Literature DB >> 33477827

Analyzing Low-Level mtDNA Heteroplasmy-Pitfalls and Challenges from Bench to Benchmarking.

Federica Fazzini1, Liane Fendt1, Sebastian Schönherr1, Lukas Forer1, Bernd Schöpf1, Gertraud Streiter1, Jamie Lee Losso1, Anita Kloss-Brandstätter1,2, Florian Kronenberg1, Hansi Weissensteiner1.   

Abstract

Massive parallel sequencing technologies are promising a highly sensitive detection of low-level mutations, especially in mitochondrial DNA (mtDNA) studies. However, processes from DNA extraction and library construction to bioinformatic analysis include several varying tasks. Further, there is no validated recommendation for the comprehensive procedure. In this study, we examined potential pitfalls on the sequencing results based on two-person mtDNA mixtures. Therefore, we compared three DNA polymerases, six different variant callers in five mixtures between 50% and 0.5% variant allele frequencies generated with two different amplification protocols. In total, 48 samples were sequenced on Illumina MiSeq. Low-level variant calling at the 1% variant level and below was performed by comparing trimming and PCR duplicate removal as well as six different variant callers. The results indicate that sensitivity, specificity, and precision highly depend on the investigated polymerase but also vary based on the analysis tools. Our data highlight the advantage of prior standardization and validation of the individual laboratory setup with a DNA mixture model. Finally, we provide an artificial heteroplasmy benchmark dataset that can help improve somatic variant callers or pipelines, which may be of great interest for research related to cancer and aging.

Entities:  

Keywords:  DNA polymerase; heteroplasmy; mitochondrial DNA (mtDNA); next generation sequencing (NGS); variant callers

Mesh:

Substances:

Year:  2021        PMID: 33477827      PMCID: PMC7832847          DOI: 10.3390/ijms22020935

Source DB:  PubMed          Journal:  Int J Mol Sci        ISSN: 1422-0067            Impact factor:   5.923


  50 in total

1.  Investigation of heteroplasmy in the human mitochondrial DNA control region: a synthesis of observations from more than 5000 global population samples.

Authors:  Jodi A Irwin; Jessica L Saunier; Harald Niederstätter; Katharine M Strouss; Kimberly A Sturk; Toni M Diegoli; Anita Brandstätter; Walther Parson; Thomas J Parsons
Journal:  J Mol Evol       Date:  2009-05-01       Impact factor: 2.395

2.  Detecting heteroplasmy from high-throughput sequencing of complete human mitochondrial DNA genomes.

Authors:  Mingkun Li; Anna Schönberg; Michael Schaefer; Roland Schroeder; Ivane Nasidze; Mark Stoneking
Journal:  Am J Hum Genet       Date:  2010-08-13       Impact factor: 11.025

3.  Impact of Polymerase Fidelity on Background Error Rates in Next-Generation Sequencing with Unique Molecular Identifiers/Barcodes.

Authors:  Stefan Filges; Emiko Yamada; Anders Ståhlberg; Tony E Godfrey
Journal:  Sci Rep       Date:  2019-03-05       Impact factor: 4.379

4.  Detection of Innate and Artificial Mitochondrial DNA Heteroplasmy by Massively Parallel Sequencing: Considerations for Analysis.

Authors:  Moon-Young Kim; Sohee Cho; Ji Hyun Lee; Hee Jin Seo; Soong Deok Lee
Journal:  J Korean Med Sci       Date:  2018-12-11       Impact factor: 2.153

5.  Fidelity of DNA polymerases in the detection of intraindividual variation of mitochondrial DNA.

Authors:  Paulo Cseri Ricardo; Elaine Françoso; Maria Cristina Arias
Journal:  Mitochondrial DNA B Resour       Date:  2019-12-12       Impact factor: 0.658

6.  Next-generation sequencing of human mitochondrial reference genomes uncovers high heteroplasmy frequency.

Authors:  Maria Ximena Sosa; I K Ashok Sivakumar; Samantha Maragh; Vamsi Veeramachaneni; Ramesh Hariharan; Minothi Parulekar; Karin M Fredrikson; Timothy T Harkins; Jeffrey Lin; Andrew B Feldman; Pramila Tata; Georg B Ehret; Aravinda Chakravarti
Journal:  PLoS Comput Biol       Date:  2012-10-25       Impact factor: 4.475

7.  Universal heteroplasmy of human mitochondrial DNA.

Authors:  Brendan A I Payne; Ian J Wilson; Patrick Yu-Wai-Man; Jonathan Coxhead; David Deehan; Rita Horvath; Robert W Taylor; David C Samuels; Mauro Santibanez-Koref; Patrick F Chinnery
Journal:  Hum Mol Genet       Date:  2012-10-16       Impact factor: 6.150

8.  Sequencing strategy for the whole mitochondrial genome resulting in high quality sequences.

Authors:  Liane Fendt; Bettina Zimmermann; Martin Daniaux; Walther Parson
Journal:  BMC Genomics       Date:  2009-03-30       Impact factor: 3.969

9.  Long-range PCR in next-generation sequencing: comparison of six enzymes and evaluation on the MiSeq sequencer.

Authors:  Haiying Jia; Yunfei Guo; Weiwei Zhao; Kai Wang
Journal:  Sci Rep       Date:  2014-07-18       Impact factor: 4.379

Review 10.  Standardization and quality management in next-generation sequencing.

Authors:  Christoph Endrullat; Jörn Glökler; Philipp Franke; Marcus Frohme
Journal:  Appl Transl Genom       Date:  2016-07-01
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  5 in total

1.  Benchmarking Low-Frequency Variant Calling With Long-Read Data on Mitochondrial DNA.

Authors:  Theresa Lüth; Susen Schaake; Anne Grünewald; Patrick May; Joanne Trinh; Hansi Weissensteiner
Journal:  Front Genet       Date:  2022-05-19       Impact factor: 4.772

2.  From Forensics to Clinical Research: Expanding the Variant Calling Pipeline for the Precision ID mtDNA Whole Genome Panel.

Authors:  Filipe Cortes-Figueiredo; Filipa S Carvalho; Ana Catarina Fonseca; Friedemann Paul; José M Ferro; Sebastian Schönherr; Hansi Weissensteiner; Vanessa A Morais
Journal:  Int J Mol Sci       Date:  2021-11-06       Impact factor: 5.923

3.  Benchmarking the Effectiveness and Accuracy of Multiple Mitochondrial DNA Variant Callers: Practical Implications for Clinical Application.

Authors:  Eddie K K Ip; Michael Troup; Colin Xu; David S Winlaw; Sally L Dunwoodie; Eleni Giannoulatou
Journal:  Front Genet       Date:  2022-03-08       Impact factor: 4.599

4.  Implications of Standardized Uptake Values of Oral Squamous Cell Carcinoma in PET-CT on Prognosis, Tumor Characteristics and Mitochondrial DNA Heteroplasmy.

Authors:  Lukas Latzko; Bernd Schöpf; Hansi Weissensteiner; Federica Fazzini; Liane Fendt; Eberhard Steiner; Emanuel Bruckmoser; Georg Schäfer; Roy-Cesar Moncayo; Helmut Klocker; Johannes Laimer
Journal:  Cancers (Basel)       Date:  2021-05-10       Impact factor: 6.639

Review 5.  mtDNA Heteroplasmy: Origin, Detection, Significance, and Evolutionary Consequences.

Authors:  Maria-Eleni Parakatselaki; Emmanuel D Ladoukakis
Journal:  Life (Basel)       Date:  2021-06-29
  5 in total

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