Evaluation of Whole Genome Sequencing Data
- PMID: 30779042
- DOI: 10.1007/978-1-4939-9151-8_15
Evaluation of Whole Genome Sequencing Data
Abstract
Whole genome sequencing (WGS) can provide comprehensive insights into the genetic makeup of lymphomas. Here we describe a selection of methods for the analysis of WGS data, including alignment, identification of different classes of genomic variants, the identification of driver mutations, and the identification of mutational signatures. We further outline design considerations for WGS studies and provide a variety of quality control measures to detect common quality problems in the data.
Keywords: Mutational signatures; Next-generation sequencing; Quality control; Variant calling.
Similar articles
-
Whole-genome sequencing is more powerful than whole-exome sequencing for detecting exome variants.Proc Natl Acad Sci U S A. 2015 Apr 28;112(17):5473-8. doi: 10.1073/pnas.1418631112. Epub 2015 Mar 31. Proc Natl Acad Sci U S A. 2015. PMID: 25827230 Free PMC article.
-
Mendelian Inconsistent Signatures from 1314 Ancestrally Diverse Family Trios Distinguish Biological Variation from Sequencing Error.J Comput Biol. 2019 May;26(5):405-419. doi: 10.1089/cmb.2018.0253. Epub 2019 Apr 3. J Comput Biol. 2019. PMID: 30942611 Free PMC article.
-
Empirical evaluation of variant calling accuracy using ultra-deep whole-genome sequencing data.Sci Rep. 2019 Feb 11;9(1):1784. doi: 10.1038/s41598-018-38346-0. Sci Rep. 2019. PMID: 30741997 Free PMC article.
-
Whole genome sequencing analysis for cancer genomics and precision medicine.Cancer Sci. 2018 Mar;109(3):513-522. doi: 10.1111/cas.13505. Epub 2018 Feb 26. Cancer Sci. 2018. PMID: 29345757 Free PMC article. Review.
-
Opportunities and challenges of whole-genome and -exome sequencing.BMC Genet. 2017 Feb 14;18(1):14. doi: 10.1186/s12863-017-0479-5. BMC Genet. 2017. PMID: 28193154 Free PMC article. Review.
Cited by
-
ZygosityPredictor.Bioinform Adv. 2024 Feb 6;4(1):vbae017. doi: 10.1093/bioadv/vbae017. eCollection 2024. Bioinform Adv. 2024. PMID: 38560552 Free PMC article.
-
Mutational mechanisms shaping the coding and noncoding genome of germinal center derived B-cell lymphomas.Leukemia. 2021 Jul;35(7):2002-2016. doi: 10.1038/s41375-021-01251-z. Epub 2021 May 5. Leukemia. 2021. PMID: 33953289 Free PMC article.
-
Data-driven support to decision-making in molecular tumour boards for lymphoma: A design science approach.Front Oncol. 2022 Nov 15;12:984021. doi: 10.3389/fonc.2022.984021. eCollection 2022. Front Oncol. 2022. PMID: 36457495 Free PMC article.
-
Implementing Whole Genome Sequencing (WGS) in Clinical Practice: Advantages, Challenges, and Future Perspectives.Cells. 2024 Mar 13;13(6):504. doi: 10.3390/cells13060504. Cells. 2024. PMID: 38534348 Free PMC article. Review.
-
Targeted therapy of advanced parathyroid carcinoma guided by genomic and transcriptomic profiling.Mol Oncol. 2023 Jul;17(7):1343-1355. doi: 10.1002/1878-0261.13398. Epub 2023 Apr 11. Mol Oncol. 2023. PMID: 36808802 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources