Evidence map›Paper›PMID 33630838›Full record

ArticlePLoS genetics2021

Designing gene drives to limit spillover to non-target populations.

Gili Greenbaum, Marcus W Feldman, Noah A Rosenberg, Jaehee Kim

Open access · goldAbstract read
In one paragraph

Article in PLoS genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
1.3field-weighted citation impact, top 21% 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

12 citing papers in PubMed, 21 citations in OpenAlex.

  1. Review
  2. Mapping Gene Drive Dynamics onto Mendelian Models.bioRxiv : the preprint server for biology · 2026
    Article
  3. Predicting the invasiveness of threshold-dependent gene drives.bioRxiv : the preprint server for biology · 2025
    Article
  4. Is Gene Drive Research Losing Traction?The American journal of tropical medicine and hygiene · 2025
    Article
  5. Article
  6. Review
  7. Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 2 countries.

Gili GreenbaumDepartment of Ecology, Evolution, and Behavior, The Hebrew University of Jerusalem, Jerusalem, Israel.ORCID 0000-0002-1631-8203
Marcus W FeldmanDepartment of Biology, Stanford University, Stanford, California, United States of America.ORCID 0000-0002-0664-3803
Noah A RosenbergDepartment of Biology, Stanford University, Stanford, California, United States of America.ORCID 0000-0002-1829-8664
Jaehee KimDepartment of Biology, Stanford University, Stanford, California, United States of America.ORCID 0000-0002-5210-2004
Stanford University · USHebrew University of Jerusalem · IL

Funding

Population genetics for large-scale sequencing studies of diverse populationsR01HG005855 · NHGRI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Noah Rosenberg, Paul A Scheet · 2010 to 2026
$5.8M
NHGRI NIH HHS R01 HG005855
6 · The paper itself

Abstract

The prospect of utilizing CRISPR-based gene-drive technology for controlling populations has generated much excitement. However, the potential for spillovers of gene-drive alleles from the target population to non-target populations has raised concerns. Here, using mathematical models, we investigate the possibility of limiting spillovers to non-target populations by designing differential-targeting gene drives, in which the expected equilibrium gene-drive allele frequencies are high in the target population but low in the non-target population. We find that achieving differential targeting is possible with certain configurations of gene-drive parameters, but, in most cases, only under relatively low migration rates between populations. Under high migration, differential targeting is possible only in a narrow region of the parameter space. Because fixation of the gene drive in the non-target population could severely disrupt ecosystems, we outline possible ways to avoid this outcome. We apply our model to two potential applications of gene drives-field trials for malaria-vector gene drives and control of invasive species on islands. We discuss theoretical predictions of key requirements for differential targeting and their practical implications.

Indexed as

AllelesAnimalsCRISPR-Cas SystemsEcosystemGene Drive TechnologyGene FrequencyGene TargetingIntroduced SpeciesMalariaModels, GeneticModels, TheoreticalRodentia

Identifiers

PMID33630838
PMCPMC7943199
OpenAlexW3132409821

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.