Genetic determinants of polygenic prediction accuracy within a population

Genomic risk prediction is on the emerging path towards personalized medicine. However, the accuracy of polygenic prediction varies strongly in different individuals. In this study, based on up to 352,277 White British participants in the UK Biobank, we constructed polygenic risk scores for 15 physiological and biochemical quantitative traits after performing genome-wide association studies (GWASs). We identified 185 polygenic prediction variability quantitative trait loci (pvQTLs) for 11 traits by Levene’s test among 254,376 unrelated individuals. We validated the effects of pvQTLs using an independent test set of 58,927 individuals. A score aggregating 51 pvQTL SNPs for triglycerides had the strongest Spearman correlation of 0.185 (p-value < 1.0x10−300) with the squared prediction errors. We found a strong enrichment of complex genetic effects conferred by pvQTLs compared to risk loci identified in GWASs, including 89 pvQTLs exhibiting dominance effects. Incorporation of dominance effects into polygenic risk scores significantly improved polygenic prediction for triglycerides, low-density lipoprotein cholesterol, vitamin D, and platelet. After including 87 dominance effects for triglycerides, the adjusted R2 for the polygenic risk score had an 8.1% increase on the test set. In addition, 108 pvQTLs had significant interaction effects with measured environmental or lifestyle exposures. In conclusion, we have discovered and validated genetic determinants of polygenic prediction variability for 11 quantitative biomarkers, and partially profiled the underlying complex genetic effects. These findings may assist interpretation of genomic risk prediction in various contexts, and encourage novel approaches for constructing polygenic risk scores with complex genetic effects.

A novel structure-based approach for identification of vertebrate susceptibility to SARS-CoV-2: implications for future surveillance programmes

Understanding the origin of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been a highly debatable and unsolved challenge for the scientific communities across the world. A key to dissect the susceptibility profiles of animal species to SARS-CoV-2 is to understand how virus enters into the cells. The interaction of SARS-CoV-2 ligands (RBD on spike protein) with its host cell receptor, angiotensin-converting enzyme 2 (ACE2), is a critical determinant of host range and cross-species transmission. In this study, we developed and implemented a rigorous computational approach for predicting binding affinity between 299 ACE2 orthologs from diverse vertebrate species and the SARS-CoV-2 spike protein. The findings show that the spike protein of SARS-CoV-2 can bind to many vertebrate species carrying evolutionary divergent ACE2, implying a broad host range at the virus entry level, which may contribute to cross-species transmission and further viral evolution. Additionally, the present study facilitated the identification of genetic determinants that may differentiate susceptible from the resistant host species based on the conservation of ACE2- spike protein interacting residues in vertebrate host species known to facilitate SARS-CoV-2 infection; however, these genetic determinants warrant in vivo experimental confirmation. The molecular interactions associated with varied binding affinity of distinct ACE2 isoforms in a specific bat species were identified using protein structure analysis, implying the existence of diversified susceptibility of bat species to SARS-CoV-2. The findings from current study highlight the importance of intensive surveillance programs aimed at identifying susceptible hosts, particularly those with the potential to transmit zoonotic pathogens, in order to prevent future outbreaks.

Whole-Genome Duplication and Host Genotype Affect Rhizosphere Microbial Communities

Plants influence the composition of their associated microbial communities, yet the underlying host-associated genetic determinants are typically unknown. Genome duplication events are common in the evolutionary history of plants and affect many plant traits.

Modern view on the etiopathogenesis of age-related macular degeneration and the role of molecular genetic determinants in it

Age-related macular degeneration mainly affects the elderly and is one of the most common causes of rapidly progressive vision loss. Over more than 150 years of research, the scientific community has gone from understanding the macroscopic picture of the lesion, presumable identification of drusen as the main morphological manifestation of nosology, to detailed classifications and determine the role of genetic determinants in the etiopathogenesis of the disease — high specificity, the possibility of preventive analysis, and much unclear in the field of genetic diagnosis of eye diseases determine the accurate attention of specialized research groups to the early diagnosis using genetic analysis. The review article was aimed to systematize the information about possible links in the pathogenesis of age-related macular degeneration and identify potential polymorphisms that can initiate and modulate the activity of these links. During the study, we could find out five main mechanisms of damage to the vascular membrane of the eye itself, which are affected by single nucleotide polymorphisms. The hig­hest affinity was shown by genetic variants of separate sites of CFH (rs1061170), HTRA1 (rs11200638), TNF (rs1800629), VEGFA (rs2010963). Literature data obtained from foreign and national sources indexed by Scopus, Web of Science databases, in particular for the last 5 years, pay special attention to these areas as potential predictors or modifiers of pathological processes involved in the process of macular degeneration. Despite the large number of studies examining the predisposition, pathogenesis, diagnosis, and treatment of age-related macular degeneration to stop the spread of vision loss, only a few issues are understood thoroughly. Considering the successful cases of application of biological and gene therapy for the management of such patients, we see new horizons in the detailed study of molecular interactions that underlie the pathology. The review confirms the active role of polymorphisms in one of the most relevant pathological processes of the human eye.

Comparative analysis of two NGS platforms and different databases for analysis of AMR genes

The use of antibiotics in human medicine and livestock production has contributed to the widespread occurrence of antimicrobial resistance (AMR). Recognizing the relevance of AMR to human and livestock health, it is important to assess the occurrence of genetic determinants of resistance in medical, veterinary, and public health settings in order to understand risks of transmission and treatment failure. Advances in Next Generation Sequencing (NGS) technologies have had a significant impact on research in microbial genetics and microbiome analyses. Now, strategies for high throughput sequencing from panels of PCR amplicons representing known AMR genes offer opportunities for targeted characterization of complex microbial populations. Aim of the present study was to compare the Illumina MiSeq and Ion Torrent S5 Plus sequencing platforms for use with the Ion AmpliSeqTM AMR Research Panel in a veterinary/public health setting. All samples were processed in parallel for the two sequencing technologies, subsequently following a common bioinformatics workflow to define the occurrence and abundance of AMR gene sequences. Regardless of sequencing platform, the results were closely comparable with minor differences. The Comprehensive Antibiotic Resistance Database (CARD), QIAGEN Microbial Insight - Antimicrobial Resistance (QMI-AR), Antimicrobial resistance database (AR), and CARD-CLC databases were compared for analysis, with the most genes identified using CARD. Drawing on these results we describe an end-to-end workflow for AMR gene analysis using NGS.

Genetic determinants in hyperplasic illnesses of the reproductive system

It were studied some aspects, detecting the role of genetic factors in the genesis of hyperplasic illnesses of reproductive system organs (uterus myoma, inside endometriosis, ovaries endometriosis) on the base of complex investigation of 145 patients with such diseases. Obtained data allow consider the absence in allele PL-All of women the gene GPIII is a risk factor in origin and development of hyperplasic illnesses in reproductive system.

Polymorphism of the genetic determinants of bone mineral metabolism in various groups of the Komi people

The subject of the study is autochthonous population of the Northern and Middle Cis-Urals: Komi-Permyaks, Komi (Zyryans), and Komi-Izhems. The aim of the study is to compare the population frequencies of the LCT (rs4988235) and VDR (FokI rs2228570 and BsmI rs1544410) genes and to consider the contribution of environ-mental and cultural factors to the formation of differences in the genetic determinants of bone tissue metabolism. In total, 181 Komi-Permyak, 223 Komi, and 200 Komi-Izhem subjects were tested clinically and genetically. The evaluation consisted of the determination of polymorphic loci of VDR and LCT genes variants and assessment of clinical and laboratory lactase activity. The information on traditional diet and food composition was obtained from ethnographic materials. The study group of Komi-Izhems differs by a high proportion of C*LCT carriers (0.85) from the other two groups (p < 0.05). The prevalence of hypolactasia, i.e., limited lactase production, is also higher (p < 0.05) in Komi-Izhems (0.64) than in Komi-Permyaks (0.47) and Zyryans (0.41). The T*BsmI allele frequency is higher in Komi-Izems (0.493) in hetero- CT* (0.463) and homozygote TT* (0.261) genotypes, as compared to Zyryans (p < 0.05, where the frequencies are 0.377, 0.329 and 0.212, respectively). The values of BsmI allele and genotype frequencies in Komi-Permyaks are intermediate and do not differ significantly from those in Komi-Izhems and Zyryans. The concentration of T*FokI is highest in Komi-Permyaks (0.528). They are followed by Zyryans (the difference is insignificant, p > 0.05). Komi-Izhems have the smallest proportion of T*FokI allele carriers (0.400) and significantly differ from Komi-Permyaks (p = 0.01). The genotype distributions in FokI locus of VDR in the groups of Komi-Permyaks and Zyryans do not differ, but both show higher CT*FokI genotype frequencies than Komi-Izhems (0.549 and 0.569 against 0.288; p < 0.001). Poor livestock production and a lack of milk in the traditional subsistence economy of the Komi-Permyaks weakened the selection in favor of T*LCT allele and lactase persistence. The low intake of calcium with milk was compensated by an increase in the sensitivity of the target organs to calciferol, the regulator of mineral metabolism, by maintaining the high frequency of carriers of T*BsmI and T*FokI alleles of VDR gene in the population. The more productive dairy farming of Zyryans stimulated selection in favor of lactase persistence. The possibility of continuous consumption of calcium from milk eased the selection pressure on VDR loci. The regulation by T*FokI produced a physiologically sufficient effect and T*BsmI carriership remained low. The diet of the Komi-Izhems, who were accustomed to high-latitude regions, comprised low-lactose dairy products. The population preserved a high carriage of C*LCT and the phenotype of hypolactasia. Moderately intensive selection for vitamin D receptor sensitivity showed up in the increase of VDR T*BsmI frequency only. The high D-vitamin status of the Izhem people was leveraged by the traditional diet with a considerable intake of ergocalciferol-rich venison and fish. The Komi-Permyaks, Komi (Zyryans) and Komi-Izhems occupied different ecological niches and the groups found different ways to adapt to the unfavorable bone-homeorhesis conditions. The flexible responses to the pressure of the environmental factors were imple-mented by the selection of variants of LCT, VDR FokI and VDR BsmI genes, which are located in different chro-mosomes and determine different stages of mineral metabolism. We contend that modern interpopulation differences in distribution of the genotypes and alleles are the manifestations of different strategies of ecological adaptation of anthropologically related groups.