Piyanut Ueapanjasin, M. Pharm*,**, Wiwat Thavornwattanayong, B.Sc.(Pharm), M.A., FCCP.*,***, Jadesada Lertsirimunkong, Pharm.D.*,****, Kamolpat Chaiyakittisopon, Ph.D.*, *****
*Health Economic and Research Outcomes (HERO) team, Thailand, **Faculty of Pharmacy, Silpakorn University, Nakhon Pathom, Thailand,
***Department of Pharmaceutical Care, Faculty of Pharmacy, Silpakorn University, Nakhon Pathom, Thailand, ****Department of Pharmacy Administration, College of Pharmacy, Rangsit University, Pathum Thani, Thailand, *****Department of Health Consumer Protection and Pharmacy Administration, Faculty of Pharmacy, Silpakorn University, Nakhon Pathom, Thailand.
ABSTRACT
Corresponding author: Kamolpat Chaiyakittisopon E-mail: chaiyakittiso_k@su.ac.th
Received 18 August 2023 Revised 3 September 2023 Accepted 5 September 2023 ORCID ID:http://orcid.org/0000-0003-3603-7027 https://doi.org/10.33192/smj.v75i10.264770
All material is licensed under terms of the Creative Commons Attribution 4.0 International (CC-BY-NC-ND 4.0) license unless otherwise stated.
INTRODUCTION
Schizophrenia is a chronic mental illness affecting cognition, emotion, and behaviour. Over 24 million people around the world are impacted by the illness. With about 5.5 million sufferers, China has the highest rate of schizophrenia in the entire globe.1 Schizophrenia incidence rates range from 8 to 43 per 100,000 individuals.2,3 It is a considerable economic and social burden worldwide since the afflicted patients are hardly able to work. Nowadays, schizophrenia is one of the 25 leading causes of disability worldwide4 and one of the top ten causes of Disability-Adjusted Life Years (DALYs).4,5 In Thailand, approximately 8.8 per 1000 of the population suffer from schizophrenia, and was the eighth or ninth leading cause of years lived with disability.6 It also consumed a large amount of annual cost of treatment (i.e., estimated to be THB 87,000 (USD 2,600) per person or THB 31,000 million (USD 925 million) for the entire schizophrenic population in Thailand.7
Treatment of schizophrenia includes both pharmacological and non-pharmacological therapies.8 The goal of treatment is to improve the patient’s quality of life by reducing the symptoms and preventing relapse of patients. For example, conventional and atypical antipsychotics are commonly used for the treatment of schizophrenia9, but conventional antipsychotics produces extrapyramidal symptoms (EPS) while atypical antipsychotics have been reported as metabolic adverse events, e.g., weight gain, hyperlipidemia, and hyperglycemia. Both adverse events have affected patients’ compliance.9,10 Therefore, for some patients, even if they control their symptoms and are discharged from the hospital, 30-40% of discharged patients relapse within 1-2 years.11 Patient compliance is one of the important factors associated with relapse.12-15 Non-adherent patients were approximately three times more likely to be hospitalized in a given year, according to a study conducted in the United States.16
Recently, long-acting injection (LAI) antipsychotics have been suggested to be used17, particularly in the prevention of relapse for non-compliant patients, according to the most evidence-based guidelines for the maintenance treatment of schizophrenia.18 LAIs are recommended as a first-line treatment.18 Thai clinical guidelines19 have been updated to include LAI first-generation antipsychotics (e.g., Fluphenazine decanoate and Haloperidol decanoate) as well as LAI second-generation antipsychotics (e.g., LAI-aripiprazole and LAI-paliperidone palmitate) to improve medication compliance in stable schizophrenia patients. Currently, LAI second-generation have been used more than first-generation antipsychotics because they have lower EPS side effects.19
LAI-aripiprazole and LAI-paliperidone are both second-generation antipsychotics that have been introduced to increase drug compliance20 since they are LAIs and administered once a month. These attributes are expected to enhance drug compliance, particularly for stable patients who are not inpatients. However, they have different pharmacological mechanisms.21 Aripiprazole is a partial agonist at dopamine D2 and serotonin 5-HT1A receptors and an antagonist at 5HT2A receptors while Paliperidone is an antagonist at D2 and 5HT2A receptors. The different mechanisms may contribute to different effectiveness and tolerability.22 The previous comparative studies23,24 demonstrated that the efficacy of LAI-aripiprazole and LAI-paliperidone is controversial. Nevertheless, the costs of treatments and adverse events of both LAI-aripiprazole and LAI-paliperidone are unlikeness.22,23 Utilizing the economic evaluation as a tool for selecting the optimal LAI strategy would be reasonable.
Previously, no cost-effectiveness studies have been carried out that compared the use of LAI-aripiprazole and LAI-paliperidone palmitate in Thailand from the societal perspective. A cost-effectiveness study is crucial in order to evaluate and compare these antipsychotics. Therefore, the cost-effectiveness of LAI-aripiprazole and LAI-paliperidone palmitate was investigated in this study.
MATERIALS AND METHODS
This study was health economic evaluation using a Markov model to compare the cost-effectiveness of LAI-aripiprazole with LAI- Paliperidone palmitate for the treatment of stable schizophrenia. The analysis was carried out using cost-effectiveness ratios (CER) and presented humanistic outcomes in Quality-Adjusted Life Years (QALYs). The perspective of this study was societal. Future costs and utilities were discounted at 3 percent per year.24 This study has been reviewed and approved by the Human Research Ethics Committee of Silpakorn University (COE 65.1007-165)
This study compared monthly dosages of LAI- aripiprazole 400 mg and LAI-paliperidone palmitate 156 mg (equivalent dose of Paliperidone 100 mg).25-28 Patients with schizophrenia who did not respond to LAI- aripiprazole or LAI-paliperidone palmitate treatment were switched to 300 mg per day of clozapine29, which is the only antipsychotic medicine approved by the FDA for treatment-resistant schizophrenia.30
The decision model was developed based on previously studies of antipsychotics used in the treatment of schizophrenia patients.31 A Markov model was used to perform decision analysis through Microsoft Excel 2020. The model and assumptions were validated for the disease sequence to ensure its appropriateness for the treatment of stable schizophrenia in Thailand by three psychiatrists.
The model comprises three main health states including remission under the first antipsychotic, relapse, and death, see Fig 1. A ‘death state’ is a state where a patient dies for any reason. ‘Relapse state’ denotes patients who have suffered an exacerbation of their condition and hospital admission, due to non-compliance or the inefficacy of LAI-aripiprazole or LAI-paliperidone. Patients who are not in the death or relapse state are in the ‘remission state’ Transition probabilities and health state utilities were reviewed and derived from published literature.
The model simulated stable schizophrenia patients over the period of their lifetime. Patients were assigned 400 mg LAI-aripiprazole every 4 weeks or 156 mg LAI- paliperidone palmitate (equivalent dose of Paliperidone 100 mg) every 4 weeks. All stable patients under first LAI antipsychotic entered the model in the ‘remission state’ at the beginning of the simulation. It was assumed that the health transition state cycle was 4 weeks. At the end of each cycle, mortality rate, the probability of relapse status, and any adverse events occurrence (i.e., akathisia, dystonia, parkinsonism, dyskinesia, diabetes mellitus, hyperprolactinemia, and weight gain) were assessed for each group of LAI antipsychotics until all the patients died. Patients with ‘remission state’ were not changed health state if they did not experience any
adverse events. Patients who did not respond to LAI due to inefficacy of the treatment were switched to 300 mg per day of clozapine as a second antipsychotic. Patients who experienced relapse due to one of two conditions: (1) Non-compliance with, or inefficacy of LAI-aripiprazole or LAI-paliperidone palmitate, or (2) Relapse from remission with taking clozapine were moved to the relapse state and were switched to 300 mg per day of clozapine as a second antipsychotic. Assumingly, patients who switched to clozapine would continue receiving it until the end of the study. Patients in all states could be moved to the death state throughout the study period according to the probability of death.
Patients did not withdraw from the treatment during the study and remained until the end of study.
Patients who received LAI-aripiprazole were initially administered with a single injection of 400 mg aripiprazole followed by 20 mg of oral aripiprazole for the first 14 days (i.e., concurrent with the first dose of LAI). This was followed by monthly injections of 400 mg aripiprazole thereafter.
Patients who received LAI-paliperidone palmitate were initially administered with injection of 400 mg (equivalent dose of Paliperidone 250 mg) in the first month. This was followed by monthly injections of 156 mg paliperidone palmitate (equivalent dose of Paliperidone 100 mg) thereafter.
Patients administered with LAI-aripiprazole or LAI-paliperidone could potentially experience common adverse drug reactions, i.e., akathisia, dystonia, parkinsonism, dyskinesia, diabetes mellitus, hyperprolactinemia, and weight gain.
Fig 1. Markov model structure of Schizophrenia disorder.
Hyperprolactinemia was defined as a serum prolactin level greater than or equal to 25 ng/mL and patients who experienced hyperprolactinemia were switched to clozapine 300 mg per day (or 100 mg three times per day).
Weight gain was defined as body weight increased to greater than or equal to 7 percent of basal body weight, and patients who experienced weight gain were provided with counselling.
Diabetes mellitus was defined as plasma glucose levels greater than or equal to 200 mg/dl or fasting blood glucose levels greater than or equal to 126 mg/dl which could be reversed when treated with 1,000 mg of metformin daily to control diabetes.
Patients who had akathisia were treated with 40 mg per day of propranolol.
Patients who had dyskinesia were switched to clozapine 300 mg per day (or 100 mg three times per day).
Patients who had dystonia were assumed to be suffering from only mild dystonia and were treated with 6 mg of trihexyphenidyl per day (or 2 mg three times per day).
Patients who had parkinsonism were treated with 6 mg of trihexyphenidyl per day (or 2 mg three times per day).
Patients who switched to clozapine and experienced a form of agranulocytosis, which is defined as ANC <500 cells per microlith, received 300 micrograms of filgrastim daily, for 7 days.
Patients who did not respond to LAI due to inefficacy were switched to 300 mg per day of clozapine as a second antipsychotic.
Patients in a relapsed state of health relapsed due to one of two conditions: (1) Non-compliance with, or inefficacy of LAI-aripiprazole or LAI-paliperidone palmitate, or (2) Relapse from remission while taking clozapine.
Patients had not received other antipsychotics or other co-interventions.
Patients in all health states who received LAI- aripiprazole or LAI-paliperidone palmitate could be moved to the death state based on the normal mortality rate of the Thai population.32 In the case of patients who received clozapine, the mortality rate was based on the mortality rate of schizophrenia patients.33
A Markov model was developed to imitate the treatment of adult schizophrenia patients over a lifetime period from the age of 18 until death with a life expectancy
of not more than 75.7 years.34 A cycle length of 4 weeks was considered appropriate to capture both the clinical treatment and associated events such as relapses and adverse drug reactions from a survey of treatment in Thailand.7
A systematic search was conducted in Medline, SCOPUS and Cochrane databases. The keywords were “schizophrenia, Paliperidone, and Aripiprazole”, with filtering by randomized controlled trial, meta-analysis, systematic reviews, full text and English published literature. Two reviewers independently reviewed abstracts, and articles sequentially to select studies for data abstraction based on the study eligibility criteria. All searched literature was evaluated and given a JADAD score. All probabilities were converted into risks over 4 weeks because of the cycle length and are shown in Table 1.
Studies were identified as eligible for inclusion if they were published as full papers and in the English language. All transition probabilities were obtained from studies involving schizophrenia patients who have used LAI-aripiprazole or LAI-paliperidone. The utility of health states was obtained from studies involving Thai schizophrenia patients who used LAI-aripiprazole or LAI- paliperidone with/or without any adverse events. Where search results were inconclusive, the study proceeded as follows: (i) involving schizophrenia patients controlled by antipsychotics drug and whether they had side effects, or (ii) other patients who had utility of health state and side effects, or (iii) utility was retrieved from international studies due to the limited data in Thailand. Articles were excluded from the review if they met any of the following criteria: (i) non-full text papers, (ii) editorials and opinions, letters, research protocols, conference abstracts, duplicate reports of the same study, and notes and books.
All costs are expressed in Thai baht and are shown in Table 1. Drug treatment costs were derived from the Drug and Medical Supply Information Center (DMSIC) and the Ministry of Public Health, Thailand.35
All drug costs (i.e., LAI-aripiprazole, LAI- paliperidone palmitate, Clozapine, metformin, propranolol, trihexyphenidyl, and filgrastim) were obtained from the drug’s median price in Thailand. Costs of meals, nursing care costs, and laboratory costs including tests for FBS, haemoglobin A1c, serum prolactin, and complete blood counts were obtained from the mean cost per unit of secondary care by standard cost lists for health
TABLE 1. All parameters used in the Markov model.
Parameters | Distribution | Mean ± SE References |
Probabilities Transition probabilities LAI-aripiprazole | ||
Relapse from Inefficacy | Beta | 0.02260 ± 0.00797 25-28 |
Relapse from non-compliance | Beta | 0.00355 ± 0.00859 26 |
Probabilities of adverse drug reaction | ||
Hyperprolactinemia | Beta | 0.00000 ± 0.00000 28 |
Akathisia | Beta | 0.00229 ± 0.00217 22, 23, 25 |
Dyskinesia | Beta | 0.00057 ± 0.00146 23 |
Dystonia | Beta | 0.00132 ± 0.00185 22, 23 |
Parkinsonism | Beta | 0.00356 ± 0.00302 22, 23 |
Weight gain | Beta | 0.00277 ± 0.00172 22, 23, 28, 43, 44 |
Diabetes | Beta | 0.00015 ± 0.00124 43 |
LAI-paliperidone palmitate | ||
Relapse from Inefficacy | Beta | 0.02497 ± 0.00880 26-28 |
Relapse from non-compliance | Beta | 0.00378 ± 0.00575 26 |
Probabilities of adverse drug reaction | ||
Hyperprolactinemia | Beta | 0.00002 ± 0.00000 25 |
Akathisia | Beta | 0.00169 ± 0.00213 22, 23, 25 |
Dyskinesia | Beta | 0.00047 ± 0.00169 23 |
Dystonia | Beta | 0.00066 ± 0.00155 22, 23 |
Parkinsonism | Beta | 0.00197 ± 0.00203 22, 23 |
Weight gain | Beta | 0.00900 ± 0.00295 22, 23, 25, 44, 45 |
Diabetes | Beta | 0.00008 ± 0.00001 45 |
Clozapine |
Remission | Beta | 0.09109 ± 0.02877 |
Relapse | Beta | 0.09136 ± 0.00342 |
Agranulocytosis | Beta | 0.00077 ± 0.00278 |
Weight gain | Beta | 0.02269 ± 0.01489 |
Diabetes | Beta | 0.00124 ± 0.00352 |
43
28, 46
47
47
47
Costs | |||
Medicine costs | |||
LAI-aripiprazole 400 mg | Gamma | 6,848.00 ± 684.80 | 35 |
Aripiprazole 10 mg (per tablet) | Gamma | 99.74 ± 9.97 | 35 |
LAI-paliperidone palmitate 156 mg | Gamma | 6,947.51 ± 694.75 | 35 |
(equivalent dose of paliperidone 100 mg) | |||
LAI-paliperidone palmitate 234 mg | Gamma | 8,914.16 ± 891.41 | 35 |
(equivalent dose 150 mg) | |||
Clozapine 100 mg (per tablet) | Gamma | 1.57 ± 0.16 | 35 |
Metformin 500 mg (per tablet) | Gamma | 0.36 ± 0.04 | 35 |
Trihexyphenidyl 2 mg (per tablet) | Gamma | 0.20 ± 0.02 | 35 |
Propranolol 40 mg (per tablet) | Gamma | 0.23 ± 0.02 | 35 |
Filgrastim 300 micrograms | Gamma | 432.45 ± 43.25 | 35 |
TABLE 1. All parameters used in the Markov model. (Continue)
HbA1c (per unit) | Gamma | 237.21 ± 23.72 |
Serum prolactin (per unit) | Gamma | 475.60 ± 47.56 |
Complete blood count (per unit) | Gamma | 142.09 ± 14.21 |
48
48
Hospitalization (per admission) OPD service (per visit) Psychoeducation (per year)
Gamma Gamma
Gamma
25,610.53 ± 2,561.05
592.53 ± 59.25
3,143.11 ± 314.31
7
7
7
48
Travel (per visit) Gamma 256.11 ± 25.61 7
Remission state Relapse state Hyperprolactinemia Akathisia Dyskinesia Dystonia Parkinsonism Weight gain Diabetes Agranulocytosis
Beta Beta Beta Beta Beta Beta Beta Beta Beta
Beta
0.690 ± 0.026
0.578 ± 0.028
0.618 ± 0.027
0.639 ± 0.056
0.608 ± 0.040
0.449 ± 0.054
0.626 ± 0.011
0.664 ± 0.027
0.664 ± 0.027
0.460 ± 0.059
40, 41
40, 41
38, 41
39-41
39-41
40-42
39-41
40, 41
40, 41
49
Meal (per visit) Gamma 61.66 ± 6.17 48
technology assessment in Thailand.35 Costs of Out- Patient Department (OPD) services, hospitalization, psychoeducation, travel expenses and family time were obtained from previous studies carried out in Thailand.7 The frequencies of outpatient visits and admissions per year from surveys of mental illness in Thailand were 7.7 and 0.5, respectively.36
All costs were adjusted to 2021 values using the consumer price index from the Bureau of Trade and Economic indices, The Ministry of Commerce, Thailand.37
Quality-adjusted life-years (QALYs) were used for outcomes measurement. The humanistic outcomes were measured in utility weights for different health states and side effects, ranging from 0 (death) to 1 (perfect health). Utility weights were multiplied by life expectancies to generate QALYs.
Utility values of remission states were estimated
based on the disability weights according to previous studies.31 Utility values of other health states were obtained from previous studies.38-42 All utility values are shown in Table 1.
Random Monte Carlo Simulation was applied for probabilistic sensitivity analyses using Microsoft Excel 2020. All variables were randomized and run 1,000 times to generate the probability distribution and the ICER estimation. Beta distribution was used for transition probabilities and utility value, and gamma distribution was used for costs. The results are shown as a cost-effectiveness plane between incremental costs and incremental QALYs. One-way sensitivity analysis was performed using Microsoft Excel 2020. The parameter values were changed individually and regularly to the lowest and highest values. The results of one-way sensitivity analyses were presented in tornado diagram.
RESULTS
The cost-effectiveness analysis results (presented in Table 2) showed that the total cost of treatment with LAI-aripiprazole and LAI-paliperidone palmitate was LAI-aripiprazole 1,334,919.05 baht and 1,329,818.79 baht, respectively, while the QALYs were 16.35 years for both. Life years of the treatment with LAI-aripiprazole and LAI-paliperidone was 24.27 years and 24.25 years, respectively.
The CER of the treatment with LAI-aripiprazole and LAI-paliperidone palmitate was 81,652.85 baht/QALY gained and 81,330.94 baht/QALY gained, respectively. Due to the significantly lower CER, treatment with LAI-paliperidone palmitate is more cost-effective than treatment with LAI-aripiprazole.
One-way sensitivity and probabilistic sensitivity analysis Fig 2 presented the one-way sensitivity analysis result in a tornado diagram. According to the findings, the probability of LAI-aripiprazole-induced dyskinesia was the variable with the greatest influence on the ICER. The probabilistic sensitivity analysis result is presented in Fig 3 as a cost-effectiveness plane between the incremental cost and the incremental QALYs of treatment with LAI- aripiprazole compared with LAI-paliperidone palmitate. The Monte Carlo simulations randomized each variable 1,000 times. The red point represents the base-case ICER.
DISCUSSION
A previous economic evaluation study of aripiprazole in Thailand31 suggested that oral aripiprazole was the dominant strategy, showing greater QALYs and lower
TABLE 2. Cost-effectiveness results.
Total cost (Baht) | Life Years (Years) | QALYs (Years) | CER (Baht/QALY) | |
LAI-aripiprazole | 1,334,919.05 | 24.27 | 16.35 | 81,652.85 |
LAI-paliperidone palmitate | 1,329,818.79 | 24.25 | 16.35 | 81,330.94 |
Fig 2. The tornado diagram depicts the results of a one-way sensitivity analysis.
Fig 3. The cost-effectiveness plane of treatment with LAI-aripiprazole compared with LAI paliperidone palmitate.
cost than risperidone in acute schizophrenia patients. However, no previous studies have investigated the economic evaluation of LAI-aripiprazole’s use in treating patients with stable schizophrenia. This analysis represented the first economic evaluation comparing LAI-aripiprazole with LAI-paliperidone palmitate for the treatment of stable schizophrenia patients in Thailand. The study revealed that both LAI-aripiprazole and LAI-paliperidone palmitate were similarly beneficial in terms of QALYs, despite the fact that the drug cost of LAI-aripiprazole was cheaper than LAI-paliperidone palmitate. This notion may be considered LAI-aripiprazole as a cost-effective strategy for the treatment of stable schizophrenia patients in Thailand.
Regarding the possible adverse events associated with LAI-aripiprazole or LAI-paliperidone palmitate treatment, such as hyperprolactinemia, akathisia, dyskinesia, dystonia, parkinsonism, diabetes, and weight gain, previous studies conducted in the United States25,50, the United Kingdom51, Finland52 and France45, only considered and included some of these events in their economic models. In contrast, this study took into consideration all potential adverse events that could impact both costs and utilities, providing a more realistic model that aligns with clinical practices. However, it’s worth noting that adverse drug reactions were assumed to be mild, as they were closely monitored every 4 weeks in accordance
with the cycle length in the model. Nevertheless, it is important to recognize that despite such monitoring, some adverse events can still occur and may be severe, especially in the short term. The probability of patients experiencing relapse symptoms with once-monthly LAI-aripiprazole treatment was lower than that of those receiving once-monthly LAI-paliperidone palmitate. This could lead to savings in long-term treatment costs. However, from an economic perspective, efficacy is not the only consideration; overall costs, including the treatment of adverse drug events, must also be taken into account. The use of LAI-aripiprazole may result in higher total costs due to the management of side effects, leading to a higher CER. Considering that both LAIs have similar QALYs, LAI-aripiprazole’s superior clinical efficacy and longer life expectancy compared to LAI-paliperidone. It’s possible that LAI-aripiprazole justifies a 2% price decrease and might be offered LAI- aripiprazole as a dominating strategy for compensating the costs associated with treating side effects, particularly dyskinesia management.
This study encountered some limitations regarding data availability. Specifically, there were few randomized controlled trials (RCTs) that directly compared the efficacy and adverse drug reactions of LAI-aripiprazole with LAI- paliperidone palmitate, and no previous studies were conducted in Thailand. Consequently, the probabilities
of transitioning between health states and experiencing adverse drug reactions were derived from international resources. To enhance the probabilities’ validity and minimize the effects of confounding factors, sensitivity analysis was performed based on global data. Additionally, utility values were obtained and recalculated into utility weights specifically for Thai schizophrenia patients. The use of different values from various data sources and diverse populations resulted in a notable variation in the likelihood of side effects and efficacy for each patient receiving LAI treatment. This variability holds the potential to significantly impact the overall treatment outcome, as manifested by the conspicuous amplitude of sensitivity dispersion observed among the sensitivity results. Moreover, this study did not include sexual dysfunction and neuroleptic malignant syndrome (NMS) as adverse drug reactions of antipsychotics due to their rarity and the limited availability of relevant data.
Further economic evaluation studies are required to evaluated the cost-effectiveness of LAI-aripiprazole and LAI-paliperidone palmitate using the real-word data in Thai stable schizophrenia patients to provide a more accurate and reliable evaluation.
CONCLUSION
In Thailand, the treatment of stable schizophrenia with LAI-aripiprazole was found to yield similarly beneficial results in terms of QALYs when compared to treatment with LAI-paliperidone palmitate, despite being more costly. Comparatively, LAI-aripiprazole exhibited better clinical efficacy and led to a longer average life expectancy than LAI-paliperidone. If the drug cost of LAI-aripiprazole were decreased by 2%, treatment with LAI-aripiprazole would become a dominant cost-effectiveness strategy. The results of this study could contribute to informed decision-making by policymakers.
ACKNOWLEDGMENTS
This study received the specific grant from Thai Otsuka Pharmaceutical Co., Ltd. However, the study sponsor had no influence on the literature review, developing model, data analysis and the decision of publication.
We would like to thank Mr. Paul Mines, Faculty of Pharmacy, Silpakorn University, for proofreading the article.
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