Browsing by Author "Zhuo-Lin Chong"
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- PublicationCOVID-19 collaborative modelling for policy response in the Philippines, Malaysia and Vietnam(2022)
;Angus Hughes ;Romain Ragonnet ;Pavithra Jayasundara ;Hoang-Anh Ngo ;Elvira de Lara-Tuprio ;Maria Regina Justina Estuar ;Timothy Robin Teng ;Law Kian Boon ;Kalaiarasu M. Peariasamy ;Zhuo-Lin Chong ;Izzuna Mudla M Ghazali ;Greg J. Fox ;Thu Anh Nguyen ;Linh-Vi Le ;Milinda Abayawardana ;David Shipman ;Emma S. McBryde ;Michael T. Meehan ;Jamie M. CaldwellJames M. TrauerMathematical models that capture COVID-19 dynamics have supported public health responses and policy development since the beginning of the pandemic,1,2 yet there is limited discourse to describe features of an optimal modelling platform to support policy decisions or how modellers and policy makers have engaged with each other. Here, we outline how we used a modelling software platform to support public health decision making for the COVID-19 response in the Western Pacific Region (WPR) countries of the Philippines, Malaysia and Viet Nam. This perspective describes an approach to support evidence-based public health deci sions and policy, which may help inform other responses to similar outbreak events. The platform we describe formed the basis for one of the inaugural World Health Organization (WHO) Western Pacific (WPRO) Innovation Challenge awards, and was backed by collaboration between epidemiological modellers, those providing public health advice, and policy makers. - PublicationHepatitis C virus (HCV) infection in Malaysia: findings from a nationwide cross-sectional study(2023)
;Eida Nurhadzira Muhammad ;Mohd Hatta Abdul Mutalip ;Zhuo-Lin Chong ;Huan-Keat Chan ;Fazidah Yuswan ;Noor Ani AhmadMuhammad Radzi Abu HassanBackground: The prevalence of hepatitis C virus (HCV) infection in Malaysia has been estimated at 2.5% of the adult population. Our objective, satisfying one of the directives of the WHO Framework for Global Action on Viral Hepatitis, was to forecast the HCV disease burden in Malaysia using modelling methods. Methods: An age-structured multi-state Markov model was developed to simulate the natural history of HCV infection. We tested three historical incidence scenarios that would give rise to the estimated prevalence in 2009, and calculated the incidence of cirrhosis, end-stage liver disease, and death, and disability-adjusted life-years (DALYs) under each scenario, to the year 2039. In the baseline scenario, current antiviral treatment levels were extended from 2014 to the end of the simulation period. To estimate the disease burden averted under current sustained virological response rates and treatment levels, the baseline scenario was compared to a counterfactual scenario in which no past or future treatment is assumed. Results: In the baseline scenario, the projected disease burden for the year 2039 is 94,900 DALYs/year (95% credible interval (CrI): 77,100 to 124,500), with 2,002 (95% CrI: 1340 to 3040) and 540 (95% CrI: 251 to 1,030) individuals predicted to develop decompensated cirrhosis and hepatocellular carcinoma, respectively, in that year. Although current treatment practice is estimated to avert a cumulative total of 2,200 deaths from DC or HCC, a cumulative total of 63,900 HCV-related deaths is projected by 2039. Conclusions: The HCV-related disease burden is already high and is forecast to rise steeply over the coming decades under current levels of antiviral treatment. Increased governmental resources to improve HCV screening and treatment rates and to reduce transmission are essential to address the high projected HCV disease burden in Malaysia.