scholarly journals A Multilayer Interactome Network Constructed in a Forest Poplar Population Mediates the Pleiotropic Control of Complex Traits

2021 ◽  
Vol 12 ◽  
Author(s):  
Huiying Gong ◽  
Sheng Zhu ◽  
Xuli Zhu ◽  
Qing Fang ◽  
Xiao-Yu Zhang ◽  
...  

The effects of genes on physiological and biochemical processes are interrelated and interdependent; it is common for genes to express pleiotropic control of complex traits. However, the study of gene expression and participating pathways in vivo at the whole-genome level is challenging. Here, we develop a coupled regulatory interaction differential equation to assess overall and independent genetic effects on trait growth. Based on evolutionary game theory and developmental modularity theory, we constructed multilayer, omnigenic networks of bidirectional, weighted, and positive or negative epistatic interactions using a forest poplar tree mapping population, which were organized into metagalactic, intergalactic, and local interstellar networks that describe layers of structure between modules, submodules, and individual single nucleotide polymorphisms, respectively. These multilayer interactomes enable the exploration of complex interactions between genes, and the analysis of not only differential expression of quantitative trait loci but also previously uncharacterized determinant SNPs, which are negatively regulated by other SNPs, based on the deconstruction of genetic effects to their component parts. Our research framework provides a tool to comprehend the pleiotropic control of complex traits and explores the inherent directional connections between genes in the structure of omnigenic networks.

Author(s):  
Emmanuel Lecorche ◽  
Côme Daniau ◽  
Kevin La ◽  
Faiza Mougari ◽  
Hanaa Benmansour ◽  
...  

Abstract Background Post-surgical infections due to Mycobacterium chimaera appeared as a novel nosocomial threat in 2015, with a worldwide outbreak due to contaminated heater-cooler units used in open chest surgery. We report the results of investigations conducted in France including whole genome sequencing comparison of patient and HCU isolates. Methods We sought M. chimaera infection cases from 2010 onwards through national epidemiological investigations in healthcare facilities performing cardiopulmonary bypass together with a survey on good practices and systematic heater-cooler unit microbial analyses. Clinical and HCU isolates were subjected to whole genome sequencing analyzed with regards to the reference outbreak strain Zuerich-1. Results Only two clinical cases were shown to be related to the outbreak, although 23% (41/175) heater-cooler units were declared positive for M. avium complex. Specific measures to prevent infection were applied in 89% (50/56) healthcare facilities although only 14% (8/56) of them followed the manufacturer maintenance recommendations. Whole genome sequencing comparison showed that the clinical isolates and 72% (26/36) of heater-cooler unit isolates belonged to the epidemic cluster. Within clinical isolates, 5 to 9 non-synonymous single nucleotide polymorphisms were observed, among which an in vivo mutation in a putative efflux pump gene observed in a clinical isolate obtained for one patient under antimicrobial treatment. Conclusions Cases of post-surgical M. chimaera infections were declared to be rare in France, although heater-cooler units were contaminated as in other countries. Genomic analyses confirmed the connection to the outbreak and identified specific single nucleotide polymorphisms, including one suggesting fitness evolution in vivo.


2016 ◽  
Vol 283 (1835) ◽  
pp. 20160569 ◽  
Author(s):  
M. E. Goddard ◽  
K. E. Kemper ◽  
I. M. MacLeod ◽  
A. J. Chamberlain ◽  
B. J. Hayes

Complex or quantitative traits are important in medicine, agriculture and evolution, yet, until recently, few of the polymorphisms that cause variation in these traits were known. Genome-wide association studies (GWAS), based on the ability to assay thousands of single nucleotide polymorphisms (SNPs), have revolutionized our understanding of the genetics of complex traits. We advocate the analysis of GWAS data by a statistical method that fits all SNP effects simultaneously, assuming that these effects are drawn from a prior distribution. We illustrate how this method can be used to predict future phenotypes, to map and identify the causal mutations, and to study the genetic architecture of complex traits. The genetic architecture of complex traits is even more complex than previously thought: in almost every trait studied there are thousands of polymorphisms that explain genetic variation. Methods of predicting future phenotypes, collectively known as genomic selection or genomic prediction, have been widely adopted in livestock and crop breeding, leading to increased rates of genetic improvement.


2021 ◽  
Author(s):  
Li-Ching Lee ◽  
Ming-Tsan Su ◽  
Hsing-Ying Huang ◽  
Ying-Chun Cho ◽  
Ting-Kuang Yeh ◽  
...  

Abstract The glutamatergic signaling pathway is involved in molecular learning and human cognitive ability. Specific single nucleotide polymorphisms (SNPs) in the genes encoding NMDA receptor subunits have been associated with neuropsychiatric disorders by altering glutamate transmission. But how these polymorphisms associated with cognition and brain psychological activities were rarely been explored in healthy adolescents. In this study, we screened SNPs of the glutamatergic signaling pathway to identify genetic variants associated with cognitive ability. We found that single nucleotide polymorphisms (SNPs) in subunits of ionotropic glutamate receptors, including GRIA1, GRINN1, GRIN2B, GRIN2C, GRIN3A, GRIN3B, and Calcium/ Calmodulin-dependent protein kinase II α (CaMK2A) associated with the cognitive function of students. Importantly, the plasma CaMK2A levels correlated positively with the cognitive ability of senior high school students in Taiwan. We demonstrated that the elevated CaMK2A increased its autophosphorylation at T286 and increased the expression of its downstream targets, including GRIA1 and phosphor GRIA1 in vivo. Additionally, the Methyl CpG binding protein 2 (MeCP2), a downstream target of CaMK2A, can activate the expression of CaMK2A, suggesting that MeCP2 and CaMK2A could form a positive feedback loop. In summary, we concluded that members of the glutamatergic signaling, CaMK2A, and MeCP2 were implicated in the cognitive ability of adolescents, and alternating in the CaMK2A expressing may have collective effects on the cognitive ability of youths.


2017 ◽  
Vol 27 (12) ◽  
pp. 454-463 ◽  
Author(s):  
Rachel J. Eclov ◽  
Mee J. Kim ◽  
Aparna Chhibber ◽  
Robin P. Smith ◽  
Nadav Ahituv ◽  
...  

2006 ◽  
Vol 72 (5) ◽  
pp. 3785-3787 ◽  
Author(s):  
Jan Rupp ◽  
Werner Solbach ◽  
Jens Gieffers

ABSTRACT Single-nucleotide polymorphisms (SNPs) are targets to discriminate intraspecies diversity of bacteria and to correlate a genotype with a potential pathotype. Quantification of polygenotypic populations supports this task for in vitro and in vivo applications. We present a novel assay capable of quantifying mixtures of two genotypes differing by only one SNP.


2009 ◽  
Vol 77 (8) ◽  
pp. 3284-3293 ◽  
Author(s):  
Kyle H. Ramsey ◽  
Ira M. Sigar ◽  
Justin H. Schripsema ◽  
Cecele J. Denman ◽  
Anne K. Bowlin ◽  
...  

ABSTRACT The mouse chlamydial pathogen Chlamydia muridarum has been used as a model organism for the study of human Chlamydia trachomatis urogenital and respiratory tract infections. To date, two commonly used C. muridarum isolates have been used interchangeably and are essentially taken to be identical. Herein, we present data that indicate that this is not the case. The C. muridarum Weiss isolate and C. muridarum Nigg isolate varied significantly in their virulences in vivo and possessed different growth characteristics in vitro. Distinct differences were observed in intravaginal 50% infectious doses and in challenge infections, with the Weiss isolate displaying greater virulence. Respiratory infection by the intranasal route also indicated a greater virulence of the Weiss isolate. In vitro, morphometric analysis revealed that the Weiss isolate produced consistently smaller inclusions in human cervical adenocarcinoma cells (HeLa 229) and smaller plaques in monolayers of mouse fibroblasts (L929) than did the Nigg isolate. In addition, the Weiss isolate possessed significantly higher replicative yields in vitro than did the Nigg isolate. In plaque-purified isolates derived from our stocks of these two strains, total genomic sequencing identified several unique nonsynonymous single nucleotide polymorphisms and insertion/deletion mutations when our Weiss (n = 4) and Nigg (n = 5) isolates were compared with the published Nigg sequence. In addition, the two isolates shared 11 mutations compared to the published Nigg sequence. These results prove that there is genotypic and virulence diversity among C. muridarum isolates. These findings can be exploited to determine factors related to chlamydial virulence and immunity.


2020 ◽  
Author(s):  
Ada Admin ◽  
Ana Eufrásio ◽  
Chiara Perrod ◽  
Marta Duque ◽  
Fábio J.Ferreira ◽  
...  

Many single nucleotide polymorphisms (SNPs) associated to type 2 diabetes overlap with putative endocrine pancreatic enhancers, suggesting that these SNPs modulate enhancer activity and consequently, gene expression. We performed <i>in vivo</i> mosaic transgenesis assays in zebrafish to quantitatively test the enhancer activity of type 2 diabetes-associated <i>loci</i>. Six out of ten tested sequences are endocrine pancreatic enhancers. The risk variant of two sequences decreased enhancer activity, while in another two incremented it. One of the latter (rs13266634) locates in a <i>SLC30A8 </i>exon, encoding a tryptophan-to-arginine substitution that decreases <i>SLC30A8 </i>function, being the canonical explanation for type 2 diabetes risk association. However, other type 2 diabetes associated SNPs that truncate SLC30A8, confer protection to this disease, contradicting this explanation. Here, we clarify this incongruence showing that rs13266634 boosts the activity of an overlapping enhancer, suggesting a SLC30A8 gain-of-function as the cause for the increased risk for the disease. We further dissected the functionality of this enhancer finding a single nucleotide mutation sufficient to impair its activity. Overall, this work assesses <i>in vivo</i> the importance of disease-associated SNPs in the activity of endocrine pancreatic enhancers, including a poorly explored case where a coding SNP modulates the activity of an enhancer.


Cholesterol ◽  
2014 ◽  
Vol 2014 ◽  
pp. 1-19 ◽  
Author(s):  
Francisco R. Marín-Martín ◽  
Cristina Soler-Rivas ◽  
Roberto Martín-Hernández ◽  
Arantxa Rodriguez-Casado

Disease phenotypes and defects in function can be traced to nonsynonymous single nucleotide polymorphisms (nsSNPs), which are important indicators of action sites and effective potential therapeutic approaches. Identification of deleterious nsSNPs is crucial to characterize the genetic basis of diseases, assess individual susceptibility to disease, determinate molecular and therapeutic targets, and predict clinical phenotypes. In this study using PolyPhen2 and MutPred in silico algorithms, we analyzed the genetic variations that can alter the expression and function of the ABCA1 gene that causes the allelic disorders familial hypoalphalipoproteinemia and Tangier disease. Predictions were validated with published results from in vitro, in vivo, and human studies. Out of a total of 233 nsSNPs, 80 (34.33%) were found deleterious by both methods. Among these 80 deleterious nsSNPs found, 29 (12.44%) rare variants resulted highly deleterious with a probability >0.8. We have observed that mostly variants with verified functional effect in experimental studies are correctly predicted as damage variants by MutPred and PolyPhen2 tools. Still, the controversial results of experimental approaches correspond to nsSNPs predicted as neutral by both methods, or contradictory predictions are obtained for them. A total of seventeen nsSNPs were predicted as deleterious by PolyPhen2, which resulted neutral by MutPred. Otherwise, forty two nsSNPs were predicted as deleterious by MutPred, which resulted neutral by PolyPhen2.


2018 ◽  
Vol 4 (1) ◽  
pp. e216 ◽  
Author(s):  
Andréa L. Benedet ◽  
Lei Yu ◽  
Aurélie Labbe ◽  
Sulantha Mathotaarachchi ◽  
Tharick A. Pascoal ◽  
...  

ObjectiveTo verify whether CYP polymorphisms are associated with amyloid-β (Aβ) pathology across the spectrum of clinical Alzheimer disease using in vivo and postmortem data from 2 independent cohorts.MethodsA candidate-gene approach tested the association between 5 genes (28 single nucleotide polymorphisms) and Aβ load measured in vivo by the global [18F]florbetapir PET standardized uptake value ratio (SUVR) in 338 Alzheimer's Disease Neuroimaging Initiative participants. Significant results were then tested using plasma Aβ and CSF Aβ and Aβ/phosphorylated tau (Aβ/p-tau) ratio in the same cohort. The significant association was also generalized to postmortem Aβ load measurement in the Rush Religious Orders Study/Memory and Aging Project cohorts. In addition, global cognition was used as a phenotype in the analysis in both cohorts.ResultsAnalysis of Aβ PET identified a variant in the CYP2C19 gene (rs4388808; p = 0.0006), in which carriers of the minor allele (MA) had a lower global SUVR. A voxel-wise analysis revealed that the variant is associated with a lower Aβ load in the frontal, inferior temporal, and posterior cingulate cortices. MA carriers also had higher CSF Aβ (p = 0.003) and Aβ/p-tau ratio (p = 0.02) but had no association with Aβ plasma levels. In postmortem brains, MA carriers had a lower Aβ load (p = 0.03). Global cognition was higher in MA carriers, which was found to be mediated by Aβ.ConclusionsTogether, these findings point to an association between CYP2C19 polymorphism and Aβ pathology, suggesting a protective effect of the MA of rs4388808. Despite the several possibilities in which CYP2C19 affects brain Aβ, the biological mechanism by which this genetic variation may act as a protective factor merits further investigation.


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