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Gu SH, Lee SH, Lee D, Song DH. Molecular characterization and evolutionary analysis of human adenovirus type 55, related to febrile respiratory illness in the South Korean military. Virus Genes 2025:10.1007/s11262-025-02160-4. [PMID: 40299235 DOI: 10.1007/s11262-025-02160-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Accepted: 04/18/2025] [Indexed: 04/30/2025]
Abstract
Adenoviruses are non-enveloped, double-stranded deoxyribonucleic acid (DNA) viruses that belong to the family Adenoviridae. Human adenovirus (HAdV)-55 is associated with severe respiratory illnesses that often lead to respiratory failure and death. HAdV-55 caused a febrile respiratory illness (FRI) outbreak at a military base in the Republic of Korea. The Army Forces Capital Hospital provided DNA samples from 79 patients with FRI; among them, we obtained seven whole-genome sequences of HAdV-55 using next-generation sequencing. Phylogenetic analysis of the complete genome and penton base, hexon, and fiber gene sequences demonstrated type-specific genetic clustering among the seven HAdV-55 strains. We also demonstrated protein modeling, molecular phylogeny, and evolution based on whole-genome sequences of seven HAdV-55 isolates characterized using next-generation sequencing and bioinformatics. Additionally, HAdV-55 strains from different countries have contributed to multiple lineages and genetic evolution. Our findings provide important insights into the evolution, molecular phylogeny, protein modeling, and genome sequencing of HAdV-55 isolates. Further studies are needed to better understand the genetic variants of emerging or re-emerging HAdVs.
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Affiliation(s)
- Se Hun Gu
- 3rd R&D Institute, 5th Directorate, Agency for Defense Development, Daejeon, Republic of Korea
| | - Seung-Ho Lee
- 3rd R&D Institute, 5th Directorate, Agency for Defense Development, Daejeon, Republic of Korea
| | - Daesang Lee
- 3rd R&D Institute, 5th Directorate, Agency for Defense Development, Daejeon, Republic of Korea
| | - Dong Hyun Song
- 3rd R&D Institute, 5th Directorate, Agency for Defense Development, Daejeon, Republic of Korea.
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Xie J, Wang Y, Li H, Tan B, Yu Z, Li L, Zhang W, Song H, Jia L. Isolation, genetic, and biological characterization of human adenovirus type 55 positive isolates from Wuhan, China. BMC Infect Dis 2025; 25:163. [PMID: 39905283 PMCID: PMC11792584 DOI: 10.1186/s12879-025-10471-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 01/09/2025] [Indexed: 02/06/2025] Open
Abstract
BACKGROUND Human adenovirus (HAdV) infection causes acute respiratory diseases in immunocompetent individuals worldwide. Infections by HAdV-55, one of the important pathogens leading to respiratory tract infections, often develop into pneumonia and are frequently associated with outbreaks in military camps and schools. METHODS We studied 186 HAdV-55-positive nasopharyngeal swab samples that were collected from patients with respiratory infection in Wuhan, China, from 2018 to 2019. Fifteen samples with high viral loads were selected for viral isolation and cultured with MRC-5 cells. These strains were then whole-genome sequenced to investigate their genetic characteristics by phylogenetic analyses. We then selected three HAdV-55 strains to quantify viral replication and further assessed the pathogenic characteristics of one strain in Syrian hamsters and BALB/c nude mice. RESULTS HAdV-55-174 exhibited the highest replication ability in cultured cells compared to other strains, so this strain was selected for further investigation. Although the hamsters and mice were not so susceptible to HAdV-55-174 infection, viral loads were detected in the lungs and tracheas of the animal models, and persistent HAdV-55-174 replication was only observed in BALB/c nude mice. Histopathological lesions, including a widened alveolar septum and inflammatory cell infiltration, were observed in the lungs and tracheas of HAdV-55-174 infected animals. CONCLUSION We isolated and characterized the HAdV-55 strains circulating in Wuhan from 2018 to 2019, which may be meaningful for further studies on HAdV-55 infection and pathogenesis.
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Affiliation(s)
- Jing Xie
- Chinese PLA Center for Disease Control and Prevention, 20 Dongda Street, Fengtai District, Beijing, 100071, China.
| | - Yan Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81 Mei-Shan Road, Hefei, Anhui, 230032, China
- Chinese PLA Center for Disease Control and Prevention, 20 Dongda Street, Fengtai District, Beijing, 100071, China
| | - Huan Li
- Chinese PLA Center for Disease Control and Prevention, 20 Dongda Street, Fengtai District, Beijing, 100071, China
| | - Bingxiu Tan
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China
| | - Zhengying Yu
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China
| | - Lizhong Li
- Chinese PLA Center for Disease Control and Prevention, 20 Dongda Street, Fengtai District, Beijing, 100071, China
| | - Wei Zhang
- Chinese PLA Center for Disease Control and Prevention, 20 Dongda Street, Fengtai District, Beijing, 100071, China
| | - Hongbin Song
- Chinese PLA Center for Disease Control and Prevention, 20 Dongda Street, Fengtai District, Beijing, 100071, China.
| | - Leili Jia
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81 Mei-Shan Road, Hefei, Anhui, 230032, China.
- Chinese PLA Center for Disease Control and Prevention, 20 Dongda Street, Fengtai District, Beijing, 100071, China.
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China.
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Chen J, Xu F. Application of Nanopore Sequencing in the Diagnosis and Treatment of Pulmonary Infections. Mol Diagn Ther 2023; 27:685-701. [PMID: 37563539 PMCID: PMC10590290 DOI: 10.1007/s40291-023-00669-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/18/2023] [Indexed: 08/12/2023]
Abstract
This review provides an in-depth discussion of the development, principles and utility of nanopore sequencing technology and its diverse applications in the identification of various pulmonary pathogens. We examined the emergence and advancements of nanopore sequencing as a significant player in this field. We illustrate the challenges faced in diagnosing mixed infections and further scrutinize the use of nanopore sequencing in the identification of single pathogens, including viruses (with a focus on its use in epidemiology, outbreak investigation, and viral resistance), bacteria (emphasizing 16S targeted sequencing, rare bacterial lung infections, and antimicrobial resistance studies), fungi (employing internal transcribed spacer sequencing), tuberculosis, and atypical pathogens. Furthermore, we discuss the role of nanopore sequencing in metagenomics and its potential for unbiased detection of all pathogens in a clinical setting, emphasizing its advantages in sequencing genome repeat areas and structural variant regions. We discuss the limitations in dealing with host DNA removal, the inherent high error rate of nanopore sequencing technology, along with the complexity of operation and processing, while acknowledging the possibilities provided by recent technological improvements. We compared nanopore sequencing with the BioFire system, a rapid molecular diagnostic system based on polymerase chain reaction. Although the BioFire system serves well for the rapid screening of known and common pathogens, it falls short in the identification of unknown or rare pathogens and in providing comprehensive genome analysis. As technological advancements continue, it is anticipated that the role of nanopore sequencing technology in diagnosing and treating lung infections will become increasingly significant.
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Affiliation(s)
- Jie Chen
- Department of Infectious Diseases, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, Zhejiang, China
| | - Feng Xu
- Department of Infectious Diseases, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, Zhejiang, China.
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Fang B, Lai J, Liu Y, Yu TT, Yu X, Li X, Dong L, Zhang X, Yang W, Yan Q, Sun L, Liu LL. Genetic characterization of human adenoviruses in patients using metagenomic next-generation sequencing in Hubei, China, from 2018 to 2019. Front Microbiol 2023; 14:1153728. [PMID: 37007506 PMCID: PMC10060807 DOI: 10.3389/fmicb.2023.1153728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 02/24/2023] [Indexed: 03/18/2023] Open
Abstract
ObjectivesThis study aimed to characterize the genomic epidemiology of human adenoviruses (HAdVs) in Hubei, China, using metagenomic next-generation sequencing (mNGS).MethodsIn total, 25 HAdV-positive samples collected from 21 pediatric patients were sequenced and subjected to mNGS using the NextSeq 550 and GenoLab M sequencing platforms. The metagenomic data were assembled de novo for molecular typing, phylogenetic and recombination analyzes.ResultsWe assembled 50 HAdV genomes, 88% (22/25) genomes from GenoLab M, and 84% (21/25) genomes from NextSeq 550 have perfect alignments to reference genomes with greater than 90%. The most fully assembled 25 genomes were categorized into 7 HAdV genotypes, the most abundant of which were HAdV-B3 (9/25) and HAdV-C2 (6/25). Phylogenetic analyzes revealed that the newly isolated HAdV-B3 strains diverged into separate clusters according to their genotypes. Vigilance is needed that HAdV-B3 isolates have begun to form new distinct clusters. High nucleotide identity was observed in the whole genome level within the same HAdV genotypes, while marked differences of three capsid genes across HAdV genotypes were noted. The high nucleotide diversity regions were concordant with the reported hypervariable regions. Further, three recombinant strains were identified: S64 and S71 originated from the parental strains HAdV-B14 and HAdV-B11, and S28 originated from HAdV-C1, HAdV-C5, and HAdV-CBJ113. GenoLab M and NextSeq 550 showed comparable performance with respect to data yield, duplication rate, human ratio, and assembly completeness.ConclusionThe sequencing quality and assembly accuracy showed that mNGS assembled genomes can be used for subsequently HAdV genotyping and genomic characterization. The high nucleotide diversity of capsid genes and high frequency of recombination events has highlighted the necessity for HAdV epidemiological surveillance in China.
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Affiliation(s)
- Bin Fang
- Hubei Provincial Center for Disease Control and Prevention, Institute of Health Inspection and Testing, Wuhan, China
| | - Juan Lai
- GeneMind Biosciences Company Limited, Shenzhen, China
| | - Yongfeng Liu
- GeneMind Biosciences Company Limited, Shenzhen, China
| | - Tian-tian Yu
- School of Public Health, Department of Nutritional Hygiene and Toxicology, Wuhan University of Science and Technology, Wuhan, China
| | - Xiao Yu
- Hubei Provincial Center for Disease Control and Prevention, Institute of Health Inspection and Testing, Wuhan, China
| | - Xiang Li
- Hubei Provincial Center for Disease Control and Prevention, Institute of Health Inspection and Testing, Wuhan, China
| | - Lijun Dong
- GeneMind Biosciences Company Limited, Shenzhen, China
| | - Xin Zhang
- GeneMind Biosciences Company Limited, Shenzhen, China
| | - Wei Yang
- GeneMind Biosciences Company Limited, Shenzhen, China
| | - Qin Yan
- GeneMind Biosciences Company Limited, Shenzhen, China
| | - Lei Sun
- GeneMind Biosciences Company Limited, Shenzhen, China
- *Correspondence: Lei Sun,
| | - Lin-lin Liu
- Hubei Provincial Center for Disease Control and Prevention, Institute of Health Inspection and Testing, Wuhan, China
- Lin-lin Liu,
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Cao D, Lou Y, Jiang X, Zhang D, Liu J. Fungal Diversity in Barley Under Different Storage Conditions. Front Microbiol 2022; 13:895975. [PMID: 35814699 PMCID: PMC9257103 DOI: 10.3389/fmicb.2022.895975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 05/11/2022] [Indexed: 11/21/2022] Open
Abstract
The diversity of fungi in barley in simulated storage environments was analyzed. Barley was stored at different temperatures (15, 25, 35°C) and relative humidity (55, 65, 75, 85 RH) for 180 and 360 days. Alpha diversity, beta diversity, species composition, and species differences were analyzed using Illumina HiSeq technology. The fungal communities in all barley samples before and after storage belonged to 3 phyla, 18 classes, 39 orders, 71 families, 103 genera, and 152 species. The relative abundance of the dominant phylum Ascomycota was 77.98–99.19%. The relative abundance of Basidiomycota was 0.77–21.96%. At the genus level, the dominant genera of fungi in barley initially included Fusarium, Aspergillus, Microdochium, Alternaria, and Epicoccum. After 360 days of storage, the dominant genera became Epicoccum, Alternaria, Bipolar, Cladosporium, Fusarium, and Aspergillus. According to Venn diagrams and principal coordinates analysis, the fungal community diversity in barley initially was much higher than in barley stored at different temperatures and humidity. The application of PLS-DA could accurately distinguish between barley stored for 180 and 360 days. Some high-temperature and high-humidity environments accelerated storage. The dominant genera differed in different storage conditions and constantly changed with increasing storage duration. Epicoccum was one of the dominant genera after longer storage periods. This study provides theoretical support for optimizing safe storage conditions in barley.
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Affiliation(s)
- Dongmei Cao
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, China
- National Coarse Cereals Engineering Research Center, Heilongjiang Bayi Agricultural University, Daqing, China
- Key Laboratory of Agro-Products Processing and Quality Safety of Heilongjiang Province, Daqing, China
- Heilongjiang Engineering Research Center for Coarse Cereals Processing and Quality Safety, Daqing, China
| | - Yuhao Lou
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Xiujie Jiang
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, China
- National Coarse Cereals Engineering Research Center, Heilongjiang Bayi Agricultural University, Daqing, China
| | - Dongjie Zhang
- College of Food Science, Heilongjiang Bayi Agricultural University, Daqing, China
- National Coarse Cereals Engineering Research Center, Heilongjiang Bayi Agricultural University, Daqing, China
- Key Laboratory of Agro-Products Processing and Quality Safety of Heilongjiang Province, Daqing, China
- Heilongjiang Engineering Research Center for Coarse Cereals Processing and Quality Safety, Daqing, China
- Heilongjiang Province Cultivating Collaborative Innovation Center for the Beidahuang Modern Agricultural Industry Technology, Daqing, China
- *Correspondence: Dongjie Zhang,
| | - Junmei Liu
- College of Food Science, Jilin Agricultural University, Daqing, China
- Junmei Liu,
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Lin Y, Dai Y, Liu Y, Ren Z, Guo H, Li Z, Li J, Wang K, Yang L, Zhang S, Liu H, Jia L, Ni M, Li P, Song H. Rapid PCR-Based Nanopore Adaptive Sequencing Improves Sensitivity and Timeliness of Viral Clinical Detection and Genome Surveillance. Front Microbiol 2022; 13:929241. [PMID: 35783376 PMCID: PMC9244360 DOI: 10.3389/fmicb.2022.929241] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 05/16/2022] [Indexed: 11/13/2022] Open
Abstract
Nanopore sequencing has been widely used for the real-time detection and surveillance of pathogens with portable MinION. Nanopore adaptive sequencing can enrich on-target sequences without additional pretreatment. In this study, the performance of adaptive sequencing was evaluated for viral genome enrichment of clinical respiratory samples. Ligation-based nanopore adaptive sequencing (LNAS) and rapid PCR-based nanopore adaptive sequencing (RPNAS) workflows were performed to assess the effects of enrichment on nasopharyngeal swab samples from human adenovirus (HAdV) outbreaks. RPNAS was further applied for the enrichment of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) from nasopharyngeal swab samples to evaluate sensitivity and timeliness. The RPNAS increased both the relative abundance (7.87-12.86-fold) and data yield (1.27-2.15-fold) of HAdV samples, whereas the LNAS increased only the relative abundance but had no obvious enrichment on the data yield. Compared with standard nanopore sequencing, RPNAS detected the SARS-CoV-2 reads from two low-abundance samples, increased the coverage of SARS-CoV-2 by 36.68-98.92%, and reduced the time to achieve the same coverage. Our study highlights the utility of RPNAS for virus enrichment directly from clinical samples, with more on-target data and a shorter sequencing time to recover viral genomes. These findings promise to improve the sensitivity and timeliness of rapid identification and genomic surveillance of infectious diseases.
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Affiliation(s)
- Yanfeng Lin
- Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Yan Dai
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd., Nanjing, China
| | - Yuqi Liu
- Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Zhuli Ren
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Changchun, China
| | - Hao Guo
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd., Nanjing, China
- Nanjing Simcere Medical Laboratory Science Co., Ltd., Nanjing, China
| | - Zhenzhong Li
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd., Nanjing, China
| | - Jinhui Li
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Kaiying Wang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Lang Yang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Shuang Zhang
- Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China
- Institute of Health Service and Transfusion Medicine, Beijing, China
| | - Hongbo Liu
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Leili Jia
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Ming Ni
- Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China
- Institute of Health Service and Transfusion Medicine, Beijing, China
| | - Peng Li
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Hongbin Song
- Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
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Zhang D, Chen Y, Shi T, Fan H, Tian X, Zhou R, Huang L, Yang D, Lu G. Severe pneumonia caused by human adenovirus type 55 in children. Front Pediatr 2022; 10:1002052. [PMID: 36313878 PMCID: PMC9608795 DOI: 10.3389/fped.2022.1002052] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 09/27/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Emerging human adenovirus type 55 (HAdV-55) causes fatal pneumonia in adults. There is a lack of studies on severe pneumonia caused by HAdV-55 in children. METHODS We conducted a retrospective review of pediatric patients hospitalized at Guangzhou Women and Children's Medical Center with severe pneumonia from 2013 to 2020 who had human adenovirus (HAdV) detected in throat samples or bronchoalveolar lavage fluid using RT-PCR. The presence of HAdV-55 was determined by PCR amplification of the hypervariable regions of the hexon gene. Demographic, clinical, etiological, and outcome data were collected and analyzed. RESULTS Over the eight-year period, HAdV-55 was detected in three severe and six critical pediatric pneumonia patients. None of the patients had any underlying diseases, and had a median age of 18 months (range, 6-108 months). The male to female ratio was 2:1. All patients presented with fever and cough, and three patients presented with wheezing and diarrhea. Six patients had coinfections with other respiratory pathogens, such as bacteria, Mycoplasma pneumoniae and fungi. Three critical patients developed plastic bronchitis (PB). The median lengths of invasive mechanical ventilation and hospital stay of the critical patients were 10 (8, 28.75) days and 25 (13, 32.25) days, respectively. Three critical patients died, although two of them received extracorporeal membrane oxygenation (ECMO) and blood purification. Three surviving patients developed post-infectious bronchiolitis obliterans (PIBO) at the follow-up. CONCLUSIONS HAdV-55 can cause fatal pneumonia in children, and shows a high rate of co-infection with other respiratory pathogens and a poorer prognosis combined with PB. Thus, HAdV-55 may be an important subtype in patients with HAdV-induced pneumonia who develop PIBO.
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Affiliation(s)
- Dongwei Zhang
- Department of Respiratory, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Yi Chen
- Center Laboratory, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Tingting Shi
- Department of Respiratory, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Huifeng Fan
- Department of Respiratory, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Xingui Tian
- State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
| | - Rong Zhou
- State Key Laboratory of Respiratory Diseases, Guangzhou Medical University, Guangzhou, China
| | - Li Huang
- Pediatric Intensive Care Unit, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Diyuan Yang
- Department of Respiratory, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Gen Lu
- Department of Respiratory, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
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Lamb HJ, Hayes BJ, Randhawa IAS, Nguyen LT, Ross EM. Genomic prediction using low-coverage portable Nanopore sequencing. PLoS One 2021; 16:e0261274. [PMID: 34910782 PMCID: PMC8673642 DOI: 10.1371/journal.pone.0261274] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 11/26/2021] [Indexed: 11/18/2022] Open
Abstract
Most traits in livestock, crops and humans are polygenic, that is, a large number of loci contribute to genetic variation. Effects at these loci lie along a continuum ranging from common low-effect to rare high-effect variants that cumulatively contribute to the overall phenotype. Statistical methods to calculate the effect of these loci have been developed and can be used to predict phenotypes in new individuals. In agriculture, these methods are used to select superior individuals using genomic breeding values; in humans these methods are used to quantitatively measure an individual’s disease risk, termed polygenic risk scores. Both fields typically use SNP array genotypes for the analysis. Recently, genotyping-by-sequencing has become popular, due to lower cost and greater genome coverage (including structural variants). Oxford Nanopore Technologies’ (ONT) portable sequencers have the potential to combine the benefits genotyping-by-sequencing with portability and decreased turn-around time. This introduces the potential for in-house clinical genetic disease risk screening in humans or calculating genomic breeding values on-farm in agriculture. Here we demonstrate the potential of the later by calculating genomic breeding values for four traits in cattle using low-coverage ONT sequence data and comparing these breeding values to breeding values calculated from SNP arrays. At sequencing coverages between 2X and 4X the correlation between ONT breeding values and SNP array-based breeding values was > 0.92 when imputation was used and > 0.88 when no imputation was used. With an average sequencing coverage of 0.5x the correlation between the two methods was between 0.85 and 0.92 using imputation, depending on the trait. This suggests that ONT sequencing has potential for in clinic or on-farm genomic prediction, however, further work to validate these findings in a larger population still remains.
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Affiliation(s)
- Harrison J. Lamb
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, QLD, Australia
- * E-mail:
| | - Ben J. Hayes
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, QLD, Australia
| | - Imtiaz A. S. Randhawa
- School of Veterinary Science, The University of Queensland, Brisbane, QLD, Australia
| | - Loan T. Nguyen
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, QLD, Australia
| | - Elizabeth M. Ross
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, QLD, Australia
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