Evidence map›Paper›PMID 41870076›Full record

ArticleJournal of microbiology & biology education2026

A CRISPR workshop series for diverse learners in Hawai'i: design, implementation, and outcomes across 3 years.

Yu Wang, Lauren Higa, Sally Do, Zhiqing Fang, Noah Birn, Youping Deng, Zhiyue Wang, Zhi-Yan Du

Abstract read
In one paragraph

Article in Journal of microbiology & biology education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Yu Wang *Department of Molecular Biosciences and Bioengineering, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA.ORCID 0009-0005-0661-311X
Lauren Higa *Department of Molecular Biosciences and Bioengineering, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA.
Sally Do *Department of Molecular Biosciences and Bioengineering, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA.
Zhiqing FangDepartment of Molecular Biosciences and Bioengineering, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA.
Noah BirnDepartment of Molecular Biosciences and Bioengineering, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA.
Youping DengDepartment of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, Hawaii, USA.
Zhiyue WangDepartment of Civil and Environmental and Construction Engineering, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA.ORCID 0000-0002-0776-050X
Zhi-Yan DuDepartment of Molecular Biosciences and Bioengineering, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA.ORCID 0000-0001-7646-2429

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

CRISPR genome editing has revolutionized modern biotechnology, yet access to experiential training remains limited, particularly in underrepresented and geographically isolated regions. This report describes the design, implementation, and evaluation of a CRISPR workshop series conducted over three consecutive years supported by the USDA Higher Education Challenge program and hosted at the University of Hawai'i at Mānoa. Conducted over three consecutive summers (2023-2025), the week-long, hands-on program engaged high school students, undergraduates, graduate students, educators, and community members through molecular-biology experiments, bioinformatics modules, and structured discussions on ethics and societal implications. Pre- and post-workshop assessments demonstrated significant learning gains, with mean quiz scores increasing from 58.7% to 80.2%, and all respondents (100%) reported increased confidence in genome-editing techniques. These results highlight the workshop's effectiveness in enhancing CRISPR literacy and supporting the development of scientific self-efficacy across diverse audiences. The initiative provides an adaptable workshop model and implementation guidance that other institutions can adopt to expand hands-on CRISPR training in diverse learning contexts.

Indexed as

biotechnology literacyCRISPR educationeducational equityexperiential learninggenome-editing trainingSTEM workforce developmentUniversity of Hawaiʻi

Identifiers

PMID41870076
PMCPMC13131019

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.