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1.
Nat Genet ; 53(11): 1597-1605, 2021 11.
Article in English | MEDLINE | ID: mdl-34737428

ABSTRACT

Genetic alterations under positive selection in healthy tissues have implications for cancer risk. However, total levels of positive selection across the genome remain unknown. Passenger mutations are influenced by all driver mutations, regardless of type or location in the genome. Therefore, the total number of passengers can be used to estimate the total number of drivers-including unidentified drivers outside of cancer genes that are traditionally missed. Here we analyze the variant allele frequency spectrum of synonymous mutations from healthy blood and esophagus to quantify levels of missing positive selection. In blood, we find that only 30% of passengers can be explained by single-nucleotide variants in driver genes, suggesting high levels of positive selection for mutations elsewhere in the genome. In contrast, more than half of all passengers in the esophagus can be explained by just the two driver genes NOTCH1 and TP53, suggesting little positive selection elsewhere.


Subject(s)
Genome, Human , Selection, Genetic , Silent Mutation , Adult , Age Factors , Aged , Blood Physiological Phenomena/genetics , Esophagus/physiology , Gene Frequency , Genetics, Population , Genome-Wide Association Study , Humans , Middle Aged , Oncogenes , Receptor, Notch1/genetics , Tumor Suppressor Protein p53/genetics
2.
Physiol Genomics ; 50(9): 758-769, 2018 09 01.
Article in English | MEDLINE | ID: mdl-29958078

ABSTRACT

Recent genome-wide association studies have identified various genetic variants associated with hematological traits. Although it is possible that quantitative data of hematological traits are varied among the years examined, conventional genome-wide association studies have been conducted in a cross-sectional manner that measures traits at a single point in time. To address this issue, we have traced blood profiles in 4,884 Japanese individuals who underwent annual health check-ups for several years. In the present study, longitudinal exome-wide association studies were conducted to identify genetic variants related to 13 hematological phenotypes. The generalized estimating equation model showed that a total of 67 single nucleotide polymorphisms (SNPs) were significantly [false discovery rate (FDR) of <0.01] associated with hematological phenotypes. Of the 67 SNPs, nine SNPs were identified as novel hematological markers: rs4686683 of SENP2 for red blood cell count (FDR = 0.008, P = 5.5 × 10-6); rs3917688 of SELP for mean corpuscular volume (FDR = 0.005, P = 2.4 × 10-6); rs3133745 of C8orf37-AS1 for white blood cell count (FDR = 0.003, P = 1.3 × 10-6); rs13121954 at 4q31.2 for basophil count (FDR = 0.007, P = 3.1 × 10-5); rs7584099 at 2q22.3 (FDR = 2.6 × 10-5, P = 8.8 × 10-8), rs1579219 of HCG17 (FDR = 0.003, P = 2.0 × 10-5), and rs10757049 of DENND4C (FDR = 0.008, P = 5.6 × 10-5) for eosinophil count; rs12338 of CTSB for neutrophil count (FDR = 0.007, P = 2.9 × 10-5); and rs395967 of OSMR-AS1 for monocyte count (FDR = 0.008, P = 3.2 × 10-5).


Subject(s)
Asian People/genetics , Blood Physiological Phenomena/genetics , Genetic Loci , Quantitative Trait, Heritable , Erythrocyte Count , Erythrocytes/metabolism , Exome/genetics , Female , Gene Regulatory Networks , Hematocrit , Hemoglobins/metabolism , Humans , Japan , Leukocyte Count , Linkage Disequilibrium/genetics , Male
3.
Radiat Res ; 187(4): 433-440, 2017 04.
Article in English | MEDLINE | ID: mdl-28140791

ABSTRACT

The detonation of an improvised nuclear device would produce prompt radiation consisting of both photons (gamma rays) and neutrons. While much effort in recent years has gone into the development of radiation biodosimetry methods suitable for mass triage, the possible effect of neutrons on the endpoints studied has remained largely uninvestigated. We have used a novel neutron irradiator with an energy spectrum based on that 1-1.5 km from the epicenter of the Hiroshima blast to begin examining the effect of neutrons on global gene expression, and the impact this may have on the development of gene expression signatures for radiation biodosimetry. We have exposed peripheral blood from healthy human donors to 0.1, 0.3, 0.5 or 1 Gy of neutrons ex vivo using our neutron irradiator, and compared the transcriptomic response 24 h later to that resulting from sham exposure or exposure to 0.1, 0.3, 0.5, 1, 2 or 4 Gy of photons (X rays). We identified 125 genes that responded significantly to both radiation qualities as a function of dose, with the magnitude of response to neutrons generally being greater than that seen after X-ray exposure. Gene ontology analysis suggested broad involvement of the p53 signaling pathway and general DNA damage response functions across all doses of both radiation qualities. Regulation of immune response and chromatin-related functions were implicated only following the highest doses of neutrons, suggesting a physiological impact of greater DNA damage. We also identified several genes that seem to respond primarily as a function of dose, with less effect of radiation quality. We confirmed this pattern of response by quantitative real-time RT-PCR for BAX, TNFRSF10B, ITLN2 and AEN and suggest that gene expression may provide a means to differentiate between total dose and a neutron component.


Subject(s)
Blood Physiological Phenomena/genetics , Blood Physiological Phenomena/radiation effects , Blood/radiation effects , Transcriptome/radiation effects , Female , Gene Expression Regulation/radiation effects , Gene Ontology , Humans , Male , Neutrons , Oligonucleotide Array Sequence Analysis , X-Rays
4.
Eur J Hum Genet ; 21(1): 48-54, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22692066

ABSTRACT

Genome-wide association studies (GWASs) have uncovered susceptibility loci for a large number of complex traits. Functional interpretation of candidate genes identified by GWAS and confident assignment of the causal variant still remains a major challenge. Expression quantitative trait (eQTL) mapping has facilitated identification of risk loci for quantitative traits and might allow prioritization of GWAS candidate genes. One major challenge of eQTL studies is the need for larger sample numbers and replication. The aim of this study was to evaluate the robustness and reproducibility of whole-blood eQTLs in humans and test their value in the identification of putative functional variants involved in the etiology of complex traits. In the current study, we performed comphrehensive eQTL mapping from whole blood. The discovery sample included 322 Caucasians from a general population sample (KORA F3). We identified 363 cis and 8 trans eQTLs after stringent Bonferroni correction for multiple testing. Of these, 98.6% and 50% of cis and trans eQTLs, respectively, could be replicated in two independent populations (KORA F4 (n=740) and SHIP-TREND (n=653)). Furthermore, we identified evidence of regulatory variation for SNPs previously reported to be associated with disease loci (n=59) or quantitative trait loci (n=20), indicating a possible functional mechanism for these eSNPs. Our data demonstrate that eQTLs in whole blood are highly robust and reproducible across studies and highlight the relevance of whole-blood eQTL mapping in prioritization of GWAS candidate genes in humans.


Subject(s)
Blood Physiological Phenomena/genetics , Genome-Wide Association Study , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Cohort Studies , Humans , Reproducibility of Results , Transcriptome , White People/genetics
5.
BMC Genet ; 13: 78, 2012 Sep 10.
Article in English | MEDLINE | ID: mdl-22963146

ABSTRACT

BACKGROUND: Recently, genome-wide association studies identified a pleiotropic gene locus, ABO, as being significantly associated with hematological traits. To confirm the effects of ABO on hematological traits, we examined the link between the ABO locus and hematological traits in Korean population-based cohorts. RESULTS: Six tagging SNPs for ABO were analyzed with regard to their effects on hematological traits [white blood cell count (WBC), red blood cell count (RBC), platelet (Plat), mean corpuscular volume (MCV), and mean corpuscular haemoglobin concentration (MCHC)]. Linear regression analyses were performed, controlling for recruitment center, sex, and age as covariates. Of the 6 tagging SNPs, 3 (rs2073823, rs8176720, and rs495828) and 3 (rs2073823, rs8176717, and rs687289) were significantly associated with RBC and MCV, respectively (Bonferroni correction p-value criteria < 0.05/6 = 0.008). rs2073823 and a reported SNP (rs8176746), as well as rs495828 and a reported SNP (rs651007), showed perfect linkage disequilibrium status (r2s = 0.99). Of the remaining 3 SNPs (rs8176720, rs8176717 and rs687289), rs8176717 generated an independent signal with moderate p-value (= 0.045) when it was adjusted for by rs2073823 (the most significant SNP). We also identified a copy number variation (CNV) that was tagged by the SNP rs8176717, the minor allele of which correlated with the deletion allele of CNV. Our haplotype analysis indicated that the haplotype that contained the CNV deletion was significantly associated with MCV (ß ± se = 0.363 ± 0.118, p =2.09 × 10-3). CONCLUSIONS: Our findings confirm that ABO is one of the genetic factors that are associated with hematological traits in the Korean population. This result is notable, because GWASs fail to evaluate the link between a CNV and phenotype traits.


Subject(s)
ABO Blood-Group System/genetics , Blood Physiological Phenomena/genetics , Asian People/genetics , DNA Copy Number Variations , Humans , Korea , Phenotype , Polymorphism, Single Nucleotide
6.
Adv Nutr ; 3(4): 499-505, 2012 Jul 01.
Article in English | MEDLINE | ID: mdl-22797985

ABSTRACT

Diet is a critical factor in the maintenance of human cellular defense systems, immunity, inflammation, redox regulation, metabolism, and DNA repair that ensure optimal health and reduce disease risk. Assessment of dietary modulation of cellular defense systems in humans has been limited due to difficulties in accessing target tissues. Notably, peripheral blood gene expression profiles associated with nonhematologic disease are detectable. Coupled with recent innovations in gene expression technologies, gene expression profiling of human blood to determine predictive markers associated with health status and dietary modulation is now a feasible prospect for nutrition scientists. This review focuses on cellular defense system gene expression profiling of human whole blood and the opportunities this presents, using recent technological advances, to predict health status and benefits conferred by diet.


Subject(s)
Blood Physiological Phenomena/genetics , Diet , Gene Expression Profiling/methods , Gene Expression , Health Status , Immunity, Cellular/genetics , Genetic Predisposition to Disease , Genetic Testing/methods , Humans , Microarray Analysis , Micronutrients , RNA/analysis
7.
Mol Biol Rep ; 37(7): 3393-400, 2010 Oct.
Article in English | MEDLINE | ID: mdl-19943117

ABSTRACT

F-box proteins are quite significant ubiquitin-proteasome pathway regulators in eukaryotic cells. FBXO40, a member of this large family, alters its expression pattern in muscle atrophy. Here we isolated most of the verified porcine FBXO40 coding sequence (CDS) (2258 bp) and assigned it to the porcine chromosome 13q4.1-4.6 by using the INRA-Minnesota porcine radiation hybrid panel, and we also explored the tissue expression distributions, which is relatively high in longissimus dorsi muscle, heart, low in kidney, small intestine, brain, hypophysis, lymphonode, thymus, spleen, large intestine, ovary, stomach, and undetectable in testis, liver, uterus and thyroid gland. Inferring phylogenetic tree was constructed to study the evolutionary implications. Moreover, a HindII (HincII)-RFLP (A/C) polymorphism in 3'-untranslated region (3'-UTR) of porcine FBXO40 gene was demonstrated by sequencing and PCR-restriction fragment length polymorphism (PCR-RFLP) analysis. Statistical analysis result of this polymorphism showed that the allele A was predominant in all detected indigenous breeds, but C in western introduced commercial breeds. The SNP was further analyzed in our experimental pig population including Tongcheng, Landrace, Large White, and crossbreds of Large White × (Landrace × Tongcheng) and Landrace × (Large White × Tongcheng). The association analysis results indicated that the A/C base substitution was associate with some hematological indexes, the hemoglobin concentration (P < 0.0001), mean corpuscular volume hemoglobin concentration (P = 0.0002) and mean corpuscular volume (P = 0.0138).


Subject(s)
Blood Physiological Phenomena/genetics , F-Box Proteins/genetics , Genetic Association Studies , Sus scrofa/genetics , 3' Untranslated Regions/genetics , Amino Acid Sequence , Animals , Breeding , DNA, Complementary/genetics , F-Box Proteins/chemistry , Gene Expression Profiling , Gene Expression Regulation , Gene Frequency/genetics , Genotype , Molecular Sequence Data , Phylogeny , Polymorphism, Restriction Fragment Length , Polymorphism, Single Nucleotide/genetics , Radiation Hybrid Mapping , Reverse Transcriptase Polymerase Chain Reaction , Sequence Alignment
8.
Mol Biol Rep ; 36(8): 2405-11, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19247805

ABSTRACT

Angiogenin (ANG) [also known as ribonuclease, RNase A family, 5 (RNASE5)], ribonuclease, RNase A family, 1 (pancreatic) (RNASE1) and ribonuclease, RNase A family, k6 (RNASE6) are three members of the RNase A superfamily. It has been suggested that these three genes play important roles in host defense. In this study, we obtained the whole open reading frame (ORF) of each gene and found the deduced proteins contain some similar structures harboring a catalytic triad and an invariant "CKXXNTF" signature motif. One single nucleotide polymorphism (SNP) was detected in each gene (g. 149G>T polymorphism in the porcine ANG gene, which resulted in an amino acid change from glycine to valine, g. 296A>G polymorphism in the porcine RNASE1 gene and g. 389C>T polymorphism in the porcine RNASE6 gene). Association analyses revealed the significant associations (P < 0.05) between the porcine ANG g. 149G>T polymorphism and mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), mean platelet volume (MPV) and platelet-large cell ratio (P-LCR) measured on 0-day-old pigs and MCV measured at 32 days after birth. The porcine RNASE6 g. 389C>T polymorphism was significantly associated (P < 0.05) with MCV, MCH and neutrophil percentage (NEI %) measured on 0-day-old pigs, respectively. Our current findings, if confirmed by other studies, might shed some light on the roles of the investigated genes in host defense.


Subject(s)
Blood Physiological Phenomena/genetics , Endoribonucleases/genetics , Ribonuclease, Pancreatic/genetics , Swine/genetics , Amino Acid Sequence , Animals , Base Sequence , Cloning, Molecular/methods , Female , Genetic Association Studies , Male , Molecular Sequence Data , Polymorphism, Single Nucleotide
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