scholarly journals Long Range PCR-based deep sequencing for haplotype determination in mixed HCMV infections

2021 ◽  
Author(s):  
Nadja Brait ◽  
Busra Kulekci ◽  
Irene Goerzer

Short read sequencing, which has extensively been used to decipher the genome diversity of human cytomegalovirus (HCMV) strains, often falls short to assess co-linearity of non-adjacent polymorphic sites in mixed HCMV populations. In the present study, we established a long amplicon sequencing workflow to identify number and relative quantities of unique HCMV haplotypes in mixtures. Accordingly, long read PacBio sequencing was applied to amplicons spanning over multiple polymorphic sites. Initial validation of this approach was performed with defined HCMV DNA templates derived from cell-free viruses and was further tested for its suitability on patient samples carrying mixed HCMV infections. Our data show that artificial HCMV DNA mixtures were correctly determined upon long amplicon sequencing down to 1% abundance of the minor DNA source. Total error rate of mapped reads ranged from 0.17 to 0.43 depending on the stringency of quality trimming. PCR products of up to 7.7 kb and a GC content <55% were efficiently generated when DNA was directly isolated from bronchoalveolar lavage samples, yet long range PCR may display a slightly lower sensitivity compared to short amplicons. In a single sample, up to three distinct haplotypes were identified showing varying relative frequencies. Intra-patient haplotype diversity is unevenly distributed across the target site and often interspersed by long identical stretches, thus unable to be linked by short reads. Moreover, diversity at single polymorphic regions as assessed by short amplicon sequencing may markedly underestimate the overall diversity of mixed populations. Quantitative haplotype determination by long amplicon sequencing provides a novel approach for HCMV strain characterisation in mixed infected samples which can be scaled up to cover the majority of the genome. This will substantially improve our understanding of intra-host HCMV strain diversity and its dynamic behaviour.

2021 ◽  
Author(s):  
Nadja Brait ◽  
Büsra Kül ◽  
Irene Goerzer

Abstract Background Short read sequencing, which has extensively been used to decipher the genome diversity of human cytomegalovirus (HCMV) strains, often falls short to assess co-linearity of non-adjacent polymorphic sites in mixed HCMV populations. In the present study, we established a long amplicon sequencing workflow to identify number and relative quantities of unique HCMV haplotypes in mixtures. Accordingly, long read PacBio sequencing was applied to amplicons spanning over multiple polymorphic sites. Initial validation of this approach was performed with defined HCMV DNA templates derived from cell-free viruses and was further tested for its suitability on patient samples carrying mixed HCMV infections. Results Our data show that artificial HCMV DNA mixtures were correctly determined upon long amplicon sequencing down to 1% abundance of the minor DNA source. Total error rate of mapped reads ranged from 0.17 to 0.43 depending on the stringency of quality trimming. PCR products of up to 7.7 kb and a GC content < 55% were efficiently generated when DNA was directly isolated from bronchoalveolar lavage samples, yet long range PCR may display a slightly lower sensitivity compared to short amplicons. In a single sample, up to three distinct haplotypes were identified showing varying relative frequencies. Intra-patient haplotype diversity is unevenly distributed across the target site and often interspersed by long identical stretches, thus unable to be linked by short reads. Moreover, diversity at single polymorphic regions as assessed by short amplicon sequencing may markedly underestimate the overall diversity of mixed populations. Conclusions Quantitative haplotype determination by long amplicon sequencing provides a novel approach for HCMV strain characterisation in mixed infected samples which can be scaled up to cover the majority of the genome. This will substantially improve our understanding of intra-host HCMV strain diversity and its dynamic behaviour.


BMC Genomics ◽  
2022 ◽  
Vol 23 (1) ◽  
Author(s):  
Nadja Brait ◽  
Büşra Külekçi ◽  
Irene Goerzer

Abstract Background Short read sequencing has been used extensively to decipher the genome diversity of human cytomegalovirus (HCMV) strains, but falls short to reveal individual genomes in mixed HCMV strain populations. Novel third-generation sequencing platforms offer an extended read length and promise to resolve how distant polymorphic sites along individual genomes are linked. In the present study, we established a long amplicon PacBio sequencing workflow to identify the absolute and relative quantities of unique HCMV haplotypes spanning over multiple hypervariable sites in mixtures. Initial validation of this approach was performed with defined HCMV DNA templates derived from cell-culture enriched viruses and was further tested for its suitability on patient samples carrying mixed HCMV infections. Results Total substitution and indel error rate of mapped reads ranged from 0.17 to 0.43% depending on the stringency of quality trimming. Artificial HCMV DNA mixtures were correctly determined down to 1% abundance of the minor DNA source when the total HCMV DNA input was 4 × 104 copies/ml. PCR products of up to 7.7 kb and a GC content < 55% were efficiently generated when DNA was directly isolated from patient samples. In a single sample, up to three distinct haplotypes were identified showing varying relative frequencies. Alignments of distinct haplotype sequences within patient samples showed uneven distribution of sequence diversity, interspersed by long identical stretches. Moreover, diversity estimation at single polymorphic regions as assessed by short amplicon sequencing may markedly underestimate the overall diversity of mixed haplotype populations. Conclusions Quantitative haplotype determination by long amplicon sequencing provides a novel approach for HCMV strain characterisation in mixed infected samples which can be scaled up to cover the majority of the genome by multi-amplicon panels. This will substantially improve our understanding of intra-host HCMV strain diversity and its dynamic behaviour.


2021 ◽  
Vol 22 (4) ◽  
pp. 1508
Author(s):  
Jordi Maggi ◽  
Samuel Koller ◽  
Luzy Bähr ◽  
Silke Feil ◽  
Fatma Kivrak Pfiffner ◽  
...  

The purpose of this study was to develop a flexible, cost-efficient, next-generation sequencing (NGS) protocol for genetic testing. Long-range polymerase chain reaction (PCR) amplicons of up to 20 kb in size were designed to amplify entire genomic regions for a panel (n = 35) of inherited retinal disease (IRD)-associated loci. Amplicons were pooled and sequenced by NGS. The analysis was applied to 227 probands diagnosed with IRD: (A) 108 previously molecularly diagnosed, (B) 94 without previous genetic testing, and (C) 25 undiagnosed after whole-exome sequencing (WES). The method was validated with 100% sensitivity on cohort A. Long-range PCR-based sequencing revealed likely causative variant(s) in 51% and 24% of proband from cohorts B and C, respectively. Breakpoints of 3 copy number variants (CNVs) could be characterized. Long-range PCR libraries spike-in extended coverage of WES. Read phasing confirmed compound heterozygosity in 5 probands. The proposed sequencing protocol provided deep coverage of the entire gene, including intronic and promoter regions. Our method can be used (i) as a first-tier assay to reduce genetic testing costs, (ii) to elucidate missing heritability cases, (iii) to characterize breakpoints of CNVs at nucleotide resolution, (iv) to extend WES data to non-coding regions by spiking-in long-range PCR libraries, and (v) to help with phasing of candidate variants.


2018 ◽  
Vol 38 (1) ◽  
pp. 63-71 ◽  
Author(s):  
Hui Wang ◽  
Shaoyuan Li ◽  
Shengli Li ◽  
Niping Jiang ◽  
Jimin Guo ◽  
...  

2012 ◽  
Vol 48 (51) ◽  
pp. 6405 ◽  
Author(s):  
Honglu Zhang ◽  
Jie Chao ◽  
Dun Pan ◽  
Huajie Liu ◽  
Qing Huang ◽  
...  

2010 ◽  
Vol 30 (S 01) ◽  
pp. S158-S161
Author(s):  
B. Pezeshkpoor ◽  
N. Nüsgen ◽  
H. Dermer ◽  
N. Vidovic ◽  
B. Niemann ◽  
...  

Technologies ◽  
2019 ◽  
Vol 7 (2) ◽  
pp. 31 ◽  
Author(s):  
Costas Boletsis ◽  
Stian Kongsvik

The drum-like virtual reality (VR) keyboard is a contemporary, controller-based interface for text input in VR that uses a drum set metaphor. The controllers are used as sticks which, through downward movements, “press” the keys of the virtual keyboard. In this work, a preliminary feasibility study of the drum-like VR keyboard is described, focusing on the text entry rate and accuracy as well as its usability and the user experience it offers. Seventeen participants evaluated the drum-like VR keyboard by having a typing session and completing a usability and a user experience questionnaire. The interface achieved a good usability score, positive experiential feedback around its entertaining and immersive qualities, a satisfying text entry rate (24.61 words-per-minute), as well as moderate-to-high total error rate (7.2%) that can probably be further improved in future studies. The work provides strong indications that the drum-like VR keyboard can be an effective and entertaining way to type in VR.


Lab on a Chip ◽  
2012 ◽  
Vol 12 (22) ◽  
pp. 4738 ◽  
Author(s):  
Mohamed Lemine Youba Diakité ◽  
Jerôme Champ ◽  
Stephanie Descroix ◽  
Laurent Malaquin ◽  
François Amblard ◽  
...  

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