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. Author manuscript; available in PMC: 2022 Jul 20.
Published in final edited form as: Pharmacoepidemiol Drug Saf. 2021 Jul 8;30(11):1588–1600. doi: 10.1002/pds.5318

Bipolar disorder prevalence and psychotropic medication utilisation in Hong Kong and the United Kingdom

Vanessa WS Ng 1, Kenneth KC Man 1,2,4, Le Gao 1, Esther W Chan 1,4, Edwin HM Lee 3, Joseph F Hayes 5, Ian CK Wong 1,2,4,
PMCID: PMC7613092  EMSID: EMS150066  PMID: 34180569

Abstract

Purpose

Bipolar disorder (BPD) is often an under-addressed mental disorder. Limited studies have investigated its epidemiology and drug utilisation in Hong Kong (HK) and the United Kingdom (UK) and thus local prescribing practices remain unclear. This study aimed to determine the prevalence of BPD and the prescribing of psychotropic medications as maintenance treatment from 2001-2018 in HK and the UK.

Method

A retrospective study using the data from Clinical Data Analysis and Reporting System in HK and IQVIA Medical Research Data in the UK.

Results

The prevalence of BPD diagnosis in HK and the UK more than doubled during study period. Some distinct changes in prescribing pattern over time were observed. Lithium use declined by 2.46% and 14.58% in HK and the UK, respectively. By 2018, patients were 4.6 times more likely to receive antidepressant monotherapy in the UK versus HK (15.62% vs 3.42%). In HK, 38.41% of women of childbearing age were prescribed valproate in 2018 compared with 8.46% in the UK.

Conclusion

The prevalence of BPD diagnosis has been increasing in HK and the UK. The disparity in prescribing patterns of BPD maintenance treatment in two regions reflected three major issues in clinical practice: 1) under-prescribing of lithium in both regions, 2) antidepressant monotherapy in the UK and 3) overprescribing of valproate to women of childbearing age in HK. Review of current clinical treatment guidelines and regulations of prescribing practice by local clinicians should be immediately implemented to ensure the safe use of medications in patients with BPD.

Keywords: Bipolar disorder, prevalence, prescribing trend, maintenance treatment, valproate, lithium

Introduction

Bipolar disorder (BPD) is a severe mental illness, which is often associated with higher risks of suicide, self-harm and mortality relative to the general population, creating a huge disease burden to patients and society 1,2. In 2017, approximately 46 million people worldwide were diagnosed with BPD with a 12-month prevalence varying from 0.3% to 1.2% by country3,4. Many studies have been published on the epidemiology of BPD using different diagnostic criteria and methodologies hence brings difficulties to compare the findings directly between studies 57. An interview study conducted in a Hong Kong (HK) community setting reported the 12-month prevalence of BPD-I and BPD-II were 1.4% and 0.5% respectively. A previous study using an electronic healthcare database from the United Kingdom (UK) reported the incidence of BPD in primary care setting fluctuated from 11.0 per 100000 person-year at risk (PYAR) in 2000 to 19.0 per 100000 PYAR in 2010 5,6; however, limited studies investigated the changes in prevalence in recent years. On the other hand, there are significant advances in clinical knowledge about the effectiveness and safety of medication use in BPD, for instance, the superior efficacy of lithium in treating BPD compared to antipsychotics and antiepileptics, risk of birth defects and neurodevelopmental disorders in children due to maternal use of sodium valproate 811. Currently, different international clinical guidelines recommend lithium, valproate, antipsychotics (e.g. quetiapine, olanzapine) as the potential first line maintenance treatment, with add-on therapy of other antipsychotics, antiepileptics or antidepressants if mood stabilisation is not achieved1216. Therefore, contemporary studies to evaluate the epidemiology of BPD and its pharmacotherapy are warranted. This study aimed to compare the prevalence of BPD and the prescribing trend of its treatment in HK and the UK, to examine the deviations between the clinical practice and current recommendations. Both regions have strong publicly funded universal healthcare systems and are highly subsidised by the governments but genetically (Chinese vs predominantly Caucasian) and culturally (Eastern vs Western) are hugely different. More importantly, the difference in policies also influences clinical prescribing practices. In the UK, NICE is the main driving force in promoting effective and safe prescribing in England and Wales, while the equivalent organisation does not exist in HK. Selecting these two regions will allow us to explore the differences and give us more insights.

Methods

Study design

We conducted a retrospective study to investigate the annual prevalence of BPD and the prescribing trends of psychotropic medications among the patients with BPD using the Clinical Data Analysis and Reporting System (CDARS) in HK and IQVIA Medical Research Data (IMRD) in the UK.

Data sources

Clinical Data Analysis and Reporting System (CDARS)

CDARS is an electronic healthcare database developed by the Hospital Authority (HA), which is a statutory body managing all public hospital services in HK. The HA provides a wide range of public-funded healthcare services to all HK residents (>7.4 million), including hospitalisation, specialist and general outpatient clinics, accident and emergency services 17. Since 1995, the clinical data from patients who had ever used any of the healthcare services at HA, including demographics, diagnosis, medication dispensing records, outpatient and primary care clinics, emergency room attendances, laboratory tests and hospitalisation details, have been made available on CDARS for research and audit purposes 18. CDARS does not capture clinical data from the private healthcare sectors but a local study reported that approximately 88.5% of psychiatric patients utilised public mental health services under HA19. Therefore, the CDARS is likely to cover the majority of the HK population. All data were anonymised to maintain patients’ privacy and confidentiality. The accuracy of data has been well validated and extensively used in various epidemiological studies 2024. The HA was set up by the British Government while it was the British Colony. Similar to the Bitish NHS system, HA system provides highly subsidied public healthcare system.

IQVIA Medical Research Data (IMRD)

IMRD, previously known as The Health Improvement Network, is a representative primary care database, which covers approximately 4.5% of the UK population. It collects patients’ electronic medical records from over 774 general practices and includes various information: demographics, diagnosis, prescriptions, laboratory tests, hospitalisations, any clinical measures at primary care and socioeconomic status measured by Townsend deprivation index. The validity and generalisability of IMRD database has been well recognised and widely applied in pharmacoepidemiology studies 2528.

Study population

All individuals with at least one diagnosis record of BPD from database inception were identified from CDARS and IMRD between 1st January 2001 and 31st December 2018. Only diagnoses among patients aged 6 years and older were considered to avoid any misdiagnosis in young children. Diagnoses of BPD were identified using International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes in CDARS (296.0, 296.1, 296.4-296.8) and Read codes in IMRD 29.

Psychotropic medications

All prescriptions of study drugs between 1st January 2001 and 31st December 2018 were identified in CDARS and IMRD in individuals with BPD, after the first diagnosis record of BPD. British National Formulary was used for identification of study drugs, including lithium, antiepileptics (sodium valproate, carbamazepine, and lamotrigine only), antipsychotics, and antidepressants. Patients who received at least two prescriptions of any of the study drugs during the study period were included to ensure their concordance to the treatment prescribed. Only prescriptions from out-patient appointments and discharge prescriptions in CDARS were included to ensure the prescribed medications are for maintenance treatment.

Prevalence calculation

Since BPD is regarded as a lifelong mental disease and once patients are diagnosed with BPD, they are assumed to have BPD for the rest of their lives 30. Annual prevalence of BPD was calculated by dividing the total number of patients with a history of BPD diagnosis by the total mid-year population in that particular year in the respective regions. Patients with multiple diagnosis records within the same year were counted once only. It was stratified by sex and different age groups: 6-11 (children), 12-17 (adolescents), 18-30 (young adults), 31-44 (adults), 45-64 (middle-aged), 65-84 (retired), and ≥85 (the elderly). The mid-year population statistics were obtained from the Census and Statistics Department, HK and IMRD, the UK, respectively.

Annual prevalence of psychotropic medication prescribing was calculated for each psychotropic drug class according to a previous study of psychotropic drugs prescribing in HK 31. It was defined as the sum of treated patients who were prescribed any drugs from each drug class divided by annual prevalent cases of BPD during the study period. Patients with multiple prescriptions of each drug class within the same year were counted once only. We then further looked at the individual mood stabilisers (lithium, sodium valproate, carbamazepine, and lamotrigine) and antipsychotics, as well as valproate prescribing in women of childbearing age (15-49 years) using the same approach.

To better visualise the treatment trajectories of all women of childbearing age, they were categorized into three groups each year: 1) valproate users who received at least one valproate prescriptions within the particular year, 2) non-valproate users who did not receive any valproate prescriptions but other study medications throughout the year, and 3) untreated group who did not receive any of prescriptions of study medications within the particular year. A Sankey diagram was then generated to show the movement of female patients with childbearing potential who initiated, remained on valproate, or switched to other treatment alternatives over time during the observation period.

Annual prevalence was estimated with 95% confidence interval (CI) using Poisson regression and expressed as a percentage. Data analysis was conducted independently by V.N. and L.G. for quality control using Statistical Analysis System (version 9.4; SAS Institute) and R (version 3.5.3; R Core Team).

Results

Patient characteristics

A total of 17247 and 36187 patients were diagnosed with BPD from HK and the UK respectively from 2001 to 2018. The median age at the first diagnosis was 38.8 years among patients from HK and 43.65 years from the UK. More than 80% of patients in HK and the UK were treated by psychotropic medications during the study period. Treated patients had more neuropsychiatric comorbidities than untreated patients in both regions (Table 1).

Table 1. Characteristics of treated and untreated patients with bipolar disorder in Hong Kong and the United Kingdom.

CDARS (HK) IMRD (UK)
Characteristics Treated Untreated Total Treated Untreated Total
N 15287 1960 17247 30140 6047 36187
Gender
Male (%) 6042 (39.52) 853 (43.52) 6895 (39.98) 11632 (38.59) 2788 (46.11) 14420 (39.85)
Female (%) 9245 (60.48) 1107 (56.48) 10352 (60.02) 18508 (61.41) 3259 (53.89) 21767 (60.15)
Age at first diagnosis, median (IQR) 38.92 (22.46) 37.38 (23.12) 38.8 (22.56) 44.18 (26.69) 40.54 (28.64) 43.65 (24.59)
Age distribution, n (%)
6-11 years 13 (0.09) 6 (0.31) 19 (0.11) 11 (0.04) 20 (0.33) 31 (0.09)
12-17 years 690 (4.51) 58 (2.96) 748 (4.34) 366 (1.29) 201 (3.32) 567 (1.57)
18-30 years 4136 (27.06) 610 (31.12) 4746 (27.52) 5757 (19.10) 1644 (27.19) 7401 (20.45)
31-44 years 4949 (32.37) 605 (30.87) 5554 (32.20) 9507 (31.54) 1660 (27.45) 11167 (30.86)
45-64 years 4302 (28.14) 469 (23.93) 4771 (27.66) 10020 (33.24) 1502 (24.84) 11522 (31.84)
65-84 years 1119 (7.32) 192 (9.80) 1331 (7.72) 4082 (13.54) 853 (14.11) 4935 (13.64)
85 years or above 78 (0.51) 21 (1.02) 98 (0.57) 397 (1.32) 167 (2.76) 564 (1.56)
Mental Comorbidities, n (%)
ADHD 49 (0.32) 9 (0.46) 58 (0.31) 407 (1.37) 65 (1.07) 472 (1.30)
Alcohol and substance use disorder 1240 (8.11) 137 (6.99) 1377 (7.98) 3781 (12.54) 493 (8.15) 4274 (11.81)
Anxiety disorder 1959 (12.81) 129 (6.58) 2088 (12.11) 12340 (40.94) 1494 (24.71) 13834 (38.23)
Epilepsy 422 (2.76) 33 (1.68) 455 (2.64) 1138 (3.78) 120 (1.98) 1258 (3.48)
Personality disorder 1012 (6.62) 53 (2.70) 1065 (6.17) 3075 (10.20) 394 (6.52) 3469 (9.59)
Psychosis 3737 (24.45) 334 (17.04) 4071 (23.60) 4607 (15.06) 689 (11.39) 5296 (14.64)
Schizophrenia 4023 (26.32) 181 (9.23) 4204 (24.38) 3213 (10.22) 427 (7.06) 3640 (10.06)

Untreated: patients received <2 prescriptions of any study medications during the study period; Abbreviations: ADHD Attention Deficit Hyperactivity Disorder, HK Hong Kong, IQR Interquartile range, SD Standard deviation, UK United Kingdom

Prevalence of BPD

1. HK

The overall prevalence of BPD increased almost 3-fold from 0.066% (95% CI 0.064-0.068) in 2001 to 0.184% (95% CI 0.180-0.187) in 2018. Female prevalence was higher than males. The rate of increase in males was similar to females (3.08-fold vs 2.90-fold) (Figure 1a). In 2018, the middle-aged group had the highest prevalence, rising rapidly from 0.071% (95% CI 0.067-0.075) in 2001 to 0.254% (95% CI 0.248-0.260) in 2018, with the largest rate of increase (3.58-fold) among all age groups (Figure 1b).

Figure 1a. Annual prevalence of bipolar disorder in Hong Kong stratified by sex.

Figure 1a

Figure 1b. Annual prevalence of bipolar disorder in Hong Kong stratified by age groups.

Figure 1b

2. UK

The prevalence of BPD doubled from 0.150% (95% CI 0.147-0.154) in 2001 to 0.357% (95% CI 0.350-0.363) in 2018. Females had a higher prevalence than males but the rate of increase was comparable in both genders (2.36-fold vs 2.40-fold) (Figure 1c). The prevalence of BPD was the highest in the middle-aged group, followed by adults and retired groups throughout the study period (Figure 1d).

Figure 1c. Annual prevalence of bipolar disorder in the United Kingdom stratified by sex.

Figure 1c

Figure 1d. Annual prevalence of bipolar disorder in the United Kingdom stratified by age groups.

Figure 1d

Psychotropic drug prescribing

1. Drug classes

1.1. HK

From 2001 to 2018, the most common drug class prescribed to patients with BPD in HK was namely antipsychotics, followed by antiepileptics (Figure 2a). Antipsychotics prescribing rose rapidly from 49.64% (95% CI 47.55-51.83) in 2001 to 66.35% (95% CI 64.25-68.51) in 2003 and then increased steadily to 72.89% (95% CI 71.44-74.37) in 2018. Quetiapine, olanzapine, risperidone, haloperidol, and chlorpromazine were the most frequently prescribed antipsychotics (Appendix 1a). Lithium prescribing increased from 20.09% (95% CI 18.77-21.49) in 2001 to 26.02% (95% CI 24.79-27.30) in 2004 and then dropped to 17.63% (95% CI 16.92-18.36) in 2018 as the least commonly prescribed treatment. Antipsychotics also remained as the most frequently prescribed monotherapy, followed by antiepileptics. The use of antidepressant monotherapy increased steadily to 3.42% (95% CI 3.12-3.76) in 2018 (Figure 2b).

Figure 2a. Annual prevalence of psychotropic drug users in Hong Kong.

Figure 2a

Figure 2b. Prevalence of monotherapy of different drug classes in Hong Kong.

Figure 2b

1.2. UK

Antidepressants prescribing remained steady from 46.90% (95% CI 45.26-48.59) in 2001 to 48.75% (95% CI 47.44-50.09) in 2018 as the most frequent drug class prescribed to patients with BPD in the UK, followed by antipsychotics, throughout the study period (Figure 2c). Antipsychotics prescribing increased from 36.71% (95% CI 35.27-38.21) in 2001 to 45.28% (95% CI 44.02-46.57) in 2018. The five most prescribed antipsychotics were quetiapine, olanzapine, aripiprazole, risperidone, and chlorpromazine, in order of prevalence (Appendix 1b). Lithium prescribing declined from 30.61% (95% CI 29.30-31.99) in 2001 to 16.03% (95% CI 15.29-16.81) in 2018. Particularly, antidepressant monotherapy prescribing decreased from 17.67% (95% CI 16.68-18.72) in 2001 to 15.62% (95% CI 14.89-16.38) in 2018 (Figure 2d).

Figure 2c. Annual prevalence of psychotropic drug users in the United Kingdom.

Figure 2c

Figure 2d. Prevalence of monotherapy of different drug classes in the United Kingdom.

Figure 2d

2. Mood stabilisers

2.1. HK

By 2018, valproate (42.90%) was the most frequently prescribed mood stabiliser, followed by lithium (17.63%) (Figure 3a). Valproate prescribing increased from 16.97% (95% CI 15.77-18.27) in 2001 to 42.90% (95% CI 41.79-44.03) in 2018. The prevalence of lamotrigine prescribing increased from 0.17% (95% CI 0.08-0.35) in 2001 to 7.91% (95% CI 7.45-8.41) in 2018 while the use of carbamazepine showed a 4.30% reduction over the same period.

Figure 3a. Prescribing of individual mood stabilisers in Hong Kong.

Figure 3a

Valproate prescribing in women with BPD of childbearing age peaked at 42.58% (95% CI 40.54-44.73) in 2011 and then dropped to 38.41% (95% CI 36.53-40.38) in 2018 (Figure 4). As seen from the Sankey diagram (Figure 5a), a mean of 81.06% of valproate users each year remained on valproate over the study period. The proportion of patients who started valproate as their initial therapy increased from 28.64% in 2001 and reached a peak of 55.83% in 2012 then decreased gradually to 37.33% in 2018.

Figure 4. Prescribing of valproate to female patients of childbearing age (15-49 years) in Hong Kong and the United Kingdom.

Figure 4

Figure 5a. Treatment pathways of female patients of reproductive age (15-49 years) in Hong Kong depicted by a Sankey Diagram.

Figure 5a

aThe number inside the bar indicates the number of people who belongs to respective categories.

bThe heights of the shades between two bars are proportional to proportion of people who remained, switched to other categories or were censored from the database. Censored: patients who died or left the database within that particular year

2.2. UK

In spite of a rapid decline of lithium prescribing throughout the study period, lithium remained the most prescribed mood stabiliser with 16.03% (95% CI 15.29-16.81) of patients in 2018, followed by valproate (Figure 3b). Valproate prescribing more than doubled from 7.57% (95% CI 6.93-8.27) in 2001 to 17.81% (95% CI 17.13-18.51) in 2009, then reduced to 14.20% (95% CI 13.50-14.93) in 2018. The prevalence of lamotrigine prescribing increased from 0.49% (95% CI 0.35-0.70) in 2001 to 10.28% (95% CI 9.69-10.90) in 2018, while carbamazepine prescribing reduced by 7.27% over the same period.

Figure 3b. Prescribing of individual mood stabilisers in the United Kingdom.

Figure 3b

Valproate prescribing in women with BPD of childbearing age doubled from 8.29% (95% CI 7.13-9.64) to 17.25% (95% CI 16.03-18.58) between 2001 and 2007; then dropped to 8.46% (95% CI 7.52-9.52) in 2018 (Figure 4). From Figure 5b, a mean of 72.98% of patients remained on valproate each year during the study period. The proportion of women who initially started valproate increased from 16.67% in 2001 and peaked at 23.20% in 2006, then dropped rapidly to 7.02% in 2018.

Figure 5b. Treatment pathways of female patients of reproductive age (15-49 years) in the United Kingdom depicted by a Sankey Diagram.

Figure 5b

aThe number inside the bar indicates the number of people who belongs to respective categories.

bThe heights of the shades between two bars are proportional to proportion of people who remained, switched to other categories or were censored from the database. Censored: patients who died or left the database within that particular year

Discussion

The overall prevalence of BPD diagnosis in HK and the UK increased from 2001 to 2018. This may reflect better awareness of mental illness and patients’ easier access to community psychiatric services for management 32,33. The prevalence of BPD in HK (0.066% in 2001; 0.183% in 2018) was similar to South Korea (0.11% in 2008; 0.20% in 2017) but both were almost two times lower when compared to the UK (0.150% in 2001; 0.357% in 2018) 34. In addition to a relatively more conservative attitude and stigma towards mental illness in Asian societies, earlier studies reported a positive association between the substance use disorders and BPD 3537. According to the Global Burden of Disease Study 2016, the prevalence of substance use disorder in western countries was higher than in Asian countries 38. Therefore, a high prevalence of substance use disorder might be associated with the prevalence of BPD. In our study, more patients in the UK (11.81%) had concurrent alcohol and substance use disorders than in HK (7.98%). Furthermore, the median age at the first diagnosis of BPD in our cohorts was 38.8 years in HK and 43.65 years in the UK, which were consistent with other studies 7,39,40. Due to the nature of alternating episodes between mania and depression, some patients might experience depressive episodes before mania, leading to initial misdiagnosis of unipolar depression and hence resulting in a 10-year delay in treatment on average 41.

Our study findings reflected three major issues in clinical practice in HK and the UK: 1) underuse of lithium, 2) antidepressant monotherapy, and 3) overprescribing of valproate to women with childbearing potential.

We observed a substantial decline in patients treated with lithium in both HK and the UK from 2001 to 2018, alongside a simultaneous increase in prescribing of antipsychotics and antiepileptics. These findings were consistent with studies in other countries covering the period of 1995 to 2015 39,40,42. The proportion of patients receiving lithium in HK (2001: 20.09%; 2018: 17.63%) and the UK (2001: 30.61%; 2018: 16.03%) was relatively lower compared to other countries (Denmark: from 37.5% in 1997 to 26.8% in 2012; Germany: from 44% in 2009 to 35.3% in 2018) 39,43. The rates of decline of lithium prescribing was faster in the UK than in HK and other countries (UK: 1.91-fold vs HK: 1.13-fold vs Denmark: 0.71-fold vs Germany: 0.80-fold), suggesting that not all new patients were offered lithium first-line in these countries, particularly in the UK 39,43. Currently, different international clinical guidelines recommend lithium, valproate, and antipsychotics (e.g. quetiapine, olanzapine) as first-line therapies for maintenance treatment 1316. Therefore, it is reasonable that under-prescribing of lithium was observed in other countries as clinicians would prescribe alternative drugs other than lithium as recommended by the clinical guidelines. In 2014, the latest version of NICE guideline recommended lithium as the only first line maintenance treatment among all treatment alternatives, however the under-prescribing of lithium is more pronounced in the UK 12. Given there have been increasing studies that compared lithium with antipsychotics and/or antiepileptics, which suggested the superiority of lithium in relapse and suicide prevention, and hospitalisation 4447, it is unclear why under-prescribing of lithium has still been emerging in clinical practice. Potential reasons restricting its use include 1) narrow therapeutic window and risk of toxicity, 2) complex regimen compared to antipsychotics and antiepileptics, 3) concerns on adverse effects on renal and thyroid functions and 4) non-adherence to therapeutic drug monitoring. Further studies will be warranted to understand the barriers of using lithium and encourage the prescribing of lithium unless contraindicated.

In our study, nearly 3% and 15% of patients with BPD received antidepressants alone in HK and the UK respectively by 2018. This has also been observed in other countries, such as Denmark, the US and Germany 39,43,48. Antidepressant monotherapy is not recommended in the clinical guidelines due to the risk of triggering manic episodes and lack of effectiveness in bipolar depression 1216,49,50. The decreasing trend of antidepressant monotherapy in the UK reflects increased awareness of safety of antidepressant monotherapy by clinicians in the UK. Although antidepressant monotherapy was less common in HK, the increased use implicates the need to raise the awareness of local clinicians prescribing in concordance with this recommendation.

Concerns of the teratogenicity of valproate remain with accumulating evidence on the association of prenatal exposure of valproate in women of childbearing age and elevated risk of major congenital malformations and cognitive impairment 11,51. Our findings revealed 38.41% women with BPD of childbearing age were treated with valproate in HK in 2018, with majority initiating and remaining on valproate. This was much higher than other countries including the UK (8.47% in 2018) and Sweden (8% in 2013) which had reduced use of valproate in the same period 52.

Current regulations and policies in both regions might have an impact on valproate prescribing in women with childbearing potential. There is no standardised clinical guideline on BPD in HK so some local clinicians may base their drug choices on their clinical experience. Since 2014, the Pharmacy and Poison Board in HK has only labelled all valproate products with precautionary teratogenic warnings, while the Medicines and Healthcare Products Regulatory Agency in the UK implemented a regulatory measure in March 2018, to advise against clinicians prescribing valproate to women of childbearing potential and ensuring patients clearly understand the risk and benefits of treatment and effective contraception must have taken place if valproate is the only available option 53,54. Impulsivity and hypersexuality during mania empirically increase the risk of unprotected sex and therefore unplanned pregnancies 55. Foetal valproate exposure during unplanned pregnancies could lead to higher incidence of foetal malformations and potentially higher abortion rates in patients with BPD. Overprescribing of valproate to women is a highly important public health issue, especially in HK so there is an urgent need to promptly review current treatment guidelines and regulatory measures to restrict the general use of valproate in women with BPD and advise clinicians to consider alternative drug choices as initial treatment where applicable.

There are some limitations in this study. CDARS captures clinical data only from the public healthcare system in HK, so data from the private practice is not available and the actual prevalence might be underestimated. Patients with higher socio-economic status might seek consultation and treatment from the physicians at private sector but patients with BPD usually require lifelong treatment and would often prefer public services due to subsidised medical costs 56. As aforementioned, majority of the psychiatric patients utilised mental health services provided by the public healthcare sector 19. On the other hand, IMRD captures the clinical information in primary care sectors. Patients with mental disorders in the UK are usually diagnosed in secondary care and then fed back to general practitioners in primary care. Therefore, data used in this study is likely to include most of the patients with BPD in two regions and the actual prevalence will not be largely affected. Furthermore, there might be some potential heterogeneities in both CDARS and IMRD databases, e.g. coding practices but the estimations were based on clinical data within each database so the heterogeneities would not affect the estimated trends in two regions and the conclusion of this study.

Conclusion

The increasing prevalence of BPD in HK and the UK may reflect improved awareness of mental disorders and better resources for psychiatric services for management. Our findings suggested some important trends in BPD treatment should be further explored, particularly, underuse of lithium, antidepressant monotherapy and overprescribing of valproate to women of childbearing age. Regular review of local treatment guidelines and regulations of prescribing practice should be promptly implemented to ensure the safety of medication use in patients with BPD.

Supplementary Material

Appendix A1
Appendix A2

Key points.

  • Increasing prevalence of bipolar disorder in Hong Kong and the United Kingdom might reflect improved awareness and positive attitude towards treatment.

  • Overprescribing of valproate to women with bipolar disorder with childbearing age has been more alarming in Hong Kong compared to other countries, against best advice from international clinical guidelines.

  • Under-prescribing of lithium was observed in Hong Kong and other western countries. The rate of decline of lithium use was more notable in the United Kingdom.

  • Proportion of patients with bipolar disorder receiving antidepressant monotherapy was 4.6 times more in the United Kingdom than in Hong Kong (15.62% vs 3.42%).

  • Review of current clinical treatment guidelines and regulations of prescribing practice by local clinicians should be immediately implemented to ensure the safe use of medications in patients with bipolar disorder

Funding statement

Vanessa Ng and Le Gao are supported by the Postgraduate Student Scholarship from The University of Hong Kong. Joseph F. Hayes is supported by grants from the Wellcome Trust, the NIHR North Thames Applied Research Collaboration and the University College London Hospitals NIHR Biomedical Research Centre. Other author(s) received no specific funding for this work.

Declarations

Authors’ contributions

IW, KM, EWC and VN were responsible for the study conception and design. VN and LG were responsible for data analysis and maintained the accuracy of data analysis. All authors were involved in interpretation of data. VN drafted the manuscript. All authors critically revised the manuscript for important intellectual content and approved the final version of manuscript.

Conflict of interest disclosure

Kenneth Man received the CW Maplethorpe Fellowship, grants from the National Institute for Health Research, United Kingdom; and personal fees from IQVIA Holdings, Inc., unrelated to this work. Esther Chan has received honorarium from the Hospital Authority, research grants from Narcotics Division of the Security Bureau of HKSAR, National Health and Medical Research Council (NHMRC, Australia), National Natural Science Foundation of China (NSFC), Research Fund Secretariat of the Food and Health Bureau (HMRF, HKSAR), Research Grants Council (RGC, HKSAR), Wellcome Trust; Amgen, AstraZeneca, Bayer, Bristol-Myers Squibb, Janssen, Pfizer, RGA and Takeda outside the submitted work. Ian Wong has received grants from the Research Grants Council (RGC, Hong Kong), the National Institute for Health Research, United Kingdom, Innovative Medicines Initiative (IMI), Shire, Janssen-Cilag, Eli-Lily, Pfizer, Bayer, Bristol-Myers Squibb, Takeda, Amgen, AstraZeneca and the European Union FP7 program, outside the submitted work. Ian Wong is a member of the National Institute for Health and Clinical Excellence (NICE) ADHD Guideline Group, the British Association for Psychopharmacology ADHD guideline group, an advisor to Shire and a consultant of IQVIA on a multinational study examining the association between the use of sodium valproate and teratogenic effects, unrelated to this work. Edwin Lee, Joseph Hayes, Vanessa Ng and Le Gao declare no conflict of interest.

Ethics statement

This study was approved by the Institutional Review Board of the University of Hong Kong/Hospital Authority Hong Kong West Cluster (UW19-409) and Scientific Review Committee (SRC) which was established to review research using the IMRD database (Ref: 18THIN072).

Data Availability Statement

The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.

References

  • 1.Hayes JF, Marston L, Walters K, King MB, Osborn DPJ. Mortality gap for people with bipolar disorder and schizophrenia: UK-based cohort study 2000-2014. Br J Psychiatry. 2017;211(3):175–181. doi: 10.1192/bjp.bp.117.202606. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Grande I, Berk M, Birmaher B, Vieta E. Bipolar disorder. Lancet. 2016;387(10027):1561–1572. doi: 10.1016/S0140-6736(15)00241-X. [DOI] [PubMed] [Google Scholar]
  • 3.Ritchie H, Roser M. Mental Health. [Accessed 24 September, 2020]. https://ourworldindata.org/mental-health#bipolar-disorder Published 2018.
  • 4.James SL, Abate D, Abate KH, et al. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990-2017;2017: a systematic analysis for the Global Burden of Disease Study 2017. The Lancet. 2018;392(10159):1789–1858. doi: 10.1016/S0140-6736(18)32279-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Lee S, Ng KL, Tsang A. A community survey of the twelve-month prevalence and correlates of bipolar spectrum disorder in Hong Kong. J Affect Disord. 2009;117(1-2):79–86. doi: 10.1016/j.jad.2008.12.003. [DOI] [PubMed] [Google Scholar]
  • 6.Hardoon S, Hayes JF, Blackburn R, et al. Recording of severe mental illness in United Kingdom primary care, 2000-2010. PLoS One. 2013;8(12):e82365. doi: 10.1371/journal.pone.0082365. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Dell’Aglio JC, Jr, Basso LA, Argimon II, Arteche A. Systematic review of the prevalence of bipolar disorder and bipolar spectrum disorders in population-based studies. Trends Psychiatry Psychother. 2013;35(2):99–105. doi: 10.1590/s2237-60892013000200002. [DOI] [PubMed] [Google Scholar]
  • 8.Hayes JF, Pitman A, Marston L, et al. Self-harm, Unintentional Injury, and Suicide in Bipolar Disorder During Maintenance Mood Stabilizer Treatment: A UK Population-Based Electronic Health Records Study. JAMA Psychiatry. 2016;73(6):630–637. doi: 10.1001/jamapsychiatry.2016.0432. [DOI] [PubMed] [Google Scholar]
  • 9.Christensen J, Grønborg TK, Sørensen MJ, et al. Prenatal valproate exposure and risk of autism spectrum disorders and childhood autism. JAMA. 2013;309(16):1696–1703. doi: 10.1001/jama.2013.2270. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Christensen J, Pedersen L, Sun Y, Dreier JW, Brikell I, Dalsgaard S. Association of Prenatal Exposure to Valproate and Other Antiepileptic Drugs With Risk for Attention-Deficit/Hyperactivity Disorder in Offspring. JAMA Netw Open. 2019;2(1):e186606. doi: 10.1001/jamanetworkopen.2018.6606. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Jentink J, Loane MA, Dolk H, et al. Valproic acid monotherapy in pregnancy and major congenital malformations. N Engl J Med. 2010;362(23):2185–2193. doi: 10.1056/NEJMoa0907328. [DOI] [PubMed] [Google Scholar]
  • 12.NICE. Bipolar disorder: assessment and management. [Accessed 23 September, 2020]. https://www.nice.org.uk/guidance/cg185 Published 2014.
  • 13.Yatham LN, Kennedy SH, Parikh SV, et al. Canadian Network for Mood and Anxiety Treatments (CANMAT) and International Society for Bipolar Disorders (ISBD) 2018 guidelines for the management of patients with bipolar disorder. Bipolar Disord. 2018;20(2):97–170. doi: 10.1111/bdi.12609. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Grunze H, Vieta E, Goodwin GM, et al. The World Federation of Societies of Biological Psychiatry (WFSBP) Guidelines for the Biological Treatment of Bipolar Disorders: Acute and long-term treatment of mixed states in bipolar disorder. World J Biol Psychiatry. 2018;19(1):2–58. doi: 10.1080/15622975.2017.1384850. [DOI] [PubMed] [Google Scholar]
  • 15.Goodwin GM, Haddad PM, Ferrier IN, et al. Evidence-based guidelines for treating bipolar disorder: Revised third edition recommendations from the British Association for Psychopharmacology. J Psychopharmacol. 2016;30(6):495–553. doi: 10.1177/0269881116636545. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Malhi GS, Bassett D, Boyce P, et al. Royal Australian and New Zealand College of Psychiatrists clinical practice guidelines for mood disorders. Aust N Z J Psychiatry. 2015;49(12):1087–1206. doi: 10.1177/0004867415617657. [DOI] [PubMed] [Google Scholar]
  • 17.Hospital Authority. Introduction. Hospital Authority; [Accessed 24 September, 2020]. https://www.ha.org.hk/visitor/ha_visitor_index.asp?ContentID=10008&Lang=ENG&Dimension=100&Parent_ID=10004 Published 2020. [Google Scholar]
  • 18.Hospital Authority. Clinical Data Analysis and Reporting System (CDARS) User’s Manual. The Hong Kong Hospital Authority; 2003. [Google Scholar]
  • 19.Tang WN. Previous private psychiatric treatment among public mental patients: a preliminary local survey. Hong Kong Med J. 1997;3(3):321–324. [PubMed] [Google Scholar]
  • 20.Raman SR, Man KKC, Bahmanyar S, et al. Trends in attention-deficit hyperactivity disorder medication use: a retrospective observational study using population-based databases. Lancet Psychiatry. 2018;5(10):824–835. doi: 10.1016/S2215-0366(18)30293-1. [DOI] [PubMed] [Google Scholar]
  • 21.Lau WCY, Cheung CL, Man KKC, et al. Association Between Treatment With Apixaban, Dabigatran, Rivaroxaban, or Warfarin and Risk for Osteoporotic Fractures Among Patients With Atrial Fibrillation: A Population-Based Cohort Study. Ann Intern Med. 2020;173(1):1–9. doi: 10.7326/M19-3671. [DOI] [PubMed] [Google Scholar]
  • 22.Man KKC, Coghill D, Chan EW, et al. Association of Risk of Suicide Attempts With Methylphenidate Treatment. JAMA Psychiatry. 2017;74(10):1048–1055. doi: 10.1001/jamapsychiatry.2017.2183. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Man KKC, Lau WCY, Coghill D, et al. Association between methylphenidate treatment and risk of seizure: a population-based, self-controlled case-series study. Lancet Child Adolesc Health. 2020;4(6):435–443. doi: 10.1016/S2352-4642(20)30100-0. [DOI] [PubMed] [Google Scholar]
  • 24.Man KKC, Chan EW, Ip P, et al. Prenatal antidepressant use and risk of attention-deficit/hyperactivity disorder in offspring: population based cohort study. BMJ. 2017;357:j2350. doi: 10.1136/bmj.j2350. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Blak BT, Thompson M, Dattani H, Bourke A. Generalisability of The Health Improvement Network (THIN) database: demographics, chronic disease prevalence and mortality rates. Inform Prim Care. 2011;19(4):251–255. doi: 10.14236/jhi.v19i4.820. [DOI] [PubMed] [Google Scholar]
  • 26.García Rodríguez LA, Pérez Gutthann S. Use of the UK General Practice Research Database for pharmacoepidemiology. Br J Clin Pharmacol. 1998;45(5):419–425. doi: 10.1046/j.1365-2125.1998.00701.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Brauer R, Lau WCY, Hayes JF, et al. Trazodone use and risk of dementia: A population-based cohort study. PLoS Med. 2019;16(2):e1002728. doi: 10.1371/journal.pmed.1002728. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Brauer R, Wei L, Ma T, et al. Diabetes medications and risk of Parkinson’s disease: a cohort study of patients with diabetes. Brain. 2020;143(10):3067–3076. doi: 10.1093/brain/awaa262. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Scottish Clinical Information Management in Practice. Contract Codes. [Accessed 24 September, 2020]. https://www.scimp.scot.nhs.uk/contract-codes Published 2015.
  • 30.National Institute of Mental Health. Bipolar Disorder. [Accessed 25 May, 2021]. https://www.nimh.nih.gov/health/topics/bipolar-disorder/index.shtml#:~:text=Bipolar%20disorder%20is%20a%20lifelong,help%20people%20manage%20these%20symptoms Published 2020.Updated January 2020.
  • 31.Man KKC, Ip P, Hsia Y, et al. ADHD Drug Prescribing Trend Is Increasing Among Children and Adolescents in Hong Kong. J Atten Disord. 2017;21(14):1161–1168. doi: 10.1177/1087054714536047. [DOI] [PubMed] [Google Scholar]
  • 32.Chui WWH, Mui JHC, Cheng KM, Cheung EFC. Community psychiatric service in Hong Kong: Moving towards recovery-oriented personalized care. Asia-Pacific Psychiatry. 2012;4(3):155–159. [Google Scholar]
  • 33.Angermeyer MC, Matschinger H, Schomerus G. Attitudes towards psychiatric treatment and people with mental illness: changes over two decades. Br J Psychiatry. 2013;203(2):146–151. doi: 10.1192/bjp.bp.112.122978. [DOI] [PubMed] [Google Scholar]
  • 34.Jung YS, Kim YE, Kim A, Yoon SJ. Trends in the prevalence and treatment of bipolar affective disorder in South Korea. Asian J Psychiatr. 2020;53:102194. doi: 10.1016/j.ajp.2020.102194. [DOI] [PubMed] [Google Scholar]
  • 35.Merikangas KR, Jin R, He JP, et al. Prevalence and correlates of bipolar spectrum disorder in the world mental health survey initiative. Arch Gen Psychiatry. 2011;68(3):241–251. doi: 10.1001/archgenpsychiatry.2011.12. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Li J, Zhang MM, Zhao L, Li WQ, Mu JL, Zhang ZH. Evaluation of attitudes and knowledge toward mental disorders in a sample of the Chinese population using a web-based approach. BMC Psychiatry. 2018;18(1):367. doi: 10.1186/s12888-018-1949-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Quello SB, Brady KT, Sonne SC. Mood disorders and substance use disorder: a complex comorbidity. Sci Pract Perspect. 2005;3(1):13–21. doi: 10.1151/spp053113. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Degenhardt L, Charlson F, Ferrari A, et al. The global burden of disease attributable to alcohol and drug use in 195 countries and territories, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Psychiatry. 2018;5(12):987–1012. doi: 10.1016/S2215-0366(18)30337-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Bjorklund L, Horsdal HT, Mors O, Ostergaard SD, Gasse C. Trends in the psychopharmacological treatment of bipolar disorder: a nationwide register-based study. Acta Neuropsychiatr. 2016;28(2):75–84. doi: 10.1017/neu.2015.52. [DOI] [PubMed] [Google Scholar]
  • 40.Chang CM, Wu CS, Huang YW, Chau YL, Tsai HJ. Utilization of Psychopharmacological Treatment Among Patients With Newly Diagnosed Bipolar Disorder From 2001 to 2010. J Clin Psychopharmacol. 2016;36(1):32–44. doi: 10.1097/JCP.0000000000000440. [DOI] [PubMed] [Google Scholar]
  • 41.Berk M, Dodd S, Callaly P, et al. History of illness prior to a diagnosis of bipolar disorder or schizoaffective disorder. J Affect Disord. 2007;103(1):181–186. doi: 10.1016/j.jad.2007.01.027. [DOI] [PubMed] [Google Scholar]
  • 42.Lin Y, Mojtabai R, Goes FS, Zandi PP. Trends in prescriptions of lithium and other medications for patients with bipolar disorder in office-based practices in the United States: 1996-2015. J Affect Disord. 2020;276:883–889. doi: 10.1016/j.jad.2020.07.063. [DOI] [PubMed] [Google Scholar]
  • 43.Rhee TG, Olfson M, Nierenberg AA, Wilkinson ST. 20-Year Trends in the Pharmacologic Treatment of Bipolar Disorder by Psychiatrists in Outpatient Care Settings. Am J Psychiatry. 2020:appiajp202019091000. doi: 10.1176/appi.ajp.2020.19091000. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Kessing LV, Bauer M, Nolen WA, Severus E, Goodwin GM, Geddes J. Effectiveness of maintenance therapy of lithium vs other mood stabilizers in monotherapy and in combinations: a systematic review of evidence from observational studies. Bipolar Disord. 2018 doi: 10.1111/bdi.12623. [DOI] [PubMed] [Google Scholar]
  • 45.Cipriani A, Hawton K, Stockton S, Geddes JR. Lithium in the prevention of suicide in mood disorders: updated systematic review and meta-analysis. BMJ. 2013;346:f3646. doi: 10.1136/bmj.f3646. [DOI] [PubMed] [Google Scholar]
  • 46.Berk M, Daglas R, Dandash O, et al. Quetiapine v. lithium in the maintenance phase following a first episode of mania: randomised controlled trial. Br J Psychiatry. 2017;210(6):413–421. doi: 10.1192/bjp.bp.116.186833. [DOI] [PubMed] [Google Scholar]
  • 47.Miura T, Noma H, Furukawa TA, et al. Comparative efficacy and tolerability of pharmacological treatments in the maintenance treatment of bipolar disorder: a systematic review and network meta-analysis. Lancet Psychiatry. 2014;1(5):351–359. doi: 10.1016/S2215-0366(14)70314-1. [DOI] [PubMed] [Google Scholar]
  • 48.Bohlken J, Bauer M, Kostev K. Drug treatment for patients with bipolar disorders in psychiatric practices in Germany in 2009 and 2018. Psychiatry Res. 2020;289:112965. doi: 10.1016/j.psychres.2020.112965. [DOI] [PubMed] [Google Scholar]
  • 49.Viktorin A, Lichtenstein P, Thase ME, et al. The risk of switch to mania in patients with bipolar disorder during treatment with an antidepressant alone and in combination with a mood stabilizer. Am J Psychiatry. 2014;171(10):1067–1073. doi: 10.1176/appi.ajp.2014.13111501. [DOI] [PubMed] [Google Scholar]
  • 50.Gao K, Kemp DE, Ganocy SJ, et al. Treatment-emergent mania/hypomania during antidepressant monotherapy in patients with rapid cycling bipolar disorder. Bipolar Disord. 2008;10(8):907–915. doi: 10.1111/j.1399-5618.2008.00637.x. [DOI] [PubMed] [Google Scholar]
  • 51.Meador KJ, Baker GA, Browning N, et al. Cognitive function at 3 years of age after fetal exposure to antiepileptic drugs. N Engl J Med. 2009;360(16):1597–1605. doi: 10.1056/NEJMoa0803531. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Karanti A, Kardell M, Lundberg U, Landen M. Changes in mood stabilizer prescription patterns in bipolar disorder. J Affect Disord. 2016;195:50–56. doi: 10.1016/j.jad.2016.01.043. [DOI] [PubMed] [Google Scholar]
  • 53.Drug Office. United Kingdom : Valproate Pregnancy Prevention Programme: actions required now from GPs, specialists, and dispensers. [Accessed 18 September, 2020]. https://www.drugoffice.gov.hk/eps/news/showNews/United+Kingdom+%3A+Valproate+Pregnancy+Prevention+Programme%3A+actions+required+now+from+GPs%2C+specialists%2C+and+dispensers/pharmaceuticaltrade/2018-09-26/en/33120.htmlPublished 2018.
  • 54.Medicines and Healthcare products Regulatory Agency. Valproate use by women and girls. [Accessed 18 September, 2020]. https://www.gov.uk/guidance/valproate-use-by-women-and-girlsPublished 2018.
  • 55.Marengo E, Martino DJ, Igoa A, et al. Unplanned pregnancies and reproductive health among women with bipolar disorder. J Affect Disord. 2015;178:201–205. doi: 10.1016/j.jad.2015.02.033. [DOI] [PubMed] [Google Scholar]
  • 56.Leung GM, Tin KY, O’Donnell O. Redistribution or horizontal equity in Hong Kong’s mixed public-private health system: a policy conundrum. Health Econ. 2009;18(1):37–54. doi: 10.1002/hec.1342. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Appendix A1
Appendix A2

Data Availability Statement

The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.

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