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Foo CY, Mansor NAN, Ch’ng SS, Mohd Zain M. Projecting direct medical costs and productivity benefits of improving access to advanced therapy for rheumatoid arthritis: a projection modelling study. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2023; 11:2173117. [PMID: 36819892 PMCID: PMC9930832 DOI: 10.1080/20016689.2023.2173117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 01/19/2023] [Accepted: 01/23/2023] [Indexed: 06/18/2023]
Abstract
INTRODUCTION To ensure the sustainability of the AT access improvement, it is important that health system stakeholders have timely, analyzed information accessible for reference and decision-making support. In this study, we projected the direct costs required as well as the expected direct medical cost-offset and productivity benefits resulting from improving the disease control. METHODS We implemented a deterministic, prevalence-based mathematical model to project the annual cost of rheumatoid arthritis (RA) management within the public healthcare system in Malaysia. We also calculated the annual productivity loss due to uncontrolled RA in monetary value. Using the projection model, we compared the projected costs of the status quo scenario vs. several scenarios of improved advanced therapy (AT) access over a 5-year period. RESULTS We projected that between 10,765 and 11,024 RA patients in Malaysia over the period of 2020-2024 will need access to AT due to treatment failure with conventional synthetic disease modifying antirheumatic drugs (DMARDs). The projected net total medical cost under the status quo scenario were 163.5 million annually on average (approximately MYR 15,000 per patient per year). Cost related to health service utilization represented the heaviest component, amounting to 71.8% followed by drug cost (24.7%). Under the access improvement scenarios, drug cost constituted a higher proportion of the total medical, ranging from 25.6% to 30.4%. In contrast, the cost of health service utilization shown a reverse pattern (reducing to between 66.3% and 70.1%). Productivity costs were also expected to reduce as AT access improved leading to better outcomes. Treatment shifts to targeted synthetic DMARDs in anticipation of price adjustment appeared to have a cost saving advantage to the health system if all other parameters remain unchanged. DISCUSSION Improving AT access for RA patients towards the aspirational target appeared to be feasible given the current health budget in Malaysia. Broader socio-economic consequences of productivity and income loss should be included as an important part of the policy consideration. The financial implication of different AT utilization mixes and the anticipated price adjustment will likely result in some cost saving to the health system.
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Affiliation(s)
- Chee Yoong Foo
- Health Economics and Outcome Research, IQVIA Asia PacificPetaling Jaya, Selangor, Malaysia
| | | | - Shereen Suyin Ch’ng
- Rheumatology Unit, Department of Medicine, Selayang Hospital, Batu Caves, Selangor, Malaysia
| | - Mollyza Mohd Zain
- Rheumatology Unit, Department of Medicine, Selayang Hospital, Batu Caves, Selangor, Malaysia
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Genetic variations in methotrexate metabolic pathway genes influence methotrexate responses in rheumatoid arthritis patients in Malaysia. Sci Rep 2022; 12:11844. [PMID: 35831345 PMCID: PMC9279481 DOI: 10.1038/s41598-022-15991-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 07/04/2022] [Indexed: 11/08/2022] Open
Abstract
Methotrexate (MTX) is the most widely used disease-modifying anti-rheumatic drug (DMARD) for rheumatoid arthritis (RA). Many studies have attempted to understand the genetic risk factors that affect the therapeutic outcomes in RA patients treated with MTX. Unlike other studies that focus on the populations of Caucasians, Indian and east Asian countries, this study investigated the impacts of six single nucleotide polymorphisms (SNPs) that are hypothesized to affect the outcomes of MTX treatment in Malaysian RA patients. A total of 647 RA patients from three ethnicities (NMalay = 153; NChinese = 326; NIndian = 168) who received MTX monotherapy (minimum 15 mg per week) were sampled from three hospitals in Malaysia. SNPs were genotyped in patients using TaqMan real-time PCR assay. Data obtained were statistically analysed for the association between SNPs and MTX efficacy and toxicity. Analysis of all 647 RA patients indicated that none of the SNPs has influence on either MTX efficacy or MTX toxicity according to the Chi-square test and binary logistic regression. However, stratification by self-identified ancestries revealed that two out of six SNPs, ATIC C347G (rs2372536) (OR 0.5478, 95% CI 0.3396–0.8835, p = 0.01321) and ATIC T675C (rs4673993) (OR 0.5247, 95% CI 0.3248–0.8478, p = 0.008111), were significantly associated with MTX adequate response in RA patients with Malay ancestry (p < 0.05). As for the MTX toxicity, no significant association was identified for any SNPs selected in this study. Taken all together, ATIC C347G and ATIC T675C can be further evaluated on their impact in MTX efficacy using larger ancestry-specific cohort, and also incorporating high-order gene–gene and gene–environment interactions.
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Dasgupta E, Yap JLL, Kunjunee KK, Choong XY, Soh WW, Sundaran M, Yeap SS, Tai KS. Prevalence of musculoskeletal pain in two primary care clinics in a mid-sized town's urban population in Malaysia. MALAYSIAN FAMILY PHYSICIAN : THE OFFICIAL JOURNAL OF THE ACADEMY OF FAMILY PHYSICIANS OF MALAYSIA 2021; 16:93-102. [PMID: 33948147 PMCID: PMC8088749 DOI: 10.51866/oa1102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
OBJECTIVE This study assesses the prevalence of musculoskeletal (MSK) pain in patients attending primary care clinics in a medium-sized town in Malaysia and examines the interventions given for the symptoms and the level of the associated disabilities. METHOD This investigation comprises a cross-sectional descriptive study of all patients visiting two primary care clinics aged 18 years and above. Patients presenting with joint pain answered a questionnaire assessing demographic data, disabilities (measured by the Stanford HAQ-DI), and treatment options. RESULTS Of 1,074 patients surveyed, 202 (18.8%) had MSK complaints. The mean age of those with MSK pain was 56.1 years. Incidence increased with age, reaching 78.8% of those over 48 years of age. The knee was the most common site of MSK pain (52.2%), with 20.3% requiring referral for specialist assessment. The median HAQ score was 0.375 and 89.6% of those surveyed had mild disability. CONCLUSION MSK pain is a common problem among patients visiting primary care clinics. The most common site of MSK pain was the knee. On formal assessment, the majority of these patients exhibited mild disability. A significant proportion of patients still required specialist referral. This finding would suggest a need for further training on the management of MSK disease at the primary care level to avoid over-burdening the secondary care services.
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Affiliation(s)
- Esha Dasgupta
- MBBS, FRCP, FRCPI, Professor of Medicine, International Medical University, Clinical Campus, Seremban, Negeri Sembilan, Malaysia
| | - Jasmine Li Lin Yap
- Medical student, International Medical University, Clinical Campus, Seremban, Negeri Sembilan, Malaysia
| | - K Kirosa Kunjunee
- Medical student, International Medical University, Clinical Campus, Seremban, Negeri Sembilan, Malaysia
| | - Xin Ying Choong
- Medical student, International Medical University, Clinical Campus, Seremban, Negeri Sembilan, Malaysia
| | - Wan Wen Soh
- Medical student, International Medical University, Clinical Campus, Seremban, Negeri Sembilan, Malaysia
| | - Meroshini Sundaran
- Medical student, International Medical University, Clinical Campus, Seremban, Negeri Sembilan, Malaysia
| | - Swan Sim Yeap
- MB ChB, MD, FRCP, Consultant Rheumatologist, Subang Jaya Medical Centre, Subang Jaya, Selangor, Malaysia
| | - Keen Sang Tai
- MBBS, FRCP, Senior Lecturer, International Medical University, Clinical Campus, Seremban, Negeri Sembilan, Malaysia.
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Abdul Razak S, Makmor Bakry M, Mohamed Said MS, Tan CE, Md Redzuan A. Development and Validation of Adherence Score for Subcutaneous Biologic Disease-Modifying Antirheumatic Drugs. Front Pharmacol 2020; 11:572260. [PMID: 33240088 PMCID: PMC7681069 DOI: 10.3389/fphar.2020.572260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 09/29/2020] [Indexed: 11/13/2022] Open
Abstract
Background: The biologic disease-modifying antirheumatic drugs (bDMARDs) are currently incorporated as part of the pharmacotherapy management of inflammatory arthritis (IA). Adherence to bDMARDs is crucial to ensure treatment success in IA. However, most of the recent studies evaluated adherence level in patients using subcutaneous injections of bDMARDs utilized the indirect methods adapted from adherence assessment for oral medication. Aim: This study aimed to develop a questionnaire to assess adherence to the self-injectable subcutaneous bDMARDs. Methods: The development of the Subcutaneous bDMARDs Adherence Score (SCADS) involved evaluation of content validity. Literature reviews provide the basis for domain identification and item formation. Four experts evaluated the instrument by using a four-point ordinal scale with a rubric scoring on relevance, importance, and clarity of each item in measuring the overarching construct. The item-level content validity index (I-CVI) and the scale-level content validity index (S-CVI) were calculated. The factor structure and internal consistency reliability of SCADS were estimated using principal component analysis (PCA) and Cronbach's alpha, respectively. Results: Both S-CVI/UA (universal agreement) and the average item-level content validity index (S-CVI/Ave) (average) for the entire instrument showed excellent criteria with a value of >0.90. Cronbach's alpha coefficient value for SCADS was 0.707 indicating good internal consistency. All items showed corrected item-total correlation coefficients above 0.244. Questionnaire items with a factor loading of 0.30 or above were considered in the final factor solution. The factor analysis resulted in 3-factor solutions, which corresponded to 66.62% of the total variance. Conclusion: The SCADS is a consistent and reliable instrument for evaluating adherence among IA patients using the subcutaneous bDMARDs. It is simple to use, yet comprehensive but still requiring further clinical and international validation.
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Affiliation(s)
- Salmi Abdul Razak
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
- Hospital Tuanku Ja'afar Seremban, Seremban, Malaysia
| | - Mohd Makmor Bakry
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | | | - Chai-Eng Tan
- Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Adyani Md Redzuan
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
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Yeap SS, Gun SC, Das Gupta E, Veerapen K. Rheumatology in Malaysia. Rheumatol Int 2020; 40:829-836. [PMID: 32285145 DOI: 10.1007/s00296-020-04577-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 04/03/2020] [Indexed: 10/24/2022]
Abstract
Malaysia is a developing country in the South-East Asian region with a significant burden of disability from musculoskeletal disease. Rheumatology in Malaysia is a relatively young speciality. Currently, there is approximately 1 rheumatologist per 390,000 population, mostly concentrated in the urban areas. This article aims to give a brief overview of the research in rheumatology, the healthcare system, and rheumatology training and education in Malaysia. From 1950 until mid-2019, there were 547 publications about rheumatological conditions from Malaysia, with a 27-fold increase in the numbers from the period before 1980 compared to 2010-2019. Although there is universal access to healthcare through the public (government funded) hospitals and clinics, as well as a system of private healthcare, funding for expensive biological therapies remain patchy and scarce, leading to significant under-utilization of such treatments in rheumatology patients. Training in rheumatology in Malaysia is well established with a formalised training curriculum introduced in 2004, followed by the introduction of training in musculoskeletal ultrasound in 2006. To improve care for patients with musculoskeletal conditions, there has been regular continuing educational meetings and courses, not just for rheumatologists, but also for other medical professionals, as not all areas in Malaysia have easy access to rheumatology services. Thus overall, despite the small number of rheumatologists, rheumatology in Malaysia has made encouraging progress over the past 2 decades, but improvements in patient care, training, education and research need to continue in the future.
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Affiliation(s)
- Swan Sim Yeap
- Department of Medicine, Subang Jaya Medical Centre, 47500, Subang Jaya, Selangor, Malaysia.
| | - Suk Chyn Gun
- Department of Medicine, Hospital Tuanku Ja'afar, Seremban, Negeri Sembilan, Malaysia
| | - Esha Das Gupta
- Department of Internal Medicine, International Medical University, Seremban Campus, Seremban, Negeri Sembilan, Malaysia
| | - Kiran Veerapen
- Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
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Shaharir SS, Hussein H, Rajalingham S, Mohamed Said MS, Abdul Gafor AH, Mohd R, Mustafar R. Damage in the Multiethnic Malaysian Systemic Lupus Erythematosus (SLE) Cohort: Comparison with Other Cohorts Worldwide. PLoS One 2016; 11:e0166270. [PMID: 27846298 PMCID: PMC5112785 DOI: 10.1371/journal.pone.0166270] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 10/25/2016] [Indexed: 11/19/2022] Open
Abstract
Systemic Lupus Erythematosus (SLE) is a chronic autoimmune disease and despite the improvement in the survival in the past few decades, the morbidity due to disease damage remains significant. The objectives of this study were to investigate the disease damagepattern and determine the associated factors of damage in the multi-ethnic Malaysian SLE patients. We consecutively 424SLE patients who attended a consistent follow-up at the National University of Malaysia Medical Centre and Putrajaya Hospital were recruited. Disease damage was assessed using the SLICC/ACR (Systemic Lupus International Collaborating Clinics/American College of Rheumatology) Damage Index (SDI) scores. Information on their demographics and disease characteristics were obtained from the clinical record. Univariate analysis was performed and the best model of independent predictors of disease damage was determined by multivariate logistic regression analysis. A total of 182 patients (42.9%) had disease damage (SDI ≥1). A significantly higher number of Indian patients had disease/organ damage and they predominantly developed steroid-induced diabetes mellitus (SDM). Patients with corticosteroid-induced osteoporosis (CIOP) were more likely to be Malayswhile majority of patients who developed malignancy were Chinese (p<0.05). In the univariate and multivariate analyses, disease damage was significantly associated with age, Indian ethnicity, lower mean cumulative C3 level, neuropsychiatry lupus (NPSLE), and antiphospholipid syndrome (APLS). Patients who had ever and early treatment with hydroxychloroquine(HCQ)were less likely to develop disease damage while more patients who had received oral prednisolone ≥1mg/kg daily over 2 weeks had disease damage (p<0.05). In conclusion, there were inter-ethnic differences in the damage pattern and risks among SLE patients.
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Affiliation(s)
- Syahrul Sazliyana Shaharir
- Department of Internal Medicine, Pusat Perubatan Universiti Kebangsaan Malaysia (UKMMC), Jalan Yaacob Latiff, 56000 Kuala Lumpur, Malaysia
- * E-mail:
| | - Heselynn Hussein
- Department of Internal Medicine, Pusat Perubatan Universiti Kebangsaan Malaysia (UKMMC), Jalan Yaacob Latiff, 56000 Kuala Lumpur, Malaysia
- Department of Medicine, Putrajaya Hospital, Jalan P9, Presint 7, 62250 Putrajaya, Malaysia
| | - Sakthiswary Rajalingham
- Department of Internal Medicine, Pusat Perubatan Universiti Kebangsaan Malaysia (UKMMC), Jalan Yaacob Latiff, 56000 Kuala Lumpur, Malaysia
| | - Mohd Shahrir Mohamed Said
- Department of Internal Medicine, Pusat Perubatan Universiti Kebangsaan Malaysia (UKMMC), Jalan Yaacob Latiff, 56000 Kuala Lumpur, Malaysia
| | - Abdul Halim Abdul Gafor
- Department of Internal Medicine, Pusat Perubatan Universiti Kebangsaan Malaysia (UKMMC), Jalan Yaacob Latiff, 56000 Kuala Lumpur, Malaysia
| | - Rozita Mohd
- Department of Internal Medicine, Pusat Perubatan Universiti Kebangsaan Malaysia (UKMMC), Jalan Yaacob Latiff, 56000 Kuala Lumpur, Malaysia
| | - Ruslinda Mustafar
- Department of Internal Medicine, Pusat Perubatan Universiti Kebangsaan Malaysia (UKMMC), Jalan Yaacob Latiff, 56000 Kuala Lumpur, Malaysia
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Shahar MA, Hussein H, Sidi H, Shah SA, Mohamed Said MS. Sexual dysfunction and its determinants in Malaysian women with rheumatoid arthritis. Int J Rheum Dis 2012; 15:468-77. [DOI: 10.1111/j.1756-185x.2012.01753.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Affiliation(s)
- Mohammad A. Shahar
- Department of Internal Medicine; Kulliyyah of Medicine; International Islamic University Malaysia; Kuantan; Malaysia
| | | | - Hatta Sidi
- Department of Psychiatry; Universiti Kebangsaan Malaysia Medical Centre; Kuala Lumpur; Malaysia
| | - Shamsul A. Shah
- Department of Public Health; Universiti Kebangsaan Malaysia Medical Centre; Kuala Lumpur; Malaysia
| | - Mohd S. Mohamed Said
- Rheumatology Unit; Universiti Kebangsaan Malaysia Medical Centre; Kuala Lumpur; Malaysia
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ABDUL MUIZZ AM, MOHD SHAHRIR MS, SAZLIYANA S, OTEH M, SHAMSUL AS, HUSSEIN H. A cross-sectional study of diastolic dysfunction in rheumatoid arthritis and its association with disease activity. Int J Rheum Dis 2011; 14:18-30. [DOI: 10.1111/j.1756-185x.2010.01593.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Yeap SS. Comment on: Multicentre survey of rheumatoid arthritis patients from Ministry of Health rheumatology centres in Malaysia. Int J Rheum Dis 2010; 12:177-8; author reply 179. [PMID: 20374340 DOI: 10.1111/j.1756-185x.2009.01403.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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