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De novo assembly of human genome at single-cell levels

Genome assembly has been benefited from long-read sequencing technologies with higher accuracy and higher continuity. However, most human genome assembly require large amount of DNAs from homogeneous cell lines without keeping cell heterogeneities, since cell heterogeneity could profoundly affect ha...

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Detalles Bibliográficos
Autores principales: Xie, Haoling, Li, Wen, Hu, Yuqiong, Yang, Cheng, Lu, Jiansen, Guo, Yuqing, Wen, Lu, Tang, Fuchou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303314/
https://www.ncbi.nlm.nih.gov/pubmed/35819189
http://dx.doi.org/10.1093/nar/gkac586
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author Xie, Haoling
Li, Wen
Hu, Yuqiong
Yang, Cheng
Lu, Jiansen
Guo, Yuqing
Wen, Lu
Tang, Fuchou
author_facet Xie, Haoling
Li, Wen
Hu, Yuqiong
Yang, Cheng
Lu, Jiansen
Guo, Yuqing
Wen, Lu
Tang, Fuchou
author_sort Xie, Haoling
collection PubMed
description Genome assembly has been benefited from long-read sequencing technologies with higher accuracy and higher continuity. However, most human genome assembly require large amount of DNAs from homogeneous cell lines without keeping cell heterogeneities, since cell heterogeneity could profoundly affect haplotype assembly results. Herein, using single-cell genome long-read sequencing technology (SMOOTH-seq), we have sequenced K562 and HG002 cells on PacBio HiFi and Oxford Nanopore Technologies (ONT) platforms and conducted de novo genome assembly. For the first time, we have completed the human genome assembly with high continuity (with NG50 of ∼2 Mb using 95 individual K562 cells) at single-cell levels, and explored the impact of different assemblers and sequencing strategies on genome assembly. With sequencing data from 30 diploid individual HG002 cells of relatively high genome coverage (average coverage ∼41.7%) on ONT platform, the NG50 can reach over 1.3 Mb. Furthermore, with the assembled genome from K562 single-cell dataset, more complete and accurate set of insertion events and complex structural variations could be identified. This study opened a new chapter on the practice of single-cell genome de novo assembly.
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spelling pubmed-93033142022-07-22 De novo assembly of human genome at single-cell levels Xie, Haoling Li, Wen Hu, Yuqiong Yang, Cheng Lu, Jiansen Guo, Yuqing Wen, Lu Tang, Fuchou Nucleic Acids Res Genomics Genome assembly has been benefited from long-read sequencing technologies with higher accuracy and higher continuity. However, most human genome assembly require large amount of DNAs from homogeneous cell lines without keeping cell heterogeneities, since cell heterogeneity could profoundly affect haplotype assembly results. Herein, using single-cell genome long-read sequencing technology (SMOOTH-seq), we have sequenced K562 and HG002 cells on PacBio HiFi and Oxford Nanopore Technologies (ONT) platforms and conducted de novo genome assembly. For the first time, we have completed the human genome assembly with high continuity (with NG50 of ∼2 Mb using 95 individual K562 cells) at single-cell levels, and explored the impact of different assemblers and sequencing strategies on genome assembly. With sequencing data from 30 diploid individual HG002 cells of relatively high genome coverage (average coverage ∼41.7%) on ONT platform, the NG50 can reach over 1.3 Mb. Furthermore, with the assembled genome from K562 single-cell dataset, more complete and accurate set of insertion events and complex structural variations could be identified. This study opened a new chapter on the practice of single-cell genome de novo assembly. Oxford University Press 2022-07-12 /pmc/articles/PMC9303314/ /pubmed/35819189 http://dx.doi.org/10.1093/nar/gkac586 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Genomics
Xie, Haoling
Li, Wen
Hu, Yuqiong
Yang, Cheng
Lu, Jiansen
Guo, Yuqing
Wen, Lu
Tang, Fuchou
De novo assembly of human genome at single-cell levels
title De novo assembly of human genome at single-cell levels
title_full De novo assembly of human genome at single-cell levels
title_fullStr De novo assembly of human genome at single-cell levels
title_full_unstemmed De novo assembly of human genome at single-cell levels
title_short De novo assembly of human genome at single-cell levels
title_sort de novo assembly of human genome at single-cell levels
topic Genomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303314/
https://www.ncbi.nlm.nih.gov/pubmed/35819189
http://dx.doi.org/10.1093/nar/gkac586
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