THESIS
2022
1 online resource (xiii, 140 pages) : illustrations (chiefly color)
Abstract
Human body encompasses a huge number of microorganisms, which constitute the human
microbiome. These microbes are in active interactions with immune system and play important
role in maintaining health. Traditional studies of human microbes mainly focused on infection-causing
single pathogens and ignored impact from the whole microbial community. Metagenomic
and metatranscriptomic next-generation sequencing (mNGS) has emerged as a promising
technology that can not only be used for pan-pathogen detection but has also enabled the
illustration of whole microbial composition and function. Here, I will demonstrate two applications
of mNGS in monitoring human diseases: 1) In the first study, we have explored multiple
components of blood cell-free DNA (cfDNA) from ICU patients using metagenomi...[
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Human body encompasses a huge number of microorganisms, which constitute the human
microbiome. These microbes are in active interactions with immune system and play important
role in maintaining health. Traditional studies of human microbes mainly focused on infection-causing
single pathogens and ignored impact from the whole microbial community. Metagenomic
and metatranscriptomic next-generation sequencing (mNGS) has emerged as a promising
technology that can not only be used for pan-pathogen detection but has also enabled the
illustration of whole microbial composition and function. Here, I will demonstrate two applications
of mNGS in monitoring human diseases: 1) In the first study, we have explored multiple
components of blood cell-free DNA (cfDNA) from ICU patients using metagenomic sequencing.
Both the human and microbial cfDNA fragments contain information about the disease condition.
After integrating these multifaceted cfDNA information, we can achieve very good performance
for diagnosis of sepsis and moderate results for prediction of clinical outcome at an early stage; 2)
In the second project, we have revealed altered microbial composition and function, as well as
high risk of secondary infections caused by pathogens other than SARS-CoV-2 in COVID-19
patients. By comparing the microbial features in different body sites, gut microbiome seems to be
more directly affected by SARS-CoV-2 abundance as compared to that in the respiratory tract.
Moreover, we didn’t observe restoration of microbial composition during the study period. The
results suggest that SARS-CoV-2 infection could have a long-time effect on human microbiome,
which deserves more attention for the management of COVID-19 patients.
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