2021
DOI: 10.3389/fgene.2021.635794
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Multi-Transcript Level Profiling Revealed Distinct mRNA, miRNA, and tRNA-Derived Fragment Bio-Signatures for Coping Behavior Linked Haplotypes in HPA Axis and Limbic System

Abstract: The molecular basis of porcine coping behavior (CB) relies on a sophisticated interplay of genetic and epigenetic features. Deep sequencing technologies allowed the identification of a plethora of new regulatory small non-coding RNA (sncRNA). We characterized mRNA and sncRNA profiles of central parts of the physiological stress response system including amygdala, hippocampus, hypothalamus and adrenal gland using systems biology for integration. Therefore, ten each of high- (HR) and low- (LR) reactive pigs (n =… Show more

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Cited by 6 publications
(6 citation statements)
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“…DIABLO is the first multivariate integrative classification method to identify correlated or co-expressed features from heterogeneous data sets. We used the N-integration supervised Sparse Partial Least Square Discriminant Analysis (SPLS-DA) approach for feature selection (Lê Cao et al, 2011;Gley et al, 2021). The block.…”
Section: Data Integrationmentioning
confidence: 99%
“…DIABLO is the first multivariate integrative classification method to identify correlated or co-expressed features from heterogeneous data sets. We used the N-integration supervised Sparse Partial Least Square Discriminant Analysis (SPLS-DA) approach for feature selection (Lê Cao et al, 2011;Gley et al, 2021). The block.…”
Section: Data Integrationmentioning
confidence: 99%
“…Whereas the hypothalamus from the high-reactive haplogroup evidenced an enrichment of 3 -tiRNAs, including 3 -tiRNA Gln , 3 -tiRNA Asn , 3 -tiRNA Val , 3 -tiRNA Cys , and 3 -tiRNA Ile . The same study suggests that 5 -tiRNA Leu , together with other miRNAs and mRNAs molecules, may have a specific function as a gene regulator and signalling molecules across coping behaviour haplogroups [116]. Comparative transcriptomic studies between primates and other mammals also revealed different expression profiles across species, suggesting that 5 -tiRNAs are more expressed in the hippocampus in primates, pigs, rats, and mice.…”
Section: Role Of Tirnas In Stress Signalling and Behaviourmentioning
confidence: 84%
“…have a specific function as a gene regulator and signalling molecules across coping behaviour haplogroups [116]. Comparative transcriptomic studies between primates and other mammals also revealed different expression profiles across species, suggesting that 5′-tiRNAs are more expressed in the hippocampus in primates, pigs, rats, and mice.…”
Section: Tsrna Databasesmentioning
confidence: 99%
“…Briefly, DIABLO is a multivariate integrative classification method created to identify correlated or co-expressed variables from heterogeneous datasets. Herein, the N-integration supervised Sparse PLS-DA approach for variable selection was performed to identify latent structures composed of strongly correlated variables across both datasets [ 22 , 23 ]. Firstly, optimal number of components and variables were selected with the perf function of the mixOmics package using cross-validation with 10 folds and 100 repetitions.…”
Section: Methodsmentioning
confidence: 99%