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1.
Plant Genome ; 16(1): e20270, 2023 03.
Article in English | MEDLINE | ID: mdl-36411593

ABSTRACT

Increasing rate of genetic gain for key agronomic traits through genomic selection requires the development of new molecular methods to run genome-wide single-nucleotide polymorphisms (SNPs). The main limitation of current methods is the cost is too high to screen breeding populations. Molecular inversion probes (MIPs) are a targeted genotyping-by-sequencing (GBS) method that could be used for soybean [Glycine max (L.) Merr.] that is both cost-effective, high-throughput, and provides high data quality to screen breeder's germplasm for genomic selection. A 1K MIP SNP set was developed for soybean with uniformly distributed markers across the genome. The SNPs were selected to maximize the number of informative markers in germplasm being tested in soybean breeding programs located in the northern-central and middle-southern regions of the United States. The 1K SNP MIP set was tested on diverse germplasm and a recombinant inbred line (RIL) population. Targeted sequencing with MIPs obtained an 85% enrichment for the targeted SNPs. The MIP genotyping accuracy was 93% overall, whereas homozygous call accuracy was 98% with <10% missing data. The accuracy of MIPs combined with its low per-sample cost makes it a powerful tool to enable genomic selection within soybean breeding programs.


Subject(s)
Genome, Plant , Genomics , Genotyping Techniques , Glycine max , Molecular Probe Techniques , Molecular Probes , Selection, Genetic , Glycine max/genetics , Genotyping Techniques/economics , Genotyping Techniques/methods , Molecular Probes/genetics , Molecular Probe Techniques/economics , Heterozygote , Workflow , Data Analysis , Polymorphism, Single Nucleotide/genetics , Plant Breeding , Sequence Alignment , Genotype , Reproducibility of Results , United States
2.
Prenat Diagn ; 41(11): 1449-1459, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34346064

ABSTRACT

OBJECTIVE: We investigated the cost-effectiveness of three sequential prenatal cystic fibrosis (CF) carrier screening strategies: genotyping both partners, genotyping one partner then sequencing the second, and sequencing both partners. METHOD: A decision-analytic model compared the strategies in a theoretical cohort of four million pregnant couples in the US population and five racial/ethnic sub-populations. Inputs were obtained from literature and varied in sensitivity analysis. Outcomes included cost per quality-adjusted life year (QALY), missed carrier couples, affected newborns, missed prenatal diagnoses, terminations, and procedure-related losses. The cost-effectiveness threshold was $100,000/QALY. RESULTS: Sequencing both partners identified 1099 carrier couples that were missed by genotyping both partners, leading to 273 fewer missed prenatal diagnoses, 152 more terminations, and 152 fewer affected newborns. A similar trend was observed in the genotyping followed by sequencing strategy. The incremental cost-effectiveness ratio of genotyping followed by sequencing compared to genotyping both partners was $180,004/QALY and the incremental cost-effectiveness ratio of sequencing both partners compared to genotyping followed by sequencing was $17.6 million/QALY. Sequencing both partners was cost-effective below $339 per test, genotyping/sequencing between $340 and $1837, and genotyping both partners above $1838. Sequencing was not cost-effective among five racial/ethnic sub-populations. CONCLUSION: Despite improved outcomes, sequencing for prenatal CF carrier screening was not cost-effective compared to genotyping. The clinical significance of the incremental cost-effectiveness of CF carrier screening is a matter of deliberation for public policy debate.


Subject(s)
Cystic Fibrosis/genetics , Genetic Carrier Screening/standards , Genotyping Techniques/economics , Prenatal Diagnosis/economics , Adult , Cost-Benefit Analysis/methods , Cystic Fibrosis/diagnosis , Female , Genetic Carrier Screening/methods , Genetic Carrier Screening/statistics & numerical data , Genotyping Techniques/methods , Genotyping Techniques/statistics & numerical data , Humans , Infant, Newborn , Pregnancy , Prenatal Diagnosis/methods , Prenatal Diagnosis/statistics & numerical data , Quality-Adjusted Life Years
3.
Pharmacogenomics J ; 21(5): 559-565, 2021 10.
Article in English | MEDLINE | ID: mdl-33731883

ABSTRACT

The demonstration of the link between certain genetic variations and drug response has allowed the emergence of pharmacogenetics, which offers many opportunities to improve patient care. Type-2 diabetes mellitus is a disease for which several gene polymorphisms have been reported to be associated with drug response. Sulfonylureas are commonly used for the management of this disease. Genetic polymorphisms of CYP2C9, the main enzyme involved in the metabolism of sulfonylureas, have been associated with the risk of severe hypoglycaemia, particularly in poor metabolizers carrying CYP2C9 *3/*3 genotype, and especially in the case of patients treated with glimepiride. The objectives of the present study were to evaluate the potential clinical and economic outcomes of using CYP2C9 genotype data to guide the management of SU regimen in patients initiating glimepiride therapy, and to identify factors affecting the cost-effectiveness of this treatment scheme. The analysis was conducted using a decision tree, considering a 1-year time horizon, and taking as perspective that of the French national health insurance system. With pharmacogenetic-guided therapy, the cost to avoid an episode of severe hypoglycaemia event per 100 000 patients treated was €421 834. Genotyping cost was the most influential factor on the incremental cost-effectiveness ratio. In conclusion, the potential cost of CYP2C9 genotype-guided dosing for glimepiride therapy is relatively high, and associated with modest improvements with respect to the number of hypoglycaemia avoided, as compared with standard dosing. Additional economic studies are required to better specify the usefulness of CYP2C9 genotyping prior to glimepiride regimen initiation.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Sulfonylurea Compounds/therapeutic use , Cost-Benefit Analysis , Cytochrome P-450 CYP2C9/genetics , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/genetics , Genotyping Techniques/economics , Genotyping Techniques/methods , Health Care Costs , Humans , Hypoglycemic Agents/economics , Polymorphism, Genetic , Sulfonylurea Compounds/economics , Treatment Outcome
4.
PLoS One ; 15(6): e0233800, 2020.
Article in English | MEDLINE | ID: mdl-32497070

ABSTRACT

Several studies suggest the relation of DNA methylation to diseases in humans and important phenotypes in plants drawing attention to this epigenetic mark as an important source of variability. In the last decades, several methodologies were developed to assess the methylation state of a genome. However, there is still a lack of affordable and precise methods for genome wide analysis in large sample size studies. Methyl sensitive double digestion MS-DArT sequencing method emerges as a promising alternative for methylation profiling. We developed a computational pipeline for the identification of DNA methylation using MS-DArT-seq data and carried out a pilot study using the Eucalyptus grandis tree sequenced for the species reference genome. Using a statistic framework as in differential expression analysis, 72,515 genomic sites were investigated and 5,846 methylated sites identified, several tissue specific, distributed along the species 11 chromosomes. We highlight a bias towards identification of DNA methylation in genic regions and the identification of 2,783 genes and 842 transposons containing methylated sites. Comparison with WGBS, DNA sequencing after treatment with bisulfite, data demonstrated a precision rate higher than 95% for our approach. The availability of a reference genome is useful for determining the genomic context of methylated sites but not imperative, making this approach suitable for any species. Our approach provides a cost effective, broad and reliable examination of DNA methylation profile on MspI/HpaII restriction sites, is fully reproducible and the source code is available on GitHub (https://github.com/wendelljpereira/ms-dart-seq).


Subject(s)
Cost-Benefit Analysis , DNA Methylation/genetics , Eucalyptus/genetics , Genotyping Techniques/methods , High-Throughput Nucleotide Sequencing/methods , Plant Leaves/genetics , Sequence Analysis, DNA/methods , Trees/genetics , Chromosomes, Plant/genetics , DNA Restriction Enzymes/genetics , DNA Transposable Elements/genetics , Genes, Plant/genetics , Genotyping Techniques/economics , High-Throughput Nucleotide Sequencing/economics , Pilot Projects , Reproducibility of Results , Restriction Mapping , Sequence Analysis, DNA/economics , Sulfites/pharmacology
5.
J Mol Diagn ; 22(8): 1087-1095, 2020 08.
Article in English | MEDLINE | ID: mdl-32473995

ABSTRACT

Multiple molecular tests are currently needed for accurate carrier testing for thalassemia. Therefore, long-molecule sequencing (LMS) was evaluated as an alternate on the PacBio Sequel platform for genotyping carriers of α-thalassemia or ß-thalassemia. Multiplex long PCR was used to generate representative amplicons for the α (HBA1/2) and ß (HBB) gene loci. Following LMS, circular consensus sequencing reads were aligned to the hg19 reference genome and variants called using FreeBayes software version 1.2.0. In a blinded study of 64 known carrier samples, all HBA1/2 and HBB variants detected by LMS were concordant with those independently assigned by targeted PCR assays. For HBA1/2 carrier samples, LMS accurately detected the common South East Asian, -α3.7, and -α4.2 deletions and four different rare single-nucleotide variants (SNVs). For HBB carrier samples, LMS accurately detected the most common Chinese insertion and deletion variant c.126_129delCTTT and 14 different SNVs/insertions and deletions and could discriminate compound heterozygous SNVs (trans configuration) and identify variants linked to benign SNPs (cis configuration). Overall, LMS displayed the hallmarks of a scalable, accurate, and cost-effective genotyping method. With further test coverage to additionally include detection of other clinically significant HBA1/2 copy number variations, such as the Thai, Mediterranean, and Filipino deletions, LMS may eventually serve as a comprehensive method for large-scale thalassemia carrier screening.


Subject(s)
DNA Copy Number Variations , Genetic Carrier Screening/methods , Genotyping Techniques/methods , Multiplex Polymerase Chain Reaction/methods , Polymorphism, Single Nucleotide , Whole Genome Sequencing/methods , alpha-Thalassemia/genetics , beta-Thalassemia/genetics , Asian People/genetics , Case-Control Studies , Cost-Benefit Analysis , Data Accuracy , Genetic Carrier Screening/economics , Genetic Loci , Genotype , Genotyping Techniques/economics , Humans , INDEL Mutation , Multiplex Polymerase Chain Reaction/economics , Whole Genome Sequencing/economics , alpha-Thalassemia/blood , alpha-Thalassemia/ethnology , beta-Thalassemia/blood , beta-Thalassemia/ethnology
6.
Front Immunol ; 11: 614, 2020.
Article in English | MEDLINE | ID: mdl-32373116

ABSTRACT

Background: Genetic tests for primary immunodeficiency disorders (PIDs) are expensive, time-consuming, and not easily accessible in developing countries. Therefore, we studied the feasibility of a customized single nucleotide variant (SNV) microarray that we developed to detect disease-causing variants and copy number variation (CNV) in patients with PIDs for only 40 Euros. Methods: Probes were custom-designed to genotype 9,415 variants of 277 PID-related genes, and were added to the genome-wide Illumina Global Screening Array (GSA). Data analysis of GSA was performed using Illumina GenomeStudio 2.0, Biodiscovery Nexus 10.0, and R-3.4.4 software. Validation of genotype calling was performed by comparing the GSA with whole-genome sequencing (WGS) data of 56 non-PID controls. DNA samples of 95 clinically diagnosed PID patients, of which 60 patients (63%) had a genetically established diagnosis (by Next-Generation Sequencing (NGS) PID panels or Sanger sequencing), were analyzed to test the performance of the GSA. The additional SNVs detected by GSA were validated by Sanger sequencing. Results: Genotype calling of the customized array had an accuracy rate of 99.7%. The sensitivity for detecting rare PID variants was high (87%). The single sample replication in two runs was high (94.9%). The customized GSA was able to generate a genetic diagnosis in 37 out of 95 patients (39%). These 37 patients included 29 patients in whom the genetic variants were confirmed by conventional methods (26 patients by SNV and 3 by CNV analysis), while in 8 patients a new genetic diagnosis was established (6 patients by SNV and 2 patients suspected for leukemia by CNV analysis). Twenty-eight patients could not be detected due to the limited coverage of the custom probes. However, the diagnostic yield can potentially be increased when newly updated variants are added. Conclusion: Our robust customized GSA seems to be a promising first-line rapid screening tool for PIDs at an affordable price, which opens opportunities for low-cost genetic testing in developing countries. The technique is scalable, allows numerous new genetic variants to be added, and offers the potential for genetic testing not only in PIDs, but also in many other genetic diseases.


Subject(s)
Genetic Testing/methods , Genotyping Techniques/methods , High-Throughput Nucleotide Sequencing/methods , Primary Immunodeficiency Diseases/genetics , Costs and Cost Analysis , DNA Copy Number Variations , Genotyping Techniques/economics , Humans , Polymorphism, Single Nucleotide , Reproducibility of Results
7.
Pharmacogenet Genomics ; 30(8): 175-183, 2020 10.
Article in English | MEDLINE | ID: mdl-32433339

ABSTRACT

BACKGROUND: Nucleotide triphosphate diphosphatase (NUDT15) genetic testing in addition to thiopurine methyl transferase (TPMT) is recommended to reduce the incidence of adverse severe myelotoxicity episodes induced by thiopurines. OBJECTIVE: We assessed the cost-effectiveness ratio of combined screening for TMPT and NUDT15 defective alleles by genotyping or next-generation sequencing (NGS) using TPMT genotyping as the reference. Because of the genetic differences in thiopurine toxicity, we tested the screening strategies on individuals of Caucasian and Asian descent. METHODS: A decision tree compared conventional TPMT genotyping with combined TPMT/NUDT15 genotyping or NGS using a Monte-Carlo microsimulation model of patients with inflammatory bowel disease. The main outcome was the incremental cost-effectiveness ratios (ICER) with effectiveness being one averted severe myelotoxicity requiring hospitalization. RESULTS: The mean estimated cost of the TPMT genotyping for one year is twice in Asian compared with Caucasian patients (980 euro/patient versus 488 euro/patient), and the effectiveness of TPMT genotyping in Caucasian avoided 43 severe myelosuppressions per 10 000 patients over a year compared with 3.6 per 10 000 patients in Asian. Combined TPMT/NUDT15 genotyping compared with TPMT genotyping had an ICER of 7 491 281 euro per severe myelotoxicity averted in Caucasian, compared to 619 euro in Asian. The ICER of the NGS-based screening strategy is disproportionally high compared with genotyping, irrespective of ethnic descent. CONCLUSION: With a low cost-effectiveness threshold, combined screening for NUDT15 and TPMT defective alleles is cost-effective compared to TMPT screening alone in patients of Asian descent, but is unrealistic from a cost-effectiveness point of view in Caucasians.


Subject(s)
Azathioprine/adverse effects , Bone Marrow Diseases/diagnosis , Drug Hypersensitivity/diagnosis , Genotyping Techniques/economics , Inflammatory Bowel Diseases/drug therapy , Methyltransferases/genetics , Pyrophosphatases/deficiency , Asian People/genetics , Azathioprine/pharmacokinetics , Bone Marrow Diseases/chemically induced , Bone Marrow Diseases/genetics , Cost-Benefit Analysis , Decision Trees , Drug Hypersensitivity/genetics , France/ethnology , Genotyping Techniques/methods , High-Throughput Nucleotide Sequencing/economics , Humans , Inflammatory Bowel Diseases/genetics , Monte Carlo Method , Sequence Analysis, DNA/economics , White People/genetics
8.
J Asthma ; 57(8): 850-857, 2020 08.
Article in English | MEDLINE | ID: mdl-31082286

ABSTRACT

Objective: To develop a detection method for single nucleotide polymorphisms (SNPs) of bronchial asthma (BA) susceptibility genes (IL-13, IL-33, and GSDMA) based on fluorescence PCR melting curves.Methods: Peripheral blood samples from 33 patients with BA were collected. DNA was extracted, and positive plasmids were constructed. Probes and primers for fluorescence polymerase chain reaction (PCR) were designed according to IL-13, IL-33, and GSDMA sequences, and the SNPs were separately detected by gene sequencing and fluorescence PCR melting curve.Results: The system was successfully divided into 3 SNPs, including IL-13, IL-33, and GSDMA, and a comparison of sequencing methods showed that the results were completely consistent. The lowest detection limit was 1 ng/reaction, the sensitivity and specificity were 100%, and this method had high repeatability (CV = 2.8%).Conclusion: The fluorescence PCR melting curve method is suitable for the rapid and accurate classification of SNPs. The method is economical, simple, and efficient, and is suitable for the screening of the susceptible gene SNPs in a large-scale population of patients with BA.


Subject(s)
Asthma/diagnosis , Genetic Testing/methods , Genotyping Techniques/methods , Mass Screening/methods , Polymerase Chain Reaction/methods , Adolescent , Adult , Asthma/blood , Asthma/genetics , Feasibility Studies , Female , Fluorescence , Genetic Predisposition to Disease , Genotyping Techniques/economics , Humans , Interleukin-13/genetics , Interleukin-33/genetics , Male , Mass Screening/economics , Neoplasm Proteins/genetics , Polymerase Chain Reaction/economics , Polymorphism, Single Nucleotide , Sensitivity and Specificity , Young Adult
9.
G3 (Bethesda) ; 10(2): 581-590, 2020 02 06.
Article in English | MEDLINE | ID: mdl-31826882

ABSTRACT

Genomic selection enables cumulative genetic gains in key production traits such as disease resistance, playing an important role in the economic and environmental sustainability of aquaculture production. However, it requires genome-wide genetic marker data on large populations, which can be prohibitively expensive. Genotype imputation is a cost-effective method for obtaining high-density genotypes, but its value in aquaculture breeding programs which are characterized by large full-sibling families has yet to be fully assessed. The aim of this study was to optimize the use of low-density genotypes and evaluate genotype imputation strategies for cost-effective genomic prediction. Phenotypes and genotypes (78,362 SNPs) were obtained for 610 individuals from a Scottish Atlantic salmon breeding program population (Landcatch, UK) challenged with sea lice, Lepeophtheirus salmonis The genomic prediction accuracy of genomic selection was calculated using GBLUP approaches and compared across SNP panels of varying densities and composition, with and without imputation. Imputation was tested when parents were genotyped for the optimal SNP panel, and offspring were genotyped for a range of lower density imputation panels. Reducing SNP density had little impact on prediction accuracy until 5,000 SNPs, below which the accuracy dropped. Imputation accuracy increased with increasing imputation panel density. Genomic prediction accuracy when offspring were genotyped for just 200 SNPs, and parents for 5,000 SNPs, was 0.53. This accuracy was similar to the full high density and optimal density dataset, and markedly higher than using 200 SNPs without imputation. These results suggest that imputation from very low to medium density can be a cost-effective tool for genomic selection in Atlantic salmon breeding programs.


Subject(s)
Genetic Markers , Genomics , Genotype , Genotyping Techniques , Salmo salar/classification , Salmo salar/genetics , Selection, Genetic , Algorithms , Animals , Genetic Testing , Genome-Wide Association Study , Genomics/economics , Genomics/methods , Genotyping Techniques/economics , Models, Genetic , Phenotype , Polymorphism, Single Nucleotide , Reproducibility of Results
10.
J Appl Lab Med ; 3(4): 617-630, 2019 01.
Article in English | MEDLINE | ID: mdl-31639730

ABSTRACT

BACKGROUND: For far too long, the diagnosis of bloodstream infections has relied on time-consuming blood cultures coupled with traditional organism identification and susceptibility testing. Technologies to define the culprit in bloodstream infections have gained sophistication in recent years, notably by application of molecular methods. CONTENT: In this review, we summarize the tests available to clinical laboratories for molecular rapid identification and resistance marker detection in blood culture bottles that have flagged positive. We explore the cost-benefit ratio of such assays, covering aspects that include performance characteristics, effect on patient care, and relevance to antibiotic stewardship initiatives. SUMMARY: Rapid blood culture diagnostics represent an advance in the care of patients with bloodstream infections, particularly those infected with resistant organisms. These diagnostics are relatively easy to implement and appear to have a positive cost-benefit balance, particularly when fully incorporated into a hospital's antimicrobial stewardship program.


Subject(s)
Antimicrobial Stewardship/trends , Bacteremia/diagnosis , Blood Culture/methods , Clinical Laboratory Services/trends , Fungemia/diagnosis , Anti-Infective Agents/pharmacology , Anti-Infective Agents/therapeutic use , Antimicrobial Stewardship/economics , Antimicrobial Stewardship/methods , Bacteremia/drug therapy , Bacteremia/economics , Bacteremia/microbiology , Bacteria/genetics , Bacteria/isolation & purification , Bacterial Proteins/genetics , Bacterial Proteins/isolation & purification , Blood Culture/economics , Blood Culture/trends , Clinical Laboratory Services/economics , Clinical Laboratory Services/organization & administration , Cost-Benefit Analysis , DNA, Bacterial/isolation & purification , DNA, Fungal/isolation & purification , Drug Resistance, Bacterial/genetics , Drug Resistance, Fungal/genetics , Fungal Proteins/genetics , Fungal Proteins/isolation & purification , Fungemia/drug therapy , Fungemia/economics , Fungemia/microbiology , Fungi/genetics , Fungi/isolation & purification , Genotyping Techniques/economics , Genotyping Techniques/instrumentation , Genotyping Techniques/methods , Health Care Costs , Humans , Microbial Sensitivity Tests/instrumentation , Microbial Sensitivity Tests/methods , Time Factors , Time-to-Treatment
11.
J Infect Dis ; 220(10): 1609-1619, 2019 10 08.
Article in English | MEDLINE | ID: mdl-31536132

ABSTRACT

BACKGROUND: Human papillomaviruses (HPV) cause over 500 000 cervical cancers each year, most of which occur in low-resource settings. Human papillomavirus genotyping is important to study natural history and vaccine efficacy. We evaluated TypeSeq, a novel, next-generation, sequencing-based assay that detects 51 HPV genotypes, in 2 large international epidemiologic studies. METHODS: TypeSeq was evaluated in 2804 cervical specimens from the Study to Understand Cervical Cancer Endpoints and Early Determinants (SUCCEED) and in 2357 specimens from the Costa Rica Vaccine Trial (CVT). Positive agreement and risks of precancer for individual genotypes were calculated for TypeSeq in comparison to Linear Array (SUCCEED). In CVT, positive agreement and vaccine efficacy were calculated for TypeSeq and SPF10-LiPA. RESULTS: We observed high overall and positive agreement for most genotypes between TypeSeq and Linear Array in SUCCEED and SPF10-LiPA in CVT. There was no significant difference in risk of precancer between TypeSeq and Linear Array in SUCCEED or in estimates of vaccine efficacy between TypeSeq and SPF10-LiPA in CVT. CONCLUSIONS: The agreement of TypeSeq with Linear Array and SPF10-LiPA, 2 well established standards for HPV genotyping, demonstrates its high accuracy. TypeSeq provides high-throughput, affordable HPV genotyping for world-wide studies of cervical precancer risk and of HPV vaccine efficacy.


Subject(s)
Genotype , Genotyping Techniques/methods , High-Throughput Nucleotide Sequencing/methods , Papillomaviridae/classification , Papillomaviridae/isolation & purification , Papillomavirus Infections/diagnosis , Uterine Cervical Neoplasms/diagnosis , Adolescent , Adult , Aged , Aged, 80 and over , Costa Rica , Costs and Cost Analysis , Cross-Sectional Studies , Female , Genotyping Techniques/economics , High-Throughput Nucleotide Sequencing/economics , Humans , Middle Aged , Papillomaviridae/genetics , Papillomavirus Infections/prevention & control , Papillomavirus Infections/virology , Papillomavirus Vaccines/immunology , Uterine Cervical Neoplasms/prevention & control , Uterine Cervical Neoplasms/virology , Young Adult
12.
Genes (Basel) ; 10(9)2019 08 29.
Article in English | MEDLINE | ID: mdl-31470607

ABSTRACT

Enteroviruses affect millions of people worldwide and are of significant clinical importance. The standard method for enterovirus identification and genotyping still relies on Sanger sequencing of short diagnostic amplicons. In this study, we assessed the feasibility of nanopore sequencing using the new flow cell "Flongle" for fast, cost-effective, and accurate genotyping of human enteroviruses from clinical samples. PCR amplification of partial VP1 gene was performed from multiple patient samples, which were multiplexed together after barcoding PCR and sequenced multiple times on Flongle flow cells. The nanopore consensus sequences obtained from mapping reads to a reference database were compared to their Sanger sequence counterparts. Using clinical specimens sampled over different years, we were able to correctly identify enterovirus species and genotypes for all tested samples, even when doubling the number of barcoded samples on one flow cell. Average sequence identity across sequencing runs was >99.7%. Phylogenetic analysis showed that the consensus sequences achieved with Flongle delivered accurate genotyping. We conclude that the new Flongle-based assay with its fast turnover time, low cost investment, and low cost per sample represents an accurate, reproducible, and cost-effective platform for enterovirus identification and genotyping.


Subject(s)
Enterovirus/genetics , Genotyping Techniques/methods , Molecular Diagnostic Techniques/methods , Sequence Analysis, RNA/methods , Consensus Sequence , Genotyping Techniques/economics , Genotyping Techniques/instrumentation , Molecular Diagnostic Techniques/economics , Molecular Diagnostic Techniques/instrumentation , Nanopores , Sequence Analysis, RNA/economics , Sequence Analysis, RNA/instrumentation , Viral Fusion Proteins/genetics
13.
Genet Sel Evol ; 51(1): 44, 2019 Aug 14.
Article in English | MEDLINE | ID: mdl-31412777

ABSTRACT

BACKGROUND: Experimental intercrosses between outbred founder populations are powerful resources for mapping loci that contribute to complex traits i.e. quantitative trait loci (QTL). Here, we present an approach and its accompanying software for high-resolution reconstruction of founder mosaic genotypes in the intercross offspring from such populations using whole-genome high-coverage sequence data on founder individuals (~ 30×) and very low-coverage sequence data on intercross individuals (< 0.5×). Sets of founder-line informative markers were selected for each full-sib family and used to infer the founder mosaic genotypes of the intercross individuals. The application of this approach and the quality of the estimated genome-wide genotypes are illustrated in a large F2 pedigree between two divergently selected lines of chickens. RESULTS: We describe how we obtained whole-genome genotype data for hundreds of individuals in a cost- and time-efficient manner by using a Tn5-based library preparation protocol and an imputation algorithm that was optimized for this application. In total, 7.6 million markers segregated in this pedigree and, within each full-sib family, between 10.0 and 13.7% of these were fully informative, i.e. fixed for alternative alleles in the founders from the divergent lines, and were used for reconstruction of the offspring mosaic genotypes. The genotypes that were estimated based on the low-coverage sequence data were highly consistent (> 95% agreement) with those obtained using individual single nucleotide polymorphism (SNP) genotyping. The estimated resolution of the inferred recombination breakpoints was relatively high, with 50% of them being defined on regions shorter than 10 kb. CONCLUSIONS: A method and software for inferring founder mosaic genotypes in intercross offspring from low-coverage whole-genome sequencing in pedigrees from heterozygous founders are described. They provide high-quality, high-resolution genotypes in a time- and cost-efficient manner. The software is freely available at https://github.com/CarlborgGenomics/Stripes .


Subject(s)
Chickens/genetics , Genotyping Techniques , Whole Genome Sequencing , Animals , Breeding , Costs and Cost Analysis , Crosses, Genetic , Datasets as Topic , Female , Founder Effect , Genotyping Techniques/economics , Male , Pedigree , Polymorphism, Single Nucleotide , Software , Whole Genome Sequencing/economics
14.
J Dairy Sci ; 102(11): 10073-10087, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31447148

ABSTRACT

Genomic evaluation of cows and the use of sexed semen have recently provided opportunities for commercial dairy farmers to accelerate genetic progress at the herd level by increasing both selection accuracy and selection intensity. Because implementing genomic tests or using sexed semen generate extra costs, a higher investment capacity of the farm is required. In this study, we compared the effect of female genotyping alone or combined with the use of sexed semen on genetic and economic performance of the herds. Three typical Montbéliarde herds with different farming systems were considered: a 77-cow herd producing milk at a high price sold to make cheese with a protected designation of origin, a 60-cow herd producing organic milk at a medium price sold for dairy, and a 120-cow herd producing standard milk at a lower price sold for dairy. Eight alternative scenarios were simulated over a 10-yr period for each herd, with combinations of the following: use (or not) of dairy sexed semen, use (or not) of beef breed semen, use (or not) of female genotyping at 15 d of age. A mechanistic, stochastic, and dynamic model was used to mimic the farmer's daily decisions and the individual cow's biology. Heifers (80%) and first-lactation cows (30%) that ranked highest on the French total merit index (France's national dairy index) were inseminated with sexed semen to ensure replacement and to maximize genetic gain, when sexed semen was used. During the 10 yr of simulation, scenarios that included sexed semen (whether female genotyping was used or not) gained, on average, one extra year of overall genetic gain over scenarios that did not include sexed semen. During the same period, scenarios that used female genotyping (whether sexed semen was used or not) gained, on average, 5 mo of overall genetic gain over scenarios using parent average only. The highest gains in net margin were always obtained when combining use of sexed semen with terminal crossbreeding. Maximum genotyping prices under which routine female genotyping is economically valuable (breakeven prices of genotyping) were under €37. Maximum genotyping prices, such that the female genotyping costs are refunded within 10 yr of investment (investor genotyping price), were under €26. However, they would be higher over a longer period of use because genetic gain is cumulative. Because genotyping price is expected to decrease in the future, female genotyping will be worthwhile if combined with the use of sexed semen and beef breed semen.


Subject(s)
Animal Husbandry/economics , Cattle/physiology , Cheese/economics , Dairying/economics , Milk/economics , Animals , Breeding/economics , Breeding/methods , Cattle/genetics , Cattle/growth & development , Costs and Cost Analysis , Decision Making , Farmers , Farms , Female , France , Genotype , Genotyping Techniques/economics , Genotyping Techniques/veterinary , Insemination, Artificial/veterinary , Lactation , Milk/metabolism , Semen/physiology , Sex Preselection/veterinary
15.
BMC Infect Dis ; 19(1): 738, 2019 Aug 22.
Article in English | MEDLINE | ID: mdl-31438880

ABSTRACT

BACKGROUND: The technique most frequently used to genotype HCV is quantitative RT-PCR. This technique is unable to provide an accurate genotype/subtype for many samples; we decided to develop an in-house method with the goal of accurately identifying the genotype of all samples. As a Belgium National Centre of reference for hepatitis, we developed in-house sequencing not only for 5'UTR and core regions starting from VERSANT LiPA amplicons but also for NS5B regions. The sequencing of VERSANT LiPA amplicons might be useful for many laboratories worldwide using the VERSANT LiPA assay to overcome undetermined results. METHODS: 100 samples from Hepatitis C virus infected patients analysed by the VERSANT HCV Genotype 2.0 LiPA Assay covering frequent HCV types and subtypes were included in this study. NS5B, 5'UTR and Core home-made sequencing were then performed on these samples. The sequences obtained were compared with the HCV genomic BLAST bank. RESULTS: All the samples were characterised by the VERSANT LiPA assay (8 G1a, 17 G1b, 6 G2, 11 G3, 13 G4, and 10 G6). It was not possible to discriminate between G6 and G1 by the VERSANT LiPA assay for 8 samples and 27 had an undetermined genotype. Forty-one samples were sequenced for the three regions: NS5B, 5'UTR and Core. Twenty-three samples were sequenced for two regions: 5' UTR and Core and 36 samples were sequenced only for NS5B. Of the 100 samples included, 64 samples were analysed for 5'UTR and Core sequencing and 79 samples were analysed for NS5B sequencing. The global agreement between VERSANT LiPA assay and sequencing was greater than 95%. CONCLUSIONS: In this study, we describe a new, original method to confirm HCV genotypes of samples not discriminated by a commercial assay, using amplicons already obtained by the screening method, here the VERSANT LiPA assay. This method thus saves one step if a confirmation assay is needed and might be of usefulness for many laboratories worldwide performing VERSANT LiPA assay in particular.


Subject(s)
Genotyping Techniques/methods , Hepacivirus/genetics , Hepatitis C/diagnosis , Molecular Probe Techniques , Reagent Kits, Diagnostic , Sequence Analysis, RNA/methods , 5' Untranslated Regions , Base Sequence , Commerce , Genomics/methods , Genotype , Genotyping Techniques/economics , Hepacivirus/isolation & purification , Hepatitis C/virology , Humans , Molecular Probe Techniques/economics , Phylogeny , RNA, Viral/analysis , RNA, Viral/isolation & purification , Reagent Kits, Diagnostic/economics , Retrospective Studies , Sequence Analysis, RNA/economics , Tertiary Care Centers
16.
Proc Natl Acad Sci U S A ; 116(37): 18507-18516, 2019 09 10.
Article in English | MEDLINE | ID: mdl-31451639

ABSTRACT

Genome-wide phenotypic screens provide an unbiased way to identify genes involved in particular biological traits, and have been widely used in lower model organisms. However, cost and time have limited the utility of such screens to address biological and disease questions in mammals. Here we report a highly efficient piggyBac (PB) transposon-based first-generation (F1) dominant screening system in mice that enables an individual investigator to conduct a genome-wide phenotypic screen within a year with fewer than 300 cages. The PB screening system uses visually trackable transposons to induce both gain- and loss-of-function mutations and generates genome-wide distributed new insertions in more than 55% of F1 progeny. Using this system, we successfully conducted a pilot F1 screen and identified 5 growth retardation mutations. One of these mutants, a Six1/4 PB/+ mutant, revealed a role in milk intake behavior. The mutant animals exhibit abnormalities in nipple recognition and milk ingestion, as well as developmental defects in cranial nerves V, IX, and X. This PB F1 screening system offers individual laboratories unprecedented opportunities to conduct affordable genome-wide phenotypic screens for deciphering the genetic basis of mammalian biology and disease pathogenesis.


Subject(s)
Chromosome Mapping/methods , DNA Transposable Elements/genetics , Genome , Genotyping Techniques/methods , Mutagenesis, Insertional/methods , Animals , Animals, Newborn , Chromosome Mapping/economics , Disease Models, Animal , Embryo, Mammalian , Feasibility Studies , Female , Fetal Growth Retardation/genetics , Fibroblasts , Genotyping Techniques/economics , Humans , Male , Mice/genetics , Mice, Transgenic , Mutagenesis, Insertional/economics , Mutation , Phenotype , Primary Cell Culture
17.
PLoS One ; 14(6): e0216998, 2019.
Article in English | MEDLINE | ID: mdl-31158235

ABSTRACT

Non-invasive genotyping methods provide valuable information on insect populations. However, poor DNA amplification and time-consuming sampling procedures limit these methods, especially for small insects. An efficient and convenient method was developed for non-invasive, non-lethal genotyping of a large insect, Mythimna separata, and a small insect, Drosophila melanogaster, by amplification of endogenous and exogenous, nuclear and mitochondrial genes from insect frass, exuviae, and food waste. For M. separata, the chitin synthesis gene MsCHSB and the COI gene were successfully detected by PCR from exuviae DNA. However, a COI fragment could not be detected directly by PCR from frass, probably due to DNA degradation. To improve the detection rate, DNA from frass was first amplified by Multiple Displacement Amplification with phi29 DNA polymerase, after which the COI fragment was detected from all samples by PCR. For D. melanogaster, second instar larvae were reared individually for three days and then DNA was extracted from food waste of each individual. The endogenous fragment serendipity α (sryα), exogenous transgene ΦC31 integrase, and the kl-5 gene, a Y-chromosome-located male-specific marker gene were successfully detected from most samples. We developed a simple, non-invasive, non-lethal method to determine gender and identify transgenic individuals early in the larval stage. This universal method is applicable to most insects and has potential application in genetic and ecological studies of insects and other arthropods.


Subject(s)
Cost-Benefit Analysis , Drosophila melanogaster/genetics , Genotyping Techniques/economics , Genotyping Techniques/methods , Lepidoptera/genetics , Animals
20.
Biotechniques ; 67(1): 6-10, 2019 07.
Article in English | MEDLINE | ID: mdl-31124706

ABSTRACT

SNPs and single base pair (SBP) insertion/deletions (indels) are not only the most abundant genetic markers for genetic mapping and breeding selection, but also always occur in the mutants generated from chemical mutagenesis or CRISPR/Cas9-mediated genome editing. Most of the current SNP and SBP indel genotyping methods are time-consuming and/or require special equipment or reagents. Here, we describe an improved heteroduplex analysis method, named iHDA, that can readily discriminate SNP and SBP indel alleles with specially designed DNA probes that harbor a couple of nucleotides adjacent to the SNP site. By hybridizing with the same probe, SNP and SBP indel alleles form different heteroduplexes, differing in bulge size, which show different mobility on a polyacrylamide gel. Therefore, iHDA is an easy, fast and inexpensive method for SNP and SBP indel genotyping.


Subject(s)
Heteroduplex Analysis/methods , INDEL Mutation , Polymorphism, Single Nucleotide , Base Pairing , CRISPR-Cas Systems , DNA, Plant/genetics , Genotyping Techniques/economics , Genotyping Techniques/methods , Heteroduplex Analysis/economics , Oryza/genetics , Time Factors
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