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  1. Yong ASJ, Cheong MWL, Hamzah E, Teoh SL
    Qual Life Res, 2023 Aug;32(8):2391-2402.
    PMID: 36964453 DOI: 10.1007/s11136-023-03401-5
    PURPOSE: Due to the high burden of cancer-related suffering, it is paramount to understand the gaps in cancer care that lead to suffering. Advanced cancer patients have unmet needs and challenges that differ from those with early-stage cancer due to the rapid disease progression. By exploring advanced cancer patients' lived experiences and needs from the physical, psychological, social, and spiritual aspects, this study aims to identify gaps in the Malaysian health system and propose contextualised measures to improve cancer care.

    METHODS: Semi-structured, in-depth interviews were conducted to explore advanced cancer patients' lived experiences and needs from the physical, psychological, social, and spiritual aspects. The interviews were then transcribed and coded. Themes were developed from the codes using iterative thematic approach.

    RESULTS: The lived experiences and needs of nineteen patients converged into four major themes: disruption to daily lives, psychosocial and spiritual support system, information needs, and financial needs. This study described predominantly how cancer impacted patients' lives and livelihood, how patients coped with their psychological conditions after diagnosis, the need for effective communication and trust in a multicultural society, and how finance affected access to and experience of cancer care.

    CONCLUSION: Advanced cancer patients had different needs beyond receiving medical treatments. A concerted effort is required from clinicians, allied health professionals, social workers, support groups, and family members to understand and fulfil these needs.

  2. Loo JSE, Emtage AL, Ng KW, Yong ASJ, Doughty SW
    J Mol Graph Model, 2017 Dec 29;80:38-47.
    PMID: 29306746 DOI: 10.1016/j.jmgm.2017.12.017
    GPCR crystal structures have become more readily accessible in recent years. However, homology models of GPCRs continue to play an important role as many GPCR structures remain unsolved. The new crystal structures now available provide not only additional templates for homology modelling but also the opportunity to assess the performance of homology models against their respective crystal structures and gain insight into the performance of such models. In this study we have constructed homology models from templates of various transmembrane sequence identities for eight GPCR targets to better understand the relationship between transmembrane sequence identity and model quality. Model quality was assessed relative to the crystal structure in terms of structural accuracy as well as performance in two typical structure-based drug design applications: ligand binding pose prediction and docking enrichment in virtual screening. Crystal structures significantly outperformed homology models in both assessments. Accurate ligand binding pose prediction was possible but difficult to achieve using homology models, even with the use of induced fit docking. In virtual screening using homology models still conferred significant enrichment compared to random selection, with a clear benefit also observed in using models optimized through induced fit docking. Our results indicate that while homology models that are reasonably accurate structurally can be constructed, without significant refinement homology models will be outperformed by crystal structures in ligand binding pose prediction and docking enrichment regardless of the template used, primarily due to the extremely high level of structural accuracy needed for such applications.
  3. Yong ASJ, Lim YH, Cheong MWL, Hamzah E, Teoh SL
    Eur J Health Econ, 2021 Dec 02.
    PMID: 34853930 DOI: 10.1007/s10198-021-01407-9
    BACKGROUND: Understanding patient preferences in cancer management is essential for shared decision-making. Patient or societal willingness-to-pay (WTP) for desired outcomes in cancer management represents their preferences and values of these outcomes.

    OBJECTIVE: The aim of this systematic review is to critically evaluate how current literature has addressed WTP in relation to cancer treatment and achievement of outcomes.

    METHODS: Seven databases were searched from inception until 2 March 2021 to include studies with primary data of WTP values for cancer treatments or achievement of outcomes that were elicited using stated preference methods.

    RESULTS: Fifty-four studies were included in this review. All studies were published after year 2000 and more than 90% of the studies were conducted in high-income countries. Sample size of the studies ranged from 35 to 2040, with patient being the most studied population. There was a near even distribution between studies using contingent valuation and discrete choice experiment. Based on the included studies, the highest WTP values were for a quality-adjusted life year (QALY) ($11,498-$589,822), followed by 1-year survival ($3-$198,576), quality of life (QoL) improvement ($5531-$139,499), and pain reduction ($79-$94,662). Current empirical evidence suggested that improvement in QoL and pain reduction had comparable weights to survival in cancer management.

    CONCLUSION: This systematic review provides a summary on stated preference studies that elicited patient preferences via WTP and summarised their respective values. Respondents in this review had comparable WTP for 1-year survival and QoL, suggesting that improvement in QoL should be emphasised together with survival in cancer management.

  4. Yong ASJ, Lim KK, Fox-Rushby J, Ismail F, Hamzah E, Cheong MWL, et al.
    Value Health, 2023 Dec;26(12):1772-1781.
    PMID: 37741445 DOI: 10.1016/j.jval.2023.08.009
    OBJECTIVES: This study aims to quantify the preferences of patients with advanced cancer for quality of life (QoL) outcomes versus survival extension in Malaysia. The secondary aim of this study is to explore the change in preferences over time.

    METHODS: A discrete choice experiment was developed to include 7 attributes valued in cancer management: physical, psychological and social functioning, pain control, survival, place of death, and cost. Patients were recruited via convenience sampling from 2 Malaysian public hospitals. The survey questionnaire was administered to patients within 6 months of their cancer diagnosis with a follow-up 3 months later. Conditional logit regression was used to estimate the preference weight, relative attribute importance, and willingness to pay.

    RESULTS: One hundred valid responses were collected at baseline and 45 at follow-up. Respondents placed higher values on QoL improvements from severe to moderate or mild levels and to achieve home death over survival extension from 6 to 18 months. However, additional improvements (from moderate to mild) in some of the QoL outcomes were not valued as highly as life extension from 12 to 18 months, showing that it was vital for patients to avoid being in "severe" health dysfunction. Improving physical dysfunction from severe to mild yielded 3 times as much value as additional 1-year survival. After 3 months, the respondents' preferences changed significantly, with increased relative attribute importance of physical functioning, pain control, and cost.

    CONCLUSIONS: As QoL outcomes are valued more than survival, palliative care should be introduced as early as possible to alleviate suffering related to advanced cancer.

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