Early Trauma Is Associated with Poor Pharmacological Treatment Response in Patients with Panic Disorder.

OBJECTIVE: Pharmacotherapy is established as an effective method for reducing symptoms of panic disorder (PD). However, about 20-40% of PD patients are treatment-resistant. Predictors of pharmacotherapy outcomes for PD patients are needed.
METHODS: This study included 152 PD patients to measure the clinical severities of PD symptoms and used the Early Trauma Inventory (ETI) to measure early trauma. Treatment response was defined as a 40% reduction in the total Panic Disorder Severity Scale score from baseline. We measured the treatment responses at 8 weeks and 6 months. Binary logistic regression was used to predict treatment response after controlling for confounding variables.
RESULTS: Early sexual trauma alone was associated with poor treatment response at 8 weeks. However, at 6 months, the total ETI score was associated with an unfavorable treatment response.
CONCLUSION: Therefore, our study suggests that clinicians need to be aware of a history of early trauma to optimize treatment outcomes for PD patients.

INTRODUCTION

Panic disorder (PD) is an anxiety disorder characterized by recurrent and unexpected panic attacks associated with anticipatory anxiety, and physical symptoms including the sensation of shortness of breath, palpitation, or fear of dying [1]. PD has a one-year and lifetime prevalence of approximately 2.4% and 3.8%, respectively, in the United States [2]. In Korea, the oneyear and lifetime prevalence are 0.2% and 0.5%, respectively, and the rate is increasing [3]. In addition, PD is associated with other psychiatric and medical comorbidities, significant daily functional impairments, poorer work performance, decreased quality of life, and various social burdens [4].

Pharmacotherapy and cognitive-behavioral therapy (CBT) are well-established as effective methods to reduce the symptoms of patients with PD. Medications include first-line agents such as selective serotonin reuptake inhibitors (SSRIs) venlafaxine, the serotonin-norepinephrine reuptake inhibitor (SNRI), and second-line agents such as tricyclic antidepressants (TCAs) and benzodiazepines (BDZs) [5]. However, even when treated in clinical settings, the pharmacological treatment response may not be completely satisfactory; approximately 20–40% of patients with PD are non-responsive to treatment with drugs such as SSRIs, SNRI, TCAs, and BDZs [6,7]. In some clinical trials, PD patients were treated with SSRIs (fluvoxamine, sertraline, citalopram, and escitalopram) and clonazepam for a period of 8 to 12 weeks, and 17–61% of PD patients did not respond to treatment [8,9]. Therefore, early detection of patients with treatmentresistant PD is important as well as finding alternative treatments. Moreover, further studies are needed to identify response predictors of pharmacological treatment for patients with PD.

Several baseline predictors that might contribute to the pharmacological treatment response in PD have been suggested. Previous short-term or long-term research has suggested the symptom severities of PD, duration of the illness, presence of agoraphobia, comorbidities with other anxiety, depressive and personality disorders, personality traits, and the female gender as predictors [10-16]. In addition, some studies found that medical comorbidities and recent emergency room visits were predictors of unfavorable treatment responses in patients with PD [17].

Various kinds of early trauma also appear to influence some characteristics such as age at onset, symptom severities, personality traits, and poor treatment response in patients with PD [18]. Negative effects of early trauma have ongoing impacts that can last a lifetime in individuals with PD [19]. A previous study showed that early physical trauma is related to the symptom severity of PD [20]. Another study demonstrated that an association between early sexual trauma and personal vulnerability traits, such as neuroticism, and poor long-term treatment outcomes in individuals with PD [21]. However, further research is needed due to the lack of studies on responses to long-term pharmacological treatment for early trauma.

Therefore, our study aims to examine whether early trauma subtypes are associated with short-term and long-term pharmacological treatment responses in PD patients using a relatively larger sample size compared to previous studies. We hypothesized that PD patients with early trauma will have poor responses to pharmacological treatments in short-term and long-term follow-ups.

METHODS

Participants

From January 2014 to June 2020, 368 participants were recruited as part of the PD patients treated in the Department of Psychiatry at CHA Bundang Medical Center. All participants were Koreans aged between 17 and 75 years old. Personal and family histories of PD were established through interviews. Only 152 PD patients who finished the Early Trauma Inventory (ETI) and 8-weeks and 6-months follow-up were included in this study analysis (Figure 1).

Figure 1.

Flow diagram of patient recruitment. ETI: Early Trauma Inventory, ASI: Anxiety Sensitivity Inventory, PDSS: Panic Disorder Severity Scale, CBT: Cognitive Behavioral Therapy, MBCT: Mindfulness-Based Cognitive Therapy.

Participants in PD with or without agoraphobia met the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision (DSM-IV-TR) Axis I Disorder, as diagnosed by practiced psychiatrists using the Structured Clinical Interview for DSM-IV-TR. Only patients primarily diagnosed as PD were included. PD patients with additional major medical comorbidities were excluded. Participants with a primary diagnosis of any schizophrenia, bipolar disorder, major depressive disorder, personality disorder, anxiety disorders other than PD, substance use disorder, mental retardation, and pregnancy were also excluded. In addition, all patients with PD who had been treated with psychotherapy such as CBT or mindfulness-based cognitive therapy were excluded.

All PD patients had pharmacotherapy with SSRIs including escitalopram, paroxetine, and sertraline [escitalopram equivalence dosage=11.01±1.81 (mean±SD) mg/day] [22], and BDZs were primarily permitted on a pro re nata (PRN; as required) basis. All PD patients were undergoing pharmacotherapy with antidepressants such as SSRIs and anxiolytics such as BDZs according to the Korean Mediation Algorithm for PD [23] or the Clinical Practice Guidelines: Treatment of PD [24].

All study procedures adhered to the Institutional Review Board regulations and principles of Good Clinical Practice at the CHA Bundang Medical Center. After sufficiently explaining the study process to participants, their written informed consent was acquired (2019-05-030, 2018-06-029, 2011-11-164).

Early trauma and clinical measures

Early trauma was assessed using the Korean version of the Early Trauma Inventory Self Report-Short Form (ETISR-SF) at baseline. Cronbach’s α for the Korean version of the ETISR-SF was 0.869. This instrument is significantly correlated higher with the scores on the Childhood Trauma Questionnaire-Short Form (r=0.691) [25] which consists of 27 “yes” or “no” questionnaires in total assessing the four domains of general, physical, emotional, and sexual trauma experiences before the age of 18 years. Each of the domains is assessed using 11, 5, 5, and 6 questions, respectively.

To evaluate potential trait markers in PD at baseline, the Korean version of the Anxiety Sensitivity Inventory-Revised (ASI-R) [26,27] was used. The ASI-R is the most commonly used measure of anxiety sensitivity (AS), consisting of fears of respiratory symptoms, cardiovascular symptoms, publicly observable anxiety reactions, and cognitive dyscontrol.

To measure the clinical severities of the participants’ anxiety and depressive symptoms at baseline, we used the Panic Disorder Severity Scale (PDSS) [28] and the Beck Depression Inventory-II (BDI-II) [29] simultaneously, respectively.

Treatment response to pharmacotherapy was measured after a minimum of 8 weeks and 6 months of treatment in an adequate dose. It was defined as a total PDSS score reduction of 40% or more from baseline score after a minimum of 8 weeks and 6 months treatment in an adequate dose [30-32].

Statistical analyses

To analyze the relationship between treatment response and demographic and clinical data about participants with PD, Student t-test, and chi-square tests were used. Pearson’s correlation was applied to find out association among continuous variables such as age, duration of illness, ETI, ASI-R, and PDSS. In addition, binary logistic regression model with treatment response as dependent variables and with those that differed significantly between the good and poor treatment response at 8 weeks and in 6 months on Student t-tests or chi-square tests as covariates were performed. All statistical analyses used the IBD SPSS Statistics 26 software (IBM Corp., Armonk, NY, USA).

RESULTS

Sociodemographic characteristics and clinical variables at baseline

Sociodemographic characteristics and clinical variables of the 152 patients with PD are summarized in Table 1. PD patients with agoraphobia were 78.9% and without agoraphobia were 21.1%. The average duration of illness was 3.7 years [44.62±72.88 (mean±SD) months]. The average total sum of ETI was 4.88±4.00. Among the early trauma subtypes, physical trauma showed the highest mean score (1.89±1.64) among the subtypes of trauma (general: 1.36±1.52, emotional: 1.29±1.68, and sexual: 0.35±0.87). The average scores in the ASI-R were 46.48±26.06, and on the PDSS were 12.52±5.98.

Table 1.

Sociodemographic characteristics and clinical variables of patients with panic disorder at baseline

	Patients with panic disorder
	N=152
Demographics
Age (years)	37.91±11.65
Gender
Male	69 (45.4)
Female	83 (54.6)
Level of education
High school or less	51 (33.6)
College or higher	101 (66.4)
Marital status
Married	84 (55.3)
Single	68 (44.7)
Clinical variables
Duration of illness (months)	44.62±72.88
Agoraphobia
Yes	120 (78.9)
No	32 (21.1)
ETI (total sum)
All subtypes	4.88±4.00
General subtype	1.36±1.52
Physical subtype	1.89±1.64
Emotional subtype	1.29±1.68
Sexual subtype	0.35±0.87
ASI (total sum)	46.48±26.06
PDSS (total sum)	12.52±5.98
BDI-II (total sum)	15.67±9.74
SSRIs (escitalopram equivalence dose)	11.01±1.81

Values represent count (percent), mean±SD, and median (interquartile range). SD: standard deviation, ETI: Early Traumatic Inventory, ASI: Anxiety Sensitivity Inventory, PDSS: Panic Disorder Severity Scale, BDI: Beck Depression Inventory, SSRI: selective serotonin receptor inhibitor

Changes in scores of panic disorder symptom severity over time and pharmacological treatment response at 8 weeks and 6 months

Over time, the PDSS scores gradually decreased from 12.52±5.98 (mean±SD) at baseline to 10.07±4.71 at 8 weeks, then 8.98±4.49 at 6 months. Assuming a treatment response of 40% or more reduction in PDSS scores compared to baseline, the number of patients with treatment response was 29 (19.2%) at 8 weeks. In 6 months, the score increased to 57 (37.5%) (Table 2).

Table 2.

Changes in scores of panic disorder severity scale and pharmacological treatment response at 8 weeks and 6 months

	Baseline	8 weeks	6 months
PDSS	12.52±5.98	10.7±4.71	8.98±4.49
Treatment response	152 (100.0)	151 (100.0)	152 (100.0)
Yes	-	29 (19.2)	57 (37.5)
No	-	122 (80.8)	95 (62.5)

Values represent count (percent) and mean±SD. Criteria for treatment response: when the PDSS score at each time point is reduced by 40% or more compared to the PDSS score at the beginning of treatment, it is set as a treatment response. SD: standard deviation, PDSS: Panic Disorder Severity Scale

Comparison of patients with or without pharmacological treatment response at 8 weeks and 6 months

After 8 weeks from baseline, there were no significant differences between PD patients with treatment response and without treatment response according to sociodemographic characteristics (age, gender, level of education, and marital status), ratio of agoraphobia, and duration of illness (Table 3). There were no statistically significant differences in symptom severity measured by the ASI and the PDSS regardless of whether or not treatment responses presented. However, regarding early trauma, those with more sexual trauma (0.138±0.082) (mean±SD) showed more negative treatment response than those with less sexual trauma (0.405±0.936) (t=2.261, p=0.026).

Table 3.

Comparison of patients with or without pharmacological treatment response at 8-week and 6-month period stratified by sociodemographic characteristics and clinical variables

	Treatment response
	8 weeks		χ2 or t (p)	6 months		χ2 or t (p)
	Yes (N=29)	No (N=122)		Yes (N=57)	No (N=95)
Demographics
Age (years)	40.07±14.44	37.54±10.84	-0.885 (0.382)	39.42±12.58	37.01±11.03	-1.237 (0.218)
Gender			1.299 (0.302)			0.087 (0.867)
Male	16 (23.2)	53 (76.8)		25 (36.2)	44 (63.8)
Female	13 (15.9)	69 (84.1)		32 (38.6)	51 (61.4)
Level of education			0.030 (1.000)			4.723 (0.034[*])
High school or less	10 (20.0)	40 (80.0)		13 (25.5)	38 (74.5)
College or higher	19 (18.8)	82 (81.2)		44 (43.6)	57 (56.4)
Marital status			0.003 (1.000)			0.255 (0.736)
Married	16 (19.0)	68 (81.0)		33 (39.3)	51 (60.7)
Single	13 (19.4)	54 (80.6)		24 (35.3)	44 (64.7)
Clinical variables
Duration of illness (months)	49.90±88.79	43.43±69.25	-0.427 (0.670)	48.91±89.29	42.04±61.35	-0.561 (0.575)
Agoraphobia			0.879 (0.448)			0.169 (0.838)
Yes	21 (17.6)	98 (82.4)		46 (38.3)	74 (61.7)
No	8 (25.0)	24 (75.0)		11 (34.4)	21 (65.6)
ETI (total sum)
All subtypes	4.16±3.98	5.06±4.01	1.020 (0.310)	3.96±3.90	5.41±3.98	2.126 (0.035[*])
General subtype	1.50±1.79	1.34±1.46	-0.489 (0.626)	1.26±1.57	1.41±1.50	0.598 (0.551)
Physical subtype	1.59±1.47	1.95±1.68	1.023 (0.308)	1.44±1.57	2.15±1.63	1.607 (0.010[*])
Emotional subtype	1.25±1.71	1.31±1.69	0.173 (0.863)	1.07±1.61	1.42±1.72	1.235 (0.219)
Sexual subtype	0.14±0.08	0.41±0.94	2.261 (0.026[*])	0.28±0.73	0.39±0.94	0.776 (0.439)
ASI (total sum)	47.36±25.51	46.13±26.35	-0.212 (0.832)	44.75±25.54	47.50±26.46	0.602 (0.548)
PDSS (total sum)	14.28±6.49	12.12±5.83	-1.753 (0.082)	13.82±5.72	11.73±6.03	-2.105 (0.037[*])
BDI-II (total sum)	17.00±9.13	15.26±9.85	-0.841 (0.402)	14.33±9.05	16.46±10.10	1.291 (0.199)

Values represent count (percent), mean±SD, and median (interquartile range).

p<0.05.

Criteria for treatment response: when the PDSS score at each time point is reduced by 40% or more compared to the PDSS score at the beginning of treatment, it is set as a treatment response. SD: standard deviation, ETI: Early Traumatic Inventory, ASI: Anxiety Sensitivity Inventory, PDSS: Panic Disorder Severity Scale, BDI: Beck Depression Inventory

After 6 months, the level of education, the severity of PD symptoms, and the early trauma experience demonstrated significant differences in the distribution of treatment response (Table 3). Regarding the level of education, those with a college education or more had better treatment responses (43.6%) than those with a high school education or less (25.5%) (χ2=4.723, p=0.034). Those with higher PDSS scores (13.82±5.72) had significantly better treatment responses than those with lower PDSS scores (11.73±6.03) (t=-2.105, p=0.037). Finally, those with higher total sum of ETI (5.41±3.98) had poorer treatment responses than those with lower total sum (3.96± 3.90) (t=2.126, p=0.035). Among subtypes of ETI, the higher scores of physical trauma (2.15±1.63) significantly reduced the proportion of pharmacological long-term treatment responses than lower scores (1.44±1.57) (t=1.607, p=0.010). On the other hand, there were no significant differences in the scores of general trauma, emotional trauma, and sexual trauma between patients with and without treatment response.

Pearson’s correlation analyses among continuous clinical variables

Table 4 presents the correlations among continuous variables. Higher ETI scores were significantly correlated with younger age (r=-0.295, p<0.000) and increased clinical symptoms in ASI-R (r=0.403, p<0.001) and PDSS (r=0.188, p=0.024). In addition, significant positive correlations were found between the total sum of ETI and the scores of subtypes such as general ETI (r=0.724, p<0.001), physical ETI (r=0.698, p<0.001), emotional ETI (r=0.797, p<0.001), and sexual ETI (r=0.477, p<0.001). Higher ASI scores were significantly correlated with younger age (r=-0.189, p=0.026) and higher PDSS scores (r=0.495, p<0.001). However, there were no significant correlations between duration of illness and other major variables (ETI, ASI, and PDSS), except for age (r=0.267, p=0.001).

Table 4.

Pearson’s correlation among continuous variables

Variables	1	2	3	4	5	6	7	8	9
1 Age (years)	-
2 Duration of illness (months)	0.267[†]	-
3 ETI (total sum) – All subtypes	-0.295[‡]	0.034	-
4 General	-0.115	0.015	0.724[‡]	-
5 Physical	-0.215[†]	0.032	0.698[‡]	0.305[‡]	-
6 Emotional	-0.317[‡]	0.078	0.797[‡]	0.396[‡]	0.380[‡]	-
7 Sexual	-0.095	-0.045	0.477[‡]	0.227[†]	0.068	0.326[‡]	-
8 ASI (total sum)	-0.189[*]	0.021	0.403[‡]	0.268[†]	0.160	0.445[†]	0.203[*]	-
9 PDSS (total sum)	-0.168[*]	0.019	0.188[*]	0.125	0.213[†]	0.122	0.015	0.495[‡]	-
10 BDI-II (total sum)	-0.137	0.053	0.345[†]	0.189[*]	0.164[*]	0.427[†]	0.161[*]	0.703[†]	0.382[†]

p<0.05,

p<0.005,

p<0.001.

ETI: Early Traumatic Inventory, ASI: Anxiety Sensitivity Inventory, PDSS: Panic Disorder Severity Scale, BDI: Beck Depression Inventory

Binary logistic regression results predicting pharmacological treatment response

Only sexual trauma was associated with poorer treatment response at 8 weeks (Table 3). To evaluate which factors contribute to the presence of treatment response at 6 months, a binary logistic regression analysis was performed (Table 5). In this model, only the essential variables, i.e., ETI, level of education, and PDSS at baseline, that exhibited significant differences in treatment response at 6 months were included. This research model proved to be significant at the p=0.001 level, with the χ2 value for the -2 log likelihood difference between the null model, in which the independent variable was excluded, and the model with the independent variable. The explanatory power of this model was 11.1% based on the Cox and Snell’s R2, and overall percentage was 64.1%.

Table 5.

Binary logistic regression results predicting pharmacological treatment response at 6 months

Variables	B	p	Odds ratio (CI 95%)
ETI–All subtypes (total sum)	-0.121	0.016[*]	0.886 (0.803–0.977)
Level of education (high school or more)	1.022	0.015[*]	2.778 (1.217–6.344)
PDSS at baseline (total sum)	0.084	0.010[*]	1.088 (1.020–1.160)
Constant	-1.772	0.003	0.170

-2 log likelihood=173.575, χ2 (df)=16.818(3) (p=0.001), Cox & Snell R2=0.111, overall percentage=64.1%, reference group is the level of education (high school or more).

p<0.05.

Criteria for treatment response: when the PDSS score at each time point is reduced by 40% or more compared to the PDSS score at the beginning of treatment, it is set as a treatment response. ETI: Early Traumatic Inventory, PDSS: Panic Disorder Severity Scale, CI: confidence interval

After 6 months, early trauma appeared to be significantly associated with the treatment response in PD patients (B= -0.121, p=0.016). Higher total scores of ETI of all subtypes reduced the possibility of pharmacological treatment response (OR=0.886, 95% CI=0.803–0.977) when the level of education and PD severity at baseline were controlled. Regarding the level of education, a high school education or more was associated with a significantly better response to treatment (B=1.022, p=0.015, OR=2.778, 95% CI=2.778–6.344). On the other hand, a higher level of PDSS was significantly associated with higher possibility of treatment response after 6 months (B=0.084, p=0.010, OR=1.088, 95% CI=1.020–1.160). In another model which included the scores of physical subtype of ETI instead of total sum of the ETI subtypes, the results were also statistically significant (Cox & Snell’s R2=0.121, overall percentage= 69.1%) (Supplementary Table 1 in the online-only Data Supplement). Experiences of early physical trauma significantly lowered the possibility of treatment response (B=-0.343, p= 0.004, OR=0.709, 95% CI=0.562–0.895). The level of education (B=0.954, p=0.020, OR=2.595, 95% CI=1.161–5.800) and the symptom severities of PD at baseline (B=0.089, p=0.007, OR=1.093, 95% CI=1.025–1.166) were significantly associated with the treatment response.

DISCUSSION

This is the first study to demonstrate that early trauma can affect the short term and long-term unfavorable pharmacological treatment response in patients with PD. Our study suggests that PD patients who had been experience early trauma may be more vulnerable and have poorer pharmacological treatment responses. This may be lead to a chronic course of illness.

In addition to early trauma, several risk factors contribute to worse pharmacological treatment responses of patients with PD [10,12,13,15]. Especially, studies have proposed AS as a predictor of panic-related pathology that directly affects the frequency of panic attacks [33,34]. However, there was no observed correlation between ASI and treatment response in the short-term and long-term in our study. Although ASI may affect some symptoms of PD and increase the PDSS score, which is the criterion for measuring treatment response, it is unlikely that it has a direct relationship with the pharmacological treatment response. Therefore, further studies are needed to examine if ASI directly contributes to poorer treatment responses.

Our results showed that the level of education was a potential sociodemographic predictor of treatment response. However, it has not been widely reported in previous studies [16]. We assume that people with a higher level of education generally tend to have good compliance after education, resulting in better treatment responses after long-term follow-up [35].

Studies suggest that high symptom severities can be associated with poor treatment responses and remission [12,36]. It is unclear why higher PDSS scores were associated with poor treatment responses in our findings. However, we assume that the participants whose symptom severity scores were high at baseline and easily declined over time might be included in this study. Since we recruited PD patients in the acute care hospital equipped with an emergency room, this kind of environment may have affected the treatment outcome in this study.

Other variables such as confounding factors known to potentially have a significant effect on long-term treatment responses such as the duration of the illness [13], the presence of agoraphobia [15], and female gender were not correlated or associated with the treatment response. The ratio of treatment responders at 8 weeks and 6 months in our study was relatively lower than in other studies. The difference between our findings and previous studies is due to the number of participants and the kind of pharmacotherapy that might affect the treatment response. In addition, our study observed poorer treatment response proportions than other studies because we only included more vulnerable PD patients who reported early trauma associated with the poor treatment response.

Notably, previous studies suggested an association between early trauma and the frequency of panic attacks or the age of onset in patients with PD. One previous study demonstrated that early physical and sexual trauma are risk factors associated with increased frequency of panic attacks in patients with PD [37]. Another study showed that a history of early trauma was associated with an earlier onset of symptoms in patients with PD [18]. Our findings indicated no significant correlation between early trauma and frequency of panic attacks or the age of onset in PD. However, early trauma may have a significant negative effect on the onset of PD and chronic outcomes in patients.

It is not clear why early trauma is related to poor pharmacological treatment response in PD patients. However, it is known that early trauma can cause the changes of brain regions and neurotransmitters such as glutamate. Neuroanatomically, early trauma can also adversely affect brain development, resulting in dysfunction of the hippocampus, amygdala, fornix, cerebral cortex, cerebellum, tapetum, and corpus callosum (CC) [21,38,39]. In particular, a previous study showed that early sexual trauma may be associated with higher FA values in the regions of tapetum in PD patients, and that these higher FA values are correlated with poor long-term pharmacological treatment outcome [21]. These findings suggest that the possibility of a relationship between axon and myelin microalterations in the tapetum may be related to early sexual trauma and the poor pharmacological treatment response in patients with PD. From a neurochemical perspective, increased glutamate and monoamine release induced by early traumatic events can damage neuronal resilience [40,41]. These changes in PD patients can be presumed to be related with the poor pharmacological treatment response.

Our findings showed the response rate of pharmacological treatment to be relatively low—about 19% at 8 weeks and 37% at 6 months of treatment. In our study, treatment response evaluation was performed at 8 weeks, which was a rather rapid period for this. Generally, treatment response evaluation is performed between 8 and 12 weeks. Furthermore, because the hospitals visited by the patients included in our study were not primary care hospitals, but rather general hospitals referred by other hospitals, it is highly likely that many patients with high symptoms severities were included in the study sample.

There are several limitations to our study. First, we could not completely rule out the possibility of recall bias in evaluating early trauma because our findings relied on retrospective selfreports. However, the use of self-reports in trauma studies may be an advantage, as self-reports may be more reliable than faceto-face clinical interviews for reporting sensitive and reluctant information such as trauma. In addition, ETISR-SF is designed to make it easier to report its own trauma, making trauma reporting more reliable. Second, we recruited PD patients in an acute care hospital and some PD patients might have depressed episodes in the long-term follow-up as usually shown in the natural course of PD. Thus, sampling bias may have affected the response to pharmacological treatment.

In conclusion, the current findings suggest that early trauma could be associated with poor pharmacological treatment responses in patients with PD short- and long-term. Therefore, our study highlights the need for clinicians to recognize a history of early trauma to help determine the direction of medical treatment and predict pharmacotherapy for patients with PD. In the future, the optimization of pharmacological treatments is a medical necessity for patients with PD.