Evidence map›Paper›PMID 36522432›Full record

ArticleNature genetics2023

Human genetic diversity alters off-target outcomes of therapeutic gene editing.

Samuele Cancellieri, Jing Zeng, Linda Yingqi Lin, Manuel Tognon, My Anh Nguyen, Jiecong Lin, Nicola Bombieri, Stacy A Maitland, Marioara-Felicia Ciuculescu, Varun Katta and 6 more

Open access · greenAbstract read
In one paragraph

Article in Nature genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers.

0numbers the graph read from it
0cells of the map it votes in
64citing papers in PubMed
8.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

64 citing papers in PubMed, 104 citations in OpenAlex.

  1. Review
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  9. Review
  10. Article
  11. New Gene Therapy Strategy for β-Thalassemia.Stem cell reviews and reports · 2026
    Review
  12. Article
  13. The evolution of AI-integrated genome editing and its challenges.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Review
  14. Article
  15. Article
  16. Review
  17. Review
  18. Review
  19. Review
  20. Article

4 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors at 6 institutions in 2 countries.

Samuele Cancellieri *Department of Computer Science, University of Verona, Verona, Italy.ORCID 0000-0003-2537-6728
Jing Zeng *Division of Hematology/Oncology, Boston Children's Hospital, Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Department of Pediatrics, Harvard Medical School, Boston, MA, USA.
Linda Yingqi Lin *Division of Hematology/Oncology, Boston Children's Hospital, Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Department of Pediatrics, Harvard Medical School, Boston, MA, USA.ORCID 0000-0001-5011-1305
Manuel TognonDepartment of Computer Science, University of Verona, Verona, Italy.ORCID 0000-0002-6707-2071
My Anh NguyenDivision of Hematology/Oncology, Boston Children's Hospital, Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Department of Pediatrics, Harvard Medical School, Boston, MA, USA.
Jiecong LinMolecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Department of Pathology, Harvard Medical School, Boston, MA, USA.
Nicola BombieriDepartment of Computer Science, University of Verona, Verona, Italy.
Stacy A MaitlandDepartment of Molecular, Cell and Cancer Biology, Li Weibo Institute for Rare Diseases Research, University of Massachusetts Chan Medical School, Worcester, MA, USA.
Marioara-Felicia CiuculescuTransLab, Boston Children's Hospital, Boston, MA, USA.
Varun KattaDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Shengdar Q TsaiDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0001-9161-3993
Myriam ArmantTransLab, Boston Children's Hospital, Boston, MA, USA.ORCID 0000-0002-5205-3003
Scot A WolfeDepartment of Molecular, Cell and Cancer Biology, Li Weibo Institute for Rare Diseases Research, University of Massachusetts Chan Medical School, Worcester, MA, USA.ORCID 0000-0002-7042-201X
Rosalba GiugnoDepartment of Computer Science, University of Verona, Verona, Italy. rosalba.giugno@univr.it.ORCID 0000-0001-9843-7638
Daniel E BauerDivision of Hematology/Oncology, Boston Children's Hospital, Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Department of Pediatrics, Harvard Medical School, Boston, MA, USA. bauer@bloodgroup.tch.harvard.edu.ORCID 0000-0001-5076-7945
Luca PinelloMolecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Department of Pathology, Harvard Medical School, Boston, MA, USA. lpinello@mgh.harvard.edu.ORCID 0000-0003-1109-3823
Boston Children's Hospital · USUniversity of Verona · ITBroad Institute · USSt. Jude Children's Research Hospital · USUniversity of Massachusetts Chan Medical School · USHarvard University · US

Funding

VIROSOME/PROTEOLIPOSOME MEDIATED GENE TRANSFERP01HL053749 · NHLBI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI RYU, BYOUNG Y · 1994 to 2022
$43.6M
Center for Genomic Editing and Recording: Development and Application of Next-Generation Genome and Epigenome Editing Methods to Advance the Study and Treatment of Human DiseaseRM1HG009490 · NHGRI · WHITEHEAD INSTITUTE FOR BIOMEDICAL RES · PI Brittany S. Adamson, Martin Joseph Ankrah Aryee · 2017 to 2026
$22.7M
Therapeutic BCL11A enhancer gene editing to induce fetal hemoglobin in β-hemoglobinopathy patientsOT2HL154984 · NHLBI · BOSTON CHILDREN'S HOSPITAL · PI BAUER, DANIEL EVAN · 2020 to 2021
$2.6M
Multiscale exploration of the functional non-coding genomeR35HG010717 · NHGRI · MASSACHUSETTS GENERAL HOSPITAL · PI PINELLO, LUCA · 2019 to 2023
$2.6M
NHGRI NIH HHS R35 HG010717NHGRI NIH HHS RM1 HG009490NHLBI NIH HHS OT2 HL154984NHLBI NIH HHS P01 HL053749
6 · The paper itself

Abstract

CRISPR gene editing holds great promise to modify DNA sequences in somatic cells to treat disease. However, standard computational and biochemical methods to predict off-target potential focus on reference genomes. We developed an efficient tool called CRISPRme that considers single-nucleotide polymorphism (SNP) and indel genetic variants to nominate and prioritize off-target sites. We tested the software with a BCL11A enhancer targeting guide RNA (gRNA) showing promise in clinical trials for sickle cell disease and β-thalassemia and found that the top candidate off-target is produced by an allele common in African-ancestry populations (MAF 4.5%) that introduces a protospacer adjacent motif (PAM) sequence. We validated that SpCas9 generates strictly allele-specific indels and pericentric inversions in CD34

Indexed as

CRISPR-Cas SystemsGene EditingHematopoietic Stem CellsHumansINDEL MutationRNA, Guide, CRISPR-Cas SystemsRNA, Guide, CRISPR-Cas Systems

Identifiers

PMID36522432
PMCPMC10272994
OpenAlexW4311748008

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.