Cited by 3CRISPR and Genetic EngineeringGenomics and Rare DiseasesRNA regulation and disease

Protocol for the functional evaluation of genetic variants using saturation genome editing

Open access
Obolenski, Sofia, Olvera-León, Rebeca, Sun, Dijue, Adams, David J., Waters, Andrew J.·2025·STAR Protocols

Abstract

Saturation genome editing (SGE) employs CRISPR-Cas9 and homology-directed repair (HDR) to introduce exhaustive nucleotide modifications at specific genomic sites in multiplex, enabling the functional analysis of genetic variants while preserving their native genomic context. Here, we present a protocol for SGE-based variant evaluation in HAP1-A5 cells. We describe the steps for designing variant libraries, single-guide RNAs (sgRNAs), and oligonucleotide primers for PCR. We also detail the sample preparation before the SGE screen, the cellular screening process, and subsequent next-generation sequencing (NGS) library preparation. For complete details on the use and execution of this protocol, please refer to Radford et al., 1 Waters et al., 2 and Olvera-León et al. 3

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.xpro.2025.103710

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • MAVEs in Hap1 cells have been semi-automated for large-scale deployment in functional genomics.

    “Together, these factors have led to MAVEs in Hap1 cells being semi-automated for large-scale deployment in functional genomics (74).”

    From Massively parallel functional genomic assays in endocrinology: from promise to delivery (2026) · cites this paper as [74]

    The ‘Before you begin’ section describes saturation genome editing in HAP1-A5 cells to study variant effects at scale, and ‘Expected outcomes’ describes high-throughput mutational data. The copy does not say the workflow has been semi-automated for large-scale deployment; a listed automated cell counter is optional and does not establish that claim. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 18

  1. [1]Radford E.J. Tan H.-K. Andersson M.H.L. Stephenson J.D. Gardner E.J. Ironfield H. Waters A.J. Gitterman D. Lindsay S. Abascal F. Saturation genome editing of DDX3X clarifies pathogenicity of germline and somatic variation Nat. Commun. 14 2023 7702 10.1038/s41467-023-43041-4 38057330 PMC10700591 · DOI
  2. [2]Waters A.J. Brendler-Spaeth T. Smith D. Offord V. Tan H.K. Zhao Y. Obolenski S. Nielsen M. Van Doorn R. Murphy J.-E. Saturation genome editing of BAP1 functionally classifies somatic and germline variants Nat. Genet. 56 2024 1434 1445 10.1038/s41588-024-01799-3 38969833 PMC11250367 · DOI
  3. [3]Olvera-León R. Zhang F. Offord V. Zhao Y. Tan H.K. Gupta P. Pal T. Robles-Espinoza C.D. Arriaga-González F.G. Matsuyama L.S.A.S. High-resolution functional mapping of RAD51C by saturation genome editing Cell 187 2024 5719 5734.e19 10.1016/j.cell.2024.08.039 39299233 PMC12147941 · DOI · Paper page
  4. [4]Kotecki M. Reddy P.S. Cochran B.H. Isolation and characterization of a near-haploid human cell line Exp. Cell Res. 252 1999 273 280 10.1006/excr.1999.4656 10527618 · DOI
  5. [5]Andersson B.S. Collins V.P. Kurzrock R. Larkin D.W. Childs C. Ost A. Cork A. Trujillo J.M. Freireich E.J. Siciliano M.J. KBM-7, a human myeloid leukemia cell line with double Philadelphia chromosomes lacking normal c-ABL and BCR transcripts Leukemia 9 1995 2100 2108 8609723
  6. [6]Head S.R. Komori H.K. LaMere S.A. Whisenant T. Van Nieuwerburgh F. Salomon D.R. Ordoukhanian P. Library construction for next-generation sequencing: Overviews and challenges Biotechniques 56 2014 61 77 10.2144/000114133 24502796 PMC4351865 · DOI
  7. [7]Findlay G.M. Daza R.M. Martin B. Zhang M.D. Leith A.P. Gasperini M. Janizek J.D. Huang X. Starita L.M. Shendure J. Accurate classification of BRCA1 variants with saturation genome editing Nature 562 2018 217 222 10.1038/s41586-018-0461-z 30209399 PMC6181777 · DOI · Paper page
  8. [8]Cooper S. Obolenski S. Waters A.J. Bassett A.R. Coelho M.A. Analyzing the functional effects of DNA variants with gene editing Cell Rep. Methods 4 2024 100776 10.1016/j.crmeth.2024.100776 PMC11133854 38744287 · DOI
  9. [9]Olbrich T. Vega-Sendino M. Murga M. de Carcer G. Malumbres M. Ortega S. Ruiz S. Fernandez-Capetillo O. A Chemical Screen Identifies Compounds Capable of Selecting for Haploidy in Mammalian Cells Cell Rep. 28 2019 597 604.e4 10.1016/j.celrep.2019.06.060 31315040 PMC6656781 · DOI
  10. [11]Barbon L. Offord V. Radford E.J. Butler A.P. Gerety S.S. Adams D.J. Tan H.K. Waters A.J. Variant Library Annotation Tool (VaLiAnT): an oligonucleotide library design and annotation tool for saturation genome editing and other deep mutational scanning experiments Bioinforma. Oxf. Engl. 38 2022 892 899 10.1093/bioinformatics/btab776 PMC8796380 34791067 · DOI
  11. [12]Landrum M.J. Chitipiralla S. Brown G.R. Chen C. Gu B. Hart J. Hoffman D. Jang W. Kaur K. Liu C. ClinVar: improvements to accessing data Nucleic Acids Res. 48 2020 D835 D844 10.1093/nar/gkz972 31777943 PMC6943040 · DOI · Paper page
  12. [14]Aird D. Ross M.G. Chen W.-S. Danielsson M. Fennell T. Russ C. Jaffe D.B. Nusbaum C. Gnirke A. Analyzing and minimizing PCR amplification bias in Illumina sequencing libraries Genome Biol. 12 2011 R18 10.1186/gb-2011-12-2-r18 21338519 PMC3188800 · DOI · Paper page
  13. [15]Kanagawa T. Bias and artifacts in multitemplate polymerase chain reactions (PCR) J. Biosci. Bioeng. 96 2003 317 323 10.1016/S1389-1723(03)90130-7 16233530 · DOI
  14. [16]Thompson J.R. Marcelino L.A. Polz M.F. Heteroduplexes in mixed-template amplifications: formation, consequence and elimination by “reconditioning PCR.” Nucleic Acids Res. 30 2002 2083 2088 10.1093/nar/30.9.2083 11972349 PMC113844 · DOI
  15. [17]Cooper S.E. Schwartzentruber J. Bello E. Coomber E.L. Bassett A.R. Screening for functional transcriptional and splicing regulatory variants with GenIE Nucleic Acids Res. 48 2020 e131 10.1093/nar/gkaa960 33152068 PMC7736817 · DOI
  16. [18]Love M.I. Huber W. Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 Genome Biol. 15 2014 550 10.1186/s13059-014-0550-8 25516281 PMC4302049 · DOI · Paper page
  17. [19]Korbie D.J. Mattick J.S. Touchdown PCR for increased specificity and sensitivity in PCR amplification Nat. Protoc. 3 2008 1452 1456 10.1038/nprot.2008.133 18772872 · DOI
  18. [20]Green M.R. Sambrook J. Touchdown Polymerase Chain Reaction (PCR) Cold Spring Harb. Protoc. 2018 2018 prot095133 10.1101/pdb.prot095133 29717053 · DOI

Cited by

Sorted by citations

Authors
Obolenski, S., Olvera-León, R., Sun, D., Adams, D. J., & Waters, A. J.
Affiliations
  • Leiden University Medical Center (NL)
  • Wellcome Sanger Institute (GB)
Corresponding author
  • Adams, David J.
  • Waters, Andrew J.
Venue
STAR Protocols
Publisher
Elsevier BV
Published
2025-06
Volume
6
Issue
2
Pages
103710
ISSN
2666-1667 (ISSN-L)
OpenAlex
W4409255349
Cited by
3
References
2
Citations by year
2026: 1 · 2025: 2
FWCI
0.83
Type
journal article
Language
en
Open access
Locations
  • STAR Protocols (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Leiden Repository (Leiden University) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • Cancer Research UK
  • Wellcome Trust (220540/Z/20/A)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › CRISPR and Genetic Engineering
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomics and Rare Diseases
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA regulation and disease
Keywords
saturation genome editing, CRISPR/Cas9, homology-directed repair, single guide RNA design, oligonucleotide primer design, single nucleotide variants
MeSH terms
Gene Editing, RNA, Guide, CRISPR-Cas Systems, Humans, Genetic Variation, Gene Library, High-Throughput Nucleotide Sequencing, CRISPR-Cas Systems

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review