Gilman Kit-Hang Siu’s research while affiliated with The Hong Kong Polytechnic University and other places

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Publications (58)


Fig. 1. Transmission electron graph of R131.
Fig. 2. Genetic map of the chromosome of R131. Ring 1 and Ring 3 show the features annotated using PGAP. The innermost ring is a plot of G+C content across the genome. Selected CDS features are labelled with the name of the protein products of the genes. Each protein label is associated with a letter in a pair of brackets, with the letter 'I' representing the subcategory 'Invasion and intracellular resistance' by RAST, 'T' representing the Brite 'Bacterial toxins' and 'M' representing the Brite 'Bacterial motility proteins' or the 'Cell motility' KEGG pathways by BlastKOALA. The protein labels associated with the word 'core' are the core genes from the pan-genome analysis.
Antimicrobial susceptibility profile of R131 to 14 antibiotics
ANI values of the clustered sequences in the five genomes
dDDH values obtained through a comparison of the five genomes using GGDC 3.0, formula 2 (DDH calculated based on identities/HSP length)

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Scrofimicrobium appendicitidis sp. nov., isolated from a patient with ruptured appendicitis
  • Article
  • Full-text available

January 2025

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13 Reads

International Journal of Systematic and Evolutionary Microbiology

Hiu-Yin Lao

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Annette Y P Wong

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Timothy Ting-Leung Ng

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[...]

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Gilman Kit-Hang Siu

A clinical isolate, R131, was isolated from the peritoneal swab of a patient who suffered from ruptured appendicitis with abscess and gangrene in Hong Kong in 2018. Cells are facultatively anaerobic, non-motile, Gram-positive coccobacilli. Colonies were small, grey, semi-translucent, low convex and alpha-haemolytic. The bacterium grew on blood agar but not on Brain Heart Infusion (BHI) and Mueller–Hinton agars. It was negative for catalase, oxidase, indole and aesculin hydrolysis. The initial identification attempts via matrix-assisted laser desorption ionization–time of flight mass spectrometry and 16S rRNA gene sequencing yielded inconclusive results. The 16S rRNA gene analysis showed that R131 shared >99% nucleotide identity with certain uncultured Actinomycetales bacteria. In this retrospective investigation, a complete genome of R131 was constructed, disclosing a DNA G+C content of 64%. Phylogenetic analysis showed that the bacterium was mostly related to Scrofimicrobium canadense WB03_NA08, which was first described in 2020. However, its 16S rRNA gene shared only 94.15% nucleotide identity with that of S. canadense WB03_NA08. Notably, the orthoANI between R131 and S. canadense WB03_NA08 was 67.81%. A pan-genome analysis encompassing R131 and 4 Scrofimicrobium genomes showed 986 core gene clusters shared with the Scrofimicrobium species, along with 601 cloud genes. The average nucleotide identity comparisons within the pan-genome analysis ranged from 59.78 to 62.51% between R131 and the other Scrofimicrobium species. Correspondingly, the dDDH values ranged from 19.20 to 22.30%, while the POCP values spanned from 57.48 to 60.94%. Therefore, a novel species, Scrofimicrobium appendicitidis sp. nov., is proposed. The type strain is R131 T (=JCM 36615 T =LMG 33627 T ).

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Characteristics and pathogenicity of Vibrio alginolyticus SWS causing high mortality in mud crab (Scylla serrata) aquaculture in Hong Kong

July 2024

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223 Reads

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3 Citations

Introduction Vibrio alginolyticus is a Gram-negative, rod-shaped bacterium belonging to the family of Vibrionaceae, a common pathogen in aquaculture animals, However, studies on its impact on Scylla serrata (mud crabs) are limited. In this study, we isolated V. alginolyticus SWS from dead mud crab during a disease outbreak in a Hong Kong aquaculture farm, which caused up to 70% mortality during summer. Methods Experimental infection and histopathology were used to investigate the pathogenicity of V. alginolyticus SWS in S. serrata and validate Koch’s postulates. Comprehensive whole-genome analysis and phylogenetic analysis antimicrobial susceptibility testing, and biochemical characterization were also performed. Results Our findings showed that V. alginolyticus SWS caused high mortality (75%) in S. serrata with infected individuals exhibiting inactivity, loss of appetite, decolored and darkened hepatopancreas, gills, and opaque muscle in the claw. Histopathological analysis revealed tissue damage and degeneration in the hepatopancreas, gills, and claw muscle suggesting direct and indirect impacts of V. alginolyticus SWS infection. Conclusions This study provides a comprehensive characterization of V. alginolyticus SWS as an emerging pathogen in S. serrata aquaculture. Our findings underscore the importance of ongoing surveillance, early detection, and the development of targeted disease management strategies to mitigate the economic impact of vibriosis outbreaks in mud crab aquaculture.


The phylogeny of the local cases was determined by IQ-TREE. Lineages were classified by pangolin v4.2. The scale bar indicates the genetic distance between sequences. AY.127-, BA.2.2- and BA.2.12.1-related cases are in lilac, orange and lime green, respectively. BA.1 sub-lineages (red), BA.5 sub-lineages (green) and BA.4 sub-lineages (blue) were grouped and represented by asterisk symbol respectively for clearer illustration.
A time tree constructed using Nextstrain showing the dynamics of co-circulation of Omicron sub-variants in the community in 2022. Each strain was represented by a particular color. Wuhan-Hu-1 genome (NCBI accession number: MN908947.3) was used as the reference in the construction of this tree. Sub-lineages were represented by asterisk symbol for clearer presentation.
The total local infection cases during 2022. Data were adopted from DATA.GOV.HK.
The proportion of circulating lineages and monthly death rate (line) in Hong Kong throughout 2022. The total case number and death case number were adopted from DATA.GOV.HK. Each color represents a particular lineage. The monthly death rate was calculated by dividing the monthly number of positive cases by the monthly number of death cases.
Transmission Patterns of Co-Circulation of Omicron Sub-Lineages in Hong Kong SAR, China, a City with Rigorous Social Distancing Measures, in 2022

June 2024

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51 Reads

Objective: This study aimed to characterize the changing landscape of circulating SARS-CoV-2 lineages in the local community of Hong Kong throughout 2022. We examined how adjustments to quarantine arrangements influenced the transmission pattern of Omicron variants in a city with relatively rigorous social distancing measures at that time. Methods: In 2022, a total of 4684 local SARS-CoV-2 genomes were sequenced using the Oxford Nanopore GridION sequencer. SARS-CoV-2 consensus genomes were generated by MAFFT, and the maximum likelihood phylogeny of these genomes was determined using IQ-TREE. The dynamic changes in lineages were depicted in a time tree created by Nextstrain. Statistical analysis was conducted to assess the correlation between changes in the number of lineages and adjustments to quarantine arrangements. Results: By the end of 2022, a total of 83 SARS-CoV-2 lineages were identified in the community. The increase in the number of new lineages was significantly associated with the relaxation of quarantine arrangements (One-way ANOVA, F(5, 47) = 18.233, p < 0.001)). Over time, Omicron BA.5 sub-lineages replaced BA.2.2 and became the predominant Omicron variants in Hong Kong. The influx of new lineages reshaped the dynamics of Omicron variants in the community without fluctuating the death rate and hospitalization rate (One-way ANOVA, F(5, 47) = 2.037, p = 0.091). Conclusion: This study revealed that even with an extended mandatory quarantine period for incoming travelers, it may not be feasible to completely prevent the introduction and subsequent community spread of highly contagious Omicron variants. Ongoing molecular surveillance of COVID-19 remains essential to monitor the emergence of new recombinant variants.


Transmission Patterns of Co-Circulation of Omicron Sub-Lineages in Hong Kong SAR, China, a City with Rigorous Social Distancing Measures, in 2022

April 2024

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34 Reads

Objective: The study aimed to characterize the changing landscape of circulating SARS-CoV-2 lineages in the local community of Hong Kong throughout 2022. We examined how adjustments to quarantine arrangements influenced the transmission pattern of Omicron variants in a city with relatively rigorous social distancing measures at that time. Methods: In 2022, a total of 4,684 local SARS-CoV-2 genomes were sequenced using the Oxford Nanopore GridION sequencer. SARS-CoV-2 consensus genomes were generated by MAFFT, and the maximum likelihood phylogeny of these genomes were determined using IQ-TREE. The dynamic changes in lineages were depicted in a time tree created by Nextstrain. Statistical analysis was conducted to assess the correlation between changes in the number of lineages and adjustments to quarantine arrangements. Results: By the end of 2022, a total of 83 SARS-CoV-2 lineages were identified in the community. The increase in the number of new lineages was significantly associated with the relaxation of quarantine arrangements (One-way ANOVA, F(5,47)=18.233, p<0.001)). Over time, Omicron BA.5 sub-lineages replaced BA.2.2 and became the predominant Omicron variants in Hong Kong. The influx of new lineages reshaped the dynamics of Omicron variants in the community without fluctuating the death rate and hospitalization rate (One-way ANOVA, F(5,47)=2.037, p=0.091). Conclusion: The study revealed that even with an extended mandatory quarantine period for incoming travelers, it may not be feasible to completely prevent the introduction and subsequent community spread of highly contagious Omicron variants. Ongoing molecular surveillance of COVID-19 remains essential to monitor the emergence of new recombinant variants.



Treatment history of the clinical case. A 60-year-old patient presenting with presumptive symptoms of TB visited a chest clinic for medical consultation on 5 October 2015. A sputum sample was collected for AFB culture. On 28 October 2015, pulmonary TB was confirmed when the first M. tuberculosis strain, M_11806 (mother strain), was isolated. Standard anti-TB therapy (2HRZE) was initiated on 4 November 2015. However, despite treatment, the patient’s symptoms persisted. Two follow-up consultations took place on 7 December and 14 December 2015, during which two additional sputum samples were collected. Subsequently, on 11 January and 14 January 2016, two M. tuberculosis strains, D1_12327 and D2_12328 (daughter strains), were isolated from these samples. Consequently, the patient missed several medical appointments in February and March 2016. The patient sought medical consultation again on 27 March 2016. Phenotypic DSTs for INH and RIF were requested for all M. tuberculosis isolates (including the mother strain and the two daughter strains) collected from this case. On 9 May 2016, MDR-TB was confirmed based on the pDST results. Consequently, RIF and INH were discontinued and replaced with levofloxacin, para-aminosalicylic acid, and kanamycin on 17 May 2016. However, the patient defaulted the treatment in August 2016 due to unknown reasons. He returned to treatment in late November 2016. Disappointedly, he defaulted again 2 weeks later as he emigrated from Hong Kong.
24-loci MIRU-VNTR and spoligotyping of the three M. tuberculosis strains from the same patient.
Core-genome SNP phylogeny of the three M. tuberculosis strains in this study. Strains M_11806, D1_12327, and D2_12328 (indicated inside the red grid) had identical core genomes (i.e., no core genome SNP difference), suggesting that they belong to the same clone. Regarding the phylogenetic placement, these strains were clustered with other M. tuberculosis strains of lineage 2.2.2., which were also classified as Beijing/Asia Ancestral 1 sub-lineage.
MIC and catalase activity using the agar proportion method and semi-quantitative catalase activity of the katG transformants and H37Rv. The label on the plate indicates the serial dilution of INH in mg/L; N denoted drug-free well inoculated with neat bacterial concentration, i.e., 10,000 CFU/well; 10–2 denoted drug-free well inoculated with 1:99 diluted bacteria, i.e., 100 CFU/well. (a) H37Rv reference strain (wild; control) with MIC = 0.2 mg/L, catalase = 30 mm; (b)GA03 (pOLYG::M_11806) with MIC = 32 mg/L, catalase = 25 mm; (c) GA03 (pOLYG::D1_12327) with MIC = 256 mg/m, catalase = 3 mm; and (d) GA03 (pOLYG::D2_12328) with MIC = 256 mg/L, catalase = 1 mm.
KatG protein model of H37Rv (wildtype) and M. tuberculosis strains M_11806, D1_12327, and D3_12328 interacted with INH and heme.
Genetic mechanisms of co-emergence of INH-resistant Mycobacterium tuberculosis strains during the standard course of antituberculosis therapy

March 2024

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51 Reads

Microbiology Spectrum

The incidence of isoniazid (INH) resistant Mycobacterium tuberculosis is increasing globally. This study aimed to identify the molecular mechanisms behind the development of INH resistance in M. tuberculosis strains collected from the same patients during the standard course of treatment. Three M. tuberculosis strains were collected from a patient before and during antituberculosis (anti-TB) therapy. The strains were characterized using phenotypic drug susceptibility tests, Mycobacterial Interspersed Repeated Unit-Variable-Number Tandem Repeats (MIRU-VNTR), and whole-genome sequencing (WGS) to identify mutations associated with INH resistance. To validate the role of the novel mutations in INH resistance, the mutated katG genes were electroporated into a KatG-deleted M. tuberculosis strain (GA03). Three-dimensional structures of mutated KatG were modeled to predict their impact on INH binding. The pre-treatment strain was susceptible to INH. However, two INH-resistant strains were isolated from the patient after anti-TB therapy. MIRU-VNTR and WGS revealed that the three strains were clonally identical. A missense mutation (P232L) and a nonsense mutation (Q461Stop) were identified in the katG of the two post-treatment strains, respectively. Transformation experiments showed that katG of the pre-treatment strain restored INH susceptibility in GA03, whereas the mutated katG genes from the post-treatment strains rendered negative catalase activity and INH resistance. The protein model indicated that P232L reduced INH-KatG binding affinity while Q461Stop truncated gene transcription. Our results showed that the two katG mutations, P232L and Q461Stop, accounted for the co-emergence of INH-resistant clones during anti-TB therapy. The inclusion of these mutations in the design of molecular assays could increase the diagnostic performance. IMPORTANCE The evolution of drug-resistant strains of Mycobacterium tuberculosis within the lung lesions of a patient has a detrimental impact on treatment outcomes. This is particularly concerning for isoniazid (INH), which is the most potent first-line antimycobacterial drug. However, the precise genetic factors responsible for drug resistance in patients have not been fully elucidated, with approximately 15% of INH-resistant strains harboring unknown genetic factors. This raises concerns about the emergence of drug-resistant clones within patients, further contributing to the global epidemic of resistance. In this study, we revealed the presence of two novel katG mutations, which emerged independently due to the stress exerted by antituberculosis (anti-TB) treatment on a parental strain. Importantly, we experimentally demonstrated the functional significance of both mutations in conferring resistance to INH. Overall, this research sheds light on the genetic mechanisms underlying the evolution of INH resistance within patients and provides valuable insights for improving diagnostic performance by targeting specific mutations.


An AI-empowered indoor digital contact tracing system for COVID-19 outbreaks in residential care homes

February 2024

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27 Reads

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2 Citations

Infectious Disease Modelling

An AI-empowered indoor digital contact-tracing system was developed using a centralized architecture and advanced low-energy Bluetooth technologies for indoor positioning, with careful preservation of privacy and data security. We analyzed the contact pattern data from two RCHs and investigated a COVID-19 outbreak in one study site. To evaluate the effectiveness of the system in containing outbreaks with minimal contacts under quarantine, a simulation study was conducted to compare the impact of different quarantine strategies on outbreak containment within RCHs. The significant difference in contact hours between weekdays and weekends was observed for some pairs of RCH residents and staff during the two-week data collection period. No significant difference between secondary cases and uninfected contacts was observed in a COVID-19 outbreak in terms of their demographics and contact patterns. Simulation results based on the collected contact data indicated that a threshold of accumulative contact hours one or two days prior to diagnosis of the index case could dramatically increase the efficiency of outbreak containment within RCHs by targeted isolation of the close contacts. This study demonstrated the feasibility and efficiency of employing an AI-empowered system in indoor digital contact tracing of outbreaks in RCHs in the post-pandemic era.


The clinical utility of Nanopore 16S rRNA gene sequencing for direct bacterial identification in normally sterile body fluids

January 2024

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123 Reads

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5 Citations

The prolonged incubation period of traditional culture methods leads to a delay in diagnosing invasive infections. Nanopore 16S rRNA gene sequencing (Nanopore 16S) offers a potential rapid diagnostic approach for directly identifying bacteria in infected body fluids. To evaluate the clinical utility of Nanopore 16S, we conducted a study involving the collection and sequencing of 128 monomicrobial samples, 65 polymicrobial samples, and 20 culture-negative body fluids. To minimize classification bias, taxonomic classification was performed using 3 analysis pipelines: Epi2me, Emu, and NanoCLUST. The result was compared to the culture references. The limit of detection of Nanopore 16S was also determined using simulated bacteremic blood samples. Among the three classifiers, Emu demonstrated the highest concordance with the culture results. It correctly identified the taxon of 125 (97.7%) of the 128 monomicrobial samples, compared to 109 (85.2%) for Epi2me and 102 (79.7%) for NanoCLUST. For the 230 cultured species in the 65 polymicrobial samples, Emu correctly identified 188 (81.7%) cultured species, compared to 174 (75.7%) for Epi2me and 125 (54.3%) for NanoCLUST. Through ROC analysis on the monomicrobial samples, we determined a threshold of relative abundance at 0.058 for distinguishing potential pathogens from background in Nanopore 16S. Applying this threshold resulted in the identification of 107 (83.6%), 117 (91.4%), and 114 (91.2%) correctly detected samples for Epi2me, Emu, and NanoCLUST, respectively, in the monomicrobial samples. Nanopore 16S coupled with Epi2me could provide preliminary results within 6 h. However, the ROC analysis of polymicrobial samples exhibited a random-like performance, making it difficult to establish a threshold. The overall limit of detection for Nanopore 16S was found to be about 90 CFU/ml.


Comprehensive Identification of Pathogenic Microbes and Antimicrobial Resistance Genes in Food Products Using Nanopore Sequencing-Based Metagenomics

October 2023

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92 Reads

Foodborne pathogens, particularly antimicrobial-resistant (AMR) bacteria, remain a significant threat to global health. Conventional culture-based approaches for detecting infectious agents are limited in scope and time-consuming. Metagenomic sequencing of food products offers a rapid and comprehensive approach to detect pathogenic microbes, including AMR bacteria. In this study, we used nanopore-based metagenomic sequencing to detect pathogenic microbes and antimicrobial resistance genes (ARGs) in 260 food products, including raw meat, sashimi, and ready-to-eat (RTE) vegetables. We identified Clostridium botulinum and Staphylococcus aureus as the predominant foodborne pathogens in the food samples, particularly prevalent in fresh, peeled, and minced foods. Importantly, RTE-vegetables, which harbored Acinetobacter baumannii and Toxoplasma gondii as the dominant foodborne pathogens, displayed the highest abundance of carbapenem resistance genes among the different food types. Exclusive bla CTX-M gene-carrying plasmids were found in both RTE-vegetables and sashimi. Additionally, we assessed the impact of host DNA and sequencing depth on microbial profiling and ARG detection, highlighting the preference for nanopore sequencing over Illumina for ARG detection. A lower sequencing depth of around 25,000 is adequate for effectively profiling bacteria in food samples, whereas a higher sequencing depth of approximately 700,000 is required to detect ARGs. Our workflow provides insights into the development of food safety monitoring tools and can assess the potential risk to human health from foodborne pathogens and ARGs. This approach has the potential to revolutionize the screening of food products and enable more efficient and accurate detection of foodborne pathogens and ARGs, thereby reducing the risks of foodborne illness and improving public health.


Citations (43)


... The breeding industry for S. paramamosain has been rapidly expanding; however, the incidence of infectious diseases during the breeding process has been on the rise. Vibrio alginolyticus can cause high mortality in mud crab aquaculture (Kwok et al. 2024). Hemocyte, which are pivotal in the organism's defense against external pathogens, play an essential role in cellular immunity. ...

Reference:

Tachykinin regulates the innate immunity and disease resistance in Scylla paramamosain
Characteristics and pathogenicity of Vibrio alginolyticus SWS causing high mortality in mud crab (Scylla serrata) aquaculture in Hong Kong

... The studies that have been carried out have primarily focused on specific fermented foods or nonstandardized mixed vegetables, or they have involved isolating antibiotic-resistant microorganisms to analyze resistance profiling. 18,19 Unlike traditional culture-based methods, microbiome analysis provides an understanding of the diversity of an entire microbial community. It provides insights into how microbial communities change under specific environments or conditions and the effects of these changes. ...

Comprehensive identification of pathogenic microbes and antimicrobial resistance genes in food products using nanopore sequencing-based metagenomics
  • Citing Article
  • March 2024

Food Microbiology

... The application of Bluetooth technology in contact tracing during the COVID-19 pandemic is illustrated by Singapore's TraceTogether app and Hong Kong Special Administrative Region (SAR), China's LeaveHomeSafe app (9). These applications facilitate the encrypted exchange of identifiers between nearby devices, with the data being securely stored on the users' devices. ...

An AI-empowered indoor digital contact tracing system for COVID-19 outbreaks in residential care homes
  • Citing Article
  • February 2024

Infectious Disease Modelling

... Эффективность наборов SepsiTest™ была продемонстрирована как в диагностике бактериемий [15], а также диагностике других бактериальных инфекций [16,17]. Компания ONT предлагает набор для полноразмерного секвенирования гена 16S рРНК (фрагменты V1-V9), который позволяет проводить видовую идентификацию бактериальных возбудителей [18,19]. Необходимо обратить внимание, что использование только одного метода секвенирования 16S рРНК недостаточно для постановки диагноза. ...

The clinical utility of Nanopore 16S rRNA gene sequencing for direct bacterial identification in normally sterile body fluids

... Long-read sequencing technology provides a solution to the coverage limitations of NGS technology in viral quasispecies research 21 , yielding read lengths typically exceeding 1,000 bp. Few analytical work ows or software exist that are tailored for viral quasispecies exploration using long-read data, and these primarily focus on single nucleotide variant (SNV) calling, haplotype reconstruction, or quasispecies pro ling on an individual sample basis [25][26][27][28][29][30][31][32][33] . However, these packages do not fully address the unique challenges or harness the full potential of long-read sequencing for viral quasispecies analysis. ...

Long-Read Sequencing with Hierarchical Clustering for Antiretroviral Resistance Profiling of Mixed Human Immunodeficiency Virus Quasispecies

Clinical Chemistry

... While vaccines were key to dramatically decreasing COVID-19 burden 6 , they only offer partial protection against infection and immunity wanes over time [7][8][9][10][11] . In fact, as shown by the Omicron outbreaks in China in late 2022/ early 2023, COVID-19 still has the potential to put great pressure on healthcare systems 12,13 . This, coupled with the emergence of new SARS-CoV-2 variants, highlights the importance of studying mechanisms to mitigate future COVID-19 outbreaks. ...

Resurgence of Omicron BA.2 in SARS-CoV-2 infection-naive Hong Kong

... Burkholderia was one of the important genera that we have found that can cause respiratory disease in humans, such as glanders. It also exhibited widespread resistance to various antibiotics, including Aminoglycosides and Polymyxin B. Additionally, its potential for wind transmission poses significant risks to human health (Wu et al., 2023). In previous studies, the global geographic distribution map of environmental adaptability for Burkholderia has shown that the regions with the highest risk were in South Asia. ...

Probable Airborne Transmission of Burkholderia pseudomallei Causing an Urban Outbreak of Melioidosis during Typhoon Season in Hong Kong, China

... The concentration of organic matter is directly proportional to the total number of bacteria in the water and affects bacterial growth (Mahrus et al. 2020;Qian et al. 2023). The values of environmental parameters in mangrove sediments in relation to bacterial growth can change owing to bacterial adaptation and tolerance to fluctuations in physicochemical conditions (Lee et al. 2023). The calculation results show that the total bacterial count in the natural area is higher than in the polluted area, with average values of 6.2 × 10 4 CFU/g and 5.5 × 10 4 CFU/g, respectively. ...

Identification of microbial community in the urban environment: The concordance between conventional culture and nanopore 16S rRNA sequencing

... NAS just requires standard library preparation, while overcoming the need for DNA amplification, laborious and expensive experimental design or probe synthesis, and it offers real-time selective enrichment [16,17]. NAS has been used in clinical settings and for metagenomic sample enrichment [16,[18][19][20][21][22][23]. NAS is therefore a promising approach for studying target regions, especially those that are highly complex, such as disease-associated repeat loci in humans [17,24]. ...

Evaluation of Mycobacterium tuberculosis enrichment in metagenomic samples using ONT adaptive sequencing and amplicon sequencing for identification and variant calling

... 51 ). Another separate phylogenetic model of population IAR using GISAID sequences uploaded from multiple laboratories in Hong Kong as input also arrived at upper estimates between 33 and 49% (13-100%) by the week of 16 April 2022, which was similar to our mean estimate of 40% in the same week 52 . These independent estimates provide confidence that our reliance on healthy blood donors and voluntary child participants did not result in a material underestimate of COVID-19 seroprevalence in the general population. ...

Resurgence of Omicron BA.2 in SARS-CoV-2 infection-naive Hong Kong