Metatranscriptomic Insights into Host-Microbiome Interactions Underlying Asymptomatic COVID-19 Cases
Chowdhury, S. F.; Sarkar, M. H.; Al Sium, S. M.; Naser, S. R.; Hossain, M. S.; Habib, M. A.; Akter, S.; Banu, T. A.; Goswami, B.; Jahan, I.; Chakrovarty, T.; Molla, M. M. A.; Nafisa, T.; Yeasmin, M.; Ghosh, A. K.; Khan, M. S.
Show abstract
In recent years, the research on Coronavirus disease 2019 (COVID-19) has surged rapidly due to its infectious nature and epidemiological importance as a pandemic. Association of other pathogenic microbes or different human microbiomes with COVID-19 severity is well established. While much is known about COVID-19, studies exploring how host-pathogen interactions at the transcriptomic level influence disease severity are still limited. This research focuses on metatranscriptomic perspective of COVID-19 patients from different Bangladeshi cohorts. Metatranscriptomic sequencing was performed using the extracted RNA of forty different nasopharyngeal samples. After preprocessing and assembly of the genome sequence data, taxonomic identification and diversity along with antibiotic resistance pattern was analyzed using different bioinformatic pipelines. COVID-19 positive and asymptomatic positive patients had a higher abundance of pathogenic and multidrug resistant bacteria whereas the Healthy or recovered patients had higher fungal population. Differential gene expression analysis was also performed to identify the upregulated and downregulated genes responsible for different biological and immunological pathways of humans. Here, immunological response related genes were mostly upregulated in positive cases which was also evident in the proinflammatory cytokines upregulation. Moreover, asymptomatic positive cases showed low TLR-4 expression, which is key to recognizing pathogen-associated molecular patterns (PAMPs) and triggering pro-inflammatory immune responses. This study can clarify the gene expression and signaling pattern of COVID-19 patients with different severity. This may also suggest that some populations exhibit reduced basal expression of TLR-4, which may suppress innate immune activation following infection and contribute to asymptomatic clinical outcomes; however, this hypothesis requires further investigation. Future studies should aim to validate these associations using larger, ethnically diverse cohorts with comprehensive clinical and demographic data.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A proteomic perspective and involvement of cytokines in SARS-CoV-2 infection 96%
- Epidemiological, clinical, and laboratory findings for patients of different age groups with confirmed coronavirus disease 2019 (COVID-19) in a hospital in Saudi Arabia 95%
- Whole Genome Sequencing Analysis of Spike D614G Mutation Reveals Unique SARS-CoV-2 Lineages of B.1.524 and AU.2 in Malaysia 95%
Similar papers in this journal
- Investigating the eukaryotic host-like SLiMs in microbial mimitopes and their potential as novel drug targets for treating autoimmune diseases 95%
- Nasopharyngeal microbial communities of patients infected with SARS-COV-2 that developed COVID-19. 95%
- Comparative transcriptome analysis reveals the intensive early-stage responses of host cells to SARS-CoV-2 infection 94%
Similar papers in this journal
- The Spike protein of SARS-coV2 19B (S) clade mirrors critical features of viral adaptation and coevolution 93%
- Exploring the phytobeneficial and biocontrol capacities of endophytic bacteria isolated from hybrid vanilla pods 93%
- Pathogenicity of urinary tract infection Escherichia coli in Caenorhabditis elegans 93%
Similar papers in this journal
- Relative expression of pro-inflammatory molecules in COVID-19 patients manifested disease severities 96%
- The antibody response to the glycan α-Gal correlates with COVID-19 disease symptoms 95%
- Detection of Lumpy Skin Disease Virus Reads in the Human Upper Respiratory Tract Microbiome Requires Further Investigation 94%
Similar papers in this journal
- Clinical, immunological and genomic characterization of asymptomatic and symptomatic cases with SARS-CoV-2 infection, India 95%
- Persistent bacterial coinfection of a COVID-19 patient caused by a genetically adapted Pseudomonas aeruginosa chronic colonizer 94%
- How Concerning Is A SARS-COV-2 Variant Of Concern? Computational Predictions And The Variants Labeling System 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.