality among participants in the four seasons.  
Methods  
We recruited 597 mood disorder (MD) patients and 138 healthy controls (HC). 121 MD patients and 37 HC had at least twice follow-up  
measurements among them. A GSS score ≥ 11 and MD patients who suffered from greater than moderate levels of disturbances due to  
seasonal fluctuations were defined as the seasonal affective disorder (SAD). Spearman correlation coefficient was calculated between GSS  
score and mood dimensions. We performed statistical analysis using intraclass correlation coefficient reliability (ICCR) to evaluate the  
reliability of mood dimension across four seasons. All statistical analyses were conducted using the SAS version 9.4.  
Results  
MD patients were older (44.11 v. 37.84 years old, p < 0.001) and exhibited more severe seasonality (GSS score: 7.59 v. 3.79, p < 0.001)  
than the HC group (Table 1). A quarter of MD patients me
measurements, the average repeat measurement was 3.66 an
Table1.ꢀDemographicꢀandꢀclinicalꢀcharacteristicsꢀofꢀMDꢀpatientsꢀandꢀHC.  
Moodꢀdisorderꢀpatientsꢀ Healthyꢀcontrols  
n=597)a (n=138)b  
multiple  
(n=121)  
b.ꢀHealthyꢀcontrolsꢀ  
a.ꢀMoodꢀdisorderꢀpatientsꢀ  
(
Variables  
once  
n=476)  
once  
(n=101)  
multiple  
(n=37)  
(
43.76ꢀ(13.74) 45.47ꢀ(13.40) 37.65ꢀ(13.21) 38.38ꢀ(13.13)  
Age  
329ꢀ(69.12)  
78ꢀ(64.46)  
69ꢀ(68.32)  
23ꢀ(62.16)  
Femaleꢀgender  
Diagnosis  
2
29ꢀ(49.11)  
47ꢀ(51.89)  
70ꢀ(57.85)  
51ꢀ(42.15)  
-
-
-
-
Bipolarꢀdisorder  
Majorꢀdepressiveꢀdisorder  
Averageꢀtimesꢀofꢀrepeatꢀ  
measurement  
2
-
3.66ꢀ(1.03)  
-
3.59ꢀ(1.07)  
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.51ꢀ(5.63)  
7.93ꢀ(5.04)  
44ꢀ(36.36)  
22ꢀ(18.18)  
3.66ꢀ(3.20)  
4.14ꢀ(3.25)  
GSSꢀscore  
SADc  
Subsyndromal-SADd  
107ꢀ(22.48)  
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-
-
-
6
0ꢀ(12.61)  
GSS, Global severity of seasonality; SAD, Seasonal affective disorder.  
a
A total of 919 records of 597 mood disorder patients.  
A total of 234 records of 138 healthy participants.1  
Patients with multiple seasonal pattern assessments met the SAD criteria at least once.  
Patients with multiple seasonal pattern assessments met the Subsyndromal-SAD criteria at least once.  
b
c
Figureꢀ1.ꢀTheꢀcorrelationꢀbetweenꢀglobalꢀseasonalityꢀscoreꢀ(GSS),ꢀsixꢀmoodꢀdimensions,ꢀandꢀtheꢀ  
degreeꢀofꢀseasonalityꢀproblems.  
d
The energy level (r = 0.84), mood (r = 0.79), and social activity (r = 0.76) were the top three significantly correlated with the GSS scores  
among MD patients (Figure 1). In the aspect of the HC group, the energy level and sleep were significantly correlated with the GSS score  
(r > 0.75). We found good reliability (ICCR > 0.40) of the GSS score and mood and energy level dimensions in MD patients across the four  
seasons (Table 2). GSS dimensions among the HC group displayed good reliability (ICCR > 0.4), expected for social activity and appetite.  
Figure 2 illustrates the monthly distribution of MD patients and HC group who declared “feeling worse,” in distinct seasons.  
Tableꢀ2.ꢀEvaluationꢀofꢀreliabilityꢀforꢀself-assessedꢀ  
seasonalityꢀinꢀmoodꢀdimensions,ꢀseasonalityꢀ  
Conclusion  
severity,ꢀandꢀspecificꢀseasonꢀpatterns.ꢀ  
Our results revealed the seasonal  
MDꢀ(n=121) HCꢀ(n=37)  
variations in six mood dimensions of  
ICCR  
ICCR  
seasonal pattern assessment, whereas  
the GSS score was relatively stable in  
both MD patients and HC.  
Sixꢀmoodꢀdimensionsꢀꢀ  
Sleep  
Socialꢀactivity  
Mood  
Weight  
Appetite  
0
0
0
0
0
0
.356  
.278  
.429  
.331  
.397  
.464  
0.428  
0.164  
0.418  
0.437  
0.262  
0.406  
Acknowledgements  
Energyꢀlevel  
Seasonality evaluation  
GSSꢀscore  
This research was supported by grants from  
the Ministry of Science and Technology (MST  
105-2628-B-002-028-MY3), National Health  
Research Institutes(NHRI-EX107-10627NI),  
and National Taiwan University (108L7860).  
0
.521  
0.449  
Specificꢀseasonalꢀpatternsꢀinꢀmoodꢀsymptoms  
0.316  
-
Depressiveꢀsymptoms  
Manicꢀsymptoms  
ICCR, Intraclass correlation coefficient reliability; GSS, Global  
severity of seasonality.  
0.437  
-
Figureꢀ2.ꢀMonthlyꢀprevalenceꢀofꢀmoodꢀsymptomsꢀforꢀfourꢀseasonꢀfollow-upꢀofꢀMDꢀ  
patientꢀandꢀhealthyꢀcontrol.