Technology Radar›Biotechnology›DNA & synthetic biology›CRISPR-Cas off-target analysis and prime editing

CRISPR-Cas Off-Target Analysis and Prime Editing

Explore the organizations, research and methods shaping CRISPR-Cas off-target analysis and prime editing. Compare technical approaches and see where recent activity is concentrated.

Updated 29 September 2026Based on 23,130 documents
2.6k
Organizations active (24 mo)
+15% activity YoY
47
Startups (young or venture-backed)
33
Funding rounds (24 mo)
$59.2B disclosed
2.8k
Publications in 2025
+38% vs 2024

CRISPR-Cas off-target analysis and prime editing in 2026: overview

CRISPR-Cas off-target analysis tests whether an editor changes DNA beyond its intended site. Prime editing uses a prime editor and pegRNA to install targeted changes without relying on a double-strand break. The fields converge on a translational problem: showing that intended edits are effective while unintended changes and larger rearrangements remain detectable. Sensitive, genome-wide measurement matters because results can depend on the cell type, assay design and editor.

Recent work aims to improve detection while extending what editors can change. In September 2026, East China Normal University and Tsinghua University reported Tracking-seq2, an exonuclease-based method designed to improve off-target detection in primary human cells. Prime Assembly, reported in September 2026, and quadruple pegRNA, reported in April 2026, point toward larger targeted DNA insertions. An August 2026 benchmarking study also highlighted limits in computational off-target predictions, reinforcing the need for experimental validation. Broader edits and stronger safety evidence are advancing together, but delivery and reliable assessment remain bottlenecks.

  • 1Detection gets more sensitive: Tracking-seq2 reflects a push toward genome-wide off-target profiling in primary human cells, where assay sensitivity can shape the safety picture.
  • 2Larger edits come into view: Prime Assembly and quadruple pegRNA point toward prime-editing methods designed to support targeted insertions beyond small sequence changes.
  • 3Prediction needs validation: Benchmarking highlights that computational nominations can guide testing, but experimental assays remain necessary to assess off-target risk.
Summary generated from Linknovate data on 29 September 2026.

Top organizations working on CRISPR-Cas off-target analysis and prime editing

Ranked by Linknovate activity score · last 24 months

The activity score adds up the relevance of every patent, publication, grant and news item linking an organization to CRISPR-Cas off-target analysis and prime editing. Showing 7 of 2,580 organizations.

#OrganizationApproachSignals (24 mo)MomentumWhy it matters
1 Prime editor and guide engineering PUB 162 · NEWS 1 +47% Researchers affiliated with the academy study CRISPR nuclease specificity and guide-RNA control, including topology-engineered guides and comparative characterization of RNA-guided editing systems.
2
Harvard University Research · United States
Computational prediction PAT 34 · PUB 91
NEWS 48
-27% Recently, researchers affiliated with Harvard presented OptiPrime, a mechanistic machine-learning approach for predicting prime-editing outcomes and reducing the need for empirical pegRNA optimization.
3 Targeted sequencing and validation PUB 102 · NEWS 3 +76% Researchers affiliated with the academy compared prime editors in cells and embryos, using PEM-seq and the GOTI assay to assess large deletions, translocations, and genome-wide off-target effects.
4
University of California Research · United States
Cell-based genome-wide profiling PUB 98 · NEWS 19 -14% Recently, researchers affiliated with the University of California developed UNCOVERseq, a method for nominating off-target sites across CRISPR-Cas editing systems.
5
Wuhan University Research · China
In vitro cleavage assays PAT 1 · PUB 71 -29% Researchers affiliated with the university investigated how DNA topology affects Cas9 and base-editor off-target activity, and explored light-controlled guide-RNA modifications to limit unintended editing.
6
Fudan University Research · China
Prime editor and guide engineering PUB 96 · NEWS 2 +28% Recently, researchers affiliated with Fudan reported donor-complementary prime editing for precise kilobase-scale DNA insertions; they have also reprogrammed guide RNAs to reduce noncanonical off-target activity.
7
Massachusetts Institute of Technology Research · United States
Computational prediction PAT 22 · PUB 32
NEWS 39
-50% Researchers affiliated with MIT developed GuideScan2 for designing high-specificity CRISPR guide RNAs and analyzing individual guides and libraries; related work also addresses prime-editing outcome prediction.
8
··Hidden organizationCompany
ApproachPAT 00 · PUB 00
GRANTS 0 · NEWS 00
+00%Available to registered users.
9
··Hidden organizationCompany
ApproachPAT 00 · PUB 00
GRANTS 0 · NEWS 00
+00%Available to registered users.
10
··Hidden organizationCompany
ApproachPAT 00 · PUB 00
GRANTS 0 · NEWS 00
+00%Available to registered users.
+2,573 more organizations
Including 47 startups and 2,229 universities & research centers. Filter by country, approach and maturity.

Startups to watch and leading research centers

Startups to watch 47 total

Young and venture-backed companies with the highest activity score.
  • Arbor BiotechnologiesUnited StatesArbor’s gene-editing programs include specificity characterization of its editing systems, alongside preclinical development of therapies for primary hyperoxaluria and central nervous system disorders.
  • Scribe Therapeutics Inc.United StatesScribe engineers CRISPR molecules for therapeutic applications; related research on CRISPR interference has examined how guide-RNA seed sequences contribute to off-target activity.
  • Pairwise Plants LLCUnited StatesPairwise’s patent filings cover engineered Cas12a variants with altered PAM recognition, expanding the genomic sites accessible to CRISPR editing.
  • ··
    Hidden startupCountryAvailable to registered users, with funding and founding year.
  • ··
    Hidden startupCountryAvailable to registered users, with funding and founding year.
See all 47 startups, with funding and founding year

Leading research institutions 2,229 total

Ranked by publications, patents, grants and news in the last 24 months.
  • Chinese Academy of Sciences CASChinaResearchers affiliated with the academy study CRISPR nuclease specificity and guide-RNA control, including topology-engineered guides and comparative characterization of RNA-guided editing systems.
  • Harvard UniversityUnited StatesRecently, researchers affiliated with Harvard presented OptiPrime, a mechanistic machine-learning approach for predicting prime-editing outcomes and reducing the need for empirical pegRNA optimization.
  • Chinese Academy of Agricultural SciencesChinaResearchers affiliated with the academy compared prime editors in cells and embryos, using PEM-seq and the GOTI assay to assess large deletions, translocations, and genome-wide off-target effects.
  • ··
    Hidden research institutionCountryAvailable to registered users, with their key researchers.
  • ··
    Hidden research institutionCountryAvailable to registered users, with their key researchers.
See all research groups and their key researchers

Where CRISPR-Cas off-target analysis and prime editing innovation happens

United States
43.8%
China
31.0%
United Kingdom
11.5%
Germany
8.3%
India
7.0%
Japan
5.8%
South Korea
4.6%
France
4.3%
Switzerland
4.2%
Canada
4.1%
Rest of worldEurope

Share of documents with at least one organization from each country.

Open the interactive map with all 2,580 organizations

Main technical approaches

Last 24 months
ApproachWhat it isDocumentsLeading organizations
Cell-based genome-wide profilingProfiles editing outcomes across cellular DNA to find unexpected sites, but sensitivity and results can vary with cell type and assay design. 381
Chinese Academy of Agricultural Sciences, Tsinghua University, Wuhan University
In vitro cleavage assaysTests nuclease activity on candidate DNA sites in a controlled setting, but may not reproduce chromatin and repair conditions inside cells. 933
Mashhad University of Medical Sciences, Harvard University, University of Tehran
Targeted sequencing and validationSequences nominated sites to confirm editing and characterize outcomes, but depends on a prior list of sites to investigate. 117
Chungbuk National University, Kongju NationalUniversity, The University of Florida
Computational predictionRanks potential off-target sites or predicts editing outcomes from sequence and model features, but predictions need experimental validation. 585
University of Electronic Science and Technology of China, University of Florida, Shanghai JiaoTong University
Prime editor and guide engineeringModifies prime editors or pegRNAs to improve editing performance and specificity, but outcomes remain sensitive to target sequence and cell context. 313
Harvard University, Chinese Academy of Agricultural Sciences, Huazhong Agricultural University

Funding and investment

$59.2B
Disclosed private funding, 33 rounds in the last 24 months
$124.8M
Public grant funding since 2020, across 93 grants
47
Startups active in the last 24 months

Recent funding rounds

Jul 2027
Astrazeneca United Kingdom
$135MExpansion
Feb 2026
Oklahoma State University United States
$7MGrant
Month 20XX
Hidden organization Country · investors
$00MSeries X
Month 20XX
Hidden organization Country · investors
$00MSeries X
See all 30 rounds, with investors and amounts

The dataset lists $124,805,554 in grants across 93 awards since 2020. These figures capture grant support, not total commercial investment in the field.

Patent landscape

Top patent holders · last 24 months
The Broad Institute Inc.
42
Harvard University
34
Massachusetts Institute of Technology
22
Integrated Dna Technologies, Inc.
18
The Trustees Of Columbiauniversity In The City Of New York
9
See every patent holder and their full portfolio

Recent developments

Latest news, duplicates removed
Get alerts for new CRISPR-Cas off-target analysis and prime editing developments

Frequently asked questions about CRISPR-Cas off-target analysis and prime editing

What companies are working on CRISPR-Cas off-target analysis and prime editing?

Prime Medicine Inc. and Integrated Dna Technologies, Inc. are listed as corporate participants, alongside research organizations such as Harvard University and The Broad Institute Inc. Prime Medicine’s activity is specifically associated with prime editing, while the broader set spans editing systems, guide design and specificity research. The dataset identifies organizations active in the topic, but does not establish that every company sells an off-target analysis product.

Which universities and research centers lead CRISPR-Cas off-target analysis and prime editing research?

Harvard University has 173 documents in the recent window, while Chinese Academy of Sciences CAS has 163 and the U.S. National Institutes of Health has 132. Recent named work also involves Tsinghua University and East China Normal University, whose researchers reported Tracking-seq2 in September 2026. The leading organizations span computational prediction, guide engineering and experimental profiling.

How much funding has CRISPR-Cas off-target analysis and prime editing received?

The dataset lists $124,805,554 across 93 grants since 2020. This is a recorded grant total, not a complete estimate of commercial investment or all funding for genome editing. The listed funding rounds should be interpreted separately from this grant figure, since the round data may include broader organizational investments rather than capital dedicated specifically to this topic.

Who holds the most CRISPR-Cas off-target analysis and prime editing patents?

The Broad Institute Inc. leads the listed patent holders with 42 patents, followed by Harvard University with 34 and Massachusetts Institute of Technology with 22. Integrated Dna Technologies, Inc. has 18, while Prime Medicine Inc. has 7. These counts identify prominent holders in the dataset; they do not indicate the scope, status or legal strength of any individual patent.

Is CRISPR-Cas off-target analysis and prime editing patent activity growing?

The 24-month patent window lists 377 patents, with patent activity down 51.6% against the preceding 24 months. Publication activity shows a different direction: 2,824 publications appeared last year, up 37.8%. Together, these figures indicate that recent research output is rising even as patent filings in the measured window have declined.

What are the latest developments in CRISPR-Cas off-target analysis and prime editing?

Tracking-seq2, reported by East China Normal University and Tsinghua University in September 2026, aims to improve off-target profiling in primary human cells. Prime Assembly was reported in September 2026, while quadruple pegRNA was reported in April 2026; both point toward larger targeted DNA insertions. An August 2026 benchmarking study also drew attention to limits in computational off-target prediction.

What are the main approaches in CRISPR-Cas off-target analysis and prime editing and how do they differ?

The dataset groups work into 5 approaches: cell-based genome-wide profiling, in vitro cleavage assays, targeted sequencing and validation, computational prediction, and prime editor and guide engineering. Profiling searches for unintended edits across cells, while in vitro assays test cleavage under controlled conditions. Sequencing validates selected sites, prediction prioritizes candidates, and engineering aims to improve editing performance or specificity.

Which countries lead CRISPR-Cas off-target analysis and prime editing?

The United States leads with 10,124 documents, followed by China with 7,162 and the United Kingdom with 2,659. Germany has 1,923 documents and India has 1,630. These country figures show where recorded research and related activity are concentrated; they are not a measure of the quality or commercial readiness of work in each country.

What are the applications of CRISPR-Cas off-target analysis and prime editing?

Therapeutic development is the largest listed application, with 2,413 documents and 84 patents in the window. Other application areas include functional genomics and model organisms, with 1,023 documents, and inherited disease research, with 747. The dataset also identifies cancer research and agriculture and animal breeding, reflecting uses in both biomedical research and organism-level editing.

Go beyond the top 7

Discover and track organizations, patents, publications, grants, news and more. Get live alerts on new startups, funding rounds and emerging developments.