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1.
Bioeng Transl Med ; 8(6): e10490, 2023 Nov.
Article in English | MEDLINE | ID: mdl-38023718

ABSTRACT

Despite being a convenient clinical substrate for biomonitoring, saliva's widespread utilization has not yet been realized. The non-Newtonian, heterogenous, and highly viscous nature of saliva complicate the development of automated fluid handling processes that are vital for accurate diagnoses. Furthermore, conventional saliva processing methods are resource and/or time intensive precluding certain testing capabilities, with these challenges aggravated during a pandemic. The conventional approaches may also alter analyte structure, reducing application opportunities in point-of-care diagnostics. To overcome these challenges, we introduce the SHEAR saliva collection device that mechanically processes saliva, in a rapid and resource-efficient way. We demonstrate the device's impact on reducing saliva's viscosity, improving sample's uniformity, and increasing diagnostic performance of a COVID-19 rapid antigen test. Additionally, a formal user experience study revealed generally positive comments. SHEAR saliva collection device may support realization of the saliva's potential, particularly in large-scale and/or resource-limited settings for global and community diagnostics.

2.
NPJ Digit Med ; 5(1): 83, 2022 Jun 30.
Article in English | MEDLINE | ID: mdl-35773329

ABSTRACT

IDentif.AI-x, a clinically actionable artificial intelligence platform, was used to rapidly pinpoint and prioritize optimal combination therapies against COVID-19 by pairing a prospective, experimental validation of multi-drug efficacy on a SARS-CoV-2 live virus and Vero E6 assay with a quadratic optimization workflow. A starting pool of 12 candidate drugs developed in collaboration with a community of infectious disease clinicians was first narrowed down to a six-drug pool and then interrogated in 50 combination regimens at three dosing levels per drug, representing 729 possible combinations. IDentif.AI-x revealed EIDD-1931 to be a strong candidate upon which multiple drug combinations can be derived, and pinpointed a number of clinically actionable drug interactions, which were further reconfirmed in SARS-CoV-2 variants B.1.351 (Beta) and B.1.617.2 (Delta). IDentif.AI-x prioritized promising drug combinations for clinical translation and can be immediately adjusted and re-executed with a new pool of promising therapies in an actionable path towards rapidly optimizing combination therapy following pandemic emergence.

5.
Int J Health Plann Manage ; 32(1): 36-49, 2017 Jan.
Article in English | MEDLINE | ID: mdl-26119067

ABSTRACT

INTRODUCTION: With population health management being a priority in the Singapore, this paper aims to provide a data-driven perspective of the population health management initiatives to aid program planning and serves as a baseline for evaluation of future implemented programs. METHODS: A database with information on patient demographics, health services utilization, cost, diagnoses and chronic disease information from 2008 to 2013 for three regional health systems in Singapore was used for analysis. Patients with three or more inpatient admissions were considered as "Frequent Admitters." Health service utilization was quantified, and cross utilization of services was studied. One-year readmission rate for inpatients was studied, and a predictive model for readmission or death was developed. RESULTS: There were a total of 2.8 M patients in the database. Frequent admitters accounted for 0.9% of all patients with an average cost per patient of S$29 547. Of these, 89% had chronic diseases. Cross utilization of health services showed that 8.2% of the patients utilized services from more than one hospital with 19.6% utilizing hospital and polyclinic services in 2013. The highest risk of readmission or death was for those patients who had five or more inpatient episodes in each of the preceding 2 years. CONCLUSION: By understanding the profile of the patients and their utilization patterns in the three regional health systems, our study will help clinicians and decision makers design appropriate integrated care programs for patients with the aim of covering the healthcare needs for the enitre population across the healthcare spectrum in Singapore. Copyright © 2015 John Wiley & Sons, Ltd.


Subject(s)
Health Services/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Databases, Factual , Female , Health Services/economics , Humans , Male , Middle Aged , Patient Readmission , Singapore , Young Adult
6.
Lancet Glob Health ; 3(8): e496-e500, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26187492

ABSTRACT

The future of human wellbeing and security depends on our ability to deal with the multiple effects of globalisation and on adoption of a new paradigm and philosophy for living and for health that emphasises people's wellbeing and social justice. Such was the topic of the inaugural Raffles Dialogue on Human Wellbeing and Security held in Singapore on Feb 2-3, 2015. Participants agreed that, to achieve these goals, four conditions must be met. First, equity must be integral to the implementation of technology. Second, there is an urgent need for innovations within our global institutions to make them "fit for purpose" in a rapidly changing world. Third, we must find the right balance between the roles of government and markets so that all those in need can access affordable medicine and health care. Finally, we must realise that we live in a small and interdependent "global village", where Asian countries need to assume greater leadership of our global village councils. This is the great imperative of our times.


Subject(s)
Biomedical Technology/standards , Global Health , Health Services Accessibility/standards , Social Justice , Biomedical Technology/economics , Congresses as Topic , Developing Countries/economics , Health Services Accessibility/economics , Humans , International Cooperation , Male
7.
PLoS One ; 9(5): e97787, 2014.
Article in English | MEDLINE | ID: mdl-24858917

ABSTRACT

High prevalence of infection with high-risk human papilloma virus (HPV) ranging from 25 to 100% (average 31%) was observed in breast cancer (BC) patients in Singapore using novel DNA chip technology. Early stage of BC demonstrated higher HPV positivity, and BC positive for estrogen receptor (ER) showed significantly higher HPV infection rate. This unique association of HPV with BC in vivo prompted us to investigate a possible involvement of HPV in early stages of breast carcinogenesis. Using normal breast epithelial cells stably transfected with HPV-18, we showed apparent upregulation of mRNA for the cytidine deaminase, APOBEC3B (A3B) which is reported to be a source of mutations in BC. HPV-induced A3B overexpression caused significant γH2AX focus formation, and DNA breaks which were cancelled by shRNA to HPV18 E6, E7 and A3B. These results strongly suggest an active involvement of HPV in the early stage of BC carcinogenesis via A3B induction.


Subject(s)
Breast Neoplasms/pathology , Breast Neoplasms/virology , Carcinogenesis , Cytidine Deaminase/metabolism , Papillomaviridae/physiology , Adult , Aged , Breast Neoplasms/diagnosis , Breast Neoplasms/metabolism , Cell Transformation, Viral , Cytidine Deaminase/deficiency , Cytidine Deaminase/genetics , Female , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Genomic Instability , HEK293 Cells , Humans , Mammary Glands, Human/metabolism , Mammary Glands, Human/pathology , Middle Aged , Minor Histocompatibility Antigens , Prognosis , Receptors, Estrogen/metabolism , Time Factors
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