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Transcriptomic and Metabolomic Analysis of Liver Cirrhosis
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Background:
Liver cirrhosis is one of the leading causes of decreased life expectancy
worldwide. However, the molecular mechanisms underlying liver cirrhosis remain unclear. In this
study, we performed a comprehensive analysis using transcriptome and metabolome sequencing to
explore the genes, pathways, and interactions associated with liver cirrhosis.
Methods:
We performed transcriptome and metabolome sequencing of blood samples from patients
with cirrhosis and healthy controls (1:1 matched for sex and age). We validated the differentially
expressed microRNA (miRNA) and mRNAs using real-time quantitative polymerase chain
reaction.
Results:
For transcriptome analysis, we screened for differentially expressed miRNAs and
mRNAs, analyzed mRNAs to identify possible core genes and pathways, and performed coanalysis
of miRNA and mRNA sequencing results. In terms of the metabolome, we screened five
pathways that were substantially enriched in the differential metabolites. Next, we identified the
metabolites with the most pronounced differences among these five metabolic pathways. We performed
receiver operating characteristic (ROC) curve analysis of these five metabolites to determine
their diagnostic efficacy for cirrhosis. Finally, we explored possible links between the transcriptome
and metabolome.
Conclusion:
Based on sequencing and bioinformatics, we identified miRNAs and genes that were
differentially expressed in the blood of patients with liver cirrhosis. By exploring pathways and
disease-specific networks, we identified unique biological mechanisms. In terms of metabolomes,
we identified novel biomarkers and explored their diagnostic efficacy. We identified possible
common pathways in the transcriptome and metabolome that could serve as candidates for further
studies.
Bentham Science Publishers Ltd.
Title: Transcriptomic and Metabolomic Analysis of Liver Cirrhosis
Description:
Background:
Liver cirrhosis is one of the leading causes of decreased life expectancy
worldwide.
However, the molecular mechanisms underlying liver cirrhosis remain unclear.
In this
study, we performed a comprehensive analysis using transcriptome and metabolome sequencing to
explore the genes, pathways, and interactions associated with liver cirrhosis.
Methods:
We performed transcriptome and metabolome sequencing of blood samples from patients
with cirrhosis and healthy controls (1:1 matched for sex and age).
We validated the differentially
expressed microRNA (miRNA) and mRNAs using real-time quantitative polymerase chain
reaction.
Results:
For transcriptome analysis, we screened for differentially expressed miRNAs and
mRNAs, analyzed mRNAs to identify possible core genes and pathways, and performed coanalysis
of miRNA and mRNA sequencing results.
In terms of the metabolome, we screened five
pathways that were substantially enriched in the differential metabolites.
Next, we identified the
metabolites with the most pronounced differences among these five metabolic pathways.
We performed
receiver operating characteristic (ROC) curve analysis of these five metabolites to determine
their diagnostic efficacy for cirrhosis.
Finally, we explored possible links between the transcriptome
and metabolome.
Conclusion:
Based on sequencing and bioinformatics, we identified miRNAs and genes that were
differentially expressed in the blood of patients with liver cirrhosis.
By exploring pathways and
disease-specific networks, we identified unique biological mechanisms.
In terms of metabolomes,
we identified novel biomarkers and explored their diagnostic efficacy.
We identified possible
common pathways in the transcriptome and metabolome that could serve as candidates for further
studies.
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