Michael Liu

Mr. Michael Liu

orcid

Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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23 June 2021 in PLOS ONE
Verified
Journal Article
Open access
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NBNiklas Bobrovitz
Niklas Bobrovitz
Rahul Krishan AroraRahul Krishan Arora
Rahul Krishan Arora
CCChristian Cao
Christian Cao
EBEmily Boucher
Emily Boucher
MLMichael Liu
Michael Liu
MCMatthew P. Cheng
Matthew P. Cheng
Background: Many studies report the seroprevalence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antibodies. We aimed to synthesize seroprevalence data to better estimate the level and distribution of SARS-CoV-2 infection, identify high-risk groups, and inform public health decision making.Methods: In this systematic review and meta-analysis, we searched publication databases, preprint servers, and grey literature sources for seroepidemiological study reports, from January 1, 2020 to December 31, 2020. We included studies that reported a sample size, study date, location, and seroprevalence estimate. We corrected estimates for imperfect test accuracy with Bayesian measurement error models, conducted meta-analysis to identify demographic differences in the prevalence of SARS-CoV-2 antibodies, and meta-regression to identify study-level factors associated with seroprevalence. We compared region-specific seroprevalence data to confirmed cumulative incidence. PROSPERO: CRD42020183634.Results: We identified 968 seroprevalence studies including 9.3 million participants in 74 countries. There were 472 studies (49%) at low or moderate risk of bias. Seroprevalence was low in the general population (median 4.5%, IQR 2.4–8.4%); however, it varied widely in specific populations from low (0.6% perinatal) to high (59% persons in assisted living and long-term care facilities). Median seroprevalence also varied by Global Burden of Disease region, from 0.6% in Southeast Asia, East Asia and Oceania to 19.5% in Sub-Saharan Africa (p<0.001). National studies had lower seroprevalence estimates than regional and local studies (p<0.001). Compared to Caucasian persons, Black persons (prevalence ratio [RR] 3.37, 95% CI 2.64–4.29), Asian persons (RR 2.47, 95% CI 1.96–3.11), Indigenous persons (RR 5.47, 95% CI 1.01–32.6), and multi-racial persons (RR 1.89, 95% CI 1.60–2.24) were more likely to be seropositive. Seroprevalence was higher among people ages 18–64 compared to 65 and over (RR 1.27, 95% CI 1.11–1.45). Health care workers in contact with infected persons had a 2.10 times (95% CI 1.28–3.44) higher risk compared to health care workers without known contact. There was no difference in seroprevalence between sex groups. Seroprevalence estimates from national studies were a median 18.1 times (IQR 5.9–38.7) higher than the corresponding SARS-CoV-2 cumulative incidence, but there was large variation between Global Burden of Disease regions from 6.7 in South Asia to 602.5 in Sub-Saharan Africa. Notable methodological limitations of serosurveys included absent reporting of test information, no statistical correction for demographics or test sensitivity and specificity, use of non-probability sampling and use of non-representative sample frames.Discussion: Most of the population remains susceptible to SARS-CoV-2 infection. Public health measures must be improved to protect disproportionately affected groups, including racial and ethnic minorities, until vaccine-derived herd immunity is achieved. Improvements in serosurvey design and reporting are needed for ongoing monitoring of infection prevalence and the pandemic response.

1 November 2021 in The Lancet Public Health
Verified
Journal Article
Open access
MLMichael Liu
Michael Liu
LLLinh Luong
Linh Luong
JLJames Lachaud
James Lachaud
HEHanie Edalati
Hanie Edalati
ARAaron Reeves
Aaron Reeves
SHStephen W Hwang
Stephen W Hwang
Adverse childhood experiences (ACEs) are strong risk factors for homelessness and poor health and functioning. We aimed to evaluate the lifetime prevalence of ACEs and their associations with health-related and functioning-related outcomes among homeless adults. In this systematic review and meta-analysis, we searched from database inception to Nov 11, 2020, for original and peer-reviewed studies in English that documented lifetime prevalence of ACEs or associations between ACEs and health-related or functioning-related outcomes. We selected studies if they included a definable group of homeless adults and measured at least four ACE categories. We calculated pooled estimates of lifetime prevalence of one or more ACEs and four or more ACEs with random-effects models. We used the leave-one-out method in sensitivity analyses and studied meta-regressions to explore potential moderators of ACE prevalence. We also did a narrative summary of associations between ACEs and health-related and functioning-related outcomes, as there were too few studies on each outcome for quantitative meta-analysis. This study is registered with PROSPERO, CRD42020218741. We identified 2129 studies through systematic search, of which 29 studies (16 942 individuals) were included in the systematic review, 20 studies (10 034 individuals) were included in the meta-analysis for one or more ACEs, and 15 studies (5693 individuals) were included in the meta-analysis for four or more ACEs. Studies included samples of adults experiencing homelessness in the USA, Canada, and the UK; participants in the included studies were predominantly male (65·2%) and mean ages ranged between 18·3 and 58·1 years, but many studies did not report race, ethnicity, and sexual and gender minority data. Lifetime prevalence of one or more ACEs among homeless adults was 89·8% (95% CI 83·7-93·7) and the lifetime prevalence of four or more ACEs was 53·9% (45·9-61·7). Considerable heterogeneity was identified in both meta-analyses (I2>95%). Of the potential moderators analysed, the ACE measurement tool significantly moderated the estimated lifetime prevalence of one or more ACEs and four or more ACEs, and age also significantly moderated the estimated lifetime prevalence of four or more ACEs. In the narrative synthesis, ACEs were consistently positively associated with high suicidality (two studies), suicide attempt (three studies), major depressive disorder (two studies), substance misuse (two studies), and adult victimisation (two studies). The lifetime prevalence of ACEs is substantially higher among homeless adults than among the general population, and ACE exposure might be associated with prevalence of mental illness, substance misuse, and victimisation. Policy efforts and evidence-based interventions are urgently needed to prevent ACEs and address associated poor outcomes among this population. Rhodes Trust and Canadian Institutes of Health Research.

3 May 2019 in Science Advances
Verified
Journal Article
Open access
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MFM. Feng
M. Feng
JJJoy Qiu Jin
Joy Qiu Jin
LXL. Xia
L. Xia
TXT. Xiao
T. Xiao
SMS. Mei
S. Mei
DZDi Zhu
Di Zhu
Pharmacological inhibition of β-catenin/BCL9 interaction modulates T reg cells and improves immunotherapy.

1 August 2020 in JAMA Internal Medicine
Verified
Journal Article
Open access
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MLMichael Liu
Michael Liu
TCTheodore L. Caputi
Theodore L. Caputi
MDMark Dredze
Mark Dredze
AKAaron S. Kesselheim
Aaron S. Kesselheim
JAJohn W. Ayers
John W. Ayers
There are no highly effective prescription drug therapies supported by any reliable evidence for the ongoing coronavirus disease 2019 (COVID-19) pandemic of severe acute respiratory syndrome coronavirus 2. However, fears among the public can lead to searches for unproven therapies. Therefore, when several high-profile figures, including entrepreneur Elon Musk and President Donald Trump, endorsed the use of chloroquine, a malarial prophylaxis drug, and hydroxychloroquine (with the antibiotic azithromycin), a lupus and rheumatoid arthritis treatment, to treat COVID-19, it drew massive public attention that could shape individual decision-making.

1 June 2020 in American Journal of Preventive Medicine
Verified
Journal Article
Closed access
MLMichael Liu
Michael Liu
CMCilia Mejia-Lancheros
Cilia Mejia-Lancheros
JLJames Lachaud
James Lachaud
RNRosane Nisenbaum
Rosane Nisenbaum
VSVicky Stergiopoulos
Vicky Stergiopoulos
SHStephen Hwang
Stephen Hwang

1 August 2024 in JAMA Internal Medicine
Verified
Journal Article
Closed access
PDF file
MLMichael Liu
Michael Liu
VPVishal R. Patel
Vishal R. Patel
SRSari L. Reisner
Sari L. Reisner
AKAlex S. Keuroghlian
Alex S. Keuroghlian
This cross-sectional study examines self-reported poor or fair health status, frequent mental distress, and depression among transgender and gender-diverse respondents compared with cisgender respondents to the 2014 to 2022 Behavioral Risk Factor Surveillance System.