1. Generation of Personalized Donor-Specific Snv Maps from Cfdna in Ex Vivo Lung Perfusate Using Nanopore Sequencing.
- Author
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Yamamoto, H., Allen, J., Wilson, G.W., Akhter, A., Zuzarte, P.C., Simpson, J.T., Keshavjee, S., and Yeung, J.C.
- Subjects
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SHOTGUN sequencing , *CELL-free DNA , *SINGLE nucleotide polymorphisms , *WHOLE genome sequencing , *LUNGS , *DATABASES - Abstract
Donor-derived cell-free DNA (ddcfDNA) has been shown to be useful in monitoring lung graft health. Utilizing nanopore sequencing at relatively low coverage, single nucleotide variant (SNV) differences were identified between donor and recipient genomes in order to distinguish between donor and recipient derived plasma cfDNA. In this study, donor SNVs were called from ex vivo lung perfusion (EVLP) perfusate cfDNA using a Nanopore sequencer and validated by short-read whole genome sequencing (WGS) to verify its accuracy. cfDNA was extracted from 11 clinical EVLP perfusate samples and sequenced using a Nanopore sequencer. SNVs were identified by comparison to a reference genome. Nanopore SNVs were filtered as homozygous calls overlapping 1000Genomes SNP database. Matching short-read whole genome sequencing was performed on 4 matching samples to act as a gold standard. Furthermore, comparing Nanopore's accuracy in detecting ddcfDNA in plasma samples after transplant (Tx) to the WGS library were performed. Nanopore sequencing yielded genomic data with a median coverage of 4.88x using a single flow cell with a median run length of 72h. The median general error rate of the sequence was 5.55%, and the median number of SNP overlap with the 1000 Genomes SNP database was 2469207. When compared to the matching WGS database, the positive predictive value (PPV) of SNVs identified from 4X, 5X, 6X, 7X, and 8X regions were 92%, 95%, 97%, 98%, 98%. (Fig A-D). The nanopore results showed comparable results to the WGS library for ddcfDNA detection in post Tx plasma (Fig E). Despite the lower sequencing accuracy and depth obtained from nanopore sequencing, a high PPV can be achieved in a set of donor-specific SNVs when appropriately filtered by read depth and overlap with SNP databases. This demonstrates potential for the use of nanopore sequencing to generate personalized donor cfDNA maps for use in post-operative donor-derived plasma cfDNA identification. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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